eMLR - model fitting

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Last updated: 2021-07-28

Checks: 7 0

Knit directory: emlr_mod_v_XXX/

This reproducible R Markdown analysis was created with workflowr (version 1.6.2). The Checks tab describes the reproducibility checks that were applied when the results were created. The Past versions tab lists the development history.

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R Markdown file: up-to-date

Great! Since the R Markdown file has been committed to the Git repository, you know the exact version of the code that produced these results.

Environment: empty

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Seed: set.seed(20200707)

The command set.seed(20200707) was run prior to running the code in the R Markdown file. Setting a seed ensures that any results that rely on randomness, e.g. subsampling or permutations, are reproducible.

Session information: recorded

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Cache: none

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File paths: relative

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Repository version: 9627e07

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The results in this page were generated with repository version 9627e07. See the Past versions tab to see a history of the changes made to the R Markdown and HTML files.

Note that you need to be careful to ensure that all relevant files for the analysis have been committed to Git prior to generating the results (you can use wflow_publish or wflow_git_commit). workflowr only checks the R Markdown file, but you know if there are other scripts or data files that it depends on. Below is the status of the Git repository when the results were generated:

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---

These are the previous versions of the repository in which changes were made to the R Markdown (analysis/eMLR_model_fitting.Rmd) and HTML (docs/eMLR_model_fitting.html) files. If you’ve configured a remote Git repository (see ?wflow_git_remote), click on the hyperlinks in the table below to view the files as they were in that past version.

File	Version	Author	Date	Message
Rmd	9627e07	Donghe-Zhu	2021-07-28	local rebuild
html	a4ddd84	Donghe-Zhu	2021-07-27	Build site.
html	7ef49ab	Donghe-Zhu	2021-07-27	Build site.
html	da818c0	Donghe-Zhu	2021-07-27	Build site.
html	8623898	Donghe-Zhu	2021-07-27	Build site.
html	f84b77c	Donghe-Zhu	2021-07-27	Build site.
html	70ad9a5	Donghe-Zhu	2021-07-27	Build site.
html	0d0b48d	Donghe-Zhu	2021-07-27	Build site.
Rmd	376ec48	Donghe-Zhu	2021-07-27	local rebuild
html	d0d97c6	Donghe-Zhu	2021-07-27	Build site.
html	829510d	Donghe-Zhu	2021-07-27	Build site.
html	780627d	Donghe-Zhu	2021-07-27	Build site.
html	e9838c9	Donghe-Zhu	2021-07-27	Build site.
html	2777f33	Donghe-Zhu	2021-07-27	Build site.
html	d19760f	Donghe-Zhu	2021-07-27	Build site.
html	cac5680	Donghe-Zhu	2021-07-23	Build site.
html	7bb279a	Donghe-Zhu	2021-07-23	Build site.
html	d52eac4	Donghe-Zhu	2021-07-23	Build site.
html	dcf34b1	Donghe-Zhu	2021-07-23	Build site.
html	419cb72	Donghe-Zhu	2021-07-22	Build site.
html	9447d10	Donghe-Zhu	2021-07-22	Build site.
html	639c9a0	Donghe-Zhu	2021-07-22	Build site.
html	25bb96f	Donghe-Zhu	2021-07-22	Build site.
html	cdc98a3	Donghe-Zhu	2021-07-22	Build site.
html	e4805a1	Donghe-Zhu	2021-07-22	Build site.
Rmd	573cc5d	Donghe-Zhu	2021-07-22	local rebuild
html	7957fd1	Donghe-Zhu	2021-07-21	Build site.
html	b94be4e	Donghe-Zhu	2021-07-21	Build site.
html	9950e70	Donghe-Zhu	2021-07-21	Build site.
html	698b6f0	Donghe-Zhu	2021-07-20	Build site.
html	d84a1cb	Donghe-Zhu	2021-07-20	Build site.
Rmd	ec15bf2	Donghe-Zhu	2021-07-20	local rebuild
html	4dce223	Donghe-Zhu	2021-07-20	Build site.
html	6f28c0c	Donghe-Zhu	2021-07-20	Build site.
html	db1e7b7	Donghe-Zhu	2021-07-19	Build site.
Rmd	38a8d51	Donghe-Zhu	2021-07-19	local rebuild
html	ff0575d	Donghe-Zhu	2021-07-19	Build site.
html	5d60eac	Donghe-Zhu	2021-07-19	Build site.
html	57d0420	Donghe-Zhu	2021-07-16	Build site.
html	c1be8f6	Donghe-Zhu	2021-07-16	1
html	26a7c15	Donghe-Zhu	2021-07-16	Build site.
html	046902b	Donghe-Zhu	2021-07-16	Build site.
html	3d4ac14	Donghe-Zhu	2021-07-15	Build site.
html	be6fff9	Donghe-Zhu	2021-07-15	Build site.
Rmd	b8bd687	Donghe-Zhu	2021-07-15	local rebuild
html	b473472	Donghe-Zhu	2021-07-15	Build site.
html	363270a	Donghe-Zhu	2021-07-15	Build site.
Rmd	bb00951	Donghe-Zhu	2021-07-15	local rebuild
html	8b75a03	Donghe-Zhu	2021-07-15	Build site.
Rmd	4f7d192	Donghe-Zhu	2021-07-15	local rebuild
html	294f8ca	Donghe-Zhu	2021-07-15	Build site.
html	a01e135	Donghe-Zhu	2021-07-07	Build site.
html	bc83ef2	Donghe-Zhu	2021-07-07	Build site.
Rmd	0a4ac57	Donghe-Zhu	2021-07-07	local rebuild
html	75e7b07	Donghe-Zhu	2021-07-06	Build site.
html	697aa6d	Donghe-Zhu	2021-07-06	Build site.
html	d52e2de	Donghe-Zhu	2021-07-06	Build site.
html	f2bde6b	Donghe-Zhu	2021-07-06	Build site.
html	1133f28	Donghe-Zhu	2021-07-06	Build site.
html	fe3a1cd	Donghe-Zhu	2021-07-06	Build site.
html	d9cdf15	Donghe-Zhu	2021-07-06	Build site.
html	ee4cd2d	Donghe-Zhu	2021-07-06	Build site.
html	93821c1	Donghe-Zhu	2021-07-05	Build site.
html	d44db8e	Donghe-Zhu	2021-07-05	Build site.
html	20b3436	Donghe-Zhu	2021-07-05	Build site.
html	d982ea5	Donghe-Zhu	2021-07-05	Build site.
html	7397e53	Donghe-Zhu	2021-07-05	Build site.
html	f2e4805	Donghe-Zhu	2021-07-05	Build site.
html	e2d011a	Donghe-Zhu	2021-07-05	Build site.
html	85e0349	Donghe-Zhu	2021-07-05	Build site.
html	6ee0146	Donghe-Zhu	2021-07-05	Build site.
html	a482a6b	Donghe-Zhu	2021-07-05	Build site.
html	f59f1b3	Donghe-Zhu	2021-07-05	Build site.
html	116bcab	Donghe-Zhu	2021-07-04	Build site.
html	cb1c8dc	Donghe-Zhu	2021-07-04	Build site.
html	c9bdd83	Donghe-Zhu	2021-07-04	Build site.
html	1920ad9	Donghe-Zhu	2021-07-04	Build site.
html	0b02791	Donghe-Zhu	2021-06-25	change random subset files
html	caf62d8	Donghe-Zhu	2021-06-25	Build site.
html	90a9da5	Donghe-Zhu	2021-06-25	Build site.
html	bb413c8	Donghe-Zhu	2021-06-25	Build site.
html	e7a5266	Donghe-Zhu	2021-06-24	Build site.
html	7c57720	Donghe-Zhu	2021-06-24	Build site.
html	b5b95a9	Donghe-Zhu	2021-06-24	Build site.
html	472aad4	Donghe-Zhu	2021-06-24	Build site.
Rmd	76ce72b	Donghe-Zhu	2021-06-24	local rebuild
html	d517836	Donghe-Zhu	2021-06-24	0
html	9221bfe	Donghe-Zhu	2021-06-24	Build site.
html	bff5fbf	Donghe-Zhu	2021-06-23	Build site.
html	256a616	Donghe-Zhu	2021-06-23	Build site.
html	00072e2	Donghe-Zhu	2021-06-23	Build site.
Rmd	71d2509	Donghe-Zhu	2021-06-23	local rebuild
html	61cae2b	Donghe-Zhu	2021-06-20	1
html	d20c383	Donghe-Zhu	2021-06-18	Build site.
html	b0874a2	Donghe-Zhu	2021-06-17	Build site.
html	72c2f2e	Donghe-Zhu	2021-06-15	Build site.
html	d97dcb6	Donghe-Zhu	2021-06-08	1
html	25dda1d	Donghe-Zhu	2021-06-08	Build site.
html	bd2bcc3	Donghe-Zhu	2021-06-08	Build site.
html	e9b27d7	Donghe-Zhu	2021-06-07	Build site.
html	7ae0d4b	Donghe-Zhu	2021-06-07	Build site.
html	325391f	Donghe-Zhu	2021-06-07	Build site.
html	ed89970	Donghe-Zhu	2021-06-07	Build site.
html	df37958	Donghe-Zhu	2021-06-07	1
html	812bf63	Donghe-Zhu	2021-06-06	Build site.
html	65c89c8	Donghe-Zhu	2021-06-06	Build site.
html	9baa3b2	Donghe-Zhu	2021-06-06	debug
html	b7d99cf	Donghe-Zhu	2021-06-06	Build site.
html	5d8fa90	Donghe-Zhu	2021-06-06	Build site.
html	dbe2a95	Donghe-Zhu	2021-05-28	Build site.
html	d50b039	Donghe-Zhu	2021-05-28	Build site.
html	441ebe5	Donghe-Zhu	2021-05-28	Build site.
html	6262ad3	Donghe-Zhu	2021-05-28	Build site.
html	a61aa77	Donghe-Zhu	2021-05-28	Build site.
html	b8dbce4	Donghe-Zhu	2021-05-28	Build site.
html	94a833e	Donghe-Zhu	2021-05-27	Build site.
html	5e0bd64	Donghe-Zhu	2021-05-27	Build site.
html	af1eadd	Donghe-Zhu	2021-05-27	Build site.
html	9179bfe	Donghe-Zhu	2021-05-27	Build site.
html	28cbe5e	Donghe-Zhu	2021-05-27	Build site.
html	a618f02	Donghe-Zhu	2021-05-27	Build site.
html	4623e38	Donghe-Zhu	2021-05-27	Build site.
html	b81bb49	Donghe-Zhu	2021-05-27	Build site.
html	951e188	Donghe-Zhu	2021-05-27	Build site.
html	e377833	Donghe-Zhu	2021-05-26	Build site.
Rmd	896faa0	Donghe-Zhu	2021-05-18	final
html	2705a04	Donghe-Zhu	2021-03-28	Build site.
html	cd5f759	Donghe-Zhu	2021-03-28	Build site.
Rmd	347fb44	Donghe-Zhu	2021-03-28	local rebuild
html	75dda4d	Donghe-Zhu	2021-03-27	Build site.
html	0b19f6e	Donghe-Zhu	2021-03-27	Build site.
html	e2704ca	Donghe-Zhu	2021-03-27	Build site.
Rmd	b1706de	Donghe-Zhu	2021-03-27	local rebuild
html	3061a0b	Donghe-Zhu	2021-03-27	Build site.
html	b883157	Donghe-Zhu	2021-03-27	Build site.
html	0c20513	Donghe-Zhu	2021-03-26	Build site.
html	d19654d	Donghe-Zhu	2021-03-26	Build site.
Rmd	921c9db	Donghe-Zhu	2021-03-26	local rebuild
html	6c53dbf	Donghe-Zhu	2021-03-25	Build site.
Rmd	195db95	Donghe-Zhu	2021-03-24	local rebuild
html	1914a11	Donghe-Zhu	2021-03-24	Build site.
Rmd	e32af14	Donghe-Zhu	2021-03-24	local rebuild
html	8be810e	Donghe-Zhu	2021-03-23	Build site.
Rmd	85274db	Donghe-Zhu	2021-03-23	local rebuild
html	bf19764	Donghe-Zhu	2021-03-22	Build site.
html	3ec9d3d	Donghe-Zhu	2021-03-22	Build site.
Rmd	073fa6a	Donghe-Zhu	2021-03-22	local rebuild
html	134ace1	Donghe-Zhu	2021-03-22	Build site.
html	f6d70a4	Donghe-Zhu	2021-03-22	Build site.
html	183443b	Donghe-Zhu	2021-03-21	Build site.
Rmd	adca794	Donghe-Zhu	2021-03-21	local rebuild
html	2e6976b	Donghe-Zhu	2021-03-21	Build site.
Rmd	4e7de35	Donghe-Zhu	2021-03-21	local rebuild
html	51a42bd	Donghe-Zhu	2021-03-16	Build site.
html	f745381	Donghe-Zhu	2021-03-16	Build site.
html	aecbf75	Donghe-Zhu	2021-03-14	Build site.
html	1b2a0c2	Donghe-Zhu	2021-03-14	Build site.
html	6733e48	Donghe-Zhu	2021-03-12	Build site.
html	ba71e6a	Donghe-Zhu	2021-03-12	Build site.
html	9dbf5bd	Donghe-Zhu	2021-03-11	Build site.
html	a49df30	Donghe-Zhu	2021-03-11	Build site.
html	b3348a5	Donghe-Zhu	2021-03-11	Build site.
Rmd	026c061	Donghe-Zhu	2021-03-11	local rebuild
html	1c24ff7	Donghe-Zhu	2021-03-10	Build site.
Rmd	dbd8ff8	Donghe-Zhu	2021-03-10	local rebuild
html	94ce5a8	Donghe-Zhu	2021-03-10	Build site.
html	db33928	Donghe-Zhu	2021-03-10	Build site.
html	3d1f470	Donghe-Zhu	2021-03-10	Build site.
html	9b7bc66	Donghe-Zhu	2021-03-10	Build site.
Rmd	498be1d	Donghe-Zhu	2021-03-10	local rebuild
html	4168b43	Donghe-Zhu	2021-03-10	Build site.
html	5365f80	Donghe-Zhu	2021-03-10	Build site.
html	2b6c392	Donghe-Zhu	2021-03-10	Build site.
html	9f58753	Donghe-Zhu	2021-03-10	Build site.
Rmd	e255177	Donghe-Zhu	2021-03-10	local rebuild
html	f2a7146	Donghe-Zhu	2021-03-10	Build site.
html	fd528ed	Donghe-Zhu	2021-03-10	Build site.
html	9d5a62c	Donghe-Zhu	2021-03-10	Build site.
Rmd	09b27ef	Donghe-Zhu	2021-03-10	local rebuild
html	5d1e70b	Donghe-Zhu	2021-03-10	Build site.
Rmd	6125b2d	Donghe-Zhu	2021-03-10	local rebuild
html	2093979	Donghe-Zhu	2021-03-10	Build site.
Rmd	558d285	Donghe-Zhu	2021-03-10	local rebuild
html	b865899	Donghe-Zhu	2021-03-10	Build site.
html	cc2a956	Donghe-Zhu	2021-03-10	Build site.
Rmd	2a633bd	Donghe-Zhu	2021-03-10	local rebuild
html	60689fb	Donghe-Zhu	2021-03-10	Build site.
html	9230b52	Donghe-Zhu	2021-03-10	Build site.
html	dba33c8	Donghe-Zhu	2021-03-09	Build site.
Rmd	6a60e02	Donghe-Zhu	2021-03-09	local rebuild
html	17f1c4a	Donghe-Zhu	2021-03-09	Build site.
Rmd	4a4a400	Donghe-Zhu	2021-03-09	local rebuild
html	c024d1a	Donghe-Zhu	2021-03-09	Build site.
Rmd	34744ec	Donghe-Zhu	2021-03-09	local rebuild
html	02f7242	Donghe-Zhu	2021-03-09	Build site.
html	6f50bc6	Donghe-Zhu	2021-03-09	Build site.
Rmd	88f0729	Donghe-Zhu	2021-03-09	local rebuild
html	1691156	Donghe-Zhu	2021-03-08	Build site.
html	c0ceaf8	Donghe-Zhu	2021-03-08	Build site.
html	058e0a1	Donghe-Zhu	2021-03-08	Build site.
html	112dea0	Donghe-Zhu	2021-03-08	Build site.
html	1843412	Donghe-Zhu	2021-03-08	Build site.
Rmd	d709f6c	Donghe-Zhu	2021-03-08	local rebuild
html	65b0cef	Donghe-Zhu	2021-03-07	Build site.
html	4083a6c	Donghe-Zhu	2021-03-07	Build site.
html	3fbbfa4	Donghe-Zhu	2021-03-07	Build site.
html	627c8fb	Donghe-Zhu	2021-03-07	Build site.
html	3607f4d	Donghe-Zhu	2021-03-07	Build site.
html	9ef3222	Donghe-Zhu	2021-03-05	Build site.
Rmd	2be54f9	Donghe-Zhu	2021-03-05	local rebuild
html	8c1e978	Donghe-Zhu	2021-03-05	Build site.
html	865f68c	Donghe-Zhu	2021-03-05	Build site.
html	ee69bc1	Donghe-Zhu	2021-03-05	Build site.
html	a79291f	Donghe-Zhu	2021-03-05	Build site.
html	e8c6f30	Donghe-Zhu	2021-03-04	Build site.
html	59288fe	Donghe-Zhu	2021-03-04	Build site.
html	731abc8	Donghe-Zhu	2021-03-04	Build site.
html	e2a5a33	Donghe-Zhu	2021-03-04	Build site.
html	c7892c1	Donghe-Zhu	2021-03-04	Build site.
html	924430b	Donghe-Zhu	2021-03-03	Build site.
html	0d0bca1	Donghe-Zhu	2021-03-03	Build site.
html	cb63c16	Donghe-Zhu	2021-03-03	Build site.
html	ffda45a	Donghe-Zhu	2021-03-03	Build site.
html	691ba81	Donghe-Zhu	2021-03-03	Build site.
html	c5e45a2	Donghe-Zhu	2021-03-03	Build site.
html	89c3e58	Donghe-Zhu	2021-03-03	Build site.
html	c407a50	Donghe-Zhu	2021-03-03	Build site.
html	c911669	Donghe-Zhu	2021-03-03	Build site.
Rmd	e1f9d21	Donghe-Zhu	2021-03-03	local rebuild
html	b71c719	Donghe-Zhu	2021-03-01	Build site.
html	13666ca	Donghe-Zhu	2021-03-01	Build site.
Rmd	c3195f4	Donghe-Zhu	2021-03-01	local rebuild
html	c6e60fe	Donghe-Zhu	2021-03-01	Build site.
Rmd	8ef147d	Donghe-Zhu	2021-03-01	local rebuild
html	7a388f7	Donghe-Zhu	2021-03-01	Build site.
html	799e913	Donghe-Zhu	2021-03-01	Build site.
Rmd	aa780a7	Donghe-Zhu	2021-03-01	local rebuild
html	66ff99f	Donghe-Zhu	2021-03-01	Build site.
html	ac9bb7a	Donghe-Zhu	2021-02-28	Build site.
html	efdc047	Donghe-Zhu	2021-02-28	Build site.
html	e9a7418	Donghe-Zhu	2021-02-28	Build site.
Rmd	eac1b0e	Donghe-Zhu	2021-02-28	local rebuild
html	e152917	Donghe-Zhu	2021-02-28	Build site.
html	feb991c	Donghe-Zhu	2021-02-27	Build site.
Rmd	4563314	Donghe-Zhu	2021-02-27	local rebuild
html	287123c	Donghe-Zhu	2021-02-27	Build site.
Rmd	764a9c2	Donghe-Zhu	2021-02-27	local rebuild
html	54d5b5b	Donghe-Zhu	2021-02-27	Build site.
Rmd	2e836bf	Donghe-Zhu	2021-02-27	local rebuild
html	330f064	Donghe-Zhu	2021-02-27	Build site.
Rmd	f360282	Donghe-Zhu	2021-02-27	local rebuild
html	adbc9bc	Donghe-Zhu	2021-02-27	Build site.
Rmd	a8a8f9c	Donghe-Zhu	2021-02-27	local rebuild
html	5937141	Donghe-Zhu	2021-02-27	Build site.
Rmd	5f0bfca	Donghe-Zhu	2021-02-27	local rebuild
html	4414bbf	Donghe-Zhu	2021-02-27	Build site.
html	a265efb	Donghe-Zhu	2021-02-27	Build site.
html	19edd1e	Donghe-Zhu	2021-02-27	Build site.
Rmd	1ae5bb4	Donghe-Zhu	2021-02-27	local rebuild
html	f20483f	Donghe-Zhu	2021-02-26	Build site.
html	6a2c7b3	Donghe-Zhu	2021-02-25	Build site.
html	02b976d	Donghe-Zhu	2021-02-24	Build site.
html	354c224	Donghe-Zhu	2021-02-24	Build site.
Rmd	d910d39	Donghe-Zhu	2021-02-24	local rebuild
html	1a0a88a	Donghe-Zhu	2021-02-24	Build site.
Rmd	663e891	Donghe-Zhu	2021-02-24	local rebuild
html	57f701e	Donghe-Zhu	2021-02-24	Build site.
html	06f3149	Donghe-Zhu	2021-02-16	Build site.
html	401eab3	Donghe-Zhu	2021-02-15	Build site.
html	e3bba84	Donghe-Zhu	2021-02-15	Build site.
html	5dce4b1	Donghe-Zhu	2021-02-15	Build site.
Rmd	35b0f2e	Donghe-Zhu	2021-02-15	local rebuild
html	4469a0c	Donghe-Zhu	2021-02-13	Build site.
Rmd	8186d57	Donghe-Zhu	2021-02-10	apply nr_obs
html	5ae6a69	Donghe-Zhu	2021-02-10	Build site.
Rmd	eeb6557	Donghe-Zhu	2021-02-10	local rebuild
html	05385dc	Donghe-Zhu	2021-02-10	Build site.
html	f791ae4	Donghe-Zhu	2021-02-09	Build site.
html	f71ae34	Donghe-Zhu	2021-02-09	Build site.
html	c011832	Donghe-Zhu	2021-02-09	Build site.
html	a145fa7	Donghe-Zhu	2021-02-09	Build site.
Rmd	37a41c8	Donghe-Zhu	2021-02-09	local rebuild
html	c344e42	Donghe-Zhu	2021-02-08	Build site.
Rmd	8f5fa79	Donghe-Zhu	2021-02-08	local rebuild
html	2f095d7	Donghe-Zhu	2021-02-07	Build site.
html	2305044	Donghe-Zhu	2021-02-07	Build site.
Rmd	c3638c1	Donghe-Zhu	2021-02-07	local rebuild
html	1fad5f1	Donghe-Zhu	2021-02-07	Build site.
html	ca03c39	Donghe-Zhu	2021-02-07	Build site.
html	e2ffc14	Donghe-Zhu	2021-02-05	Build site.
html	cd7c52c	Donghe-Zhu	2021-02-04	Build site.
Rmd	bcf91a8	jens-daniel-mueller	2021-02-04	separate MLR tables, added plot residuals vs location
html	bcf84f4	Donghe-Zhu	2021-02-02	Build site.
html	a518739	Donghe-Zhu	2021-02-01	Build site.
html	61666de	Donghe-Zhu	2021-01-31	Build site.
html	865b582	Donghe-Zhu	2021-01-31	Build site.
html	3e68089	Donghe-Zhu	2021-01-31	Build site.
html	ecf335c	Donghe-Zhu	2021-01-31	Build site.
html	a618965	Donghe-Zhu	2021-01-31	Build site.
html	59e006e	Donghe-Zhu	2021-01-31	Build site.
html	a1c8f87	Donghe-Zhu	2021-01-31	Build site.
html	ae5c18f	Donghe-Zhu	2021-01-31	Build site.
html	b50fe52	Donghe-Zhu	2021-01-31	Build site.
Rmd	ac99ae5	jens-daniel-mueller	2021-01-29	code review
html	ac99ae5	jens-daniel-mueller	2021-01-29	code review
html	b5bdcaf	Donghe-Zhu	2021-01-29	Build site.
Rmd	b234505	Donghe-Zhu	2021-01-29	MLR approach across all depth
html	442010d	Donghe-Zhu	2021-01-29	Build site.
Rmd	e67e7dd	Donghe-Zhu	2021-01-29	surface equilibrium approach across all latitudes irrespective of gamma
html	372adf5	Donghe-Zhu	2021-01-29	Build site.
html	af8788e	Donghe-Zhu	2021-01-29	Build site.
html	21c91c9	Donghe-Zhu	2021-01-29	Build site.
html	eded038	Donghe-Zhu	2021-01-29	Build site.
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---

1 Required data

Required are:

• cleaned and prepared GLODAP-based synthetic model subsetting file

GLODAP <-
  read_csv(paste(path_version_data,
                 "GLODAPv2.2020_MLR_fitting_ready.csv",
                 sep = ""))

2 Predictor combinations

Find all possible combinations of following considered predictor variables:

• sal, temp, aou, nitrate, silicate, phosphate, phosphate_star

# the following code is a workaround to find all predictor combinations
# using the olsrr package and fit all models for one era, slab, and basin

i_basin <- unique(GLODAP$basin)[1]
i_era   <- unique(GLODAP$era)[1]

# subset one basin and era for fitting
GLODAP_basin_era <- GLODAP %>%
  filter(basin == i_basin, era == i_era)

i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[1]
print(i_gamma_slab)

# subset one gamma slab
GLODAP_basin_era_slab <- GLODAP_basin_era %>%
  filter(gamma_slab == i_gamma_slab)

# fit the full linear model, i.e. all predictor combinations
lm_full <- lm(paste(
  params_local$MLR_target,
  paste(params_local$MLR_predictors, collapse = " + "),
  sep = " ~ "
),
data = GLODAP_basin_era_slab)

# fit linear models for all possible predictor combinations
# unfortunately, this functions does not provide model coefficients (yet)
lm_all <- ols_step_all_possible(lm_full)

# convert to tibble
lm_all <- as_tibble(lm_all)

# extract relevant columns and format model formula
lm_all <- lm_all %>% 
  select(n, predictors) %>%
  mutate(lm_coeff = str_replace_all(predictors, " ", " + "),
         lm_coeff = paste(params_local$MLR_target, "~", lm_coeff))

# remove certain predictor combinations
lm_rm_si <- lm_all %>%
  filter(str_detect(lm_coeff, "silicate_star")) %>%
  mutate(lm_coeff_filter = str_remove(lm_coeff, "silicate_star")) %>%
  filter(str_detect(lm_coeff_filter, "silicate") &
           str_detect(lm_coeff_filter, "nitrate")) %>%
  select(-lm_coeff_filter)

lm_rm_ph <- lm_all %>%
  filter(str_detect(lm_coeff, "phosphate_star")) %>%
  mutate(lm_coeff_filter = str_remove(lm_coeff, "phosphate_star")) %>%
  filter(str_detect(lm_coeff_filter, "phosphate") &
           str_detect(lm_coeff_filter, "oxygen")) %>%
  select(-lm_coeff_filter)

lm_rm <- bind_rows(lm_rm_ph, lm_rm_si) %>%
  unique()

 lm_all <- anti_join(lm_all, lm_rm)

# remove temp sal predictor combination
# lm_all <- lm_all %>%
# # filter(!(
# #   str_detect(lm_coeff, "temp") &
# #     str_detect(lm_coeff, "phosphate_star")
# # )) %>%
# mutate(lm_coeff_filter = str_remove(lm_coeff, "phosphate_star")) %>%
# filter(!(str_detect(lm_coeff_filter, "nitrate") &
#            str_detect(lm_coeff_filter, "phosphate")
# )) %>%
# filter(!(
#   str_detect(lm_coeff_filter, "temp") &
#     str_detect(lm_coeff_filter, "sal")
# )) %>%
# # filter(!(
# #   str_detect(lm_coeff_filter, "oxygen") &
# #     str_detect(lm_coeff_filter, "aou")
# # )) %>%
# select(-lm_coeff_filter)

# remove helper objects
rm(
  i_gamma_slab,
  i_era,
  i_basin,
  GLODAP_basin_era,
  GLODAP_basin_era_slab,
  lm_full,
  lm_rm_ph,
  lm_rm_si,
  lm_rm_o2,
  lm_rm
)

# lm_full <- lm(paste(
#   params_local$MLR_target,
#   paste(params_local$MLR_predictors, collapse = " + "),
#   sep = " ~ "
# ),
# data = GLODAP_basin_era_slab)
# 
# lm_full <-
#   loess(
#     cstar_tref ~ sal + temp + aou + phosphate,
#     span = 0.1,
#     degree = 1,
#     data = GLODAP_basin_era_slab
#   )

3 Apply predictor threshold

Select combinations with a total number of predictors in the range:

• Minimum: 2
  
• Maximum: 5

lm_all <- lm_all %>% 
  filter(n >= params_local$MLR_predictors_min,
         n <= params_local$MLR_predictors_max)

This results in a total number of MLR models of:

• 112

4 Fit all models

Individual linear regression models were fitted for the chosen target variable:

• cstar_tref

as a function of each predictor combination. Fitting was performed separately within each basin, era, and slab. Model diagnostics, such as the root mean squared error (RMSE), were calculated for each fitted model.

# loop across all basins, era, gamma slabs, and MLRs
# fit all MLR models
for (i_basin in unique(GLODAP$basin)) {
  for (i_era in unique(GLODAP$era)) {
    #i_basin <- unique(GLODAP$basin)[1]
    #i_era   <- unique(GLODAP$era)[1]
    print(i_basin)
    print(i_era)
    
    GLODAP_basin_era <- GLODAP %>%
      filter(basin == i_basin, era == i_era)
    
    for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
      #i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[1]
      print(i_gamma_slab)
      
      GLODAP_basin_era_slab <- GLODAP_basin_era %>%
        filter(gamma_slab == i_gamma_slab)
      
      # number of observations used for each fitting model
      i_nr_obs = nrow(GLODAP_basin_era_slab)
      
      for (i_predictors in unique(lm_all$predictors)) {
        #i_predictors <- unique(lm_all$predictors)[100]
        
        # extract one model definition
        i_lm <- lm_all %>%
          filter(predictors == i_predictors) %>%
          select(lm_coeff) %>%
          pull()
        
        # extract number of predictors
        i_n_predictors <- lm_all %>%
          filter(predictors == i_predictors) %>%
          select(n) %>%
          pull()
        
        if (i_nr_obs > i_n_predictors) {
          # fit model
          if (params_local$MLR_type == "rlm") {
            i_lm_fit <- MASS::rlm(as.formula(i_lm),
                                  data = GLODAP_basin_era_slab)
          }
          
          if (params_local$MLR_type == "lm") {
            i_lm_fit <- lm(as.formula(i_lm),
                           data = GLODAP_basin_era_slab)
          }
          
          # find max predictor correlation
          i_cor_max <- GLODAP_basin_era_slab %>%
            select(!!!syms(str_split(i_predictors, " ",
                                     simplify = TRUE))) %>%
            correlate(quiet = TRUE) %>%
            select(-term) %>%
            abs() %>%
            max(na.rm = TRUE)
          
          # calculate root mean squared error
          i_rmse <- sqrt(c(crossprod(i_lm_fit$residuals)) /
                           length(i_lm_fit$residuals))
          
          # calculate maximum residual
          i_resid_max <- max(abs(i_lm_fit$residuals))
          
          # calculate Akaike information criterion aic
          i_aic <- AIC(i_lm_fit)
          
          # calculate max VIF
          if (is.na(max(i_lm_fit$coefficients))){
            i_vif_max <- as.double("NA")
          } else{
          i_vif_max <- max(vif(i_lm_fit))
          }
          
          # collect model coefficients and diagnostics
          coefficients <- tidy(i_lm_fit)
          
          coefficients <- coefficients %>%
            mutate(
              basin = i_basin,
              era = i_era,
              gamma_slab = i_gamma_slab,
              model = i_lm,
              nr_obs = i_nr_obs,
              rmse = i_rmse,
              aic = i_aic,
              vif_max = i_vif_max,
              resid_max = i_resid_max,
              n_predictors = i_n_predictors,
              na_predictor = anyNA(coefficients$estimate),
              cor_max = i_cor_max
            )
          
          if (exists("lm_all_fitted")) {
            lm_all_fitted <- bind_rows(lm_all_fitted, coefficients)
          }
          
          if (!exists("lm_all_fitted")) {
            lm_all_fitted <- coefficients
          }
        }
      }
    }
  }
}

rm(
  i_lm_fit,
  coefficients,
  i_rmse,
  GLODAP_basin_era,
  GLODAP_basin_era_slab,
  i_lm,
  i_basin,
  i_era,
  i_gamma_slab,
  i_nr_obs,
  i_predictors,
  i_aic,
  i_vif_max,
  i_n_predictors,
  i_resid_max
)

5 Prepare coeffcients

Coefficients are prepared for the mapping of Cant and the chosen target variable.

5.1 Formatting

# lm_all_fitted <- lm_all_fitted_1

# lm_all_fitted <-
#   read_csv(paste(path_version_data,
#                   "lm_all_fitted.csv",
#                   sep = ""))

# select relevant columns
lm_all_fitted <- lm_all_fitted %>%
  select(
    basin,
    gamma_slab,
    era,
    model,
    nr_obs,
    n_predictors,
    term,
    estimate,
    rmse,
    aic,
    vif_max,
    resid_max,
    na_predictor,
    cor_max
  )

# set coefficient to zero if not fitted (=NA)
lm_all_fitted <- lm_all_fitted %>%
  mutate(estimate = if_else(is.na(estimate), 0, estimate))

# Prepare model coefficients for mapping of target variable
lm_all_fitted_wide <- lm_all_fitted %>%
  pivot_wider(
    values_from = estimate,
    names_from = term,
    names_prefix = "coeff_",
    values_fill = 0
  )

5.2 Predictor selection

Within each basin and slab, the following number of best linear regression models was selected:

• 10

The criterion used to select the best models was:

• rmse

The criterion was summed up for two adjacent eras, and the models with lowest summed values were selected.

Please note, that currently the lm() function produces NAs for some predictors. It is not yet entirely clear when this happens, but presumably it is caused by some form of collinearity between predictors, such that including another predictor does not help to explain the target variable any better. The issues also expresses as exactly identical rmse values of different models. As an interim solution, models with fitted NA predictors were not included.

# remove models with predictors fitted as NA
lm_all_fitted_wide <- lm_all_fitted_wide %>%
  filter(na_predictor == FALSE)

5.3 VIF threshold

To avoid multicollinearity among predictors, models were excluded with a VIF above:

• 1000

After removing models affected by multicollinearity, the targeted number of MLRs (10) was undercut in following fitting units:

# remove models with predictors fitted as NA
lm_all_fitted_wide <- lm_all_fitted_wide %>%
  filter(vif_max <= params_local$vif_max)

# lm_all_fitted_wide_check <- lm_all_fitted_wide %>%
#   group_by(era, basin, gamma_slab) %>% 
#   count() 
#   filter(n < params_local$MLR_number)

# calculate RMSE sum for adjacent eras
lm_all_fitted_wide_eras <- lm_all_fitted_wide %>%
  select(basin, gamma_slab, n_predictors, model, era, nr_obs, rmse, aic, vif_max, resid_max) %>%
  arrange(era) %>%
  group_by(basin, gamma_slab, model) %>%
  mutate(
    eras = paste(lag(era), era, sep = " --> "),
    rmse_sum = rmse + lag(rmse),
    rmse_lag = lag(rmse),
    aic_sum = aic + lag(aic),
    vif_max_sum = vif_max + lag(vif_max)
  ) %>%
  ungroup() %>%
  select(-c(era)) %>%
  drop_na() %>%
  filter(eras != "1982-1999 --> 2010-2019",
         eras != "1982-1999 --> 2008-2019")

#filter tripairs
lm_all_fitted_wide_eras <- lm_all_fitted_wide_eras %>%
  mutate(rmse = round(rmse, digits = 7), rmse_lag = round(rmse_lag, digits = 7)) %>%
  group_by(basin, gamma_slab, eras, rmse) %>%
  sample_n(1) %>%
  ungroup()

# calculate rank for each era
lm_all_fitted_wide_eras <- lm_all_fitted_wide_eras %>%
  group_by(eras, basin, gamma_slab) %>% 
  mutate(rank = rank(rmse, ties.method="first"),
         rank_sum = rank + rank(rmse_lag, ties.method="first")) %>%
  ungroup()

# subset models with lowest summed criterion
# chose which criterion is applied

if (params_local$MLR_criterion == "aic") {
  lm_best <- lm_all_fitted_wide_eras %>%
    group_by(basin, gamma_slab, eras) %>%
    slice_min(order_by = aic_sum,
              with_ties = FALSE,
              n = params_local$MLR_number) %>%
    ungroup() %>%
    arrange(basin, gamma_slab, eras, aic_sum)
} else if (params_local$MLR_criterion == "rmse") {
  lm_best <- lm_all_fitted_wide_eras %>%
    group_by(basin, gamma_slab, eras) %>%
    slice_min(order_by = rmse_sum,
              with_ties = FALSE,
              n = params_local$MLR_number) %>%
    ungroup() %>%
    arrange(basin, gamma_slab, eras, rmse_sum)
} else {
  lm_best <- lm_all_fitted_wide_eras %>%
    group_by(basin, gamma_slab, eras) %>%
    slice_min(order_by = rank_sum,
              with_ties = FALSE,
              n = params_local$MLR_number) %>%
    ungroup() %>%
    arrange(basin, gamma_slab, eras, rank_sum)
}

5.4 RMSE tables

5.4.1 per model

lm_best %>%
  kable() %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")

basin	gamma_slab	n_predictors	model	nr_obs	rmse	aic	vif_max	resid_max	eras	rmse_sum	rmse_lag	aic_sum	vif_max_sum	rank	rank_sum
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	74	1.2053560	251.6455997	40.713782	5.4394439	1982-1999 –> 2000-2009	2.4003155	1.1949595	6.233850e+02	63.471216	2	3
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	74	1.2075001	251.9086279	106.143445	5.4446982	1982-1999 –> 2000-2009	2.4178644	1.2103643	6.265173e+02	139.139343	3	5
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	74	1.2119150	252.4487619	23.367203	5.4248524	1982-1999 –> 2000-2009	2.4412641	1.2293491	6.305436e+02	46.112895	5	8
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	74	1.2115085	252.3991125	72.307241	5.4291916	1982-1999 –> 2000-2009	2.4992189	1.2877104	6.408833e+02	143.578128	4	8
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	74	1.2177840	253.1637546	139.776962	5.8104919	1982-1999 –> 2000-2009	2.5340943	1.3163104	6.465685e+02	224.159995	6	11
Atlantic	(-Inf,26]	4	cstar_tref ~ sal + temp + nitrate + phosphate	74	1.2743548	257.8840219	3.882793	6.2203963	1982-1999 –> 2000-2009	2.6721887	1.3978339	6.627492e+02	10.482349	8	14
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	74	1.5174410	285.7226528	149.069953	6.0676176	1982-1999 –> 2000-2009	2.9506289	1.4331879	6.981828e+02	322.913068	16	23
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	74	1.4274935	276.6790750	26.575848	5.9351859	1982-1999 –> 2000-2009	3.0509519	1.6234584	7.170625e+02	41.697162	14	23
Atlantic	(-Inf,26]	4	cstar_tref ~ sal + temp + nitrate + silicate	74	1.5758021	289.3080383	3.945148	6.2933908	1982-1999 –> 2000-2009	3.2195514	1.6437493	7.304737e+02	11.495405	17	27
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	74	1.1995472	250.9306347	104.876563	5.4515928	1982-1999 –> 2000-2009	3.2402053	2.0406581	7.425459e+02	289.075101	1	12
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	89	0.6171989	180.6746720	168.904058	3.6944080	2000-2009 –> 2010-2019	1.8349828	1.2177840	4.338384e+02	308.681020	3	9
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	89	0.7445868	214.0742618	310.223638	3.8935640	2000-2009 –> 2010-2019	1.9441340	1.1995472	4.650049e+02	415.100201	5	6
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	89	0.7631600	218.4598669	167.830528	3.7026350	2000-2009 –> 2010-2019	1.9750750	1.2119150	4.709086e+02	191.197731	6	11
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	89	0.7888308	224.3488483	226.921275	3.7831994	2000-2009 –> 2010-2019	1.9941868	1.2053560	4.759944e+02	267.635057	7	9
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	89	0.7908507	224.8040681	96.677637	3.7778831	2000-2009 –> 2010-2019	1.9983509	1.2075001	4.767127e+02	202.821082	8	11
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	89	0.7933784	225.3720711	207.408184	3.8029268	2000-2009 –> 2010-2019	2.0048869	1.2115085	4.777712e+02	279.715424	10	14
Atlantic	(-Inf,26]	4	cstar_tref ~ sal + temp + nitrate + phosphate	89	0.7924627	223.1665044	33.764204	3.7540351	2000-2009 –> 2010-2019	2.0668175	1.2743548	4.810505e+02	37.646997	9	17
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	89	0.6026113	176.4170944	217.185824	3.7778175	2000-2009 –> 2010-2019	2.2060510	1.6034397	4.702984e+02	357.639438	2	20
Atlantic	(-Inf,26]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	89	1.1104650	283.2216861	11.108275	4.0791372	2000-2009 –> 2010-2019	2.3298607	1.2193957	5.345812e+02	32.100808	18	25
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	89	0.9167187	251.0931309	210.497882	3.9376514	2000-2009 –> 2010-2019	2.3442121	1.4274935	5.277722e+02	237.073730	14	28
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	371	4.4120031	2168.2243634	180.482756	10.5858340	1982-1999 –> 2000-2009	8.1811327	3.7691296	6.048286e+03	491.078148	1	2
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	371	4.4536227	2175.1910316	9.481499	10.7334707	1982-1999 –> 2000-2009	8.2433140	3.7896914	6.062913e+03	19.431462	2	4
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	371	4.4609240	2176.4064820	16.596395	10.7603651	1982-1999 –> 2000-2009	8.2595683	3.7986443	6.067451e+03	33.436783	3	6
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	371	4.4797661	2179.5339591	9.647924	10.8415111	1982-1999 –> 2000-2009	8.2871427	3.8073765	6.073811e+03	21.041364	4	8
Atlantic	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	371	4.6846338	2212.7138946	118.037412	12.0465414	1982-1999 –> 2000-2009	9.1882397	4.5036060	6.343448e+03	193.402476	5	12
Atlantic	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	371	4.7258758	2219.2176433	117.810980	10.9270164	1982-1999 –> 2000-2009	9.2757719	4.5498961	6.364350e+03	193.780342	6	15
Atlantic	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	371	4.7512960	2223.1981168	117.287291	10.6546414	1982-1999 –> 2000-2009	9.3432534	4.5919574	6.381287e+03	193.447035	7	19
Atlantic	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	371	4.7718982	2226.4085609	117.690040	10.7428568	1982-1999 –> 2000-2009	9.3831244	4.6112263	6.390393e+03	210.705860	8	22
Atlantic	(26,26.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	371	4.9021476	2244.3900508	7.247337	9.9107605	1982-1999 –> 2000-2009	9.4457954	4.5436478	6.385588e+03	18.627311	13	21
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	371	4.8864196	2244.0055967	114.749542	12.2708819	1982-1999 –> 2000-2009	9.4498775	4.5634579	6.393329e+03	190.139265	11	21
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	430	3.1883285	2231.4543763	259.273583	11.1528545	2000-2009 –> 2010-2019	7.6003316	4.4120031	4.399679e+03	439.756339	1	2
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	430	3.2051233	2235.9726287	8.534425	11.2321869	2000-2009 –> 2010-2019	7.6587460	4.4536227	4.411164e+03	18.015924	2	4
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	430	3.2170216	2239.1592687	12.502994	11.2262470	2000-2009 –> 2010-2019	7.6779456	4.4609240	4.415566e+03	29.099389	3	6
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	430	3.2219121	2240.4656387	9.041865	11.2298259	2000-2009 –> 2010-2019	7.7016782	4.4797661	4.420000e+03	18.689789	4	8
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	430	3.5974225	2335.2742966	195.002826	15.5220398	2000-2009 –> 2010-2019	8.4838421	4.8864196	4.579280e+03	309.752367	7	18
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	430	3.3535384	2274.9009316	64.894546	12.8549680	2000-2009 –> 2010-2019	8.6915182	5.3379797	4.584490e+03	119.428832	5	26
Atlantic	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	430	4.1646825	2461.1975828	193.654380	15.3914148	2000-2009 –> 2010-2019	8.8493163	4.6846338	4.673911e+03	311.691793	14	19
Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + nitrate + phosphate	430	3.4892772	2307.0245057	7.411001	11.4855956	2000-2009 –> 2010-2019	8.8638829	5.3746056	4.619687e+03	15.728312	6	28
Atlantic	(26,26.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	430	3.5992505	2333.7111890	4.590876	15.2879358	2000-2009 –> 2010-2019	8.9042652	5.3050147	4.636704e+03	9.770510	8	27
Atlantic	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	430	4.1955940	2467.5571794	193.794349	15.6889586	2000-2009 –> 2010-2019	8.9214698	4.7258758	4.686775e+03	311.605328	18	24
Atlantic	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	486	3.3086855	2556.2557981	346.702612	10.1295542	1982-1999 –> 2000-2009	6.6324067	3.3237212	7.495900e+03	816.313217	4	5
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	486	3.2754591	2546.4454723	178.217491	11.2974481	1982-1999 –> 2000-2009	6.6868644	3.4114053	7.535044e+03	196.627803	1	6
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	486	3.3371771	2564.5900285	158.656468	9.9959671	1982-1999 –> 2000-2009	6.6925300	3.3553529	7.522042e+03	177.130741	8	10
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	486	3.3480773	2567.7596909	160.154073	9.9799701	1982-1999 –> 2000-2009	6.7110020	3.3629246	7.529449e+03	194.900099	10	13
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	486	3.3114132	2557.0567862	161.669393	11.6740341	1982-1999 –> 2000-2009	6.7612774	3.4498642	7.566731e+03	202.132032	5	11
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	486	3.3793640	2576.8005337	162.181965	9.9232570	1982-1999 –> 2000-2009	6.7720781	3.3927141	7.555070e+03	182.166337	13	17
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	486	3.3049752	2555.1652262	26.031663	9.7761480	1982-1999 –> 2000-2009	6.8605353	3.5555601	7.621573e+03	55.827570	2	10
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	486	3.3084244	2556.1791051	31.254371	9.7896792	1982-1999 –> 2000-2009	6.8683424	3.5599180	7.624890e+03	72.627194	3	12
Atlantic	(26.5,26.75]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	486	3.3299881	2560.4938610	336.543951	9.4402487	1982-1999 –> 2000-2009	6.8824339	3.5524458	7.623255e+03	805.229868	7	14
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	486	3.3190484	2559.2953746	29.924734	9.8256603	1982-1999 –> 2000-2009	6.8977970	3.5787486	7.637925e+03	59.720647	6	16
Atlantic	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	661	4.1144981	3759.8280421	377.733194	11.5976512	2000-2009 –> 2010-2019	7.4231836	3.3086855	6.316084e+03	724.435806	1	5
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	661	4.1650194	3775.9618268	26.144670	11.5015161	2000-2009 –> 2010-2019	7.4699947	3.3049752	6.331127e+03	52.176332	5	7
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	661	4.1394544	3767.8223447	109.331212	11.5650029	2000-2009 –> 2010-2019	7.4766316	3.3371771	6.332412e+03	267.987681	2	10
Atlantic	(26.5,26.75]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	661	4.1513837	3769.6266821	358.643053	11.4141837	2000-2009 –> 2010-2019	7.4813718	3.3299881	6.330121e+03	695.187004	3	10
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	661	4.2129174	3791.0781425	111.959912	11.0996625	2000-2009 –> 2010-2019	7.4883765	3.2754591	6.337524e+03	290.177403	10	11
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	661	4.1847022	3782.1945265	29.190815	11.6842907	2000-2009 –> 2010-2019	7.4931266	3.3084244	6.338374e+03	60.445185	7	10
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	661	4.1566574	3773.3050169	109.756077	11.7063839	2000-2009 –> 2010-2019	7.5047348	3.3480773	6.341065e+03	269.910150	4	14
Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	661	4.1712426	3775.9356095	18.141015	11.5017454	2000-2009 –> 2010-2019	7.5245374	3.3532948	6.343209e+03	41.686138	6	17
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	661	4.2184396	3792.8098709	26.113343	11.9586772	2000-2009 –> 2010-2019	7.5374880	3.3190484	6.352105e+03	56.038077	11	17
Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate	661	4.1885076	3781.3961398	24.629548	11.6786543	2000-2009 –> 2010-2019	7.5523367	3.3638291	6.351718e+03	55.730803	8	20
Atlantic	(26.75,27]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	902	1.9208491	3751.3574134	938.989443	9.9309812	1982-1999 –> 2000-2009	3.5126477	1.5917986	8.885534e+03	1673.656502	2	3
Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	902	1.8998881	3731.5632428	255.926556	8.9093322	1982-1999 –> 2000-2009	3.5445500	1.6446619	8.954538e+03	286.655775	1	3
Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	902	1.9550905	3783.2325755	232.606663	10.2499439	1982-1999 –> 2000-2009	3.6041186	1.6490280	9.013413e+03	263.285773	3	6
Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	902	1.9998618	3824.0780117	233.406379	10.3767083	1982-1999 –> 2000-2009	3.6778737	1.6780119	9.101616e+03	289.252085	5	9
Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	902	1.9552142	3783.3466672	238.650390	8.9112550	1982-1999 –> 2000-2009	3.7105576	1.7553434	9.183344e+03	299.747668	4	10
Atlantic	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	902	2.0523296	3870.7969510	235.835975	10.2592565	1982-1999 –> 2000-2009	3.7840781	1.7317486	9.234012e+03	269.206321	6	11
Atlantic	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	902	2.0817487	3896.4727851	203.396039	10.0184804	1982-1999 –> 2000-2009	4.1614388	2.0796901	9.757319e+03	232.970664	7	14
Atlantic	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	902	2.0854958	3897.7170199	231.319040	11.1318916	1982-1999 –> 2000-2009	4.2869621	2.2014664	9.911230e+03	261.891839	8	16
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	902	2.7557027	4402.4302463	202.895478	21.4398621	1982-1999 –> 2000-2009	5.1952800	2.4395773	1.069708e+04	233.285538	9	18
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	902	2.7724708	4413.3740983	201.456899	21.1923918	1982-1999 –> 2000-2009	5.2194176	2.4469468	1.071623e+04	258.270333	11	21
Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1219	2.1757675	5368.6281621	116.106954	8.4089792	2000-2009 –> 2010-2019	4.0756555	1.8998881	9.100191e+03	372.033510	3	4
Atlantic	(26.75,27]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1219	2.1554495	5345.7544548	869.926147	8.4604190	2000-2009 –> 2010-2019	4.0762987	1.9208491	9.097112e+03	1808.915590	1	3
Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1219	2.1743884	5367.0823938	111.670800	8.6046417	2000-2009 –> 2010-2019	4.1294790	1.9550905	9.150315e+03	344.277463	2	5
Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1219	2.2057244	5401.9665977	111.844471	8.6771679	2000-2009 –> 2010-2019	4.2055862	1.9998618	9.226045e+03	345.250850	4	9
Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1219	2.3015488	5505.6457141	111.502145	8.2350356	2000-2009 –> 2010-2019	4.2567630	1.9552142	9.288992e+03	350.152535	7	11
Atlantic	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1219	2.2409729	5440.6190246	112.709795	8.8530183	2000-2009 –> 2010-2019	4.2933025	2.0523296	9.311416e+03	348.545770	5	11
Atlantic	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1219	2.2762290	5476.6762471	111.545853	9.8762657	2000-2009 –> 2010-2019	4.3617248	2.0854958	9.374393e+03	342.864892	6	14
Atlantic	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1219	2.4857837	5693.3856026	99.777622	8.7395046	2000-2009 –> 2010-2019	4.5675323	2.0817487	9.589858e+03	303.173662	8	15
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1219	3.1912890	6302.4880926	95.476652	14.8539509	2000-2009 –> 2010-2019	5.9469917	2.7557027	1.070492e+04	298.372130	12	21
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1219	3.1885051	6300.3603852	94.980889	14.5081166	2000-2009 –> 2010-2019	5.9609759	2.7724708	1.071373e+04	296.437789	11	22
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	939	1.3604663	3256.8666274	173.146632	4.8144076	1982-1999 –> 2000-2009	2.5948795	1.2344131	8.804765e+03	313.351140	1	3
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	939	1.3681999	3267.5119782	327.988045	4.7026974	1982-1999 –> 2000-2009	2.6439529	1.2757529	8.927277e+03	373.968971	2	5
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	939	1.3829448	3287.6426271	322.139070	4.7905245	1982-1999 –> 2000-2009	2.6711766	1.2882318	8.980465e+03	416.591291	3	7
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	939	1.4921360	3430.3584151	219.346372	8.0618547	1982-1999 –> 2000-2009	2.6807260	1.1885900	8.849793e+03	268.561084	8	9
Atlantic	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate	939	1.4218729	3337.7754802	141.852824	5.8412576	1982-1999 –> 2000-2009	2.7104164	1.2885435	9.029419e+03	236.128557	5	10
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	939	1.4202947	3337.6899101	346.803677	5.0207956	1982-1999 –> 2000-2009	2.7455502	1.3252555	9.126737e+03	400.854077	4	11
Atlantic	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	939	1.5804080	3536.2953579	218.338803	8.2264801	1982-1999 –> 2000-2009	2.8968643	1.3164562	9.300719e+03	258.970036	9	15
Atlantic	(27,27.25]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	939	1.6508369	3620.1749032	990.711216	11.6415315	1982-1999 –> 2000-2009	3.0124485	1.3616116	9.501130e+03	1947.422846	10	18
Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	939	1.6540648	3623.8433781	171.609082	11.5776246	1982-1999 –> 2000-2009	3.0342996	1.3802348	9.550932e+03	217.318741	11	20
Atlantic	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	939	1.4566013	3385.0932881	132.789948	6.3524400	1982-1999 –> 2000-2009	3.0564390	1.5998378	9.813597e+03	185.086591	6	23
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1433	1.4506128	5146.7898725	158.578726	7.2542714	2000-2009 –> 2010-2019	2.8110791	1.3604663	8.403656e+03	331.725359	1	2
Atlantic	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1433	1.5313813	5302.0814487	128.260325	6.4737405	2000-2009 –> 2010-2019	2.9879826	1.4566013	8.687175e+03	261.050273	2	8
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1433	1.6309176	5482.5611684	291.182231	5.7758044	2000-2009 –> 2010-2019	2.9991176	1.3681999	8.750073e+03	619.170276	5	7
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1433	1.6370196	5493.2640526	285.707423	5.9140173	2000-2009 –> 2010-2019	3.0199644	1.3829448	8.780907e+03	607.846493	7	10
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1433	1.6489430	5514.0632617	295.714015	6.0432562	2000-2009 –> 2010-2019	3.0692377	1.4202947	8.851753e+03	642.517692	8	12
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1433	1.5894458	5408.7404637	201.123480	8.2434616	2000-2009 –> 2010-2019	3.0815818	1.4921360	8.839099e+03	420.469852	3	11
Atlantic	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1433	1.6972495	5594.8175519	130.142763	7.4997838	2000-2009 –> 2010-2019	3.1191223	1.4218729	8.932593e+03	271.995587	11	16
Atlantic	(27,27.25]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	1433	1.6583188	5528.3129311	117.123582	5.8034676	2000-2009 –> 2010-2019	3.1256441	1.4673254	8.925182e+03	248.629423	9	16
Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1433	1.6172141	5458.3782816	175.186525	8.0184321	2000-2009 –> 2010-2019	3.2712789	1.6540648	9.082222e+03	346.795607	4	14
Atlantic	(27,27.25]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1433	1.6347260	5487.2458163	168.651021	8.1413990	2000-2009 –> 2010-2019	3.2890609	1.6543348	9.109396e+03	333.543030	6	17
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1027	1.2782464	3432.7344058	735.467950	8.0286264	1982-1999 –> 2000-2009	2.1447030	0.8664567	8.640959e+03	1565.630712	3	4
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1027	1.2730979	3424.4445969	717.847287	8.0438364	1982-1999 –> 2000-2009	2.1501396	0.8770417	8.682113e+03	1103.213107	2	4
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1027	1.3249126	3506.3854148	702.156210	8.6973459	1982-1999 –> 2000-2009	2.2156608	0.8907482	8.827199e+03	1227.081167	5	8
Atlantic	(27.25,27.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1027	1.3460221	3538.8533618	776.515200	5.4027782	1982-1999 –> 2000-2009	2.2795916	0.9335695	9.050862e+03	1537.369294	6	11
Atlantic	(27.25,27.5]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1027	1.3476809	3539.3830353	622.145109	5.4893584	1982-1999 –> 2000-2009	2.2838116	0.9361308	9.060548e+03	1350.502613	10	16
Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1027	1.3465396	3539.6428485	597.547352	5.3921338	1982-1999 –> 2000-2009	2.2842339	0.9376944	9.069604e+03	928.902207	7	14
Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1027	1.3473695	3538.9084201	576.680751	5.4488256	1982-1999 –> 2000-2009	2.2859292	0.9385597	9.070626e+03	905.531661	9	17
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1027	1.2520854	3390.2605021	731.975704	8.3859528	1982-1999 –> 2000-2009	2.2918605	1.0397751	9.341004e+03	1131.481880	1	15
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1027	1.4001375	3619.8154733	835.311312	8.7107851	1982-1999 –> 2000-2009	2.3296859	0.9295483	9.114247e+03	1271.818892	14	18
Atlantic	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1027	1.2826005	3437.7191466	688.338160	7.9927426	1982-1999 –> 2000-2009	2.3336748	1.0510743	9.430474e+03	1069.374195	4	19
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1730	1.2732952	5759.4916164	871.307842	5.1356558	2000-2009 –> 2010-2019	2.5463930	1.2730979	9.183936e+03	1589.155129	1	2
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1730	1.3376433	5930.0736137	926.989493	5.5120771	2000-2009 –> 2010-2019	2.7377808	1.4001375	9.549889e+03	1762.300805	5	16
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1730	1.2910513	5807.4078937	439.064300	5.0475171	2000-2009 –> 2010-2019	2.7504219	1.4593706	9.512330e+03	1085.192411	2	16
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1730	1.2968116	5822.8112382	161.525748	4.6015024	2000-2009 –> 2010-2019	2.7665604	1.4697488	9.542289e+03	356.465794	4	19
Atlantic	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1730	1.5005026	6325.5958014	871.224245	4.9091118	2000-2009 –> 2010-2019	2.7831032	1.2826005	9.763315e+03	1559.562405	15	17
Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1730	1.4560414	6223.5232481	490.931761	6.4092472	2000-2009 –> 2010-2019	2.8025809	1.3465396	9.763166e+03	1088.479113	7	11
Atlantic	(27.25,27.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1730	1.4686479	6253.3511675	678.430878	6.4772776	2000-2009 –> 2010-2019	2.8146700	1.3460221	9.792205e+03	1454.946078	8	11
Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1730	1.4816481	6281.8438268	479.948589	5.9672929	2000-2009 –> 2010-2019	2.8290176	1.3473695	9.820752e+03	1056.629340	9	15
Atlantic	(27.25,27.5]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1730	1.4878249	6296.2380662	677.754003	6.0857590	2000-2009 –> 2010-2019	2.8355058	1.3476809	9.835621e+03	1299.899111	11	18
Atlantic	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1730	1.2956222	5817.6362879	347.036894	5.2169159	2000-2009 –> 2010-2019	2.8597061	1.5640839	9.662891e+03	826.239063	3	20
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1534	1.2523886	5057.7647998	157.968092	11.9528406	1982-1999 –> 2000-2009	2.1263257	0.8739371	1.298495e+04	377.268703	2	3
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1534	1.2305343	5003.7552238	648.530212	9.9142083	1982-1999 –> 2000-2009	2.1450684	0.9145341	1.321074e+04	1288.769444	1	3
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1534	1.3365063	5255.2043794	647.450577	10.2195371	1982-1999 –> 2000-2009	2.2525693	0.9160630	1.347048e+04	1274.651475	3	6
Atlantic	(27.5,27.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1534	1.4048527	5408.2162707	423.895229	11.3909989	1982-1999 –> 2000-2009	2.3369500	0.9320973	1.373042e+04	953.817099	5	9
Atlantic	(27.5,27.75]	3	cstar_tref ~ aou + nitrate + phosphate_star	1534	1.4331849	5467.4741618	370.015924	11.8578794	1982-1999 –> 2000-2009	2.3742792	0.9410942	1.384687e+04	833.711708	6	11
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + nitrate	1534	1.5454556	5700.8614320	74.717483	15.4808614	1982-1999 –> 2000-2009	2.6580794	1.1126238	1.511398e+04	201.345280	7	14
Atlantic	(27.5,27.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	1534	1.6560270	5912.8682084	110.460524	10.8463513	1982-1999 –> 2000-2009	2.7524210	1.0963939	1.523544e+04	240.046647	9	15
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + silicate	1534	1.3700552	5331.2664313	154.553255	14.3735627	1982-1999 –> 2000-2009	2.7877823	1.4177271	1.623764e+04	372.609526	4	13
Atlantic	(27.5,27.75]	3	cstar_tref ~ sal + aou + nitrate	1534	1.5848855	5776.1546960	57.722232	16.7234029	1982-1999 –> 2000-2009	3.0359830	1.4510975	1.682389e+04	160.474248	8	18
Atlantic	(27.5,27.75]	3	cstar_tref ~ temp + aou + nitrate	1534	1.9430484	6401.2472834	13.524627	12.4288799	1982-1999 –> 2000-2009	3.2780599	1.3350114	1.693519e+04	29.236193	11	19
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2540	1.1421648	7897.4686064	757.079492	5.6199023	2000-2009 –> 2010-2019	2.3726990	1.2305343	1.290122e+04	1405.609704	1	2
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2540	1.1602351	7977.2109304	190.648247	5.6547772	2000-2009 –> 2010-2019	2.4126237	1.2523886	1.303498e+04	348.616339	2	4
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + silicate	2540	1.1617530	7981.8525308	167.503503	5.6587212	2000-2009 –> 2010-2019	2.5318082	1.3700552	1.331312e+04	322.056758	3	7
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	2540	1.2005942	8148.9158821	576.169855	6.3435284	2000-2009 –> 2010-2019	2.5371005	1.3365063	1.340412e+04	1223.620432	4	7
Atlantic	(27.5,27.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	2540	1.2771788	8463.0477773	392.371165	5.1990451	2000-2009 –> 2010-2019	2.6820315	1.4048527	1.387126e+04	816.266395	5	10
Atlantic	(27.5,27.75]	3	cstar_tref ~ aou + nitrate + phosphate_star	2540	1.2815708	8478.4873200	360.912488	5.4904788	2000-2009 –> 2010-2019	2.7147558	1.4331849	1.394596e+04	730.928412	6	12
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + nitrate	2540	1.2822489	8483.1744472	108.408867	6.9341258	2000-2009 –> 2010-2019	2.8277045	1.5454556	1.418404e+04	183.126350	7	14
Atlantic	(27.5,27.75]	3	cstar_tref ~ sal + aou + nitrate	2540	1.2824494	8481.9686963	78.884962	6.9320508	2000-2009 –> 2010-2019	2.8673349	1.5848855	1.425812e+04	136.607193	8	16
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2540	1.5314339	9387.3265338	275.850010	8.9402897	2000-2009 –> 2010-2019	3.2375039	1.7060700	1.539353e+04	427.090835	9	19
Atlantic	(27.5,27.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	2540	1.5835778	9555.4163474	87.283080	6.3535312	2000-2009 –> 2010-2019	3.2396049	1.6560270	1.546828e+04	197.743605	10	19
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	606	1.0307839	1770.5008515	178.657389	10.9304916	1982-1999 –> 2000-2009	1.6209403	0.5901564	3.583691e+03	324.221773	1	2
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	606	1.0383189	1779.3282449	166.470221	11.6693903	1982-1999 –> 2000-2009	1.6308459	0.5925270	3.600608e+03	335.025034	2	4
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	606	1.1566609	1908.1446882	79.004982	12.0868127	1982-1999 –> 2000-2009	1.8558431	0.6991822	4.061434e+03	181.232598	4	7
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + silicate	606	1.1313689	1881.3485909	158.416367	11.3447049	1982-1999 –> 2000-2009	1.8765126	0.7451437	4.163115e+03	324.957172	3	9
Atlantic	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + silicate	606	1.2212859	1974.0375152	154.020117	13.7063325	1982-1999 –> 2000-2009	1.9208337	0.6995478	4.128382e+03	300.489934	6	10
Atlantic	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	606	1.2430412	1995.4373834	159.705977	13.2494178	1982-1999 –> 2000-2009	1.9656916	0.7226504	4.215349e+03	283.727726	7	12
Atlantic	(27.75,27.85]	3	cstar_tref ~ sal + aou + nitrate	606	1.1930234	1943.6602676	78.851162	11.7745925	1982-1999 –> 2000-2009	1.9786229	0.7855995	4.330118e+03	180.014585	5	12
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	606	1.2664151	2018.0159282	82.626125	11.9647352	1982-1999 –> 2000-2009	2.1047266	0.8383116	4.537528e+03	161.531198	8	16
Atlantic	(27.75,27.85]	3	cstar_tref ~ temp + aou + nitrate	606	1.4436906	2174.8032064	28.957483	15.2437860	1982-1999 –> 2000-2009	2.3309427	0.8872521	4.806816e+03	62.862603	9	18
Atlantic	(27.75,27.85]	3	cstar_tref ~ temp + nitrate + phosphate_star	606	1.5558737	2265.5026456	33.864811	15.4006564	1982-1999 –> 2000-2009	2.5858622	1.0299885	5.198548e+03	62.536424	10	20
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1029	0.7578573	2363.5739835	202.140501	2.9988156	2000-2009 –> 2010-2019	1.7961761	1.0383189	4.142902e+03	368.610722	1	3
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1029	0.7803776	2423.8380451	265.653867	2.7014124	2000-2009 –> 2010-2019	1.8111615	1.0307839	4.194339e+03	444.311256	3	4
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + silicate	1029	0.7793458	2419.1151553	195.832489	2.6432737	2000-2009 –> 2010-2019	1.9107146	1.1313689	4.300464e+03	354.248857	2	5
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	1029	0.8140610	2508.8038606	149.907752	3.3324729	2000-2009 –> 2010-2019	1.9707219	1.1566609	4.416949e+03	228.912734	4	8
Atlantic	(27.75,27.85]	3	cstar_tref ~ sal + aou + nitrate	1029	0.8362622	2562.1782143	144.708700	3.1146607	2000-2009 –> 2010-2019	2.0292856	1.1930234	4.505838e+03	223.559862	5	10
Atlantic	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + silicate	1029	0.9393560	2803.4254997	111.723001	4.6105351	2000-2009 –> 2010-2019	2.1606419	1.2212859	4.777463e+03	265.743118	6	12
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	1029	0.9421243	2809.4815619	184.364710	3.6530722	2000-2009 –> 2010-2019	2.2085394	1.2664151	4.827497e+03	266.990835	7	15
Atlantic	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	1029	0.9693566	2868.1249321	129.705570	4.4262698	2000-2009 –> 2010-2019	2.2123978	1.2430412	4.863562e+03	289.411548	8	15
Atlantic	(27.75,27.85]	3	cstar_tref ~ temp + aou + nitrate	1029	1.0221487	2975.2600583	29.385124	5.2830272	2000-2009 –> 2010-2019	2.4658393	1.4436906	5.150063e+03	58.342607	9	18
Atlantic	(27.75,27.85]	3	cstar_tref ~ temp + nitrate + phosphate_star	1029	1.1140343	3152.4145819	40.507680	5.2825985	2000-2009 –> 2010-2019	2.6699079	1.5558737	5.417917e+03	74.372492	10	20
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	615	2.8821478	3061.2934001	137.277223	14.4484878	1982-1999 –> 2000-2009	3.4108174	0.5286696	5.183907e+03	263.444124	1	2
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	615	2.9440405	3085.4274385	85.991817	14.0556411	1982-1999 –> 2000-2009	3.6014098	0.6573693	5.793887e+03	165.762024	2	8
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	615	3.0476981	3129.9898769	121.740889	15.2978115	1982-1999 –> 2000-2009	3.6057882	0.5580901	5.398718e+03	251.639615	3	5
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + nitrate	615	3.0502300	3129.0113201	63.328201	15.1694514	1982-1999 –> 2000-2009	3.6446017	0.5943717	5.565672e+03	142.189617	4	7
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + silicate	615	3.1855228	3182.3925737	104.620392	14.6655058	1982-1999 –> 2000-2009	4.0225774	0.8370547	6.542807e+03	209.879864	5	13
Atlantic	(27.85,27.95]	3	cstar_tref ~ sal + aou + nitrate	615	3.1862236	3180.6631565	56.414664	14.7264996	1982-1999 –> 2000-2009	4.0234175	0.8371939	6.539526e+03	126.704687	6	15
Atlantic	(27.85,27.95]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	615	3.5381953	3311.5430535	137.098085	21.1408530	1982-1999 –> 2000-2009	4.1349662	0.5967709	5.759072e+03	263.246018	8	12
Atlantic	(27.85,27.95]	4	cstar_tref ~ temp + aou + nitrate + silicate	615	3.7160014	3371.8516765	120.439562	22.3243964	1982-1999 –> 2000-2009	4.3171762	0.6011748	5.839218e+03	249.586199	13	18
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	615	3.5911878	3329.8284947	68.192270	15.0713948	1982-1999 –> 2000-2009	4.7679069	1.1767191	7.609171e+03	127.042644	9	21
Atlantic	(27.85,27.95]	3	cstar_tref ~ sal + nitrate + phosphate_star	615	3.6039044	3332.1763177	51.205002	15.3255575	1982-1999 –> 2000-2009	4.7874046	1.1835002	7.625021e+03	99.202468	10	23
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	982	0.7282410	2177.9653610	256.121760	5.2624473	2000-2009 –> 2010-2019	3.6103888	2.8821478	5.239259e+03	393.398983	1	2
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	982	0.8229244	2416.0294741	219.062770	5.7073189	2000-2009 –> 2010-2019	3.7669649	2.9440405	5.501457e+03	305.054587	4	6
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	982	0.7832867	2321.0755904	171.693223	6.5387499	2000-2009 –> 2010-2019	3.8309848	3.0476981	5.451065e+03	293.434112	2	5
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + nitrate	982	0.7950098	2348.2520480	143.420901	6.5980208	2000-2009 –> 2010-2019	3.8452398	3.0502300	5.477263e+03	206.749101	3	7
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + silicate	982	0.8832391	2554.9464037	171.449012	6.0861089	2000-2009 –> 2010-2019	4.0687619	3.1855228	5.737339e+03	276.069404	5	10
Atlantic	(27.85,27.95]	3	cstar_tref ~ sal + aou + nitrate	982	0.9057301	2602.3319283	141.677949	6.1402314	2000-2009 –> 2010-2019	4.0919537	3.1862236	5.782995e+03	198.092613	6	12
Atlantic	(27.85,27.95]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	982	0.9715544	2742.1180590	162.711015	7.3193148	2000-2009 –> 2010-2019	4.5097497	3.5381953	6.053661e+03	299.809100	7	15
Atlantic	(27.85,27.95]	4	cstar_tref ~ temp + aou + nitrate + silicate	982	0.9933810	2785.7523670	126.319490	8.2103503	2000-2009 –> 2010-2019	4.7093824	3.7160014	6.157604e+03	246.759051	8	21
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	982	1.2955250	3307.3063698	183.173477	6.4106071	2000-2009 –> 2010-2019	4.8867128	3.5911878	6.637135e+03	251.365747	12	21
Atlantic	(27.85,27.95]	3	cstar_tref ~ sal + nitrate + phosphate_star	982	1.3346981	3363.8121203	151.851019	6.4860899	2000-2009 –> 2010-2019	4.9386025	3.6039044	6.695988e+03	203.056020	13	23
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	738	1.8818664	3041.5750488	119.531328	11.7125716	1982-1999 –> 2000-2009	3.4950202	1.6131537	9.574113e+03	204.084321	1	3
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	738	1.9557293	3096.3997249	65.854431	12.3137432	1982-1999 –> 2000-2009	3.6432131	1.6874837	9.781720e+03	108.623265	2	5
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate	738	2.2385417	3295.7504375	500.687498	15.6954815	1982-1999 –> 2000-2009	3.7566917	1.5181500	9.617727e+03	956.186336	3	4
Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	738	2.4231096	3412.6895241	90.776079	13.5258742	1982-1999 –> 2000-2009	4.5694774	2.1463679	1.092450e+04	165.931732	4	10
Atlantic	(27.95,28.05]	3	cstar_tref ~ temp + nitrate + phosphate	738	2.6016106	3515.6022033	463.062290	16.8428740	1982-1999 –> 2000-2009	4.6087828	2.0071722	1.079503e+04	915.591895	7	12
Atlantic	(27.95,28.05]	3	cstar_tref ~ temp + nitrate + phosphate_star	738	2.4362189	3418.6533780	61.797213	13.3681230	1982-1999 –> 2000-2009	4.6111171	2.1748981	1.097384e+04	104.162059	5	12
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	738	2.4405551	3425.2781123	137.169720	9.0137179	1982-1999 –> 2000-2009	4.6161058	2.1755507	1.098549e+04	247.919670	6	14
Atlantic	(27.95,28.05]	3	cstar_tref ~ sal + nitrate + phosphate	738	2.9459385	3699.0641588	380.009764	17.9392820	1982-1999 –> 2000-2009	4.8798871	1.9339486	1.085080e+04	739.612374	8	12
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + nitrate	738	3.3438656	3888.0734728	75.255087	11.3825288	1982-1999 –> 2000-2009	6.1864466	2.8425810	1.236518e+04	137.369634	9	18
Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + silicate	738	3.4811289	3947.4516865	128.271179	11.5065161	1982-1999 –> 2000-2009	6.4084438	2.9273149	1.252548e+04	236.459316	10	20
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1216	1.6517737	4685.3569098	138.522149	7.6399628	2000-2009 –> 2010-2019	3.5336401	1.8818664	7.726932e+03	258.053477	1	2
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	1216	1.6524834	4684.4015849	86.570860	7.4856318	2000-2009 –> 2010-2019	3.6082127	1.9557293	7.780801e+03	152.425291	2	4
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate	1216	1.7849738	4871.9684175	822.613108	7.5951560	2000-2009 –> 2010-2019	4.0235155	2.2385417	8.167719e+03	1323.300606	3	6
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1216	2.2477388	5434.5954675	179.601250	10.0043584	2000-2009 –> 2010-2019	4.6882939	2.4405551	8.859874e+03	316.770970	5	11
Atlantic	(27.95,28.05]	3	cstar_tref ~ temp + nitrate + phosphate	1216	2.1323903	5302.4748081	822.611709	8.4873174	2000-2009 –> 2010-2019	4.7340009	2.6016106	8.818077e+03	1285.674000	4	11
Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	1216	2.3467559	5537.4369476	135.540621	10.6093427	2000-2009 –> 2010-2019	4.7698654	2.4231096	8.950126e+03	226.316700	7	11
Atlantic	(27.95,28.05]	3	cstar_tref ~ temp + nitrate + phosphate_star	1216	2.4618271	5651.8565291	84.217007	10.8265337	2000-2009 –> 2010-2019	4.8980460	2.4362189	9.070510e+03	146.014220	8	13
Atlantic	(27.95,28.05]	3	cstar_tref ~ sal + nitrate + phosphate	1216	2.3203289	5507.8947110	615.087572	7.5516256	2000-2009 –> 2010-2019	5.2662674	2.9459385	9.206959e+03	995.097336	6	14
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + nitrate	1216	2.5226146	5713.1781385	104.029477	12.0486220	2000-2009 –> 2010-2019	5.8664802	3.3438656	9.601252e+03	179.284564	9	18
Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + silicate	1216	3.1754573	6272.9169296	179.227459	16.5765021	2000-2009 –> 2010-2019	6.6565862	3.4811289	1.022037e+04	307.498638	11	21
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	407	0.1543418	-352.0128599	176.828939	0.6854807	1982-1999 –> 2000-2009	0.3288537	0.1745119	-8.968817e+02	314.808719	1	2
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	407	0.1668953	-290.3605950	175.290267	0.8549787	1982-1999 –> 2000-2009	0.3462955	0.1794003	-7.899881e+02	293.858751	2	4
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	407	0.2807520	133.0050096	891.407270	1.6411989	1982-1999 –> 2000-2009	0.4742770	0.1935251	-2.370254e+02	1649.858641	7	10
Atlantic	(28.05,28.1]	4	cstar_tref ~ temp + aou + nitrate + silicate	407	0.2594213	68.6843351	169.984152	0.9973434	1982-1999 –> 2000-2009	0.4830484	0.2236271	-5.412666e+01	306.241512	4	9
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	407	0.2360101	-6.3030482	245.875738	0.8441582	1982-1999 –> 2000-2009	0.5016470	0.2656369	1.672632e+02	510.727971	3	10
Atlantic	(28.05,28.1]	3	cstar_tref ~ aou + nitrate + silicate	407	0.2605303	70.1564580	169.949915	0.8759423	1982-1999 –> 2000-2009	0.5103807	0.2498505	1.349548e+02	288.431038	6	12
Atlantic	(28.05,28.1]	3	cstar_tref ~ aou + nitrate + phosphate_star	407	0.3316436	266.6087741	741.678780	1.8499745	1982-1999 –> 2000-2009	0.5538364	0.2221928	1.307949e+02	1291.822424	9	13
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	407	0.2604678	71.9612213	139.320760	0.9540775	1982-1999 –> 2000-2009	0.5783398	0.3178720	5.505040e+02	225.007255	5	16
Atlantic	(28.05,28.1]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	407	0.3049970	200.4289354	245.656550	0.9730624	1982-1999 –> 2000-2009	0.6144716	0.3094747	6.331906e+02	478.547412	8	18
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + nitrate	407	0.4181289	457.2359543	154.374831	2.0616952	1982-1999 –> 2000-2009	0.6956465	0.2775177	7.036220e+02	269.107932	11	19
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	596	0.1523790	-537.2352126	284.097778	0.5843425	2000-2009 –> 2010-2019	0.3067208	0.1543418	-8.892481e+02	460.926717	1	2
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	596	0.1569887	-503.7102082	284.093537	0.8066591	2000-2009 –> 2010-2019	0.3238840	0.1668953	-7.940708e+02	459.383804	2	4
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	596	0.2407878	8.1583987	417.677585	0.6782678	2000-2009 –> 2010-2019	0.4767979	0.2360101	1.855350e+00	663.553324	3	6
Atlantic	(28.05,28.1]	4	cstar_tref ~ temp + aou + nitrate + silicate	596	0.2618847	106.2724172	259.851687	0.9639929	2000-2009 –> 2010-2019	0.5213060	0.2594213	1.749568e+02	429.835839	4	8
Atlantic	(28.05,28.1]	3	cstar_tref ~ aou + nitrate + silicate	596	0.2628332	108.5816775	257.624453	0.8478481	2000-2009 –> 2010-2019	0.5233634	0.2605303	1.787381e+02	427.574368	5	11
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	596	0.2680951	134.2098932	210.469890	0.7809302	2000-2009 –> 2010-2019	0.5285629	0.2604678	2.061711e+02	349.790650	6	11
Atlantic	(28.05,28.1]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	596	0.3241085	360.3756537	407.769563	1.0807476	2000-2009 –> 2010-2019	0.6291055	0.3049970	5.608046e+02	653.426113	7	14
Atlantic	(28.05,28.1]	3	cstar_tref ~ nitrate + silicate + phosphate_star	596	0.3606288	485.6467942	177.455666	1.2457386	2000-2009 –> 2010-2019	0.7219717	0.3613429	8.220694e+02	304.318543	8	16
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + nitrate	596	0.3744895	532.6024918	257.113108	1.9783185	2000-2009 –> 2010-2019	0.7926184	0.4181289	9.898384e+02	411.487938	9	18
Atlantic	(28.05,28.1]	3	cstar_tref ~ temp + aou + nitrate	596	0.4396394	721.7887226	230.186526	2.4361247	2000-2009 –> 2010-2019	0.9037636	0.4641241	1.261976e+03	378.160204	10	20
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	593	0.1587625	-485.7891967	249.537145	0.7959182	1982-1999 –> 2000-2009	0.3484734	0.1897109	-1.006596e+03	386.677624	1	2
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + silicate	593	0.1661515	-433.8371296	201.040681	0.5019362	1982-1999 –> 2000-2009	0.3579015	0.1917499	-9.331460e+02	329.504255	2	4
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate	593	0.1996458	-216.0347350	779.012258	0.8610607	1982-1999 –> 2000-2009	0.3988098	0.1991640	-6.319591e+02	1307.221678	4	7
Atlantic	(28.1,28.15]	4	cstar_tref ~ temp + aou + nitrate + silicate	593	0.1822519	-324.1444372	185.325044	1.2327850	1982-1999 –> 2000-2009	0.4088241	0.2265722	-4.566695e+02	298.611881	3	7
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	593	0.2088410	-162.6310376	486.752114	1.4156821	1982-1999 –> 2000-2009	0.4355932	0.2267522	-2.934104e+02	804.021990	5	10
Atlantic	(28.1,28.15]	3	cstar_tref ~ aou + nitrate + phosphate_star	593	0.2111424	-151.6329072	476.392603	1.4002170	1982-1999 –> 2000-2009	0.4392546	0.2281122	-2.712687e+02	793.474126	6	12
Atlantic	(28.1,28.15]	3	cstar_tref ~ aou + nitrate + phosphate	593	0.3037365	279.6296663	728.414220	0.8601829	1982-1999 –> 2000-2009	0.5760644	0.2723279	5.494114e+02	1255.824054	7	14
Atlantic	(28.1,28.15]	3	cstar_tref ~ aou + nitrate + silicate	593	0.3087692	299.1200340	154.263305	0.7039403	1982-1999 –> 2000-2009	0.6254742	0.3167050	9.007204e+02	264.425449	9	17
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + nitrate	593	0.3086826	300.7873286	188.546587	2.3348062	1982-1999 –> 2000-2009	0.6692487	0.3605661	1.189478e+03	303.499788	8	17
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	593	0.3638393	497.7641738	825.437285	0.9272306	1982-1999 –> 2000-2009	0.7618727	0.3980333	1.605751e+03	1183.539854	10	21
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	895	0.1932800	-388.1715312	335.945895	0.9711628	2000-2009 –> 2010-2019	0.3520425	0.1587625	-8.739607e+02	585.483040	1	2
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + silicate	895	0.1947435	-376.6688530	323.429175	0.7731076	2000-2009 –> 2010-2019	0.3608950	0.1661515	-8.105060e+02	524.469856	2	4
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	895	0.2099129	-242.4024107	751.250676	1.8476918	2000-2009 –> 2010-2019	0.4187538	0.2088410	-4.050334e+02	1238.002790	3	7
Atlantic	(28.1,28.15]	3	cstar_tref ~ aou + nitrate + phosphate_star	895	0.2130892	-217.5195794	744.043659	1.8208847	2000-2009 –> 2010-2019	0.4242316	0.2111424	-3.691525e+02	1220.436262	4	9
Atlantic	(28.1,28.15]	4	cstar_tref ~ temp + aou + nitrate + silicate	895	0.2429827	19.4703204	266.312682	1.9201144	2000-2009 –> 2010-2019	0.4252346	0.1822519	-3.046741e+02	451.637726	5	8
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + nitrate	895	0.3395277	618.3423213	284.039281	3.1599942	2000-2009 –> 2010-2019	0.6482103	0.3086826	9.191296e+02	472.585868	6	12
Atlantic	(28.1,28.15]	3	cstar_tref ~ aou + nitrate + silicate	895	0.3676458	758.7628506	223.710090	1.2599091	2000-2009 –> 2010-2019	0.6764150	0.3087692	1.057883e+03	377.973394	8	15
Atlantic	(28.1,28.15]	3	cstar_tref ~ temp + aou + nitrate	895	0.3610423	726.3194035	265.418066	3.1167113	2000-2009 –> 2010-2019	0.7463680	0.3853256	1.288132e+03	442.497595	7	17
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	895	0.4004744	915.8612504	632.972867	1.4033961	2000-2009 –> 2010-2019	0.7643137	0.3638393	1.413625e+03	1458.410152	9	17
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	895	0.4109131	959.9212273	222.248012	1.5341109	2000-2009 –> 2010-2019	0.8082353	0.3973222	1.560095e+03	360.569098	10	21
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1228	0.1964633	-497.6861066	906.843235	0.8519212	1982-1999 –> 2000-2009	0.3841975	0.1877342	-1.600361e+03	1796.286232	1	2
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1228	0.1972852	-487.4322184	912.511597	0.8484950	1982-1999 –> 2000-2009	0.3860788	0.1887936	-1.565347e+03	1804.926665	2	4
Atlantic	(28.15,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1228	0.2257415	-156.5111399	541.910521	1.0973070	1982-1999 –> 2000-2009	0.4204823	0.1947409	-1.097957e+03	856.132269	3	6
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1228	0.2510848	102.8078714	796.727262	1.1764667	1982-1999 –> 2000-2009	0.4699531	0.2188683	-3.267167e+02	1465.295933	4	8
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1228	0.2602433	190.7970837	92.777816	0.9835517	1982-1999 –> 2000-2009	0.4830671	0.2228239	-1.599177e+02	147.559647	5	10
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1228	0.2696095	277.6359792	128.945642	1.0518964	1982-1999 –> 2000-2009	0.4985383	0.2289288	4.584999e+01	246.341782	6	12
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1228	0.2755497	331.1601643	343.096421	1.0759228	1982-1999 –> 2000-2009	0.5081015	0.2325519	1.684648e+02	554.040435	7	14
Atlantic	(28.15,28.2]	3	cstar_tref ~ aou + nitrate + phosphate	1228	0.2807325	374.9258386	82.695348	1.3571377	1982-1999 –> 2000-2009	0.5150787	0.2343463	2.440513e+02	141.915317	8	16
Atlantic	(28.15,28.2]	3	cstar_tref ~ nitrate + phosphate + phosphate_star	1228	0.2898555	453.4698896	187.372782	1.1751190	1982-1999 –> 2000-2009	0.5465714	0.2567158	7.237428e+02	326.331960	10	19
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1228	0.2877229	439.3324260	659.791109	1.6762837	1982-1999 –> 2000-2009	0.5849112	0.2971883	1.357749e+03	1131.712200	9	19
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1904	0.1964695	-779.2421452	960.431010	0.9629549	2000-2009 –> 2010-2019	0.3929328	0.1964633	-1.276928e+03	1867.274246	1	2
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1904	0.1974425	-760.4300399	965.822225	0.9711517	2000-2009 –> 2010-2019	0.3947277	0.1972852	-1.247862e+03	1878.333822	2	4
Atlantic	(28.15,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1904	0.2215842	-321.1580882	506.204514	1.1035775	2000-2009 –> 2010-2019	0.4473256	0.2257415	-4.776692e+02	1048.115035	3	6
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1904	0.2365450	-74.3590405	873.385017	1.1149451	2000-2009 –> 2010-2019	0.4876298	0.2510848	2.844883e+01	1670.112279	4	8
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1904	0.2436104	37.7170191	107.115475	1.0382284	2000-2009 –> 2010-2019	0.5038537	0.2602433	2.285141e+02	199.893291	5	10
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1904	0.2520380	167.2266665	137.925079	1.1074114	2000-2009 –> 2010-2019	0.5216476	0.2696095	4.448626e+02	266.870721	6	12
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1904	0.2570794	242.6435522	419.149516	1.1331076	2000-2009 –> 2010-2019	0.5326291	0.2755497	5.738037e+02	762.245937	7	14
Atlantic	(28.15,28.2]	3	cstar_tref ~ aou + nitrate + phosphate	1904	0.2603059	288.1384368	87.866965	1.3293714	2000-2009 –> 2010-2019	0.5410383	0.2807325	6.630643e+02	170.562313	8	16
Atlantic	(28.15,28.2]	3	cstar_tref ~ nitrate + phosphate + phosphate_star	1904	0.2730266	469.8257185	202.427939	1.1718429	2000-2009 –> 2010-2019	0.5628822	0.2898555	9.232956e+02	389.800721	9	19
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1904	0.3137253	1002.9413467	708.680281	1.7079766	2000-2009 –> 2010-2019	0.6014481	0.2877229	1.442274e+03	1368.471390	10	19
Atlantic	(28.2, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1512	0.1584677	-1265.9556134	989.131232	0.4199366	1982-1999 –> 2000-2009	0.3153042	0.1568365	-4.568228e+03	1908.565359	1	2
Atlantic	(28.2, Inf]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	1512	0.1781354	-914.1687916	657.398255	0.4946401	1982-1999 –> 2000-2009	0.3683728	0.1902373	-2.741851e+03	1588.060718	2	5
Atlantic	(28.2, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1512	0.1845087	-807.8674371	303.001458	0.5850705	1982-1999 –> 2000-2009	0.3740957	0.1895870	-2.661740e+03	640.261561	3	5
Atlantic	(28.2, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1512	0.1902537	-715.1455113	302.153478	0.6019745	1982-1999 –> 2000-2009	0.3869625	0.1967088	-2.286987e+03	636.780289	5	9
Atlantic	(28.2, Inf]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1512	0.1921185	-685.6499088	852.209414	0.6039427	1982-1999 –> 2000-2009	0.3910754	0.1989568	-2.170584e+03	1627.223575	6	12
Atlantic	(28.2, Inf]	3	cstar_tref ~ aou + nitrate + phosphate	1512	0.2001009	-564.5449288	212.051728	0.6688014	1982-1999 –> 2000-2009	0.3975176	0.1974167	-2.110912e+03	483.456241	8	13
Atlantic	(28.2, Inf]	3	cstar_tref ~ nitrate + silicate + phosphate	1512	0.1902114	-717.8190161	631.021480	0.6337581	1982-1999 –> 2000-2009	0.4016914	0.2114800	-1.737899e+03	1473.127759	4	12
Atlantic	(28.2, Inf]	3	cstar_tref ~ nitrate + phosphate + phosphate_star	1512	0.1958584	-629.3484246	376.830396	0.5859561	1982-1999 –> 2000-2009	0.4047043	0.2088459	-1.745289e+03	731.546174	7	14
Atlantic	(28.2, Inf]	3	cstar_tref ~ temp + nitrate + phosphate	1512	0.2518236	130.6936710	173.616093	0.8139106	1982-1999 –> 2000-2009	0.5079951	0.2561715	5.768630e+02	437.887350	9	18
Atlantic	(28.2, Inf]	2	cstar_tref ~ nitrate + phosphate	1512	0.3034689	692.8221681	154.855528	1.0322119	1982-1999 –> 2000-2009	0.6032677	0.2997988	2.339750e+03	399.488353	10	20
Atlantic	(28.2, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2877	0.1814391	-1642.5564227	715.944311	0.5794755	2000-2009 –> 2010-2019	0.3399069	0.1584677	-2.908512e+03	1705.075542	1	2
Atlantic	(28.2, Inf]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	2877	0.2165423	-626.8716500	652.872020	0.7762276	2000-2009 –> 2010-2019	0.3946777	0.1781354	-1.541040e+03	1310.270275	2	4
Atlantic	(28.2, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	2877	0.2180800	-586.1564283	268.110507	0.6944664	2000-2009 –> 2010-2019	0.4025887	0.1845087	-1.394024e+03	571.111965	3	6
Atlantic	(28.2, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate	2877	0.2235724	-443.0340980	267.526550	0.7059858	2000-2009 –> 2010-2019	0.4138261	0.1902537	-1.158180e+03	569.680028	4	9
Atlantic	(28.2, Inf]	3	cstar_tref ~ nitrate + silicate + phosphate	2877	0.2259575	-383.9755671	643.053042	0.9708427	2000-2009 –> 2010-2019	0.4161688	0.1902114	-1.101795e+03	1274.074522	7	11
Atlantic	(28.2, Inf]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	2877	0.2255558	-392.2141433	785.477119	0.7093616	2000-2009 –> 2010-2019	0.4176743	0.1921185	-1.077864e+03	1637.686533	6	12
Atlantic	(28.2, Inf]	3	cstar_tref ~ aou + nitrate + phosphate	2877	0.2243256	-425.6834295	197.874404	0.7225672	2000-2009 –> 2010-2019	0.4244265	0.2001009	-9.902284e+02	409.926132	5	13
Atlantic	(28.2, Inf]	3	cstar_tref ~ nitrate + phosphate + phosphate_star	2877	0.2402044	-32.1569032	340.661737	0.7325763	2000-2009 –> 2010-2019	0.4360628	0.1958584	-6.615053e+02	717.492133	8	15
Atlantic	(28.2, Inf]	3	cstar_tref ~ temp + nitrate + phosphate	2877	0.2903401	1058.5867801	137.474659	0.9983266	2000-2009 –> 2010-2019	0.5421636	0.2518236	1.189280e+03	311.090751	9	18
Atlantic	(28.2, Inf]	2	cstar_tref ~ nitrate + phosphate	2877	0.3178971	1578.3307308	128.449770	1.1528803	2000-2009 –> 2010-2019	0.6213660	0.3034689	2.271153e+03	283.305298	10	20
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	254	1.4989273	940.4336373	53.971775	7.4512268	1982-1999 –> 2000-2009	3.4508978	1.9519705	3.083967e+03	73.549619	6	7
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	254	1.5136985	945.4152358	365.863802	7.4141318	1982-1999 –> 2000-2009	3.4840321	1.9703336	3.098499e+03	433.488712	7	9
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	254	1.5176903	946.7531196	37.102625	7.3961340	1982-1999 –> 2000-2009	3.4910426	1.9733523	3.101399e+03	49.219871	8	11
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	254	1.3341033	881.2565284	16.929699	5.7017019	1982-1999 –> 2000-2009	3.5217062	2.1876029	3.141036e+03	30.492112	1	5
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + nitrate	254	1.6105267	974.9138916	12.120788	7.0668292	1982-1999 –> 2000-2009	3.8157548	2.2052281	3.240879e+03	24.011298	9	14
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	254	2.3214357	1162.6511828	18.786491	8.3685679	1982-1999 –> 2000-2009	5.2505071	2.9290714	3.720148e+03	32.891295	14	20
Indian	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	254	1.3478310	886.4570665	25.873536	5.4689040	1982-1999 –> 2000-2009	5.9892879	4.6414569	3.913503e+03	65.778473	2	9
Indian	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	254	1.3852398	900.3643944	146.245786	5.3250382	1982-1999 –> 2000-2009	6.3783687	4.9931289	4.001906e+03	403.662237	4	12
Indian	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	254	1.3847503	900.1848576	15.060673	5.3296363	1982-1999 –> 2000-2009	6.7611457	5.3763954	4.077161e+03	46.055492	3	13
Indian	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + silicate	254	1.3862639	898.7398034	14.504865	5.3126468	1982-1999 –> 2000-2009	7.1118124	5.7255486	4.137894e+03	27.839448	5	16
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	177	1.4185141	640.0661448	9.183347	3.5198842	2000-2009 –> 2010-2019	2.7526173	1.3341033	1.521323e+03	26.113045	1	2
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	177	1.6775804	699.4470239	19.024153	4.0063360	2000-2009 –> 2010-2019	3.1765077	1.4989273	1.639881e+03	72.995928	2	8
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	177	1.7095386	706.1273664	74.152465	4.0676867	2000-2009 –> 2010-2019	3.2232372	1.5136985	1.651543e+03	440.016267	4	11
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	177	1.7074710	705.6989579	10.479995	4.0463694	2000-2009 –> 2010-2019	3.2251613	1.5176903	1.652452e+03	47.582619	3	11
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + nitrate	177	1.7617921	714.7856078	7.426097	5.0514327	2000-2009 –> 2010-2019	3.3723188	1.6105267	1.689699e+03	19.546885	5	14
Indian	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	177	2.1140150	781.3047351	28.975363	5.1752309	2000-2009 –> 2010-2019	3.4618460	1.3478310	1.667762e+03	54.848899	6	8
Indian	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	177	2.2857138	808.9483844	177.387329	5.3644571	2000-2009 –> 2010-2019	3.6709536	1.3852398	1.709313e+03	323.633116	7	11
Indian	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	177	2.3472383	818.3510084	21.134243	5.5307686	2000-2009 –> 2010-2019	3.7319886	1.3847503	1.718536e+03	36.194916	8	11
Indian	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + silicate	177	2.6213600	855.4516568	8.329675	6.3202248	2000-2009 –> 2010-2019	4.0076239	1.3862639	1.754191e+03	22.834540	9	14
Indian	(-Inf,26]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	177	3.2553854	932.1342205	17.721976	7.6021391	2000-2009 –> 2010-2019	5.2244686	1.9690832	2.009160e+03	41.272715	10	20
Indian	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	459	1.5563216	1722.6399975	23.405631	4.8228827	1982-1999 –> 2000-2009	3.3591207	1.8027991	5.704999e+03	37.081404	1	2
Indian	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	459	1.5647189	1727.5798796	124.277901	4.8746086	1982-1999 –> 2000-2009	3.4126613	1.8479423	5.758810e+03	242.358176	2	4
Indian	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	459	1.5678377	1729.4077957	15.392297	4.8858507	1982-1999 –> 2000-2009	3.4493449	1.8815072	5.796207e+03	27.472566	3	6
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	459	1.7980187	1855.1626868	15.424336	6.2063742	1982-1999 –> 2000-2009	4.6127099	2.8146913	6.717854e+03	24.053644	4	15
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	459	2.8966478	2292.9282800	30.109369	8.8670885	1982-1999 –> 2000-2009	5.0968788	2.2002310	6.668950e+03	41.955732	8	12
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	459	2.9288231	2303.0689993	254.997002	9.1171858	1982-1999 –> 2000-2009	5.1830227	2.2541996	6.726974e+03	329.607447	10	15
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	459	2.9376294	2305.8250706	21.816868	9.0838613	1982-1999 –> 2000-2009	5.2054328	2.2678034	6.741619e+03	29.617998	11	17
Indian	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	459	2.0650161	1980.2622915	14.866504	5.4664193	1982-1999 –> 2000-2009	5.2959961	3.2309800	7.113509e+03	23.466500	5	19
Indian	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	459	2.6406146	2207.9743010	14.259380	10.0805612	1982-1999 –> 2000-2009	5.4453931	2.8047786	7.063694e+03	25.587641	6	16
Indian	(26,26.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	459	2.9171431	2297.4007339	14.083106	8.4855810	1982-1999 –> 2000-2009	5.5122579	2.5951148	6.997598e+03	25.803079	9	16
Indian	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	308	1.1744397	987.1135073	14.855389	3.6891823	2000-2009 –> 2010-2019	2.7307613	1.5563216	2.709754e+03	38.261020	1	2
Indian	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	308	1.1973983	999.0392165	139.377286	3.8066063	2000-2009 –> 2010-2019	2.7621172	1.5647189	2.726619e+03	263.655187	2	4
Indian	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	308	1.2071952	1004.0586980	12.161721	3.8669245	2000-2009 –> 2010-2019	2.7750329	1.5678377	2.733466e+03	27.554018	3	6
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	308	1.7384694	1228.7172498	7.410131	6.1509632	2000-2009 –> 2010-2019	3.5364880	1.7980187	3.083880e+03	22.834467	4	8
Indian	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	308	1.8002053	1248.2129916	7.382852	6.3186099	2000-2009 –> 2010-2019	3.8652215	2.0650161	3.228475e+03	22.249356	5	10
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	308	2.2224500	1380.0100007	11.597635	7.5079228	2000-2009 –> 2010-2019	5.1190978	2.8966478	3.672938e+03	41.707004	6	14
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	308	2.2618280	1390.8289248	69.127027	7.7457708	2000-2009 –> 2010-2019	5.1906512	2.9288231	3.693898e+03	324.124029	8	18
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	308	2.2607281	1390.5292846	7.552755	7.7446267	2000-2009 –> 2010-2019	5.1983575	2.9376294	3.696354e+03	29.369623	7	18
Indian	(26,26.5]	4	cstar_tref ~ sal + temp + aou + nitrate	308	2.2712420	1391.3874463	5.286993	7.6457165	2000-2009 –> 2010-2019	5.2918554	3.0206135	3.720785e+03	14.533695	9	24
Indian	(26,26.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	308	2.4241583	1431.5245043	11.588293	8.4500795	2000-2009 –> 2010-2019	5.3413014	2.9171431	3.728925e+03	25.671399	10	19
Indian	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	513	1.1895709	1647.9370111	55.659443	4.6286525	1982-1999 –> 2000-2009	2.3583727	1.1688018	4.468440e+03	76.563917	1	2
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	513	1.2027881	1659.2739001	198.883104	4.7281688	1982-1999 –> 2000-2009	2.3892693	1.1864812	4.506530e+03	426.665263	2	4
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	513	1.2133281	1668.2255243	42.651600	4.8092400	1982-1999 –> 2000-2009	2.4160170	1.2026889	4.539660e+03	59.671959	3	6
Indian	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	513	1.3916372	1808.9043083	37.893000	5.1799818	1982-1999 –> 2000-2009	2.8634448	1.4718077	5.040180e+03	53.612436	4	8
Indian	(26.5,26.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	513	1.4577662	1854.5357591	34.422848	5.2964722	1982-1999 –> 2000-2009	2.9493452	1.4915790	5.107591e+03	50.046168	5	10
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	513	1.7965690	2070.9424958	30.795167	6.7545866	1982-1999 –> 2000-2009	3.4385060	1.6419370	5.497143e+03	48.390884	9	15
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	513	1.8088550	2077.9350417	333.782463	6.8349340	1982-1999 –> 2000-2009	3.4910037	1.6821487	5.547252e+03	489.002542	10	17
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	513	1.8213466	2084.9960440	30.056402	6.9304455	1982-1999 –> 2000-2009	3.5170478	1.6957012	5.568612e+03	42.482044	12	20
Indian	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	513	1.8103641	2076.7906472	22.518032	6.7751465	1982-1999 –> 2000-2009	3.5426809	1.7323168	5.596476e+03	40.103031	11	20
Indian	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate	513	1.8268070	2086.0673827	189.272738	6.8702257	1982-1999 –> 2000-2009	3.6213686	1.7945616	5.668660e+03	344.492809	14	24
Indian	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	276	0.7707384	653.5098393	19.269600	2.3216549	2000-2009 –> 2010-2019	1.9603094	1.1895709	2.301447e+03	74.929043	3	4
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	276	0.7659258	650.0522683	184.719401	2.3225882	2000-2009 –> 2010-2019	1.9687139	1.2027881	2.309326e+03	383.602505	2	4
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	276	0.7655614	649.7895607	16.034838	2.3212815	2000-2009 –> 2010-2019	1.9788895	1.2133281	2.318015e+03	58.686438	1	4
Indian	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	276	1.3990145	982.5980210	15.236677	3.8545042	2000-2009 –> 2010-2019	2.7906516	1.3916372	2.791502e+03	53.129677	4	8
Indian	(26.5,26.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	276	1.7018087	1088.7478624	15.203878	6.4774205	2000-2009 –> 2010-2019	3.1595750	1.4577662	2.943284e+03	49.626725	15	20
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	276	1.4703780	1010.0608488	15.789571	6.0995148	2000-2009 –> 2010-2019	3.2669470	1.7965690	3.081003e+03	46.584738	5	14
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	276	1.4865152	1016.0859685	125.313382	6.1262847	2000-2009 –> 2010-2019	3.2953702	1.8088550	3.094021e+03	459.095845	6	16
Indian	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	276	1.4998484	1019.0150076	15.720626	6.4801899	2000-2009 –> 2010-2019	3.3102125	1.8103641	3.095806e+03	38.238658	8	19
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	276	1.4888936	1016.9684483	11.135640	6.1349257	2000-2009 –> 2010-2019	3.3102402	1.8213466	3.101964e+03	41.192042	7	19
Indian	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate	276	1.5339524	1031.4259802	123.980670	6.6090476	2000-2009 –> 2010-2019	3.3607594	1.8268070	3.117493e+03	313.253409	11	25
Indian	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	880	1.1208381	2712.1068719	58.889284	4.0446817	1982-1999 –> 2000-2009	2.3392545	1.2184164	6.405239e+03	80.646943	1	5
Indian	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	880	1.2306142	2876.5553464	86.240024	4.3774956	1982-1999 –> 2000-2009	2.3874392	1.1568250	6.451625e+03	121.703330	2	3
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	880	1.2397908	2889.6308661	229.699358	4.4126391	1982-1999 –> 2000-2009	2.3988459	1.1590552	6.469084e+03	482.465397	3	5
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	880	1.2512046	2905.7597706	69.136547	4.4665676	1982-1999 –> 2000-2009	2.4150777	1.1638731	6.494654e+03	96.172609	5	8
Indian	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	880	1.2743099	2935.9642256	51.196960	4.4536781	1982-1999 –> 2000-2009	2.4930202	1.2187103	6.627646e+03	67.663352	6	11
Indian	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	880	1.3634966	3057.0240614	259.474630	4.9541224	1982-1999 –> 2000-2009	2.8459144	1.4824178	7.196531e+03	403.860243	7	13
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	880	1.3747652	3071.5097707	41.406991	4.5471213	1982-1999 –> 2000-2009	2.9576160	1.5828509	7.360216e+03	65.981590	10	18
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	880	1.3772272	3074.6588596	364.491757	4.6060958	1982-1999 –> 2000-2009	2.9868946	1.6096674	7.401602e+03	620.626943	11	21
Indian	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	880	1.3672935	3061.9183334	62.558811	5.3508384	1982-1999 –> 2000-2009	2.9911461	1.6238526	7.408831e+03	89.098469	8	19
Indian	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	880	1.4574466	3172.2991827	50.974911	4.7565642	1982-1999 –> 2000-2009	3.0199059	1.5624593	7.429493e+03	121.111610	15	22
Indian	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	379	1.0876150	1153.2176994	27.053430	4.1473870	2000-2009 –> 2010-2019	2.2084531	1.1208381	3.865325e+03	85.942714	4	5
Indian	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	379	1.0438532	1122.0878990	48.826967	4.3489942	2000-2009 –> 2010-2019	2.2744674	1.2306142	3.998643e+03	135.066990	3	5
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	379	1.0369709	1117.0737370	288.701966	4.3608974	2000-2009 –> 2010-2019	2.2767617	1.2397908	4.006705e+03	518.401324	2	5
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	379	1.0321510	1113.5422966	37.428900	4.3730250	2000-2009 –> 2010-2019	2.2833556	1.2512046	4.019302e+03	106.565447	1	6
Indian	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	379	1.1251210	1176.9164660	22.820478	4.1263516	2000-2009 –> 2010-2019	2.3994309	1.2743099	4.112881e+03	74.017438	5	11
Indian	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	379	1.2743525	1273.3235582	166.447543	4.1861310	2000-2009 –> 2010-2019	2.6378491	1.3634966	4.330348e+03	425.922173	6	13
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	379	1.3711923	1328.8413344	28.276851	3.5843836	2000-2009 –> 2010-2019	2.7459574	1.3747652	4.400351e+03	69.683842	7	17
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	379	1.3779824	1332.5856917	290.585238	3.6232857	2000-2009 –> 2010-2019	2.7552096	1.3772272	4.407245e+03	655.076995	9	20
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	379	1.3833033	1335.5069589	21.568091	3.6694935	2000-2009 –> 2010-2019	2.7728477	1.3895444	4.425836e+03	57.774071	11	23
Indian	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	379	1.4129089	1351.5586010	32.238374	4.8810602	2000-2009 –> 2010-2019	2.7802024	1.3672935	4.413477e+03	94.797185	13	21
Indian	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	717	1.2623009	2382.7883643	886.340096	5.1235786	1982-1999 –> 2000-2009	2.7343543	1.4720533	6.296877e+03	1112.265882	1	14
Indian	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	717	1.3771622	2507.6737460	67.891054	5.9040387	1982-1999 –> 2000-2009	2.7409269	1.3637647	6.256719e+03	108.010398	4	8
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	717	1.4072180	2538.6333179	122.524049	4.0471973	1982-1999 –> 2000-2009	2.7747821	1.3675641	6.293688e+03	196.035559	6	11
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	717	1.4152564	2546.8014536	98.440899	4.2380471	1982-1999 –> 2000-2009	2.7988424	1.3835860	6.327015e+03	154.754856	7	15
Indian	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	717	1.2703996	2391.9592467	64.247339	5.3399042	1982-1999 –> 2000-2009	2.8048498	1.5344502	6.395718e+03	109.156642	2	19
Indian	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate	717	1.4986592	2626.9124815	657.537510	3.8472488	1982-1999 –> 2000-2009	2.9852970	1.4866378	6.560297e+03	881.303654	8	23
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	717	1.3154190	2441.8965162	108.815562	5.1977887	1982-1999 –> 2000-2009	3.0059978	1.6905788	6.654957e+03	148.940558	3	24
Indian	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	717	1.6759809	2789.2734532	256.023785	5.9116161	1982-1999 –> 2000-2009	3.0170539	1.3410730	6.502076e+03	337.773910	12	13
Indian	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	717	1.6834875	2795.6819277	824.179258	5.9267764	1982-1999 –> 2000-2009	3.0300220	1.3465345	6.517263e+03	1479.196611	13	15
Indian	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	717	1.6940648	2804.6634540	206.040177	5.9480368	1982-1999 –> 2000-2009	3.0458158	1.3517511	6.534596e+03	270.073813	15	18
Indian	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	384	1.3755515	1348.6252501	259.426217	3.9040012	2000-2009 –> 2010-2019	2.6378525	1.2623009	3.731414e+03	1145.766314	13	14
Indian	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	384	1.4016127	1363.0396349	36.105445	3.9378750	2000-2009 –> 2010-2019	2.6720123	1.2703996	3.754999e+03	100.352784	17	19
Indian	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	384	1.3427419	1330.0849158	37.668531	4.0900695	2000-2009 –> 2010-2019	2.7199041	1.3771622	3.837759e+03	105.559585	2	6
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	384	1.3422373	1329.7962741	57.057573	3.9359013	2000-2009 –> 2010-2019	2.7494553	1.4072180	3.868430e+03	179.581622	1	7
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	384	1.3437385	1330.6547141	42.998082	3.9898539	2000-2009 –> 2010-2019	2.7589949	1.4152564	3.877456e+03	141.438982	3	10
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	384	1.4865580	1408.2286696	42.294307	4.6050655	2000-2009 –> 2010-2019	2.8019770	1.3154190	3.850125e+03	151.109869	21	24
Indian	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate	384	1.3802978	1349.2706385	220.991563	4.1235258	2000-2009 –> 2010-2019	2.8789570	1.4986592	3.976183e+03	878.529073	14	22
Indian	(27,27.25]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	384	1.4101386	1365.6971719	14.169999	4.2520656	2000-2009 –> 2010-2019	2.9240869	1.5139483	4.007165e+03	42.753472	18	28
Indian	(27,27.25]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	384	1.5438630	1435.2777832	33.149243	4.9821535	2000-2009 –> 2010-2019	2.9302082	1.3863452	3.950482e+03	84.617413	23	28
Indian	(27,27.25]	4	cstar_tref ~ sal + temp + nitrate + phosphate	384	1.4942129	1410.1732778	9.110347	4.6687588	2000-2009 –> 2010-2019	3.0024375	1.5082246	4.046209e+03	29.355499	22	31
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	727	1.5509077	2715.2105732	876.359617	4.2138481	1982-1999 –> 2000-2009	2.7428078	1.1919001	7.343657e+03	1044.544399	1	3
Indian	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	727	1.5716374	2734.5161778	151.075254	4.6662499	1982-1999 –> 2000-2009	2.7489335	1.1772961	7.327284e+03	204.112141	3	4
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	727	1.5564562	2720.4030924	537.825447	4.1720864	1982-1999 –> 2000-2009	2.7712529	1.2147967	7.403916e+03	682.104199	2	8
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	727	1.5950612	2756.0268671	176.163681	5.0624188	1982-1999 –> 2000-2009	2.7982240	1.2031627	7.411691e+03	237.776561	4	8
Indian	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate	727	1.6168491	2773.7534868	795.937008	5.4463843	1982-1999 –> 2000-2009	2.8336636	1.2168145	7.460070e+03	1112.588595	7	15
Indian	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	727	1.6415919	2797.8356483	151.952206	4.9668974	1982-1999 –> 2000-2009	2.8381396	1.1965477	7.437544e+03	206.441652	9	12
Indian	(27.25,27.5]	4	cstar_tref ~ sal + temp + nitrate + phosphate	727	1.6160305	2773.0171174	50.310549	5.4008990	1982-1999 –> 2000-2009	2.8654268	1.2493963	7.535805e+03	62.501769	6	20
Indian	(27.25,27.5]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	727	1.6058564	2763.8342344	60.948997	5.2137253	1982-1999 –> 2000-2009	2.8884488	1.2825924	7.602511e+03	110.607512	5	23
Indian	(27.25,27.5]	3	cstar_tref ~ sal + nitrate + phosphate	727	1.6181957	2772.9639125	44.671788	5.4568029	1982-1999 –> 2000-2009	2.9035380	1.2853423	7.615839e+03	55.661276	8	27
Indian	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	727	1.6919457	2839.7649662	56.135449	5.7732444	1982-1999 –> 2000-2009	2.9074051	1.2154594	7.522857e+03	87.178130	10	17
Indian	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	450	1.3179308	1539.5013492	53.972920	3.9207042	2000-2009 –> 2010-2019	2.8895682	1.5716374	4.274018e+03	205.048174	2	5
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	450	1.3130163	1536.1390014	69.903250	3.6217247	2000-2009 –> 2010-2019	2.9080776	1.5950612	4.292166e+03	246.066931	1	5
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	450	1.3850488	1584.2065368	209.095490	4.5093283	2000-2009 –> 2010-2019	2.9359566	1.5509077	4.299417e+03	1085.455107	5	6
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	450	1.4019422	1595.1173538	174.365974	4.5434319	2000-2009 –> 2010-2019	2.9583984	1.5564562	4.315520e+03	712.191421	9	11
Indian	(27.25,27.5]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	450	1.3773183	1577.1691671	53.213947	4.0418080	2000-2009 –> 2010-2019	2.9831747	1.6058564	4.341003e+03	114.162945	4	9
Indian	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	450	1.3627566	1569.6032750	54.467244	4.5410726	2000-2009 –> 2010-2019	3.0043485	1.6415919	4.367439e+03	206.419449	3	13
Indian	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate	450	1.4019863	1593.1456806	291.190722	4.2422681	2000-2009 –> 2010-2019	3.0188354	1.6168491	4.366899e+03	1087.127730	10	17
Indian	(27.25,27.5]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	450	1.4040065	1594.4415986	38.878193	4.2357554	2000-2009 –> 2010-2019	3.0222021	1.6181957	4.369405e+03	90.333658	12	20
Indian	(27.25,27.5]	4	cstar_tref ~ sal + temp + nitrate + phosphate	450	1.4107886	1598.7786401	28.446749	4.1858408	2000-2009 –> 2010-2019	3.0268191	1.6160305	4.371796e+03	78.757298	15	21
Indian	(27.25,27.5]	3	cstar_tref ~ sal + nitrate + phosphate	450	1.4159710	1600.0786671	28.436857	4.1110629	2000-2009 –> 2010-2019	3.0341667	1.6181957	4.373043e+03	73.108644	16	25
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	988	1.1111509	3026.0856621	387.288075	6.4052376	1982-1999 –> 2000-2009	2.0277948	0.9166439	7.376760e+03	481.312710	1	5
Indian	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	988	1.1460153	3087.1335818	576.798895	6.0314546	1982-1999 –> 2000-2009	2.0520487	0.9060333	7.399898e+03	948.985930	3	6
Indian	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	988	1.1399031	3076.5664160	406.897998	6.7561038	1982-1999 –> 2000-2009	2.0795509	0.9396478	7.507944e+03	540.443243	2	12
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	988	1.2039842	3184.6396391	980.030139	5.4847301	1982-1999 –> 2000-2009	2.0817992	0.8778151	7.394384e+03	1432.603992	7	8
Indian	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	988	1.1518595	3097.1847259	542.832623	6.0805987	1982-1999 –> 2000-2009	2.0827512	0.9308917	7.498079e+03	867.765553	4	13
Indian	(27.5,27.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	988	1.1927775	3164.1608717	387.090857	6.1042986	1982-1999 –> 2000-2009	2.1137795	0.9210020	7.528279e+03	437.576542	5	12
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	988	1.2234779	3216.3768432	664.140896	5.3719767	1982-1999 –> 2000-2009	2.1235285	0.9000507	7.507570e+03	1098.090046	11	13
Indian	(27.5,27.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	988	1.2167102	3203.4163125	522.474144	5.4145093	1982-1999 –> 2000-2009	2.1358890	0.9191788	7.561082e+03	813.525931	8	14
Indian	(27.5,27.75]	4	cstar_tref ~ sal + temp + nitrate + phosphate	988	1.2224291	3212.6823297	358.266571	5.5672857	1982-1999 –> 2000-2009	2.1391964	0.9167673	7.561795e+03	412.702486	9	14
Indian	(27.5,27.75]	3	cstar_tref ~ temp + nitrate + phosphate	988	1.2224317	3210.6865297	304.251670	5.5706238	1982-1999 –> 2000-2009	2.1484324	0.9260007	7.590428e+03	322.743419	10	18
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	565	1.2221205	1844.0643498	170.090383	4.3542198	2000-2009 –> 2010-2019	2.3332714	1.1111509	4.870150e+03	557.378458	1	2
Indian	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	565	1.2446629	1864.7177218	239.814496	4.6653796	2000-2009 –> 2010-2019	2.3845660	1.1399031	4.941284e+03	646.712494	3	5
Indian	(27.5,27.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	565	1.2249167	1844.6468484	149.700479	4.4057152	2000-2009 –> 2010-2019	2.4176941	1.1927775	5.008808e+03	536.791337	2	5
Indian	(27.5,27.75]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	565	1.2446853	1862.7380332	154.645221	4.6642849	2000-2009 –> 2010-2019	2.4774573	1.2327720	5.092069e+03	533.797246	4	12
Indian	(27.5,27.75]	4	cstar_tref ~ sal + temp + nitrate + phosphate	565	1.2720118	1887.2782946	105.923957	5.1640474	2000-2009 –> 2010-2019	2.4944410	1.2224291	5.099961e+03	464.190528	7	13
Indian	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	565	1.2737138	1888.7892610	118.599932	5.1156190	2000-2009 –> 2010-2019	2.5174577	1.2437438	5.135629e+03	438.135648	8	17
Indian	(27.5,27.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	565	1.3046988	1915.9491116	959.029034	5.6812315	2000-2009 –> 2010-2019	2.5214090	1.2167102	5.119365e+03	1481.503178	10	15
Indian	(27.5,27.75]	3	cstar_tref ~ temp + nitrate + phosphate	565	1.3049130	1914.1346329	102.176125	5.6777144	2000-2009 –> 2010-2019	2.5273447	1.2224317	5.124821e+03	406.427795	11	18
Indian	(27.5,27.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	565	1.2654890	1881.4687698	210.138877	4.8204778	2000-2009 –> 2010-2019	2.5309092	1.2654202	5.162450e+03	649.711961	5	19
Indian	(27.5,27.75]	3	cstar_tref ~ nitrate + phosphate + phosphate_star	565	1.3074335	1916.3151586	92.353647	5.7370896	2000-2009 –> 2010-2019	2.5527166	1.2452831	5.163599e+03	369.823632	12	23
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	391	0.9953314	1119.9505384	797.063257	2.4451689	1982-1999 –> 2000-2009	2.1024447	1.1071133	3.226426e+03	1044.055581	1	2
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	391	1.3194915	1338.4166168	784.787207	4.9274486	1982-1999 –> 2000-2009	2.7056761	1.3861847	3.752216e+03	855.516739	9	11
Indian	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	391	1.2865377	1318.6384463	434.933339	3.4314793	1982-1999 –> 2000-2009	3.0008366	1.7142990	4.024768e+03	482.411952	7	10
Indian	(27.75,27.85]	3	cstar_tref ~ aou + nitrate + silicate	391	1.0994716	1193.7667596	263.734307	2.8308631	1982-1999 –> 2000-2009	3.1804539	2.0809823	4.164614e+03	288.938323	4	9
Indian	(27.75,27.85]	3	cstar_tref ~ temp + nitrate + phosphate_star	391	1.3618529	1361.1276730	304.845609	4.2349392	1982-1999 –> 2000-2009	3.2506169	1.8887640	4.198617e+03	336.010096	13	17
Indian	(27.75,27.85]	2	cstar_tref ~ aou + nitrate	391	1.1453730	1223.7510914	106.696288	3.2670052	1982-1999 –> 2000-2009	3.4597711	2.3143981	4.338880e+03	125.757957	5	11
Indian	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	391	1.0524621	1161.5954080	226.353448	2.5433667	1982-1999 –> 2000-2009	4.5441777	3.4917156	4.846596e+03	364.771982	2	9
Indian	(27.75,27.85]	3	cstar_tref ~ sal + nitrate + phosphate_star	391	1.3404947	1348.7662218	75.686149	4.6307257	1982-1999 –> 2000-2009	5.5694320	4.2289373	5.295350e+03	96.245975	11	19
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + silicate	391	1.0871560	1186.9578438	210.753133	2.7590098	1982-1999 –> 2000-2009	6.1896571	5.1025011	5.393927e+03	432.739767	3	12
Indian	(27.75,27.85]	3	cstar_tref ~ sal + nitrate + silicate	391	1.1572310	1233.8054340	95.856923	3.0988082	1982-1999 –> 2000-2009	6.3704872	5.2132562	5.468322e+03	112.353666	6	17
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	267	0.9436761	740.7560040	419.409915	2.4498941	2000-2009 –> 2010-2019	1.9390075	0.9953314	1.860707e+03	1216.473172	1	2
Indian	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	267	1.3966909	948.1256773	299.443087	5.6337831	2000-2009 –> 2010-2019	2.4491531	1.0524621	2.109721e+03	525.796535	2	4
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	267	1.4188040	956.5139886	183.516290	3.2091636	2000-2009 –> 2010-2019	2.7382954	1.3194915	2.294931e+03	968.303497	3	12
Indian	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	267	1.4705028	975.6259050	198.865137	3.6076260	2000-2009 –> 2010-2019	2.7570404	1.2865377	2.294264e+03	633.798477	4	11
Indian	(27.75,27.85]	3	cstar_tref ~ aou + nitrate + silicate	267	1.7171696	1056.4348886	159.988636	4.5067147	2000-2009 –> 2010-2019	2.8166412	1.0994716	2.250202e+03	423.722943	6	10
Indian	(27.75,27.85]	3	cstar_tref ~ temp + nitrate + phosphate_star	267	1.4705108	973.6288301	183.124489	3.6031630	2000-2009 –> 2010-2019	2.8323637	1.3618529	2.334757e+03	487.970097	5	18
Indian	(27.75,27.85]	2	cstar_tref ~ aou + nitrate	267	1.7175746	1054.5608279	64.182154	4.4611313	2000-2009 –> 2010-2019	2.8629477	1.1453730	2.278312e+03	170.878442	7	12
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + silicate	267	2.2552791	1204.0013548	399.968651	6.4993279	2000-2009 –> 2010-2019	3.3424351	1.0871560	2.390959e+03	610.721784	8	11
Indian	(27.75,27.85]	3	cstar_tref ~ sal + nitrate + silicate	267	2.3277746	1218.8965589	37.611894	6.5322893	2000-2009 –> 2010-2019	3.4850056	1.1572310	2.452702e+03	133.468817	9	15
Indian	(27.75,27.85]	3	cstar_tref ~ temp + nitrate + silicate	267	2.3623804	1226.7768280	45.807467	6.6378780	2000-2009 –> 2010-2019	3.7054025	1.3430221	2.577016e+03	155.779563	10	22
Indian	(27.85,27.95]	3	cstar_tref ~ temp + aou + nitrate	470	0.7867833	1118.3879060	836.156522	2.0588727	1982-1999 –> 2000-2009	1.4291729	0.6423897	2.571475e+03	922.608098	1	2
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	470	0.8259125	1168.0117663	515.956229	2.3172750	1982-1999 –> 2000-2009	2.3873776	1.5614651	3.937836e+03	761.690501	2	5
Indian	(27.85,27.95]	3	cstar_tref ~ sal + aou + nitrate	470	0.9636572	1309.0037043	926.519866	2.6782899	1982-1999 –> 2000-2009	2.3941096	1.4304524	3.945305e+03	1027.160630	7	9
Indian	(27.85,27.95]	3	cstar_tref ~ aou + nitrate + silicate	470	0.9812081	1325.9697978	169.951040	2.6252717	1982-1999 –> 2000-2009	2.7124829	1.7312748	4.244373e+03	231.638343	8	12
Indian	(27.85,27.95]	2	cstar_tref ~ aou + nitrate	470	1.0034933	1345.0802460	116.684543	2.4581560	1982-1999 –> 2000-2009	2.8935048	1.8900114	4.391141e+03	162.870143	12	17
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	470	0.9614018	1308.8011698	237.969061	2.4738080	1982-1999 –> 2000-2009	3.2798151	2.3184133	4.660817e+03	320.782087	6	12
Indian	(27.85,27.95]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	470	1.0124357	1357.4197240	148.582707	2.6870331	1982-1999 –> 2000-2009	3.7818998	2.7694640	4.972181e+03	232.030291	13	20
Indian	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	470	0.8301509	1170.8233273	306.601588	2.2103155	1982-1999 –> 2000-2009	3.9957521	3.1656012	4.983177e+03	551.600098	3	12
Indian	(27.85,27.95]	3	cstar_tref ~ temp + nitrate + phosphate_star	470	1.0191933	1361.6729646	116.550011	2.7163984	1982-1999 –> 2000-2009	4.0083961	2.9892028	5.087284e+03	198.325625	14	22
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + silicate	470	0.8516876	1194.8988096	198.846578	2.2605120	1982-1999 –> 2000-2009	4.4678719	3.6161844	5.203940e+03	331.701698	4	15
Indian	(27.85,27.95]	3	cstar_tref ~ temp + aou + nitrate	273	0.7692065	641.4723507	310.077824	2.9589459	2000-2009 –> 2010-2019	1.5559898	0.7867833	1.759860e+03	1146.234345	1	2
Indian	(27.85,27.95]	3	cstar_tref ~ sal + aou + nitrate	273	1.1378595	855.2557040	225.730399	2.4947733	2000-2009 –> 2010-2019	2.1015166	0.9636572	2.164259e+03	1152.250265	2	9
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	273	1.2931400	929.1025045	516.393536	4.0186023	2000-2009 –> 2010-2019	2.1190525	0.8259125	2.097114e+03	1032.349766	3	5
Indian	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	273	1.4541856	991.1879663	510.179403	4.4114049	2000-2009 –> 2010-2019	2.2843365	0.8301509	2.162011e+03	816.780991	6	9
Indian	(27.85,27.95]	3	cstar_tref ~ aou + nitrate + silicate	273	1.3284128	939.7961475	155.633995	3.5549387	2000-2009 –> 2010-2019	2.3096209	0.9812081	2.265766e+03	325.585035	4	12
Indian	(27.85,27.95]	2	cstar_tref ~ aou + nitrate	273	1.3512527	947.1039621	95.871098	3.7277619	2000-2009 –> 2010-2019	2.3547461	1.0034933	2.292184e+03	212.555641	5	17
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + silicate	273	1.7692247	1098.2560661	246.879146	5.6608132	2000-2009 –> 2010-2019	2.6209123	0.8516876	2.293155e+03	445.725724	8	12
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	273	1.7564692	1094.3053338	138.497839	4.8862425	2000-2009 –> 2010-2019	2.7178710	0.9614018	2.403107e+03	376.466900	7	13
Indian	(27.85,27.95]	3	cstar_tref ~ sal + nitrate + silicate	273	1.8098745	1108.6590453	28.782699	5.7511237	2000-2009 –> 2010-2019	2.7698664	0.9599919	2.414081e+03	91.456747	11	16
Indian	(27.85,27.95]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	273	1.7837574	1102.7226816	139.104425	4.8211408	2000-2009 –> 2010-2019	2.7961932	1.0124357	2.460142e+03	287.687132	9	22
Indian	(27.95,28.05]	3	cstar_tref ~ temp + aou + nitrate	502	0.5755880	880.0416878	616.628663	1.7191532	1982-1999 –> 2000-2009	1.2614720	0.6858840	2.707101e+03	683.854838	1	2
Indian	(27.95,28.05]	2	cstar_tref ~ nitrate + phosphate	502	0.8815632	1306.0514432	976.450306	3.0274362	1982-1999 –> 2000-2009	1.6304718	0.7489086	3.284423e+03	1026.399395	13	15
Indian	(27.95,28.05]	3	cstar_tref ~ aou + nitrate + silicate	502	0.7666474	1167.8230191	183.301764	2.2279780	1982-1999 –> 2000-2009	2.0822232	1.3155758	4.130786e+03	233.410867	5	8
Indian	(27.95,28.05]	3	cstar_tref ~ sal + aou + nitrate	502	0.7900941	1198.0686033	425.954692	2.8806586	1982-1999 –> 2000-2009	2.3039679	1.5138738	4.405885e+03	492.930394	6	10
Indian	(27.95,28.05]	2	cstar_tref ~ aou + nitrate	502	0.9564400	1387.8989006	146.415491	2.6337083	1982-1999 –> 2000-2009	2.5384176	1.5819776	4.670458e+03	187.788896	15	20
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	502	0.7151743	1102.0443885	704.249123	2.3233206	1982-1999 –> 2000-2009	3.2256646	2.5104903	5.195987e+03	1110.872365	2	8
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	502	0.7419053	1136.8864830	75.891331	2.9313431	1982-1999 –> 2000-2009	3.3925203	2.6506150	5.323552e+03	126.099652	4	11
Indian	(27.95,28.05]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	502	0.7158029	1100.9264571	63.856754	2.4136449	1982-1999 –> 2000-2009	3.4896717	2.7738688	5.366859e+03	116.094854	3	11
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + silicate	502	0.7992416	1211.6258999	149.827462	3.3332247	1982-1999 –> 2000-2009	3.8425014	3.0432598	5.639203e+03	247.572022	7	16
Indian	(27.95,28.05]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	502	0.8187793	1235.8738320	321.039529	3.3226566	1982-1999 –> 2000-2009	4.0833050	3.2645257	5.785854e+03	623.482848	8	20
Indian	(27.95,28.05]	3	cstar_tref ~ temp + aou + nitrate	298	0.4652950	399.6974841	288.452610	2.6056335	2000-2009 –> 2010-2019	1.0408830	0.5755880	1.279739e+03	905.081273	1	2
Indian	(27.95,28.05]	2	cstar_tref ~ nitrate + phosphate	298	0.6573996	603.6872884	216.382103	2.5536640	2000-2009 –> 2010-2019	1.5389628	0.8815632	1.909739e+03	1192.832408	2	15
Indian	(27.95,28.05]	3	cstar_tref ~ aou + nitrate + silicate	298	1.0221763	868.7600443	158.687620	2.5527832	2000-2009 –> 2010-2019	1.7888237	0.7666474	2.036583e+03	341.989385	3	8
Indian	(27.95,28.05]	3	cstar_tref ~ sal + aou + nitrate	298	1.1416940	934.6651652	137.976898	3.1777701	2000-2009 –> 2010-2019	1.9317880	0.7900941	2.132734e+03	563.931589	4	10
Indian	(27.95,28.05]	2	cstar_tref ~ aou + nitrate	298	1.1603543	942.3276899	102.564533	3.3486324	2000-2009 –> 2010-2019	2.1167943	0.9564400	2.330227e+03	248.980025	5	20
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	298	1.5490317	1120.5148637	358.808286	4.1267985	2000-2009 –> 2010-2019	2.2642060	0.7151743	2.222559e+03	1063.057409	6	8
Indian	(27.95,28.05]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	298	1.5705705	1126.7449611	163.334339	4.6762263	2000-2009 –> 2010-2019	2.2863734	0.7158029	2.227671e+03	227.191094	8	11
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	298	1.5605704	1122.9380055	158.728680	4.4874896	2000-2009 –> 2010-2019	2.3024757	0.7419053	2.259824e+03	234.620011	7	11
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + silicate	298	1.6013244	1138.3026806	186.652218	4.4792290	2000-2009 –> 2010-2019	2.4005660	0.7992416	2.349929e+03	336.479680	10	17
Indian	(27.95,28.05]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	298	1.6131474	1142.6869382	329.505725	4.3128377	2000-2009 –> 2010-2019	2.4319268	0.8187793	2.378561e+03	650.545254	13	21
Indian	(28.05,28.1]	3	cstar_tref ~ temp + aou + nitrate	237	0.3160926	136.6615398	887.677989	1.2483278	1982-1999 –> 2000-2009	0.7919547	0.4758621	8.459674e+02	1020.176748	1	3
Indian	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	237	0.3553654	194.1722746	821.553573	1.3743329	1982-1999 –> 2000-2009	0.8104932	0.4551278	8.594137e+02	947.335642	2	3
Indian	(28.05,28.1]	3	cstar_tref ~ aou + nitrate + silicate	237	0.3713674	213.0498439	394.027559	1.1867619	1982-1999 –> 2000-2009	0.9173389	0.5459715	1.064467e+03	490.628982	3	6
Indian	(28.05,28.1]	3	cstar_tref ~ sal + aou + nitrate	237	0.3874552	233.1513976	665.744836	1.1450820	1982-1999 –> 2000-2009	0.9817777	0.5943224	1.172309e+03	777.006884	4	8
Indian	(28.05,28.1]	2	cstar_tref ~ aou + nitrate	237	0.3896722	233.8558390	309.336768	1.1827089	1982-1999 –> 2000-2009	0.9840727	0.5944005	1.171150e+03	397.368464	5	10
Indian	(28.05,28.1]	2	cstar_tref ~ nitrate + phosphate	237	0.5958384	435.1464372	958.869692	1.6850112	1982-1999 –> 2000-2009	1.2522566	0.6564182	1.475059e+03	1087.402742	10	16
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	237	0.4161847	271.0560244	590.842200	1.3260555	1982-1999 –> 2000-2009	2.1790677	1.7628831	2.338465e+03	870.295399	6	13
Indian	(28.05,28.1]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	237	0.5167065	371.6039751	96.037875	1.9479547	1982-1999 –> 2000-2009	2.3085893	1.7918828	2.453884e+03	132.977769	7	16
Indian	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	237	0.5460890	397.8195494	462.197503	1.8357455	1982-1999 –> 2000-2009	2.3094310	1.7633420	2.463498e+03	692.237610	8	16
Indian	(28.05,28.1]	3	cstar_tref ~ nitrate + silicate + phosphate_star	237	0.5700521	416.1757997	57.491120	2.0552871	1982-1999 –> 2000-2009	2.3635765	1.7935245	2.497403e+03	84.689663	9	19
Indian	(28.05,28.1]	3	cstar_tref ~ temp + aou + nitrate	149	0.5114329	233.0231150	267.801126	2.5415548	2000-2009 –> 2010-2019	0.8275255	0.3160926	3.696847e+02	1155.479115	2	3
Indian	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	149	0.4926616	223.8797277	249.120158	1.6405042	2000-2009 –> 2010-2019	0.8480270	0.3553654	4.180520e+02	1070.673731	1	3
Indian	(28.05,28.1]	3	cstar_tref ~ aou + nitrate + silicate	149	0.6884245	321.5854982	227.139253	1.6565746	2000-2009 –> 2010-2019	1.0597919	0.3713674	5.346353e+02	621.166812	4	7
Indian	(28.05,28.1]	2	cstar_tref ~ nitrate + phosphate	149	0.5229240	237.6446027	240.859179	2.0907979	2000-2009 –> 2010-2019	1.1187625	0.5958384	6.727910e+02	1199.728871	3	13
Indian	(28.05,28.1]	3	cstar_tref ~ sal + aou + nitrate	149	0.7333996	340.4444544	244.715598	1.5816736	2000-2009 –> 2010-2019	1.1208549	0.3874552	5.735959e+02	910.460434	5	9
Indian	(28.05,28.1]	2	cstar_tref ~ aou + nitrate	149	0.7474184	344.0869086	220.123979	1.6400310	2000-2009 –> 2010-2019	1.1370906	0.3896722	5.779427e+02	529.460747	6	11
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	149	1.1657934	482.5574568	174.405101	4.1709279	2000-2009 –> 2010-2019	1.5819781	0.4161847	7.536135e+02	765.247301	7	13
Indian	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	149	1.1668869	480.8368396	161.424325	4.1339152	2000-2009 –> 2010-2019	1.7129760	0.5460890	8.786564e+02	623.621828	8	16
Indian	(28.05,28.1]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	149	1.2034176	490.0230140	42.280179	3.9543235	2000-2009 –> 2010-2019	1.7201241	0.5167065	8.616270e+02	138.318053	11	18
Indian	(28.05,28.1]	3	cstar_tref ~ nitrate + silicate + phosphate_star	149	1.2034832	488.0392568	27.791208	3.9462105	2000-2009 –> 2010-2019	1.7735353	0.5700521	9.042151e+02	85.282328	12	21
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	631	0.3389003	439.1543117	626.074019	1.5155903	1982-1999 –> 2000-2009	0.6423969	0.3034965	9.941638e+02	769.448836	5	6
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	631	0.3394240	441.1029351	636.623662	1.5210302	1982-1999 –> 2000-2009	0.6432274	0.3038034	9.985258e+02	1217.655242	6	8
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	631	0.3398778	442.7889526	862.994794	1.5231844	1982-1999 –> 2000-2009	0.6439898	0.3041120	1.002637e+03	1044.901379	7	10
Indian	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	631	0.3551629	496.3048235	595.042235	2.1096785	1982-1999 –> 2000-2009	0.6610152	0.3058523	1.067779e+03	727.203078	9	13
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	631	0.3199581	366.5692030	428.554316	1.5342873	1982-1999 –> 2000-2009	0.6750894	0.3551313	1.296775e+03	547.760350	1	6
Indian	(28.1,28.2]	4	cstar_tref ~ temp + aou + nitrate + silicate	631	0.3255402	386.3965213	296.943002	1.3905458	1982-1999 –> 2000-2009	0.6943247	0.3687845	1.404690e+03	410.182251	2	8
Indian	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + silicate	631	0.3266879	390.8381136	216.745613	1.1317260	1982-1999 –> 2000-2009	0.7434230	0.4167350	1.701036e+03	301.787325	3	13
Indian	(28.1,28.2]	3	cstar_tref ~ aou + nitrate + silicate	631	0.3291920	398.4745546	166.143926	1.1153817	1982-1999 –> 2000-2009	0.7712569	0.4420649	1.847579e+03	230.626803	4	18
Indian	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate	631	0.3912714	618.4978180	623.892110	1.1283627	1982-1999 –> 2000-2009	0.7832418	0.3919704	1.782397e+03	1057.346893	11	18
Indian	(28.1,28.2]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	631	0.3885416	609.6623273	252.882704	2.2531329	1982-1999 –> 2000-2009	0.7842716	0.3957300	1.796357e+03	375.067116	10	18
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	419	0.2320549	-21.0644154	130.780456	1.2774778	2000-2009 –> 2010-2019	0.5709552	0.3389003	4.180899e+02	756.854475	1	6
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	419	0.2327642	-18.5068295	410.126086	1.2776134	2000-2009 –> 2010-2019	0.5721882	0.3394240	4.225961e+02	1046.749748	3	9
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	419	0.2335830	-15.5638545	149.857194	1.2767559	2000-2009 –> 2010-2019	0.5734608	0.3398778	4.272251e+02	1012.851988	4	11
Indian	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	419	0.2327287	-20.6346769	123.039413	1.2523834	2000-2009 –> 2010-2019	0.5878915	0.3551629	4.756701e+02	718.081648	2	11
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	419	0.2798779	135.9596121	124.218324	1.8328889	2000-2009 –> 2010-2019	0.5998360	0.3199581	5.025288e+02	552.772640	5	6
Indian	(28.1,28.2]	4	cstar_tref ~ temp + aou + nitrate + silicate	419	0.2921092	169.8045124	124.212699	1.9652982	2000-2009 –> 2010-2019	0.6176494	0.3255402	5.562010e+02	421.155701	6	8
Indian	(28.1,28.2]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	419	0.2960663	181.0805301	131.872495	1.4614424	2000-2009 –> 2010-2019	0.6846079	0.3885416	7.907429e+02	384.755199	7	17
Indian	(28.1,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate	419	0.3052201	206.5973430	386.805629	1.4319544	2000-2009 –> 2010-2019	0.7003615	0.3951414	8.375161e+02	884.487425	8	20
Indian	(28.1,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	419	0.3151738	233.4895840	127.709604	1.4780635	2000-2009 –> 2010-2019	0.7185551	0.4033813	8.904544e+02	364.783281	9	22
Indian	(28.1,28.2]	3	cstar_tref ~ aou + nitrate + phosphate_star	419	0.3161150	233.9885463	110.101735	1.3558111	2000-2009 –> 2010-2019	0.7211556	0.4050405	8.941336e+02	322.088598	10	24
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1303	0.2481835	80.0660808	203.399045	1.1690202	1982-1999 –> 2000-2009	0.4548923	0.2067089	-8.619916e+02	277.744635	2	3
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1303	0.2481911	80.1460777	203.594375	1.1718362	1982-1999 –> 2000-2009	0.4550687	0.2068776	-8.569583e+02	437.890290	3	5
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1303	0.2481992	80.2311700	257.624459	1.1731087	1982-1999 –> 2000-2009	0.4551564	0.2069572	-8.545374e+02	347.269825	4	7
Indian	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1303	0.2474608	72.4662482	882.888240	0.9811257	1982-1999 –> 2000-2009	0.4579102	0.2104494	-7.607319e+02	1706.395843	1	5
Indian	(28.2,28.3]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1303	0.2520320	120.1667309	341.734162	0.9735969	1982-1999 –> 2000-2009	0.4655904	0.2135584	-6.240155e+02	461.461030	5	10
Indian	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1303	0.2520884	118.7494974	190.481904	0.9550897	1982-1999 –> 2000-2009	0.4656691	0.2135808	-6.267972e+02	422.782525	6	12
Indian	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1303	0.2527413	127.4905261	445.897982	0.9605905	1982-1999 –> 2000-2009	0.4670260	0.2142847	-5.960815e+02	1101.913286	7	14
Indian	(28.2,28.3]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	1303	0.2527438	125.5162867	443.871580	0.9658281	1982-1999 –> 2000-2009	0.4678785	0.2151347	-5.760273e+02	1066.419352	8	16
Indian	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1303	0.2537139	137.4993810	251.848866	0.9469830	1982-1999 –> 2000-2009	0.4692548	0.2155409	-5.505932e+02	341.554071	9	18
Indian	(28.2,28.3]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1303	0.2905813	491.0714730	539.960127	1.0974526	1982-1999 –> 2000-2009	0.5504029	0.2598217	9.371263e+02	691.465460	10	24
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1127	0.1875080	-560.7595889	74.737711	1.1149041	2000-2009 –> 2010-2019	0.4356914	0.2481835	-4.806935e+02	278.136756	1	3
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1127	0.1878672	-556.4450803	212.537973	1.1129886	2000-2009 –> 2010-2019	0.4360583	0.2481911	-4.762990e+02	416.132348	2	5
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1127	0.1879638	-555.2871666	86.746793	1.1126784	2000-2009 –> 2010-2019	0.4361630	0.2481992	-4.750560e+02	344.371252	3	7
Indian	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1127	0.1919156	-508.3893252	797.801993	1.0625898	2000-2009 –> 2010-2019	0.4393764	0.2474608	-4.359231e+02	1680.690233	4	5
Indian	(28.2,28.3]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1127	0.1919264	-508.2622511	116.635023	1.0338218	2000-2009 –> 2010-2019	0.4439584	0.2520320	-3.880955e+02	458.369185	5	10
Indian	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1127	0.1921670	-505.4392723	681.540310	1.0312958	2000-2009 –> 2010-2019	0.4449083	0.2527413	-3.779487e+02	1127.438291	6	13
Indian	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1127	0.1934558	-492.3721179	210.211075	1.0878307	2000-2009 –> 2010-2019	0.4455442	0.2520884	-3.736226e+02	400.692979	8	14
Indian	(28.2,28.3]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	1127	0.1936282	-490.3645050	633.796129	1.0203297	2000-2009 –> 2010-2019	0.4463720	0.2527438	-3.648482e+02	1077.667709	9	17
Indian	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1127	0.1929273	-496.5379548	83.245887	1.0227281	2000-2009 –> 2010-2019	0.4466412	0.2537139	-3.590386e+02	335.094753	7	16
Indian	(28.2,28.3]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1127	0.2174041	-227.3109118	131.617258	1.1721763	2000-2009 –> 2010-2019	0.5079854	0.2905813	2.637606e+02	671.577385	15	25
Indian	(28.3, Inf]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	707	0.0631957	-1884.4080436	98.838130	0.7152473	1982-1999 –> 2000-2009	0.1197977	0.0566019	-5.022927e+03	433.136491	1	2
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	707	0.1054538	-1160.3893384	108.121362	0.7667242	1982-1999 –> 2000-2009	0.1873603	0.0819065	-3.497017e+03	308.607591	2	4
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	707	0.1057245	-1156.7636134	74.448981	0.7611406	1982-1999 –> 2000-2009	0.1883432	0.0826187	-3.474603e+03	257.876379	3	6
Indian	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	707	0.1058552	-1155.0166957	154.679404	0.7588301	1982-1999 –> 2000-2009	0.1886934	0.0828382	-3.467098e+03	383.133771	4	8
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	707	0.1058729	-1154.7807120	107.070601	0.7583486	1982-1999 –> 2000-2009	0.1888686	0.0829957	-3.462742e+03	355.216939	5	10
Indian	(28.3, Inf]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	707	0.1065771	-1147.4065016	77.266521	0.7440832	1982-1999 –> 2000-2009	0.2032218	0.0966447	-3.126980e+03	252.111803	6	14
Indian	(28.3, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	707	0.1333031	-829.0147064	131.946681	0.6386907	1982-1999 –> 2000-2009	0.2271320	0.0938290	-2.870749e+03	496.038681	7	13
Indian	(28.3, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	707	0.1361058	-801.5937694	85.079615	0.5822407	1982-1999 –> 2000-2009	0.2302264	0.0941206	-2.838593e+03	243.847690	8	15
Indian	(28.3, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	707	0.1363279	-797.2878942	101.732780	0.6272372	1982-1999 –> 2000-2009	0.2334157	0.0970878	-2.764934e+03	397.717712	9	18
Indian	(28.3, Inf]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	707	0.1370640	-789.6730344	145.766899	0.6268071	1982-1999 –> 2000-2009	0.2347580	0.0976940	-2.743813e+03	476.119448	10	21
Indian	(28.3, Inf]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	311	0.0318493	-1247.2924741	524.709940	0.1232403	2000-2009 –> 2010-2019	0.0950450	0.0631957	-3.131701e+03	623.548070	1	2
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	311	0.0704496	-753.4974120	265.086402	0.2699696	2000-2009 –> 2010-2019	0.1759034	0.1054538	-1.913887e+03	373.207764	3	5
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	311	0.0708803	-749.7066778	262.778322	0.2765508	2000-2009 –> 2010-2019	0.1766048	0.1057245	-1.906470e+03	337.227303	4	7
Indian	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	311	0.0709953	-748.6979267	502.827453	0.2774793	2000-2009 –> 2010-2019	0.1768506	0.1058552	-1.903715e+03	657.506857	5	9
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	311	0.0710845	-747.9170507	373.299159	0.2791919	2000-2009 –> 2010-2019	0.1769574	0.1058729	-1.902698e+03	480.369760	6	11
Indian	(28.3, Inf]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	311	0.0830491	-653.1572338	371.329030	0.3859364	2000-2009 –> 2010-2019	0.1896262	0.1065771	-1.800564e+03	448.595551	19	25
Indian	(28.3, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	311	0.0721765	-738.4344835	417.241491	0.2428595	2000-2009 –> 2010-2019	0.2054796	0.1333031	-1.567449e+03	549.188172	7	14
Indian	(28.3, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	311	0.0733661	-730.2663784	85.669252	0.2338811	2000-2009 –> 2010-2019	0.2094719	0.1361058	-1.531860e+03	170.748867	8	16
Indian	(28.3, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	311	0.0741146	-721.9527726	382.209419	0.2544027	2000-2009 –> 2010-2019	0.2104425	0.1363279	-1.519241e+03	483.942199	9	18
Indian	(28.3, Inf]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	311	0.0742780	-720.5833377	541.197361	0.2561094	2000-2009 –> 2010-2019	0.2113420	0.1370640	-1.510256e+03	686.964259	10	20
N_Atlantic	(-Inf,26]	2	cstar_tref ~ aou + silicate	6	0.0000000	-334.9849617	17.436107	0.0000000	2000-2009 –> 2010-2019	6.5516487	6.5516487	1.018402e+02	18.730336	1	2
N_Atlantic	(-Inf,26]	2	cstar_tref ~ temp + aou	6	0.0013603	-54.1735757	14.063706	0.0023301	2000-2009 –> 2010-2019	7.8886015	7.8872413	4.067705e+02	15.101660	2	4
N_Atlantic	(26,26.5]	2	cstar_tref ~ nitrate + silicate	50	2.0710912	222.7014150	6.608226	6.7735783	1982-1999 –> 2000-2009	2.1340153	0.0629241	2.199263e+02	10.664478	2	5
N_Atlantic	(26,26.5]	2	cstar_tref ~ temp + nitrate	50	2.0557205	221.9564924	1.671431	5.1526122	1982-1999 –> 2000-2009	2.2718271	0.2161066	2.290521e+02	2.818403	1	7
N_Atlantic	(26,26.5]	2	cstar_tref ~ nitrate + phosphate	50	2.2544266	231.1834187	11.870885	7.4997807	1982-1999 –> 2000-2009	2.3816166	0.1271900	2.340383e+02	19.643462	3	7
N_Atlantic	(26,26.5]	2	cstar_tref ~ sal + nitrate	50	2.5102722	241.9329737	1.860843	5.9347029	1982-1999 –> 2000-2009	2.7731390	0.2628668	2.505956e+02	3.028547	4	11
N_Atlantic	(26,26.5]	2	cstar_tref ~ nitrate + phosphate_star	50	3.9765101	287.9343096	1.234001	10.6317539	1982-1999 –> 2000-2009	4.2624765	0.2859665	2.972708e+02	4.735014	5	13
N_Atlantic	(26,26.5]	2	cstar_tref ~ aou + nitrate	50	6.0542846	329.9704746	13.580228	17.5838283	1982-1999 –> 2000-2009	6.0937250	0.0394404	3.234583e+02	15.005713	6	8
N_Atlantic	(26,26.5]	2	cstar_tref ~ silicate + phosphate	50	7.4842875	351.1744358	2.467142	21.8263983	1982-1999 –> 2000-2009	7.9714265	0.4871390	3.647723e+02	4.133556	7	17
N_Atlantic	(26,26.5]	2	cstar_tref ~ sal + phosphate	50	9.6960546	377.0657598	1.242455	29.1600388	1982-1999 –> 2000-2009	10.6936215	0.9975668	3.963978e+02	3.128836	8	20
N_Atlantic	(26,26.5]	2	cstar_tref ~ temp + phosphate	50	12.2210866	400.2101404	1.177946	33.9573808	1982-1999 –> 2000-2009	12.9119672	0.6908806	4.166033e+02	2.987997	9	20
N_Atlantic	(26,26.5]	2	cstar_tref ~ sal + silicate	50	17.6480033	436.9561184	5.735625	43.5258315	1982-1999 –> 2000-2009	19.1754873	1.5274840	4.596966e+02	6.752519	10	26
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	271	1.0079485	787.3557298	167.621024	3.8448504	1982-1999 –> 2000-2009	2.0327302	1.0247817	1.202626e+03	245.463710	1	7
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	271	1.1295740	849.1022816	269.513650	4.4804085	1982-1999 –> 2000-2009	2.2819819	1.1524079	1.297002e+03	515.208308	2	13
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	271	1.1299675	849.2910410	182.846284	4.4709607	1982-1999 –> 2000-2009	2.2893722	1.1594047	1.298874e+03	366.885929	3	15
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	271	1.1461281	856.9877291	188.894304	4.8533175	1982-1999 –> 2000-2009	2.3597293	1.2136012	1.319271e+03	331.801596	4	20
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	271	1.2246071	892.8847573	234.337885	4.5455731	1982-1999 –> 2000-2009	2.3658209	1.1412138	1.338071e+03	887.225764	5	14
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	271	1.4450791	982.6096215	127.470590	6.2460083	1982-1999 –> 2000-2009	2.4089693	0.9638901	1.380850e+03	228.509785	7	11
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	271	1.6309471	1048.1898792	316.444635	7.4622898	1982-1999 –> 2000-2009	2.6008099	0.9698628	1.448148e+03	440.151150	10	15
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	271	1.4503105	982.5681944	72.612430	6.2144106	1982-1999 –> 2000-2009	2.6686240	1.2183134	1.443929e+03	96.984817	9	26
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	271	1.8656877	1121.0720081	367.143776	10.3341226	1982-1999 –> 2000-2009	2.7644504	0.8987627	1.499864e+03	554.101761	16	17
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	271	1.6544049	1053.9299149	183.751100	7.6812046	1982-1999 –> 2000-2009	2.8745120	1.2201070	1.515700e+03	301.003388	12	30
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	33	1.0311673	109.6755766	292.748247	4.4332071	2000-2009 –> 2010-2019	2.0391157	1.0079485	8.970313e+02	460.369271	2	3
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	33	1.0323848	109.7534584	260.009590	2.6578141	2000-2009 –> 2010-2019	2.1785129	1.1461281	9.667412e+02	448.903894	3	8
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	33	1.1853847	118.8743866	294.483774	3.5458394	2000-2009 –> 2010-2019	2.3153521	1.1299675	9.681654e+02	477.330058	6	9
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	33	1.2017484	119.7792605	296.449657	4.0794686	2000-2009 –> 2010-2019	2.3313225	1.1295740	9.688815e+02	565.963307	7	9
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	33	1.2018581	117.7852798	288.022695	4.1130481	2000-2009 –> 2010-2019	2.3318255	1.1299675	9.650763e+02	366.505399	8	12
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	33	0.8724646	98.6453535	290.925981	2.2061652	2000-2009 –> 2010-2019	2.5165859	1.6441213	1.151196e+03	464.739713	1	13
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	33	1.3513234	127.5215126	290.784925	3.9302052	2000-2009 –> 2010-2019	2.5759305	1.2246071	1.020406e+03	525.122809	10	16
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	33	1.2556295	122.6739901	384.705317	2.6661256	2000-2009 –> 2010-2019	2.7007087	1.4450791	1.105284e+03	512.175907	9	17
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	33	1.0707050	112.1588873	249.658089	2.2009610	2000-2009 –> 2010-2019	2.7016521	1.6309471	1.160349e+03	566.102723	4	15
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	33	1.1289275	113.6536350	181.917627	2.6388051	2000-2009 –> 2010-2019	2.7833324	1.6544049	1.167584e+03	365.668727	5	18
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	363	1.4366322	1307.1803496	71.684898	5.4798112	1982-1999 –> 2000-2009	2.4644860	1.0278538	2.805199e+03	150.157674	1	2
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	363	1.4912424	1334.2659337	71.842938	5.2548038	1982-1999 –> 2000-2009	2.5391940	1.0479516	2.852152e+03	195.519176	2	4
N_Atlantic	(26.75,27]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	363	1.7179476	1437.0099822	95.131271	9.5209057	1982-1999 –> 2000-2009	2.8222628	1.1043152	3.008646e+03	490.986797	3	12
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	363	1.8222612	1479.8060956	108.251019	12.1981738	1982-1999 –> 2000-2009	2.9000349	1.0777737	3.026482e+03	232.722503	5	9
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	363	1.8221550	1479.7638075	63.542126	12.6657056	1982-1999 –> 2000-2009	2.9395281	1.1173730	3.063461e+03	172.625681	4	15
N_Atlantic	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	363	1.8243544	1478.6395597	14.811913	12.3913467	1982-1999 –> 2000-2009	2.9418156	1.1174612	3.060417e+03	51.062671	6	18
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	363	1.9236310	1519.1091348	78.779180	6.2856705	1982-1999 –> 2000-2009	3.2783404	1.3547094	3.300420e+03	183.117569	7	27
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	363	2.1799677	1609.9284829	137.686093	9.8156713	1982-1999 –> 2000-2009	3.3866368	1.2066691	3.272508e+03	263.244507	9	24
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + silicate	363	2.2624688	1634.8968653	19.786382	8.2849091	1982-1999 –> 2000-2009	3.4816093	1.2191405	3.306026e+03	45.176745	12	29
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	363	2.0978261	1582.0439658	78.294062	6.7003126	1982-1999 –> 2000-2009	3.5674090	1.4695829	3.446863e+03	182.854652	8	30
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	149	1.5724957	571.7375457	44.567512	8.2363572	2000-2009 –> 2010-2019	3.0091279	1.4366322	1.878918e+03	116.252410	1	2
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	149	1.5828071	573.6852524	44.146380	7.5641579	2000-2009 –> 2010-2019	3.0740495	1.4912424	1.907951e+03	115.989318	2	4
N_Atlantic	(26.75,27]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	149	1.6331516	583.0161517	83.996842	6.3308426	2000-2009 –> 2010-2019	3.3510992	1.7179476	2.020026e+03	179.128113	4	7
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	149	1.6071932	578.2414908	57.113231	6.8729186	2000-2009 –> 2010-2019	3.4294543	1.8222612	2.058048e+03	165.364250	3	8
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	149	1.6700998	589.6829403	41.953211	6.2978016	2000-2009 –> 2010-2019	3.4922549	1.8221550	2.069447e+03	105.495337	5	9
N_Atlantic	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	149	1.6854707	590.4130464	18.945917	6.4458954	2000-2009 –> 2010-2019	3.5098250	1.8243544	2.069053e+03	33.757831	6	12
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	149	1.8793787	624.8641723	45.315717	5.9365711	2000-2009 –> 2010-2019	3.8030097	1.9236310	2.143973e+03	124.094898	8	15
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	149	1.7659130	606.3067009	123.238173	9.7306087	2000-2009 –> 2010-2019	3.9458807	2.1799677	2.216235e+03	260.924266	7	16
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	149	1.9932884	642.3998332	45.685727	5.8931304	2000-2009 –> 2010-2019	4.0911146	2.0978261	2.224444e+03	123.979790	10	18
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + silicate	149	1.9530787	634.3269522	16.142411	7.9683740	2000-2009 –> 2010-2019	4.2155475	2.2624688	2.269224e+03	35.928794	9	21
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	957	1.2983155	3229.5318282	123.454207	7.7225695	1982-1999 –> 2000-2009	2.2002326	0.9019171	5.277613e+03	256.578822	1	2
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	957	1.5668203	3589.3267299	116.779661	8.0099263	1982-1999 –> 2000-2009	2.6626551	1.0958349	5.938490e+03	253.928875	3	5
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	957	1.5054419	3512.8399299	136.182503	6.4786407	1982-1999 –> 2000-2009	2.7724396	1.2669977	6.086380e+03	300.663838	2	5
N_Atlantic	(27,27.25]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	957	1.6874638	3731.3042909	161.251354	8.5018302	1982-1999 –> 2000-2009	2.9589602	1.2714964	6.310324e+03	285.581424	5	9
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star	957	1.9381919	3996.4484032	532.518486	13.7576393	1982-1999 –> 2000-2009	3.2524012	1.3142094	6.626549e+03	841.574003	7	12
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	957	2.1667780	4209.8321307	190.902791	12.0999267	1982-1999 –> 2000-2009	3.5606447	1.3938667	6.930909e+03	351.496897	9	15
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	957	1.6869258	3730.6939453	130.846138	8.2244187	1982-1999 –> 2000-2009	3.6462114	1.9592856	6.978181e+03	289.773361	4	20
N_Atlantic	(27,27.25]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	957	1.8044491	3857.5970657	90.653156	9.3934295	1982-1999 –> 2000-2009	3.7644772	1.9600281	7.103670e+03	183.565646	6	23
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	957	2.3324622	4348.8617069	105.667136	14.6305030	1982-1999 –> 2000-2009	3.8814086	1.5489465	7.231032e+03	232.950610	14	21
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	957	2.5229376	4501.1097806	127.124159	11.4915572	1982-1999 –> 2000-2009	4.2278958	1.7049582	7.533643e+03	291.390569	15	23
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	417	1.4091057	1483.4194320	495.316801	4.1725157	2000-2009 –> 2010-2019	2.7074212	1.2983155	4.712951e+03	618.771009	1	2
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	417	1.5431688	1559.2156031	506.682335	5.0263850	2000-2009 –> 2010-2019	3.1099891	1.5668203	5.148542e+03	623.461996	2	5
N_Atlantic	(27,27.25]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	417	1.7601567	1668.9406958	481.449067	5.9005815	2000-2009 –> 2010-2019	3.4476205	1.6874638	5.400245e+03	642.700421	9	14
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	417	2.1076009	1819.1836811	516.250508	8.0903233	2000-2009 –> 2010-2019	3.6130429	1.5054419	5.332024e+03	652.433011	14	16
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star	417	1.9359068	1748.3149836	524.595975	5.9853817	2000-2009 –> 2010-2019	3.8740986	1.9381919	5.744763e+03	1057.114461	11	18
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	417	2.0124262	1780.6451633	526.666343	7.8824940	2000-2009 –> 2010-2019	4.2259534	2.2135273	6.031334e+03	668.400798	12	22
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	417	2.6481455	2009.5936209	534.840519	11.6946237	2000-2009 –> 2010-2019	4.3350713	1.6869258	5.740288e+03	665.686657	21	25
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	417	2.0585621	1797.5491863	463.007988	9.2351729	2000-2009 –> 2010-2019	4.3605541	2.3019920	6.121243e+03	573.828643	13	25
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	417	1.7397343	1659.2075820	160.251217	6.0946139	2000-2009 –> 2010-2019	4.3874415	2.6477071	6.252706e+03	265.320861	8	26
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	417	1.6149920	1597.1559343	157.783376	6.1222147	2000-2009 –> 2010-2019	4.4080054	2.7930135	6.292914e+03	286.073488	4	23
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2214	2.1283982	9641.8367496	161.849390	8.5087556	1982-1999 –> 2000-2009	3.3943734	1.2659752	1.621539e+04	696.064283	1	2
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2214	2.4037924	10180.6268669	164.124896	9.1608860	1982-1999 –> 2000-2009	3.8629539	1.4591615	1.731714e+04	700.816590	2	4
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	2214	2.6234372	10567.8009597	169.944875	11.7716399	1982-1999 –> 2000-2009	4.3325046	1.7090674	1.833097e+04	812.320370	4	11
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star	2214	2.4607503	10284.3246505	508.653734	17.5478104	1982-1999 –> 2000-2009	4.3457462	1.8849959	1.843588e+04	1260.222957	3	14
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2214	2.7440731	10766.8750485	155.929759	10.7122332	1982-1999 –> 2000-2009	4.6588808	1.9148077	1.898063e+04	435.415555	5	17
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2214	3.1603185	11392.2389852	236.730452	14.8530122	1982-1999 –> 2000-2009	4.7961157	1.6357973	1.898172e+04	712.301042	8	12
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2214	3.3312534	11625.4875584	88.356022	16.3171138	1982-1999 –> 2000-2009	4.8892249	1.5579715	1.902174e+04	188.969214	15	18
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2214	2.8360849	10912.9157205	147.658175	19.1476110	1982-1999 –> 2000-2009	4.9070462	2.0709612	1.943743e+04	708.711305	6	20
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2214	3.1529651	11381.9240132	86.805801	15.6546995	1982-1999 –> 2000-2009	4.9710744	1.8181093	1.939026e+04	178.606536	7	16
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	2214	3.3316573	11624.0243727	39.719921	16.3638517	1982-1999 –> 2000-2009	4.9719804	1.6403231	1.922245e+04	74.135201	16	21
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1044	1.7542835	4150.3260027	487.671259	9.7826212	2000-2009 –> 2010-2019	3.8826817	2.1283982	1.379216e+04	649.520648	1	2
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1044	1.8369623	4246.4842026	488.027980	9.3063086	2000-2009 –> 2010-2019	4.2407547	2.4037924	1.442711e+04	652.152876	2	4
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1044	1.9488069	4369.8934780	617.590886	8.3569613	2000-2009 –> 2010-2019	4.5722441	2.6234372	1.493769e+04	787.535761	3	7
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star	1044	2.3016483	4717.3537045	963.205588	13.3194861	2000-2009 –> 2010-2019	4.7623986	2.4607503	1.500168e+04	1471.859322	14	17
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1044	2.1165386	4542.2885180	318.870542	8.3796334	2000-2009 –> 2010-2019	4.8606118	2.7440731	1.530916e+04	474.800301	10	15
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1044	2.0409576	4466.3627988	498.833258	12.7897450	2000-2009 –> 2010-2019	4.8770425	2.8360849	1.537928e+04	646.491433	4	10
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1044	2.0547604	4480.4361198	120.692789	10.0398195	2000-2009 –> 2010-2019	5.2077255	3.1529651	1.586236e+04	207.498590	6	13
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1044	2.0839140	4509.8532028	747.832773	11.4022783	2000-2009 –> 2010-2019	5.2442325	3.1603185	1.590209e+04	984.563224	7	15
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1044	2.1009065	4524.8099430	48.633516	10.2903595	2000-2009 –> 2010-2019	5.2623902	3.1614837	1.591668e+04	100.389318	8	17
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1044	2.0433965	4468.8563342	129.553619	13.2542717	2000-2009 –> 2010-2019	5.3746499	3.3312534	1.609434e+04	217.909641	5	20
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	5119	1.1671865	16123.8477647	75.283197	8.7048787	1982-1999 –> 2000-2009	2.2891029	1.1219164	3.475112e+04	153.007224	1	5
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	5119	1.2134863	16522.1199760	300.210173	8.7736265	1982-1999 –> 2000-2009	2.3032738	1.0897874	3.479683e+04	784.927356	3	4
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	5119	1.1926000	16344.3708174	121.018181	8.4718788	1982-1999 –> 2000-2009	2.3087300	1.1161300	3.490890e+04	291.211877	2	5
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	5119	1.2417525	16757.8626332	341.189545	8.6096750	1982-1999 –> 2000-2009	2.3439797	1.1022272	3.517030e+04	884.878572	5	7
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	5119	1.2390297	16733.3885841	59.892750	9.6813063	1982-1999 –> 2000-2009	2.3623127	1.1232830	3.537344e+04	124.485138	4	9
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	5119	1.2436732	16773.6859810	116.228687	8.6707201	1982-1999 –> 2000-2009	2.3840276	1.1403544	3.559875e+04	282.771604	6	12
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	5119	1.2438337	16773.0072439	29.569595	8.6772772	1982-1999 –> 2000-2009	2.4000730	1.1562393	3.576393e+04	70.199542	7	15
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	5119	1.2893361	17142.8491571	244.954026	9.7215484	1982-1999 –> 2000-2009	2.5083411	1.2190050	3.677721e+04	609.707648	8	19
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	5119	1.2983694	17214.3282645	284.890408	9.4661577	1982-1999 –> 2000-2009	2.5207946	1.2224252	3.688268e+04	678.830610	9	21
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	5119	1.4376299	18255.4440569	298.588974	9.5280361	1982-1999 –> 2000-2009	2.5868170	1.1491872	3.717214e+04	783.092495	13	20
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2795	1.1944778	8939.2603429	140.019137	8.8267277	2000-2009 –> 2010-2019	2.3616643	1.1671865	2.506311e+04	215.302334	1	2
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2795	1.2447866	9169.8756821	123.191205	10.1027067	2000-2009 –> 2010-2019	2.4373866	1.1926000	2.551425e+04	244.209386	2	4
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2795	1.2513836	9199.4227041	370.721168	9.9448151	2000-2009 –> 2010-2019	2.4648699	1.2134863	2.572154e+04	670.931341	3	6
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	2795	1.2649031	9257.4913092	74.128117	9.5600717	2000-2009 –> 2010-2019	2.5039328	1.2390297	2.599088e+04	134.020866	4	8
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2795	1.2738822	9299.0324604	473.248462	5.4999839	2000-2009 –> 2010-2019	2.5156347	1.2417525	2.605690e+04	814.438007	5	10
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2795	1.2763658	9309.9204052	127.545123	5.6075478	2000-2009 –> 2010-2019	2.5200390	1.2436732	2.608361e+04	243.773811	6	12
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	2795	1.2785558	9317.5037804	29.168248	5.8578949	2000-2009 –> 2010-2019	2.5223896	1.2438337	2.609051e+04	58.737843	7	14
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2795	1.2964578	9397.2303334	239.622375	9.8743720	2000-2009 –> 2010-2019	2.5857939	1.2893361	2.654008e+04	484.576401	8	16
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2795	1.3000025	9412.4932330	297.251357	6.1971111	2000-2009 –> 2010-2019	2.5983718	1.2983694	2.662682e+04	582.141766	9	18
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2795	1.4181131	9898.6053494	123.770685	7.4358243	2000-2009 –> 2010-2019	2.8172024	1.3990893	2.787784e+04	195.551972	11	21
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1818	0.3658345	1516.9921801	54.366585	1.7731316	1982-1999 –> 2000-2009	0.7154284	0.3495939	3.200775e+03	159.278381	1	2
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1818	0.3736817	1594.1604917	277.196112	1.6814815	1982-1999 –> 2000-2009	0.7250251	0.3513434	3.300596e+03	875.602186	2	5
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + silicate	1818	0.3752551	1607.4376791	30.312931	1.5964222	1982-1999 –> 2000-2009	0.7271919	0.3519368	3.319531e+03	71.286302	3	7
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	1818	0.3772040	1626.2728909	32.888976	1.8542301	1982-1999 –> 2000-2009	0.7275096	0.3503055	3.317283e+03	113.450918	4	6
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1818	0.3877613	1726.6399653	182.887984	1.8273377	1982-1999 –> 2000-2009	0.7423104	0.3545491	3.472292e+03	646.640910	5	10
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1818	0.4000105	1841.7227942	64.572615	2.0206207	1982-1999 –> 2000-2009	0.7735738	0.3735633	3.826444e+03	216.114800	6	13
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	1818	0.4019540	1857.3461965	51.255420	2.0347894	1982-1999 –> 2000-2009	0.7757766	0.3738226	3.843215e+03	200.514384	7	15
N_Atlantic	(27.75,27.85]	3	cstar_tref ~ sal + aou + nitrate	1818	0.4232221	2042.8164395	20.374528	2.0786418	1982-1999 –> 2000-2009	0.7780004	0.3547782	3.789401e+03	41.734026	10	16
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	1818	0.4129242	1955.2506541	5.959754	2.3572384	1982-1999 –> 2000-2009	0.7876826	0.3747584	3.952466e+03	17.915336	8	17
N_Atlantic	(27.75,27.85]	3	cstar_tref ~ sal + nitrate + phosphate_star	1818	0.4130001	1953.9183054	3.912988	2.3673033	1982-1999 –> 2000-2009	0.7881774	0.3751773	3.954203e+03	10.523755	9	19
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	914	0.3881963	878.0851432	145.367504	1.9371932	2000-2009 –> 2010-2019	0.7540307	0.3658345	2.395077e+03	199.734090	1	2
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	914	0.3898995	884.0880394	136.652378	1.9609558	2000-2009 –> 2010-2019	0.7671035	0.3772040	2.510361e+03	169.541354	2	6
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	914	0.3954688	912.0146136	767.264395	1.5782911	2000-2009 –> 2010-2019	0.7691505	0.3736817	2.506175e+03	1044.460507	3	5
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + silicate	914	0.3955678	910.4719253	35.707719	1.6239141	2000-2009 –> 2010-2019	0.7708229	0.3752551	2.517910e+03	66.020649	4	7
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	914	0.3957664	911.3896099	691.027739	1.5609627	2000-2009 –> 2010-2019	0.7835277	0.3877613	2.638030e+03	873.915722	5	10
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	914	0.4152507	1001.2400341	276.296203	2.3657744	2000-2009 –> 2010-2019	0.8152612	0.4000105	2.842963e+03	340.868819	7	13
N_Atlantic	(27.75,27.85]	3	cstar_tref ~ sal + aou + nitrate	914	0.3961864	911.3286476	14.889536	1.6566055	2000-2009 –> 2010-2019	0.8194086	0.4232221	2.954145e+03	35.264064	6	16
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	914	0.4181248	1011.8487855	266.798385	2.4201332	2000-2009 –> 2010-2019	0.8200788	0.4019540	2.869195e+03	318.053805	9	16
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	914	0.4157977	1001.6464667	14.783768	2.2893218	2000-2009 –> 2010-2019	0.8287219	0.4129242	2.956897e+03	20.743522	8	16
N_Atlantic	(27.75,27.85]	3	cstar_tref ~ sal + nitrate + phosphate_star	914	0.4192673	1014.8370246	6.744353	2.3137456	2000-2009 –> 2010-2019	0.8322674	0.4130001	2.968755e+03	10.657341	10	19
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1747	0.3022447	791.1357037	392.460710	2.0611564	1982-1999 –> 2000-2009	0.5961766	0.2939319	1.584818e+03	722.403118	1	2
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1747	0.3126608	909.5198203	57.724945	2.1061719	1982-1999 –> 2000-2009	0.6382308	0.3255700	2.112937e+03	121.796116	2	4
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + silicate	1747	0.3139653	922.0677728	44.167568	2.0698877	1982-1999 –> 2000-2009	0.6666670	0.3527017	2.444306e+03	99.315553	3	8
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1747	0.3480475	1282.1462895	344.901164	1.6694065	1982-1999 –> 2000-2009	0.6795713	0.3315238	2.556197e+03	669.227148	5	8
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + nitrate	1747	0.3461202	1262.7444854	53.318511	1.5757897	1982-1999 –> 2000-2009	0.6912653	0.3451452	2.698179e+03	103.878299	4	8
N_Atlantic	(27.85,27.95]	3	cstar_tref ~ sal + aou + nitrate	1747	0.3482592	1282.2714215	27.669115	1.8030031	1982-1999 –> 2000-2009	0.7105359	0.3622767	2.909866e+03	61.760869	6	12
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1747	0.3496439	1300.1358899	127.250829	2.3698217	1982-1999 –> 2000-2009	0.7421804	0.3925365	3.253258e+03	235.654695	7	14
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	1747	0.3694361	1490.5247414	126.150224	1.8281345	1982-1999 –> 2000-2009	0.7716296	0.4021934	3.539055e+03	232.476713	9	17
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	1747	0.3609599	1409.4261051	17.780633	2.2449031	1982-1999 –> 2000-2009	0.8007931	0.4398332	3.816522e+03	39.574462	8	17
N_Atlantic	(27.85,27.95]	3	cstar_tref ~ sal + nitrate + phosphate_star	1747	0.3777716	1566.4832155	17.221907	1.8083597	1982-1999 –> 2000-2009	0.8326930	0.4549214	4.106765e+03	38.136707	10	20
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	849	0.3786432	774.3263415	805.503066	1.9114551	2000-2009 –> 2010-2019	0.6808879	0.3022447	1.565462e+03	1197.963775	1	2
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	849	0.3991192	863.7527386	129.932506	2.0250156	2000-2009 –> 2010-2019	0.7117800	0.3126608	1.773273e+03	187.657451	3	5
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + silicate	849	0.3991314	861.8046609	58.663401	2.0218283	2000-2009 –> 2010-2019	0.7130967	0.3139653	1.783872e+03	102.830969	4	7
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	849	0.3983247	858.3693193	801.486209	1.5378301	2000-2009 –> 2010-2019	0.7463722	0.3480475	2.140516e+03	1146.387373	2	7
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + nitrate	849	0.4139747	923.8056647	94.407579	1.5232620	2000-2009 –> 2010-2019	0.7600948	0.3461202	2.186550e+03	147.726090	5	9
N_Atlantic	(27.85,27.95]	3	cstar_tref ~ sal + aou + nitrate	849	0.4144423	923.7228404	36.026660	1.4894239	2000-2009 –> 2010-2019	0.7627016	0.3482592	2.205994e+03	63.695775	6	12
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	849	0.4348488	1009.3366068	282.514514	2.3191181	2000-2009 –> 2010-2019	0.7844927	0.3496439	2.309472e+03	409.765344	7	14
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	849	0.4367586	1014.7776053	28.650231	2.3295659	2000-2009 –> 2010-2019	0.7977186	0.3609599	2.424204e+03	46.430864	8	16
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	849	0.4597027	1101.7137840	223.165834	1.7723802	2000-2009 –> 2010-2019	0.8291388	0.3694361	2.592239e+03	349.316058	10	19
N_Atlantic	(27.85,27.95]	3	cstar_tref ~ sal + nitrate + phosphate_star	849	0.4607460	1103.5630585	27.380736	1.6625990	2000-2009 –> 2010-2019	0.8385176	0.3777716	2.670046e+03	44.602643	11	21
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1756	0.3461012	1270.9956940	153.602494	3.1335097	1982-1999 –> 2000-2009	0.5611890	0.2150878	7.314745e+02	1012.393315	1	2
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1756	0.3973996	1756.3932637	35.554683	3.3361851	1982-1999 –> 2000-2009	0.6520109	0.2546112	2.009722e+03	175.202340	3	6
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1756	0.4387786	2102.2656805	145.097092	2.6899228	1982-1999 –> 2000-2009	0.6668639	0.2280854	1.836511e+03	639.826195	7	9
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + nitrate	1756	0.4170366	1923.7830189	33.260577	3.0481258	1982-1999 –> 2000-2009	0.6716596	0.2546230	2.175328e+03	139.301542	4	8
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1756	0.3740832	1542.0433591	70.706411	4.0772546	1982-1999 –> 2000-2009	0.6749889	0.3009057	2.578550e+03	304.810849	2	8
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + silicate	1756	0.4180112	1931.9804719	15.467308	2.2848614	1982-1999 –> 2000-2009	0.7275372	0.3095260	3.101239e+03	50.647204	5	12
N_Atlantic	(27.95,28.05]	3	cstar_tref ~ temp + aou + nitrate	1756	0.4255453	1992.7159116	5.150474	2.3544240	1982-1999 –> 2000-2009	0.7801833	0.3546380	3.799436e+03	26.787506	6	17
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1756	0.4812796	2428.9623948	149.048674	3.4778570	1982-1999 –> 2000-2009	0.8091272	0.3278476	3.870503e+03	358.344490	8	17
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	1756	0.4843773	2449.4942603	128.743423	3.4662348	1982-1999 –> 2000-2009	0.8246520	0.3402747	4.063896e+03	337.744156	9	19
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	1756	0.5698662	3020.3257411	57.609988	2.6629962	1982-1999 –> 2000-2009	0.9389361	0.3690699	5.016522e+03	207.245249	10	22
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	835	0.1830134	-452.3595002	207.496154	0.9492931	2000-2009 –> 2010-2019	0.5804131	0.3973996	1.304034e+03	243.050837	3	6
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	835	0.1734673	-543.8223632	290.923250	0.8846613	2000-2009 –> 2010-2019	0.6122459	0.4387786	1.558443e+03	436.020342	2	11
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + nitrate	835	0.1978665	-324.0440599	78.969621	0.8985267	2000-2009 –> 2010-2019	0.6149032	0.4170366	1.599739e+03	112.230198	5	9
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	835	0.2427502	17.3711464	846.458225	1.0634641	2000-2009 –> 2010-2019	0.6221376	0.3793874	1.608862e+03	1282.821666	8	10
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	835	0.2587237	123.7966828	127.479309	0.8895316	2000-2009 –> 2010-2019	0.6328070	0.3740832	1.665840e+03	198.185719	12	13
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + silicate	835	0.2501955	67.8209590	19.316269	1.0076673	2000-2009 –> 2010-2019	0.6682067	0.4180112	1.999801e+03	34.783577	9	14
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	835	0.2533120	88.4943466	607.710088	1.0764878	2000-2009 –> 2010-2019	0.6715005	0.4181885	2.021964e+03	935.225944	11	17
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + phosphate	835	0.2508736	72.3412143	569.779778	1.0699305	2000-2009 –> 2010-2019	0.6748132	0.4239396	2.053780e+03	1017.450912	10	17
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	835	0.2107258	-216.8925422	347.897095	1.0391262	2000-2009 –> 2010-2019	0.6920054	0.4812796	2.212070e+03	496.945769	6	16
N_Atlantic	(27.95,28.05]	3	cstar_tref ~ temp + aou + nitrate	835	0.2829871	271.4963269	13.076527	1.2497911	2000-2009 –> 2010-2019	0.7085324	0.4255453	2.264212e+03	18.227001	16	24
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	886	0.1148957	-1305.7716805	310.153977	0.4253731	1982-1999 –> 2000-2009	0.2251483	0.1102527	-3.371639e+03	706.700204	1	2
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	886	0.1161590	-1286.3937617	438.529509	0.4524804	1982-1999 –> 2000-2009	0.2267871	0.1106281	-3.343266e+03	954.748880	2	4
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	886	0.1170166	-1273.3597255	317.967193	0.4655968	1982-1999 –> 2000-2009	0.2278701	0.1108535	-3.324847e+03	713.084018	3	6
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	886	0.1283384	-1111.7072570	165.800790	0.6537952	1982-1999 –> 2000-2009	0.2444111	0.1160728	-3.043458e+03	369.545812	4	8
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate	886	0.1315488	-1067.9260101	68.069817	0.8247840	1982-1999 –> 2000-2009	0.2632005	0.1316518	-2.666431e+03	142.700146	5	10
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	886	0.1652375	-661.8990868	199.297306	0.9105365	1982-1999 –> 2000-2009	0.3310065	0.1657690	-1.648673e+03	674.199365	6	12
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	886	0.1802693	-507.6146427	34.547930	0.9233827	1982-1999 –> 2000-2009	0.3511664	0.1708971	-1.413775e+03	56.363144	7	14
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	886	0.1948602	-371.6987415	6.087455	0.6994589	1982-1999 –> 2000-2009	0.3657592	0.1708990	-1.279829e+03	12.206010	8	16
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	886	0.1956832	-364.2309205	32.002559	1.7082478	1982-1999 –> 2000-2009	0.3890552	0.1933720	-9.454666e+02	64.952316	9	18
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	886	0.2235378	-126.4063513	47.141402	1.0381305	1982-1999 –> 2000-2009	0.4316722	0.2081344	-5.109808e+02	98.136267	10	20
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	467	0.0772135	-1052.8547152	478.374238	0.2642129	2000-2009 –> 2010-2019	0.1921092	0.1148957	-2.358626e+03	788.528216	3	4
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	467	0.0769857	-1055.6140022	597.933136	0.2599718	2000-2009 –> 2010-2019	0.1931447	0.1161590	-2.342008e+03	1036.462645	2	4
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	467	0.0768789	-1056.9106996	396.577223	0.2576236	2000-2009 –> 2010-2019	0.1938955	0.1170166	-2.330270e+03	714.544416	1	4
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	467	0.0790060	-1033.4199575	83.564252	0.2579238	2000-2009 –> 2010-2019	0.2073444	0.1283384	-2.145127e+03	249.365042	4	8
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate	467	0.0910708	-900.6856827	33.789916	0.4044319	2000-2009 –> 2010-2019	0.2226196	0.1315488	-1.968612e+03	101.859733	5	10
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	467	0.1212371	-631.4582760	539.550891	0.5149135	2000-2009 –> 2010-2019	0.2864746	0.1652375	-1.293357e+03	738.848197	6	12
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	467	0.1318383	-553.1627718	22.990438	0.5660317	2000-2009 –> 2010-2019	0.3121076	0.1802693	-1.060777e+03	57.538368	8	15
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	467	0.1308999	-561.8344555	16.859117	0.7518470	2000-2009 –> 2010-2019	0.3265831	0.1956832	-9.260654e+02	48.861677	7	16
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	467	0.1323998	-551.1930347	3.368992	0.5836078	2000-2009 –> 2010-2019	0.3272600	0.1948602	-9.228918e+02	9.456446	9	17
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	467	0.1658519	-338.7918648	78.158841	0.7606077	2000-2009 –> 2010-2019	0.3893897	0.2235378	-4.651982e+02	125.300243	10	20
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1511	0.1322984	-1810.5521223	337.028620	0.4339096	1982-1999 –> 2000-2009	0.2443028	0.1120043	-4.369284e+03	625.634411	1	2
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1511	0.1324594	-1806.8784231	485.531739	0.4343428	1982-1999 –> 2000-2009	0.2450992	0.1126398	-4.346713e+03	869.623235	2	4
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1511	0.1325953	-1803.7782781	339.434837	0.4345947	1982-1999 –> 2000-2009	0.2456740	0.1130787	-4.330626e+03	623.902507	3	6
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	1511	0.1485934	-1461.5371888	103.295946	0.4599141	1982-1999 –> 2000-2009	0.2772206	0.1286272	-3.560078e+03	184.077099	4	8
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1511	0.1529627	-1371.9584742	744.230787	0.9086075	1982-1999 –> 2000-2009	0.2930379	0.1400753	-3.183726e+03	1417.101930	5	10
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1511	0.1581377	-1273.4102934	75.259842	0.9624673	1982-1999 –> 2000-2009	0.3028889	0.1447512	-2.977503e+03	145.610714	6	12
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1511	0.1848752	-799.3275026	129.293680	1.0977485	1982-1999 –> 2000-2009	0.3538077	0.1689325	-1.985449e+03	239.041033	7	14
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1511	0.1973792	-601.5516293	18.985492	0.9534231	1982-1999 –> 2000-2009	0.3751846	0.1778055	-1.616695e+03	36.244684	8	16
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + silicate	1511	0.2006101	-554.4843650	5.599974	0.7228094	1982-1999 –> 2000-2009	0.3796305	0.1790204	-1.548883e+03	11.444946	9	18
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1511	0.2294403	-148.6909813	21.641097	1.6936937	1982-1999 –> 2000-2009	0.4450743	0.2156340	-5.215732e+02	42.383211	10	20
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	800	0.0974943	-1440.4361983	450.316761	0.2869709	2000-2009 –> 2010-2019	0.2297928	0.1322984	-3.250988e+03	787.345381	1	2
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	800	0.0976451	-1437.9637158	560.606984	0.2872897	2000-2009 –> 2010-2019	0.2301045	0.1324594	-3.244842e+03	1046.138722	2	4
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	800	0.0977407	-1436.3973739	451.282849	0.2874470	2000-2009 –> 2010-2019	0.2303360	0.1325953	-3.240176e+03	790.717687	3	6
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	800	0.1087880	-1267.0644243	365.853927	0.3204198	2000-2009 –> 2010-2019	0.2573814	0.1485934	-2.728602e+03	469.149874	4	8
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate	800	0.1380795	-885.5791163	357.327145	0.9602293	2000-2009 –> 2010-2019	0.2962172	0.1581377	-2.158989e+03	432.586987	5	10
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	800	0.1621672	-626.3023341	308.196038	0.7587442	2000-2009 –> 2010-2019	0.3470424	0.1848752	-1.425630e+03	437.489718	7	13
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	800	0.1518727	-731.2380253	15.216418	0.8151044	2000-2009 –> 2010-2019	0.3492519	0.1973792	-1.332790e+03	34.201910	6	13
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + silicate	800	0.1623795	-626.2085623	11.120813	0.7303730	2000-2009 –> 2010-2019	0.3629896	0.2006101	-1.180693e+03	16.720788	8	16
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	800	0.2237972	-112.9221645	132.451956	1.6635372	2000-2009 –> 2010-2019	0.4532376	0.2294403	-2.616131e+02	154.093053	19	28
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	800	0.1996870	-293.3049979	42.259206	1.1422365	2000-2009 –> 2010-2019	0.4580663	0.2583793	-8.102632e+01	85.795283	10	20
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2460	0.1392461	-2704.6651786	661.474082	1.9502551	1982-1999 –> 2000-2009	0.2597372	0.1204912	-6.885263e+03	1122.448802	1	2
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2460	0.1402397	-2669.6804853	662.246337	1.9500400	1982-1999 –> 2000-2009	0.2616085	0.1213687	-6.806621e+03	1147.523951	2	4
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2460	0.1412272	-2635.1584816	738.826919	1.9515711	1982-1999 –> 2000-2009	0.2634157	0.1221885	-6.731599e+03	1289.970348	3	6
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2460	0.1458297	-2479.3760863	379.961555	1.7454573	1982-1999 –> 2000-2009	0.2859184	0.1400887	-5.755364e+03	650.034306	4	8
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	2460	0.2041248	-824.8179893	597.556451	3.2113710	1982-1999 –> 2000-2009	0.3596974	0.1555726	-3.470112e+03	1083.902356	5	10
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2460	0.2150700	-565.8373912	355.524268	1.9608736	1982-1999 –> 2000-2009	0.4387122	0.2236421	-1.025715e+03	703.603539	6	12
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	2460	0.2240517	-366.5453837	229.643954	1.4520707	1982-1999 –> 2000-2009	0.4549001	0.2308485	-6.376296e+02	416.589490	7	14
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2460	0.2479153	133.4111736	715.678534	4.1629551	1982-1999 –> 2000-2009	0.4960714	0.2481560	2.992603e+02	1344.992336	8	16
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	2460	0.2487163	147.2802140	354.747887	4.4746154	1982-1999 –> 2000-2009	0.4994767	0.2507605	3.739398e+02	698.578880	9	19
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	2460	0.2526608	224.6972936	323.491056	4.1057810	1982-1999 –> 2000-2009	0.5017128	0.2490520	4.102275e+02	569.273431	11	20
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1522	0.0644714	-4011.9788132	869.745242	0.2736584	2000-2009 –> 2010-2019	0.2037175	0.1392461	-6.716644e+03	1531.219323	1	2
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1522	0.0647176	-4000.3750386	869.521792	0.2746096	2000-2009 –> 2010-2019	0.2049574	0.1402397	-6.670056e+03	1531.768129	2	4
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1522	0.1167669	-2205.9723719	831.603939	0.5367663	2000-2009 –> 2010-2019	0.2625966	0.1458297	-4.685348e+03	1211.565494	3	6
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1522	0.1495198	-1453.3446820	443.332382	0.6371600	2000-2009 –> 2010-2019	0.4021806	0.2526608	-1.228647e+03	766.823438	4	10
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1522	0.1638309	-1175.1048376	850.878831	0.5931575	2000-2009 –> 2010-2019	0.4125472	0.2487163	-1.027825e+03	1205.626718	9	14
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1522	0.1553724	-1336.4675807	485.875425	0.6631582	2000-2009 –> 2010-2019	0.4132597	0.2578873	-1.011034e+03	800.478514	6	14
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1522	0.1606427	-1234.9257804	617.918762	0.6883330	2000-2009 –> 2010-2019	0.4270059	0.2663632	-7.503898e+02	1052.496371	7	16
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1522	0.2136120	-367.4515922	684.684779	0.9093781	2000-2009 –> 2010-2019	0.4376636	0.2240517	-7.339970e+02	914.328733	16	20
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1522	0.1529425	-1382.4485971	124.842318	0.6506738	2000-2009 –> 2010-2019	0.4581662	0.3052237	-2.258864e+02	166.881863	5	15
N_Atlantic	(28.15,28.2]	3	cstar_tref ~ aou + nitrate + phosphate_star	1522	0.2227893	-241.4053445	403.193326	0.7912586	2000-2009 –> 2010-2019	0.4755464	0.2527571	-1.683254e+01	626.337426	17	24
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + silicate	90	0.2959195	48.2287488	93.862670	0.7190304	1982-1999 –> 2000-2009	0.4930811	0.1971616	2.336598e+01	191.032687	1	2
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + nitrate + silicate	90	0.3154849	59.7529488	334.053740	0.8686351	1982-1999 –> 2000-2009	0.5264899	0.2110050	4.710463e+01	818.841448	2	4
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + nitrate + silicate	90	0.3179122	59.1325355	56.702738	0.8720817	1982-1999 –> 2000-2009	0.5317426	0.2138304	4.687845e+01	117.523876	3	6
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	90	0.3450666	75.8857450	646.621069	0.8361211	1982-1999 –> 2000-2009	0.5840502	0.2389836	8.564979e+01	1281.206689	4	8
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + nitrate + phosphate_star	90	0.4755647	131.6235174	561.900272	1.3399135	1982-1999 –> 2000-2009	0.7859860	0.3104213	1.864640e+02	1094.898740	5	12
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ temp + nitrate + silicate	90	0.5394346	154.3068655	305.810855	1.2618436	1982-1999 –> 2000-2009	0.7927200	0.2532854	1.725329e+02	623.425774	8	13
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	90	0.5215002	150.2207257	389.064191	1.2490966	1982-1999 –> 2000-2009	0.8964821	0.3749819	2.410717e+02	962.489616	6	15
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + temp + nitrate	90	0.5300229	151.1386346	18.330959	1.1329130	1982-1999 –> 2000-2009	0.9073742	0.3773513	2.411234e+02	52.677864	7	17
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ aou + nitrate + silicate	90	0.6235216	180.3819993	90.952105	1.4041999	1982-1999 –> 2000-2009	0.9335045	0.3099829	2.349681e+02	183.671522	10	16
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + aou + nitrate	90	0.5412489	154.9112553	29.095637	1.5482450	1982-1999 –> 2000-2009	0.9536501	0.4124011	2.608836e+02	92.450697	9	20
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ temp + nitrate + silicate	54	0.0540303	-151.9213863	79.529180	0.1349259	2000-2009 –> 2010-2019	0.5934649	0.5394346	2.385479e+00	385.340034	4	6
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + aou + nitrate	54	0.1152419	-70.1126137	973.461498	0.3406400	2000-2009 –> 2010-2019	0.6564908	0.5412489	8.479864e+01	1002.557135	6	9
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + temp + nitrate	54	0.1346038	-53.3399822	138.248094	0.4375891	2000-2009 –> 2010-2019	0.6646267	0.5300229	9.779865e+01	156.579053	7	8
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ aou + nitrate + silicate	54	0.0459542	-169.4065746	254.789994	0.1154938	2000-2009 –> 2010-2019	0.6694758	0.6235216	1.097542e+01	345.742098	3	7
N_Atlantic	(28.2, Inf]	2	cstar_tref ~ nitrate + silicate	54	0.0540534	-153.8751470	53.898800	0.1336260	2000-2009 –> 2010-2019	0.7136957	0.6596423	3.464343e+01	75.132865	5	10
N_Atlantic	(28.2, Inf]	2	cstar_tref ~ nitrate + phosphate	54	0.0045644	-420.8163827	168.344930	0.0109581	2000-2009 –> 2010-2019	0.7346202	0.7300558	-2.140416e+02	441.870125	1	11
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ temp + aou + nitrate	54	0.0320577	-208.2981872	23.300184	0.1180584	2000-2009 –> 2010-2019	0.7526948	0.7206371	-1.860782e+00	407.124594	2	8
N_Atlantic	(28.2, Inf]	2	cstar_tref ~ aou + nitrate	54	0.1585816	-37.6351312	20.982704	0.5309187	2000-2009 –> 2010-2019	0.8796729	0.7210913	1.669157e+02	28.930162	10	17
N_Atlantic	(28.2, Inf]	2	cstar_tref ~ sal + nitrate	54	0.1359232	-54.2864504	114.940788	0.4499664	2000-2009 –> 2010-2019	0.8839744	0.7480511	1.568714e+02	115.945618	8	19
N_Atlantic	(28.2, Inf]	2	cstar_tref ~ nitrate + phosphate_star	54	0.1565917	-38.9989063	962.056321	0.5209155	2000-2009 –> 2010-2019	0.8864378	0.7298461	1.677241e+02	1059.593246	9	18
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	53	1.8147206	227.5762258	979.684306	6.2881592	1982-1999 –> 2000-2009	2.4127992	0.5980786	3.682630e+02	1895.487376	1	4
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	53	1.8324796	228.6085055	198.256940	5.7099528	1982-1999 –> 2000-2009	2.4222893	0.5898097	3.673462e+02	774.486084	2	3
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	53	1.8627954	230.3477779	339.475398	5.4362475	1982-1999 –> 2000-2009	2.4561092	0.5933139	3.699147e+02	613.686541	3	5
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	53	1.8751203	231.0468050	242.071065	5.5795659	1982-1999 –> 2000-2009	2.4928258	0.6177055	3.762541e+02	551.593975	4	9
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	53	1.9098304	230.9910145	72.540423	5.6821723	1982-1999 –> 2000-2009	2.5143879	0.6045575	3.711862e+02	188.968906	8	12
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	53	1.9045960	230.7000939	39.598416	5.6855016	1982-1999 –> 2000-2009	2.5608725	0.6562765	3.823873e+02	114.361562	7	13
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	53	1.9100125	231.0011231	48.660397	5.6893417	1982-1999 –> 2000-2009	2.5737426	0.6637300	3.842693e+02	138.755468	9	16
N_Pacific	(-Inf,26]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	53	1.8971851	230.2868390	52.855296	5.7110371	1982-1999 –> 2000-2009	2.6598012	0.7626161	4.029982e+02	554.751128	5	13
N_Pacific	(-Inf,26]	3	cstar_tref ~ temp + nitrate + phosphate_star	53	1.9104955	229.0279241	19.762719	5.6942128	1982-1999 –> 2000-2009	2.7383571	0.8278616	4.112320e+02	44.344846	10	19
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	53	1.9027669	232.5982503	376.397726	5.8273235	1982-1999 –> 2000-2009	2.7740177	0.8712508	4.259541e+02	787.281053	6	16
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	110	1.1584251	358.5199896	675.268733	3.7069290	2000-2009 –> 2010-2019	3.0335454	1.8751203	5.895668e+02	917.339797	3	6
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	110	1.1752700	361.6960200	928.868797	3.8043706	2000-2009 –> 2010-2019	3.0780370	1.9027669	5.942943e+02	1305.266523	5	10
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	110	1.1685764	358.4394490	662.919010	3.1808586	2000-2009 –> 2010-2019	3.0785889	1.9100125	5.894406e+02	711.579406	4	12
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	110	1.2419240	373.8320754	927.522330	2.7288030	2000-2009 –> 2010-2019	3.1047194	1.8627954	6.041799e+02	1266.997729	9	11
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + phosphate	110	1.1941268	363.1978280	861.300652	3.6061955	2000-2009 –> 2010-2019	3.1203356	1.9262087	5.950940e+02	919.032870	7	17
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	110	1.1452191	355.9975917	210.712938	5.6292523	2000-2009 –> 2010-2019	3.1264369	1.9812178	5.928785e+02	437.898880	1	12
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	110	1.3327507	389.3603786	114.258931	6.4019298	2000-2009 –> 2010-2019	3.1652303	1.8324796	6.179689e+02	312.515871	11	12
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	110	1.2776944	378.0790698	869.626305	2.9247461	2000-2009 –> 2010-2019	3.1875248	1.9098304	6.090701e+02	942.166728	10	17
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + silicate	110	1.1833044	361.1948714	81.867219	4.6564184	2000-2009 –> 2010-2019	3.2072428	2.0239384	5.983372e+02	110.116639	6	18
N_Pacific	(-Inf,26]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	110	1.3373778	388.1228547	100.618889	6.5023958	2000-2009 –> 2010-2019	3.2345629	1.8971851	6.184097e+02	153.474185	12	16
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	344	1.3183395	1180.3743415	70.104376	4.4610979	1982-1999 –> 2000-2009	2.4874363	1.1690967	2.350549e+03	201.101427	1	2
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	344	1.4788930	1259.4398889	107.916439	5.2908691	1982-1999 –> 2000-2009	2.7040041	1.2251111	2.463966e+03	254.375987	2	5
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	344	1.5486152	1291.1341506	48.386593	5.2700673	1982-1999 –> 2000-2009	2.8233053	1.2746901	2.524779e+03	124.242746	3	7
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	344	1.6456647	1332.9530353	94.163314	5.4115593	1982-1999 –> 2000-2009	2.8696185	1.2239539	2.536785e+03	134.497167	4	6
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	344	1.6458513	1331.0310336	26.118512	5.3012774	1982-1999 –> 2000-2009	3.1839304	1.5380791	2.700544e+03	48.608491	5	18
N_Pacific	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	344	1.8978970	1431.0632552	338.259365	6.8481417	1982-1999 –> 2000-2009	3.3526135	1.4547165	2.761675e+03	697.086388	6	16
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	344	2.2053798	1534.3687262	71.680567	15.7950220	1982-1999 –> 2000-2009	3.5897684	1.3843886	2.828609e+03	106.066628	8	14
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	344	2.1163274	1506.0110763	151.370521	6.8406136	1982-1999 –> 2000-2009	3.7835077	1.6671804	2.936684e+03	501.216746	7	23
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	344	2.2183067	1538.3896836	136.315162	9.5182686	1982-1999 –> 2000-2009	3.8603848	1.6420781	2.957927e+03	364.099044	9	23
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	344	2.4993340	1620.4544244	108.135459	16.4654438	1982-1999 –> 2000-2009	3.8663296	1.3669956	2.905415e+03	270.823581	18	23
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	451	0.7480316	1032.0228831	98.321446	4.7429958	2000-2009 –> 2010-2019	2.0663711	1.3183395	2.212397e+03	168.425823	1	2
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	451	0.8064566	1099.8576398	148.660062	5.3417982	2000-2009 –> 2010-2019	2.2853496	1.4788930	2.359298e+03	256.576500	2	4
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	451	0.9134379	1212.2156162	54.739277	5.6714330	2000-2009 –> 2010-2019	2.4620531	1.5486152	2.503350e+03	103.125870	3	6
N_Pacific	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	451	1.1844334	1446.5591319	552.174421	7.1406485	2000-2009 –> 2010-2019	3.0823304	1.8978970	2.877622e+03	890.433786	4	10
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	451	1.5301795	1677.5798443	134.683215	10.5560238	2000-2009 –> 2010-2019	3.1758441	1.6456647	3.010533e+03	228.846529	17	21
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	451	1.6150856	1724.2904878	33.200982	6.4959591	2000-2009 –> 2010-2019	3.2609369	1.6458513	3.055322e+03	59.319494	20	25
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	451	1.2502883	1495.3660627	145.740556	9.0691934	2000-2009 –> 2010-2019	3.3666157	2.1163274	3.001377e+03	297.111077	5	12
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	451	1.3393345	1557.4224651	192.885307	9.6671275	2000-2009 –> 2010-2019	3.5767741	2.2374396	3.101721e+03	337.792075	6	16
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	451	1.3739870	1580.4630802	178.710788	10.7350344	2000-2009 –> 2010-2019	3.5922937	2.2183067	3.118853e+03	315.025950	7	16
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	451	1.3826806	1586.1522614	149.135983	10.8616577	2000-2009 –> 2010-2019	3.6314863	2.2488057	3.133937e+03	264.126116	8	19
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	520	0.8162262	1278.5097702	47.911734	8.9050765	1982-1999 –> 2000-2009	1.5261518	0.7099256	2.327952e+03	315.163514	1	2
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	520	0.8717851	1346.9952856	125.262827	11.0614776	1982-1999 –> 2000-2009	1.6284237	0.7566386	2.457742e+03	357.546654	2	4
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	520	0.9902875	1479.5457290	46.995895	13.2842286	1982-1999 –> 2000-2009	1.8223554	0.8320679	2.681709e+03	272.450848	3	6
N_Pacific	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	520	1.0869323	1576.3897710	468.423757	15.4444305	1982-1999 –> 2000-2009	1.9830770	0.8961447	2.849922e+03	852.788248	5	9
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	520	1.0665232	1556.6762413	46.718736	14.0270686	1982-1999 –> 2000-2009	2.0558020	0.9892788	2.925326e+03	271.337884	4	9
N_Pacific	(26.5,26.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	520	1.2626763	1730.2589060	46.643234	16.8704168	1982-1999 –> 2000-2009	2.4514818	1.1888055	3.273655e+03	146.823224	7	13
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	520	1.2240718	1699.9662354	108.376851	10.8408894	1982-1999 –> 2000-2009	2.5038639	1.2797921	3.316308e+03	341.489692	6	14
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	520	1.4417166	1870.1639632	47.701767	10.0928135	1982-1999 –> 2000-2009	2.6800909	1.2383743	3.454858e+03	288.661994	9	16
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	520	1.3231943	1780.9467334	50.453105	10.8771509	1982-1999 –> 2000-2009	2.7643360	1.4411417	3.511515e+03	315.055147	8	21
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	520	1.4833518	1899.7724923	130.662819	11.7510309	1982-1999 –> 2000-2009	2.7720372	1.2886854	3.522776e+03	359.033621	11	20
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	674	1.0171769	1949.6869284	39.507132	5.2350159	2000-2009 –> 2010-2019	1.8334031	0.8162262	3.228197e+03	87.418866	1	2
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	674	1.1954768	2167.4079837	78.888610	6.5305903	2000-2009 –> 2010-2019	2.0672620	0.8717851	3.514403e+03	204.151436	2	4
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	674	1.3969478	2377.3516541	38.766631	7.5189042	2000-2009 –> 2010-2019	2.3872353	0.9902875	3.856897e+03	85.762526	3	6
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	674	1.5777895	2541.4505768	39.422542	7.5038941	2000-2009 –> 2010-2019	2.6443127	1.0665232	4.098127e+03	86.141278	4	8
N_Pacific	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	674	1.5806217	2543.8681184	446.793157	8.3959396	2000-2009 –> 2010-2019	2.6675540	1.0869323	4.120258e+03	915.216913	5	10
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	674	1.7044861	2645.5685539	64.596960	5.7348795	2000-2009 –> 2010-2019	2.9285579	1.2240718	4.345535e+03	172.973811	6	12
N_Pacific	(26.5,26.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	674	1.7629123	2689.0008372	37.522134	7.6426008	2000-2009 –> 2010-2019	3.0255885	1.2626763	4.419260e+03	84.165369	7	14
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	674	1.8122076	2728.1768212	40.455735	6.3223559	2000-2009 –> 2010-2019	3.1354018	1.3231943	4.509124e+03	90.908840	8	16
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	674	2.2966918	3047.5503317	42.486145	8.0139116	2000-2009 –> 2010-2019	3.7384084	1.4417166	4.917714e+03	90.187912	9	18
N_Pacific	(26.5,26.75]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	674	2.3495345	3076.2139771	33.406564	8.9743024	2000-2009 –> 2010-2019	3.8004342	1.4508997	4.950981e+03	79.196620	10	20
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	823	0.8847107	2147.9467080	46.989631	9.2595142	1982-1999 –> 2000-2009	1.7714951	0.8867844	3.878941e+03	111.365837	1	5
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	823	0.9577233	2278.4716700	95.257328	7.8654389	1982-1999 –> 2000-2009	1.8119885	0.8542652	3.960075e+03	177.589107	3	4
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	823	0.9443719	2255.3637105	93.113856	8.0822200	1982-1999 –> 2000-2009	1.8481062	0.9037343	4.011388e+03	156.917205	2	8
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	823	1.0065549	2360.3270300	41.226494	7.2438399	1982-1999 –> 2000-2009	1.8736774	0.8671225	4.061680e+03	88.827039	4	6
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	823	1.0088884	2364.1385396	88.421696	8.8127416	1982-1999 –> 2000-2009	1.9055100	0.8966215	4.109717e+03	170.564014	5	10
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	823	1.0471329	2425.3807133	86.828327	8.9668513	1982-1999 –> 2000-2009	1.9727291	0.9255963	4.213004e+03	159.281344	6	13
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	823	1.1523280	2582.9496797	38.066456	9.7280760	1982-1999 –> 2000-2009	2.0344039	0.8820759	4.306906e+03	86.257952	7	10
N_Pacific	(26.75,27]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	823	1.1531685	2582.1498640	9.156953	9.8270451	1982-1999 –> 2000-2009	2.0789114	0.9257428	4.367983e+03	48.907793	8	16
N_Pacific	(26.75,27]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	823	1.2185332	2674.9011190	525.955232	7.5941353	1982-1999 –> 2000-2009	2.1529791	0.9344459	4.475104e+03	834.189868	9	18
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	823	1.2919813	2771.2400045	81.453625	10.5930931	1982-1999 –> 2000-2009	2.3332770	1.0412958	4.714573e+03	154.928746	10	20
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	743	0.7761308	1745.9394654	57.796395	3.3825626	2000-2009 –> 2010-2019	1.6608415	0.8847107	3.893886e+03	104.786025	1	2
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	743	0.8809957	1934.2627208	155.247921	7.8460288	2000-2009 –> 2010-2019	1.8253677	0.9443719	4.189626e+03	248.361777	2	4
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	743	0.9147185	1990.0821984	162.448229	4.1451190	2000-2009 –> 2010-2019	1.8724418	0.9577233	4.268554e+03	257.705557	3	6
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	743	0.9713318	2079.3191516	52.122405	4.0853859	2000-2009 –> 2010-2019	1.9778867	1.0065549	4.439646e+03	93.348899	4	8
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	743	0.9958457	2116.3565608	195.337160	8.3624635	2000-2009 –> 2010-2019	2.0047342	1.0088884	4.480495e+03	283.758856	5	10
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	743	1.0494851	2194.3160050	145.803953	8.2540349	2000-2009 –> 2010-2019	2.0966180	1.0471329	4.619697e+03	232.632280	6	12
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	743	1.0631688	2213.5659237	38.547844	7.9723251	2000-2009 –> 2010-2019	2.2154968	1.1523280	4.796516e+03	76.614299	7	14
N_Pacific	(26.75,27]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	743	1.0807625	2235.9555978	6.927412	9.0438479	2000-2009 –> 2010-2019	2.2339311	1.1531685	4.818105e+03	16.084365	10	18
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	743	1.0737661	2228.3045615	97.858398	9.1293898	2000-2009 –> 2010-2019	2.3657474	1.2919813	4.999545e+03	179.312023	8	17
N_Pacific	(26.75,27]	4	cstar_tref ~ sal + aou + nitrate + phosphate	743	1.0755734	2228.8035304	28.150080	9.5075132	2000-2009 –> 2010-2019	2.4007013	1.3251280	5.039740e+03	60.134264	9	19
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1230	0.6424194	2416.0046686	152.059454	2.7960941	1982-1999 –> 2000-2009	1.2704758	0.6280564	4.278495e+03	335.594359	2	5
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1230	0.6200541	2328.8353230	216.585780	3.7273627	1982-1999 –> 2000-2009	1.2797235	0.6596694	4.286498e+03	506.205200	1	8
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1230	0.6537993	2459.2000045	200.407489	2.6142980	1982-1999 –> 2000-2009	1.2823184	0.6285190	4.323117e+03	487.919325	3	7
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1230	0.7092298	2659.3925023	126.523118	3.2780463	1982-1999 –> 2000-2009	1.3364315	0.6272017	4.519243e+03	286.564931	7	8
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1230	0.7122377	2669.8035903	66.437774	3.1082172	1982-1999 –> 2000-2009	1.3397748	0.6275371	4.530690e+03	180.286049	8	10
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1230	0.7165508	2682.6558353	53.458396	3.0575175	1982-1999 –> 2000-2009	1.3453648	0.6288139	4.545482e+03	137.717159	9	14
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1230	0.7177745	2686.8533096	21.649050	3.0502005	1982-1999 –> 2000-2009	1.3478458	0.6300713	4.553551e+03	61.752022	10	16
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1230	0.7034956	2639.4223814	76.221635	4.5759303	1982-1999 –> 2000-2009	1.3645554	0.6610598	4.601166e+03	196.056873	6	14
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1230	0.6938286	2605.3842956	111.561016	2.4584935	1982-1999 –> 2000-2009	1.3700973	0.6762686	4.611210e+03	261.372322	5	15
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1230	0.7219914	2701.2632088	32.808268	4.2763521	1982-1999 –> 2000-2009	1.3833822	0.6613908	4.661977e+03	91.224893	11	20
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	987	0.5389672	1594.8539944	838.421841	2.5429844	2000-2009 –> 2010-2019	1.1590212	0.6200541	3.923689e+03	1055.007621	1	2
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	987	0.5856473	1758.8204575	510.663605	2.6262307	2000-2009 –> 2010-2019	1.2280667	0.6424194	4.174825e+03	662.723059	5	7
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	987	0.5905243	1775.1909341	795.575876	2.8728856	2000-2009 –> 2010-2019	1.2443236	0.6537993	4.234391e+03	995.983365	6	9
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	987	0.5688603	1701.4109203	150.145548	2.7843452	2000-2009 –> 2010-2019	1.2626889	0.6938286	4.306795e+03	261.706564	2	7
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	987	0.5743549	1720.3862065	158.765053	3.4170858	2000-2009 –> 2010-2019	1.2778505	0.7034956	4.359809e+03	234.986688	3	9
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	987	0.6281611	1897.1563330	50.040385	4.0690915	2000-2009 –> 2010-2019	1.2932923	0.6651312	4.398629e+03	86.722883	14	18
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	987	0.5748854	1720.2085700	28.585727	3.4594835	2000-2009 –> 2010-2019	1.2968767	0.7219914	4.421472e+03	61.393996	4	15
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	987	0.5963409	1794.5397262	146.890134	3.4227996	2000-2009 –> 2010-2019	1.3085786	0.7122377	4.464343e+03	213.327909	8	16
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	987	0.6000528	1806.7884399	224.970308	3.3759063	2000-2009 –> 2010-2019	1.3092825	0.7092298	4.466181e+03	351.493426	10	17
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	987	0.5987476	1800.4903411	21.667735	3.3307920	2000-2009 –> 2010-2019	1.3165222	0.7177745	4.487344e+03	43.316786	9	19
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1415	0.2643707	264.5554212	128.526772	0.9592990	1982-1999 –> 2000-2009	0.5468235	0.2824528	6.040331e+02	219.222730	3	5
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1415	0.2782792	409.6575351	38.639660	1.0148202	1982-1999 –> 2000-2009	0.5589046	0.2806253	7.354780e+02	66.914726	4	5
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1415	0.2481147	84.9601950	38.730903	1.0422401	1982-1999 –> 2000-2009	0.5666845	0.3185699	6.776130e+02	67.123254	1	5
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1415	0.3134683	746.6349936	38.910210	1.2716578	1982-1999 –> 2000-2009	0.6113430	0.2978747	1.197964e+03	70.670844	10	13
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1415	0.3531352	1083.8372708	474.273930	1.8724228	1982-1999 –> 2000-2009	0.7131885	0.3600533	1.934041e+03	686.124928	11	16
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1415	0.3572340	1116.4952311	540.000272	1.8569135	1982-1999 –> 2000-2009	0.7186786	0.3614446	1.974814e+03	783.143197	12	18
N_Pacific	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1415	0.3635876	1164.3858389	2.411955	1.2325025	1982-1999 –> 2000-2009	0.7277710	0.3641834	2.036587e+03	5.242002	15	22
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1415	0.2869370	496.3622856	55.846432	2.6377180	1982-1999 –> 2000-2009	0.7500677	0.4631307	1.876263e+03	96.977194	5	20
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1415	0.2872650	499.5947641	176.936135	2.6245305	1982-1999 –> 2000-2009	0.7512657	0.4640007	1.883445e+03	293.250801	6	23
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1415	0.2886941	513.6395134	66.784937	2.7572563	1982-1999 –> 2000-2009	0.7589168	0.4702226	1.925515e+03	117.318263	7	26
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1246	0.1884897	-608.4355789	33.852201	0.7620820	2000-2009 –> 2010-2019	0.4366043	0.2481147	-5.234754e+02	72.583104	1	2
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1246	0.2098923	-340.4174187	32.651781	3.4404282	2000-2009 –> 2010-2019	0.4705787	0.2606864	-1.155783e+02	71.392517	2	4
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1246	0.2121311	-313.9777865	126.627633	0.7814393	2000-2009 –> 2010-2019	0.4765018	0.2643707	-4.942237e+01	255.154405	3	6
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1246	0.2260847	-155.2238029	33.714089	0.9350302	2000-2009 –> 2010-2019	0.5043640	0.2782792	2.544337e+02	72.353749	4	8
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1246	0.2689749	277.6566357	190.690578	5.2879811	2000-2009 –> 2010-2019	0.5562398	0.2872650	7.772514e+02	367.626713	7	13
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1246	0.2700813	287.8868691	60.590249	5.3438947	2000-2009 –> 2010-2019	0.5570184	0.2869370	7.842492e+02	116.436680	8	13
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1246	0.2774231	354.7238692	65.533411	5.5955055	2000-2009 –> 2010-2019	0.5661173	0.2886941	8.683634e+02	132.318348	9	16
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1246	0.2540275	135.1752146	33.013817	1.6801353	2000-2009 –> 2010-2019	0.5674958	0.3134683	8.818102e+02	71.924027	5	15
N_Pacific	(27.25,27.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1246	0.2674296	263.2991133	575.166142	4.8698881	2000-2009 –> 2010-2019	0.5679034	0.3004737	8.901173e+02	939.506658	6	14
N_Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	1246	0.3685527	1060.5510012	5.522051	5.0595965	2000-2009 –> 2010-2019	0.6752951	0.3067424	1.743803e+03	8.017801	15	24
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1395	0.1652125	-1050.6195739	121.480036	1.1928065	1982-1999 –> 2000-2009	0.3959465	0.2307340	-1.128774e+03	189.948130	2	3
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1395	0.1561313	-1208.3529362	31.416830	1.2609729	1982-1999 –> 2000-2009	0.3974211	0.2412898	-1.199814e+03	49.680948	1	4
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1395	0.1797902	-814.7032027	32.080855	1.3000937	1982-1999 –> 2000-2009	0.4445057	0.2647156	-6.265950e+02	52.270793	3	7
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1395	0.2415895	9.6003671	28.370135	2.6642573	1982-1999 –> 2000-2009	0.4805893	0.2389998	-3.417389e-01	45.348136	4	6
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	1395	0.2429883	23.7082913	11.592167	0.9794206	1982-1999 –> 2000-2009	0.5316609	0.2886726	3.777193e+02	15.232031	5	10
N_Pacific	(27.5,27.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1395	0.3829563	1294.9007666	550.788672	4.0771106	1982-1999 –> 2000-2009	0.7399051	0.3569488	2.062348e+03	792.648176	6	12
N_Pacific	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1395	0.3881264	1332.3148357	32.009018	4.0429093	1982-1999 –> 2000-2009	0.7581172	0.3699908	2.169309e+03	51.894282	7	18
N_Pacific	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1395	0.3897122	1343.6907463	35.928013	4.0740887	1982-1999 –> 2000-2009	0.7622310	0.3725188	2.193881e+03	55.768904	8	20
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1395	0.4139708	1512.1702262	82.608562	2.1436062	1982-1999 –> 2000-2009	0.7771125	0.3631418	2.312953e+03	168.538722	10	17
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1395	0.4177102	1535.2594158	7.392726	2.8762525	1982-1999 –> 2000-2009	0.7828645	0.3651543	2.344753e+03	9.498717	11	19
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1355	0.1615089	-1081.5352471	30.342621	0.6798807	2000-2009 –> 2010-2019	0.3176402	0.1561313	-2.289888e+03	61.759450	2	3
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1355	0.1598102	-1110.1883192	113.713566	0.6836565	2000-2009 –> 2010-2019	0.3250228	0.1652125	-2.160808e+03	235.193602	1	3
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1355	0.1694140	-952.0366261	36.898634	0.7760516	2000-2009 –> 2010-2019	0.3492042	0.1797902	-1.766740e+03	68.979489	4	7
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1355	0.1643256	-1034.6798750	31.744783	0.9539792	2000-2009 –> 2010-2019	0.4059151	0.2415895	-1.025080e+03	60.114918	3	7
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	1355	0.2912202	514.0624587	23.241462	0.8345918	2000-2009 –> 2010-2019	0.5342085	0.2429883	5.377707e+02	34.833629	10	15
N_Pacific	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1355	0.2168562	-282.9682175	55.839214	1.8238177	2000-2009 –> 2010-2019	0.6049826	0.3881264	1.049347e+03	87.848232	6	12
N_Pacific	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1355	0.2168944	-282.4904217	90.394855	1.8260942	2000-2009 –> 2010-2019	0.6066066	0.3897122	1.061200e+03	126.322868	7	14
N_Pacific	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1355	0.2225016	-213.3209553	57.535928	1.8869487	2000-2009 –> 2010-2019	0.6230353	0.4005337	1.206786e+03	89.489409	9	17
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1355	0.2158658	-295.3734187	43.250497	1.8488922	2000-2009 –> 2010-2019	0.6502591	0.4343933	1.351150e+03	74.555509	5	20
N_Pacific	(27.5,27.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	1355	0.2170817	-282.1512287	28.853230	1.8444167	2000-2009 –> 2010-2019	0.6523024	0.4352207	1.367680e+03	51.146673	8	24
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	441	0.0559176	-1278.0755294	154.372494	0.1984669	1982-1999 –> 2000-2009	0.1143201	0.0584026	-2.324483e+03	353.869387	1	2
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	441	0.0575298	-1253.0050335	358.990897	0.1994803	1982-1999 –> 2000-2009	0.1162962	0.0587664	-2.294779e+03	788.215928	2	4
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	441	0.0580756	-1244.6764255	123.107095	0.1996575	1982-1999 –> 2000-2009	0.1170801	0.0590045	-2.283434e+03	281.040074	3	6
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	441	0.0595021	-1223.2737670	77.760667	0.2243980	1982-1999 –> 2000-2009	0.1303480	0.0708459	-2.125593e+03	157.693560	4	9
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	441	0.0602613	-1212.0917131	460.497457	0.2212035	1982-1999 –> 2000-2009	0.1313269	0.0710656	-2.112101e+03	1036.814471	5	11
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	441	0.0602841	-1211.7586493	54.419102	0.2212176	1982-1999 –> 2000-2009	0.1313823	0.0710982	-2.111425e+03	109.028202	6	13
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	441	0.0604993	-1208.6154395	33.614532	0.2242108	1982-1999 –> 2000-2009	0.1391628	0.0786636	-2.032848e+03	96.646208	7	20
N_Pacific	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	441	0.0609082	-1204.6734830	4.803749	0.2268057	1982-1999 –> 2000-2009	0.1396324	0.0787242	-2.030332e+03	7.606925	8	22
N_Pacific	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	441	0.0707526	-1072.5308451	18.005824	0.2250729	1982-1999 –> 2000-2009	0.1437118	0.0729592	-1.954923e+03	29.854065	9	17
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	441	0.0753029	-1015.5573409	17.780886	0.3581871	1982-1999 –> 2000-2009	0.1443298	0.0690270	-1.937280e+03	37.993757	12	16
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	399	0.0579798	-1126.1201560	199.938729	0.2541035	2000-2009 –> 2010-2019	0.1138974	0.0559176	-2.404196e+03	354.311223	1	2
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	399	0.0585291	-1118.5951024	512.814511	0.2463801	2000-2009 –> 2010-2019	0.1160589	0.0575298	-2.371600e+03	871.805408	2	4
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	399	0.0587374	-1115.7608734	160.335651	0.2446847	2000-2009 –> 2010-2019	0.1168130	0.0580756	-2.360437e+03	283.442746	3	6
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	399	0.0649533	-1035.4884607	41.860756	0.3075625	2000-2009 –> 2010-2019	0.1254526	0.0604993	-2.244104e+03	75.475288	4	11
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	399	0.0724902	-947.8814896	98.950357	0.3422137	2000-2009 –> 2010-2019	0.1319923	0.0595021	-2.171155e+03	176.711024	6	10
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	399	0.0726357	-946.2812594	517.769346	0.3353521	2000-2009 –> 2010-2019	0.1328970	0.0602613	-2.158373e+03	978.266803	8	13
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	399	0.0726225	-946.4267387	68.175516	0.3357729	2000-2009 –> 2010-2019	0.1329065	0.0602841	-2.158185e+03	122.594618	7	13
N_Pacific	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	399	0.0764170	-907.7837420	5.654813	0.3230442	2000-2009 –> 2010-2019	0.1373253	0.0609082	-2.112457e+03	10.458562	9	17
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	399	0.0659030	-1023.9047509	16.471400	0.2382848	2000-2009 –> 2010-2019	0.1412059	0.0753029	-2.039462e+03	34.252285	5	17
N_Pacific	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	399	0.0772065	-899.5815535	13.582045	0.3716069	2000-2009 –> 2010-2019	0.1598053	0.0825988	-1.835574e+03	21.185862	10	23
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	600	0.1322917	-710.5688817	217.485658	0.7177893	1982-1999 –> 2000-2009	0.2549824	0.1226907	-1.277922e+03	551.676638	1	2
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	600	0.1330402	-703.7984372	10.768029	0.6800869	1982-1999 –> 2000-2009	0.2568012	0.1237610	-1.263716e+03	42.134811	2	4
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	600	0.1333785	-700.7510208	73.654043	0.6773061	1982-1999 –> 2000-2009	0.2574277	0.1240492	-1.258678e+03	186.565910	3	6
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	600	0.1340415	-694.8009796	9.860004	0.6732928	1982-1999 –> 2000-2009	0.2586772	0.1246357	-1.248690e+03	39.036385	4	9
N_Pacific	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	600	0.1347470	-690.5013105	35.292717	0.6742182	1982-1999 –> 2000-2009	0.2589126	0.1241656	-1.249625e+03	57.448757	5	9
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	600	0.1614588	-471.4803198	19.441869	0.6775482	1982-1999 –> 2000-2009	0.2936220	0.1321633	-9.751709e+02	43.875172	6	12
N_Pacific	(27.85,27.95]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	600	0.1634636	-458.6715866	5.178288	0.6218506	1982-1999 –> 2000-2009	0.2964823	0.1330187	-9.588396e+02	8.028408	7	14
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	600	0.1959181	-239.3442965	22.409938	1.3067517	1982-1999 –> 2000-2009	0.3453590	0.1494409	-6.378641e+02	50.141180	9	17
N_Pacific	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	600	0.1964097	-238.3368592	5.265786	1.3071702	1982-1999 –> 2000-2009	0.3484176	0.1520079	-6.242777e+02	8.898492	11	20
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	600	0.1922877	-261.7890682	13.179954	0.6234698	1982-1999 –> 2000-2009	0.3577565	0.1654689	-5.730979e+02	39.823694	8	18
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	531	0.0696099	-1309.1569405	252.028516	0.4856390	2000-2009 –> 2010-2019	0.2026501	0.1330402	-2.012955e+03	262.796545	1	3
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	531	0.0703650	-1297.6978391	695.484032	0.4504477	2000-2009 –> 2010-2019	0.2037435	0.1333785	-1.998449e+03	769.138074	2	5
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	531	0.0710361	-1287.6175015	193.708011	0.4296850	2000-2009 –> 2010-2019	0.2050776	0.1340415	-1.982418e+03	203.568016	4	8
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	531	0.0842067	-1106.9854150	258.824064	0.3453677	2000-2009 –> 2010-2019	0.2164984	0.1322917	-1.817554e+03	476.309722	6	7
N_Pacific	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	531	0.0847480	-1102.1809381	38.024843	0.3502429	2000-2009 –> 2010-2019	0.2194950	0.1347470	-1.792682e+03	73.317561	7	12
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	531	0.0951385	-977.3592191	19.337366	0.3998003	2000-2009 –> 2010-2019	0.2565972	0.1614588	-1.448840e+03	38.779235	8	14
N_Pacific	(27.85,27.95]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	531	0.1001565	-924.7716390	9.904895	0.4307324	2000-2009 –> 2010-2019	0.2636201	0.1634636	-1.383443e+03	15.083183	12	19
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	531	0.0708281	-1290.7310676	22.424472	0.3822292	2000-2009 –> 2010-2019	0.2667462	0.1959181	-1.530075e+03	44.834410	3	12
N_Pacific	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	531	0.0714939	-1282.7947474	10.461724	0.3668409	2000-2009 –> 2010-2019	0.2679036	0.1964097	-1.521132e+03	15.727511	5	16
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	531	0.1179639	-748.9815881	25.876862	0.4807287	2000-2009 –> 2010-2019	0.3102515	0.1922877	-1.010771e+03	39.056815	18	26
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	553	0.1236687	-728.3586103	311.302860	0.6634730	1982-1999 –> 2000-2009	0.2374934	0.1138247	-1.154787e+03	558.135110	2	3
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	553	0.1146071	-812.5214626	21.500089	0.8476530	1982-1999 –> 2000-2009	0.2408199	0.1262128	-1.178616e+03	42.188912	1	3
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	553	0.1440200	-559.8641974	16.975313	0.5770087	1982-1999 –> 2000-2009	0.2775676	0.1335476	-8.929699e+02	29.850388	7	10
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	553	0.1519746	-500.4044917	185.187356	1.5563855	1982-1999 –> 2000-2009	0.2971710	0.1451964	-7.846705e+02	252.797386	8	12
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + silicate	553	0.1747523	-347.9447814	11.302507	1.1031259	1982-1999 –> 2000-2009	0.3236302	0.1488780	-6.195876e+02	21.306255	14	19
N_Pacific	(27.95,28.05]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	553	0.1601578	-442.3986079	175.606696	0.8679384	1982-1999 –> 2000-2009	0.3504026	0.1902447	-5.688538e+02	230.860715	10	16
N_Pacific	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	553	0.1628341	-424.0700148	481.314691	0.8373218	1982-1999 –> 2000-2009	0.3555002	0.1926661	-5.431392e+02	637.984051	11	18
N_Pacific	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	553	0.1662579	-401.0561847	208.652972	0.8417815	1982-1999 –> 2000-2009	0.3630706	0.1968127	-5.076897e+02	272.557034	12	20
N_Pacific	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	553	0.1665774	-400.9325402	14.813677	0.7677088	1982-1999 –> 2000-2009	0.3692749	0.2026975	-4.923601e+02	31.894564	13	23
N_Pacific	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	553	0.1753267	-344.3150941	41.339427	0.6875609	1982-1999 –> 2000-2009	0.3753417	0.2000149	-4.435231e+02	93.605522	15	24
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	600	0.0654029	-1555.9003714	43.580883	0.3407029	2000-2009 –> 2010-2019	0.1800100	0.1146071	-2.368422e+03	65.080973	1	2
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	600	0.0770464	-1359.2901321	294.057685	0.4051430	2000-2009 –> 2010-2019	0.2007152	0.1236687	-2.087649e+03	605.360545	2	4
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	600	0.0846115	-1246.8952774	57.383122	0.6950849	2000-2009 –> 2010-2019	0.2136717	0.1290602	-1.928058e+03	81.588285	4	7
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	600	0.0846927	-1245.7449494	223.076323	0.6960145	2000-2009 –> 2010-2019	0.2142673	0.1295746	-1.922508e+03	455.523770	5	9
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	600	0.0847157	-1245.4191051	69.646601	0.6962978	2000-2009 –> 2010-2019	0.2144084	0.1296927	-1.921175e+03	98.404418	6	11
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	600	0.0892366	-1183.0306398	28.691811	0.4432173	2000-2009 –> 2010-2019	0.2332566	0.1440200	-1.742895e+03	45.667125	10	16
N_Pacific	(27.95,28.05]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	600	0.0842689	-1251.7640727	240.761929	0.3702132	2000-2009 –> 2010-2019	0.2444268	0.1601578	-1.694163e+03	416.368625	3	12
N_Pacific	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	600	0.0857656	-1230.6382432	796.669886	0.3674325	2000-2009 –> 2010-2019	0.2485997	0.1628341	-1.654708e+03	1277.984577	7	17
N_Pacific	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	600	0.0881804	-1197.3178974	272.358387	0.3721450	2000-2009 –> 2010-2019	0.2544383	0.1662579	-1.598374e+03	481.011359	8	19
N_Pacific	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	600	0.0912028	-1158.8771334	31.910135	0.4581301	2000-2009 –> 2010-2019	0.2577802	0.1665774	-1.559810e+03	46.723812	11	23
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	441	0.0834467	-924.9848872	50.097628	0.5328988	1982-1999 –> 2000-2009	0.1614785	0.0780318	-1.481362e+03	99.737565	1	8
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	441	0.1509534	-402.1676966	138.596548	1.0501131	1982-1999 –> 2000-2009	0.2085891	0.0576357	-1.111244e+03	308.536305	2	8
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	441	0.1708810	-292.8030726	60.248854	0.4649856	1982-1999 –> 2000-2009	0.2664665	0.0955855	-7.469162e+02	619.910149	3	11
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	441	0.2624142	85.5368709	29.483286	1.3143016	1982-1999 –> 2000-2009	0.3078310	0.0454168	-7.436227e+02	65.797341	13	14
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	441	0.2624161	85.5431669	165.634746	1.3093031	1982-1999 –> 2000-2009	0.3079382	0.0455221	-7.424488e+02	333.842285	15	17
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	441	0.2624186	85.5513916	32.463326	1.3052095	1982-1999 –> 2000-2009	0.3079688	0.0455502	-7.421291e+02	70.639349	16	19
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	441	0.2624159	85.5425600	266.748478	1.3096548	1982-1999 –> 2000-2009	0.3080539	0.0456380	-7.411677e+02	1190.410531	14	18
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	441	0.2741669	124.1797626	81.348158	2.4040807	1982-1999 –> 2000-2009	0.3226018	0.0484349	-6.725530e+02	164.111348	19	24
N_Pacific	(28.05,28.1]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	441	0.1782003	-255.8112889	69.117873	0.5880546	1982-1999 –> 2000-2009	0.3279652	0.1497649	-4.836055e+02	373.276679	4	17
N_Pacific	(28.05,28.1]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	441	0.1793782	-252.0003609	46.992239	0.5872209	1982-1999 –> 2000-2009	0.3311680	0.1517898	-4.750257e+02	89.127120	5	19
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	430	0.0566900	-1234.0486184	147.503528	0.4755469	2000-2009 –> 2010-2019	0.1401367	0.0834467	-2.159034e+03	197.601156	6	7
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	430	0.0491100	-1357.4889689	617.316530	0.4089285	2000-2009 –> 2010-2019	0.2000634	0.1509534	-1.759657e+03	755.913078	2	4
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	430	0.0668290	-1092.5439012	720.925318	0.3364064	2000-2009 –> 2010-2019	0.2377101	0.1708810	-1.385347e+03	781.174172	7	10
N_Pacific	(28.05,28.1]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	430	0.1098371	-665.2436291	626.303831	0.5052082	2000-2009 –> 2010-2019	0.2880374	0.1782003	-9.210549e+02	695.421703	11	15
N_Pacific	(28.05,28.1]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	430	0.1169657	-613.1650075	120.220447	0.3838034	2000-2009 –> 2010-2019	0.2963439	0.1793782	-8.651654e+02	167.212686	14	19
N_Pacific	(28.05,28.1]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	430	0.1138727	-634.2122995	679.357471	0.5244285	2000-2009 –> 2010-2019	0.2987251	0.1848523	-8.576991e+02	754.692409	13	19
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	430	0.0816593	-920.1849036	274.004036	0.6129116	2000-2009 –> 2010-2019	0.3060631	0.2244039	-9.726607e+02	348.223729	9	17
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	430	0.0503601	-1335.8711469	405.850570	0.3315160	2000-2009 –> 2010-2019	0.3127762	0.2624161	-1.250328e+03	571.485316	4	17
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	430	0.0503593	-1335.8845690	262.685502	0.3313594	2000-2009 –> 2010-2019	0.3127779	0.2624186	-1.250333e+03	295.148828	3	17
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	430	0.0503667	-1335.7585297	235.171221	0.3322073	2000-2009 –> 2010-2019	0.3127809	0.2624142	-1.250222e+03	264.654507	5	17
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	841	0.0665792	-2156.4935071	442.571702	0.3877848	1982-1999 –> 2000-2009	0.1314062	0.0648270	-3.451686e+03	942.007435	1	2
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	841	0.0836322	-1772.9365584	519.885921	0.6687957	1982-1999 –> 2000-2009	0.1490459	0.0654137	-3.059174e+03	1110.108239	2	4
N_Pacific	(28.1,28.2]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	841	0.0900755	-1648.0986986	126.249300	0.4189305	1982-1999 –> 2000-2009	0.1779373	0.0878617	-2.641073e+03	351.853117	3	7
N_Pacific	(28.1,28.2]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	841	0.0901695	-1648.3445307	71.556708	0.4225254	1982-1999 –> 2000-2009	0.1783360	0.0881665	-2.639877e+03	157.245515	4	9
N_Pacific	(28.1,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	841	0.0909923	-1631.0666435	499.905775	0.4239205	1982-1999 –> 2000-2009	0.1797702	0.0887779	-2.613729e+03	1349.697080	5	11
N_Pacific	(28.1,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	841	0.0920799	-1611.0807942	132.334972	0.4314712	1982-1999 –> 2000-2009	0.1819781	0.0898981	-2.581279e+03	360.579187	6	13
N_Pacific	(28.1,28.2]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	841	0.1075446	-1351.9521825	419.347955	0.5466089	1982-1999 –> 2000-2009	0.2077911	0.1002465	-2.215849e+03	853.457354	7	15
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	841	0.1256606	-1088.0999755	630.310585	1.1922110	1982-1999 –> 2000-2009	0.2124043	0.0867437	-2.093804e+03	1401.142265	8	11
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	841	0.1319137	-1006.4169338	33.996946	0.8278295	1982-1999 –> 2000-2009	0.2428529	0.1109392	-1.767572e+03	99.146702	9	18
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	841	0.1321521	-1003.3798174	467.414563	0.8312146	1982-1999 –> 2000-2009	0.2432787	0.1111265	-1.762858e+03	1162.798006	10	20
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	880	0.0607241	-2419.1569487	845.314799	0.3270880	2000-2009 –> 2010-2019	0.1273034	0.0665792	-4.575650e+03	1287.886501	1	2
N_Pacific	(28.1,28.2]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	880	0.0874874	-1776.4857743	532.528124	0.4366377	2000-2009 –> 2010-2019	0.1775630	0.0900755	-3.424584e+03	658.777425	7	9
N_Pacific	(28.1,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	880	0.0892805	-1740.7789393	556.634573	0.4470467	2000-2009 –> 2010-2019	0.1813604	0.0920799	-3.351860e+03	688.969545	8	12
N_Pacific	(28.1,28.2]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	880	0.0912768	-1703.8592942	480.166590	0.5393121	2000-2009 –> 2010-2019	0.1814463	0.0901695	-3.352204e+03	551.723298	10	13
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	880	0.0698690	-2172.2614480	730.210886	0.5520789	2000-2009 –> 2010-2019	0.2017827	0.1319137	-3.178678e+03	764.207832	3	8
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	880	0.0698501	-2172.7376642	785.325485	0.5497559	2000-2009 –> 2010-2019	0.2022336	0.1323834	-3.173176e+03	820.779175	2	8
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	880	0.0816008	-1899.0814904	981.800192	0.3928367	2000-2009 –> 2010-2019	0.2287208	0.1471201	-2.721990e+03	1376.322491	6	14
N_Pacific	(28.1,28.2]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	880	0.0897896	-1732.7718467	529.685907	0.3764607	2000-2009 –> 2010-2019	0.2370262	0.1472366	-2.556349e+03	640.655623	9	18
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	880	0.0764162	-2016.6140290	707.741679	0.4616292	2000-2009 –> 2010-2019	0.2382426	0.1618263	-2.681271e+03	742.351328	4	15
N_Pacific	(28.1,28.2]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	880	0.1081204	-1405.8061037	540.383131	0.7263849	2000-2009 –> 2010-2019	0.2453900	0.1372697	-2.347281e+03	634.343992	12	19
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3045	0.0985422	-5456.8432162	192.849177	0.4819887	1982-1999 –> 2000-2009	0.2019204	0.1033783	-7.805315e+03	428.364317	1	2
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3045	0.0988688	-5436.6910945	188.705152	0.4835811	1982-1999 –> 2000-2009	0.2026328	0.1037640	-7.774817e+03	420.266593	2	4
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	3045	0.1007940	-5321.2464728	152.136374	0.4476287	1982-1999 –> 2000-2009	0.2060231	0.1052291	-7.622422e+03	339.567366	3	6
N_Pacific	(28.2,28.3]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	3045	0.1549451	-2700.5930641	936.360758	0.5196625	1982-1999 –> 2000-2009	0.2981873	0.1432422	-4.143043e+03	1889.147844	6	10
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate	3045	0.1371375	-3446.1023155	129.067047	0.7382675	1982-1999 –> 2000-2009	0.3001282	0.1629907	-4.531756e+03	323.293484	4	12
N_Pacific	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	3045	0.1564751	-2640.7518488	895.388436	0.5265820	1982-1999 –> 2000-2009	0.3012233	0.1447482	-4.054147e+03	1810.556643	7	12
N_Pacific	(28.2,28.3]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	3045	0.1570518	-2620.3483188	501.918156	0.5264622	1982-1999 –> 2000-2009	0.3032212	0.1461694	-4.008600e+03	1105.645046	8	14
N_Pacific	(28.2,28.3]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	3045	0.1599584	-2508.6708681	325.028429	0.6128959	1982-1999 –> 2000-2009	0.3158672	0.1559088	-3.717728e+03	667.205855	9	16
N_Pacific	(28.2,28.3]	3	cstar_tref ~ sal + nitrate + phosphate	3045	0.1520147	-2820.8744887	111.611351	0.7002134	1982-1999 –> 2000-2009	0.3340382	0.1820235	-3.601718e+03	279.916060	5	15
N_Pacific	(28.2,28.3]	3	cstar_tref ~ nitrate + silicate + phosphate	3045	0.1682441	-2203.1118712	227.000643	0.6728704	1982-1999 –> 2000-2009	0.3382902	0.1700461	-3.173043e+03	511.954556	10	19
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	4063	0.0796213	-9018.3339200	760.562271	0.3640696	2000-2009 –> 2010-2019	0.1781635	0.0985422	-1.447518e+04	953.411448	1	2
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	4063	0.0799397	-8985.9029096	754.624526	0.3662980	2000-2009 –> 2010-2019	0.1788085	0.0988688	-1.442259e+04	943.329678	2	4
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	4063	0.0832630	-8656.9229165	643.416445	0.3394500	2000-2009 –> 2010-2019	0.1840569	0.1007940	-1.397817e+04	795.552819	3	6
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate	4063	0.1251114	-5348.0120013	760.483015	0.7395345	2000-2009 –> 2010-2019	0.2622488	0.1371375	-8.794114e+03	889.550062	5	9
N_Pacific	(28.2,28.3]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	4063	0.1242752	-5402.5043553	572.226967	0.6371225	2000-2009 –> 2010-2019	0.2813270	0.1570518	-8.022853e+03	1074.145123	4	10
N_Pacific	(28.2,28.3]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	4063	0.1263895	-5265.4143855	733.337231	0.7600785	2000-2009 –> 2010-2019	0.2863479	0.1599584	-7.774085e+03	1058.365661	6	13
N_Pacific	(28.2,28.3]	3	cstar_tref ~ sal + nitrate + phosphate	4063	0.1380179	-4552.2050188	632.154716	0.6495785	2000-2009 –> 2010-2019	0.2900326	0.1520147	-7.373080e+03	743.766067	7	12
N_Pacific	(28.2,28.3]	3	cstar_tref ~ nitrate + silicate + phosphate	4063	0.1454408	-4126.5219226	453.950906	0.7930814	2000-2009 –> 2010-2019	0.3136849	0.1682441	-6.329634e+03	680.951548	8	16
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	4063	0.1872898	-2067.5547487	12.415043	1.8139224	2000-2009 –> 2010-2019	0.4512361	0.2639464	-1.524155e+03	19.961455	10	19
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + temp + aou + nitrate	4063	0.1769922	-2529.0913124	558.830209	0.6269570	2000-2009 –> 2010-2019	0.4664278	0.2894356	-1.426274e+03	727.185952	9	21
N_Pacific	(28.3, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	19	0.0051293	-134.4462870	290.771673	0.0100820	1982-1999 –> 2000-2009	0.0095209	0.0043916	-2.266836e+02	419.098167	1	3
N_Pacific	(28.3, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate	19	0.0051561	-134.2480072	318.299156	0.0100646	1982-1999 –> 2000-2009	0.0095966	0.0044404	-2.261976e+02	537.143557	2	5
N_Pacific	(28.3, Inf]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	19	0.0051767	-134.0964617	183.810002	0.0100584	1982-1999 –> 2000-2009	0.0096460	0.0044693	-2.258779e+02	342.033321	4	8
N_Pacific	(28.3, Inf]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	19	0.0051760	-134.1015146	163.707255	0.0100541	1982-1999 –> 2000-2009	0.0096466	0.0044706	-2.258753e+02	291.263019	3	8
N_Pacific	(28.3, Inf]	3	cstar_tref ~ nitrate + phosphate + phosphate_star	19	0.0053287	-134.9970873	110.001315	0.0121260	1982-1999 –> 2000-2009	0.0103468	0.0050181	-2.257668e+02	217.668538	5	14
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	19	0.0074084	-120.4754688	532.445568	0.0161903	1982-1999 –> 2000-2009	0.0117772	0.0043688	-2.128480e+02	655.519363	9	10
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + aou + nitrate + phosphate	19	0.0065763	-125.0029006	183.754419	0.0152786	1982-1999 –> 2000-2009	0.0141631	0.0075868	-2.030255e+02	268.771600	7	17
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate	19	0.0065059	-125.4120017	189.334688	0.0148211	1982-1999 –> 2000-2009	0.0143488	0.0078428	-2.025716e+02	266.324000	6	17
N_Pacific	(28.3, Inf]	3	cstar_tref ~ sal + nitrate + phosphate	19	0.0066611	-126.5162334	137.652605	0.0155900	1982-1999 –> 2000-2009	0.0153938	0.0087327	-2.028815e+02	206.133496	8	20
N_Pacific	(28.3, Inf]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	19	0.0158633	-91.5427270	866.617275	0.0310279	1982-1999 –> 2000-2009	0.0207463	0.0048830	-1.810221e+02	1205.361664	10	17
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate	18	0.0025078	-152.4994886	414.921595	0.0058047	2000-2009 –> 2010-2019	0.0090137	0.0065059	-2.779115e+02	604.256283	2	3
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + aou + nitrate + phosphate	18	0.0025008	-152.5994777	436.353166	0.0057386	2000-2009 –> 2010-2019	0.0090771	0.0065763	-2.776024e+02	620.107585	1	3
N_Pacific	(28.3, Inf]	3	cstar_tref ~ sal + nitrate + phosphate	18	0.0025536	-153.8471354	372.521620	0.0059565	2000-2009 –> 2010-2019	0.0092147	0.0066611	-2.803634e+02	510.174225	3	6
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	18	0.0070927	-115.0712715	706.597412	0.0131018	2000-2009 –> 2010-2019	0.0145011	0.0074084	-2.355467e+02	1239.042979	7	11
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + temp + nitrate + silicate	18	0.0160802	-85.6043049	373.552710	0.0359561	2000-2009 –> 2010-2019	0.0326634	0.0165832	-1.754605e+02	554.588125	9	15
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + aou + nitrate + silicate	18	0.0170302	-83.5378509	397.070009	0.0383366	2000-2009 –> 2010-2019	0.0335081	0.0164780	-1.736360e+02	580.038286	10	15
N_Pacific	(28.3, Inf]	3	cstar_tref ~ sal + nitrate + silicate	18	0.0186600	-82.2476705	358.132775	0.0388589	2000-2009 –> 2010-2019	0.0352809	0.0166210	-1.740175e+02	486.660906	13	20
N_Pacific	(28.3, Inf]	3	cstar_tref ~ aou + nitrate + silicate	18	0.0184700	-82.6160311	171.812816	0.0355838	2000-2009 –> 2010-2019	0.0355831	0.0171130	-1.732771e+02	274.234059	12	20
N_Pacific	(28.3, Inf]	3	cstar_tref ~ temp + nitrate + silicate	18	0.0174714	-84.6170575	114.852438	0.0366804	2000-2009 –> 2010-2019	0.0359565	0.0184851	-1.723473e+02	152.807050	11	20
N_Pacific	(28.3, Inf]	3	cstar_tref ~ aou + nitrate + phosphate	18	0.0026880	-152.0002198	190.822864	0.0064261	2000-2009 –> 2010-2019	0.0368503	0.0341622	-2.163926e+02	300.968963	4	16
Pacific	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	2789	4.8858407	16777.4513070	127.011368	29.4921434	1982-1999 –> 2000-2009	9.0989403	4.2130996	2.564286e+04	311.186513	1	2
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2789	4.9233261	16820.0837803	43.983293	28.0647744	1982-1999 –> 2000-2009	9.1653589	4.2420328	2.570670e+04	83.377888	2	4
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2789	4.9918539	16897.1885883	45.431002	27.1471882	1982-1999 –> 2000-2009	9.3117263	4.3198724	2.584013e+04	95.168951	3	6
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2789	5.0946080	17010.8423509	46.810389	26.6750129	1982-1999 –> 2000-2009	9.5007897	4.4061817	2.601507e+04	89.825028	4	8
Pacific	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2789	5.3505284	17284.2346747	45.905253	24.9013489	1982-1999 –> 2000-2009	10.3334361	4.9829077	2.666954e+04	89.066212	5	10
Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2789	5.4388669	17375.5768194	45.597456	25.9590588	1982-1999 –> 2000-2009	10.4857647	5.0468977	2.680041e+04	92.703218	6	12
Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2789	5.6748379	17612.4814348	44.337462	26.8451147	1982-1999 –> 2000-2009	10.9266265	5.2517885	2.716060e+04	85.557080	7	14
Pacific	(-Inf,26]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	2789	5.8977629	17827.4079520	80.782810	29.2841264	1982-1999 –> 2000-2009	11.2628952	5.3651323	2.744167e+04	175.064240	8	16
Pacific	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2789	6.4312076	18310.4026146	44.039344	39.3717593	1982-1999 –> 2000-2009	11.8907689	5.4595613	2.797872e+04	85.680556	12	21
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2789	6.2963452	18192.1881121	42.128314	30.2919955	1982-1999 –> 2000-2009	11.9855091	5.6891638	2.798813e+04	83.753146	9	20
Pacific	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	3715	4.1659029	21158.8256876	177.786510	54.2730257	2000-2009 –> 2010-2019	9.0517436	4.8858407	3.793628e+04	304.797878	1	2
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3715	4.2869351	21371.6135626	55.287905	58.1688761	2000-2009 –> 2010-2019	9.2102612	4.9233261	3.819170e+04	99.271198	2	4
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3715	4.3860218	21541.3933455	56.851571	57.7955454	2000-2009 –> 2010-2019	9.3778757	4.9918539	3.843858e+04	102.282573	3	6
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3715	4.5117783	21751.4302889	56.783663	58.6374572	2000-2009 –> 2010-2019	9.6063863	5.0946080	3.876227e+04	103.594052	4	8
Pacific	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	3715	4.6695010	22006.7312568	56.618726	72.1509880	2000-2009 –> 2010-2019	10.0200294	5.3505284	3.929097e+04	102.523979	7	12
Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	3715	4.6290409	21942.0715794	56.466371	72.5108063	2000-2009 –> 2010-2019	10.0679079	5.4388669	3.931765e+04	102.063828	5	11
Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	3715	4.6294978	21942.8048175	55.539169	72.1833287	2000-2009 –> 2010-2019	10.3043357	5.6748379	3.955529e+04	99.876631	6	13
Pacific	(-Inf,26]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	3715	4.6763674	22017.6488473	99.187236	71.9065461	2000-2009 –> 2010-2019	10.5741303	5.8977629	3.984506e+04	179.970046	8	16
Pacific	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	3715	5.3919495	23075.5723210	55.509812	79.4407050	2000-2009 –> 2010-2019	11.8231571	6.4312076	4.138597e+04	99.549156	9	21
Pacific	(-Inf,26]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	3715	5.3926883	23074.5903482	55.504279	79.6156519	2000-2009 –> 2010-2019	11.9257416	6.5330533	4.147064e+04	99.238401	10	23
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2178	2.9139924	10853.7432770	24.526874	11.0242316	1982-1999 –> 2000-2009	5.8726248	2.9586324	1.991098e+04	39.829469	1	2
Pacific	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	2178	2.9203741	10863.2725557	434.003073	10.1625631	1982-1999 –> 2000-2009	5.8863851	2.9660109	1.992951e+04	943.065315	2	4
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2178	2.9264067	10872.2613765	98.065976	11.5878692	1982-1999 –> 2000-2009	5.8926157	2.9662090	1.993874e+04	208.060317	3	6
Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2178	2.9570357	10917.6161179	38.935223	12.1112887	1982-1999 –> 2000-2009	5.9425652	2.9855296	2.000755e+04	61.211445	4	8
Pacific	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2178	3.2804546	11369.7458336	16.687582	11.0480837	1982-1999 –> 2000-2009	6.5533836	3.2729291	2.079165e+04	29.127540	5	10
Pacific	(26,26.5]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	2178	3.3328471	11436.7663077	16.577647	11.8299707	1982-1999 –> 2000-2009	6.6240009	3.2911538	2.087672e+04	28.837475	7	13
Pacific	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	2178	3.4446745	11582.5251857	962.804515	17.7010348	1982-1999 –> 2000-2009	6.9437536	3.4990791	2.124576e+04	1937.049802	8	15
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2178	3.3113408	11410.5666549	17.280007	20.8889439	1982-1999 –> 2000-2009	6.9671444	3.6558037	2.123207e+04	29.804044	6	19
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2178	3.4869405	11635.6478833	34.782102	18.6737149	1982-1999 –> 2000-2009	7.0049734	3.5180329	2.131840e+04	51.202105	9	17
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2178	3.5037134	11656.5508456	107.859220	18.6488790	1982-1999 –> 2000-2009	7.0334475	3.5297341	2.135129e+04	208.180296	10	19
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2325	2.7521687	11319.6739660	24.077352	12.4377866	2000-2009 –> 2010-2019	5.6661611	2.9139924	2.217342e+04	48.604226	3	4
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2325	2.7442328	11306.2463548	135.594988	12.9510595	2000-2009 –> 2010-2019	5.6706395	2.9264067	2.217851e+04	233.660965	1	4
Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2325	2.7494695	11315.1112565	40.120288	13.5512905	2000-2009 –> 2010-2019	5.7065051	2.9570357	2.223273e+04	79.055511	2	6
Pacific	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	2325	2.7981039	11396.6445129	593.383616	11.3076380	2000-2009 –> 2010-2019	5.7184780	2.9203741	2.225992e+04	1027.386688	5	7
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2325	2.7556687	11325.5838862	19.609862	18.1559975	2000-2009 –> 2010-2019	6.0670095	3.3113408	2.273615e+04	36.889869	4	10
Pacific	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2325	3.2621063	12110.0991034	19.070197	13.8985459	2000-2009 –> 2010-2019	6.5425609	3.2804546	2.347984e+04	35.757779	6	11
Pacific	(26,26.5]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	2325	3.3218448	12192.4834700	18.905526	13.9599698	2000-2009 –> 2010-2019	6.6546918	3.3328471	2.362925e+04	35.483173	11	18
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2325	3.2977257	12160.5978226	31.773754	17.8286244	2000-2009 –> 2010-2019	6.7846662	3.4869405	2.379625e+04	66.555856	7	15
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2325	3.3058215	12171.9994797	169.848444	17.6913931	2000-2009 –> 2010-2019	6.8095349	3.5037134	2.382855e+04	277.707664	10	19
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2325	3.3022292	12166.9437063	17.872304	14.1728648	2000-2009 –> 2010-2019	6.8993392	3.5971100	2.393809e+04	33.564114	8	19
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1580	1.8258668	6400.3389864	45.863178	6.3721704	1982-1999 –> 2000-2009	2.9960387	1.1701720	1.093772e+04	70.334119	2	3
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1580	1.8286027	6405.0705373	258.951663	6.3283467	1982-1999 –> 2000-2009	3.0006777	1.1720749	1.094711e+04	491.060260	3	5
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1580	1.8518722	6445.0287528	66.308238	6.1056386	1982-1999 –> 2000-2009	3.0400930	1.1882207	1.102633e+04	101.579533	4	7
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1580	1.7305979	6231.0014048	24.337844	5.7716976	1982-1999 –> 2000-2009	3.0672274	1.3366294	1.115009e+04	38.347384	1	5
Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	1580	1.9231681	6562.4032821	11.743585	6.5482459	1982-1999 –> 2000-2009	3.3556127	1.4324446	1.167818e+04	20.881107	5	10
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1580	2.3317336	7173.1397064	15.611160	7.6546825	1982-1999 –> 2000-2009	3.8452439	1.5135103	1.244891e+04	26.285727	10	16
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1580	2.2072635	6999.7868564	90.745921	8.1775647	1982-1999 –> 2000-2009	3.9100778	1.7028143	1.261379e+04	142.947729	8	15
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1580	2.2052296	6996.8737727	260.674679	8.0172128	1982-1999 –> 2000-2009	3.9306322	1.7254025	1.264870e+04	518.410232	7	15
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1580	2.2036877	6994.6633965	82.003912	8.0474332	1982-1999 –> 2000-2009	3.9312300	1.7275424	1.265005e+04	129.847154	6	15
Pacific	(26.5,26.75]	4	cstar_tref ~ sal + temp + aou + nitrate	1580	2.2726259	7090.0033484	23.491157	7.3162837	1982-1999 –> 2000-2009	4.0129197	1.7402938	1.276449e+04	36.689418	9	20
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1871	1.5964766	7074.1721135	17.399452	5.9643600	2000-2009 –> 2010-2019	3.3270745	1.7305979	1.330517e+04	41.737296	1	2
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1871	1.8668881	7659.6972872	45.177884	5.9381593	2000-2009 –> 2010-2019	3.6927549	1.8258668	1.406004e+04	91.041062	2	4
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1871	1.8691266	7664.1814883	286.996851	5.8882151	2000-2009 –> 2010-2019	3.6977294	1.8286027	1.406925e+04	545.948514	3	6
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1871	1.8856732	7697.1620695	67.625457	5.6660346	2000-2009 –> 2010-2019	3.7375454	1.8518722	1.414219e+04	133.933696	4	8
Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	1871	1.9636145	7846.7205974	14.092300	6.1746655	2000-2009 –> 2010-2019	3.8867826	1.9231681	1.440912e+04	25.835884	5	10
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1871	2.2217140	8310.8278621	78.910649	11.1431501	2000-2009 –> 2010-2019	4.4254016	2.2036877	1.530549e+04	160.914561	7	13
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1871	2.2198922	8307.7581357	88.267929	10.9496962	2000-2009 –> 2010-2019	4.4271557	2.2072635	1.530754e+04	179.013850	6	14
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1871	2.2237606	8314.2734346	351.822171	11.1671062	2000-2009 –> 2010-2019	4.4289903	2.2052296	1.531115e+04	612.496849	8	15
Pacific	(26.5,26.75]	4	cstar_tref ~ sal + temp + aou + nitrate	1871	2.2748146	8397.2123418	16.720057	11.9272054	2000-2009 –> 2010-2019	4.5474405	2.2726259	1.548722e+04	40.211214	9	18
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1871	2.3906588	8585.0790274	15.597452	8.1710905	2000-2009 –> 2010-2019	4.7223923	2.3317336	1.575822e+04	31.208612	10	20
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2016	1.8551288	8226.7512598	15.810677	7.8522207	1982-1999 –> 2000-2009	2.9427784	1.0876496	1.322756e+04	27.052194	1	2
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2016	1.9799843	8489.3746247	256.235853	7.3196000	1982-1999 –> 2000-2009	3.2760457	1.2960614	1.407187e+04	508.754898	3	6
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2016	1.9779974	8485.3265244	39.325473	7.3416689	1982-1999 –> 2000-2009	3.2763609	1.2983635	1.407371e+04	68.348468	2	6
Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2016	2.0043438	8538.6772330	64.638423	7.4033814	1982-1999 –> 2000-2009	3.2866832	1.2823394	1.408586e+04	107.107347	5	7
Pacific	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + silicate	2016	2.0019290	8531.8165486	14.701400	6.7461379	1982-1999 –> 2000-2009	3.3581420	1.3562130	1.426284e+04	24.983311	4	9
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2016	2.0201185	8570.2858605	154.014104	11.1796523	1982-1999 –> 2000-2009	3.4954543	1.4753358	1.458265e+04	226.496070	7	13
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2016	2.0199726	8569.9945946	134.364905	11.4584066	1982-1999 –> 2000-2009	3.5062224	1.4862498	1.460681e+04	198.907678	6	14
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2016	2.0208718	8571.7890592	519.848128	11.5060506	1982-1999 –> 2000-2009	3.5068816	1.4860098	1.460807e+04	896.262056	8	15
Pacific	(26.75,27]	4	cstar_tref ~ sal + temp + aou + nitrate	2016	2.0507151	8628.8964080	14.881055	11.9648303	1982-1999 –> 2000-2009	3.5375108	1.4867957	1.466493e+04	22.448716	9	18
Pacific	(26.75,27]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	2016	2.2230602	8954.2633858	61.090130	11.9324545	1982-1999 –> 2000-2009	3.9000186	1.6769584	1.538965e+04	96.362178	10	20
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2325	1.9492240	9715.6199382	12.712984	7.3775788	2000-2009 –> 2010-2019	3.8043528	1.8551288	1.794237e+04	28.523661	1	2
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2325	2.0009740	9837.4625049	35.744210	6.1873798	2000-2009 –> 2010-2019	3.9789714	1.9779974	1.832279e+04	75.069683	3	5
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2325	2.0006686	9836.7527779	271.163004	6.1602735	2000-2009 –> 2010-2019	3.9806529	1.9799843	1.832613e+04	527.398856	2	5
Pacific	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + silicate	2325	2.0015107	9836.7095770	10.850528	6.2933054	2000-2009 –> 2010-2019	4.0034397	2.0019290	1.836853e+04	25.551928	4	8
Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2325	2.0239209	9890.4846743	54.523721	6.2295248	2000-2009 –> 2010-2019	4.0282647	2.0043438	1.842916e+04	119.162144	5	10
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2325	2.6228187	11095.8246797	101.965976	13.3701681	2000-2009 –> 2010-2019	4.6429372	2.0201185	1.966611e+04	255.980079	7	14
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2325	2.6319599	11112.0029614	90.354523	13.5074979	2000-2009 –> 2010-2019	4.6519325	2.0199726	1.968200e+04	224.719429	8	14
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2325	2.6324479	11112.8650417	412.164245	13.5187116	2000-2009 –> 2010-2019	4.6533197	2.0208718	1.968465e+04	932.012373	9	17
Pacific	(26.75,27]	4	cstar_tref ~ sal + temp + aou + nitrate	2325	2.6343433	11114.2120341	11.944590	13.5624923	2000-2009 –> 2010-2019	4.6850584	2.0507151	1.974311e+04	26.825645	10	19
Pacific	(26.75,27]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	2325	2.7396323	11296.4444185	48.072560	12.9325030	2000-2009 –> 2010-2019	4.9626925	2.2230602	2.025071e+04	109.162690	11	21
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2294	1.5111147	8418.2348606	26.162655	7.1157416	1982-1999 –> 2000-2009	2.6314242	1.1203095	1.307278e+04	47.430159	1	2
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2294	1.5126624	8422.9313965	71.865313	6.8411060	1982-1999 –> 2000-2009	2.6973569	1.1846945	1.324668e+04	113.911410	3	5
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2294	1.5112558	8418.6632481	394.731940	6.8550772	1982-1999 –> 2000-2009	2.6981499	1.1868941	1.324803e+04	677.514831	2	5
Pacific	(27,27.25]	4	cstar_tref ~ sal + temp + aou + nitrate	2294	1.5146667	8427.0064539	10.434599	6.9042829	1982-1999 –> 2000-2009	2.7263544	1.2116877	1.331697e+04	17.807856	4	8
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2294	1.5620441	8570.3164318	81.531292	7.2649149	1982-1999 –> 2000-2009	2.7808221	1.2187780	1.347995e+04	128.481143	5	10
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2294	1.5689718	8590.6191326	47.894690	7.0856311	1982-1999 –> 2000-2009	2.8360243	1.2670525	1.361787e+04	95.093709	6	12
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2294	1.5713630	8597.6062925	347.567957	7.1099882	1982-1999 –> 2000-2009	2.8401213	1.2687583	1.362893e+04	761.255819	7	14
Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	2294	1.5720179	8597.5179007	21.257165	6.9007123	1982-1999 –> 2000-2009	2.8717559	1.2997380	1.369989e+04	35.356757	8	17
Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	2294	1.5750166	8606.2614370	196.972633	6.9145722	1982-1999 –> 2000-2009	2.8770471	1.3020305	1.371397e+04	362.724230	9	19
Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + silicate	2294	1.5815608	8625.2853117	23.907540	7.1314725	1982-1999 –> 2000-2009	2.8947505	1.3131897	1.375884e+04	42.696604	10	21
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2989	1.7145783	11719.5558195	25.529447	6.9578812	2000-2009 –> 2010-2019	3.2256930	1.5111147	2.013779e+04	51.692102	1	2
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2989	1.7216121	11744.0295339	59.908441	7.5085995	2000-2009 –> 2010-2019	3.2342745	1.5126624	2.016696e+04	131.773754	5	8
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2989	1.7235259	11750.6713060	399.439517	7.5472992	2000-2009 –> 2010-2019	3.2347818	1.5112558	2.016933e+04	794.171457	7	9
Pacific	(27,27.25]	4	cstar_tref ~ sal + temp + aou + nitrate	2989	1.7257399	11756.3455785	7.803342	7.6396709	2000-2009 –> 2010-2019	3.2404066	1.5146667	2.018335e+04	18.237941	9	13
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2989	1.7154636	11722.6418439	53.264800	6.8921691	2000-2009 –> 2010-2019	3.2844354	1.5689718	2.031326e+04	101.159491	2	8
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2989	1.7161483	11725.0273003	453.549012	6.8199762	2000-2009 –> 2010-2019	3.2875113	1.5713630	2.032263e+04	801.116968	3	10
Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	2989	1.7221378	11743.8545996	18.661820	7.4380241	2000-2009 –> 2010-2019	3.2941556	1.5720179	2.034137e+04	39.918985	6	14
Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + silicate	2989	1.7162914	11723.5256573	21.643842	6.7660866	2000-2009 –> 2010-2019	3.2978522	1.5815608	2.034881e+04	45.551382	4	14
Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	2989	1.7246754	11752.6567532	210.703159	7.4446653	2000-2009 –> 2010-2019	3.2996919	1.5750166	2.035892e+04	407.675791	8	17
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2989	1.7725163	11918.2227449	67.126101	7.6123871	2000-2009 –> 2010-2019	3.3345604	1.5620441	2.048854e+04	148.657393	12	17
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3143	1.2103287	10133.3948217	52.039092	7.0888908	1982-1999 –> 2000-2009	2.3596322	1.1493034	1.746732e+04	88.847810	3	4
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3143	1.2097060	10130.1597673	524.177794	7.1120986	1982-1999 –> 2000-2009	2.3647073	1.1550013	1.748732e+04	938.491640	1	4
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	3143	1.2315029	10242.4148307	91.518400	6.5595560	1982-1999 –> 2000-2009	2.3850322	1.1535293	1.759359e+04	182.146351	5	7
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	3143	1.2326650	10246.3437125	15.657595	6.6086293	1982-1999 –> 2000-2009	2.3904025	1.1577375	1.761262e+04	28.087409	6	10
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	3143	1.2344754	10257.5689932	684.647288	6.5820216	1982-1999 –> 2000-2009	2.3947736	1.1602982	1.763623e+04	1424.469662	7	12
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	3143	1.2350833	10258.6636190	199.651486	6.6150719	1982-1999 –> 2000-2009	2.3985431	1.1634598	1.764811e+04	378.030527	8	14
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	3143	1.2100556	10131.9760869	45.574773	7.0739942	1982-1999 –> 2000-2009	2.4160597	1.2060041	1.769214e+04	76.809167	2	13
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3143	1.2573211	10372.8367364	58.469411	7.2730967	1982-1999 –> 2000-2009	2.4373171	1.1799961	1.783058e+04	99.361859	11	18
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	3143	1.2738095	10454.7353501	122.789915	6.7822667	1982-1999 –> 2000-2009	2.4542102	1.1804007	1.791409e+04	242.387946	12	20
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	3143	1.2749915	10458.5655402	19.197817	6.8350534	1982-1999 –> 2000-2009	2.4590587	1.1840671	1.793049e+04	34.673524	13	22
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	3868	1.5286188	14273.7929543	51.144301	6.5322589	2000-2009 –> 2010-2019	2.7386744	1.2100556	2.440577e+04	96.719074	4	6
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3868	1.5294865	14278.1829743	54.371443	6.7643930	2000-2009 –> 2010-2019	2.7398153	1.2103287	2.441158e+04	106.410536	5	8
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3868	1.5308362	14285.0065964	634.964762	6.7498807	2000-2009 –> 2010-2019	2.7405422	1.2097060	2.441517e+04	1159.142556	8	9
Pacific	(27.25,27.5]	4	cstar_tref ~ sal + temp + aou + nitrate	3868	1.5316493	14287.1142614	6.695093	6.7147273	2000-2009 –> 2010-2019	2.7422309	1.2105816	2.441982e+04	13.230349	10	14
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	3868	1.5170885	14215.2194574	101.852943	6.3543242	2000-2009 –> 2010-2019	2.7485914	1.2315029	2.445763e+04	193.371343	1	6
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	3868	1.5207049	14233.6382692	814.686914	6.3984266	2000-2009 –> 2010-2019	2.7551803	1.2344754	2.449121e+04	1499.334201	2	9
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	3868	1.5303225	14280.4103632	15.027640	6.7612276	2000-2009 –> 2010-2019	2.7629876	1.2326650	2.452675e+04	30.685235	7	13
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	3868	1.5310525	14284.0995506	225.331758	6.7462523	2000-2009 –> 2010-2019	2.7661358	1.2350833	2.454276e+04	424.983244	9	17
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	3868	1.5298770	14278.1575858	41.895158	6.5430970	2000-2009 –> 2010-2019	2.7779475	1.2480705	2.460258e+04	82.277724	6	15
Pacific	(27.25,27.5]	3	cstar_tref ~ temp + aou + nitrate	3868	1.5318263	14286.0085577	6.486515	6.6984884	2000-2009 –> 2010-2019	2.7885849	1.2567586	2.465203e+04	12.800227	11	21
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	3082	0.9116538	8190.1982047	28.092599	4.2410354	1982-1999 –> 2000-2009	1.6848611	0.7732073	1.366201e+04	47.403428	1	2
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	3082	0.9136252	8203.5132352	123.243122	3.9365775	1982-1999 –> 2000-2009	1.6887713	0.7751461	1.368709e+04	223.099519	2	4
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	3082	0.9234134	8269.2004708	26.626136	4.1137822	1982-1999 –> 2000-2009	1.7077830	0.7843696	1.380835e+04	44.998967	3	6
Pacific	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	3082	0.9317644	8324.6947289	81.705465	4.6868414	1982-1999 –> 2000-2009	1.7237284	0.7919640	1.390911e+04	171.446356	4	8
Pacific	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	3082	0.9379489	8365.4725623	644.162749	4.7170087	1982-1999 –> 2000-2009	1.7340331	0.7960841	1.397427e+04	1440.767361	5	10
Pacific	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	3082	0.9553328	8478.6698204	96.741097	4.8219299	1982-1999 –> 2000-2009	1.7620893	0.8067565	1.415003e+04	199.640671	7	15
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	3082	0.9533017	8465.5507261	35.036459	4.6426345	1982-1999 –> 2000-2009	1.7702887	0.8169871	1.419611e+04	57.897377	6	19
Pacific	(27.5,27.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	3082	0.9572459	8489.0011151	23.649848	4.7566832	1982-1999 –> 2000-2009	1.7763081	0.8190622	1.422948e+04	37.921303	8	22
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3082	0.9858237	8672.3293734	41.000848	4.9813171	1982-1999 –> 2000-2009	1.7904786	0.8046548	1.433143e+04	69.072479	9	15
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3082	0.9884349	8688.6342156	943.051648	5.0126227	1982-1999 –> 2000-2009	1.7954754	0.8070406	1.436164e+04	1728.774027	10	19
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	4013	1.1011459	12175.7164559	148.118144	4.9091498	2000-2009 –> 2010-2019	2.0147711	0.9136252	2.037923e+04	271.361265	3	5
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	4013	1.0921426	12109.8239749	35.428292	4.7208908	2000-2009 –> 2010-2019	2.0155560	0.9234134	2.037902e+04	62.054428	2	5
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	4013	1.0693733	11940.7269442	45.589192	4.2353798	2000-2009 –> 2010-2019	2.0226750	0.9533017	2.040628e+04	80.625650	1	7
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	4013	1.1227544	12331.6910416	37.383657	5.1831650	2000-2009 –> 2010-2019	2.0344083	0.9116538	2.052189e+04	65.476256	4	5
Pacific	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	4013	1.1764052	12706.3316750	95.315509	5.5971942	2000-2009 –> 2010-2019	2.1081696	0.9317644	2.103103e+04	177.020974	5	9
Pacific	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	4013	1.1815292	12741.2142786	711.389183	5.6289368	2000-2009 –> 2010-2019	2.1194782	0.9379489	2.110669e+04	1355.551932	6	11
Pacific	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	4013	1.1975845	12849.5416478	109.552978	5.7175936	2000-2009 –> 2010-2019	2.1529173	0.9553328	2.132821e+04	206.294075	7	14
Pacific	(27.5,27.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	4013	1.2134826	12953.3870308	30.190314	5.3554395	2000-2009 –> 2010-2019	2.1707285	0.9572459	2.144239e+04	53.840162	11	19
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	4013	1.1996509	12863.3784136	57.453434	5.8481332	2000-2009 –> 2010-2019	2.1854747	0.9858237	2.153571e+04	98.454282	8	17
Pacific	(27.5,27.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	4013	1.2053762	12899.5912578	19.191978	5.9603794	2000-2009 –> 2010-2019	2.1976850	0.9923088	2.161034e+04	36.635038	9	19
Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1300	0.4292744	1504.5267618	114.296662	1.9090415	1982-1999 –> 2000-2009	0.8356746	0.4064002	2.386532e+03	224.878283	2	3
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1300	0.4266525	1488.5984095	31.828018	1.8443768	1982-1999 –> 2000-2009	0.8359900	0.4093375	2.382659e+03	73.074586	1	4
Pacific	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1300	0.4337334	1531.3946746	124.298178	2.0283367	1982-1999 –> 2000-2009	0.8412259	0.4074925	2.417893e+03	240.071242	3	5
Pacific	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1300	0.4393908	1563.0882215	30.935407	2.0528843	1982-1999 –> 2000-2009	0.8826870	0.4432963	2.588564e+03	71.344808	4	13
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1300	0.4454380	1600.6277128	400.000546	1.8689397	1982-1999 –> 2000-2009	0.8892462	0.4438081	2.630035e+03	746.657217	5	15
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1300	0.4824083	1807.9326628	65.004727	3.2869708	1982-1999 –> 2000-2009	0.9040410	0.4216327	2.751535e+03	135.574685	7	12
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1300	0.4850066	1821.8990093	69.777134	3.3165679	1982-1999 –> 2000-2009	0.9060721	0.4210655	2.763247e+03	142.659694	8	12
Pacific	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1300	0.5030071	1914.6477830	52.887393	2.9759593	1982-1999 –> 2000-2009	0.9289651	0.4259580	2.873335e+03	111.786054	9	15
Pacific	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1300	0.5067979	1934.1684429	719.881101	2.8975877	1982-1999 –> 2000-2009	0.9364531	0.4296553	2.907323e+03	1240.586067	10	17
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1300	0.4676524	1727.1619361	30.611080	2.0472499	1982-1999 –> 2000-2009	0.9368970	0.4692447	2.849865e+03	69.435125	6	17
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1567	0.5236598	2433.5279696	59.539639	2.0287821	2000-2009 –> 2010-2019	0.9503124	0.4266525	3.922126e+03	91.367656	3	4
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1567	0.5137218	2373.4792740	436.440173	1.8956447	2000-2009 –> 2010-2019	0.9591598	0.4454380	3.974107e+03	836.440719	1	6
Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1567	0.5490881	2582.1319628	146.920858	2.2097999	2000-2009 –> 2010-2019	0.9783625	0.4292744	4.086659e+03	261.217520	5	7
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1567	0.5165528	2390.7023433	57.156823	1.9234753	2000-2009 –> 2010-2019	0.9842051	0.4676524	4.117864e+03	87.767903	2	8
Pacific	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1567	0.5551550	2616.5693128	157.307905	2.2351641	2000-2009 –> 2010-2019	0.9888884	0.4337334	4.147964e+03	281.606084	6	9
Pacific	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1567	0.5878741	2794.0394407	58.316949	2.3694182	2000-2009 –> 2010-2019	1.0272649	0.4393908	4.357128e+03	89.252357	13	17
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1567	0.5583026	2634.2883952	117.549747	2.0670980	2000-2009 –> 2010-2019	1.0407109	0.4824083	4.442221e+03	182.554474	7	14
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1567	0.5591045	2638.7868456	124.179209	2.0696527	2000-2009 –> 2010-2019	1.0441112	0.4850066	4.460686e+03	193.956343	8	16
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1567	0.5302574	2472.7666059	53.073967	2.0453880	2000-2009 –> 2010-2019	1.0555690	0.5253116	4.502221e+03	88.404979	4	16
Pacific	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1567	0.5626698	2656.7078906	87.845823	2.2206358	2000-2009 –> 2010-2019	1.0656769	0.5030071	4.571356e+03	140.733216	11	20
Pacific	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1548	0.3225270	903.6975714	149.172575	1.7168450	1982-1999 –> 2000-2009	0.6116206	0.2890937	1.252925e+03	332.450690	1	3
Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1548	0.3237498	915.4136366	947.005694	1.7156807	1982-1999 –> 2000-2009	0.6156387	0.2918889	1.282770e+03	1804.066674	3	7
Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1548	0.3249122	926.5099815	137.493955	1.7128454	1982-1999 –> 2000-2009	0.6190103	0.2940981	1.308072e+03	309.510509	4	9
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1548	0.3234590	912.6316770	71.651916	1.7617936	1982-1999 –> 2000-2009	0.6234782	0.3000191	1.331747e+03	184.130680	2	8
Pacific	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1548	0.3249181	924.5655196	69.724214	1.7099584	1982-1999 –> 2000-2009	0.6251655	0.3002474	1.343114e+03	180.700031	5	12
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1548	0.3427808	1092.2575206	113.496385	1.7452466	1982-1999 –> 2000-2009	0.6301729	0.2873921	1.430364e+03	258.739461	6	7
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1548	0.3432512	1096.5034633	106.062714	1.7515081	1982-1999 –> 2000-2009	0.6328563	0.2896051	1.449061e+03	244.097363	7	10
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1548	0.3778676	1393.9715797	112.749600	1.9966244	1982-1999 –> 2000-2009	0.7020440	0.3241764	1.958987e+03	279.312743	9	17
Pacific	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + nitrate	1548	0.3830437	1434.0925898	81.942856	1.9155048	1982-1999 –> 2000-2009	0.7252013	0.3421577	2.098814e+03	215.221282	10	19
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1548	0.3641650	1279.6147149	494.402579	1.7516489	1982-1999 –> 2000-2009	0.7378660	0.3737010	2.112475e+03	1041.306706	8	19
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1944	0.3450672	1393.9381108	153.417439	1.3939208	2000-2009 –> 2010-2019	0.6685262	0.3234590	2.306570e+03	225.069355	1	3
Pacific	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1944	0.3481296	1428.2916729	218.708332	1.4274061	2000-2009 –> 2010-2019	0.6706566	0.3225270	2.331989e+03	367.880907	5	6
Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1944	0.3473603	1419.6904719	931.731470	1.4218052	2000-2009 –> 2010-2019	0.6711101	0.3237498	2.335104e+03	1878.737165	3	6
Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1944	0.3467923	1413.3270592	205.635649	1.4173810	2000-2009 –> 2010-2019	0.6717045	0.3249122	2.339837e+03	343.129604	2	6
Pacific	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1944	0.3475011	1419.2658116	148.529547	1.4264047	2000-2009 –> 2010-2019	0.6724192	0.3249181	2.343831e+03	218.253761	4	9
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1944	0.3501393	1450.6715008	647.114543	1.4704230	2000-2009 –> 2010-2019	0.7143043	0.3641650	2.730286e+03	1141.517122	6	14
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1944	0.3867240	1837.0617056	218.795896	1.5064031	2000-2009 –> 2010-2019	0.7295048	0.3427808	2.929319e+03	332.292280	9	15
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1944	0.3878606	1848.4723071	208.312895	1.5091983	2000-2009 –> 2010-2019	0.7311118	0.3432512	2.944976e+03	314.375609	10	17
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1944	0.3584676	1542.0671888	144.105989	1.5376123	2000-2009 –> 2010-2019	0.7456009	0.3871334	3.011040e+03	211.506829	7	18
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1944	0.3763515	1731.3559841	139.275926	1.6795273	2000-2009 –> 2010-2019	0.8042949	0.4279434	3.510615e+03	209.578000	8	21
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1691	0.2788581	493.8600337	596.471182	1.6320382	1982-1999 –> 2000-2009	0.5514074	0.2725493	7.789483e+02	1526.721374	2	3
Pacific	(27.95,28.05]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1691	0.2756105	454.2414799	664.435624	1.4043681	1982-1999 –> 2000-2009	0.5668188	0.2912083	8.901773e+02	1655.846299	1	3
Pacific	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1691	0.2796924	503.9622397	622.448509	1.3939640	1982-1999 –> 2000-2009	0.5760164	0.2963241	9.795693e+02	1550.136935	3	6
Pacific	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1691	0.3128905	881.2979695	588.614073	1.7298216	1982-1999 –> 2000-2009	0.6291811	0.3162906	1.503448e+03	1516.113309	4	9
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1691	0.3518479	1280.1608174	545.611110	1.8946880	1982-1999 –> 2000-2009	0.7030139	0.3511660	2.142584e+03	1323.178245	6	13
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1691	0.3536657	1297.5889173	520.545885	1.8942068	1982-1999 –> 2000-2009	0.7068582	0.3531925	2.173120e+03	1284.781208	7	15
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1691	0.3461664	1225.1038595	523.294356	1.3468643	1982-1999 –> 2000-2009	0.7076577	0.3614913	2.153541e+03	1404.720255	5	14
Pacific	(27.95,28.05]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	1691	0.3537712	1296.5977272	472.187455	1.1960059	1982-1999 –> 2000-2009	0.7185428	0.3647716	2.243613e+03	1227.796878	8	18
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1691	0.4148813	1837.4919124	484.381329	2.7315871	1982-1999 –> 2000-2009	0.7245848	0.3097036	2.413700e+03	984.873984	12	16
Pacific	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1691	0.3727507	1473.3388760	506.127687	1.4486483	1982-1999 –> 2000-2009	0.7792947	0.4065440	2.667337e+03	1031.165316	9	23
Pacific	(27.95,28.05]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2493	0.2404046	-18.3753097	839.358359	1.2687039	2000-2009 –> 2010-2019	0.5160152	0.2756105	4.358662e+02	1503.793983	1	2
Pacific	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2493	0.2424192	23.2326942	788.690820	1.2879849	2000-2009 –> 2010-2019	0.5221116	0.2796924	5.271949e+02	1411.139329	2	5
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2493	0.2486979	150.7264957	768.685141	1.4471154	2000-2009 –> 2010-2019	0.5275560	0.2788581	6.445865e+02	1365.156323	3	5
Pacific	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	2493	0.2636730	440.2613564	757.572031	1.4466465	2000-2009 –> 2010-2019	0.5765635	0.3128905	1.321559e+03	1346.186104	4	8
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2493	0.2975749	1045.3502392	695.440559	1.4276134	2000-2009 –> 2010-2019	0.6437413	0.3461664	2.270454e+03	1218.734915	5	10
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2493	0.3049161	1166.8629181	731.675637	1.6201462	2000-2009 –> 2010-2019	0.6567640	0.3518479	2.447024e+03	1277.286747	6	12
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2493	0.3075563	1209.8489843	699.711957	1.6272090	2000-2009 –> 2010-2019	0.6612220	0.3536657	2.507438e+03	1220.257841	7	14
Pacific	(27.95,28.05]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	2493	0.3486302	1832.8629470	578.416136	1.3986378	2000-2009 –> 2010-2019	0.7024015	0.3537712	3.129461e+03	1050.603591	11	19
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2493	0.3199321	1406.5496512	829.416174	1.4690047	2000-2009 –> 2010-2019	0.7134400	0.3935079	3.065164e+03	1488.164144	8	18
Pacific	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	2493	0.3413629	1727.8286401	663.665857	1.2519345	2000-2009 –> 2010-2019	0.7141136	0.3727507	3.201168e+03	1169.793545	10	19
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1096	0.1898928	-517.2470174	370.252689	0.8148542	1982-1999 –> 2000-2009	0.3917093	0.2018166	-8.004744e+02	761.489152	1	2
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	1096	0.2186959	-209.6869907	217.906609	1.6503456	1982-1999 –> 2000-2009	0.4307952	0.2120993	-4.135131e+02	438.588446	3	5
Pacific	(28.05,28.1]	4	cstar_tref ~ temp + aou + nitrate + silicate	1096	0.2138258	-259.0519622	320.431714	1.2024926	1982-1999 –> 2000-2009	0.4337340	0.2199082	-4.036557e+02	636.963310	2	5
Pacific	(28.05,28.1]	3	cstar_tref ~ aou + nitrate + silicate	1096	0.2617061	181.8648860	208.645680	1.7691402	1982-1999 –> 2000-2009	0.5072308	0.2455247	2.157482e+02	415.337426	4	8
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1096	0.2674789	233.6910520	588.956560	1.6514091	1982-1999 –> 2000-2009	0.5358430	0.2683641	4.172696e+02	1091.061858	5	11
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1096	0.2678318	236.5813362	628.932063	1.6556793	1982-1999 –> 2000-2009	0.5360700	0.2682382	4.193915e+02	1146.019716	6	11
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1096	0.2846349	367.9603202	477.065490	2.2065260	1982-1999 –> 2000-2009	0.5566648	0.2720299	5.717622e+02	859.884790	7	14
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + nitrate	1096	0.3307379	697.0204888	169.813086	1.9366710	1982-1999 –> 2000-2009	0.6634986	0.3327608	1.230899e+03	307.514290	8	17
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	1096	0.3503089	823.0367275	557.180653	1.7717129	1982-1999 –> 2000-2009	0.6827002	0.3323913	1.355095e+03	1092.692081	10	18
Pacific	(28.05,28.1]	3	cstar_tref ~ nitrate + silicate + phosphate	1096	0.3515702	828.9148397	557.128163	1.6412302	1982-1999 –> 2000-2009	0.6846458	0.3330757	1.362343e+03	1088.753029	12	22
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1346	0.1564420	-1160.0652254	428.269618	0.7733491	2000-2009 –> 2010-2019	0.3463348	0.1898928	-1.677312e+03	798.522307	1	2
Pacific	(28.05,28.1]	4	cstar_tref ~ temp + aou + nitrate + silicate	1346	0.1750310	-859.8144352	331.251278	1.2739633	2000-2009 –> 2010-2019	0.3888568	0.2138258	-1.118866e+03	651.682993	2	4
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	1346	0.2032887	-456.9185936	264.603407	1.5720487	2000-2009 –> 2010-2019	0.4219846	0.2186959	-6.666056e+02	482.510016	3	6
Pacific	(28.05,28.1]	3	cstar_tref ~ aou + nitrate + silicate	1346	0.2487805	84.7140185	238.560215	1.6427222	2000-2009 –> 2010-2019	0.5104866	0.2617061	2.665789e+02	447.205896	4	8
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1346	0.2715146	324.1161337	770.886828	1.7129230	2000-2009 –> 2010-2019	0.5389935	0.2674789	5.578072e+02	1359.843387	6	11
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1346	0.2714073	323.0518752	834.580541	1.7224788	2000-2009 –> 2010-2019	0.5392391	0.2678318	5.596332e+02	1463.512604	5	11
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1346	0.2794523	399.6877748	558.083561	2.0722627	2000-2009 –> 2010-2019	0.5640872	0.2846349	7.676481e+02	1035.149051	7	14
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + nitrate	1346	0.3070697	653.3909871	169.493440	1.8759191	2000-2009 –> 2010-2019	0.6378076	0.3307379	1.350411e+03	339.306526	8	16
Pacific	(28.05,28.1]	3	cstar_tref ~ sal + aou + nitrate	1346	0.3106194	682.3315901	157.661983	1.5732821	2000-2009 –> 2010-2019	0.6453667	0.3347472	1.403765e+03	298.920722	9	18
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	1346	0.3120936	697.0774729	627.466890	1.7801666	2000-2009 –> 2010-2019	0.6624025	0.3503089	1.520114e+03	1184.647543	10	20
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2400	0.2467663	108.1991052	552.281424	0.8447217	1982-1999 –> 2000-2009	0.5006674	0.2539011	2.791933e+02	1252.309337	1	2
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2400	0.2579173	320.3461786	191.340089	0.8440210	1982-1999 –> 2000-2009	0.5265510	0.2686337	6.753301e+02	428.739609	3	5
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2400	0.2579855	321.6166940	623.654578	0.8453293	1982-1999 –> 2000-2009	0.5267183	0.2687327	6.778022e+02	1317.207854	4	7
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2400	0.2497074	165.0703504	159.081871	0.8938164	1982-1999 –> 2000-2009	0.5268876	0.2771802	6.222164e+02	323.924504	2	8
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2400	0.2581515	324.7035888	173.965235	0.8478696	1982-1999 –> 2000-2009	0.5270735	0.2689220	6.831854e+02	383.904305	5	9
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2400	0.2603795	363.9524426	547.844369	0.8861427	1982-1999 –> 2000-2009	0.5341726	0.2737931	7.789924e+02	1227.996777	6	11
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	2400	0.2677776	498.4325431	134.306200	0.8740180	1982-1999 –> 2000-2009	0.5641139	0.2963362	1.171568e+03	287.355648	7	15
Pacific	(28.1,28.2]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2400	0.3174601	1317.3692074	187.222473	1.5120370	1982-1999 –> 2000-2009	0.6198280	0.3023679	2.058233e+03	426.309061	8	18
Pacific	(28.1,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2400	0.3189696	1340.1395707	636.085553	1.5270022	1982-1999 –> 2000-2009	0.6230070	0.3040374	2.098965e+03	1352.840117	9	20
Pacific	(28.1,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2400	0.3220546	1386.3406572	170.593245	1.5366351	1982-1999 –> 2000-2009	0.6285178	0.3064632	2.171089e+03	382.481481	11	23
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2711	0.2115210	-715.2175355	242.301592	1.1534915	2000-2009 –> 2010-2019	0.4612284	0.2497074	-5.501472e+02	401.383463	1	2
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2711	0.2411677	-4.0249246	332.082123	0.8988141	2000-2009 –> 2010-2019	0.4990849	0.2579173	3.163213e+02	523.422212	2	4
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2711	0.2413869	0.9016464	302.312999	0.9004094	2000-2009 –> 2010-2019	0.4995384	0.2581515	3.256052e+02	476.278233	3	6
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	2711	0.2448364	75.8357894	224.932170	0.9141843	2000-2009 –> 2010-2019	0.5126140	0.2677776	5.742683e+02	359.238370	4	8
Pacific	(28.1,28.2]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2711	0.2502936	197.3611268	319.312111	1.6340711	2000-2009 –> 2010-2019	0.5677537	0.3174601	1.514730e+03	506.534584	5	10
Pacific	(28.1,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2711	0.2533368	262.8861620	291.575685	1.6591381	2000-2009 –> 2010-2019	0.5753914	0.3220546	1.649227e+03	462.168930	6	12
Pacific	(28.1,28.2]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	2711	0.2587500	375.5206914	222.893601	1.9473549	2000-2009 –> 2010-2019	0.5887381	0.3299881	1.876672e+03	355.543538	7	17
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2711	0.2740450	688.9058519	330.604118	1.7004850	2000-2009 –> 2010-2019	0.5979521	0.3239071	2.102778e+03	521.146562	8	15
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	2711	0.2890094	975.1781363	151.473340	1.5361225	2000-2009 –> 2010-2019	0.6176829	0.3286734	2.457168e+03	287.066070	9	17
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + temp + nitrate + phosphate	2711	0.2947756	1082.2896371	328.020183	1.1134123	2000-2009 –> 2010-2019	0.6245000	0.3297244	2.579603e+03	517.885367	10	19
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	5642	0.2686762	1195.3229657	467.022550	1.1015272	1982-1999 –> 2000-2009	0.5677094	0.2990332	3.119199e+03	960.852471	1	2
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	5642	0.2848590	1855.2974875	332.801211	1.3041327	1982-1999 –> 2000-2009	0.6099100	0.3250510	4.531689e+03	597.338334	2	5
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	5642	0.2853178	1873.4543359	435.824843	1.3006008	1982-1999 –> 2000-2009	0.6106746	0.3253568	4.558327e+03	781.513583	3	7
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	5642	0.2853180	1871.4645376	406.500359	1.2993990	1982-1999 –> 2000-2009	0.6106749	0.3253569	4.554341e+03	741.929917	4	9
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	5642	0.2853594	1875.0990052	368.274947	1.2998605	1982-1999 –> 2000-2009	0.6107400	0.3253806	4.560633e+03	665.090473	5	11
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	5642	0.2863834	1913.5211193	240.445471	1.3003695	1982-1999 –> 2000-2009	0.6123734	0.3259900	4.613932e+03	420.777204	6	13
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	5642	0.2895658	2040.2209041	595.646272	1.2936681	1982-1999 –> 2000-2009	0.6133265	0.3237607	4.680736e+03	1186.455653	7	9
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	5642	0.2914395	2111.0013265	364.120359	1.2203955	1982-1999 –> 2000-2009	0.6194908	0.3280513	4.868266e+03	659.100076	8	16
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate	5642	0.2922589	2142.6835808	314.921965	1.3177261	1982-1999 –> 2000-2009	0.6216528	0.3293939	4.936789e+03	554.370352	9	18
Pacific	(28.2,28.3]	3	cstar_tref ~ sal + nitrate + phosphate	5642	0.2927648	2160.1973969	240.262106	1.2699033	1982-1999 –> 2000-2009	0.6228716	0.3301068	4.971805e+03	420.571531	10	20
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	8598	0.2631015	1453.7050684	554.513029	1.4208052	2000-2009 –> 2010-2019	0.5317777	0.2686762	2.649028e+03	1021.535579	1	2
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	8598	0.2672956	1725.6606431	500.513699	1.6073996	2000-2009 –> 2010-2019	0.5521546	0.2848590	3.580958e+03	833.314910	2	4
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	8598	0.2676202	1746.5353063	659.722873	1.6223728	2000-2009 –> 2010-2019	0.5529380	0.2853178	3.619990e+03	1095.547716	3	6
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	8598	0.2676330	1747.3557999	528.676462	1.6232005	2000-2009 –> 2010-2019	0.5529924	0.2853594	3.622455e+03	896.951409	4	9
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	8598	0.2688137	1821.0513296	408.000239	1.5302241	2000-2009 –> 2010-2019	0.5551971	0.2863834	3.734572e+03	648.445711	6	12
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	8598	0.2709354	1956.2399175	601.508435	1.4745912	2000-2009 –> 2010-2019	0.5562534	0.2853180	3.827704e+03	1008.008794	8	12
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	8598	0.2681582	1781.0657357	645.666532	1.6703466	2000-2009 –> 2010-2019	0.5577240	0.2895658	3.821287e+03	1241.312804	5	12
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate	8598	0.2690146	1833.8950847	509.570845	1.6753896	2000-2009 –> 2010-2019	0.5612735	0.2922589	3.976579e+03	824.492810	7	15
Pacific	(28.2,28.3]	3	cstar_tref ~ sal + nitrate + phosphate	8598	0.2734389	2112.4087502	402.898623	1.6128462	2000-2009 –> 2010-2019	0.5662037	0.2927648	4.272606e+03	643.160729	9	18
Pacific	(28.2,28.3]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	8598	0.3434578	6036.8569792	588.932033	1.4401290	2000-2009 –> 2010-2019	0.6826306	0.3391728	9.861383e+03	1026.184958	10	20
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1646	0.1367093	-1865.5995679	294.580782	0.6279829	1982-1999 –> 2000-2009	0.2484449	0.1117356	-3.690582e+03	704.130618	1	2
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1646	0.1533303	-1487.8830013	306.148530	0.7526767	1982-1999 –> 2000-2009	0.2838063	0.1304759	-2.943838e+03	675.039726	2	4
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1646	0.1829613	-906.2527260	326.235127	0.5640962	1982-1999 –> 2000-2009	0.3454673	0.1625060	-1.839736e+03	678.682840	3	6
Pacific	(28.3, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1646	0.1998891	-614.9492009	320.230616	0.5386028	1982-1999 –> 2000-2009	0.3683632	0.1684741	-1.462592e+03	772.062242	4	8
Pacific	(28.3, Inf]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1646	0.2039628	-548.5334445	674.999352	0.5479513	1982-1999 –> 2000-2009	0.3757958	0.1718329	-1.349193e+03	1330.471052	5	11
Pacific	(28.3, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1646	0.2043395	-542.4594023	317.455477	0.5527919	1982-1999 –> 2000-2009	0.3760506	0.1717111	-1.344807e+03	697.908404	6	11
Pacific	(28.3, Inf]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	1646	0.2051678	-531.1429172	296.553134	0.5720468	1982-1999 –> 2000-2009	0.3771126	0.1719449	-1.332253e+03	645.357587	7	14
Pacific	(28.3, Inf]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1646	0.2063965	-509.4864421	287.021353	0.5534058	1982-1999 –> 2000-2009	0.3800938	0.1736973	-1.284463e+03	688.098610	8	16
Pacific	(28.3, Inf]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	1646	0.2281602	-181.4662928	222.556600	0.5563474	1982-1999 –> 2000-2009	0.4216048	0.1934446	-7.021714e+02	525.573966	11	20
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1646	0.2255590	-217.2140420	350.387684	0.5533726	1982-1999 –> 2000-2009	0.4324583	0.2068993	-5.758852e+02	839.918052	9	19
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1267	0.1665103	-933.1065638	306.662481	0.8537399	2000-2009 –> 2010-2019	0.3032196	0.1367093	-2.798706e+03	601.243263	1	2
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1267	0.1924845	-565.7817253	331.299713	1.1635004	2000-2009 –> 2010-2019	0.3458149	0.1533303	-2.053665e+03	637.448244	2	4
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1267	0.2009387	-456.8603652	369.779287	0.4758773	2000-2009 –> 2010-2019	0.3839000	0.1829613	-1.363113e+03	696.014415	3	6
Pacific	(28.3, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1267	0.2046882	-410.0120431	288.787120	0.5285443	2000-2009 –> 2010-2019	0.4045773	0.1998891	-1.024961e+03	609.017736	4	8
Pacific	(28.3, Inf]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1267	0.2092618	-354.0140709	666.177122	0.5340256	2000-2009 –> 2010-2019	0.4132247	0.2039628	-9.025475e+02	1341.176474	5	10
Pacific	(28.3, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1267	0.2093216	-353.2901081	328.685656	0.5361675	2000-2009 –> 2010-2019	0.4136611	0.2043395	-8.957495e+02	646.141133	6	12
Pacific	(28.3, Inf]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	1267	0.2093333	-355.1487613	318.185173	0.5374726	2000-2009 –> 2010-2019	0.4145011	0.2051678	-8.862917e+02	614.738306	7	14
Pacific	(28.3, Inf]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1267	0.2103976	-340.2983301	262.188706	0.5399785	2000-2009 –> 2010-2019	0.4167941	0.2063965	-8.497848e+02	549.210058	8	16
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1267	0.2182223	-247.7684237	330.523572	0.6068534	2000-2009 –> 2010-2019	0.4437813	0.2255590	-4.649825e+02	680.911256	10	19
Pacific	(28.3, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1267	0.2184735	-246.8536059	246.166956	0.6091194	2000-2009 –> 2010-2019	0.4442862	0.2258127	-4.623659e+02	525.797650	11	21
SO	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	22	0.2051114	6.7284003	278.775798	0.6404091	1982-1999 –> 2000-2009	0.8738289	0.6687176	6.952256e+01	956.593218	2	3
SO	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	22	0.1967428	4.8955523	20.450394	0.6046155	1982-1999 –> 2000-2009	0.8807800	0.6840372	6.877694e+01	92.243345	1	4
SO	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	22	0.2083864	7.4254086	288.117977	0.6170004	1982-1999 –> 2000-2009	0.8905245	0.6821381	7.117334e+01	1041.475913	3	5
SO	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	22	0.2123458	8.2535629	309.007838	0.6045110	1982-1999 –> 2000-2009	0.8972528	0.6849071	7.219595e+01	999.711720	4	8
SO	(26,26.5]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	22	0.3006066	21.5473679	15.522364	0.6160933	1982-1999 –> 2000-2009	0.9882493	0.6876427	8.368109e+01	55.003059	5	10
SO	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	22	0.3226673	26.6634162	25.221251	0.5602730	1982-1999 –> 2000-2009	1.0702536	0.7475863	9.480900e+01	127.349530	6	12
SO	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	22	0.6050579	54.3263274	328.007552	1.2571621	1982-1999 –> 2000-2009	1.4107970	0.8057390	1.260676e+02	1058.816706	7	14
SO	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	22	0.6563230	57.9048000	359.740300	1.4151918	1982-1999 –> 2000-2009	1.4683157	0.8119927	1.300172e+02	1308.246632	8	16
SO	(26,26.5]	4	cstar_tref ~ sal + temp + aou + nitrate	22	0.7176944	59.8379949	21.890197	1.6682007	1982-1999 –> 2000-2009	1.6299814	0.9122870	1.355406e+02	70.426018	9	18
SO	(26,26.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	22	1.0809614	77.8587318	18.730340	3.4126674	1982-1999 –> 2000-2009	2.0052430	0.9242816	1.541883e+02	70.160201	11	21
SO	(26,26.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	8	0.1157771	0.2056053	614.084138	0.2332927	2000-2009 –> 2010-2019	1.1967385	1.0809614	7.806434e+01	632.814478	1	2
SO	(26,26.5]	3	cstar_tref ~ temp + nitrate + phosphate_star	8	0.1556071	2.9362774	47.587008	0.2403272	2000-2009 –> 2010-2019	1.4602894	1.3046824	8.707180e+01	61.089062	7	9
SO	(26,26.5]	4	cstar_tref ~ sal + temp + nitrate + silicate	8	0.1912550	8.2366573	347.795412	0.4131231	2000-2009 –> 2010-2019	1.5753933	1.3841382	9.697337e+01	356.281583	11	14
SO	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	8	0.1193721	0.6948640	708.534755	0.2407674	2000-2009 –> 2010-2019	1.6947039	1.5753318	9.512466e+01	731.032509	2	6
SO	(26,26.5]	3	cstar_tref ~ temp + aou + nitrate	8	0.1591790	3.2994044	70.577226	0.2398678	2000-2009 –> 2010-2019	1.7901107	1.6309317	9.725536e+01	92.086464	8	13
SO	(26,26.5]	3	cstar_tref ~ sal + temp + nitrate	8	0.3354980	15.2287875	123.763339	0.5674844	2000-2009 –> 2010-2019	2.1655243	1.8300263	1.142526e+02	129.412110	18	24
SO	(26,26.5]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	8	0.1481600	4.1516125	387.270212	0.3198955	2000-2009 –> 2010-2019	2.3105440	2.1623841	1.125182e+02	398.869606	4	12
SO	(26,26.5]	3	cstar_tref ~ aou + nitrate + phosphate_star	8	0.1641479	3.7912219	327.945964	0.2402472	2000-2009 –> 2010-2019	2.3214362	2.1572883	1.100540e+02	442.244442	9	16
SO	(26,26.5]	4	cstar_tref ~ sal + aou + nitrate + silicate	8	0.1372555	2.9284418	401.981097	0.2944961	2000-2009 –> 2010-2019	2.4314018	2.2941463	1.138976e+02	419.763490	3	12
SO	(26,26.5]	3	cstar_tref ~ aou + nitrate + silicate	8	0.1504255	2.3944143	61.021460	0.3100982	2000-2009 –> 2010-2019	2.5559234	2.4054979	1.134490e+02	66.896278	5	16
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	95	1.2443630	325.1368321	53.120433	3.3104895	1982-1999 –> 2000-2009	2.5344166	1.2900536	6.303471e+02	99.242104	1	2
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	95	1.2609827	327.6576756	50.944594	3.4238566	1982-1999 –> 2000-2009	2.5524502	1.2914675	6.330586e+02	204.207885	5	7
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	95	1.2811824	330.6771666	54.283682	3.3375642	1982-1999 –> 2000-2009	2.5849048	1.3037224	6.377214e+02	177.208508	6	9
SO	(26.5,26.75]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	95	1.3037277	331.9915734	50.405730	2.9920989	1982-1999 –> 2000-2009	2.6129993	1.3092716	6.377748e+02	94.001367	9	13
SO	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	95	1.2505629	326.0811341	55.875777	3.4992317	1982-1999 –> 2000-2009	2.6540597	1.4034968	6.459567e+02	180.642755	2	8
SO	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	95	1.2514930	326.2224027	73.425732	3.4801192	1982-1999 –> 2000-2009	2.6597897	1.4082966	6.466920e+02	260.914930	3	10
SO	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	95	1.2522155	324.3320515	27.189998	3.4274602	1982-1999 –> 2000-2009	2.6605130	1.4082975	6.428017e+02	53.139497	4	12
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	95	1.3527034	340.9982965	56.992762	3.5331615	1982-1999 –> 2000-2009	2.7253490	1.3726456	6.570064e+02	201.232325	12	17
SO	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	95	1.2845927	329.1822497	43.981867	3.5454369	1982-1999 –> 2000-2009	2.7334600	1.4488673	6.525936e+02	196.341027	7	16
SO	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	95	1.3012145	331.6249472	54.274811	3.4480896	1982-1999 –> 2000-2009	2.7588796	1.4576652	6.560897e+02	176.438909	8	18
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	23	0.6711867	60.9306079	90.459561	1.5655955	2000-2009 –> 2010-2019	1.9155497	1.2443630	3.860674e+02	143.579994	4	5
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	23	0.6578918	60.0102921	86.441181	1.4130519	2000-2009 –> 2010-2019	1.9188745	1.2609827	3.876680e+02	137.385775	2	7
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	23	0.6580793	60.0234019	99.241726	1.4095862	2000-2009 –> 2010-2019	1.9392617	1.2811824	3.907006e+02	153.525408	3	9
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	23	0.6576319	59.9921149	61.293995	1.4355823	2000-2009 –> 2010-2019	2.0103353	1.3527034	4.009904e+02	118.286756	1	13
SO	(26.5,26.75]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	23	0.7241296	62.4230697	79.266788	1.6838128	2000-2009 –> 2010-2019	2.0278574	1.3037277	3.944146e+02	129.672517	6	15
SO	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	23	0.6725915	61.0267858	742.336285	1.5109717	2000-2009 –> 2010-2019	2.1798021	1.5072106	4.225746e+02	1225.028295	5	20
SO	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	23	1.1950226	87.4667675	77.712869	2.3670832	2000-2009 –> 2010-2019	2.4465157	1.2514930	4.136892e+02	151.138601	7	10
SO	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	23	1.2003125	87.6699403	93.362568	2.3308426	2000-2009 –> 2010-2019	2.4508753	1.2505629	4.137511e+02	149.238346	9	11
SO	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	23	1.2040224	85.8118985	71.500368	2.3355602	2000-2009 –> 2010-2019	2.4562379	1.2522155	4.101440e+02	98.690366	11	15
SO	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	23	1.1962641	85.5145327	48.619396	2.2884511	2000-2009 –> 2010-2019	2.4808569	1.2845927	4.146968e+02	92.601263	8	15
SO	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	286	2.0035604	1223.1304089	55.400147	7.7966925	1982-1999 –> 2000-2009	3.8169966	1.8134361	2.502024e+03	112.538055	1	2
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	286	2.0387040	1233.0766394	53.768059	8.0093509	1982-1999 –> 2000-2009	3.8721201	1.8334161	2.518852e+03	105.984770	2	6
SO	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	286	2.0790998	1244.2996686	32.295744	8.0604093	1982-1999 –> 2000-2009	3.9344206	1.8553208	2.537533e+03	55.563150	5	12
SO	(26.75,27]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	286	2.0797157	1242.4690940	28.542820	8.1484474	1982-1999 –> 2000-2009	3.9438371	1.8641213	2.536674e+03	48.417013	6	14
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	286	2.0704393	1241.9120176	50.525652	8.1764362	1982-1999 –> 2000-2009	3.9484004	1.8779611	2.542763e+03	112.310780	4	15
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	286	2.0651192	1240.4403341	31.434793	7.3149422	1982-1999 –> 2000-2009	4.0101578	1.9450386	2.563331e+03	53.652780	3	17
SO	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	286	2.1977741	1276.0514270	57.937469	7.9487615	1982-1999 –> 2000-2009	4.0162915	1.8185174	2.556702e+03	119.623299	8	10
SO	(26.75,27]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	286	2.2194790	1279.6727007	52.761734	7.3891510	1982-1999 –> 2000-2009	4.0480845	1.8286055	2.561798e+03	108.767045	11	14
SO	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	286	2.2106370	1279.3894057	49.627554	8.2174104	1982-1999 –> 2000-2009	4.0515231	1.8408861	2.567718e+03	101.468096	9	14
SO	(26.75,27]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	286	2.2118314	1277.6983780	20.431114	8.2936207	1982-1999 –> 2000-2009	4.0832641	1.8714327	2.574362e+03	36.167038	10	19
SO	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	157	1.5292351	592.9237568	66.660546	4.4271722	2000-2009 –> 2010-2019	3.5327956	2.0035604	1.816054e+03	122.060693	2	3
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	157	1.5043058	587.7628059	30.123771	4.5278129	2000-2009 –> 2010-2019	3.5694250	2.0651192	1.828203e+03	61.558564	1	4
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	157	1.5683772	600.8597086	66.462271	4.6907508	2000-2009 –> 2010-2019	3.6070812	2.0387040	1.833936e+03	120.230330	3	5
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	157	1.5979686	606.7289219	64.887989	4.9172240	2000-2009 –> 2010-2019	3.6684079	2.0704393	1.848641e+03	115.413640	4	8
SO	(26.75,27]	4	cstar_tref ~ sal + temp + aou + nitrate	157	1.7325319	630.1160363	26.804864	5.2968142	2000-2009 –> 2010-2019	3.8380027	2.1054707	1.879625e+03	51.063067	5	12
SO	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	157	1.8130467	646.3794226	23.507723	5.4711128	2000-2009 –> 2010-2019	3.8921465	2.0790998	1.890679e+03	55.803466	10	15
SO	(26.75,27]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	157	1.8165540	644.9862619	23.403111	5.4215650	2000-2009 –> 2010-2019	3.8962697	2.0797157	1.887455e+03	51.945931	11	17
SO	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	157	1.7543213	636.0404650	56.316237	6.4974684	2000-2009 –> 2010-2019	3.9520954	2.1977741	1.912092e+03	114.253706	6	14
SO	(26.75,27]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	157	1.7544601	634.0653105	48.163308	6.4909712	2000-2009 –> 2010-2019	3.9739391	2.2194790	1.913738e+03	100.925042	7	18
SO	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	157	1.7789941	640.4257950	45.587897	6.5601709	2000-2009 –> 2010-2019	3.9896311	2.2106370	1.919815e+03	95.215452	8	17
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	871	1.8548931	3562.0456577	41.995511	6.9772931	1982-1999 –> 2000-2009	3.5334620	1.6785689	6.880363e+03	78.285245	1	2
SO	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	871	1.9355847	3636.2241559	246.405494	9.7153154	1982-1999 –> 2000-2009	3.8723342	1.9367496	7.198618e+03	526.795118	2	4
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	871	1.9804772	3676.1654418	325.757861	9.9406434	1982-1999 –> 2000-2009	3.9842059	2.0037287	7.296561e+03	706.510233	3	7
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	871	2.0129781	3704.5207066	235.436773	9.6128020	1982-1999 –> 2000-2009	4.0190976	2.0061195	7.326951e+03	509.156684	4	9
SO	(27,27.25]	4	cstar_tref ~ sal + temp + aou + nitrate	871	2.0512101	3735.2958057	32.001768	8.3578970	1982-1999 –> 2000-2009	4.0585537	2.0073436	7.356767e+03	60.665788	5	11
SO	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	871	2.0643916	3748.4544440	209.814777	11.0526565	1982-1999 –> 2000-2009	4.0729744	2.0085829	7.372978e+03	414.360736	6	13
SO	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	871	2.1364706	3808.2393405	201.971297	11.1862391	1982-1999 –> 2000-2009	4.1836615	2.0471908	7.465244e+03	376.136221	10	18
SO	(27,27.25]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	871	2.0824452	3761.6224221	198.133529	10.6482375	1982-1999 –> 2000-2009	4.1941094	2.1116643	7.469526e+03	402.311547	7	19
SO	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	871	2.1182140	3793.2896095	176.408768	10.3976573	1982-1999 –> 2000-2009	4.2078268	2.0896127	7.485284e+03	358.132581	9	18
SO	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	871	2.1417096	3812.5057683	235.979258	11.2138233	1982-1999 –> 2000-2009	4.2351438	2.0934342	7.507618e+03	486.368640	11	21
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	434	1.3374761	1498.0394691	62.205612	6.9370095	2000-2009 –> 2010-2019	3.1923692	1.8548931	5.060085e+03	104.201123	4	5
SO	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	434	1.3408346	1500.2163340	230.356260	6.8733311	2000-2009 –> 2010-2019	3.2764193	1.9355847	5.136440e+03	476.761754	5	7
SO	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	434	1.2768118	1457.7484674	190.380532	7.2769203	2000-2009 –> 2010-2019	3.3412033	2.0643916	5.206203e+03	400.195309	1	7
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	434	1.3633518	1514.6719573	298.516946	6.8756333	2000-2009 –> 2010-2019	3.3438290	1.9804772	5.190837e+03	624.274807	8	11
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	434	1.3739219	1521.3756604	223.878311	6.9925659	2000-2009 –> 2010-2019	3.3869000	2.0129781	5.225896e+03	459.315083	10	14
SO	(27,27.25]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	434	1.3408804	1498.2460047	178.130305	6.8254654	2000-2009 –> 2010-2019	3.4233256	2.0824452	5.259868e+03	376.263834	6	13
SO	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	434	1.3054678	1477.0139877	190.689926	7.4543451	2000-2009 –> 2010-2019	3.4471774	2.1417096	5.289520e+03	426.669184	2	13
SO	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	434	1.3140493	1482.7011174	188.188085	7.4898617	2000-2009 –> 2010-2019	3.4505199	2.1364706	5.290940e+03	390.159382	3	13
SO	(27,27.25]	4	cstar_tref ~ sal + temp + aou + nitrate	434	1.4087311	1541.0929948	52.698242	7.6967684	2000-2009 –> 2010-2019	3.4599411	2.0512101	5.276389e+03	84.700011	13	18
SO	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + silicate	434	1.3421863	1499.0909333	51.111409	7.3739005	2000-2009 –> 2010-2019	3.4839494	2.1417631	5.309640e+03	83.451489	7	19
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1381	1.7023178	5402.4666118	616.479531	6.5521668	1982-1999 –> 2000-2009	2.8784518	1.1761340	1.004930e+04	1389.706589	1	3
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1381	1.7060473	5408.5111577	751.010310	6.5207260	1982-1999 –> 2000-2009	2.8897345	1.1836872	1.007410e+04	1618.751366	2	7
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1381	1.7097724	5414.5352553	851.465528	6.5094745	1982-1999 –> 2000-2009	2.9056969	1.1959245	1.011026e+04	1814.269937	3	11
SO	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1381	1.7344901	5454.1788018	432.303686	7.1726388	1982-1999 –> 2000-2009	2.9091282	1.1746381	1.009728e+04	982.326618	6	7
SO	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1381	1.7384793	5460.5239427	447.753948	7.1474781	1982-1999 –> 2000-2009	2.9213256	1.1828463	1.012403e+04	986.659606	8	12
SO	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1381	1.7490212	5475.2218184	341.408072	7.3463675	1982-1999 –> 2000-2009	2.9256125	1.1765912	1.012119e+04	773.788970	10	13
SO	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1381	1.7369554	5458.1018279	607.693072	7.1231855	1982-1999 –> 2000-2009	2.9321667	1.1952113	1.015208e+04	1328.823417	7	14
SO	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1381	1.7548764	5484.4527167	390.309952	7.3272266	1982-1999 –> 2000-2009	2.9394990	1.1846226	1.015036e+04	839.287953	12	18
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1381	1.7181535	5428.0412604	104.146606	6.6059908	1982-1999 –> 2000-2009	2.9443349	1.2261814	1.019697e+04	253.378448	4	17
SO	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1381	1.7538961	5482.9093363	491.653258	7.2893768	1982-1999 –> 2000-2009	2.9499877	1.1960916	1.017704e+04	1061.344882	11	20
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	745	1.7745428	2982.7972128	590.103739	6.3076060	2000-2009 –> 2010-2019	3.4768606	1.7023178	8.385264e+03	1206.583270	1	2
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	745	1.7816788	2988.7769117	692.712475	6.3112074	2000-2009 –> 2010-2019	3.4877261	1.7060473	8.397288e+03	1443.722786	2	4
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	745	1.7963277	3000.9775893	723.314726	6.2318202	2000-2009 –> 2010-2019	3.5061001	1.7097724	8.415513e+03	1574.780253	3	6
SO	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	745	1.7991856	3003.3462219	485.990833	6.0242841	2000-2009 –> 2010-2019	3.5336756	1.7344901	8.457525e+03	918.294519	5	11
SO	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	745	1.8086602	3011.1720674	565.739589	6.0258772	2000-2009 –> 2010-2019	3.5471395	1.7384793	8.471696e+03	1013.493537	7	15
SO	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	745	1.7992029	3001.3605987	412.508969	6.0030019	2000-2009 –> 2010-2019	3.5482242	1.7490212	8.476582e+03	753.917040	6	16
SO	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	745	1.7964648	2999.0913144	599.374018	6.2471962	2000-2009 –> 2010-2019	3.5537263	1.7572614	8.487295e+03	1132.203395	4	18
SO	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	745	1.8188164	3019.5154981	584.852437	6.0483406	2000-2009 –> 2010-2019	3.5557718	1.7369554	8.477617e+03	1192.545510	9	16
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	745	1.8429753	3039.1764953	148.710499	6.1255979	2000-2009 –> 2010-2019	3.5611288	1.7181535	8.467218e+03	252.857105	14	18
SO	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	745	1.8087055	3009.2093951	473.033041	5.9913856	2000-2009 –> 2010-2019	3.5635819	1.7548764	8.493662e+03	863.342994	8	20
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2366	1.3959340	8304.8406093	491.489008	4.9568616	1982-1999 –> 2000-2009	2.5348132	1.1388792	1.530585e+04	925.648052	1	2
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2366	1.4218428	8393.8623250	269.669646	5.2405828	1982-1999 –> 2000-2009	2.5952426	1.1733999	1.553161e+04	495.054186	2	5
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + silicate	2366	1.4461686	8472.1357480	44.347893	4.8525216	1982-1999 –> 2000-2009	2.6251052	1.1789366	1.562912e+04	95.729525	3	8
SO	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	2366	1.4603009	8518.1535301	489.383799	5.2524913	1982-1999 –> 2000-2009	2.6367579	1.1764570	1.566564e+04	906.136065	4	8
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2366	1.4876470	8607.9469339	80.294689	5.1997748	1982-1999 –> 2000-2009	2.7102678	1.2226209	1.593110e+04	199.075693	5	12
SO	(27.5,27.75]	3	cstar_tref ~ aou + nitrate + phosphate	2366	1.5429135	8776.5555260	481.507227	6.2306484	1982-1999 –> 2000-2009	2.7130241	1.1701106	1.589763e+04	855.264157	7	9
SO	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	2366	1.5224341	8715.3262330	16.277288	5.3828036	1982-1999 –> 2000-2009	2.7550301	1.2325959	1.607314e+04	31.113499	6	16
SO	(27.5,27.75]	3	cstar_tref ~ nitrate + phosphate + phosphate_star	2366	1.5832878	8898.7880263	478.996126	6.3892639	1982-1999 –> 2000-2009	2.7779114	1.1946236	1.611341e+04	851.378921	10	16
SO	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + nitrate	2366	1.5638563	8842.3535236	155.291244	7.1118612	1982-1999 –> 2000-2009	2.7911552	1.2272988	1.618073e+04	375.896051	8	16
SO	(27.5,27.75]	3	cstar_tref ~ sal + aou + nitrate	2366	1.5655321	8845.4213388	41.127592	7.3555990	1982-1999 –> 2000-2009	2.7932505	1.2277184	1.618334e+04	91.740020	9	18
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1258	1.7574498	5000.7306132	590.314144	6.2955207	2000-2009 –> 2010-2019	3.1533838	1.3959340	1.330557e+04	1081.803152	1	2
SO	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	1258	1.7630330	5008.7109123	579.109120	6.3951620	2000-2009 –> 2010-2019	3.2233339	1.4603009	1.352686e+04	1068.492918	2	6
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1258	1.8547764	5138.3439862	574.843066	6.0316225	2000-2009 –> 2010-2019	3.2766192	1.4218428	1.353221e+04	844.512711	8	10
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + silicate	1258	1.8597587	5143.0934069	83.664583	6.0132041	2000-2009 –> 2010-2019	3.3059273	1.4461686	1.361523e+04	128.012476	10	13
SO	(27.5,27.75]	3	cstar_tref ~ aou + nitrate + phosphate	1258	1.7694688	5015.8786241	562.995306	6.9470439	2000-2009 –> 2010-2019	3.3123823	1.5429135	1.379243e+04	1044.502533	3	10
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1258	1.8559319	5139.9108511	197.546211	6.6208568	2000-2009 –> 2010-2019	3.3435788	1.4876470	1.374786e+04	277.840901	9	14
SO	(27.5,27.75]	3	cstar_tref ~ nitrate + phosphate + phosphate_star	1258	1.7716780	5019.0179858	560.327958	6.9375864	2000-2009 –> 2010-2019	3.3549658	1.5832878	1.391781e+04	1039.324084	4	14
SO	(27.5,27.75]	4	cstar_tref ~ sal + temp + nitrate + phosphate	1258	1.7716791	5021.0195873	739.540092	6.6291113	2000-2009 –> 2010-2019	3.3764765	1.6047974	1.398566e+04	1368.941785	5	17
SO	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	1258	1.8798169	5170.0840373	18.502907	6.2088615	2000-2009 –> 2010-2019	3.4022510	1.5224341	1.388541e+04	34.780195	15	21
SO	(27.5,27.75]	3	cstar_tref ~ temp + nitrate + phosphate	1258	1.7745173	5023.0468656	570.156977	6.9087919	2000-2009 –> 2010-2019	3.4286773	1.6541600	1.412905e+04	1058.628759	6	21
SO	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	923	1.1946116	2961.6183580	950.894772	5.9190063	1982-1999 –> 2000-2009	2.2030370	1.0084253	5.673269e+03	1236.452161	1	2
SO	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	923	1.2195244	2997.7194467	924.311944	6.4022760	1982-1999 –> 2000-2009	2.2316723	1.0121478	5.714334e+03	1205.056468	2	4
SO	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	923	1.2249702	3005.9443831	933.851361	5.9320260	1982-1999 –> 2000-2009	2.2417599	1.0167897	5.731207e+03	1219.380265	3	6
SO	(27.75,27.85]	3	cstar_tref ~ aou + nitrate + phosphate_star	923	1.2289222	3009.8904229	922.897653	6.0579998	1982-1999 –> 2000-2009	2.2608175	1.0318953	5.761025e+03	1201.482024	4	8
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	923	1.2536310	3050.6380525	265.300926	6.9040853	1982-1999 –> 2000-2009	2.2967891	1.0431581	5.826290e+03	362.886081	6	11
SO	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + silicate	923	1.3078974	3126.8653994	155.998381	7.1330286	1982-1999 –> 2000-2009	2.3517199	1.0438225	5.901720e+03	216.611392	10	16
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	923	1.3031741	3122.1867470	64.080359	7.3783158	1982-1999 –> 2000-2009	2.3839433	1.0807692	5.964783e+03	106.254280	9	16
SO	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + phosphate	923	1.2438184	3034.1318370	815.561639	6.7719791	1982-1999 –> 2000-2009	2.3852697	1.1414514	5.977974e+03	1297.461138	5	16
SO	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	923	1.3340098	3163.3580229	41.293280	7.2954277	1982-1999 –> 2000-2009	2.4154897	1.0814798	6.005196e+03	64.097422	20	28
SO	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	923	1.3175659	3140.4615007	100.308523	7.3338260	1982-1999 –> 2000-2009	2.4254980	1.1079322	6.027972e+03	179.790578	11	20
SO	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	627	1.8197095	2542.0897337	976.698582	7.2062182	2000-2009 –> 2010-2019	3.0392339	1.2195244	5.539809e+03	1901.010526	1	2
SO	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	627	1.8637065	2572.0482163	981.694163	5.8905590	2000-2009 –> 2010-2019	3.0886766	1.2249702	5.577993e+03	1915.545524	2	4
SO	(27.75,27.85]	3	cstar_tref ~ aou + nitrate + phosphate_star	627	1.8910136	2588.2886238	942.306251	6.2509332	2000-2009 –> 2010-2019	3.1199358	1.2289222	5.598179e+03	1865.203904	3	6
SO	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + phosphate	627	1.9615391	2636.2056356	932.847549	6.4430234	2000-2009 –> 2010-2019	3.2053575	1.2438184	5.670337e+03	1748.409188	4	8
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	627	1.9965224	2660.3731397	394.240433	6.5736404	2000-2009 –> 2010-2019	3.2501534	1.2536310	5.711011e+03	659.541359	5	10
SO	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	627	2.0029103	2662.3789408	188.454864	6.8715642	2000-2009 –> 2010-2019	3.3204762	1.3175659	5.802840e+03	288.763387	8	18
SO	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate	627	2.0004801	2660.8564515	648.929854	5.8860455	2000-2009 –> 2010-2019	3.3240909	1.3236108	5.809768e+03	1092.075793	6	17
SO	(27.75,27.85]	3	cstar_tref ~ temp + nitrate + phosphate	627	2.0008804	2659.1073817	551.788551	5.8405026	2000-2009 –> 2010-2019	3.3248546	1.3239742	5.806526e+03	969.249791	7	19
SO	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	627	2.0436126	2687.6066719	639.113562	7.1580184	2000-2009 –> 2010-2019	3.3445536	1.3009410	5.804627e+03	1188.768367	9	16
SO	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + silicate	627	2.0517803	2692.6085706	245.090333	7.0195094	2000-2009 –> 2010-2019	3.3463258	1.2945455	5.800532e+03	414.111391	11	17
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1043	1.4593401	3762.3811716	237.540282	6.3633617	1982-1999 –> 2000-2009	2.5615665	1.1022264	7.075786e+03	719.574440	3	6
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1043	1.4623212	3766.6380077	220.512630	6.3681739	1982-1999 –> 2000-2009	2.5634553	1.1011341	7.077885e+03	778.087433	4	5
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1043	1.4552121	3756.4721538	163.964006	6.3071748	1982-1999 –> 2000-2009	2.5741284	1.1189163	7.102579e+03	602.428945	2	7
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1043	1.4734328	3782.4287843	135.071193	6.7802734	1982-1999 –> 2000-2009	2.5754002	1.1019674	7.095322e+03	306.059179	7	9
SO	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1043	1.4753761	3783.1782191	95.520988	6.5907267	1982-1999 –> 2000-2009	2.5776383	1.1022622	7.094654e+03	238.399607	9	13
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1043	1.4536716	3754.2627908	144.693995	6.2552259	1982-1999 –> 2000-2009	2.5842883	1.1306166	7.123006e+03	597.329667	1	7
SO	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1043	1.4741306	3781.4164973	236.938980	6.7528663	1982-1999 –> 2000-2009	2.6184044	1.1442737	7.174287e+03	711.615997	8	17
SO	(27.85,27.95]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1043	1.4760585	3784.1427403	218.380308	6.7504145	1982-1999 –> 2000-2009	2.6192051	1.1431467	7.174868e+03	764.460349	10	18
SO	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1043	1.4804203	3790.2978617	132.364679	6.6833029	1982-1999 –> 2000-2009	2.6201512	1.1397310	7.174512e+03	303.188798	11	18
SO	(27.85,27.95]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1043	1.4719546	3778.3350061	148.591304	6.7145055	1982-1999 –> 2000-2009	2.6244993	1.1525447	7.186877e+03	582.012120	5	17
SO	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	824	1.6584655	3186.1219521	878.597602	6.7338226	2000-2009 –> 2010-2019	3.0457435	1.3872780	6.842866e+03	1382.139703	2	4
SO	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	824	1.6570647	3184.7294805	927.914679	6.7171720	2000-2009 –> 2010-2019	3.0461729	1.3891081	6.844224e+03	1423.758372	1	4
SO	(27.85,27.95]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	824	1.6625742	3190.1996756	936.156224	6.7787672	2000-2009 –> 2010-2019	3.0493954	1.3868212	6.846257e+03	1530.107639	3	4
SO	(27.85,27.95]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	824	1.7461058	3268.9862234	870.589200	8.6626212	2000-2009 –> 2010-2019	3.4233439	1.6772381	7.319664e+03	1364.907107	4	24
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	824	2.0254702	3515.5721704	199.073483	7.0448351	2000-2009 –> 2010-2019	3.4791418	1.4536716	7.269835e+03	343.767478	9	13
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	824	2.0285141	3518.0469201	230.627989	7.0753547	2000-2009 –> 2010-2019	3.4837262	1.4552121	7.274519e+03	394.591995	10	15
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	824	2.0305325	3519.6859076	325.600513	7.0625426	2000-2009 –> 2010-2019	3.4898726	1.4593401	7.282067e+03	563.140795	11	17
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	824	2.0354085	3523.6386018	313.172846	7.0912199	2000-2009 –> 2010-2019	3.4977297	1.4623212	7.290277e+03	533.685476	13	20
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	824	2.0323568	3521.1658602	201.289152	8.6101580	2000-2009 –> 2010-2019	3.5057896	1.4734328	7.303595e+03	336.360345	12	22
SO	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	824	2.0568833	3538.9349159	134.298700	7.2186818	2000-2009 –> 2010-2019	3.5322594	1.4753761	7.322113e+03	229.819688	14	26
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1364	1.3025995	4606.0435102	209.125926	5.5566909	1982-1999 –> 2000-2009	2.3557565	1.0531570	8.764563e+03	443.959878	1	5
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1364	1.3148813	4631.6444725	401.014187	5.4444113	1982-1999 –> 2000-2009	2.3611644	1.0462832	8.771711e+03	884.734414	3	4
SO	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1364	1.3040918	4607.1670305	208.377594	5.5618833	1982-1999 –> 2000-2009	2.3618697	1.0577779	8.776024e+03	396.973914	2	9
SO	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1364	1.3149147	4629.7138385	394.119200	5.4366786	1982-1999 –> 2000-2009	2.3643364	1.0494216	8.776221e+03	860.094848	4	6
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1364	1.3177296	4637.5474603	373.775743	5.3695209	1982-1999 –> 2000-2009	2.3703840	1.0526545	8.794722e+03	949.062125	5	8
SO	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1364	1.3177842	4635.6606203	373.729060	5.3577565	1982-1999 –> 2000-2009	2.3726778	1.0548935	8.796823e+03	819.110373	6	11
SO	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1364	1.3209796	4642.2673706	145.045997	5.1693901	1982-1999 –> 2000-2009	2.3775132	1.0565336	8.807808e+03	371.741567	7	13
SO	(27.95,28.05]	3	cstar_tref ~ aou + nitrate + phosphate_star	1364	1.3209998	4640.3091489	136.185494	5.1733739	1982-1999 –> 2000-2009	2.3793732	1.0583734	8.808752e+03	261.144450	8	16
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1364	1.3323412	4667.6303979	328.036066	5.4652512	1982-1999 –> 2000-2009	2.4135213	1.0811801	8.900153e+03	813.085653	9	18
SO	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1364	1.3339241	4668.8694223	297.244048	5.4131173	1982-1999 –> 2000-2009	2.4160206	1.0820965	8.901779e+03	699.641246	10	20
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1730	1.3226747	5891.1370278	212.968682	6.2996842	2000-2009 –> 2010-2019	2.6252742	1.3025995	1.049718e+04	422.094608	1	2
SO	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1730	1.3787007	6032.6769973	211.152286	7.1044653	2000-2009 –> 2010-2019	2.6827925	1.3040918	1.063984e+04	419.529880	2	4
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1730	1.3821118	6043.2270073	604.757061	6.9580807	2000-2009 –> 2010-2019	2.6969931	1.3148813	1.067487e+04	1005.771248	3	6
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1730	1.3885781	6059.3771155	821.630556	6.9827004	2000-2009 –> 2010-2019	2.7063077	1.3177296	1.069692e+04	1195.406299	4	9
SO	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1730	1.3942689	6071.5282769	194.099244	7.0174275	2000-2009 –> 2010-2019	2.7152485	1.3209796	1.071380e+04	339.145240	5	12
SO	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1730	1.4048531	6097.6945120	572.890243	6.8881758	2000-2009 –> 2010-2019	2.7197678	1.3149147	1.072741e+04	967.009443	7	11
SO	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1730	1.4084165	6106.4597659	791.686385	6.9234187	2000-2009 –> 2010-2019	2.7262007	1.3177842	1.074212e+04	1165.415445	9	15
SO	(27.95,28.05]	3	cstar_tref ~ aou + nitrate + phosphate_star	1730	1.4107985	6110.3066403	193.673377	7.0225712	2000-2009 –> 2010-2019	2.7317983	1.3209998	1.075062e+04	329.858871	10	18
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1730	1.4018004	6092.1680721	570.943710	6.9941894	2000-2009 –> 2010-2019	2.7341417	1.3323412	1.075980e+04	898.979775	6	15
SO	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1730	1.4196097	6133.8489756	556.114658	6.8634325	2000-2009 –> 2010-2019	2.7535338	1.3339241	1.080272e+04	853.358706	11	21
SO	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	862	0.9213869	2319.0971685	351.756619	4.5653923	1982-1999 –> 2000-2009	1.7893221	0.8679352	4.890252e+03	853.044991	1	2
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	862	0.9262503	2328.1730289	434.684633	4.7094650	1982-1999 –> 2000-2009	1.8062291	0.8799788	4.926917e+03	1049.521569	2	5
SO	(28.05,28.1]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	862	0.9459244	2362.4083159	314.040678	4.6811406	1982-1999 –> 2000-2009	1.8151681	0.8692437	4.934580e+03	633.355083	5	7
SO	(28.05,28.1]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	862	0.9496816	2369.2425437	379.746824	4.8062393	1982-1999 –> 2000-2009	1.8305521	0.8808705	4.968014e+03	699.743955	6	10
SO	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	862	0.9269513	2329.4773373	344.235713	4.7399936	1982-1999 –> 2000-2009	1.8346336	0.9076823	4.990277e+03	798.662691	3	12
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	862	0.9515337	2374.6013781	314.222426	4.9998331	1982-1999 –> 2000-2009	1.8512323	0.8996986	5.017714e+03	832.331501	7	14
SO	(28.05,28.1]	4	cstar_tref ~ temp + aou + nitrate + phosphate	862	0.9705822	2406.7727659	291.360412	5.0878392	1982-1999 –> 2000-2009	1.8710871	0.9005050	5.049679e+03	613.837065	11	19
SO	(28.05,28.1]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	862	0.9567036	2381.9429309	318.063023	4.9958904	1982-1999 –> 2000-2009	1.8723770	0.9156734	5.058291e+03	573.916076	8	18
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	862	0.9940935	2450.0370840	108.071329	4.8994784	1982-1999 –> 2000-2009	1.8788436	0.8847501	5.059607e+03	347.194461	13	18
SO	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	862	0.9376391	2347.2414261	295.861552	5.1087762	1982-1999 –> 2000-2009	1.8839874	0.9463483	5.089557e+03	747.923492	4	17
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1029	1.1540677	3229.0720698	533.958905	6.1029201	2000-2009 –> 2010-2019	2.0803179	0.9262503	5.557245e+03	968.643537	1	3
SO	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1029	1.1593641	3238.4953762	395.434396	6.1187421	2000-2009 –> 2010-2019	2.0807510	0.9213869	5.557593e+03	747.191015	2	3
SO	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1029	1.1688525	3255.2698327	211.765912	5.9613288	2000-2009 –> 2010-2019	2.0958038	0.9269513	5.584747e+03	556.001625	3	6
SO	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1029	1.1732226	3260.9499189	205.048208	5.7747786	2000-2009 –> 2010-2019	2.1108617	0.9376391	5.608191e+03	500.909760	4	8
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1029	1.1759478	3267.7247693	404.172944	6.3695092	2000-2009 –> 2010-2019	2.1274815	0.9515337	5.642326e+03	718.395370	5	12
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1029	1.1773593	3270.1934463	445.375816	6.4126936	2000-2009 –> 2010-2019	2.1444467	0.9670875	5.672747e+03	812.686986	6	16
SO	(28.05,28.1]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1029	1.2867290	3451.0041022	490.200639	7.0970350	2000-2009 –> 2010-2019	2.2364106	0.9496816	5.820247e+03	869.947463	12	18
SO	(28.05,28.1]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1029	1.2912342	3458.1971508	377.804192	7.1396360	2000-2009 –> 2010-2019	2.2371585	0.9459244	5.820605e+03	691.844869	13	18
SO	(28.05,28.1]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1029	1.2808413	3441.5656810	194.098316	7.0809650	2000-2009 –> 2010-2019	2.2375449	0.9567036	5.823509e+03	512.161339	11	19
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1029	1.2464243	3387.5094782	78.708327	6.3228483	2000-2009 –> 2010-2019	2.2405178	0.9940935	5.837547e+03	186.779656	8	21
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	505	0.4747779	694.7707061	445.458352	2.4951928	1982-1999 –> 2000-2009	0.8431893	0.3684114	1.114020e+03	1135.558163	1	2
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + nitrate	505	0.4930474	730.9064491	138.560731	2.5427527	1982-1999 –> 2000-2009	0.8642913	0.3712439	1.155539e+03	259.282291	4	6
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	505	0.4870261	720.4960116	449.234485	2.5650089	1982-1999 –> 2000-2009	0.8700466	0.3830204	1.177234e+03	997.099705	2	5
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	505	0.5112429	767.5083161	130.424352	2.7409589	1982-1999 –> 2000-2009	0.8946233	0.3833804	1.223152e+03	251.323480	5	9
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + nitrate + silicate	505	0.4870284	718.5006910	24.094833	2.5659466	1982-1999 –> 2000-2009	0.9119308	0.4249024	1.273274e+03	49.521110	3	10
SO	(28.1,28.15]	4	cstar_tref ~ temp + aou + nitrate + silicate	505	0.5216666	787.8940598	31.535831	2.2430457	1982-1999 –> 2000-2009	0.9171843	0.3955177	1.273583e+03	79.490981	6	11
SO	(28.1,28.15]	3	cstar_tref ~ temp + aou + nitrate	505	0.5228396	788.1625962	15.655240	2.1816630	1982-1999 –> 2000-2009	0.9373882	0.4145486	1.317155e+03	33.402650	7	13
SO	(28.1,28.15]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	505	0.5292046	802.3839214	281.693387	2.1395036	1982-1999 –> 2000-2009	0.9854081	0.4562035	1.425678e+03	676.140041	8	18
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + nitrate + phosphate	505	0.5460121	833.9625930	483.341267	2.9429575	1982-1999 –> 2000-2009	0.9957579	0.4497459	1.443513e+03	1090.469914	9	18
SO	(28.1,28.15]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	505	0.5762543	888.4095563	23.507682	2.5979206	1982-1999 –> 2000-2009	1.0025219	0.4262677	1.446275e+03	60.674160	12	20
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	352	0.5384157	577.0691448	452.952128	2.3815974	2000-2009 –> 2010-2019	1.0254418	0.4870261	1.297565e+03	902.186613	1	3
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	352	0.5509539	593.2753659	389.762714	2.3592581	2000-2009 –> 2010-2019	1.0257318	0.4747779	1.288046e+03	835.221066	2	3
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + nitrate + silicate	352	0.5511670	591.5477063	23.646478	2.3327358	2000-2009 –> 2010-2019	1.0381954	0.4870284	1.310048e+03	47.741312	3	6
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + nitrate	352	0.5930602	643.1213077	139.193274	2.1915329	2000-2009 –> 2010-2019	1.0861076	0.4930474	1.374028e+03	277.754005	7	11
SO	(28.1,28.15]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	352	0.5925862	642.5584439	634.963191	1.9116815	2000-2009 –> 2010-2019	1.0911893	0.4986031	1.384782e+03	1405.583100	6	11
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	352	0.5964433	647.1258431	157.622940	2.3645158	2000-2009 –> 2010-2019	1.1076862	0.5112429	1.414634e+03	288.047293	8	15
SO	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	352	0.5708816	616.2890756	33.110539	2.3671567	2000-2009 –> 2010-2019	1.1179759	0.5470943	1.452251e+03	66.632707	4	18
SO	(28.1,28.15]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	352	0.5889209	638.1905242	206.567362	1.7196691	2000-2009 –> 2010-2019	1.1181255	0.5292046	1.440574e+03	488.260750	5	17
SO	(28.1,28.15]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	352	0.6101199	663.0864982	858.598660	1.9351769	2000-2009 –> 2010-2019	1.1187278	0.5086079	1.425376e+03	1672.519360	10	16
SO	(28.1,28.15]	4	cstar_tref ~ temp + aou + nitrate + phosphate	352	0.6130495	666.4587397	638.047171	1.9279890	2000-2009 –> 2010-2019	1.1248629	0.5118135	1.435094e+03	1411.605672	11	19
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1557	1.0083807	4458.5633726	662.290517	5.5902340	1982-1999 –> 2000-2009	1.9265455	0.9181648	9.886817e+03	1255.786100	1	5
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1557	1.0131088	4473.1301053	988.774707	5.6611046	1982-1999 –> 2000-2009	1.9267318	0.9136231	9.881251e+03	1545.087032	3	4
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1557	1.0095891	4462.2927289	889.464485	5.6252436	1982-1999 –> 2000-2009	1.9277049	0.9181158	9.890330e+03	1500.128986	2	5
SO	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1557	1.0136117	4472.6754667	621.877278	5.6988977	1982-1999 –> 2000-2009	1.9342472	0.9206355	9.909840e+03	1113.384369	4	14
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1557	1.0197307	4493.4176828	394.391145	5.8132394	1982-1999 –> 2000-2009	1.9383182	0.9185875	9.923541e+03	779.996709	5	10
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1557	1.0267517	4514.7846541	488.527166	5.9193877	1982-1999 –> 2000-2009	1.9463801	0.9196284	9.949505e+03	978.491590	6	14
SO	(28.1,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1557	1.0759650	4658.5752441	480.529302	5.7387682	1982-1999 –> 2000-2009	1.9946166	0.9186516	1.008698e+04	799.565071	7	13
SO	(28.1,28.2]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1557	1.0809702	4673.0274590	516.771841	5.8181376	1982-1999 –> 2000-2009	1.9996586	0.9186884	1.010160e+04	883.012581	8	15
SO	(28.1,28.2]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1557	1.0951023	4713.4746043	788.530041	5.9151560	1982-1999 –> 2000-2009	2.0127953	0.9176930	1.013764e+04	1256.729268	9	11
SO	(28.1,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1557	1.0952933	4714.0175569	310.380434	5.9901205	1982-1999 –> 2000-2009	2.0149952	0.9197019	1.014706e+04	558.957458	10	19
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1851	0.8593776	4705.8838800	727.323549	5.2363562	2000-2009 –> 2010-2019	1.8724864	1.0131088	9.179014e+03	1716.098256	1	4
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1851	0.8638842	4725.2467802	642.572089	5.0030508	2000-2009 –> 2010-2019	1.8734733	1.0095891	9.187540e+03	1532.036574	6	8
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1851	0.8671703	4739.3017059	490.471181	4.9887410	2000-2009 –> 2010-2019	1.8755510	1.0083807	9.197865e+03	1152.761699	9	10
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1851	0.8629861	4721.3958398	353.296816	5.0251256	2000-2009 –> 2010-2019	1.8827168	1.0197307	9.214814e+03	747.687961	4	9
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1851	0.8631515	4722.1053205	399.155684	5.0281266	2000-2009 –> 2010-2019	1.8899032	1.0267517	9.236890e+03	887.682850	5	11
SO	(28.1,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1851	0.8702646	4750.4879110	471.407843	4.8830075	2000-2009 –> 2010-2019	1.9462296	1.0759650	9.409063e+03	951.937145	13	20
SO	(28.1,28.2]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1851	0.8697006	4748.0881352	521.436111	4.8845127	2000-2009 –> 2010-2019	1.9506708	1.0809702	9.421116e+03	1038.207952	10	18
SO	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1851	0.9450134	5055.5394230	390.865983	6.3503546	2000-2009 –> 2010-2019	1.9586251	1.0136117	9.528215e+03	1012.743261	26	30
SO	(28.1,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1851	0.8700248	4749.4678816	348.869870	4.8865456	2000-2009 –> 2010-2019	1.9653181	1.0952933	9.463485e+03	659.250303	12	22
SO	(28.1,28.2]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1851	0.8698405	4748.6836727	373.515907	4.8831785	2000-2009 –> 2010-2019	1.9711252	1.1012847	9.479689e+03	712.778102	11	23
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	672	0.3268645	418.1798299	340.771124	1.7884569	1982-1999 –> 2000-2009	0.6742559	0.3473913	1.032494e+03	1173.268173	2	3
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	672	0.3239847	406.2861740	251.471059	1.6873807	1982-1999 –> 2000-2009	0.6782007	0.3542160	1.052896e+03	776.818879	1	4
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + silicate	672	0.3269762	416.6389252	11.903776	1.8185228	1982-1999 –> 2000-2009	0.6830420	0.3560658	1.069895e+03	29.039222	3	7
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + nitrate	672	0.3686414	577.8341286	92.671945	2.4891678	1982-1999 –> 2000-2009	0.7228022	0.3541609	1.222185e+03	244.023458	7	9
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	672	0.3636549	559.5302661	65.231409	2.2964536	1982-1999 –> 2000-2009	0.7249504	0.3612955	1.236990e+03	157.378136	5	10
SO	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	672	0.3479939	500.3669561	12.605628	1.2693625	1982-1999 –> 2000-2009	0.7405178	0.3925239	1.315443e+03	54.510624	4	12
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + phosphate	672	0.3643006	561.9147039	288.161842	1.9851173	1982-1999 –> 2000-2009	0.7432399	0.3789393	1.318523e+03	764.172419	6	12
SO	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	672	0.3997107	686.5862769	313.739918	1.4649031	1982-1999 –> 2000-2009	0.8172484	0.4175377	1.604213e+03	839.968344	8	18
SO	(28.15,28.2]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	672	0.4383020	810.4589193	248.592384	2.6757482	1982-1999 –> 2000-2009	0.8282358	0.3899338	1.614545e+03	923.634174	11	18
SO	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + silicate	672	0.4419168	821.4976639	20.426507	2.4417024	1982-1999 –> 2000-2009	0.8429604	0.4010437	1.672219e+03	72.933412	12	21
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	436	0.3512756	339.0417624	451.098431	1.2315595	2000-2009 –> 2010-2019	0.6752603	0.3239847	7.453279e+02	702.569491	1	2
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	436	0.3555380	349.5591324	786.848550	1.2439831	2000-2009 –> 2010-2019	0.6824026	0.3268645	7.677390e+02	1127.619674	2	4
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + silicate	436	0.3668940	374.9754848	32.194612	1.2059391	2000-2009 –> 2010-2019	0.6938702	0.3269762	7.916144e+02	44.098388	4	7
SO	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	436	0.3659458	372.7189535	28.801845	1.2801021	2000-2009 –> 2010-2019	0.7139397	0.3479939	8.730859e+02	41.407472	3	7
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + phosphate	436	0.3868647	421.1931535	534.600973	1.2746709	2000-2009 –> 2010-2019	0.7511653	0.3643006	9.831079e+02	822.762816	6	12
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	436	0.3932831	435.5417965	138.076324	1.3110730	2000-2009 –> 2010-2019	0.7569380	0.3636549	9.950721e+02	203.307733	7	12
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + nitrate	436	0.3965526	442.7610247	225.774469	1.3394949	2000-2009 –> 2010-2019	0.7651940	0.3686414	1.020595e+03	318.446415	8	15
SO	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	436	0.3866014	420.5994347	396.813675	1.3527550	2000-2009 –> 2010-2019	0.7863121	0.3997107	1.107186e+03	710.553594	5	13
SO	(28.15,28.2]	3	cstar_tref ~ sal + temp + nitrate	436	0.4003430	449.0562423	7.855096	1.4294319	2000-2009 –> 2010-2019	0.8117729	0.4114299	1.172481e+03	12.198138	9	18
SO	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + silicate	436	0.4215388	496.0429691	80.772256	1.3988129	2000-2009 –> 2010-2019	0.8396617	0.4181229	1.243155e+03	119.359795	11	21
SO	(28.2, Inf]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	5563	0.7216425	12171.5264950	556.217821	4.9406752	1982-1999 –> 2000-2009	1.2420414	0.5203989	2.106243e+04	1335.276839	9	10
SO	(28.2, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	5563	0.7253095	12227.9200514	692.752281	4.9139409	1982-1999 –> 2000-2009	1.2502589	0.5249493	2.121975e+04	1192.041388	10	12
SO	(28.2, Inf]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	5563	0.7300977	12301.1278962	947.363369	4.9140091	1982-1999 –> 2000-2009	1.2608779	0.5307802	2.142101e+04	1463.004160	11	14
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	5563	0.6836421	11569.6622374	147.259146	4.1447251	1982-1999 –> 2000-2009	1.2820849	0.5984428	2.208038e+04	179.322299	1	5
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	5563	0.6902605	11676.8545098	206.598468	4.1794179	1982-1999 –> 2000-2009	1.2971164	0.6068559	2.234940e+04	388.517711	2	7
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	5563	0.6923167	11709.9482507	94.075897	4.1573853	1982-1999 –> 2000-2009	1.3053514	0.6130348	2.249993e+04	126.817641	3	9
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	5563	0.6978378	11798.3242465	214.228387	4.1592437	1982-1999 –> 2000-2009	1.3216095	0.6237717	2.278957e+04	277.172338	4	11
SO	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + phosphate	5563	0.6992287	11818.4784716	55.385194	3.9274371	1982-1999 –> 2000-2009	1.3586984	0.6594697	2.345284e+04	83.306735	5	15
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	5563	0.7070848	11944.7864578	221.866802	3.8604702	1982-1999 –> 2000-2009	1.3599727	0.6528879	2.346488e+04	409.846264	6	15
SO	(28.2, Inf]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	5563	0.7391943	12436.8940952	556.109098	4.8287195	1982-1999 –> 2000-2009	1.3661638	0.6269695	2.348542e+04	1031.688285	13	21
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3316	0.7298572	7335.9411585	33.656138	3.9745495	2000-2009 –> 2010-2019	1.4134993	0.6836421	1.890560e+04	180.915284	1	2
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	3316	0.7332407	7366.6149617	123.025957	3.9954707	2000-2009 –> 2010-2019	1.4235011	0.6902605	1.904347e+04	329.624425	2	4
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3316	0.7361308	7392.7035929	34.131675	3.9980782	2000-2009 –> 2010-2019	1.4284474	0.6923167	1.910265e+04	128.207572	3	6
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3316	0.7409967	7436.3979230	58.941099	4.0173262	2000-2009 –> 2010-2019	1.4388345	0.6978378	1.923472e+04	273.169487	5	9
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	3316	0.7364373	7395.4649171	133.516432	3.8365206	2000-2009 –> 2010-2019	1.4435221	0.7070848	1.934025e+04	355.383234	4	10
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	3316	0.7478245	7497.2279797	12.117995	4.2730040	2000-2009 –> 2010-2019	1.4621079	0.7142834	1.955471e+04	42.281147	6	13
SO	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + phosphate	3316	0.7911488	7868.7271278	29.417508	3.6613671	2000-2009 –> 2010-2019	1.4903775	0.6992287	1.968721e+04	84.802702	9	14
SO	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + silicate	3316	0.7872712	7836.1423082	8.981333	4.5108778	2000-2009 –> 2010-2019	1.5028368	0.7155656	1.991158e+04	33.325438	8	16
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	3316	0.7835744	7806.9266634	28.771519	5.1146426	2000-2009 –> 2010-2019	1.5235543	0.7399799	2.025764e+04	114.560227	7	21
SO	(28.2, Inf]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	3316	0.8148246	8066.2834612	682.158373	4.5444443	2000-2009 –> 2010-2019	1.5364671	0.7216425	2.023781e+04	1238.376194	11	20
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2028	0.8067769	4898.3587057	458.862966	6.3892195	1982-1999 –> 2000-2009	1.5185095	0.7117326	1.117853e+04	927.870850	1	4
SO	(28.2,28.3]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	2028	0.8332522	5027.3233479	399.371280	6.5675966	1982-1999 –> 2000-2009	1.5236472	0.6903950	1.112870e+04	574.059957	9	10
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2028	0.8067817	4898.3825853	652.847222	6.4016089	1982-1999 –> 2000-2009	1.5257043	0.7189227	1.123693e+04	1340.614915	2	7
SO	(28.2,28.3]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	2028	0.8387993	5054.2353390	847.643684	6.7432875	1982-1999 –> 2000-2009	1.5429001	0.7041008	1.126979e+04	1263.260120	12	14
SO	(28.2,28.3]	4	cstar_tref ~ temp + aou + nitrate + phosphate	2028	0.8378271	5049.5319284	181.712743	6.7237929	1982-1999 –> 2000-2009	1.5496358	0.7118086	1.132832e+04	330.533983	11	15
SO	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2028	0.8089553	4907.2954689	197.713673	6.4686391	1982-1999 –> 2000-2009	1.5540883	0.7451330	1.145182e+04	534.387009	3	10
SO	(28.2,28.3]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	2028	0.8370919	5045.9709220	219.654956	6.7025802	1982-1999 –> 2000-2009	1.5560148	0.7189229	1.138252e+04	353.983897	10	16
SO	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate	2028	0.8107876	4916.4719227	193.820203	6.4668053	1982-1999 –> 2000-2009	1.5573120	0.7465245	1.147183e+04	460.014644	5	13
SO	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	2028	0.8096882	4910.9683336	204.706339	6.4740549	1982-1999 –> 2000-2009	1.5575685	0.7478804	1.147687e+04	533.214246	4	13
SO	(28.2,28.3]	3	cstar_tref ~ sal + nitrate + phosphate	2028	0.8123848	4922.4544509	192.967436	6.4003698	1982-1999 –> 2000-2009	1.5602811	0.7478962	1.148648e+04	443.352701	6	16
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2260	0.6508456	4486.3400823	287.954606	3.1399571	2000-2009 –> 2010-2019	1.4576226	0.8067769	9.384699e+03	746.817572	1	2
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2260	0.6511613	4488.5316219	403.706863	3.0731087	2000-2009 –> 2010-2019	1.4579430	0.8067817	9.386914e+03	1056.554085	2	4
SO	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2260	0.6581886	4535.0500089	261.666393	3.0176351	2000-2009 –> 2010-2019	1.4671439	0.8089553	9.442345e+03	459.380066	3	6
SO	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	2260	0.6685304	4605.5182227	248.241891	3.2561403	2000-2009 –> 2010-2019	1.4782185	0.8096882	9.516487e+03	452.948230	6	10
SO	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate	2260	0.6860767	4722.6203795	258.871058	3.5687890	2000-2009 –> 2010-2019	1.4968642	0.8107876	9.639092e+03	452.691261	11	16
SO	(28.2,28.3]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	2260	0.6676183	4599.3470598	357.499714	3.1499943	2000-2009 –> 2010-2019	1.5008704	0.8332522	9.626670e+03	756.870995	5	12
SO	(28.2,28.3]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	2260	0.6767988	4661.0792430	269.083155	3.4728082	2000-2009 –> 2010-2019	1.5138907	0.8370919	9.707050e+03	488.738111	8	16
SO	(28.2,28.3]	4	cstar_tref ~ temp + aou + nitrate + phosphate	2260	0.6829946	4702.2692390	259.816268	3.5612239	2000-2009 –> 2010-2019	1.5208217	0.8378271	9.751801e+03	441.529011	9	18
SO	(28.2,28.3]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	2260	0.6883354	4737.4766974	830.611959	3.5301151	2000-2009 –> 2010-2019	1.5271346	0.8387993	9.791712e+03	1678.255643	12	22
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2260	0.6582294	4537.3301103	69.920160	3.5748307	2000-2009 –> 2010-2019	1.5281354	0.8699060	9.741260e+03	141.588641	4	18
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	3890	1.0535201	11458.9676293	81.746156	6.0168076	1982-1999 –> 2000-2009	2.0391464	0.9856264	2.622261e+04	157.513156	4	7
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	3890	1.0649236	11542.7275801	475.063997	6.1817082	1982-1999 –> 2000-2009	2.0397125	0.9747889	2.619026e+04	1011.180042	12	14
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3890	1.0530932	11455.8145455	518.424165	5.9684920	1982-1999 –> 2000-2009	2.0418186	0.9887254	2.625243e+04	911.308338	1	6
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3890	1.0536502	11459.9282715	196.040046	6.0466414	1982-1999 –> 2000-2009	2.0419989	0.9883487	2.625254e+04	397.828097	8	12
SO	(28.3, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	3890	1.0536550	11457.9641708	26.132340	6.0541336	1982-1999 –> 2000-2009	2.0424405	0.9887855	2.625322e+04	59.158755	10	16
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	3890	1.0827906	11672.1755549	472.796307	7.1560986	1982-1999 –> 2000-2009	2.0493171	0.9665265	2.623031e+04	1013.306825	13	14
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3890	1.0534187	11458.2192242	392.186165	6.0522952	1982-1999 –> 2000-2009	2.0496412	0.9962225	2.633417e+04	732.648996	3	10
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	3890	1.0535587	11459.2525974	73.801081	6.0182829	1982-1999 –> 2000-2009	2.0521413	0.9985827	2.636005e+04	125.178512	5	13
SO	(28.3, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	3890	1.0535696	11457.3333827	25.380557	6.0248105	1982-1999 –> 2000-2009	2.0523270	0.9987574	2.635797e+04	49.027484	7	16
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	3890	1.0533037	11457.3698530	522.962945	6.0364882	1982-1999 –> 2000-2009	2.0673677	1.0140640	2.651973e+04	1089.319177	2	12
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	5069	1.0663379	15050.3648074	268.475785	7.3539579	2000-2009 –> 2010-2019	2.1197566	1.0534187	2.650858e+04	660.661950	5	8
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	5069	1.0690905	15076.5010283	195.171649	7.3530839	2000-2009 –> 2010-2019	2.1227406	1.0536502	2.653643e+04	391.211695	11	19
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	5069	1.0723874	15107.7173326	615.532548	7.1244556	2000-2009 –> 2010-2019	2.1256911	1.0533037	2.656509e+04	1138.495493	13	15
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	5069	1.0679944	15066.1014777	431.105582	7.4007509	2000-2009 –> 2010-2019	2.1329180	1.0649236	2.660883e+04	906.169578	9	21
SO	(28.3, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate	5069	1.0837961	15213.0019441	64.179469	7.0547289	2000-2009 –> 2010-2019	2.1374478	1.0536517	2.667094e+04	110.664837	21	30
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	5069	1.0845488	15222.0396829	427.396661	7.3942879	2000-2009 –> 2010-2019	2.1376419	1.0530932	2.667785e+04	945.820826	22	23
SO	(28.3, Inf]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	5069	1.0569490	14960.7067308	652.480250	7.5394136	2000-2009 –> 2010-2019	2.1462025	1.0892535	2.667918e+04	1155.432471	2	16
SO	(28.3, Inf]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	5069	1.0682718	15066.7350198	168.177073	7.4160818	2000-2009 –> 2010-2019	2.1576716	1.0893997	2.678425e+04	378.972705	10	25
SO	(28.3, Inf]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	5069	1.0643955	15031.8809422	783.838138	7.2246926	2000-2009 –> 2010-2019	2.1679370	1.1035415	2.685174e+04	1492.839336	3	20
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	5069	1.0554160	14945.9917422	641.949282	7.4921364	2000-2009 –> 2010-2019	2.1752334	1.1198175	2.687976e+04	1135.824534	1	26

5.4.2 per fitting unit

lm_best %>%
  select(-n_predictors) %>%
  group_by(basin, gamma_slab, eras) %>% 
  summarise(rmse_sum_mean = mean(rmse_sum),
            ais_sum_mean = mean(aic_sum)) %>% 
  ungroup() %>% 
  kable() %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")

basin	gamma_slab	eras	rmse_sum_mean	ais_sum_mean
Atlantic	(-Inf,26]	1982-1999 –> 2000-2009	2.7426283	671.89116
Atlantic	(-Inf,26]	2000-2009 –> 2010-2019	2.0698558	481.39326
Atlantic	(26,26.5]	1982-1999 –> 2000-2009	8.9057220	6251.08566
Atlantic	(26,26.5]	2000-2009 –> 2010-2019	8.3352996	4542.72550
Atlantic	(26.5,26.75]	1982-1999 –> 2000-2009	6.7765267	7571.18772
Atlantic	(26.5,26.75]	2000-2009 –> 2010-2019	7.4951782	6337.37380
Atlantic	(26.75,27]	1982-1999 –> 2000-2009	4.0696924	9545.43176
Atlantic	(26.75,27]	2000-2009 –> 2010-2019	4.5874310	9555.69757
Atlantic	(27,27.25]	1982-1999 –> 2000-2009	2.8046753	9188.48328
Atlantic	(27,27.25]	2000-2009 –> 2010-2019	3.0774069	8836.20557
Atlantic	(27.25,27.5]	1982-1999 –> 2000-2009	2.2599291	9028.76368
Atlantic	(27.25,27.5]	2000-2009 –> 2010-2019	2.7725740	9642.63944
Atlantic	(27.5,27.75]	1982-1999 –> 2000-2009	2.5747518	14758.95909
Atlantic	(27.5,27.75]	2000-2009 –> 2010-2019	2.7423167	13977.46405
Atlantic	(27.75,27.85]	1982-1999 –> 2000-2009	1.9870822	4262.55888
Atlantic	(27.75,27.85]	2000-2009 –> 2010-2019	2.1235386	4659.69952
Atlantic	(27.85,27.95]	1982-1999 –> 2000-2009	4.0316066	6185.69989
Atlantic	(27.85,27.95]	2000-2009 –> 2010-2019	4.2258741	5873.37670
Atlantic	(27.95,28.05]	1982-1999 –> 2000-2009	4.6775186	10839.38748
Atlantic	(27.95,28.05]	2000-2009 –> 2010-2019	4.8044908	8840.26182
Atlantic	(28.05,28.1]	1982-1999 –> 2000-2009	0.5086797	34.23077
Atlantic	(28.05,28.1]	2000-2009 –> 2010-2019	0.5728094	251.30905
Atlantic	(28.1,28.15]	1982-1999 –> 2000-2009	0.5021517	65.23112
Atlantic	(28.1,28.15]	2000-2009 –> 2010-2019	0.5624700	347.55384
Atlantic	(28.15,28.2]	1982-1999 –> 2000-2009	0.4796980	-221.04416
Atlantic	(28.15,28.2]	2000-2009 –> 2010-2019	0.4986115	130.18032
Atlantic	(28.2, Inf]	1982-1999 –> 2000-2009	0.4150987	-1710.68768
Atlantic	(28.2, Inf]	2000-2009 –> 2010-2019	0.4408861	-737.27149
Indian	(-Inf,26]	1982-1999 –> 2000-2009	4.9254555	3551.63920
Indian	(-Inf,26]	2000-2009 –> 2010-2019	3.5846723	1701.38590
Indian	(26,26.5]	1982-1999 –> 2000-2009	4.6572818	6529.02153
Indian	(26,26.5]	2000-2009 –> 2010-2019	4.1810884	3299.50954
Indian	(26.5,26.75]	1982-1999 –> 2000-2009	3.0587056	5154.05439
Indian	(26.5,26.75]	2000-2009 –> 2010-2019	2.8401669	2815.38619
Indian	(26.75,27]	1982-1999 –> 2000-2009	2.6835115	6924.49214
Indian	(26.75,27]	2000-2009 –> 2010-2019	2.5134535	4198.01118
Indian	(27,27.25]	1982-1999 –> 2000-2009	2.8937942	6433.92061
Indian	(27,27.25]	2000-2009 –> 2010-2019	2.8075886	3890.02213
Indian	(27.25,27.5]	1982-1999 –> 2000-2009	2.8297840	7466.11724
Indian	(27.25,27.5]	2000-2009 –> 2010-2019	2.9781547	4337.07063
Indian	(27.5,27.75]	1982-1999 –> 2000-2009	2.0984771	7492.62174
Indian	(27.5,27.75]	2000-2009 –> 2010-2019	2.4757267	5071.81355
Indian	(27.75,27.85]	1982-1999 –> 2000-2009	4.0373553	4470.97160
Indian	(27.75,27.85]	2000-2009 –> 2010-2019	2.8928292	2284.35699
Indian	(27.85,27.95]	1982-1999 –> 2000-2009	3.1350383	4399.75302
Indian	(27.85,27.95]	2000-2009 –> 2010-2019	2.3630105	2231.16798
Indian	(27.95,28.05]	1982-1999 –> 2000-2009	2.7850215	4651.01091
Indian	(27.95,28.05]	2000-2009 –> 2010-2019	2.0102800	2112.75658
Indian	(28.05,28.1]	1982-1999 –> 2000-2009	1.4898558	1634.16174
Indian	(28.05,28.1]	2000-2009 –> 2010-2019	1.2900666	654.48136
Indian	(28.1,28.2]	1982-1999 –> 2000-2009	0.7042237	1389.19373
Indian	(28.1,28.2]	2000-2009 –> 2010-2019	0.6346661	621.51580
Indian	(28.2,28.3]	1982-1999 –> 2000-2009	0.4708849	-537.06076
Indian	(28.2,28.3]	2000-2009 –> 2010-2019	0.4482699	-346.77647
Indian	(28.3, Inf]	1982-1999 –> 2000-2009	0.2001817	-3326.94572
Indian	(28.3, Inf]	2000-2009 –> 2010-2019	0.1827723	-1868.78401
N_Atlantic	(-Inf,26]	2000-2009 –> 2010-2019	7.2201251	254.30535
N_Atlantic	(26,26.5]	1982-1999 –> 2000-2009	7.0669302	319.18115
N_Atlantic	(26.5,26.75]	1982-1999 –> 2000-2009	2.4647000	1374.43362
N_Atlantic	(26.5,26.75]	2000-2009 –> 2010-2019	2.4474338	1037.07137
N_Atlantic	(26.75,27]	1982-1999 –> 2000-2009	3.0321317	3114.21733
N_Atlantic	(26.75,27]	2000-2009 –> 2010-2019	3.5921363	2085.73183
N_Atlantic	(27,27.25]	1982-1999 –> 2000-2009	3.2927327	6601.67917
N_Atlantic	(27,27.25]	2000-2009 –> 2010-2019	3.8469198	5677.70097
N_Atlantic	(27.25,27.5]	1982-1999 –> 2000-2009	4.5129900	18533.36137
N_Atlantic	(27.25,27.5]	2000-2009 –> 2010-2019	4.8284731	15262.25662
N_Atlantic	(27.5,27.75]	1982-1999 –> 2000-2009	2.4007452	35719.53037
N_Atlantic	(27.5,27.75]	2000-2009 –> 2010-2019	2.5327285	26156.55297
N_Atlantic	(27.75,27.85]	1982-1999 –> 2000-2009	0.7540676	3597.62053
N_Atlantic	(27.75,27.85]	2000-2009 –> 2010-2019	0.7960373	2715.95079
N_Atlantic	(27.85,27.95]	1982-1999 –> 2000-2009	0.7129743	2902.19033
N_Atlantic	(27.85,27.95]	2000-2009 –> 2010-2019	0.7624801	2165.16281
N_Atlantic	(27.95,28.05]	1982-1999 –> 2000-2009	0.7307148	2918.31817
N_Atlantic	(27.95,28.05]	2000-2009 –> 2010-2019	0.6477565	1828.87462
N_Atlantic	(28.05,28.1]	1982-1999 –> 2000-2009	0.3056077	-2154.83669
N_Atlantic	(28.05,28.1]	2000-2009 –> 2010-2019	0.2650928	-1581.29336
N_Atlantic	(28.1,28.15]	1982-1999 –> 2000-2009	0.3161921	-2844.05306
N_Atlantic	(28.1,28.15]	2000-2009 –> 2010-2019	0.3214420	-1890.53490
N_Atlantic	(28.15,28.2]	1982-1999 –> 2000-2009	0.3821250	-3022.88771
N_Atlantic	(28.15,28.2]	2000-2009 –> 2010-2019	0.3697641	-2306.66592
N_Atlantic	(28.2, Inf]	1982-1999 –> 2000-2009	0.7405081	154.00425
N_Atlantic	(28.2, Inf]	2000-2009 –> 2010-2019	0.7435154	50.62104
N_Pacific	(-Inf,26]	1982-1999 –> 2000-2009	2.5605202	385.98051
N_Pacific	(-Inf,26]	2000-2009 –> 2010-2019	3.1336224	600.92398
N_Pacific	(26,26.5]	1982-1999 –> 2000-2009	3.2520899	2696.69347
N_Pacific	(26,26.5]	2000-2009 –> 2010-2019	3.0500055	2837.44086
N_Pacific	(26.5,26.75]	1982-1999 –> 2000-2009	2.2187620	3032.17628
N_Pacific	(26.5,26.75]	2000-2009 –> 2010-2019	2.8228158	4196.04957
N_Pacific	(26.75,27]	1982-1999 –> 2000-2009	1.9783078	4209.93695
N_Pacific	(26.75,27]	2000-2009 –> 2010-2019	2.0653766	4554.58103
N_Pacific	(27,27.25]	1982-1999 –> 2000-2009	1.3319969	4491.14289
N_Pacific	(27,27.25]	2000-2009 –> 2010-2019	1.2696503	4323.74776
N_Pacific	(27.25,27.5]	1982-1999 –> 2000-2009	0.6703644	1484.57531
N_Pacific	(27.25,27.5]	2000-2009 –> 2010-2019	0.5378119	551.15525
N_Pacific	(27.5,27.75]	1982-1999 –> 2000-2009	0.6070354	850.54375
N_Pacific	(27.5,27.75]	2000-2009 –> 2010-2019	0.5069177	-66.85814
N_Pacific	(27.75,27.85]	1982-1999 –> 2000-2009	0.1307591	-2120.71973
N_Pacific	(27.75,27.85]	2000-2009 –> 2010-2019	0.1308354	-2185.55441
N_Pacific	(27.85,27.95]	1982-1999 –> 2000-2009	0.2928439	-1006.78802
N_Pacific	(27.85,27.95]	2000-2009 –> 2010-2019	0.2412583	-1649.83197
N_Pacific	(27.95,28.05]	1982-1999 –> 2000-2009	0.3190272	-718.61967
N_Pacific	(27.95,28.05]	2000-2009 –> 2010-2019	0.2261574	-1847.77610
N_Pacific	(28.05,28.1]	1982-1999 –> 2000-2009	0.2850061	-794.00739
N_Pacific	(28.05,28.1]	2000-2009 –> 2010-2019	0.2705415	-1267.15001
N_Pacific	(28.1,28.2]	1982-1999 –> 2000-2009	0.1904801	-2482.69019
N_Pacific	(28.1,28.2]	2000-2009 –> 2010-2019	0.2021069	-3136.30430
N_Pacific	(28.2,28.3]	1982-1999 –> 2000-2009	0.2801532	-5043.25890
N_Pacific	(28.2,28.3]	2000-2009 –> 2010-2019	0.2892334	-8412.01357
N_Pacific	(28.3, Inf]	1982-1999 –> 2000-2009	0.0125186	-213.27500
N_Pacific	(28.3, Inf]	2000-2009 –> 2010-2019	0.0251649	-215.65551
Pacific	(-Inf,26]	1982-1999 –> 2000-2009	10.3961816	26724.38375
Pacific	(-Inf,26]	2000-2009 –> 2010-2019	10.1961569	39419.43962
Pacific	(26,26.5]	1982-1999 –> 2000-2009	6.4720894	20660.26650
Pacific	(26,26.5]	2000-2009 –> 2010-2019	6.2519586	23025.27002
Pacific	(26.5,26.75]	1982-1999 –> 2000-2009	3.5089753	11886.53711
Pacific	(26.5,26.75]	2000-2009 –> 2010-2019	4.0893267	14715.53944
Pacific	(26.75,27]	1982-1999 –> 2000-2009	3.4086098	14357.39391
Pacific	(26.75,27]	2000-2009 –> 2010-2019	4.3391622	19041.55541
Pacific	(27,27.25]	1982-1999 –> 2000-2009	2.7853807	13478.39077
Pacific	(27,27.25]	2000-2009 –> 2010-2019	3.2733363	20283.09736
Pacific	(27.25,27.5]	1982-1999 –> 2000-2009	2.4059737	17681.24906
Pacific	(27.25,27.5]	2000-2009 –> 2010-2019	2.7560690	24492.53018
Pacific	(27.5,27.75]	1982-1999 –> 2000-2009	1.7433817	14030.95016
Pacific	(27.5,27.75]	2000-2009 –> 2010-2019	2.1021864	20974.07780
Pacific	(27.75,27.85]	1982-1999 –> 2000-2009	0.8897252	2655.09883
Pacific	(27.75,27.85]	2000-2009 –> 2010-2019	1.0094261	4258.23318
Pacific	(27.85,27.95]	1982-1999 –> 2000-2009	0.6523054	1556.83296
Pacific	(27.85,27.95]	2000-2009 –> 2010-2019	0.7079233	2678.35686
Pacific	(27.95,28.05]	1982-1999 –> 2000-2009	0.6663376	1794.60391
Pacific	(27.95,28.05]	2000-2009 –> 2010-2019	0.6233929	1954.99147
Pacific	(28.05,28.1]	1982-1999 –> 2000-2009	0.5422892	395.48651
Pacific	(28.05,28.1]	2000-2009 –> 2010-2019	0.5255559	296.31737
Pacific	(28.1,28.2]	1982-1999 –> 2000-2009	0.5577537	1121.65755
Pacific	(28.1,28.2]	2000-2009 –> 2010-2019	0.5544484	1284.62257
Pacific	(28.2,28.3]	1982-1999 –> 2000-2009	0.6099424	4539.57159
Pacific	(28.2,28.3]	2000-2009 –> 2010-2019	0.5669145	4296.65623
Pacific	(28.3, Inf]	1982-1999 –> 2000-2009	0.3609198	-1652.55197
Pacific	(28.3, Inf]	2000-2009 –> 2010-2019	0.3983760	-1170.21670
SO	(26,26.5]	1982-1999 –> 2000-2009	1.2115226	100.59726
SO	(26,26.5]	2000-2009 –> 2010-2019	1.9502066	101.86610
SO	(26.5,26.75]	1982-1999 –> 2000-2009	2.6476822	644.00420
SO	(26.5,26.75]	2000-2009 –> 2010-2019	2.1826166	403.46966
SO	(26.75,27]	1982-1999 –> 2000-2009	3.9725096	2546.17571
SO	(26.75,27]	2000-2009 –> 2010-2019	3.7919794	1873.02394
SO	(27,27.25]	1982-1999 –> 2000-2009	4.0361369	7335.99107
SO	(27,27.25]	2000-2009 –> 2010-2019	3.3805634	5224.58200
SO	(27.25,27.5]	1982-1999 –> 2000-2009	2.9195938	10125.26111
SO	(27.25,27.5]	2000-2009 –> 2010-2019	3.5333935	8452.96607
SO	(27.5,27.75]	1982-1999 –> 2000-2009	2.6932558	15851.15706
SO	(27.5,27.75]	2000-2009 –> 2010-2019	3.3177596	13743.80884
SO	(27.75,27.85]	1982-1999 –> 2000-2009	2.3195996	5858.37698
SO	(27.75,27.85]	2000-2009 –> 2010-2019	3.2363658	5712.16228
SO	(27.85,27.95]	1982-1999 –> 2000-2009	2.5918737	7127.97769
SO	(27.85,27.95]	2000-2009 –> 2010-2019	3.3553175	7159.54168
SO	(27.95,28.05]	1982-1999 –> 2000-2009	2.3772617	8809.85554
SO	(27.95,28.05]	2000-2009 –> 2010-2019	2.7092058	10700.52777
SO	(28.05,28.1]	1982-1999 –> 2000-2009	1.8433433	4998.48880
SO	(28.05,28.1]	2000-2009 –> 2010-2019	2.1591295	5692.47571
SO	(28.1,28.15]	1982-1999 –> 2000-2009	0.9222342	1284.94235
SO	(28.1,28.15]	2000-2009 –> 2010-2019	1.0854044	1382.23988
SO	(28.1,28.2]	1982-1999 –> 2000-2009	1.9621993	9991.45679
SO	(28.1,28.2]	2000-2009 –> 2010-2019	1.9186099	9331.76900
SO	(28.15,28.2]	1982-1999 –> 2000-2009	0.7455454	1313.94027
SO	(28.15,28.2]	2000-2009 –> 2010-2019	0.7476517	969.93642
SO	(28.2, Inf]	1982-1999 –> 2000-2009	1.3044175	22382.56154
SO	(28.2, Inf]	2000-2009 –> 2010-2019	1.4663148	19527.56453
SO	(28.2,28.3]	1982-1999 –> 2000-2009	1.5445662	11341.17843
SO	(28.2,28.3]	2000-2009 –> 2010-2019	1.4948645	9598.80308
SO	(28.3, Inf]	1982-1999 –> 2000-2009	2.0475911	26297.32850
SO	(28.3, Inf]	2000-2009 –> 2010-2019	2.1423241	26676.26668

5.5 Target variable coefficients

A data frame to map the target variable is prepared.

# create table with two era belonging to one eras
eras_forward <- lm_all_fitted_wide %>%
  arrange(era) %>% 
  group_by(basin, gamma_slab, model) %>% 
  mutate(eras = paste(era, lead(era), sep = " --> ")) %>% 
  ungroup() %>% 
  select(era, eras) %>% 
  unique()

eras_backward <- lm_all_fitted_wide %>%
  arrange(era) %>% 
  group_by(basin, gamma_slab, model) %>% 
  mutate(eras = paste(lag(era), era, sep = " --> ")) %>% 
  ungroup() %>% 
  select(era, eras) %>% 
  unique()

eras_era <- full_join(eras_backward, eras_forward) %>% 
  filter(str_detect(eras, "NA") == FALSE)

# extend best model selection from eras to era
lm_best_target <- full_join(
  lm_best %>% select(basin, gamma_slab, model, eras),
  eras_era)

lm_best_target <- left_join(lm_best_target, lm_all_fitted_wide)

rm(eras_era, eras_forward, eras_backward,
   lm_all_fitted)

5.6 Plot selected model residuals

# plot model diagnostics, if activated
if (params_local$plot_all_figures == "y") {
  # mutate predictors column
  lm_best_plot <- lm_best_target %>%
    select(basin, gamma_slab, model, eras, era) %>%
    mutate(
      predictors = str_remove(model, paste(params_local$MLR_target, "~ ")),
      predictors = str_replace_all(predictors, "\\+ ", "")
    )
  
  # loop across all basins, era, gamma slabs, and MLRs
  # fit all MLR models
  for (i_basin in unique(GLODAP$basin)) {
    for (i_era in unique(GLODAP$era)) {
      #i_basin <- unique(GLODAP$basin)[1]
      #i_era   <- unique(GLODAP$era)[2]
      print(i_basin)
      print(i_era)
      
      GLODAP_basin_era <- GLODAP %>%
        filter(basin == i_basin, era == i_era)
      
      for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
        #i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[1]
        print(i_gamma_slab)
        
        GLODAP_basin_era_slab <- GLODAP_basin_era %>%
          filter(gamma_slab == i_gamma_slab)
        
        lm_best_basin_era_slab <- lm_best_plot %>%
          filter(basin == i_basin, era == i_era, gamma_slab == i_gamma_slab)
        
        for (i_eras in unique(lm_best_basin_era_slab$eras)) {
          #i_eras <- unique(lm_best_basin_era_slab$eras)[1]
          print(i_eras)
          
          lm_best_basin_era_slab_eras <- lm_best_basin_era_slab %>%
            filter(eras == i_eras)
          
          for (i_predictors in unique(lm_best_basin_era_slab_eras$predictors)) {
            #i_predictors <- unique(lm_best_basin_era_slab$predictors)[1]
            print(i_predictors)
            # extract one model definition
            i_lm <- lm_all %>%
              filter(predictors == i_predictors) %>%
              select(lm_coeff) %>%
              pull()
            
             # fit model
          if (params_local$MLR_type == "rlm") {
            i_lm_fit <- MASS::rlm(as.formula(i_lm),
                                  data = GLODAP_basin_era_slab)
          }
          
          if (params_local$MLR_type == "lm") {
            i_lm_fit <- lm(as.formula(i_lm),
                           data = GLODAP_basin_era_slab)
          }
            
            # plot model diagnostics vs predictors
            
            p_model_predictors <- ggnostic(
              i_lm_fit,
              columnsY = c(params_local$MLR_target, ".fitted", ".resid"),
              title = paste(
                "era:",
                i_era,
                "| eras:",
                i_eras,
                "| basin:",
                i_basin,
                "| gamma slab:",
                i_gamma_slab,
                "| predictors:",
                i_predictors
              )
            )
            
            ggsave(
              plot = p_model_predictors,
              path = paste(path_version_figures, "eMLR_diagnostics/", sep = ""),
              filename = paste(
                "MLR_residuals",
                i_era,
                i_eras,
                i_basin,
                i_gamma_slab,
                i_predictors,
                "predictors.png",
                sep = "_"
              ),
              width = 14,
              height = 8
            )

            rm(p_model_predictors)
            
            
            # plot model diagnostics vs location
            
            GLODAP_basin_era_slab <- GLODAP_basin_era_slab %>%
              mutate(fitted = i_lm_fit$fitted.values,
                     residuals = i_lm_fit$residuals)
            
            GLODAP_basin_era_slab_long <- GLODAP_basin_era_slab %>% 
              pivot_longer(cols = c(params_local$MLR_target , fitted, residuals),
                           names_to = "estimate",
                           values_to = "value"
              ) %>% 
              pivot_longer(cols = c(lat, lon, depth),
                           names_to = "coordinate_type",
                           values_to = "coordinate_value"
              )

             p_model_coordinate <- GLODAP_basin_era_slab_long %>%
              ggplot(aes(coordinate_value, value)) +
              geom_bin2d() +
              scale_fill_viridis_c() +
              labs(
                title = paste(
                  "era:",
                  i_era,
                  "| eras:",
                  i_eras,
                  "| basin:",
                  i_basin,
                  "| gamma slab:",
                  i_gamma_slab,
                  "| predictors:",
                  i_predictors
                )
              ) +
              facet_grid(estimate~coordinate_type,
                         scales = "free")

            ggsave(
              plot = p_model_coordinate,
              path = paste(path_version_figures, "eMLR_diagnostics", sep = ""),
              filename = paste(
                "Location_MLR_residuals",
                i_era,
                i_eras,
                i_basin,
                i_gamma_slab,
                i_predictors,
                "predictors.png",
                sep = "_"
              ),
              width = 14,
              height = 8
            )

            rm(p_model_coordinate)
            
          }
          
        }
        
      }
    }
  }
  
  rm(
    lm_best_plot,
    lm_best_basin_era_slab,
    i_rmse,
    GLODAP_basin_era,
    GLODAP_basin_era_slab,
    i_lm,
    lm_all_fitted,
    i_basin,
    i_era,
    i_gamma_slab,
    i_predictors,
    lm_all,
    i_aic,
    i_n_predictors,
    i_resid_max
  )
  
}

Individual residual plots of the MLR models for each basin, era, eras and neutral density (gamma) slab are available at:

/nfs/kryo/work/jenmueller/emlr_cant/model/v_XXX/figures/eMLR_diagnostics/

5.7 Cant coeffcients

A data frame of coefficient offsets is prepared to facilitate the direct mapping of Cant.

# pivot long format
lm_best_long <- lm_best_target %>%
  pivot_longer(cols = starts_with("coeff_"),
               names_to = "term",
               values_to = "estimate",
               names_prefix = "coeff_")

# subtract coefficients of adjacent era
lm_best_long <- lm_best_long %>%
  arrange(era) %>%
  group_by(basin, gamma_slab, eras, model, term) %>%
  mutate(delta_coeff = estimate - lag(estimate)) %>%
  ungroup() %>%
  arrange(basin, gamma_slab, model, term, eras) %>%
  drop_na() %>%
  select(-c(era,estimate))

# pivot back to wide format
lm_best_cant <- lm_best_long %>%
  pivot_wider(values_from = delta_coeff,
              names_from = term,
              names_prefix = "delta_coeff_",
              values_fill = 0)

5.8 Write files

lm_best_target %>%
  select(
    basin,
    gamma_slab,
    model,
    eras,
    era,
    starts_with("coeff_")
  ) %>%
  write_csv(paste(path_version_data,
                  "lm_best_target.csv",
                  sep = ""))

lm_best_cant %>%
  select(
    basin,
    gamma_slab,
    model,
    eras,
    starts_with("delta_coeff_")
  ) %>%
  write_csv(paste(path_version_data,
                  "lm_best_cant.csv",
                  sep = ""))

lm_best %>%
  write_csv(paste(path_version_data,
                  "lm_best.csv",
                  sep = ""))

6 Model diagnotics

6.1 Selection criterion vs predictors

The selection criterion (rmse) was plotted against the number of predictors (limited to 2 - 5).

6.1.1 All models

if (params_local$MLR_criterion != "rank") {
lm_all_fitted_wide %>%
  ggplot(aes(as.factor(n_predictors),
             !!sym(params_local$MLR_criterion),
             col = basin)) +
  geom_hline(yintercept = 10) +
  geom_boxplot() +
  facet_grid(gamma_slab~era) +
  scale_color_brewer(palette = "Set1") +
  labs(x="Number of predictors")
}

6.1.2 Best models

if (params_local$MLR_criterion != "rank") {
lm_best_target %>%
  ggplot(aes("",
             !!sym(params_local$MLR_criterion),
             col = basin)) +
  geom_hline(yintercept = 10) +
  geom_boxplot() +
  facet_grid(gamma_slab~era) +
  scale_color_brewer(palette = "Set1") +
  labs(x="Number of predictors pooled")
}

6.2 RMSE correlation between eras

RMSE was plotted to compare the agreement for one model applied to two adjacent eras (ie check whether the same predictor combination performs equal in both eras).

6.2.1 All models

# find max rmse to scale axis
max_rmse <-
  max(c(lm_all_fitted_wide_eras$rmse,
        lm_all_fitted_wide_eras$rmse_sum - lm_all_fitted_wide_eras$rmse))

lm_all_fitted_wide_eras %>%
  ggplot(aes(rmse, rmse_sum - rmse, col = gamma_slab)) +
  geom_point() +
  scale_color_viridis_d() +
  coord_equal(xlim = c(0,max_rmse),
              ylim = c(0,max_rmse)) +
  facet_grid(eras ~ basin)

Past versions of rmse_correlation_across_eras_all_models-1.png

Version	Author	Date
a4ddd84	Donghe-Zhu	2021-07-27
7ef49ab	Donghe-Zhu	2021-07-27
da818c0	Donghe-Zhu	2021-07-27
8623898	Donghe-Zhu	2021-07-27
f84b77c	Donghe-Zhu	2021-07-27
70ad9a5	Donghe-Zhu	2021-07-27
0d0b48d	Donghe-Zhu	2021-07-27
d0d97c6	Donghe-Zhu	2021-07-27
829510d	Donghe-Zhu	2021-07-27
780627d	Donghe-Zhu	2021-07-27
e9838c9	Donghe-Zhu	2021-07-27
2777f33	Donghe-Zhu	2021-07-27
d19760f	Donghe-Zhu	2021-07-27
cac5680	Donghe-Zhu	2021-07-23
7bb279a	Donghe-Zhu	2021-07-23
d52eac4	Donghe-Zhu	2021-07-23
dcf34b1	Donghe-Zhu	2021-07-23
419cb72	Donghe-Zhu	2021-07-22
9447d10	Donghe-Zhu	2021-07-22
639c9a0	Donghe-Zhu	2021-07-22
25bb96f	Donghe-Zhu	2021-07-22
cdc98a3	Donghe-Zhu	2021-07-22
e4805a1	Donghe-Zhu	2021-07-22
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
698b6f0	Donghe-Zhu	2021-07-20
d84a1cb	Donghe-Zhu	2021-07-20
4dce223	Donghe-Zhu	2021-07-20
6f28c0c	Donghe-Zhu	2021-07-20
db1e7b7	Donghe-Zhu	2021-07-19
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
57d0420	Donghe-Zhu	2021-07-16
c1be8f6	Donghe-Zhu	2021-07-16
26a7c15	Donghe-Zhu	2021-07-16
046902b	Donghe-Zhu	2021-07-16
3d4ac14	Donghe-Zhu	2021-07-15
be6fff9	Donghe-Zhu	2021-07-15
b473472	Donghe-Zhu	2021-07-15
363270a	Donghe-Zhu	2021-07-15
8b75a03	Donghe-Zhu	2021-07-15
a01e135	Donghe-Zhu	2021-07-07
bc83ef2	Donghe-Zhu	2021-07-07
75e7b07	Donghe-Zhu	2021-07-06
697aa6d	Donghe-Zhu	2021-07-06
d52e2de	Donghe-Zhu	2021-07-06
f2bde6b	Donghe-Zhu	2021-07-06
1133f28	Donghe-Zhu	2021-07-06
fe3a1cd	Donghe-Zhu	2021-07-06
d9cdf15	Donghe-Zhu	2021-07-06
ee4cd2d	Donghe-Zhu	2021-07-06
93821c1	Donghe-Zhu	2021-07-05
d44db8e	Donghe-Zhu	2021-07-05
20b3436	Donghe-Zhu	2021-07-05
d982ea5	Donghe-Zhu	2021-07-05
7397e53	Donghe-Zhu	2021-07-05
f2e4805	Donghe-Zhu	2021-07-05
e2d011a	Donghe-Zhu	2021-07-05
85e0349	Donghe-Zhu	2021-07-05
6ee0146	Donghe-Zhu	2021-07-05
a482a6b	Donghe-Zhu	2021-07-05
f59f1b3	Donghe-Zhu	2021-07-05
116bcab	Donghe-Zhu	2021-07-04
cb1c8dc	Donghe-Zhu	2021-07-04
c9bdd83	Donghe-Zhu	2021-07-04
1920ad9	Donghe-Zhu	2021-07-04
0b02791	Donghe-Zhu	2021-06-25
caf62d8	Donghe-Zhu	2021-06-25
90a9da5	Donghe-Zhu	2021-06-25
bb413c8	Donghe-Zhu	2021-06-25
e7a5266	Donghe-Zhu	2021-06-24
7c57720	Donghe-Zhu	2021-06-24
b5b95a9	Donghe-Zhu	2021-06-24
472aad4	Donghe-Zhu	2021-06-24
d517836	Donghe-Zhu	2021-06-24
9221bfe	Donghe-Zhu	2021-06-24
bff5fbf	Donghe-Zhu	2021-06-23
256a616	Donghe-Zhu	2021-06-23
00072e2	Donghe-Zhu	2021-06-23
7431530	Donghe-Zhu	2021-06-20
d20c383	Donghe-Zhu	2021-06-18
b0874a2	Donghe-Zhu	2021-06-17
72c2f2e	Donghe-Zhu	2021-06-15
d97dcb6	Donghe-Zhu	2021-06-08
25dda1d	Donghe-Zhu	2021-06-08
bd2bcc3	Donghe-Zhu	2021-06-08
e9b27d7	Donghe-Zhu	2021-06-07
7ae0d4b	Donghe-Zhu	2021-06-07
325391f	Donghe-Zhu	2021-06-07
ed89970	Donghe-Zhu	2021-06-07
df37958	Donghe-Zhu	2021-06-07
812bf63	Donghe-Zhu	2021-06-06
65c89c8	Donghe-Zhu	2021-06-06
9baa3b2	Donghe-Zhu	2021-06-06
b7d99cf	Donghe-Zhu	2021-06-06
5d8fa90	Donghe-Zhu	2021-06-06
dbe2a95	Donghe-Zhu	2021-05-28
d50b039	Donghe-Zhu	2021-05-28
441ebe5	Donghe-Zhu	2021-05-28
6262ad3	Donghe-Zhu	2021-05-28
a61aa77	Donghe-Zhu	2021-05-28
b8dbce4	Donghe-Zhu	2021-05-28
94a833e	Donghe-Zhu	2021-05-27
5e0bd64	Donghe-Zhu	2021-05-27
af1eadd	Donghe-Zhu	2021-05-27
9179bfe	Donghe-Zhu	2021-05-27
28cbe5e	Donghe-Zhu	2021-05-27
a618f02	Donghe-Zhu	2021-05-27
4623e38	Donghe-Zhu	2021-05-27
b81bb49	Donghe-Zhu	2021-05-27
951e188	Donghe-Zhu	2021-05-27
e377833	Donghe-Zhu	2021-05-26
2705a04	Donghe-Zhu	2021-03-28
cd5f759	Donghe-Zhu	2021-03-28
75dda4d	Donghe-Zhu	2021-03-27
0b19f6e	Donghe-Zhu	2021-03-27
e2704ca	Donghe-Zhu	2021-03-27
3061a0b	Donghe-Zhu	2021-03-27
b883157	Donghe-Zhu	2021-03-27
d19654d	Donghe-Zhu	2021-03-26
6c53dbf	Donghe-Zhu	2021-03-25
1914a11	Donghe-Zhu	2021-03-24
8be810e	Donghe-Zhu	2021-03-23
bf19764	Donghe-Zhu	2021-03-22
3ec9d3d	Donghe-Zhu	2021-03-22
134ace1	Donghe-Zhu	2021-03-22
f6d70a4	Donghe-Zhu	2021-03-22
183443b	Donghe-Zhu	2021-03-21
2e6976b	Donghe-Zhu	2021-03-21
51a42bd	Donghe-Zhu	2021-03-16
f745381	Donghe-Zhu	2021-03-16
aecbf75	Donghe-Zhu	2021-03-14
1b2a0c2	Donghe-Zhu	2021-03-14
6733e48	Donghe-Zhu	2021-03-12
ba71e6a	Donghe-Zhu	2021-03-12
9dbf5bd	Donghe-Zhu	2021-03-11
a49df30	Donghe-Zhu	2021-03-11
b3348a5	Donghe-Zhu	2021-03-11
1c24ff7	Donghe-Zhu	2021-03-10
94ce5a8	Donghe-Zhu	2021-03-10
db33928	Donghe-Zhu	2021-03-10
3d1f470	Donghe-Zhu	2021-03-10
9b7bc66	Donghe-Zhu	2021-03-10
5365f80	Donghe-Zhu	2021-03-10
2b6c392	Donghe-Zhu	2021-03-10
9f58753	Donghe-Zhu	2021-03-10
9d5a62c	Donghe-Zhu	2021-03-10
5d1e70b	Donghe-Zhu	2021-03-10
2093979	Donghe-Zhu	2021-03-10
b865899	Donghe-Zhu	2021-03-10
cc2a956	Donghe-Zhu	2021-03-10
dba33c8	Donghe-Zhu	2021-03-09
17f1c4a	Donghe-Zhu	2021-03-09
c024d1a	Donghe-Zhu	2021-03-09
02f7242	Donghe-Zhu	2021-03-09
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
058e0a1	Donghe-Zhu	2021-03-08
112dea0	Donghe-Zhu	2021-03-08
1843412	Donghe-Zhu	2021-03-08
3fbbfa4	Donghe-Zhu	2021-03-07
627c8fb	Donghe-Zhu	2021-03-07
9ef3222	Donghe-Zhu	2021-03-05
8c1e978	Donghe-Zhu	2021-03-05
865f68c	Donghe-Zhu	2021-03-05
ee69bc1	Donghe-Zhu	2021-03-05
a79291f	Donghe-Zhu	2021-03-05
e8c6f30	Donghe-Zhu	2021-03-04
59288fe	Donghe-Zhu	2021-03-04
731abc8	Donghe-Zhu	2021-03-04
e2a5a33	Donghe-Zhu	2021-03-04
c7892c1	Donghe-Zhu	2021-03-04
924430b	Donghe-Zhu	2021-03-03
0d0bca1	Donghe-Zhu	2021-03-03
cb63c16	Donghe-Zhu	2021-03-03
ffda45a	Donghe-Zhu	2021-03-03
691ba81	Donghe-Zhu	2021-03-03
c5e45a2	Donghe-Zhu	2021-03-03
89c3e58	Donghe-Zhu	2021-03-03
c911669	Donghe-Zhu	2021-03-03
13666ca	Donghe-Zhu	2021-03-01
c6e60fe	Donghe-Zhu	2021-03-01
7a388f7	Donghe-Zhu	2021-03-01
799e913	Donghe-Zhu	2021-03-01
66ff99f	Donghe-Zhu	2021-03-01
ac9bb7a	Donghe-Zhu	2021-02-28
efdc047	Donghe-Zhu	2021-02-28
e9a7418	Donghe-Zhu	2021-02-28
287123c	Donghe-Zhu	2021-02-27
54d5b5b	Donghe-Zhu	2021-02-27
330f064	Donghe-Zhu	2021-02-27
adbc9bc	Donghe-Zhu	2021-02-27
5937141	Donghe-Zhu	2021-02-27
4414bbf	Donghe-Zhu	2021-02-27
a265efb	Donghe-Zhu	2021-02-27
19edd1e	Donghe-Zhu	2021-02-27
f20483f	Donghe-Zhu	2021-02-26
6a2c7b3	Donghe-Zhu	2021-02-25
02b976d	Donghe-Zhu	2021-02-24
354c224	Donghe-Zhu	2021-02-24
1a0a88a	Donghe-Zhu	2021-02-24
57f701e	Donghe-Zhu	2021-02-24
06f3149	Donghe-Zhu	2021-02-16
e3bba84	Donghe-Zhu	2021-02-15
5dce4b1	Donghe-Zhu	2021-02-15
4469a0c	Donghe-Zhu	2021-02-13
5ae6a69	Donghe-Zhu	2021-02-10
05385dc	Donghe-Zhu	2021-02-10
f791ae4	Donghe-Zhu	2021-02-09
f71ae34	Donghe-Zhu	2021-02-09
c011832	Donghe-Zhu	2021-02-09
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
2f095d7	Donghe-Zhu	2021-02-07
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
61666de	Donghe-Zhu	2021-01-31
865b582	Donghe-Zhu	2021-01-31
3e68089	Donghe-Zhu	2021-01-31
ecf335c	Donghe-Zhu	2021-01-31
a618965	Donghe-Zhu	2021-01-31
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
ae5c18f	Donghe-Zhu	2021-01-31
b50fe52	Donghe-Zhu	2021-01-31
ac99ae5	jens-daniel-mueller	2021-01-29
b5bdcaf	Donghe-Zhu	2021-01-29
442010d	Donghe-Zhu	2021-01-29
372adf5	Donghe-Zhu	2021-01-29
af8788e	Donghe-Zhu	2021-01-29
21c91c9	Donghe-Zhu	2021-01-29
eded038	Donghe-Zhu	2021-01-29
541d4dd	Donghe-Zhu	2021-01-29
6a75576	Donghe-Zhu	2021-01-28
16fba40	Donghe-Zhu	2021-01-28
12bc567	Donghe-Zhu	2021-01-27
ceed31b	Donghe-Zhu	2021-01-27
342402d	Donghe-Zhu	2021-01-27
5bad5c2	Donghe-Zhu	2021-01-27
61efb56	Donghe-Zhu	2021-01-25
48f638e	Donghe-Zhu	2021-01-25
c1cec47	Donghe-Zhu	2021-01-25
05ffb0c	Donghe-Zhu	2021-01-25
8b97165	Donghe-Zhu	2021-01-25
c569946	Donghe-Zhu	2021-01-24
a2f0d56	Donghe-Zhu	2021-01-23
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22
24cc264	jens-daniel-mueller	2021-01-22
7891955	Donghe-Zhu	2021-01-21
d4cf1cb	Donghe-Zhu	2021-01-21
1f3e5b6	jens-daniel-mueller	2021-01-20
0e7bdf1	jens-daniel-mueller	2021-01-15
4571843	jens-daniel-mueller	2021-01-14
b3564aa	jens-daniel-mueller	2021-01-14
8d032c3	jens-daniel-mueller	2021-01-14
17dee1d	jens-daniel-mueller	2021-01-13
7cdea0c	jens-daniel-mueller	2021-01-06
fa85b93	jens-daniel-mueller	2021-01-06
e5cb81a	Donghe-Zhu	2021-01-05
a499f10	Donghe-Zhu	2021-01-05
fb8a752	Donghe-Zhu	2020-12-23
8fae0b2	Donghe-Zhu	2020-12-21
c8b76b3	jens-daniel-mueller	2020-12-19

rm(max_rmse)

6.2.2 Best models

# find max rmse to scale axis
max_rmse <-
  max(c(lm_best$rmse,
        lm_best$rmse_sum - lm_best$rmse))

lm_best %>%
  ggplot(aes(rmse, rmse_sum - rmse, col = gamma_slab)) +
  geom_point() +
  scale_color_viridis_d() +
  coord_equal(xlim = c(0,max_rmse),
              ylim = c(0,max_rmse)) +
  facet_grid(eras ~ basin)

Past versions of rmse_correlation_across_eras_best_models-1.png

Version	Author	Date
a4ddd84	Donghe-Zhu	2021-07-27
7ef49ab	Donghe-Zhu	2021-07-27
da818c0	Donghe-Zhu	2021-07-27
8623898	Donghe-Zhu	2021-07-27
f84b77c	Donghe-Zhu	2021-07-27
70ad9a5	Donghe-Zhu	2021-07-27
0d0b48d	Donghe-Zhu	2021-07-27
d0d97c6	Donghe-Zhu	2021-07-27
829510d	Donghe-Zhu	2021-07-27
780627d	Donghe-Zhu	2021-07-27
e9838c9	Donghe-Zhu	2021-07-27
2777f33	Donghe-Zhu	2021-07-27
d19760f	Donghe-Zhu	2021-07-27
cac5680	Donghe-Zhu	2021-07-23
7bb279a	Donghe-Zhu	2021-07-23
d52eac4	Donghe-Zhu	2021-07-23
dcf34b1	Donghe-Zhu	2021-07-23
419cb72	Donghe-Zhu	2021-07-22
9447d10	Donghe-Zhu	2021-07-22
639c9a0	Donghe-Zhu	2021-07-22
25bb96f	Donghe-Zhu	2021-07-22
cdc98a3	Donghe-Zhu	2021-07-22
e4805a1	Donghe-Zhu	2021-07-22
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
698b6f0	Donghe-Zhu	2021-07-20
d84a1cb	Donghe-Zhu	2021-07-20
4dce223	Donghe-Zhu	2021-07-20
6f28c0c	Donghe-Zhu	2021-07-20
db1e7b7	Donghe-Zhu	2021-07-19
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
57d0420	Donghe-Zhu	2021-07-16
c1be8f6	Donghe-Zhu	2021-07-16
26a7c15	Donghe-Zhu	2021-07-16
046902b	Donghe-Zhu	2021-07-16
3d4ac14	Donghe-Zhu	2021-07-15
be6fff9	Donghe-Zhu	2021-07-15
b473472	Donghe-Zhu	2021-07-15
363270a	Donghe-Zhu	2021-07-15
8b75a03	Donghe-Zhu	2021-07-15
a01e135	Donghe-Zhu	2021-07-07
bc83ef2	Donghe-Zhu	2021-07-07
75e7b07	Donghe-Zhu	2021-07-06
697aa6d	Donghe-Zhu	2021-07-06
d52e2de	Donghe-Zhu	2021-07-06
f2bde6b	Donghe-Zhu	2021-07-06
1133f28	Donghe-Zhu	2021-07-06
fe3a1cd	Donghe-Zhu	2021-07-06
d9cdf15	Donghe-Zhu	2021-07-06
ee4cd2d	Donghe-Zhu	2021-07-06
93821c1	Donghe-Zhu	2021-07-05
d44db8e	Donghe-Zhu	2021-07-05
20b3436	Donghe-Zhu	2021-07-05
d982ea5	Donghe-Zhu	2021-07-05
7397e53	Donghe-Zhu	2021-07-05
f2e4805	Donghe-Zhu	2021-07-05
e2d011a	Donghe-Zhu	2021-07-05
85e0349	Donghe-Zhu	2021-07-05
6ee0146	Donghe-Zhu	2021-07-05
a482a6b	Donghe-Zhu	2021-07-05
f59f1b3	Donghe-Zhu	2021-07-05
116bcab	Donghe-Zhu	2021-07-04
cb1c8dc	Donghe-Zhu	2021-07-04
c9bdd83	Donghe-Zhu	2021-07-04
1920ad9	Donghe-Zhu	2021-07-04
0b02791	Donghe-Zhu	2021-06-25
caf62d8	Donghe-Zhu	2021-06-25
90a9da5	Donghe-Zhu	2021-06-25
bb413c8	Donghe-Zhu	2021-06-25
e7a5266	Donghe-Zhu	2021-06-24
7c57720	Donghe-Zhu	2021-06-24
b5b95a9	Donghe-Zhu	2021-06-24
472aad4	Donghe-Zhu	2021-06-24
d517836	Donghe-Zhu	2021-06-24
9221bfe	Donghe-Zhu	2021-06-24
bff5fbf	Donghe-Zhu	2021-06-23
256a616	Donghe-Zhu	2021-06-23
00072e2	Donghe-Zhu	2021-06-23
7431530	Donghe-Zhu	2021-06-20
d20c383	Donghe-Zhu	2021-06-18
b0874a2	Donghe-Zhu	2021-06-17
72c2f2e	Donghe-Zhu	2021-06-15
d97dcb6	Donghe-Zhu	2021-06-08
25dda1d	Donghe-Zhu	2021-06-08
bd2bcc3	Donghe-Zhu	2021-06-08
e9b27d7	Donghe-Zhu	2021-06-07
7ae0d4b	Donghe-Zhu	2021-06-07
325391f	Donghe-Zhu	2021-06-07
ed89970	Donghe-Zhu	2021-06-07
df37958	Donghe-Zhu	2021-06-07
812bf63	Donghe-Zhu	2021-06-06
65c89c8	Donghe-Zhu	2021-06-06
9baa3b2	Donghe-Zhu	2021-06-06
b7d99cf	Donghe-Zhu	2021-06-06
5d8fa90	Donghe-Zhu	2021-06-06
dbe2a95	Donghe-Zhu	2021-05-28
d50b039	Donghe-Zhu	2021-05-28
441ebe5	Donghe-Zhu	2021-05-28
6262ad3	Donghe-Zhu	2021-05-28
a61aa77	Donghe-Zhu	2021-05-28
b8dbce4	Donghe-Zhu	2021-05-28
94a833e	Donghe-Zhu	2021-05-27
5e0bd64	Donghe-Zhu	2021-05-27
af1eadd	Donghe-Zhu	2021-05-27
9179bfe	Donghe-Zhu	2021-05-27
28cbe5e	Donghe-Zhu	2021-05-27
a618f02	Donghe-Zhu	2021-05-27
4623e38	Donghe-Zhu	2021-05-27
b81bb49	Donghe-Zhu	2021-05-27
951e188	Donghe-Zhu	2021-05-27
e377833	Donghe-Zhu	2021-05-26
2705a04	Donghe-Zhu	2021-03-28
cd5f759	Donghe-Zhu	2021-03-28
75dda4d	Donghe-Zhu	2021-03-27
0b19f6e	Donghe-Zhu	2021-03-27
e2704ca	Donghe-Zhu	2021-03-27
3061a0b	Donghe-Zhu	2021-03-27
b883157	Donghe-Zhu	2021-03-27
d19654d	Donghe-Zhu	2021-03-26
6c53dbf	Donghe-Zhu	2021-03-25
1914a11	Donghe-Zhu	2021-03-24
8be810e	Donghe-Zhu	2021-03-23
bf19764	Donghe-Zhu	2021-03-22
3ec9d3d	Donghe-Zhu	2021-03-22
134ace1	Donghe-Zhu	2021-03-22
f6d70a4	Donghe-Zhu	2021-03-22
183443b	Donghe-Zhu	2021-03-21
2e6976b	Donghe-Zhu	2021-03-21
51a42bd	Donghe-Zhu	2021-03-16
f745381	Donghe-Zhu	2021-03-16
aecbf75	Donghe-Zhu	2021-03-14
1b2a0c2	Donghe-Zhu	2021-03-14
6733e48	Donghe-Zhu	2021-03-12
ba71e6a	Donghe-Zhu	2021-03-12
9dbf5bd	Donghe-Zhu	2021-03-11
a49df30	Donghe-Zhu	2021-03-11
b3348a5	Donghe-Zhu	2021-03-11
1c24ff7	Donghe-Zhu	2021-03-10
94ce5a8	Donghe-Zhu	2021-03-10
db33928	Donghe-Zhu	2021-03-10
3d1f470	Donghe-Zhu	2021-03-10
9b7bc66	Donghe-Zhu	2021-03-10
4168b43	Donghe-Zhu	2021-03-10
5365f80	Donghe-Zhu	2021-03-10
2b6c392	Donghe-Zhu	2021-03-10
9f58753	Donghe-Zhu	2021-03-10
fd528ed	Donghe-Zhu	2021-03-10
9d5a62c	Donghe-Zhu	2021-03-10
5d1e70b	Donghe-Zhu	2021-03-10
2093979	Donghe-Zhu	2021-03-10
b865899	Donghe-Zhu	2021-03-10
cc2a956	Donghe-Zhu	2021-03-10
60689fb	Donghe-Zhu	2021-03-10
dba33c8	Donghe-Zhu	2021-03-09
17f1c4a	Donghe-Zhu	2021-03-09
c024d1a	Donghe-Zhu	2021-03-09
02f7242	Donghe-Zhu	2021-03-09
6f50bc6	Donghe-Zhu	2021-03-09
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
058e0a1	Donghe-Zhu	2021-03-08
112dea0	Donghe-Zhu	2021-03-08
1843412	Donghe-Zhu	2021-03-08
3fbbfa4	Donghe-Zhu	2021-03-07
627c8fb	Donghe-Zhu	2021-03-07
9ef3222	Donghe-Zhu	2021-03-05
8c1e978	Donghe-Zhu	2021-03-05
865f68c	Donghe-Zhu	2021-03-05
ee69bc1	Donghe-Zhu	2021-03-05
a79291f	Donghe-Zhu	2021-03-05
e8c6f30	Donghe-Zhu	2021-03-04
59288fe	Donghe-Zhu	2021-03-04
731abc8	Donghe-Zhu	2021-03-04
e2a5a33	Donghe-Zhu	2021-03-04
c7892c1	Donghe-Zhu	2021-03-04
924430b	Donghe-Zhu	2021-03-03
0d0bca1	Donghe-Zhu	2021-03-03
cb63c16	Donghe-Zhu	2021-03-03
ffda45a	Donghe-Zhu	2021-03-03
691ba81	Donghe-Zhu	2021-03-03
c5e45a2	Donghe-Zhu	2021-03-03
89c3e58	Donghe-Zhu	2021-03-03
c407a50	Donghe-Zhu	2021-03-03
c911669	Donghe-Zhu	2021-03-03
b71c719	Donghe-Zhu	2021-03-01
13666ca	Donghe-Zhu	2021-03-01
c6e60fe	Donghe-Zhu	2021-03-01
7a388f7	Donghe-Zhu	2021-03-01
799e913	Donghe-Zhu	2021-03-01
66ff99f	Donghe-Zhu	2021-03-01
ac9bb7a	Donghe-Zhu	2021-02-28
efdc047	Donghe-Zhu	2021-02-28
e9a7418	Donghe-Zhu	2021-02-28
e152917	Donghe-Zhu	2021-02-28
287123c	Donghe-Zhu	2021-02-27
54d5b5b	Donghe-Zhu	2021-02-27
330f064	Donghe-Zhu	2021-02-27
adbc9bc	Donghe-Zhu	2021-02-27
5937141	Donghe-Zhu	2021-02-27
4414bbf	Donghe-Zhu	2021-02-27
a265efb	Donghe-Zhu	2021-02-27
19edd1e	Donghe-Zhu	2021-02-27
f20483f	Donghe-Zhu	2021-02-26
6a2c7b3	Donghe-Zhu	2021-02-25
354c224	Donghe-Zhu	2021-02-24
1a0a88a	Donghe-Zhu	2021-02-24
57f701e	Donghe-Zhu	2021-02-24
06f3149	Donghe-Zhu	2021-02-16
401eab3	Donghe-Zhu	2021-02-15
e3bba84	Donghe-Zhu	2021-02-15
5dce4b1	Donghe-Zhu	2021-02-15
4469a0c	Donghe-Zhu	2021-02-13
5ae6a69	Donghe-Zhu	2021-02-10
05385dc	Donghe-Zhu	2021-02-10
f791ae4	Donghe-Zhu	2021-02-09
f71ae34	Donghe-Zhu	2021-02-09
c011832	Donghe-Zhu	2021-02-09
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
2f095d7	Donghe-Zhu	2021-02-07
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
e2ffc14	Donghe-Zhu	2021-02-05
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
a518739	Donghe-Zhu	2021-02-01
61666de	Donghe-Zhu	2021-01-31
865b582	Donghe-Zhu	2021-01-31
3e68089	Donghe-Zhu	2021-01-31
ecf335c	Donghe-Zhu	2021-01-31
a618965	Donghe-Zhu	2021-01-31
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
ae5c18f	Donghe-Zhu	2021-01-31
b50fe52	Donghe-Zhu	2021-01-31
ac99ae5	jens-daniel-mueller	2021-01-29
b5bdcaf	Donghe-Zhu	2021-01-29
442010d	Donghe-Zhu	2021-01-29
372adf5	Donghe-Zhu	2021-01-29
af8788e	Donghe-Zhu	2021-01-29
21c91c9	Donghe-Zhu	2021-01-29
eded038	Donghe-Zhu	2021-01-29
541d4dd	Donghe-Zhu	2021-01-29
6a75576	Donghe-Zhu	2021-01-28
16fba40	Donghe-Zhu	2021-01-28
12bc567	Donghe-Zhu	2021-01-27
ceed31b	Donghe-Zhu	2021-01-27
342402d	Donghe-Zhu	2021-01-27
5bad5c2	Donghe-Zhu	2021-01-27
61efb56	Donghe-Zhu	2021-01-25
48f638e	Donghe-Zhu	2021-01-25
c1cec47	Donghe-Zhu	2021-01-25
05ffb0c	Donghe-Zhu	2021-01-25
8b97165	Donghe-Zhu	2021-01-25
c569946	Donghe-Zhu	2021-01-24
a2f0d56	Donghe-Zhu	2021-01-23
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22
24cc264	jens-daniel-mueller	2021-01-22
7891955	Donghe-Zhu	2021-01-21
d4cf1cb	Donghe-Zhu	2021-01-21
1f3e5b6	jens-daniel-mueller	2021-01-20
0e7bdf1	jens-daniel-mueller	2021-01-15
4571843	jens-daniel-mueller	2021-01-14
b3564aa	jens-daniel-mueller	2021-01-14
8d032c3	jens-daniel-mueller	2021-01-14
17dee1d	jens-daniel-mueller	2021-01-13
7cdea0c	jens-daniel-mueller	2021-01-06
fa85b93	jens-daniel-mueller	2021-01-06
e5cb81a	Donghe-Zhu	2021-01-05
a499f10	Donghe-Zhu	2021-01-05
fb8a752	Donghe-Zhu	2020-12-23
8fae0b2	Donghe-Zhu	2020-12-21
c8b76b3	jens-daniel-mueller	2020-12-19

rm(max_rmse)

6.3 Predictor counts

The number of models where a particular predictor was included were counted for each basin, density slab and compared eras

# calculate cases of predictor used
lm_all_stats <- lm_best_long %>% 
  filter(term != "(Intercept)",
         delta_coeff != 0) %>% 
  group_by(basin, eras, gamma_slab) %>% 
  count(term) %>% 
  ungroup() %>% 
  pivot_wider(values_from = n,
              names_from = term,
              values_fill = 0)

# print table
lm_all_stats %>%
  gt(rowname_col = "gamma_slab",
     groupname_col = c("basin", "eras")) %>% 
  summary_rows(
    groups = TRUE,
    fns = list(total = "sum")
  )

	aou	nitrate	phosphate	phosphate_star	sal	silicate	temp
Atlantic - 1982-1999 --> 2000-2009
(-Inf,26]	5	10	5	5	10	5	8
(26,26.5]	7	10	7	8	5	5	7
(26.5,26.75]	8	10	7	7	5	6	6
(26.75,27]	8	10	6	7	5	8	5
(27,27.25]	8	10	6	7	8	5	4
(27.25,27.5]	9	10	5	9	6	3	5
(27.5,27.75]	10	10	0	4	6	5	4
(27.75,27.85]	6	10	0	4	6	5	8
(27.85,27.95]	5	10	0	5	8	6	6
(27.95,28.05]	3	10	3	4	6	4	9
(28.05,28.1]	7	10	0	5	6	7	5
(28.1,28.15]	9	10	2	3	6	5	4
(28.15,28.2]	8	10	6	6	4	2	6
(28.2, Inf]	4	10	8	5	0	3	5
total	97.00	140.00	55.00	79.00	81.00	69.00	82.00
Atlantic - 2000-2009 --> 2010-2019
(-Inf,26]	5	10	6	7	10	4	6
(26,26.5]	6	10	7	6	8	4	7
(26.5,26.75]	9	10	6	7	4	4	7
(26.75,27]	8	10	6	7	5	8	5
(27,27.25]	7	10	6	7	8	5	4
(27.25,27.5]	9	10	5	7	6	4	5
(27.5,27.75]	9	10	0	5	7	6	4
(27.75,27.85]	6	10	0	4	6	5	8
(27.85,27.95]	5	10	0	5	8	6	6
(27.95,28.05]	3	10	3	4	6	4	9
(28.05,28.1]	6	10	0	4	5	8	6
(28.1,28.15]	8	10	0	4	6	6	5
(28.15,28.2]	8	10	6	6	4	2	6
(28.2, Inf]	4	10	8	5	0	3	5
total	93.00	140.00	53.00	78.00	83.00	69.00	83.00
Indian - 1982-1999 --> 2000-2009
(-Inf,26]	7	10	5	4	6	6	10
(26,26.5]	7	10	5	6	5	6	9
(26.5,26.75]	7	10	6	7	4	5	8
(26.75,27]	7	10	7	6	5	8	5
(27,27.25]	6	10	7	6	7	7	6
(27.25,27.5]	4	10	7	5	10	4	4
(27.5,27.75]	2	10	8	6	5	5	9
(27.75,27.85]	2	10	0	6	6	6	5
(27.85,27.95]	4	10	0	5	5	5	6
(27.95,28.05]	4	10	1	4	5	5	5
(28.05,28.1]	5	10	1	4	4	6	3
(28.1,28.2]	8	10	4	4	7	4	6
(28.2,28.3]	7	10	8	5	6	6	6
(28.3, Inf]	7	10	7	8	6	4	6
total	77.00	140.00	66.00	76.00	81.00	77.00	88.00
Indian - 2000-2009 --> 2010-2019
(-Inf,26]	7	10	5	5	5	5	10
(26,26.5]	7	10	5	5	5	5	10
(26.5,26.75]	7	10	6	7	4	5	8
(26.75,27]	7	10	6	7	6	7	6
(27,27.25]	4	10	8	5	10	5	4
(27.25,27.5]	3	10	8	5	10	4	4
(27.5,27.75]	1	10	10	5	4	5	5
(27.75,27.85]	2	10	0	5	5	7	6
(27.85,27.95]	4	10	0	4	6	6	5
(27.95,28.05]	4	10	1	4	5	5	5
(28.05,28.1]	5	10	1	4	4	6	3
(28.1,28.2]	8	10	4	6	5	2	8
(28.2,28.3]	7	10	8	5	6	6	6
(28.3, Inf]	7	10	7	8	6	4	6
total	73.00	140.00	69.00	75.00	81.00	72.00	86.00
N_Atlantic - 1982-1999 --> 2000-2009
(26,26.5]	1	6	4	1	3	3	2
(26.5,26.75]	7	10	5	8	4	7	7
(26.75,27]	8	10	5	6	4	10	5
(27,27.25]	6	10	10	6	4	6	6
(27.25,27.5]	8	10	6	5	4	9	7
(27.5,27.75]	4	10	5	8	5	5	10
(27.75,27.85]	6	10	0	6	10	5	4
(27.85,27.95]	6	10	0	6	10	5	4
(27.95,28.05]	7	10	0	6	6	6	7
(28.05,28.1]	7	10	4	6	10	4	5
(28.1,28.15]	8	10	5	5	10	4	4
(28.15,28.2]	8	10	4	8	7	3	5
(28.2, Inf]	5	10	0	2	8	5	4
total	81.00	126.00	48.00	73.00	85.00	72.00	70.00
N_Atlantic - 2000-2009 --> 2010-2019
(-Inf,26]	2	0	0	0	0	1	1
(26.5,26.75]	6	10	6	6	4	8	8
(26.75,27]	8	10	5	6	4	10	5
(27,27.25]	6	10	8	5	5	9	6
(27.25,27.5]	8	10	6	6	4	9	6
(27.5,27.75]	5	10	4	7	6	6	10
(27.75,27.85]	6	10	0	6	10	5	4
(27.85,27.95]	6	10	0	6	10	5	4
(27.95,28.05]	9	10	2	5	4	4	7
(28.05,28.1]	7	10	4	6	10	4	5
(28.1,28.15]	7	10	4	6	10	4	5
(28.15,28.2]	9	10	4	6	5	2	6
(28.2, Inf]	4	10	1	1	3	3	3
total	83.00	120.00	44.00	66.00	75.00	70.00	70.00
N_Pacific - 1982-1999 --> 2000-2009
(-Inf,26]	3	10	4	9	3	5	10
(26,26.5]	7	10	5	6	5	9	7
(26.5,26.75]	7	10	7	7	5	8	5
(26.75,27]	8	10	6	7	6	6	6
(27,27.25]	7	10	6	6	4	4	10
(27.25,27.5]	6	10	6	7	7	7	6
(27.5,27.75]	7	10	6	6	7	8	4
(27.75,27.85]	7	10	5	6	6	5	9
(27.85,27.95]	6	10	7	6	4	10	4
(27.95,28.05]	8	10	5	5	5	10	4
(28.05,28.1]	6	10	7	7	8	6	5
(28.1,28.2]	6	10	8	6	5	8	5
(28.2,28.3]	2	10	8	6	5	5	6
(28.3, Inf]	6	10	8	4	4	1	5
total	86.00	140.00	88.00	88.00	74.00	92.00	86.00
N_Pacific - 2000-2009 --> 2010-2019
(-Inf,26]	6	10	4	6	3	6	10
(26,26.5]	7	10	6	5	5	10	6
(26.5,26.75]	6	10	7	8	5	8	4
(26.75,27]	8	10	6	6	7	5	6
(27,27.25]	7	10	5	7	5	5	9
(27.25,27.5]	7	10	6	5	5	10	6
(27.5,27.75]	6	10	6	4	6	10	6
(27.75,27.85]	8	10	4	6	6	6	8
(27.85,27.95]	6	10	7	6	4	10	4
(27.95,28.05]	7	10	6	7	6	7	6
(28.05,28.1]	5	10	7	6	7	7	7
(28.1,28.2]	4	10	6	8	5	7	6
(28.2,28.3]	2	10	7	5	7	4	6
(28.3, Inf]	5	10	4	0	7	5	4
total	84.00	140.00	81.00	79.00	78.00	100.00	88.00
Pacific - 1982-1999 --> 2000-2009
(-Inf,26]	7	10	7	7	6	6	7
(26,26.5]	9	10	5	7	5	7	6
(26.5,26.75]	8	10	4	5	6	6	9
(26.75,27]	7	10	5	5	5	5	10
(27,27.25]	9	10	4	4	5	4	10
(27.25,27.5]	7	10	6	6	4	4	10
(27.5,27.75]	7	10	6	6	6	8	6
(27.75,27.85]	6	10	6	8	5	6	6
(27.85,27.95]	8	10	4	6	6	7	7
(27.95,28.05]	6	10	4	9	6	7	5
(28.05,28.1]	7	10	3	3	7	6	5
(28.1,28.2]	6	10	8	6	7	5	6
(28.2,28.3]	3	10	9	4	10	3	5
(28.3, Inf]	7	10	7	6	4	9	5
total	97.00	140.00	78.00	82.00	82.00	83.00	97.00
Pacific - 2000-2009 --> 2010-2019
(-Inf,26]	8	10	6	8	5	6	6
(26,26.5]	8	10	5	6	5	8	7
(26.5,26.75]	8	10	4	5	6	6	9
(26.75,27]	7	10	5	5	5	5	10
(27,27.25]	9	10	4	4	5	4	10
(27.25,27.5]	10	10	3	3	4	4	10
(27.5,27.75]	7	10	5	7	5	8	6
(27.75,27.85]	5	10	6	8	6	7	6
(27.85,27.95]	6	10	6	7	6	8	6
(27.95,28.05]	5	10	5	9	6	7	5
(28.05,28.1]	8	10	2	3	8	5	5
(28.1,28.2]	2	10	8	7	7	6	6
(28.2,28.3]	3	10	9	5	9	3	6
(28.3, Inf]	8	10	6	6	4	8	6
total	94.00	140.00	74.00	83.00	81.00	85.00	98.00
SO - 1982-1999 --> 2000-2009
(26,26.5]	6	10	3	6	7	5	10
(26.5,26.75]	4	10	4	9	5	4	10
(26.75,27]	4	10	4	8	6	5	10
(27,27.25]	7	10	5	6	6	5	9
(27.25,27.5]	7	10	6	6	4	4	10
(27.5,27.75]	6	10	4	4	8	4	3
(27.75,27.85]	8	10	1	6	6	6	5
(27.85,27.95]	9	10	5	8	6	2	5
(27.95,28.05]	10	10	4	8	5	2	4
(28.05,28.1]	10	10	4	7	6	3	5
(28.1,28.15]	5	10	1	4	6	6	9
(28.1,28.2]	9	10	5	8	6	2	5
(28.15,28.2]	4	10	2	5	8	6	7
(28.2, Inf]	8	10	8	6	6	5	5
(28.2,28.3]	5	10	9	5	6	0	6
(28.3, Inf]	6	10	4	6	10	4	8
total	108.00	160.00	69.00	102.00	101.00	63.00	111.00
SO - 2000-2009 --> 2010-2019
(26,26.5]	5	10	0	4	4	6	6
(26.5,26.75]	4	10	5	9	6	4	9
(26.75,27]	5	10	4	7	7	4	10
(27,27.25]	7	10	5	5	5	5	10
(27.25,27.5]	7	10	6	6	5	4	9
(27.5,27.75]	4	10	6	4	7	4	4
(27.75,27.85]	7	10	4	4	7	3	4
(27.85,27.95]	7	10	7	7	6	5	6
(27.95,28.05]	10	10	4	8	5	2	4
(28.05,28.1]	9	10	4	8	7	3	5
(28.1,28.15]	6	10	2	6	6	5	7
(28.1,28.2]	8	10	6	8	6	1	6
(28.15,28.2]	3	10	2	4	10	5	7
(28.2, Inf]	8	10	5	6	9	5	5
(28.2,28.3]	5	10	8	6	6	1	7
(28.3, Inf]	4	10	9	6	9	4	6
total	99.00	160.00	77.00	98.00	105.00	61.00	105.00

6.4 RMSE alternatives

AIC is an alternative criterion to RMSE to judge model quality, but not (yet) taken into account.

lm_all_fitted_wide_eras %>% 
  ggplot(aes(rmse, aic, col = gamma_slab)) +
  geom_point() +
  scale_color_viridis_d() +
  facet_grid(eras~basin)

Past versions of aic_vs_rmse_all_models-1.png

Version	Author	Date
a4ddd84	Donghe-Zhu	2021-07-27
7ef49ab	Donghe-Zhu	2021-07-27
da818c0	Donghe-Zhu	2021-07-27
8623898	Donghe-Zhu	2021-07-27
f84b77c	Donghe-Zhu	2021-07-27
70ad9a5	Donghe-Zhu	2021-07-27
0d0b48d	Donghe-Zhu	2021-07-27
d0d97c6	Donghe-Zhu	2021-07-27
829510d	Donghe-Zhu	2021-07-27
780627d	Donghe-Zhu	2021-07-27
e9838c9	Donghe-Zhu	2021-07-27
2777f33	Donghe-Zhu	2021-07-27
d19760f	Donghe-Zhu	2021-07-27
cac5680	Donghe-Zhu	2021-07-23
7bb279a	Donghe-Zhu	2021-07-23
d52eac4	Donghe-Zhu	2021-07-23
dcf34b1	Donghe-Zhu	2021-07-23
419cb72	Donghe-Zhu	2021-07-22
9447d10	Donghe-Zhu	2021-07-22
639c9a0	Donghe-Zhu	2021-07-22
25bb96f	Donghe-Zhu	2021-07-22
cdc98a3	Donghe-Zhu	2021-07-22
e4805a1	Donghe-Zhu	2021-07-22
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
698b6f0	Donghe-Zhu	2021-07-20
d84a1cb	Donghe-Zhu	2021-07-20
4dce223	Donghe-Zhu	2021-07-20
6f28c0c	Donghe-Zhu	2021-07-20
db1e7b7	Donghe-Zhu	2021-07-19
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
57d0420	Donghe-Zhu	2021-07-16
c1be8f6	Donghe-Zhu	2021-07-16
26a7c15	Donghe-Zhu	2021-07-16
046902b	Donghe-Zhu	2021-07-16
3d4ac14	Donghe-Zhu	2021-07-15
be6fff9	Donghe-Zhu	2021-07-15
b473472	Donghe-Zhu	2021-07-15
363270a	Donghe-Zhu	2021-07-15
8b75a03	Donghe-Zhu	2021-07-15
a01e135	Donghe-Zhu	2021-07-07
bc83ef2	Donghe-Zhu	2021-07-07
75e7b07	Donghe-Zhu	2021-07-06
697aa6d	Donghe-Zhu	2021-07-06
d52e2de	Donghe-Zhu	2021-07-06
f2bde6b	Donghe-Zhu	2021-07-06
1133f28	Donghe-Zhu	2021-07-06
fe3a1cd	Donghe-Zhu	2021-07-06
d9cdf15	Donghe-Zhu	2021-07-06
ee4cd2d	Donghe-Zhu	2021-07-06
93821c1	Donghe-Zhu	2021-07-05
d44db8e	Donghe-Zhu	2021-07-05
20b3436	Donghe-Zhu	2021-07-05
d982ea5	Donghe-Zhu	2021-07-05
7397e53	Donghe-Zhu	2021-07-05
f2e4805	Donghe-Zhu	2021-07-05
e2d011a	Donghe-Zhu	2021-07-05
85e0349	Donghe-Zhu	2021-07-05
6ee0146	Donghe-Zhu	2021-07-05
a482a6b	Donghe-Zhu	2021-07-05
f59f1b3	Donghe-Zhu	2021-07-05
116bcab	Donghe-Zhu	2021-07-04
cb1c8dc	Donghe-Zhu	2021-07-04
c9bdd83	Donghe-Zhu	2021-07-04
1920ad9	Donghe-Zhu	2021-07-04
0b02791	Donghe-Zhu	2021-06-25
caf62d8	Donghe-Zhu	2021-06-25
90a9da5	Donghe-Zhu	2021-06-25
bb413c8	Donghe-Zhu	2021-06-25
e7a5266	Donghe-Zhu	2021-06-24
7c57720	Donghe-Zhu	2021-06-24
b5b95a9	Donghe-Zhu	2021-06-24
472aad4	Donghe-Zhu	2021-06-24
d517836	Donghe-Zhu	2021-06-24
9221bfe	Donghe-Zhu	2021-06-24
bff5fbf	Donghe-Zhu	2021-06-23
256a616	Donghe-Zhu	2021-06-23
00072e2	Donghe-Zhu	2021-06-23
7431530	Donghe-Zhu	2021-06-20
d20c383	Donghe-Zhu	2021-06-18
b0874a2	Donghe-Zhu	2021-06-17
72c2f2e	Donghe-Zhu	2021-06-15
d97dcb6	Donghe-Zhu	2021-06-08
25dda1d	Donghe-Zhu	2021-06-08
bd2bcc3	Donghe-Zhu	2021-06-08
e9b27d7	Donghe-Zhu	2021-06-07
7ae0d4b	Donghe-Zhu	2021-06-07
325391f	Donghe-Zhu	2021-06-07
ed89970	Donghe-Zhu	2021-06-07
df37958	Donghe-Zhu	2021-06-07
812bf63	Donghe-Zhu	2021-06-06
65c89c8	Donghe-Zhu	2021-06-06
9baa3b2	Donghe-Zhu	2021-06-06
b7d99cf	Donghe-Zhu	2021-06-06
5d8fa90	Donghe-Zhu	2021-06-06
dbe2a95	Donghe-Zhu	2021-05-28
d50b039	Donghe-Zhu	2021-05-28
441ebe5	Donghe-Zhu	2021-05-28
6262ad3	Donghe-Zhu	2021-05-28
a61aa77	Donghe-Zhu	2021-05-28
b8dbce4	Donghe-Zhu	2021-05-28
94a833e	Donghe-Zhu	2021-05-27
5e0bd64	Donghe-Zhu	2021-05-27
af1eadd	Donghe-Zhu	2021-05-27
9179bfe	Donghe-Zhu	2021-05-27
28cbe5e	Donghe-Zhu	2021-05-27
a618f02	Donghe-Zhu	2021-05-27
4623e38	Donghe-Zhu	2021-05-27
b81bb49	Donghe-Zhu	2021-05-27
951e188	Donghe-Zhu	2021-05-27
e377833	Donghe-Zhu	2021-05-26
2705a04	Donghe-Zhu	2021-03-28
cd5f759	Donghe-Zhu	2021-03-28
75dda4d	Donghe-Zhu	2021-03-27
0b19f6e	Donghe-Zhu	2021-03-27
e2704ca	Donghe-Zhu	2021-03-27
3061a0b	Donghe-Zhu	2021-03-27
b883157	Donghe-Zhu	2021-03-27
d19654d	Donghe-Zhu	2021-03-26
6c53dbf	Donghe-Zhu	2021-03-25
1914a11	Donghe-Zhu	2021-03-24
8be810e	Donghe-Zhu	2021-03-23
bf19764	Donghe-Zhu	2021-03-22
3ec9d3d	Donghe-Zhu	2021-03-22
134ace1	Donghe-Zhu	2021-03-22
f6d70a4	Donghe-Zhu	2021-03-22
183443b	Donghe-Zhu	2021-03-21
2e6976b	Donghe-Zhu	2021-03-21
51a42bd	Donghe-Zhu	2021-03-16
f745381	Donghe-Zhu	2021-03-16
aecbf75	Donghe-Zhu	2021-03-14
1b2a0c2	Donghe-Zhu	2021-03-14
6733e48	Donghe-Zhu	2021-03-12
ba71e6a	Donghe-Zhu	2021-03-12
9dbf5bd	Donghe-Zhu	2021-03-11
a49df30	Donghe-Zhu	2021-03-11
b3348a5	Donghe-Zhu	2021-03-11
1c24ff7	Donghe-Zhu	2021-03-10
94ce5a8	Donghe-Zhu	2021-03-10
db33928	Donghe-Zhu	2021-03-10
3d1f470	Donghe-Zhu	2021-03-10
9b7bc66	Donghe-Zhu	2021-03-10
5365f80	Donghe-Zhu	2021-03-10
2b6c392	Donghe-Zhu	2021-03-10
9f58753	Donghe-Zhu	2021-03-10
9d5a62c	Donghe-Zhu	2021-03-10
5d1e70b	Donghe-Zhu	2021-03-10
2093979	Donghe-Zhu	2021-03-10
b865899	Donghe-Zhu	2021-03-10
cc2a956	Donghe-Zhu	2021-03-10
dba33c8	Donghe-Zhu	2021-03-09
17f1c4a	Donghe-Zhu	2021-03-09
c024d1a	Donghe-Zhu	2021-03-09
02f7242	Donghe-Zhu	2021-03-09
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
058e0a1	Donghe-Zhu	2021-03-08
112dea0	Donghe-Zhu	2021-03-08
1843412	Donghe-Zhu	2021-03-08
3fbbfa4	Donghe-Zhu	2021-03-07
627c8fb	Donghe-Zhu	2021-03-07
9ef3222	Donghe-Zhu	2021-03-05
8c1e978	Donghe-Zhu	2021-03-05
865f68c	Donghe-Zhu	2021-03-05
ee69bc1	Donghe-Zhu	2021-03-05
a79291f	Donghe-Zhu	2021-03-05
e8c6f30	Donghe-Zhu	2021-03-04
59288fe	Donghe-Zhu	2021-03-04
731abc8	Donghe-Zhu	2021-03-04
e2a5a33	Donghe-Zhu	2021-03-04
c7892c1	Donghe-Zhu	2021-03-04
924430b	Donghe-Zhu	2021-03-03
0d0bca1	Donghe-Zhu	2021-03-03
cb63c16	Donghe-Zhu	2021-03-03
ffda45a	Donghe-Zhu	2021-03-03
691ba81	Donghe-Zhu	2021-03-03
c5e45a2	Donghe-Zhu	2021-03-03
89c3e58	Donghe-Zhu	2021-03-03
c911669	Donghe-Zhu	2021-03-03
13666ca	Donghe-Zhu	2021-03-01
c6e60fe	Donghe-Zhu	2021-03-01
7a388f7	Donghe-Zhu	2021-03-01
799e913	Donghe-Zhu	2021-03-01
66ff99f	Donghe-Zhu	2021-03-01
ac9bb7a	Donghe-Zhu	2021-02-28
efdc047	Donghe-Zhu	2021-02-28
e9a7418	Donghe-Zhu	2021-02-28
287123c	Donghe-Zhu	2021-02-27
54d5b5b	Donghe-Zhu	2021-02-27
330f064	Donghe-Zhu	2021-02-27
adbc9bc	Donghe-Zhu	2021-02-27
5937141	Donghe-Zhu	2021-02-27
4414bbf	Donghe-Zhu	2021-02-27
a265efb	Donghe-Zhu	2021-02-27
19edd1e	Donghe-Zhu	2021-02-27
f20483f	Donghe-Zhu	2021-02-26
6a2c7b3	Donghe-Zhu	2021-02-25
02b976d	Donghe-Zhu	2021-02-24
354c224	Donghe-Zhu	2021-02-24
1a0a88a	Donghe-Zhu	2021-02-24
57f701e	Donghe-Zhu	2021-02-24
06f3149	Donghe-Zhu	2021-02-16
e3bba84	Donghe-Zhu	2021-02-15
5dce4b1	Donghe-Zhu	2021-02-15
4469a0c	Donghe-Zhu	2021-02-13
5ae6a69	Donghe-Zhu	2021-02-10
05385dc	Donghe-Zhu	2021-02-10
f791ae4	Donghe-Zhu	2021-02-09
f71ae34	Donghe-Zhu	2021-02-09
c011832	Donghe-Zhu	2021-02-09
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
2f095d7	Donghe-Zhu	2021-02-07
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
61666de	Donghe-Zhu	2021-01-31
865b582	Donghe-Zhu	2021-01-31
3e68089	Donghe-Zhu	2021-01-31
ecf335c	Donghe-Zhu	2021-01-31
a618965	Donghe-Zhu	2021-01-31
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
ae5c18f	Donghe-Zhu	2021-01-31
b50fe52	Donghe-Zhu	2021-01-31
ac99ae5	jens-daniel-mueller	2021-01-29
b5bdcaf	Donghe-Zhu	2021-01-29
442010d	Donghe-Zhu	2021-01-29
372adf5	Donghe-Zhu	2021-01-29
af8788e	Donghe-Zhu	2021-01-29
21c91c9	Donghe-Zhu	2021-01-29
eded038	Donghe-Zhu	2021-01-29
541d4dd	Donghe-Zhu	2021-01-29
6a75576	Donghe-Zhu	2021-01-28
16fba40	Donghe-Zhu	2021-01-28
12bc567	Donghe-Zhu	2021-01-27
ceed31b	Donghe-Zhu	2021-01-27
342402d	Donghe-Zhu	2021-01-27
5bad5c2	Donghe-Zhu	2021-01-27
61efb56	Donghe-Zhu	2021-01-25
48f638e	Donghe-Zhu	2021-01-25
c1cec47	Donghe-Zhu	2021-01-25
05ffb0c	Donghe-Zhu	2021-01-25
8b97165	Donghe-Zhu	2021-01-25
c569946	Donghe-Zhu	2021-01-24
a2f0d56	Donghe-Zhu	2021-01-23
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22
24cc264	jens-daniel-mueller	2021-01-22
7891955	Donghe-Zhu	2021-01-21
d4cf1cb	Donghe-Zhu	2021-01-21
1f3e5b6	jens-daniel-mueller	2021-01-20
0e7bdf1	jens-daniel-mueller	2021-01-15
4571843	jens-daniel-mueller	2021-01-14
b3564aa	jens-daniel-mueller	2021-01-14
8d032c3	jens-daniel-mueller	2021-01-14
17dee1d	jens-daniel-mueller	2021-01-13
7cdea0c	jens-daniel-mueller	2021-01-06
fa85b93	jens-daniel-mueller	2021-01-06
e5cb81a	Donghe-Zhu	2021-01-05
a499f10	Donghe-Zhu	2021-01-05
fb8a752	Donghe-Zhu	2020-12-23
8fae0b2	Donghe-Zhu	2020-12-21
c8b76b3	jens-daniel-mueller	2020-12-19

lm_best %>% 
  ggplot(aes(rmse, aic, col = gamma_slab)) +
  geom_point() +
  scale_color_viridis_d() +
  facet_grid(eras~basin)

Past versions of aic_vs_rmse_selected_models-1.png

Version	Author	Date
a4ddd84	Donghe-Zhu	2021-07-27
7ef49ab	Donghe-Zhu	2021-07-27
da818c0	Donghe-Zhu	2021-07-27
8623898	Donghe-Zhu	2021-07-27
f84b77c	Donghe-Zhu	2021-07-27
70ad9a5	Donghe-Zhu	2021-07-27
0d0b48d	Donghe-Zhu	2021-07-27
d0d97c6	Donghe-Zhu	2021-07-27
829510d	Donghe-Zhu	2021-07-27
780627d	Donghe-Zhu	2021-07-27
e9838c9	Donghe-Zhu	2021-07-27
2777f33	Donghe-Zhu	2021-07-27
d19760f	Donghe-Zhu	2021-07-27
cac5680	Donghe-Zhu	2021-07-23
7bb279a	Donghe-Zhu	2021-07-23
d52eac4	Donghe-Zhu	2021-07-23
dcf34b1	Donghe-Zhu	2021-07-23
419cb72	Donghe-Zhu	2021-07-22
9447d10	Donghe-Zhu	2021-07-22
639c9a0	Donghe-Zhu	2021-07-22
25bb96f	Donghe-Zhu	2021-07-22
cdc98a3	Donghe-Zhu	2021-07-22
e4805a1	Donghe-Zhu	2021-07-22
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
698b6f0	Donghe-Zhu	2021-07-20
d84a1cb	Donghe-Zhu	2021-07-20
4dce223	Donghe-Zhu	2021-07-20
6f28c0c	Donghe-Zhu	2021-07-20
db1e7b7	Donghe-Zhu	2021-07-19
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
57d0420	Donghe-Zhu	2021-07-16
c1be8f6	Donghe-Zhu	2021-07-16
26a7c15	Donghe-Zhu	2021-07-16
046902b	Donghe-Zhu	2021-07-16
3d4ac14	Donghe-Zhu	2021-07-15
be6fff9	Donghe-Zhu	2021-07-15
b473472	Donghe-Zhu	2021-07-15
363270a	Donghe-Zhu	2021-07-15
8b75a03	Donghe-Zhu	2021-07-15
a01e135	Donghe-Zhu	2021-07-07
bc83ef2	Donghe-Zhu	2021-07-07
75e7b07	Donghe-Zhu	2021-07-06
697aa6d	Donghe-Zhu	2021-07-06
d52e2de	Donghe-Zhu	2021-07-06
f2bde6b	Donghe-Zhu	2021-07-06
1133f28	Donghe-Zhu	2021-07-06
fe3a1cd	Donghe-Zhu	2021-07-06
d9cdf15	Donghe-Zhu	2021-07-06
ee4cd2d	Donghe-Zhu	2021-07-06
93821c1	Donghe-Zhu	2021-07-05
d44db8e	Donghe-Zhu	2021-07-05
20b3436	Donghe-Zhu	2021-07-05
d982ea5	Donghe-Zhu	2021-07-05
7397e53	Donghe-Zhu	2021-07-05
f2e4805	Donghe-Zhu	2021-07-05
e2d011a	Donghe-Zhu	2021-07-05
85e0349	Donghe-Zhu	2021-07-05
6ee0146	Donghe-Zhu	2021-07-05
a482a6b	Donghe-Zhu	2021-07-05
f59f1b3	Donghe-Zhu	2021-07-05
116bcab	Donghe-Zhu	2021-07-04
cb1c8dc	Donghe-Zhu	2021-07-04
c9bdd83	Donghe-Zhu	2021-07-04
1920ad9	Donghe-Zhu	2021-07-04
0b02791	Donghe-Zhu	2021-06-25
caf62d8	Donghe-Zhu	2021-06-25
90a9da5	Donghe-Zhu	2021-06-25
bb413c8	Donghe-Zhu	2021-06-25
e7a5266	Donghe-Zhu	2021-06-24
7c57720	Donghe-Zhu	2021-06-24
b5b95a9	Donghe-Zhu	2021-06-24
472aad4	Donghe-Zhu	2021-06-24
d517836	Donghe-Zhu	2021-06-24
9221bfe	Donghe-Zhu	2021-06-24
bff5fbf	Donghe-Zhu	2021-06-23
256a616	Donghe-Zhu	2021-06-23
00072e2	Donghe-Zhu	2021-06-23
7431530	Donghe-Zhu	2021-06-20
d20c383	Donghe-Zhu	2021-06-18
b0874a2	Donghe-Zhu	2021-06-17
72c2f2e	Donghe-Zhu	2021-06-15
d97dcb6	Donghe-Zhu	2021-06-08
25dda1d	Donghe-Zhu	2021-06-08
bd2bcc3	Donghe-Zhu	2021-06-08
e9b27d7	Donghe-Zhu	2021-06-07
7ae0d4b	Donghe-Zhu	2021-06-07
325391f	Donghe-Zhu	2021-06-07
ed89970	Donghe-Zhu	2021-06-07
df37958	Donghe-Zhu	2021-06-07
812bf63	Donghe-Zhu	2021-06-06
65c89c8	Donghe-Zhu	2021-06-06
9baa3b2	Donghe-Zhu	2021-06-06
b7d99cf	Donghe-Zhu	2021-06-06
5d8fa90	Donghe-Zhu	2021-06-06
dbe2a95	Donghe-Zhu	2021-05-28
d50b039	Donghe-Zhu	2021-05-28
441ebe5	Donghe-Zhu	2021-05-28
6262ad3	Donghe-Zhu	2021-05-28
a61aa77	Donghe-Zhu	2021-05-28
b8dbce4	Donghe-Zhu	2021-05-28
94a833e	Donghe-Zhu	2021-05-27
5e0bd64	Donghe-Zhu	2021-05-27
af1eadd	Donghe-Zhu	2021-05-27
9179bfe	Donghe-Zhu	2021-05-27
28cbe5e	Donghe-Zhu	2021-05-27
a618f02	Donghe-Zhu	2021-05-27
4623e38	Donghe-Zhu	2021-05-27
b81bb49	Donghe-Zhu	2021-05-27
951e188	Donghe-Zhu	2021-05-27
e377833	Donghe-Zhu	2021-05-26
2705a04	Donghe-Zhu	2021-03-28
cd5f759	Donghe-Zhu	2021-03-28
75dda4d	Donghe-Zhu	2021-03-27
0b19f6e	Donghe-Zhu	2021-03-27
e2704ca	Donghe-Zhu	2021-03-27
3061a0b	Donghe-Zhu	2021-03-27
b883157	Donghe-Zhu	2021-03-27
d19654d	Donghe-Zhu	2021-03-26
6c53dbf	Donghe-Zhu	2021-03-25
1914a11	Donghe-Zhu	2021-03-24
8be810e	Donghe-Zhu	2021-03-23
bf19764	Donghe-Zhu	2021-03-22
3ec9d3d	Donghe-Zhu	2021-03-22
134ace1	Donghe-Zhu	2021-03-22
f6d70a4	Donghe-Zhu	2021-03-22
183443b	Donghe-Zhu	2021-03-21
2e6976b	Donghe-Zhu	2021-03-21
51a42bd	Donghe-Zhu	2021-03-16
f745381	Donghe-Zhu	2021-03-16
aecbf75	Donghe-Zhu	2021-03-14
1b2a0c2	Donghe-Zhu	2021-03-14
6733e48	Donghe-Zhu	2021-03-12
ba71e6a	Donghe-Zhu	2021-03-12
9dbf5bd	Donghe-Zhu	2021-03-11
a49df30	Donghe-Zhu	2021-03-11
b3348a5	Donghe-Zhu	2021-03-11
1c24ff7	Donghe-Zhu	2021-03-10
94ce5a8	Donghe-Zhu	2021-03-10
db33928	Donghe-Zhu	2021-03-10
3d1f470	Donghe-Zhu	2021-03-10
9b7bc66	Donghe-Zhu	2021-03-10
4168b43	Donghe-Zhu	2021-03-10
5365f80	Donghe-Zhu	2021-03-10
2b6c392	Donghe-Zhu	2021-03-10
9f58753	Donghe-Zhu	2021-03-10
fd528ed	Donghe-Zhu	2021-03-10
9d5a62c	Donghe-Zhu	2021-03-10
5d1e70b	Donghe-Zhu	2021-03-10
2093979	Donghe-Zhu	2021-03-10
b865899	Donghe-Zhu	2021-03-10
cc2a956	Donghe-Zhu	2021-03-10
60689fb	Donghe-Zhu	2021-03-10
dba33c8	Donghe-Zhu	2021-03-09
17f1c4a	Donghe-Zhu	2021-03-09
c024d1a	Donghe-Zhu	2021-03-09
02f7242	Donghe-Zhu	2021-03-09
6f50bc6	Donghe-Zhu	2021-03-09
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
058e0a1	Donghe-Zhu	2021-03-08
112dea0	Donghe-Zhu	2021-03-08
1843412	Donghe-Zhu	2021-03-08
3fbbfa4	Donghe-Zhu	2021-03-07
627c8fb	Donghe-Zhu	2021-03-07
9ef3222	Donghe-Zhu	2021-03-05
8c1e978	Donghe-Zhu	2021-03-05
865f68c	Donghe-Zhu	2021-03-05
ee69bc1	Donghe-Zhu	2021-03-05
a79291f	Donghe-Zhu	2021-03-05
e8c6f30	Donghe-Zhu	2021-03-04
59288fe	Donghe-Zhu	2021-03-04
731abc8	Donghe-Zhu	2021-03-04
e2a5a33	Donghe-Zhu	2021-03-04
c7892c1	Donghe-Zhu	2021-03-04
924430b	Donghe-Zhu	2021-03-03
0d0bca1	Donghe-Zhu	2021-03-03
cb63c16	Donghe-Zhu	2021-03-03
ffda45a	Donghe-Zhu	2021-03-03
691ba81	Donghe-Zhu	2021-03-03
c5e45a2	Donghe-Zhu	2021-03-03
89c3e58	Donghe-Zhu	2021-03-03
c407a50	Donghe-Zhu	2021-03-03
c911669	Donghe-Zhu	2021-03-03
b71c719	Donghe-Zhu	2021-03-01
13666ca	Donghe-Zhu	2021-03-01
c6e60fe	Donghe-Zhu	2021-03-01
7a388f7	Donghe-Zhu	2021-03-01
799e913	Donghe-Zhu	2021-03-01
66ff99f	Donghe-Zhu	2021-03-01
ac9bb7a	Donghe-Zhu	2021-02-28
efdc047	Donghe-Zhu	2021-02-28
e9a7418	Donghe-Zhu	2021-02-28
e152917	Donghe-Zhu	2021-02-28
287123c	Donghe-Zhu	2021-02-27
54d5b5b	Donghe-Zhu	2021-02-27
330f064	Donghe-Zhu	2021-02-27
adbc9bc	Donghe-Zhu	2021-02-27
5937141	Donghe-Zhu	2021-02-27
4414bbf	Donghe-Zhu	2021-02-27
a265efb	Donghe-Zhu	2021-02-27
19edd1e	Donghe-Zhu	2021-02-27
f20483f	Donghe-Zhu	2021-02-26
6a2c7b3	Donghe-Zhu	2021-02-25
354c224	Donghe-Zhu	2021-02-24
1a0a88a	Donghe-Zhu	2021-02-24
57f701e	Donghe-Zhu	2021-02-24
06f3149	Donghe-Zhu	2021-02-16
401eab3	Donghe-Zhu	2021-02-15
e3bba84	Donghe-Zhu	2021-02-15
5dce4b1	Donghe-Zhu	2021-02-15
4469a0c	Donghe-Zhu	2021-02-13
5ae6a69	Donghe-Zhu	2021-02-10
05385dc	Donghe-Zhu	2021-02-10
f791ae4	Donghe-Zhu	2021-02-09
f71ae34	Donghe-Zhu	2021-02-09
c011832	Donghe-Zhu	2021-02-09
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
2f095d7	Donghe-Zhu	2021-02-07
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
e2ffc14	Donghe-Zhu	2021-02-05
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
a518739	Donghe-Zhu	2021-02-01
61666de	Donghe-Zhu	2021-01-31
865b582	Donghe-Zhu	2021-01-31
3e68089	Donghe-Zhu	2021-01-31
ecf335c	Donghe-Zhu	2021-01-31
a618965	Donghe-Zhu	2021-01-31
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
ae5c18f	Donghe-Zhu	2021-01-31
b50fe52	Donghe-Zhu	2021-01-31
ac99ae5	jens-daniel-mueller	2021-01-29
b5bdcaf	Donghe-Zhu	2021-01-29
442010d	Donghe-Zhu	2021-01-29
372adf5	Donghe-Zhu	2021-01-29
af8788e	Donghe-Zhu	2021-01-29
21c91c9	Donghe-Zhu	2021-01-29
eded038	Donghe-Zhu	2021-01-29
541d4dd	Donghe-Zhu	2021-01-29
6a75576	Donghe-Zhu	2021-01-28
16fba40	Donghe-Zhu	2021-01-28
12bc567	Donghe-Zhu	2021-01-27
ceed31b	Donghe-Zhu	2021-01-27
342402d	Donghe-Zhu	2021-01-27
5bad5c2	Donghe-Zhu	2021-01-27
61efb56	Donghe-Zhu	2021-01-25
48f638e	Donghe-Zhu	2021-01-25
c1cec47	Donghe-Zhu	2021-01-25
05ffb0c	Donghe-Zhu	2021-01-25
8b97165	Donghe-Zhu	2021-01-25
c569946	Donghe-Zhu	2021-01-24
a2f0d56	Donghe-Zhu	2021-01-23
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22
24cc264	jens-daniel-mueller	2021-01-22
7891955	Donghe-Zhu	2021-01-21
d4cf1cb	Donghe-Zhu	2021-01-21
1f3e5b6	jens-daniel-mueller	2021-01-20
0e7bdf1	jens-daniel-mueller	2021-01-15
4571843	jens-daniel-mueller	2021-01-14
b3564aa	jens-daniel-mueller	2021-01-14
8d032c3	jens-daniel-mueller	2021-01-14
17dee1d	jens-daniel-mueller	2021-01-13
7cdea0c	jens-daniel-mueller	2021-01-06
fa85b93	jens-daniel-mueller	2021-01-06
e5cb81a	Donghe-Zhu	2021-01-05
a499f10	Donghe-Zhu	2021-01-05
fb8a752	Donghe-Zhu	2020-12-23
8fae0b2	Donghe-Zhu	2020-12-21
c8b76b3	jens-daniel-mueller	2020-12-19

Session information

sessionInfo()

R version 4.0.3 (2020-10-10)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: openSUSE Leap 15.2

Matrix products: default
BLAS:   /usr/local/R-4.0.3/lib64/R/lib/libRblas.so
LAPACK: /usr/local/R-4.0.3/lib64/R/lib/libRlapack.so

locale:
 [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
 [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
 [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
 [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
 [9] LC_ADDRESS=C               LC_TELEPHONE=C            
[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] car_3.0-10       carData_3.0-4    gt_0.2.2         corrr_0.4.3     
 [5] broom_0.7.5      kableExtra_1.3.1 knitr_1.30       olsrr_0.5.3     
 [9] GGally_2.0.0     lubridate_1.7.9  ggforce_0.3.3    metR_0.9.0      
[13] scico_1.2.0      patchwork_1.1.1  collapse_1.5.0   forcats_0.5.0   
[17] stringr_1.4.0    dplyr_1.0.5      purrr_0.3.4      readr_1.4.0     
[21] tidyr_1.1.2      tibble_3.0.4     ggplot2_3.3.3    tidyverse_1.3.0 
[25] workflowr_1.6.2 

loaded via a namespace (and not attached):
 [1] fs_1.5.0                 webshot_0.5.2            RColorBrewer_1.1-2      
 [4] httr_1.4.2               rprojroot_2.0.2          tools_4.0.3             
 [7] backports_1.1.10         R6_2.5.0                 nortest_1.0-4           
[10] DBI_1.1.0                colorspace_2.0-0         withr_2.3.0             
[13] gridExtra_2.3            tidyselect_1.1.0         curl_4.3                
[16] compiler_4.0.3           git2r_0.27.1             cli_2.2.0               
[19] rvest_0.3.6              xml2_1.3.2               sass_0.2.0              
[22] labeling_0.4.2           scales_1.1.1             checkmate_2.0.0         
[25] goftest_1.2-2            digest_0.6.27            foreign_0.8-80          
[28] rmarkdown_2.5            rio_0.5.16               pkgconfig_2.0.3         
[31] htmltools_0.5.0          highr_0.8                dbplyr_1.4.4            
[34] rlang_0.4.10             readxl_1.3.1             rstudioapi_0.13         
[37] farver_2.0.3             generics_0.1.0           jsonlite_1.7.2          
[40] zip_2.1.1                magrittr_2.0.1           Matrix_1.2-18           
[43] Rcpp_1.0.5               munsell_0.5.0            fansi_0.4.1             
[46] abind_1.4-5              lifecycle_1.0.0          stringi_1.5.3           
[49] whisker_0.4              yaml_2.2.1               MASS_7.3-53             
[52] plyr_1.8.6               grid_4.0.3               blob_1.2.1              
[55] parallel_4.0.3           promises_1.1.1           crayon_1.3.4            
[58] lattice_0.20-41          haven_2.3.1              hms_0.5.3               
[61] pillar_1.4.7             reprex_0.3.0             glue_1.4.2              
[64] evaluate_0.14            RcppArmadillo_0.10.1.2.2 data.table_1.13.6       
[67] modelr_0.1.8             vctrs_0.3.6              tweenr_1.0.2            
[70] httpuv_1.5.4             cellranger_1.1.0         gtable_0.3.0            
[73] polyclip_1.10-0          reshape_0.8.8            assertthat_0.2.1        
[76] openxlsx_4.2.3           xfun_0.20                RcppEigen_0.3.3.9.1     
[79] later_1.1.0.1            viridisLite_0.3.0        ellipsis_0.3.1          
[82] here_1.0.1