eMLR - model fitting

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Last updated: 2021-07-29

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

Great job! The global environment was empty. Objects defined in the global environment can affect the analysis in your R Markdown file in unknown ways. For reproduciblity it’s best to always run the code in an empty environment.

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

Nice! There were no cached chunks for this analysis, so you can be confident that you successfully produced the results during this run.

File paths: relative

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Repository version: 0f6c901

Great! You are using Git for version control. Tracking code development and connecting the code version to the results is critical for reproducibility.

The results in this page were generated with repository version 0f6c901. 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	0f6c901	Donghe-Zhu	2021-07-29	local rebuild
html	ec68363	Donghe-Zhu	2021-07-28	Build site.
html	d3018f6	Donghe-Zhu	2021-07-28	Build site.
html	b8ba2c4	Donghe-Zhu	2021-07-28	Build site.
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
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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 + silicate + phosphate_star	67	1.1999992	228.568767	29.934117	5.2094168	1982-1999 –> 2000-2009	2.2271939	1.0271947	418.952711	48.533836	5	6
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	67	1.1936796	227.861205	56.191064	5.1635157	1982-1999 –> 2000-2009	2.2285289	1.0348493	419.150917	68.570280	1	3
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	67	1.1941745	227.916756	55.112894	5.1616502	1982-1999 –> 2000-2009	2.2345088	1.0403343	419.851388	71.648963	2	5
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	67	1.1949606	228.004932	91.334391	5.1687680	1982-1999 –> 2000-2009	2.2447701	1.0498095	421.045701	111.216049	3	8
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	67	1.2019301	228.784204	48.988102	5.0114634	1982-1999 –> 2000-2009	2.2489516	1.0470216	421.500549	76.746886	6	10
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	67	1.2034537	228.953966	27.391040	5.0062585	1982-1999 –> 2000-2009	2.2567806	1.0533269	422.402806	53.183732	7	13
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	67	1.2036507	228.975891	124.681421	5.0095776	1982-1999 –> 2000-2009	2.2642785	1.0606278	423.267433	153.785872	8	15
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	67	1.1989140	228.447529	88.975861	5.1713869	1982-1999 –> 2000-2009	2.3226584	1.1237444	429.791317	132.400033	4	15
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	67	1.2064623	229.288535	78.752213	4.9916485	1982-1999 –> 2000-2009	2.3358707	1.1294085	431.245708	160.108060	10	22
Atlantic	(-Inf,26]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	67	1.2825414	235.482800	8.652877	5.9167681	1982-1999 –> 2000-2009	2.3555385	1.0729972	429.188911	11.764357	22	30
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	58	0.5860599	116.614219	32.121738	3.1167601	2000-2009 –> 2010-2019	1.7860592	1.1999992	345.182985	62.055855	2	7
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	58	0.5856762	116.538235	218.226307	3.0128280	2000-2009 –> 2010-2019	1.7916607	1.2059845	345.773699	407.655414	1	10
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	58	0.5958894	118.543650	63.285958	2.7174380	2000-2009 –> 2010-2019	1.7978195	1.2019301	347.327855	112.274060	3	9
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	58	0.5978783	118.930175	63.510037	2.7236013	2000-2009 –> 2010-2019	1.8013320	1.2034537	347.884141	90.901077	4	11
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	58	0.5985588	119.062135	90.715707	2.7296520	2000-2009 –> 2010-2019	1.8022095	1.2036507	348.038027	215.397128	5	13
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	58	0.6026448	119.851299	274.765784	2.7458868	2000-2009 –> 2010-2019	1.8091071	1.2064623	349.139835	353.517998	8	18
Atlantic	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + nitrate	58	0.6041206	118.135020	6.163668	2.8003446	2000-2009 –> 2010-2019	1.8111383	1.2070177	345.485235	10.891143	9	20
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	58	0.5997167	119.286309	103.044884	3.1752478	2000-2009 –> 2010-2019	1.8212162	1.2214996	350.234691	269.868610	6	19
Atlantic	(-Inf,26]	4	cstar_tref ~ sal + temp + nitrate + silicate	58	0.6000493	117.350631	14.121315	3.1891350	2000-2009 –> 2010-2019	1.8298340	1.2297847	347.204834	18.127729	7	21
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	58	0.6578455	130.017789	33.028133	2.4585257	2000-2009 –> 2010-2019	1.8515251	1.1936796	357.878994	89.219197	14	15
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	219	3.6761647	1205.714141	174.049393	12.0629809	1982-1999 –> 2000-2009	6.7440267	3.0678620	3261.809377	460.477098	2	3
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	219	3.6480073	1202.346387	173.255040	10.9843357	1982-1999 –> 2000-2009	6.7652751	3.1172678	3271.286338	466.128898	1	3
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	219	3.7475141	1214.133687	12.324309	12.4060931	1982-1999 –> 2000-2009	6.9034869	3.1559728	3292.994870	26.639359	5	8
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	219	3.7623484	1215.864063	10.011666	12.5053300	1982-1999 –> 2000-2009	6.9347900	3.1724416	3298.909850	20.422495	7	11
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	219	3.7270873	1211.739723	12.850618	11.3178206	1982-1999 –> 2000-2009	6.9401513	3.2130640	3305.015205	30.097909	3	10
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	219	3.7691541	1216.655641	9.095078	12.4850873	1982-1999 –> 2000-2009	6.9492065	3.1800524	3301.627959	19.263445	8	13
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	219	3.7349652	1212.664537	9.966786	11.4097341	1982-1999 –> 2000-2009	6.9571974	3.2222322	3308.230892	20.622811	4	12
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	219	3.7561135	1215.137615	8.940993	11.4096969	1982-1999 –> 2000-2009	7.0001614	3.2440478	3316.128983	21.649920	6	15
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	219	3.8031214	1220.585183	10.062377	12.7585875	1982-1999 –> 2000-2009	7.0090973	3.2059758	3312.085044	20.658144	10	16
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	219	3.7780534	1217.688579	73.901458	11.4901641	1982-1999 –> 2000-2009	7.1870433	3.4089899	3358.553645	130.880347	9	19
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	366	3.2141354	1907.315747	259.492559	11.2676013	2000-2009 –> 2010-2019	6.8621427	3.6480073	3109.662134	432.747599	1	2
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	366	3.2717780	1920.327184	259.478255	12.5605923	2000-2009 –> 2010-2019	6.9479427	3.6761647	3126.041325	433.527648	7	9
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	366	3.2499410	1915.425171	11.446713	11.3819679	2000-2009 –> 2010-2019	6.9770283	3.7270873	3127.164894	24.297331	3	6
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	366	3.2496287	1915.354829	9.203294	11.3949197	2000-2009 –> 2010-2019	6.9845939	3.7349652	3128.019366	19.170080	2	6
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	366	3.2568627	1916.982534	9.821808	11.3878189	2000-2009 –> 2010-2019	7.0129763	3.7561135	3132.120150	18.762801	6	12
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	366	3.2512291	1915.715234	67.475839	11.3097531	2000-2009 –> 2010-2019	7.0292825	3.7780534	3133.403813	141.377297	4	13
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	366	3.2992959	1926.458056	13.075117	12.6243626	2000-2009 –> 2010-2019	7.0468100	3.7475141	3140.591743	25.399426	8	13
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	366	3.3012075	1926.882040	9.217497	12.6327152	2000-2009 –> 2010-2019	7.0635559	3.7623484	3142.746103	19.229163	9	16
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	366	3.3028446	1927.244962	8.448296	12.6219622	2000-2009 –> 2010-2019	7.0719987	3.7691541	3143.900603	17.543375	10	18
Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + aou + nitrate	366	3.2512861	1913.728073	7.624314	11.2623446	2000-2009 –> 2010-2019	7.0785592	3.8272731	3135.085975	13.566583	5	16
Atlantic	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	235	2.6970707	1147.219253	381.897152	9.3412883	1982-1999 –> 2000-2009	5.4957100	2.7986393	3340.003204	739.148947	6	7
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	235	2.6295634	1135.305481	25.759233	8.0698689	1982-1999 –> 2000-2009	5.6041781	2.9746148	3382.362721	53.241215	1	8
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	235	2.7620922	1158.415680	176.928931	9.6072005	1982-1999 –> 2000-2009	5.6135705	2.8514783	3367.846403	243.885757	12	14
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	235	2.6431825	1137.733438	21.796298	8.0695432	1982-1999 –> 2000-2009	5.6400385	2.9968560	3391.420475	48.019948	2	13
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	235	2.6472006	1138.447385	21.805564	8.0586911	1982-1999 –> 2000-2009	5.6513104	3.0041097	3394.286006	48.124589	3	17
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	235	2.7845142	1162.215618	175.874079	9.6664182	1982-1999 –> 2000-2009	5.6613864	2.8768722	3379.537180	242.787187	13	16
Atlantic	(26.5,26.75]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	235	2.7229241	1149.703088	344.531782	9.9386568	1982-1999 –> 2000-2009	5.6646036	2.9416795	3384.851183	701.552078	8	14
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	235	2.8005034	1164.906732	178.602381	9.7854696	1982-1999 –> 2000-2009	5.6963295	2.8958261	3388.072695	245.614095	16	20
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	235	2.7405070	1154.728294	31.098622	7.6472129	1982-1999 –> 2000-2009	5.7163139	2.9758069	3402.142138	67.012862	9	17
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	235	2.6691950	1142.336262	165.834193	7.5192237	1982-1999 –> 2000-2009	5.7241007	3.0549057	3413.097917	231.609539	4	23
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	436	4.1346312	2489.029581	53.669275	10.4340822	2000-2009 –> 2010-2019	6.8751382	2.7405070	3643.757875	84.767897	1	10
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	436	4.1390334	2489.957517	52.769849	10.4397979	2000-2009 –> 2010-2019	6.8870497	2.7480162	3645.971889	75.245426	2	12
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	436	4.1618062	2494.742080	52.606699	10.6338946	2000-2009 –> 2010-2019	6.9194005	2.7575942	3652.391752	75.012823	3	14
Atlantic	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	436	4.2912043	2521.441198	429.609010	10.2698364	2000-2009 –> 2010-2019	6.9882751	2.6970707	3668.660451	811.506162	6	12
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	436	4.3783919	2538.980687	48.326133	11.2547169	2000-2009 –> 2010-2019	7.0079553	2.6295634	3674.286168	74.085366	14	15
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	436	4.3945469	2542.192179	48.676872	11.3045420	2000-2009 –> 2010-2019	7.0377293	2.6431825	3679.925617	70.473169	15	17
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	436	4.3975054	2542.779031	48.733289	11.3050338	2000-2009 –> 2010-2019	7.0447060	2.6472006	3681.226416	70.538853	16	19
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	436	4.3179927	2526.867843	107.310963	10.3035998	2000-2009 –> 2010-2019	7.0800849	2.7620922	3685.283522	284.239894	7	19
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	436	4.3284064	2528.968304	106.815824	10.3129041	2000-2009 –> 2010-2019	7.1129206	2.7845142	3691.183922	282.689904	9	22
Atlantic	(26.5,26.75]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	436	4.3241006	2526.100433	413.690913	10.5953948	2000-2009 –> 2010-2019	7.1235388	2.7994382	3688.828357	754.563062	8	23
Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	369	1.8194901	1502.911168	145.906862	4.7504930	1982-1999 –> 2000-2009	3.4486214	1.6291314	4297.296031	200.741962	1	6
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	369	1.8873756	1529.944871	68.294739	8.5789924	1982-1999 –> 2000-2009	3.4784965	1.5911209	4289.908932	112.665943	5	7
Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	369	1.8351777	1509.246914	145.714596	4.7771363	1982-1999 –> 2000-2009	3.4995761	1.6643985	4334.857470	186.720678	3	9
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	369	1.9008679	1535.201849	30.099007	8.5861044	1982-1999 –> 2000-2009	3.5183277	1.6174597	4319.103515	57.096818	7	10
Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	369	1.8215440	1503.743807	143.520836	4.8625540	1982-1999 –> 2000-2009	3.5193873	1.6978433	4358.361274	200.855832	2	11
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	369	1.9071571	1537.639555	30.122148	8.5840327	1982-1999 –> 2000-2009	3.5347212	1.6275641	4330.621129	57.140976	9	13
Atlantic	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	369	1.8637787	1520.659870	146.754707	4.8623917	1982-1999 –> 2000-2009	3.5469484	1.6831697	4362.621855	187.832429	4	12
Atlantic	(26.75,27]	4	cstar_tref ~ sal + aou + silicate + phosphate	369	1.8909281	1529.332630	68.065848	8.3611532	1982-1999 –> 2000-2009	3.5919584	1.7010303	4384.684393	112.037352	6	16
Atlantic	(26.75,27]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	369	2.0058081	1572.859325	952.395957	9.9174980	1982-1999 –> 2000-2009	3.5943620	1.5885539	4328.469256	1575.192805	13	14
Atlantic	(26.75,27]	4	cstar_tref ~ temp + aou + silicate + phosphate	369	2.0676944	1595.285047	51.972368	10.0170954	1982-1999 –> 2000-2009	3.7416029	1.6739086	4427.202668	89.023225	14	21
Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	736	2.3371885	3352.330047	91.816435	7.9125495	2000-2009 –> 2010-2019	4.1566786	1.8194901	4855.241215	237.723297	1	2
Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	736	2.3451986	3357.366312	87.662978	7.9504720	2000-2009 –> 2010-2019	4.1803763	1.8351777	4866.613226	233.377574	2	5
Atlantic	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	736	2.3666205	3370.751015	96.714935	8.0543885	2000-2009 –> 2010-2019	4.2303992	1.8637787	4891.410885	243.469641	3	7
Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	736	2.4443083	3418.295472	98.052002	7.4606587	2000-2009 –> 2010-2019	4.2658524	1.8215440	4922.039279	241.572838	4	6
Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	736	2.5162995	3461.023459	104.880483	7.5877305	2000-2009 –> 2010-2019	4.4176024	1.9013030	4996.394189	259.666549	5	13
Atlantic	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	736	2.6411653	3532.313704	90.874200	7.8290269	2000-2009 –> 2010-2019	4.6144114	1.9732461	5095.094137	214.036061	8	19
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	736	2.8059143	3621.383270	77.225679	13.1157891	2000-2009 –> 2010-2019	4.6932900	1.8873756	5151.328140	145.520418	10	15
Atlantic	(26.75,27]	4	cstar_tref ~ sal + aou + silicate + phosphate	736	2.8062131	3619.540012	76.794201	13.1443920	2000-2009 –> 2010-2019	4.6971412	1.8909281	5148.872642	144.860050	11	17
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	736	2.8169179	3627.144537	28.942765	13.1558078	2000-2009 –> 2010-2019	4.7177859	1.9008679	5162.346387	59.041772	12	19
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	736	2.8207968	3629.170084	28.977265	13.1634281	2000-2009 –> 2010-2019	4.7279539	1.9071571	5166.809638	59.099412	13	22
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	401	1.0378389	1181.775438	183.245272	2.5599959	1982-1999 –> 2000-2009	2.1847485	1.1469096	4261.114238	335.928596	1	2
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	401	1.1893383	1291.053189	171.196271	6.0788865	1982-1999 –> 2000-2009	2.3965389	1.2072006	4471.321222	371.398649	5	7
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	401	1.1791904	1284.180852	167.277806	2.9686508	1982-1999 –> 2000-2009	2.4007568	1.2215664	4487.753737	291.009739	3	7
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	401	1.1904166	1291.779997	151.742854	3.0264099	1982-1999 –> 2000-2009	2.4373695	1.2469529	4535.873623	240.725053	6	13
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	401	1.2060877	1302.268937	82.547632	5.9319581	1982-1999 –> 2000-2009	2.4477010	1.2416133	4537.908608	138.140695	9	15
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	401	1.1954381	1295.155924	167.706102	3.0483447	1982-1999 –> 2000-2009	2.4512832	1.2558451	4553.247983	264.424621	7	16
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	401	1.2086543	1303.973807	75.415969	5.9081145	1982-1999 –> 2000-2009	2.4573175	1.2486632	4550.767580	126.115469	11	19
Atlantic	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate	401	1.2708863	1342.239783	132.646351	3.5091464	1982-1999 –> 2000-2009	2.4931028	1.2222165	4544.860678	241.718440	14	19
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	401	1.1081429	1234.342526	139.176677	2.8976235	1982-1999 –> 2000-2009	2.5005081	1.3923652	4695.729120	218.781845	2	19
Atlantic	(27,27.25]	4	cstar_tref ~ sal + aou + silicate + phosphate	401	1.3590609	1396.037476	149.512458	7.6491734	1982-1999 –> 2000-2009	2.5671617	1.2081008	4575.773901	298.367368	23	26
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	946	1.4907016	3454.006783	178.776519	7.6044900	2000-2009 –> 2010-2019	2.5285405	1.0378389	4635.782220	362.021790	1	2
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	946	1.4993774	3464.986232	176.542721	7.4326022	2000-2009 –> 2010-2019	2.6075203	1.1081429	4699.328758	315.719398	2	4
Atlantic	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	946	1.5618215	3542.185181	123.262748	7.1397920	2000-2009 –> 2010-2019	2.7417879	1.1799664	4826.893631	212.242881	3	7
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	946	1.6326541	3626.103265	241.580333	7.4020454	2000-2009 –> 2010-2019	2.8118445	1.1791904	4910.284117	408.858140	5	8
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	946	1.6421283	3637.050705	244.019797	7.4206888	2000-2009 –> 2010-2019	2.8325449	1.1904166	4928.830702	395.762651	6	12
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	946	1.6497132	3645.769648	265.873652	7.4512623	2000-2009 –> 2010-2019	2.8451513	1.1954381	4940.925572	433.579754	7	14
Atlantic	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	946	1.6513628	3645.660596	176.377728	7.6241783	2000-2009 –> 2010-2019	2.8512095	1.1998467	4941.768702	296.388732	8	16
Atlantic	(27,27.25]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	946	1.6553003	3650.166435	123.260634	7.2930449	2000-2009 –> 2010-2019	2.8909324	1.2356322	4969.844473	210.839194	9	22
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	946	1.7676765	3776.439738	186.929391	8.8114831	2000-2009 –> 2010-2019	2.9570148	1.1893383	5067.492927	358.125662	16	21
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	946	1.7822024	3791.923761	47.942709	8.7438845	2000-2009 –> 2010-2019	2.9882902	1.2060877	5094.192698	130.490341	17	26
Atlantic	(27.25,27.5]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	465	1.3234713	1592.252864	457.469637	4.9698850	1982-1999 –> 2000-2009	2.1730146	0.8495433	4291.840624	1450.102564	1	2
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	465	1.3479516	1611.297883	381.956206	7.5742613	1982-1999 –> 2000-2009	2.2210202	0.8730686	4371.340380	1306.557929	2	6
Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	465	1.3643861	1622.568123	315.031318	5.5196171	1982-1999 –> 2000-2009	2.2309038	0.8665176	4366.492708	913.334664	5	7
Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	465	1.3644225	1620.592881	310.633236	5.5548361	1982-1999 –> 2000-2009	2.2332401	0.8688176	4368.190206	908.873028	6	9
Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	465	1.3654154	1623.269400	333.752596	5.4723829	1982-1999 –> 2000-2009	2.2437188	0.8783035	4396.104806	957.183178	7	12
Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	465	1.3654553	1621.296625	323.806353	5.4381699	1982-1999 –> 2000-2009	2.2449648	0.8795094	4395.068379	945.202461	8	14
Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	465	1.4148026	1656.313565	422.372121	5.9343504	1982-1999 –> 2000-2009	2.3123141	0.8975114	4475.445105	1126.894620	11	18
Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	465	1.4174661	1656.062707	409.850358	6.2134253	1982-1999 –> 2000-2009	2.3150004	0.8975343	4473.248662	1111.927322	12	20
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	465	1.3595150	1619.241888	134.711769	5.9728195	1982-1999 –> 2000-2009	2.3160409	0.9565259	4574.652933	438.816354	3	12
Atlantic	(27.25,27.5]	4	cstar_tref ~ sal + temp + aou + nitrate	465	1.3603267	1617.796988	83.265016	5.6960013	1982-1999 –> 2000-2009	2.3779598	1.0176331	4703.731392	277.167765	4	20
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1081	1.2193460	3510.501316	913.161612	5.1236982	2000-2009 –> 2010-2019	2.5150855	1.2957396	5085.060055	1510.698977	9	10
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1081	1.2152764	3503.273582	997.517426	5.0965394	2000-2009 –> 2010-2019	2.5548897	1.3396133	5108.800757	1405.570721	8	12
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1081	1.2490277	3562.499071	790.603395	5.2561745	2000-2009 –> 2010-2019	2.5969792	1.3479516	5173.796954	1172.559601	11	16
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1081	1.1696890	3420.612544	610.788152	4.4480128	2000-2009 –> 2010-2019	2.6516798	1.4819907	5120.074610	1047.040836	2	18
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1081	1.2690891	3596.948399	885.479340	5.3768634	2000-2009 –> 2010-2019	2.6745273	1.4054382	5247.085941	1365.794481	12	25
Atlantic	(27.25,27.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1081	1.4476861	3881.612606	692.332556	6.2721590	2000-2009 –> 2010-2019	2.7687102	1.3210241	5474.144210	1194.084150	23	25
Atlantic	(27.25,27.5]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1081	1.4482804	3880.500082	568.802214	6.1931138	2000-2009 –> 2010-2019	2.7717518	1.3234713	5472.752946	1026.271851	24	27
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1081	1.4435295	3875.396167	196.375728	6.1180939	2000-2009 –> 2010-2019	2.8030445	1.3595150	5494.638056	331.087497	22	28
Atlantic	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1081	1.2201139	3509.862548	376.296913	5.1250767	2000-2009 –> 2010-2019	2.8063218	1.5862079	5270.527334	632.344142	10	27
Atlantic	(27.25,27.5]	4	cstar_tref ~ sal + temp + aou + nitrate	1081	1.4613355	3899.901447	119.362900	5.8801670	2000-2009 –> 2010-2019	2.8216622	1.3603267	5517.698436	202.627916	25	32
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	740	1.4501754	2664.122130	213.178765	13.9796571	1982-1999 –> 2000-2009	2.3211120	0.8709366	6827.759956	626.234192	2	3
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	740	1.4459190	2659.771834	487.495220	13.9294778	1982-1999 –> 2000-2009	2.3224399	0.8765209	6844.117592	1139.231895	1	5
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	740	1.4782505	2692.500746	167.957782	13.8361818	1982-1999 –> 2000-2009	2.3495905	0.8713400	6857.639116	367.689645	3	5
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	740	1.4788383	2693.089118	189.699282	13.8151659	1982-1999 –> 2000-2009	2.3503399	0.8715016	6858.828219	422.927352	4	7
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	740	1.4818663	2696.116483	190.448130	13.8091113	1982-1999 –> 2000-2009	2.3594051	0.8775388	6884.222813	422.942769	5	10
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	740	1.5047433	2716.790081	155.680448	12.1036719	1982-1999 –> 2000-2009	2.4943432	0.9895999	7292.278106	267.861498	7	30
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	740	1.5884823	2798.942018	135.957527	10.3831976	1982-1999 –> 2000-2009	2.5085495	0.9200672	7140.383187	445.755938	8	14
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + nitrate	740	1.5893239	2797.725943	64.528764	10.4719758	1982-1999 –> 2000-2009	2.5100419	0.9207180	7139.458055	217.284055	9	16
Atlantic	(27.5,27.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	740	1.6374291	2841.857579	83.078383	11.5358368	1982-1999 –> 2000-2009	2.5694523	0.9320231	7223.130087	242.381249	12	23
Atlantic	(27.5,27.75]	3	cstar_tref ~ temp + aou + nitrate	740	1.6383345	2840.675705	10.795065	11.6304195	1982-1999 –> 2000-2009	2.5707585	0.9324239	7221.341203	27.448888	13	25
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1697	1.0330815	4940.338821	727.589300	5.1815434	2000-2009 –> 2010-2019	2.4790006	1.4459190	7600.110655	1215.084520	1	2
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1697	1.0332931	4941.033943	358.693130	5.1917458	2000-2009 –> 2010-2019	2.4834685	1.4501754	7605.156073	571.871896	2	4
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1697	1.0430863	4973.049700	204.383573	5.3685718	2000-2009 –> 2010-2019	2.5213368	1.4782505	7665.550446	372.341355	4	7
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1697	1.0431255	4973.177099	248.536489	5.3675054	2000-2009 –> 2010-2019	2.5219637	1.4788383	7666.266216	438.235771	5	9
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1697	1.0434112	4974.106605	252.676261	5.3551130	2000-2009 –> 2010-2019	2.5252775	1.4818663	7670.223087	443.124391	6	11
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + silicate + phosphate	1697	1.0370119	4951.226839	293.739393	5.2124607	2000-2009 –> 2010-2019	2.5335117	1.4964998	7659.886635	470.854542	3	9
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	1697	1.0438322	4973.475879	128.784749	5.3120698	2000-2009 –> 2010-2019	2.5485756	1.5047433	7690.265960	284.465197	7	14
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1697	1.2132160	5485.851787	219.336446	5.4809704	2000-2009 –> 2010-2019	2.8016984	1.5884823	8284.793805	355.293974	8	16
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + nitrate	1697	1.2179580	5497.091584	116.774196	5.7587828	2000-2009 –> 2010-2019	2.8072819	1.5893239	8294.817527	181.302960	9	18
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	1697	1.2272319	5522.836573	541.908065	6.8347987	2000-2009 –> 2010-2019	2.8519039	1.6246721	8353.118474	972.418237	11	21
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	246	1.2824328	834.507128	189.517627	9.1006506	1982-1999 –> 2000-2009	1.8794107	0.5969780	1731.703184	375.932532	1	2
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	246	1.3018130	841.886666	221.068604	9.2130663	1982-1999 –> 2000-2009	1.9131459	0.6113328	1762.321316	384.872192	3	5
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	246	1.3061631	843.527967	157.952288	9.2759018	1982-1999 –> 2000-2009	1.9190657	0.6129026	1766.470711	274.702563	4	7
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	246	1.3080609	844.242284	232.937071	9.2951607	1982-1999 –> 2000-2009	1.9217371	0.6136762	1768.418641	404.727498	5	9
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + phosphate	246	1.3466525	856.547715	101.096796	9.5155673	1982-1999 –> 2000-2009	2.0668953	0.7202428	1935.322416	190.780996	6	17
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate	246	1.2895121	835.215599	188.316452	8.9352354	1982-1999 –> 2000-2009	2.0701951	0.7806830	1992.798316	370.228121	2	20
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + phosphate_star	246	1.3788918	868.187592	94.217131	9.7260251	1982-1999 –> 2000-2009	2.1267693	0.7478775	1983.784732	162.392001	8	21
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	246	1.3818003	869.224270	162.330158	9.7541643	1982-1999 –> 2000-2009	2.1303947	0.7485944	1985.758436	248.580996	10	24
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	246	1.4280247	887.413497	179.559259	10.2143713	1982-1999 –> 2000-2009	2.1308446	0.7028199	1944.239203	366.571346	11	20
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	246	1.3807390	868.846239	145.807527	9.7097026	1982-1999 –> 2000-2009	2.1309076	0.7501686	1987.434837	224.826016	9	24
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	640	0.7084865	1389.122283	218.054319	2.9237641	2000-2009 –> 2010-2019	1.9909193	1.2824328	2223.629411	407.571946	1	2
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	640	0.7149432	1400.734536	214.969204	2.9968161	2000-2009 –> 2010-2019	2.0167562	1.3018130	2242.621202	436.037808	2	5
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	640	0.7155165	1401.760575	151.469111	3.0024801	2000-2009 –> 2010-2019	2.0216796	1.3061631	2245.288542	309.421399	3	7
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	640	0.7157336	1402.148891	224.953261	3.0031945	2000-2009 –> 2010-2019	2.0237945	1.3080609	2246.391174	457.890332	4	9
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate	640	0.7549018	1468.346775	218.009293	2.5804893	2000-2009 –> 2010-2019	2.0444139	1.2895121	2303.562373	406.325745	6	8
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + phosphate	640	0.7957227	1535.755542	119.100349	2.9905261	2000-2009 –> 2010-2019	2.1423752	1.3466525	2392.303257	220.197145	7	13
Atlantic	(27.75,27.85]	3	cstar_tref ~ sal + aou + phosphate	640	0.8206824	1573.288903	115.232888	3.1519951	2000-2009 –> 2010-2019	2.1675279	1.3468455	2427.907127	209.174116	13	20
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + phosphate_star	640	0.8130497	1563.328638	84.128229	3.0760259	2000-2009 –> 2010-2019	2.1919415	1.3788918	2431.516231	178.345360	10	18
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	640	0.8134178	1563.907983	143.474684	3.0825533	2000-2009 –> 2010-2019	2.1952181	1.3818003	2433.132253	305.804842	11	21
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	640	0.8145946	1565.758511	130.565032	3.0903179	2000-2009 –> 2010-2019	2.1953336	1.3807390	2434.604750	276.372559	12	21
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	302	3.1237312	1559.011907	161.448302	9.5035129	1982-1999 –> 2000-2009	3.7625791	0.6388478	2926.376204	313.103815	1	2
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	302	3.1244898	1559.158566	133.892845	9.4121899	1982-1999 –> 2000-2009	3.7667469	0.6422571	2933.942310	292.849562	2	4
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	302	3.1448816	1563.087722	114.513948	9.5692391	1982-1999 –> 2000-2009	3.7899824	0.6451008	2944.029966	205.386505	3	6
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	302	3.1496931	1564.011112	185.881804	9.6216978	1982-1999 –> 2000-2009	3.7950604	0.6453673	2945.529060	348.286416	4	8
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + phosphate	302	3.1618401	1564.335998	65.573243	8.7056048	1982-1999 –> 2000-2009	3.8394315	0.6775914	3011.776361	150.087201	5	10
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	302	3.1797932	1567.755840	128.270781	8.6819424	1982-1999 –> 2000-2009	3.8663733	0.6865801	3033.566943	218.709829	6	12
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + phosphate_star	302	3.1894458	1569.586559	43.317042	8.7963606	1982-1999 –> 2000-2009	3.8770226	0.6875769	3037.420075	90.881582	7	14
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	302	3.1970017	1571.015763	159.536150	8.8349394	1982-1999 –> 2000-2009	3.8853412	0.6883396	3040.394720	261.835855	9	17
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	302	3.2938130	1591.034568	141.122795	9.6222009	1982-1999 –> 2000-2009	4.0514526	0.7576396	3196.133779	297.964935	11	24
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + nitrate	302	3.2959694	1589.429871	74.721875	9.4326450	1982-1999 –> 2000-2009	4.0540071	0.7580377	3193.261295	167.616804	12	26
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	585	0.8157099	1435.833207	212.052180	5.6186613	2000-2009 –> 2010-2019	3.9394412	3.1237312	2994.845114	373.500482	1	2
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	585	0.8187371	1440.167133	210.580892	5.6955155	2000-2009 –> 2010-2019	3.9432269	3.1244898	2999.325699	344.473736	2	4
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	585	0.8221734	1445.067413	129.047957	5.7388986	2000-2009 –> 2010-2019	3.9670550	3.1448816	3008.155136	243.561904	3	6
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	585	0.8224733	1445.494171	227.711764	5.7435472	2000-2009 –> 2010-2019	3.9721664	3.1496931	3009.505282	413.593569	4	8
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + phosphate	585	0.8493892	1481.169912	114.583714	6.0003287	2000-2009 –> 2010-2019	4.0112294	3.1618401	3045.505910	180.156957	5	10
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	585	0.8568995	1491.469582	141.077714	6.0032365	2000-2009 –> 2010-2019	4.0366927	3.1797932	3059.225423	269.348494	6	12
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + phosphate_star	585	0.8588439	1494.121414	69.273502	6.0763416	2000-2009 –> 2010-2019	4.0482897	3.1894458	3063.707973	112.590543	7	14
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	585	0.8596221	1495.181120	160.913208	6.0859953	2000-2009 –> 2010-2019	4.0566238	3.1970017	3066.196883	320.449358	8	17
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + silicate + phosphate	585	0.9805777	1649.210373	200.536680	5.3334216	2000-2009 –> 2010-2019	4.1706949	3.1901172	3218.924071	315.713636	13	21
Atlantic	(27.85,27.95]	3	cstar_tref ~ sal + aou + phosphate	585	0.9913167	1659.954238	111.711651	5.5469742	2000-2009 –> 2010-2019	4.1931018	3.2017851	3229.873042	175.100793	14	24
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate	371	2.5144985	1749.030851	611.837525	14.7651309	1982-1999 –> 2000-2009	3.9339111	1.4194126	4899.559090	878.883449	6	8
Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	371	2.5690301	1764.950477	804.259459	16.8364522	1982-1999 –> 2000-2009	3.9560736	1.3870435	4874.555059	1590.291095	9	10
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	371	2.2630480	1672.853124	138.478323	9.3516580	1982-1999 –> 2000-2009	4.3438241	2.0807761	5503.932490	224.761004	1	9
Atlantic	(27.95,28.05]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	371	2.9287634	1862.190974	657.752297	18.7911461	1982-1999 –> 2000-2009	4.5493059	1.6205425	5247.805874	1325.939595	13	16
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	371	2.3432346	1696.689359	71.927728	9.0441229	1982-1999 –> 2000-2009	4.5803847	2.2371500	5654.316006	102.693400	2	11
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	371	2.4173688	1721.800709	197.249216	8.1396764	1982-1999 –> 2000-2009	4.7344760	2.3171072	5743.724461	317.290457	4	14
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	371	2.4172855	1721.775156	126.382909	8.0713653	1982-1999 –> 2000-2009	4.7382546	2.3209691	5746.653148	181.700300	3	14
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	371	2.4173989	1721.809937	180.223965	8.0325723	1982-1999 –> 2000-2009	4.7403631	2.3229643	5748.212271	282.163072	5	17
Atlantic	(27.95,28.05]	3	cstar_tref ~ temp + nitrate + phosphate	371	2.7865408	1823.254704	360.617083	17.1499558	1982-1999 –> 2000-2009	4.7417169	1.9551761	5539.883640	626.886470	11	18
Atlantic	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	371	3.0729462	1897.848890	883.775368	19.3996400	1982-1999 –> 2000-2009	4.7695207	1.6965745	5364.802114	1539.785283	14	18
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	773	1.8805345	3184.064659	135.879174	7.8420434	2000-2009 –> 2010-2019	4.1435825	2.2630480	4856.917783	274.357497	2	3
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	773	1.8864768	3186.942142	59.846198	7.3706718	2000-2009 –> 2010-2019	4.2297115	2.3432346	4883.631500	131.773926	3	5
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate	773	1.7456395	3066.987976	558.336180	7.8860689	2000-2009 –> 2010-2019	4.2601380	2.5144985	4816.018827	1170.173705	1	7
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	773	2.0844506	3343.224194	179.739513	8.3402348	2000-2009 –> 2010-2019	4.5018194	2.4173688	5065.024902	376.988729	4	8
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	773	2.0890822	3346.655562	93.582318	8.3327365	2000-2009 –> 2010-2019	4.5063677	2.4172855	5068.430718	219.965227	5	8
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	773	2.0912425	3348.253469	167.143291	8.3253516	2000-2009 –> 2010-2019	4.5086414	2.4173989	5070.063406	347.367256	6	11
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	773	2.1218257	3368.699073	98.579328	7.6045824	2000-2009 –> 2010-2019	4.6810677	2.5592419	5130.817100	237.747093	9	16
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + phosphate_star	773	2.1214714	3368.440868	25.071415	7.6023165	2000-2009 –> 2010-2019	4.6851202	2.5636489	5131.835494	47.661026	8	16
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + phosphate	773	2.1211809	3368.229188	51.191399	7.5963598	2000-2009 –> 2010-2019	4.6961084	2.5749275	5134.881042	96.788935	7	16
Atlantic	(27.95,28.05]	3	cstar_tref ~ temp + nitrate + phosphate	773	2.1251443	3369.115192	546.386670	8.8581643	2000-2009 –> 2010-2019	4.9116851	2.7865408	5192.369896	907.003754	10	20
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	203	0.1339440	-226.106212	320.160487	0.4121285	1982-1999 –> 2000-2009	0.2832561	0.1493121	-629.226669	559.855813	1	2
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	203	0.1422887	-201.569141	241.601646	0.4413748	1982-1999 –> 2000-2009	0.2988877	0.1565990	-563.520051	385.598189	2	5
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	203	0.1427811	-200.166631	337.964827	0.4431056	1982-1999 –> 2000-2009	0.2996429	0.1568618	-560.668565	615.451650	3	7
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	203	0.1443520	-195.724049	565.701497	0.4484764	1982-1999 –> 2000-2009	0.3026439	0.1582919	-548.385103	760.193597	4	9
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	203	0.1496537	-181.080162	488.249291	0.5244961	1982-1999 –> 2000-2009	0.3057936	0.1561400	-545.567374	648.878683	5	7
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + silicate + phosphate	203	0.1797075	-108.779403	497.279189	0.7297765	1982-1999 –> 2000-2009	0.3380487	0.1583412	-463.171328	690.899644	8	14
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	203	0.1638435	-146.301506	273.707213	0.4303301	1982-1999 –> 2000-2009	0.3534246	0.1895812	-345.117037	379.696879	6	16
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + nitrate	203	0.1929167	-79.982661	281.403788	0.6127109	1982-1999 –> 2000-2009	0.3709632	0.1780465	-333.033558	422.782861	9	17
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	203	0.1758189	-117.661077	282.438941	0.4699271	1982-1999 –> 2000-2009	0.3814132	0.2055943	-246.416865	391.714667	7	18
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	203	0.2146930	-36.560618	414.147635	0.8357306	1982-1999 –> 2000-2009	0.3829689	0.1682759	-338.375745	574.691040	12	19
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	428	0.1227026	-567.269430	324.074822	0.4422603	2000-2009 –> 2010-2019	0.2566467	0.1339440	-793.375642	644.235309	1	2
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	428	0.1383944	-464.254926	143.739513	0.5149987	2000-2009 –> 2010-2019	0.2806831	0.1422887	-665.824066	385.341159	2	4
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	428	0.1389076	-461.086841	338.793102	0.5200245	2000-2009 –> 2010-2019	0.2816887	0.1427811	-661.253472	676.757929	3	6
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	428	0.1407975	-449.519166	305.868522	0.5295516	2000-2009 –> 2010-2019	0.2851495	0.1443520	-645.243216	871.570018	4	8
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	428	0.1461782	-417.415492	249.120297	0.5067605	2000-2009 –> 2010-2019	0.2958319	0.1496537	-598.495654	737.369587	5	10
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	428	0.1519815	-386.089860	155.972568	0.5170887	2000-2009 –> 2010-2019	0.3158249	0.1638435	-532.391366	429.679781	7	13
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + silicate + phosphate	428	0.1503093	-395.560053	304.177795	0.8428887	2000-2009 –> 2010-2019	0.3300168	0.1797075	-504.339455	801.456984	6	14
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	428	0.1750522	-265.115161	161.093426	0.5834776	2000-2009 –> 2010-2019	0.3508711	0.1758189	-382.776238	443.532367	8	15
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + nitrate	428	0.1875598	-206.039485	224.317685	0.7447775	2000-2009 –> 2010-2019	0.3804765	0.1929167	-286.022146	505.721473	10	19
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	428	0.1852652	-216.576530	248.953353	0.9488426	2000-2009 –> 2010-2019	0.3999582	0.2146930	-253.137148	663.100988	9	21
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	309	0.0991136	-537.595674	841.760638	0.3176378	1982-1999 –> 2000-2009	0.2263360	0.1272223	-1199.905978	1170.537736	1	2
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	309	0.1105253	-472.247648	292.455666	0.3592488	1982-1999 –> 2000-2009	0.2520272	0.1415019	-1024.649370	353.205740	2	5
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	309	0.1462841	-297.018305	694.415241	0.5257768	1982-1999 –> 2000-2009	0.2741408	0.1278567	-954.096260	822.462007	6	8
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	309	0.1406158	-321.441223	305.215518	0.4838362	1982-1999 –> 2000-2009	0.3061125	0.1654967	-707.059895	408.615372	3	7
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	309	0.1407925	-320.665329	923.940353	0.4864534	1982-1999 –> 2000-2009	0.3063109	0.1655184	-706.146081	1333.483527	4	9
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	309	0.1415452	-317.370255	906.205661	0.4921107	1982-1999 –> 2000-2009	0.3072109	0.1656658	-701.914712	1044.812506	5	11
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	309	0.1792169	-173.535965	302.951989	0.6990102	1982-1999 –> 2000-2009	0.3836321	0.2044152	-338.969765	365.621472	7	17
Atlantic	(28.1,28.15]	4	cstar_tref ~ temp + aou + silicate + phosphate	309	0.1859234	-150.831878	835.950017	0.9348127	1982-1999 –> 2000-2009	0.3960277	0.2101043	-287.387398	964.966480	8	19
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + silicate	309	0.2262441	-29.530877	689.540927	0.7642879	1982-1999 –> 2000-2009	0.3976618	0.1714177	-380.169398	790.174992	15	22
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + nitrate	309	0.2283923	-23.690853	556.446309	0.6438707	1982-1999 –> 2000-2009	0.4021115	0.1737192	-360.298787	648.840373	16	24
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	588	0.1346148	-675.605546	627.932556	0.5893374	2000-2009 –> 2010-2019	0.2337285	0.0991136	-1213.201220	1469.693194	2	3
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	588	0.1482328	-564.278227	167.715314	0.6669936	2000-2009 –> 2010-2019	0.2587581	0.1105253	-1036.525874	460.170980	3	5
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	588	0.1196312	-814.378260	300.898014	0.5094264	2000-2009 –> 2010-2019	0.2659153	0.1462841	-1111.396565	995.313255	1	8
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	588	0.1809495	-327.744323	149.744709	1.0701721	2000-2009 –> 2010-2019	0.3215653	0.1406158	-649.185546	454.960227	4	7
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	588	0.1810529	-327.072100	654.847417	1.0742503	2000-2009 –> 2010-2019	0.3218454	0.1407925	-647.737429	1578.787771	5	9
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	588	0.1817169	-322.767268	433.720403	1.0888383	2000-2009 –> 2010-2019	0.3232621	0.1415452	-640.137523	1339.926064	6	11
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + silicate + phosphate	588	0.1860327	-297.163753	432.944439	0.7737147	2000-2009 –> 2010-2019	0.3275779	0.1415452	-616.533762	1320.149412	7	13
Atlantic	(28.1,28.15]	4	cstar_tref ~ temp + aou + silicate + phosphate	588	0.2165786	-118.375119	383.813189	1.7782086	2000-2009 –> 2010-2019	0.4025020	0.1859234	-269.206997	1219.763206	11	20
Atlantic	(28.1,28.15]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	588	0.2186742	-107.051044	446.219672	1.7085038	2000-2009 –> 2010-2019	0.4094446	0.1907704	-241.978214	1202.743261	12	22
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + silicate	588	0.1885568	-281.314699	294.767437	1.0414012	2000-2009 –> 2010-2019	0.4148010	0.2262441	-310.845576	984.308364	8	24
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	626	0.1383195	-686.181839	498.073610	0.6581594	1982-1999 –> 2000-2009	0.2671982	0.1288788	-2075.698500	819.178260	1	2
Atlantic	(28.15,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	626	0.1876397	-304.374931	744.453233	1.0452904	1982-1999 –> 2000-2009	0.3950922	0.2074525	-633.296633	1067.544459	4	7
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + nitrate	626	0.2084736	-174.553369	310.344417	0.7149749	1982-1999 –> 2000-2009	0.4062571	0.1977835	-611.815724	490.550473	8	10
Atlantic	(28.15,28.2]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	626	0.1928596	-272.021570	583.294146	1.1266278	1982-1999 –> 2000-2009	0.4071766	0.2143170	-530.412932	784.195195	6	11
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + silicate	626	0.2249213	-79.479134	418.029010	1.0315937	1982-1999 –> 2000-2009	0.4347439	0.2098226	-385.089984	738.410393	17	21
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	626	0.1546931	-546.111379	296.682744	0.7828515	1982-1999 –> 2000-2009	0.4406439	0.2859507	-160.029086	519.076226	2	18
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	626	0.1583602	-518.778578	91.890270	0.8531700	1982-1999 –> 2000-2009	0.4610556	0.3026954	-7.906196	179.384305	3	21
Atlantic	(28.15,28.2]	3	cstar_tref ~ sal + aou + nitrate	626	0.2525919	63.784108	146.037004	1.0360073	1982-1999 –> 2000-2009	0.4709452	0.2183533	-155.036733	257.580116	22	28
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	626	0.1883077	-301.926020	294.925956	1.0816453	1982-1999 –> 2000-2009	0.4782383	0.2899307	112.952373	516.964942	5	22
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate	626	0.2530823	68.212255	187.110532	0.7635487	1982-1999 –> 2000-2009	0.4881243	0.2350420	15.483290	331.113902	23	30
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1346	0.1127066	-2042.765144	328.676440	0.5023015	2000-2009 –> 2010-2019	0.2510261	0.1383195	-2728.946983	826.750050	1	2
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1346	0.2378931	-31.751821	201.465939	1.0312969	2000-2009 –> 2010-2019	0.3925862	0.1546931	-577.863200	498.148683	7	9
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	1346	0.2410771	2.040023	90.078687	1.1338986	2000-2009 –> 2010-2019	0.3994373	0.1583602	-516.738555	181.968956	8	11
Atlantic	(28.15,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1346	0.2195082	-248.274278	483.697137	1.0665722	2000-2009 –> 2010-2019	0.4071479	0.1876397	-552.649209	1228.150370	4	8
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + nitrate	1346	0.1992922	-510.368334	196.487288	0.7648613	2000-2009 –> 2010-2019	0.4077658	0.2084736	-684.921703	506.831704	2	10
Atlantic	(28.15,28.2]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1346	0.2230188	-207.561886	406.242073	1.1167394	2000-2009 –> 2010-2019	0.4158784	0.1928596	-479.583456	989.536219	5	11
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + silicate	1346	0.2035763	-453.112019	321.383455	0.9114616	2000-2009 –> 2010-2019	0.4284976	0.2249213	-532.591153	739.412464	3	20
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	1346	0.2489415	88.456199	201.246774	1.1333531	2000-2009 –> 2010-2019	0.4372492	0.1883077	-213.469821	496.172730	9	14
Atlantic	(28.15,28.2]	3	cstar_tref ~ nitrate + silicate + phosphate_star	1346	0.2574106	176.515289	74.112748	1.3448706	2000-2009 –> 2010-2019	0.4523858	0.1949752	-83.847090	153.677858	13	20
Atlantic	(28.15,28.2]	3	cstar_tref ~ sal + aou + nitrate	1346	0.2259149	-174.828018	117.144789	1.0815593	2000-2009 –> 2010-2019	0.4785069	0.2525919	-111.043910	263.181793	6	28
Atlantic	(28.2, Inf]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	816	0.1388101	-894.918768	863.603021	0.4256683	1982-1999 –> 2000-2009	0.3142076	0.1753975	-2081.159247	1711.630865	1	5
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	816	0.1491552	-775.609812	852.136630	0.4890595	1982-1999 –> 2000-2009	0.3181047	0.1689495	-2099.332784	1493.438159	4	5
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + silicate	816	0.1491589	-777.568774	703.898015	0.4892003	1982-1999 –> 2000-2009	0.3230348	0.1738758	-1996.258483	1298.800356	5	8
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	816	0.1624033	-638.733701	268.913976	0.5584205	1982-1999 –> 2000-2009	0.3316485	0.1692452	-1957.944875	557.003129	12	14
Atlantic	(28.2, Inf]	4	cstar_tref ~ temp + aou + nitrate + silicate	816	0.1492151	-776.953721	226.709969	0.4927701	1982-1999 –> 2000-2009	0.3328929	0.1836777	-1791.414655	435.532713	6	12
Atlantic	(28.2, Inf]	3	cstar_tref ~ aou + nitrate + silicate	816	0.1492361	-778.724616	182.050400	0.4943613	1982-1999 –> 2000-2009	0.3332494	0.1840133	-1788.387419	288.570767	7	14
Atlantic	(28.2, Inf]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	816	0.1441590	-833.212242	940.686105	0.4425778	1982-1999 –> 2000-2009	0.3439947	0.1998357	-1533.692786	1730.235885	2	14
Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + aou + nitrate	816	0.1780584	-490.543210	180.726921	0.6350751	1982-1999 –> 2000-2009	0.3537461	0.1756878	-1672.626561	397.827581	26	31
Atlantic	(28.2, Inf]	3	cstar_tref ~ nitrate + silicate + phosphate	816	0.1444299	-832.148953	936.125582	0.4848926	1982-1999 –> 2000-2009	0.3643345	0.2199047	-1178.247869	1653.310108	3	19
Atlantic	(28.2, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate	816	0.1710057	-554.499205	307.512467	0.5965271	1982-1999 –> 2000-2009	0.3666449	0.1956392	-1334.015335	645.324868	17	25
Atlantic	(28.2, Inf]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1844	0.1674528	-1345.608397	640.791795	0.5492400	2000-2009 –> 2010-2019	0.3062629	0.1388101	-2240.527164	1504.394815	3	4
Atlantic	(28.2, Inf]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	1844	0.1699787	-1290.392632	632.090272	0.6100532	2000-2009 –> 2010-2019	0.3141378	0.1441590	-2123.604874	1572.776377	4	6
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1844	0.1667983	-1358.051518	687.989876	0.6517861	2000-2009 –> 2010-2019	0.3159535	0.1491552	-2133.661330	1540.126506	1	5
Atlantic	(28.2, Inf]	4	cstar_tref ~ temp + aou + nitrate + silicate	1844	0.1726046	-1233.855208	167.981989	0.6174125	2000-2009 –> 2010-2019	0.3218198	0.1492151	-2010.808928	394.691958	5	11
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + silicate	1844	0.1733466	-1218.035641	620.652308	0.6018439	2000-2009 –> 2010-2019	0.3225055	0.1491589	-1995.604414	1324.550322	6	11
Atlantic	(28.2, Inf]	3	cstar_tref ~ aou + nitrate + silicate	1844	0.1742955	-1199.903026	94.050487	0.5997145	2000-2009 –> 2010-2019	0.3235316	0.1492361	-1978.627641	276.100887	7	14
Atlantic	(28.2, Inf]	3	cstar_tref ~ nitrate + silicate + phosphate	1844	0.1850506	-979.074743	623.224447	0.7080767	2000-2009 –> 2010-2019	0.3294805	0.1444299	-1811.223696	1559.350029	9	12
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	1844	0.1671961	-1351.267123	195.127257	0.6660672	2000-2009 –> 2010-2019	0.3295994	0.1624033	-1990.000824	464.041233	2	14
Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + aou + nitrate	1844	0.1810890	-1058.886721	143.138783	0.6539987	2000-2009 –> 2010-2019	0.3591473	0.1780584	-1549.429931	323.865705	8	34
Atlantic	(28.2, Inf]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1844	0.1909683	-860.983942	270.867794	0.7345403	2000-2009 –> 2010-2019	0.3619740	0.1710057	-1415.483147	578.380261	10	27
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	242	1.2481178	808.038400	27.850095	6.0888035	1982-1999 –> 2000-2009	2.8599765	1.6118587	2578.036749	60.937688	1	2
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	242	1.2494923	808.571126	24.244116	6.0859341	1982-1999 –> 2000-2009	2.8640993	1.6146070	2580.147014	54.312101	2	4
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	242	1.2627647	813.685158	243.405027	6.0454646	1982-1999 –> 2000-2009	2.8920722	1.6293075	2593.653857	501.400335	3	6
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	242	1.4762146	889.275097	53.452514	7.3735028	1982-1999 –> 2000-2009	3.4549986	1.9787840	2849.191004	72.513758	11	15
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	242	1.4763963	889.334679	36.766441	7.3728382	1982-1999 –> 2000-2009	3.4576076	1.9812113	2850.385762	48.126106	12	17
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	242	1.4863924	892.600615	366.971871	7.3366402	1982-1999 –> 2000-2009	3.4846468	1.9982544	2861.583405	437.092033	14	20
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	242	1.5559288	912.729415	27.827366	7.7443094	1982-1999 –> 2000-2009	3.7992700	2.2433412	2986.843347	40.589703	15	22
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + phosphate_star	242	1.5568820	913.025855	24.011974	7.7435861	1982-1999 –> 2000-2009	3.8009705	2.2440884	2987.448175	32.060211	16	24
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + phosphate	242	1.5717566	917.628082	241.179012	7.7171215	1982-1999 –> 2000-2009	3.8258068	2.2540501	2996.151899	309.878958	17	26
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	242	1.3813384	857.123841	24.186471	6.7241856	1982-1999 –> 2000-2009	3.8606120	2.4792736	3025.837080	54.154385	7	17
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	171	1.2929481	587.145313	24.477075	3.1396959	2000-2009 –> 2010-2019	2.5410659	1.2481178	1395.183713	52.327170	1	2
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	171	1.2939543	587.411361	21.328008	3.1411171	2000-2009 –> 2010-2019	2.5434466	1.2494923	1395.982487	45.572124	2	4
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	171	1.3094460	591.481592	181.463542	3.1665746	2000-2009 –> 2010-2019	2.5722107	1.2627647	1405.166749	424.868569	3	6
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	171	1.6763942	675.969630	23.268031	4.8540267	2000-2009 –> 2010-2019	3.0577326	1.3813384	1533.093472	47.454502	5	12
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	171	1.6747915	675.642510	19.057906	3.8619820	2000-2009 –> 2010-2019	3.1510061	1.4762146	1564.917606	72.510421	4	15
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	171	1.6768833	676.069395	10.395968	3.8690980	2000-2009 –> 2010-2019	3.1532796	1.4763963	1565.404074	47.162410	6	18
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	171	1.7064752	682.052019	74.451558	3.9266150	2000-2009 –> 2010-2019	3.1928676	1.4863924	1574.652634	441.423429	7	21
Indian	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	171	2.1400311	759.477547	32.256343	5.0777558	2000-2009 –> 2010-2019	3.4830483	1.3430172	1602.984452	60.150475	14	18
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	171	1.9340533	722.866314	14.822165	4.8998159	2000-2009 –> 2010-2019	3.4899821	1.5559288	1635.595729	42.649531	9	24
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + phosphate_star	171	1.9346121	722.965122	8.718886	4.8973745	2000-2009 –> 2010-2019	3.4914942	1.5568820	1635.990977	32.730860	10	26
Indian	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	420	1.5929742	1597.014734	23.477609	4.8639481	1982-1999 –> 2000-2009	3.3916973	1.7987232	5013.217180	37.260896	1	2
Indian	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	420	1.5937480	1597.422691	15.315235	4.8703127	1982-1999 –> 2000-2009	3.4004924	1.8067444	5021.171514	28.141299	2	4
Indian	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	420	1.6011323	1601.305654	129.561707	4.9167026	1982-1999 –> 2000-2009	3.4478324	1.8467002	5062.152399	260.339304	3	6
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	420	1.6423535	1622.657822	13.757881	5.1685972	1982-1999 –> 2000-2009	3.6611020	2.0187485	5234.579844	26.287076	4	8
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	420	1.6432733	1623.128094	13.784016	5.1801628	1982-1999 –> 2000-2009	3.6656040	2.0223307	5238.056999	26.385181	5	10
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	420	1.6534438	1628.310992	161.221011	5.2953188	1982-1999 –> 2000-2009	3.7011360	2.0476922	5264.376636	253.780676	6	12
Indian	(26,26.5]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	420	1.6571356	1628.184443	11.041182	4.8847486	1982-1999 –> 2000-2009	3.8415756	2.1844400	5371.889939	22.279976	7	17
Indian	(26,26.5]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	420	1.6586147	1628.933876	10.151931	4.8917363	1982-1999 –> 2000-2009	3.8490477	2.1904330	5377.285964	21.482645	8	19
Indian	(26,26.5]	4	cstar_tref ~ temp + aou + silicate + phosphate	420	1.6771589	1638.273400	120.701480	4.9439938	1982-1999 –> 2000-2009	3.9041195	2.2269607	5414.674725	206.912239	9	21
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	420	1.8996713	1744.920314	18.412747	6.4217616	1982-1999 –> 2000-2009	4.3945230	2.4948517	5715.972942	31.389599	10	23
Indian	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	301	1.1838613	969.807365	16.048382	3.7097104	2000-2009 –> 2010-2019	2.7768354	1.5929742	2566.822099	39.525991	1	2
Indian	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	301	1.1848132	970.291247	13.116132	3.7165073	2000-2009 –> 2010-2019	2.7785612	1.5937480	2567.713938	28.431367	2	4
Indian	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	301	1.2062818	981.101712	147.143782	3.8263382	2000-2009 –> 2010-2019	2.8074141	1.6011323	2582.407366	276.705489	3	6
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	301	1.2195458	987.685054	11.602088	3.2666524	2000-2009 –> 2010-2019	2.8618994	1.6423535	2610.342876	25.359969	4	8
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	301	1.2196940	987.758192	11.632703	3.2657678	2000-2009 –> 2010-2019	2.8629673	1.6432733	2610.886286	25.416718	5	10
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	301	1.2247327	990.239991	111.878665	3.2288000	2000-2009 –> 2010-2019	2.8781765	1.6534438	2618.550983	273.099675	6	12
Indian	(26,26.5]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	301	1.2265326	989.124091	10.373016	3.3636504	2000-2009 –> 2010-2019	2.8836682	1.6571356	2617.308535	21.414198	7	14
Indian	(26,26.5]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	301	1.2270438	989.374949	10.422992	3.3699714	2000-2009 –> 2010-2019	2.8856586	1.6586147	2618.308824	20.574924	8	16
Indian	(26,26.5]	4	cstar_tref ~ temp + aou + silicate + phosphate	301	1.2438336	997.556314	111.565088	3.5274655	2000-2009 –> 2010-2019	2.9209925	1.6771589	2635.829714	232.266569	9	18
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	301	1.3674268	1056.585276	14.220932	4.2542380	2000-2009 –> 2010-2019	3.2670981	1.8996713	2801.505590	32.633679	10	20
Indian	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	479	1.1840327	1535.174404	58.956539	4.4575718	1982-1999 –> 2000-2009	2.3414429	1.1574102	3953.203969	79.945379	6	7
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	479	1.1848468	1535.832833	45.184302	4.4657203	1982-1999 –> 2000-2009	2.3437464	1.1588996	3955.837762	62.262972	7	9
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	479	1.1979362	1546.358116	209.080481	4.5565755	1982-1999 –> 2000-2009	2.3724617	1.1745255	3986.935208	440.645038	8	11
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	479	1.1419538	1500.508661	15.689754	4.4554571	1982-1999 –> 2000-2009	2.4729054	1.3309516	4133.131706	30.756219	1	5
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	479	1.1502370	1507.432426	22.374255	4.2892904	1982-1999 –> 2000-2009	2.5659731	1.4157362	4234.911878	38.408108	3	9
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	479	1.1502097	1507.409752	18.790833	4.2907267	1982-1999 –> 2000-2009	2.5661324	1.4159227	4235.091551	34.933312	2	9
Indian	(26.5,26.75]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	479	1.1505043	1505.655042	12.087845	4.2532085	1982-1999 –> 2000-2009	2.5777702	1.4272659	4243.593050	20.864742	4	13
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	479	1.1558162	1512.068012	230.440439	4.3599325	1982-1999 –> 2000-2009	2.5799466	1.4241304	4248.627854	376.938738	5	13
Indian	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	479	1.2108354	1554.618633	9.772836	4.6027297	1982-1999 –> 2000-2009	2.5937976	1.3829621	4244.121933	24.392465	9	14
Indian	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	479	1.2681669	1598.937542	17.500904	4.2748970	1982-1999 –> 2000-2009	2.7244418	1.4562749	4367.781525	33.207446	10	21
Indian	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	273	0.7653481	642.726633	19.085165	2.3513134	2000-2009 –> 2010-2019	1.9493808	1.1840327	2177.901037	78.041704	2	8
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	273	0.7655902	642.899352	16.101788	2.3509476	2000-2009 –> 2010-2019	1.9504370	1.1848468	2178.732185	61.286090	3	10
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	273	0.8094136	673.291304	14.177435	2.2089626	2000-2009 –> 2010-2019	1.9513674	1.1419538	2173.799966	29.867189	4	5
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	273	0.7602326	639.065008	185.423059	2.3502653	2000-2009 –> 2010-2019	1.9581688	1.1979362	2185.423124	394.503539	1	9
Indian	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	273	0.8111309	672.448518	13.207854	2.2127727	2000-2009 –> 2010-2019	2.0219663	1.2108354	2227.067151	22.980690	5	14
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	273	0.9570202	764.754249	15.503952	3.0741503	2000-2009 –> 2010-2019	2.1072572	1.1502370	2272.186676	37.878206	7	10
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	273	0.9571022	764.801036	15.550378	3.0733370	2000-2009 –> 2010-2019	2.1073120	1.1502097	2272.210788	34.341211	8	10
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	273	0.9563584	764.376531	139.331708	3.0840603	2000-2009 –> 2010-2019	2.1121746	1.1558162	2276.444544	369.772147	6	11
Indian	(26.5,26.75]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	273	0.9643343	766.911195	14.688949	3.1064177	2000-2009 –> 2010-2019	2.2330371	1.2687028	2366.253496	34.990712	10	21
Indian	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	273	0.9649654	767.268436	14.762642	3.1070459	2000-2009 –> 2010-2019	2.2331323	1.2681669	2366.205978	32.263546	11	21
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	839	1.0675798	2504.710402	15.358103	3.3073614	1982-1999 –> 2000-2009	2.2054785	1.1378987	5528.259203	26.653559	1	5
Indian	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	839	1.1760114	2667.030551	86.580526	4.1688747	1982-1999 –> 2000-2009	2.2962734	1.1202620	5660.212764	123.234516	6	7
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	839	1.1762351	2667.349773	69.561887	4.1517968	1982-1999 –> 2000-2009	2.2965851	1.1203500	5660.684642	97.312771	7	9
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	839	1.1847889	2679.508282	233.584517	4.2165513	1982-1999 –> 2000-2009	2.3079862	1.1231973	5677.777391	477.515639	9	12
Indian	(26.75,27]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	839	1.1778480	2667.649123	10.961349	3.8768770	1982-1999 –> 2000-2009	2.3245333	1.1466853	5704.151493	22.256797	8	13
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	839	1.0730666	2513.312348	30.962398	3.5830853	1982-1999 –> 2000-2009	2.4192067	1.3461401	5863.565894	48.262624	2	8
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	839	1.0736979	2514.299165	37.798874	3.5990653	1982-1999 –> 2000-2009	2.4203666	1.3466687	5865.316042	54.926117	3	10
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	839	1.0764372	2518.574874	215.084784	3.6793430	1982-1999 –> 2000-2009	2.4286491	1.3522119	5877.577240	352.807248	4	12
Indian	(26.75,27]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	839	1.1632055	2646.658083	13.519595	3.3466265	1982-1999 –> 2000-2009	2.5984924	1.4352870	6119.567786	22.913086	5	17
Indian	(26.75,27]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	839	1.3047353	2839.327201	30.198606	3.8812859	1982-1999 –> 2000-2009	2.6656994	1.3609641	6208.871526	47.311507	12	21
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	374	1.1017649	1147.857211	13.081671	4.4913798	2000-2009 –> 2010-2019	2.1693447	1.0675798	3652.567614	28.439775	4	5
Indian	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	374	1.0048678	1078.998305	48.235426	4.4680626	2000-2009 –> 2010-2019	2.1808792	1.1760114	3746.028856	134.815952	2	8
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	374	1.0058489	1079.728263	36.911048	4.4668208	2000-2009 –> 2010-2019	2.1820841	1.1762351	3747.078036	106.472936	3	10
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	374	0.9973373	1073.371695	284.732099	4.4799404	2000-2009 –> 2010-2019	2.1821262	1.1847889	3752.879976	518.316616	1	10
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	374	1.1476554	1178.381398	22.706604	4.5960076	2000-2009 –> 2010-2019	2.2207220	1.0730666	3691.693745	53.669002	8	10
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	374	1.1475465	1178.310421	23.572915	4.6004345	2000-2009 –> 2010-2019	2.2212444	1.0736979	3692.609586	61.371789	7	10
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	374	1.1472751	1178.133512	190.965671	4.6161620	2000-2009 –> 2010-2019	2.2237124	1.0764372	3696.708386	406.050455	6	10
Indian	(26.75,27]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	374	1.1188236	1157.349821	12.956221	4.5323987	2000-2009 –> 2010-2019	2.2966717	1.1778480	3824.998944	23.917570	5	13
Indian	(26.75,27]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	374	1.1617903	1185.537733	22.445719	4.6338499	2000-2009 –> 2010-2019	2.4665256	1.3047353	4024.864934	52.644325	11	23
Indian	(26.75,27]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	374	1.1605452	1184.735687	23.352846	4.6362872	2000-2009 –> 2010-2019	2.4671325	1.3065872	4026.442898	60.403129	10	23
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	682	1.2995618	2306.837126	47.191998	5.7426348	1982-1999 –> 2000-2009	2.6404192	1.3408574	5570.683424	69.138295	10	13
Indian	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	682	1.2681375	2273.449430	911.399924	5.0430042	1982-1999 –> 2000-2009	2.7513858	1.4832483	5728.851811	1136.059734	1	15
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	682	1.2712847	2276.830297	89.444689	5.1675411	1982-1999 –> 2000-2009	2.7540889	1.4828042	5731.664349	121.770240	3	16
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	682	1.2719812	2277.577378	98.669804	5.1690256	1982-1999 –> 2000-2009	2.7556359	1.4836547	5733.499767	131.571181	6	21
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	682	1.2694650	2274.876480	629.606968	5.1931036	1982-1999 –> 2000-2009	2.7567822	1.4873173	5735.478465	931.502268	2	19
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	682	1.4139713	2421.924813	99.508262	3.7791272	1982-1999 –> 2000-2009	2.7832703	1.3692991	5725.609606	154.837790	23	29
Indian	(27,27.25]	4	cstar_tref ~ sal + aou + silicate + phosphate	682	1.2737530	2277.476029	618.977117	4.9816853	1982-1999 –> 2000-2009	2.7843027	1.5105498	5765.496377	813.413221	7	28
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	682	1.4159040	2423.787961	123.659400	3.8326613	1982-1999 –> 2000-2009	2.7852952	1.3693912	5727.600455	196.337219	24	31
Indian	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	682	1.2742082	2279.963462	63.875581	5.2567732	1982-1999 –> 2000-2009	2.8234058	1.5491976	5817.933826	110.170453	8	36
Indian	(27,27.25]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	682	1.2744969	2278.272398	54.265618	5.2601095	1982-1999 –> 2000-2009	2.8263731	1.5518763	5817.521728	85.891369	9	39
Indian	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	380	1.3664608	1329.683567	257.445297	3.9780634	2000-2009 –> 2010-2019	2.6345984	1.2681375	3603.132997	1168.845221	9	10
Indian	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	380	1.3921603	1343.844392	35.766199	4.0100616	2000-2009 –> 2010-2019	2.6663686	1.2742082	3623.807855	99.641781	13	21
Indian	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	380	1.4194244	1358.584378	37.312097	4.0030848	2000-2009 –> 2010-2019	2.6912754	1.2718510	3636.022127	104.801051	17	21
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	380	1.4292582	1363.831538	20.557513	4.3770467	2000-2009 –> 2010-2019	2.7288200	1.2995618	3670.668663	67.749511	19	29
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	380	1.4706387	1385.522860	280.328991	4.2551789	2000-2009 –> 2010-2019	2.7401037	1.2694650	3660.399340	909.935960	26	28
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	380	1.4688652	1384.605808	42.464217	4.2209097	2000-2009 –> 2010-2019	2.7401499	1.2712847	3661.436105	131.908907	23	26
Indian	(27,27.25]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	380	1.4694337	1382.899861	36.295822	4.2331923	2000-2009 –> 2010-2019	2.7413151	1.2718814	3658.370216	97.688310	24	29
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	380	1.4700999	1385.244368	48.293570	4.2442459	2000-2009 –> 2010-2019	2.7420811	1.2719812	3662.821746	146.963374	25	31
Indian	(27,27.25]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	380	1.4740921	1385.305407	33.780229	4.3040070	2000-2009 –> 2010-2019	2.7485890	1.2744969	3663.577805	88.045848	31	40
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	380	1.3351304	1312.055291	42.538497	3.9890938	2000-2009 –> 2010-2019	2.7491016	1.4139713	3733.980104	142.046760	1	24
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	686	1.5370943	2550.597952	169.189240	4.4293895	1982-1999 –> 2000-2009	2.7198731	1.1827788	6503.048243	235.447744	1	4
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	686	1.5385108	2551.861779	182.279557	4.4087697	1982-1999 –> 2000-2009	2.7233098	1.1847989	6508.547639	258.043205	2	7
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	686	1.5599728	2570.868721	537.010178	4.2261059	1982-1999 –> 2000-2009	2.7506935	1.1907207	6539.928912	688.526848	3	11
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	686	1.5607206	2571.526243	809.915915	4.2346997	1982-1999 –> 2000-2009	2.7517928	1.1910721	6541.318965	988.329500	4	13
Indian	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	686	1.5765960	2585.411484	151.315813	4.6326617	1982-1999 –> 2000-2009	2.7577922	1.1811962	6534.538636	205.167296	8	9
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	686	1.5703115	2579.931594	189.273826	5.0964538	1982-1999 –> 2000-2009	2.7587894	1.1884779	6544.312420	227.324847	7	14
Indian	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	686	1.5770341	2585.792668	152.284897	4.5424270	1982-1999 –> 2000-2009	2.7597895	1.1827554	6538.193927	207.784333	9	11
Indian	(27.25,27.5]	4	cstar_tref ~ sal + temp + aou + phosphate_star	686	1.5610094	2569.780065	143.876018	4.5628638	1982-1999 –> 2000-2009	2.7697833	1.2087739	6574.188973	167.553121	5	17
Indian	(27.25,27.5]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	686	1.5617578	2570.437719	182.269278	4.5716232	1982-1999 –> 2000-2009	2.7720786	1.2103208	6578.020742	206.711291	6	19
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	686	1.6013166	2606.757133	178.463052	5.0311778	1982-1999 –> 2000-2009	2.8019763	1.2006597	6596.448846	241.581624	11	22
Indian	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	440	1.3105761	1500.676684	55.034570	3.7506934	2000-2009 –> 2010-2019	2.8876102	1.5770341	4086.469351	207.319466	2	11
Indian	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	440	1.3140582	1503.011695	53.328514	3.8298580	2000-2009 –> 2010-2019	2.8906542	1.5765960	4088.423179	204.644327	4	12
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	440	1.3584660	1532.259321	88.521504	4.7491998	2000-2009 –> 2010-2019	2.8955603	1.5370943	4082.857273	257.710743	6	7
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	440	1.3626986	1534.996897	108.256439	4.7968906	2000-2009 –> 2010-2019	2.9012095	1.5385108	4086.858676	290.535997	7	9
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	440	1.3090437	1499.647146	70.330014	3.5355649	2000-2009 –> 2010-2019	2.9103602	1.6013166	4106.404279	248.793066	1	12
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	440	1.3136495	1502.737928	121.182071	4.0056805	2000-2009 –> 2010-2019	2.9207417	1.6070922	4114.434708	382.914363	3	15
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	440	1.3515021	1527.736521	40.141850	4.4014217	2000-2009 –> 2010-2019	2.9218135	1.5703115	4107.668115	229.415676	5	12
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	440	1.3708554	1540.248613	169.292473	4.3242823	2000-2009 –> 2010-2019	2.9308282	1.5599728	4111.117334	706.302651	9	12
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	440	1.3710746	1540.389372	204.492023	4.3362883	2000-2009 –> 2010-2019	2.9317953	1.5607206	4111.915615	1014.407938	10	14
Indian	(27.25,27.5]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	440	1.3691462	1537.150795	52.796353	3.9434545	2000-2009 –> 2010-2019	2.9827159	1.6135697	4152.366367	113.308295	8	23
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	964	1.1262371	2978.918194	465.604423	6.4443356	1982-1999 –> 2000-2009	2.0627475	0.9365104	6674.013546	562.660030	2	13
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	964	1.1259031	2978.346215	385.034590	6.4297400	1982-1999 –> 2000-2009	2.0645662	0.9386632	6679.686842	482.337397	1	15
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	964	1.1425260	3006.603268	549.241458	5.0126284	1982-1999 –> 2000-2009	2.0805511	0.9380251	6706.094431	652.091684	3	16
Indian	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	964	1.1621937	3039.509911	544.089942	6.0282751	1982-1999 –> 2000-2009	2.0900570	0.9278633	6709.374084	910.794065	7	14
Indian	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	964	1.1620345	3039.245821	578.013960	6.0489357	1982-1999 –> 2000-2009	2.0922127	0.9301781	6715.887286	1003.626633	6	15
Indian	(27.5,27.75]	4	cstar_tref ~ sal + temp + nitrate + silicate	964	1.1558421	3026.944114	174.140129	5.2026618	1982-1999 –> 2000-2009	2.0951876	0.9393456	6728.261449	271.164287	4	20
Indian	(27.5,27.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	964	1.1636823	3039.977796	251.054825	5.5687104	1982-1999 –> 2000-2009	2.1099749	0.9462926	6761.337318	291.652609	8	33
Indian	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	964	1.1560426	3029.278600	404.369015	6.7847229	1982-1999 –> 2000-2009	2.1121661	0.9561234	6780.749786	535.720156	5	36
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	964	1.2216030	3135.629517	664.427095	5.3928095	1982-1999 –> 2000-2009	2.1160208	0.8944178	6705.638661	1126.288085	12	13
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	964	1.2207341	3134.257784	971.919412	5.5001572	1982-1999 –> 2000-2009	2.1187837	0.8980496	6715.289026	1459.487316	11	13
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	562	1.1930099	1807.249846	212.050895	4.0834323	2000-2009 –> 2010-2019	2.3355359	1.1425260	4813.853114	761.292352	1	4
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	562	1.2223051	1834.516947	170.001888	4.3438915	2000-2009 –> 2010-2019	2.3482081	1.1259031	4812.863162	555.036478	6	7
Indian	(27.5,27.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	562	1.1930756	1805.311702	135.444825	4.0868970	2000-2009 –> 2010-2019	2.3567579	1.1636823	4845.289498	386.499650	2	8
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	562	1.2408635	1851.454575	213.615276	4.5114246	2000-2009 –> 2010-2019	2.3671007	1.1262371	4830.372770	679.219699	9	11
Indian	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	562	1.2443303	1854.590476	239.950104	4.6503754	2000-2009 –> 2010-2019	2.4003729	1.1560426	4883.869076	644.319119	10	15
Indian	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	562	1.2574843	1866.410044	260.947893	4.7381844	2000-2009 –> 2010-2019	2.4318185	1.1743342	4925.955798	699.404183	15	22
Indian	(27.5,27.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	562	1.2248593	1834.863270	149.631333	4.3927987	2000-2009 –> 2010-2019	2.4359102	1.2110509	4951.766622	534.533291	7	15
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	562	1.2050324	1818.520178	593.141714	4.3409427	2000-2009 –> 2010-2019	2.4433647	1.2383323	4980.373668	1331.592947	3	16
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	562	1.2118492	1824.860690	678.065586	4.3422522	2000-2009 –> 2010-2019	2.4490857	1.2372365	4985.007336	1572.280687	4	16
Indian	(27.5,27.75]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	562	1.2194922	1829.927329	491.265168	4.2955949	2000-2009 –> 2010-2019	2.4596517	1.2401595	4992.623607	875.116722	5	20
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	377	0.6929877	807.355456	894.469358	2.1975532	1982-1999 –> 2000-2009	1.1815774	0.4885897	1623.846029	1144.065925	1	2
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	377	0.6937133	808.144530	786.509930	2.2090509	1982-1999 –> 2000-2009	1.1832027	0.4894894	1626.736103	1036.135683	2	5
Indian	(27.75,27.85]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	377	0.7004662	813.448771	191.786351	2.1427013	1982-1999 –> 2000-2009	1.1892212	0.4887550	1628.325636	365.749912	3	5
Indian	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	377	0.7046146	817.901069	186.953604	2.1516459	1982-1999 –> 2000-2009	1.1958650	0.4912504	1638.593766	353.225510	4	8
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	377	0.7116904	827.434970	787.324980	2.2576077	1982-1999 –> 2000-2009	1.2174811	0.5057907	1683.438747	1051.264589	6	11
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + silicate + phosphate	377	0.7101825	823.835765	172.727486	2.1349975	1982-1999 –> 2000-2009	1.2194051	0.5092226	1685.562037	414.311436	5	11
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + silicate	377	0.7213279	835.576959	161.657360	2.1522982	1982-1999 –> 2000-2009	1.2764950	0.5551670	1795.953471	401.383659	8	20
Indian	(27.75,27.85]	3	cstar_tref ~ sal + silicate + phosphate	377	0.7536712	866.649159	93.867827	2.3160654	1982-1999 –> 2000-2009	1.2780355	0.5243643	1759.837564	128.927731	10	18
Indian	(27.75,27.85]	3	cstar_tref ~ aou + nitrate + silicate	377	0.7729985	885.741135	264.932944	2.5128620	1982-1999 –> 2000-2009	1.2866910	0.5136925	1755.447921	289.171845	12	19
Indian	(27.75,27.85]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	377	0.7813150	895.809881	388.167120	2.1043198	1982-1999 –> 2000-2009	1.3222360	0.5409210	1826.499125	489.423789	14	23
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	265	0.6802481	561.829607	513.625624	2.8861413	2000-2009 –> 2010-2019	1.3732358	0.6929877	1369.185063	1408.094983	1	2
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	265	0.6816096	562.889369	463.253767	2.8825627	2000-2009 –> 2010-2019	1.3753229	0.6937133	1371.033900	1249.763698	3	5
Indian	(27.75,27.85]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	265	0.6821576	561.315337	313.604735	2.7065002	2000-2009 –> 2010-2019	1.3826239	0.7004662	1374.764108	505.391085	4	7
Indian	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	265	0.6822752	561.406679	312.774336	2.7753779	2000-2009 –> 2010-2019	1.3868899	0.7046146	1379.307748	499.727940	5	9
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + silicate + phosphate	265	0.6814142	560.737402	308.280107	3.0122730	2000-2009 –> 2010-2019	1.3915967	0.7101825	1384.573167	481.007593	2	7
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	265	0.6975961	575.176439	420.609220	2.6834843	2000-2009 –> 2010-2019	1.4092864	0.7116904	1402.611409	1207.934201	7	13
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + silicate	265	0.6892237	566.777086	300.547688	3.2042038	2000-2009 –> 2010-2019	1.4105517	0.7213279	1402.354045	462.205048	6	14
Indian	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	265	0.7063465	579.783247	300.549626	3.0277840	2000-2009 –> 2010-2019	1.4438065	0.7374600	1432.037170	525.653721	8	17
Indian	(27.75,27.85]	3	cstar_tref ~ sal + silicate + phosphate	265	0.7077284	578.819131	34.100278	2.7168217	2000-2009 –> 2010-2019	1.4613996	0.7536712	1445.468290	127.968105	9	19
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	265	0.7658032	622.617502	326.221356	2.1538741	2000-2009 –> 2010-2019	1.4846170	0.7188138	1455.561882	679.503804	21	28
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	459	0.6605249	935.872160	535.120393	2.3680480	1982-1999 –> 2000-2009	1.1631320	0.5026071	1834.372446	770.776350	1	2
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	459	0.6611238	936.704185	534.812181	2.3751935	1982-1999 –> 2000-2009	1.1642354	0.5031116	1836.418402	770.635817	2	4
Indian	(27.85,27.95]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	459	0.6614248	935.121982	284.016456	2.3954019	1982-1999 –> 2000-2009	1.1671147	0.5056899	1839.021403	503.725221	3	6
Indian	(27.85,27.95]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	459	0.6618750	935.746668	309.929237	2.4109409	1982-1999 –> 2000-2009	1.1703925	0.5085175	1846.392865	528.962277	4	8
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + silicate + phosphate	459	0.6668434	942.611993	205.179548	2.2827513	1982-1999 –> 2000-2009	1.1928656	0.5260221	1894.209054	338.293056	5	10
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + silicate	459	0.6737531	952.075111	161.784164	2.2563056	1982-1999 –> 2000-2009	1.2259107	0.5521576	1962.345342	287.616248	6	12
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	459	0.6754249	956.350142	522.664019	2.3317228	1982-1999 –> 2000-2009	1.2320809	0.5566560	1978.438240	767.486477	7	14
Indian	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	459	0.6755022	954.455269	307.685134	2.3430804	1982-1999 –> 2000-2009	1.2854024	0.6099001	2085.074193	552.507023	8	16
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	459	0.7374839	1035.044403	517.417894	2.6034046	1982-1999 –> 2000-2009	1.3706385	0.6331547	2210.940956	736.531183	10	19
Indian	(27.85,27.95]	3	cstar_tref ~ sal + silicate + phosphate_star	459	0.7575685	1057.710830	139.279918	2.5560300	1982-1999 –> 2000-2009	1.4788864	0.7213179	2389.349259	356.215120	11	26
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	270	0.6233274	524.977778	460.685340	2.5016225	2000-2009 –> 2010-2019	1.2838523	0.6605249	1460.849937	995.805734	2	3
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	270	0.6232633	524.922266	460.631703	2.5051089	2000-2009 –> 2010-2019	1.2843871	0.6611238	1461.626451	995.443884	1	3
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + silicate + phosphate	270	0.6234282	523.065060	223.664745	2.5074471	2000-2009 –> 2010-2019	1.2902716	0.6668434	1465.677053	428.844293	3	8
Indian	(27.85,27.95]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	270	0.6348127	532.837162	438.304419	2.4037904	2000-2009 –> 2010-2019	1.2962375	0.6614248	1467.959144	722.320875	5	8
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + silicate	270	0.6268850	526.051024	210.371768	2.5410648	2000-2009 –> 2010-2019	1.3006381	0.6737531	1478.126134	372.155933	4	10
Indian	(27.85,27.95]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	270	0.6416074	538.586281	440.180921	2.3781292	2000-2009 –> 2010-2019	1.3034824	0.6618750	1474.332949	750.110159	6	10
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	270	0.6687294	562.943894	513.707822	2.6448833	2000-2009 –> 2010-2019	1.3441543	0.6754249	1519.294036	1036.371841	10	17
Indian	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	270	0.6690991	561.242358	506.856170	2.6229264	2000-2009 –> 2010-2019	1.3446014	0.6755022	1515.697628	814.541304	11	19
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + silicate	270	0.6997574	585.435185	244.005050	2.7569787	2000-2009 –> 2010-2019	1.3859037	0.6861463	1554.242802	443.421555	20	29
Indian	(27.85,27.95]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	270	0.6557326	550.345649	161.275818	2.5684451	2000-2009 –> 2010-2019	1.4216130	0.7658804	1620.073757	317.928661	8	20
Indian	(27.95,28.05]	3	cstar_tref ~ temp + aou + nitrate	489	0.6377968	957.880524	619.843997	1.8582586	1982-1999 –> 2000-2009	1.3188679	0.6810711	2509.807066	679.866811	14	15
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	489	0.6032326	907.389436	746.304234	1.7603360	1982-1999 –> 2000-2009	1.3410873	0.7378547	2582.635389	1058.531097	1	6
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	489	0.6033020	907.501878	747.256988	1.7594951	1982-1999 –> 2000-2009	1.3416308	0.7383289	2583.705016	1060.070929	3	9
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + silicate + phosphate	489	0.6703126	1008.511069	168.547373	2.5940158	1982-1999 –> 2000-2009	1.4211108	0.7507982	2707.668026	299.178116	18	27
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + silicate	489	0.6635303	998.565038	123.004152	2.5575514	1982-1999 –> 2000-2009	1.4240877	0.7605574	2716.965015	227.851082	17	28
Indian	(27.95,28.05]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	489	0.6032360	905.394924	81.427005	1.7663425	1982-1999 –> 2000-2009	1.4289443	0.8257083	2746.257833	156.638920	2	14
Indian	(27.95,28.05]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	489	0.6033065	905.509207	85.442887	1.7664363	1982-1999 –> 2000-2009	1.4295438	0.8262373	2747.326509	169.877835	4	17
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + phosphate_star	489	0.6044984	907.439450	71.300101	1.8760285	1982-1999 –> 2000-2009	1.4388449	0.8343465	2763.809232	149.731123	5	19
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	489	0.6045521	907.526380	83.427875	1.8743618	1982-1999 –> 2000-2009	1.4397721	0.8352200	2765.455187	172.653447	6	22
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	489	0.6088193	916.405268	717.608313	1.7896888	1982-1999 –> 2000-2009	1.4508970	0.8420777	2788.518021	1133.586412	7	26
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	297	0.5584258	510.765167	354.095113	2.7733450	2000-2009 –> 2010-2019	1.1616584	0.6032326	1418.154603	1100.399347	1	2
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	297	0.5588769	511.244783	354.096822	2.7726273	2000-2009 –> 2010-2019	1.1621788	0.6033020	1418.746661	1101.353810	2	5
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + phosphate_star	297	0.5593273	509.723330	183.673075	2.7850445	2000-2009 –> 2010-2019	1.1638257	0.6044984	1417.162780	254.973176	3	8
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	297	0.5596988	510.117715	202.021268	2.7838697	2000-2009 –> 2010-2019	1.1642509	0.6045521	1417.644095	285.449142	4	10
Indian	(27.95,28.05]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	297	0.5631657	513.785732	185.774869	2.8157012	2000-2009 –> 2010-2019	1.1664017	0.6032360	1419.180656	267.201874	5	7
Indian	(27.95,28.05]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	297	0.5636229	514.267774	202.175470	2.8150183	2000-2009 –> 2010-2019	1.1669294	0.6033065	1419.776981	287.618358	6	10
Indian	(27.95,28.05]	3	cstar_tref ~ temp + aou + phosphate_star	297	0.5806568	529.953785	183.662185	2.9148896	2000-2009 –> 2010-2019	1.2010812	0.6204245	1460.825971	238.146707	8	19
Indian	(27.95,28.05]	3	cstar_tref ~ temp + phosphate + phosphate_star	297	0.5821396	531.468741	201.648766	2.9149388	2000-2009 –> 2010-2019	1.2018056	0.6196660	1461.144640	261.501907	9	19
Indian	(27.95,28.05]	3	cstar_tref ~ temp + aou + nitrate	297	0.5680847	516.951517	288.995757	2.3171673	2000-2009 –> 2010-2019	1.2058815	0.6377968	1474.832041	908.839754	7	21
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + silicate	297	0.6136595	564.790323	176.662628	2.7065793	2000-2009 –> 2010-2019	1.2771897	0.6635303	1563.355361	299.666780	13	30
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	227	0.3176426	137.538024	708.855506	1.1672697	1982-1999 –> 2000-2009	0.8707503	0.5531077	847.649742	1004.028493	1	7
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	227	0.3177570	137.701463	708.592062	1.1675350	1982-1999 –> 2000-2009	0.8713966	0.5536396	848.622554	1003.998452	2	10
Indian	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	227	0.3813072	218.473984	830.583968	1.4174309	1982-1999 –> 2000-2009	0.8927418	0.5114347	860.629405	944.452807	16	17
Indian	(28.05,28.1]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	227	0.3412849	168.131049	135.439679	1.0645013	1982-1999 –> 2000-2009	0.8943974	0.5531125	876.249995	175.312468	5	12
Indian	(28.05,28.1]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	227	0.3416748	168.649303	153.863689	1.0636087	1982-1999 –> 2000-2009	0.8953252	0.5536505	877.586899	199.433086	6	15
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate_star	227	0.3479991	176.975985	105.299850	1.0336256	1982-1999 –> 2000-2009	0.9020653	0.5540662	886.545556	136.496170	7	17
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	227	0.3482137	177.255804	119.295794	1.0341266	1982-1999 –> 2000-2009	0.9028386	0.5546250	887.674088	154.842385	8	19
Indian	(28.05,28.1]	3	cstar_tref ~ temp + aou + nitrate	227	0.3836450	219.248975	907.511624	1.2287902	1982-1999 –> 2000-2009	0.9060711	0.5224261	877.308475	1025.792624	18	20
Indian	(28.05,28.1]	3	cstar_tref ~ temp + aou + phosphate_star	227	0.3490229	176.309619	78.156856	1.0287369	1982-1999 –> 2000-2009	0.9098509	0.5608280	894.092731	105.726918	9	21
Indian	(28.05,28.1]	3	cstar_tref ~ temp + phosphate + phosphate_star	227	0.3490737	176.375704	90.278356	1.0302906	1982-1999 –> 2000-2009	0.9100286	0.5609549	894.349348	122.300407	10	23
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	147	0.4898137	221.331261	189.309921	1.7483016	2000-2009 –> 2010-2019	0.8074563	0.3176426	358.869285	898.165427	6	7
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	147	0.4904460	221.710526	189.374568	1.7492167	2000-2009 –> 2010-2019	0.8082030	0.3177570	359.411989	897.966630	7	9
Indian	(28.05,28.1]	3	cstar_tref ~ temp + aou + nitrate	147	0.4394871	185.456770	263.619533	1.5337726	2000-2009 –> 2010-2019	0.8231321	0.3836450	404.705744	1171.131157	1	19
Indian	(28.05,28.1]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	147	0.4938615	221.750895	40.776460	1.8079698	2000-2009 –> 2010-2019	0.8351465	0.3412849	389.881944	176.216138	9	14
Indian	(28.05,28.1]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	147	0.4946501	222.219993	43.621767	1.8102146	2000-2009 –> 2010-2019	0.8363249	0.3416748	390.869296	197.485456	12	18
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate_star	147	0.4938312	221.732835	38.688737	1.7898667	2000-2009 –> 2010-2019	0.8418303	0.3479991	398.708821	143.988587	8	15
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	147	0.4945348	222.151426	42.311619	1.7912758	2000-2009 –> 2010-2019	0.8427485	0.3482137	399.407230	161.607413	11	19
Indian	(28.05,28.1]	3	cstar_tref ~ temp + aou + phosphate_star	147	0.4940252	219.848327	35.013926	1.8015484	2000-2009 –> 2010-2019	0.8430481	0.3490229	396.157946	113.170782	10	19
Indian	(28.05,28.1]	3	cstar_tref ~ temp + phosphate + phosphate_star	147	0.4947827	220.298770	39.866705	1.8044750	2000-2009 –> 2010-2019	0.8438564	0.3490737	396.674475	130.145061	13	23
Indian	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	147	0.4691194	206.639914	244.378442	1.6811095	2000-2009 –> 2010-2019	0.8504265	0.3813072	425.113898	1074.962410	2	18
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	607	0.3302960	391.763230	637.606010	1.3838194	1982-1999 –> 2000-2009	0.5990443	0.2687484	608.543428	1310.114128	9	10
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	607	0.3305686	392.765069	628.731040	1.3854068	1982-1999 –> 2000-2009	0.5993502	0.2687815	609.783767	764.426248	10	12
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	607	0.3309890	394.308015	867.940728	1.3861196	1982-1999 –> 2000-2009	0.5998182	0.2688292	611.669036	1037.511971	11	14
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	607	0.3423937	435.433250	427.671876	1.3646367	1982-1999 –> 2000-2009	0.6385032	0.2961096	839.528757	547.827088	12	16
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	607	0.2976838	265.559034	174.773435	1.4225535	1982-1999 –> 2000-2009	0.6926227	0.3949390	1226.073860	297.947316	1	12
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	607	0.2977672	265.899328	174.787392	1.4237771	1982-1999 –> 2000-2009	0.6926268	0.3948596	1226.025836	297.951793	2	12
Indian	(28.1,28.2]	4	cstar_tref ~ sal + temp + aou + nitrate	607	0.3603166	495.373851	423.896650	1.2728899	1982-1999 –> 2000-2009	0.6998559	0.3395393	1161.883317	539.703481	15	20
Indian	(28.1,28.2]	4	cstar_tref ~ temp + aou + silicate + phosphate	607	0.3043201	290.325568	401.622590	1.2207920	1982-1999 –> 2000-2009	0.7077703	0.4034502	1290.034150	844.978923	4	20
Indian	(28.1,28.2]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	607	0.3072828	302.087358	25.782887	1.2028385	1982-1999 –> 2000-2009	0.7145745	0.4072917	1320.104883	61.375485	8	25
Indian	(28.1,28.2]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	607	0.3070604	301.208543	35.575225	1.2020466	1982-1999 –> 2000-2009	0.7145949	0.4075345	1320.377325	83.964500	7	25
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	409	0.2332388	-16.064754	398.427231	1.2629313	2000-2009 –> 2010-2019	0.5635347	0.3302960	375.698476	1036.033241	1	10
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	409	0.2336451	-14.641149	129.353748	1.2618522	2000-2009 –> 2010-2019	0.5642137	0.3305686	378.123920	758.084788	2	12
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	409	0.2341284	-12.950660	149.586595	1.2649342	2000-2009 –> 2010-2019	0.5651175	0.3309890	381.357355	1017.527323	3	14
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	409	0.2403211	8.404395	124.345575	1.3203179	2000-2009 –> 2010-2019	0.5827148	0.3423937	443.837645	552.017451	4	16
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	409	0.3187027	239.311485	93.603037	1.7300264	2000-2009 –> 2010-2019	0.6164699	0.2977672	505.210814	268.390429	9	11
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	409	0.3188311	239.640900	93.571687	1.7300311	2000-2009 –> 2010-2019	0.6165148	0.2976838	505.199934	268.345122	10	11
Indian	(28.1,28.2]	4	cstar_tref ~ temp + aou + silicate + phosphate	409	0.3194880	239.324527	504.871961	1.6773318	2000-2009 –> 2010-2019	0.6238080	0.3043201	529.650095	906.494550	11	15
Indian	(28.1,28.2]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	409	0.3218778	245.420679	20.279706	1.6727975	2000-2009 –> 2010-2019	0.6291606	0.3072828	547.508036	46.062593	12	20
Indian	(28.1,28.2]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	409	0.3221191	246.033647	24.707008	1.6710050	2000-2009 –> 2010-2019	0.6291796	0.3070604	547.242189	60.282233	13	20
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	409	0.3461859	306.974150	78.648689	1.4849728	2000-2009 –> 2010-2019	0.6472122	0.3010264	586.088773	239.119733	17	20
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1258	0.2499549	95.679133	202.947749	1.1657148	1982-1999 –> 2000-2009	0.4608627	0.2109078	-571.529776	427.929851	2	3
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1258	0.2499568	95.698004	202.750805	1.1661935	1982-1999 –> 2000-2009	0.4608865	0.2109296	-570.996175	275.337251	3	5
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1258	0.2499608	95.737966	256.630310	1.1669745	1982-1999 –> 2000-2009	0.4609501	0.2109893	-569.553483	343.925721	4	7
Indian	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1258	0.2492728	88.803531	884.242432	0.9823826	1982-1999 –> 2000-2009	0.4627478	0.2134750	-518.418697	1717.273166	1	5
Indian	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1258	0.2535774	129.880958	188.902704	0.9579405	1982-1999 –> 2000-2009	0.4700962	0.2165188	-409.148170	412.316212	5	11
Indian	(28.2,28.3]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1258	0.2542334	138.380691	340.672374	0.9671893	1982-1999 –> 2000-2009	0.4722209	0.2179875	-365.130161	457.511619	6	13
Indian	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1258	0.2543908	139.938438	251.051947	0.9640344	1982-1999 –> 2000-2009	0.4727682	0.2183773	-354.713790	338.312464	7	15
Indian	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1258	0.2549670	145.630854	443.320247	0.9542318	1982-1999 –> 2000-2009	0.4737395	0.2187724	-340.059597	1091.285595	8	17
Indian	(28.2,28.3]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	1258	0.2549814	143.773001	441.725455	0.9667599	1982-1999 –> 2000-2009	0.4741317	0.2191502	-335.362966	1054.107651	9	19
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1258	0.2586775	181.981586	129.571999	1.1919880	1982-1999 –> 2000-2009	0.4749721	0.2162946	-360.184597	183.311570	10	15
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1107	0.1867583	-559.428818	211.295333	1.1053277	2000-2009 –> 2010-2019	0.4367133	0.2499549	-463.749685	414.243082	1	3
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1107	0.1867651	-559.349045	73.107590	1.1053021	2000-2009 –> 2010-2019	0.4367219	0.2499568	-463.651041	275.858395	2	5
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1107	0.1868496	-558.347001	85.284785	1.1050069	2000-2009 –> 2010-2019	0.4368104	0.2499608	-462.609035	341.915095	3	7
Indian	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1107	0.1909526	-510.256843	788.233219	1.0520932	2000-2009 –> 2010-2019	0.4402254	0.2492728	-421.453312	1672.475651	9	10
Indian	(28.2,28.3]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1107	0.1903848	-516.850035	114.902066	1.0284300	2000-2009 –> 2010-2019	0.4446181	0.2542334	-378.469344	455.574440	6	12
Indian	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1107	0.1905407	-515.036959	81.670838	1.0266790	2000-2009 –> 2010-2019	0.4449316	0.2543908	-375.098521	332.722785	7	14
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1107	0.1868535	-558.301094	62.823739	1.1128213	2000-2009 –> 2010-2019	0.4455310	0.2586775	-376.319508	192.395737	4	14
Indian	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1107	0.1906134	-514.192475	674.104977	1.0259019	2000-2009 –> 2010-2019	0.4455805	0.2549670	-368.561621	1117.425223	8	16
Indian	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1107	0.1928781	-490.042999	209.079435	1.0801973	2000-2009 –> 2010-2019	0.4464555	0.2535774	-360.162040	397.982140	14	19
Indian	(28.2,28.3]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	1107	0.1923089	-496.586470	625.965701	1.0147142	2000-2009 –> 2010-2019	0.4472903	0.2549814	-352.813468	1067.691156	12	21
Indian	(28.3, Inf]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	667	0.0634797	-1771.020878	102.819233	0.7186450	1982-1999 –> 2000-2009	0.1166317	0.0531520	-4412.459769	459.847404	1	2
Indian	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	667	0.0684914	-1669.652830	108.374499	0.7034659	1982-1999 –> 2000-2009	0.1222719	0.0537805	-4290.496629	379.776664	2	4
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	667	0.0706735	-1627.814563	45.340753	0.6591495	1982-1999 –> 2000-2009	0.1259807	0.0553072	-4199.615660	80.053923	3	6
Indian	(28.3, Inf]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	667	0.0718701	-1607.417074	43.521826	0.6614506	1982-1999 –> 2000-2009	0.1271931	0.0553230	-4180.717844	77.700132	4	8
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	667	0.0994205	-1172.537333	54.145235	0.5777282	1982-1999 –> 2000-2009	0.1681374	0.0687169	-3363.991860	97.244771	5	10
Indian	(28.3, Inf]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	667	0.0994355	-1172.335897	122.222563	0.5778386	1982-1999 –> 2000-2009	0.1682180	0.0687824	-3362.121422	312.882043	6	12
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	667	0.0995422	-1170.906144	46.011169	0.5786637	1982-1999 –> 2000-2009	0.1683986	0.0688564	-3358.808017	89.078590	7	14
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	667	0.0999441	-1165.530845	75.290889	0.5813090	1982-1999 –> 2000-2009	0.1692417	0.0692976	-3342.242286	177.442181	9	17
Indian	(28.3, Inf]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	667	0.0995900	-1172.264925	45.236103	0.5778289	1982-1999 –> 2000-2009	0.1718700	0.0722800	-3277.153399	86.215551	8	17
Indian	(28.3, Inf]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	667	0.1078971	-1065.390551	42.917381	0.5881183	1982-1999 –> 2000-2009	0.1814180	0.0735210	-3140.453654	85.919408	15	25
Indian	(28.3, Inf]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	302	0.0317107	-1213.425402	544.908351	0.1206998	2000-2009 –> 2010-2019	0.0951904	0.0634797	-2984.446280	647.727584	1	2
Indian	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	302	0.0319198	-1209.456296	156.369686	0.1171325	2000-2009 –> 2010-2019	0.1004112	0.0684914	-2879.109126	264.744184	3	5
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	302	0.0317253	-1213.149021	75.059543	0.1159779	2000-2009 –> 2010-2019	0.1023988	0.0706735	-2840.963584	120.400296	2	5
Indian	(28.3, Inf]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	302	0.0319599	-1210.697753	52.178621	0.1193409	2000-2009 –> 2010-2019	0.1038301	0.0718701	-2818.114826	95.700446	4	8
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	302	0.0373762	-1114.140005	76.418279	0.1423035	2000-2009 –> 2010-2019	0.1367968	0.0994205	-2286.677337	130.563514	5	10
Indian	(28.3, Inf]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	302	0.0374044	-1113.684543	193.041584	0.1423912	2000-2009 –> 2010-2019	0.1368400	0.0994355	-2286.020440	315.264147	6	12
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	302	0.0374089	-1113.612635	76.259484	0.1424003	2000-2009 –> 2010-2019	0.1369510	0.0995422	-2284.518779	122.270653	7	14
Indian	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	302	0.0375168	-1111.873484	338.775728	0.1427673	2000-2009 –> 2010-2019	0.1374608	0.0999441	-2277.404329	414.066617	8	17
Indian	(28.3, Inf]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	302	0.0378149	-1109.091913	56.848872	0.1415774	2000-2009 –> 2010-2019	0.1457120	0.1078971	-2174.482464	99.766254	9	24
Indian	(28.3, Inf]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	302	0.0516619	-920.634633	62.782319	0.1722018	2000-2009 –> 2010-2019	0.1512519	0.0995900	-2092.899557	108.018422	10	18
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	137	1.0953131	427.734199	206.879194	2.7196679	1982-1999 –> 2000-2009	2.2104227	1.1151096	625.081147	542.448667	2	11
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	137	1.2718133	468.670726	223.030839	6.7507376	1982-1999 –> 2000-2009	2.2383879	0.9665746	648.863735	298.857161	15	19
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	137	1.1435344	439.539094	434.697476	2.7838337	1982-1999 –> 2000-2009	2.2616132	1.1180788	637.205141	688.578091	9	20
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	137	1.1625607	444.060422	210.379436	2.8751550	1982-1999 –> 2000-2009	2.3014488	1.1388881	643.939344	427.278111	12	28
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	137	1.1227649	434.516809	221.963772	3.3183921	1982-1999 –> 2000-2009	2.3754587	1.2526938	645.824984	570.674948	7	27
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	137	1.1253819	433.154704	105.300583	3.4236412	1982-1999 –> 2000-2009	2.3871533	1.2617714	643.329324	304.678423	8	29
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	137	1.2795517	468.332836	76.678008	6.5105056	1982-1999 –> 2000-2009	2.4005973	1.1210457	664.316885	97.231856	16	30
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	137	1.0747087	422.530768	223.416091	3.0813669	1982-1999 –> 2000-2009	2.4171395	1.3424308	642.141231	301.432235	1	29
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate	137	1.0955886	425.803101	66.070998	2.7099023	1982-1999 –> 2000-2009	2.4397937	1.3442051	643.572066	125.688552	3	32
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	137	1.1126113	432.027644	581.784788	3.5644619	1982-1999 –> 2000-2009	2.4407280	1.3281166	650.351691	666.726741	6	30
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	26	0.3532176	33.669915	445.030041	0.7822329	2000-2009 –> 2010-2019	1.4279263	1.0747087	456.200683	668.446133	1	2
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	26	0.3924438	39.145982	465.177398	1.0597037	2000-2009 –> 2010-2019	1.5050551	1.1126113	471.173625	1046.962186	2	8
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	26	0.4136907	41.887696	459.195153	1.0774029	2000-2009 –> 2010-2019	1.5147867	1.1010960	471.064708	1117.480934	4	8
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	26	0.4099372	41.413734	459.217708	1.0683250	2000-2009 –> 2010-2019	1.5157211	1.1057839	471.754828	1038.393348	3	8
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	26	0.4808134	49.706452	474.683323	1.0586941	2000-2009 –> 2010-2019	1.6035784	1.1227649	484.223260	696.647095	6	13
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	26	0.4449634	43.677115	452.437373	1.0267790	2000-2009 –> 2010-2019	1.6070243	1.1620609	485.619720	921.297639	5	17
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	26	0.5079032	52.556652	316.460562	1.3984582	2000-2009 –> 2010-2019	1.7797165	1.2718133	521.227378	539.491401	7	23
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	26	0.7206677	70.750794	365.307008	1.4744828	2000-2009 –> 2010-2019	1.8159809	1.0953131	498.484992	572.186202	13	15
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate	26	0.7260584	69.138311	206.727259	1.4887629	2000-2009 –> 2010-2019	1.8216470	1.0955886	494.941413	272.798257	14	17
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	26	0.7665534	73.960560	497.704597	2.0402270	2000-2009 –> 2010-2019	1.8896107	1.1230573	508.548695	757.074264	21	29
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	215	1.4923386	796.291670	185.176145	4.6492747	1982-1999 –> 2000-2009	2.5040593	1.0117207	1794.538362	288.448985	6	8
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	215	1.5125486	802.075872	136.875500	5.4480814	1982-1999 –> 2000-2009	2.5546108	1.0420622	1820.652305	284.074382	8	12
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	215	1.5315900	807.455323	176.639463	5.3461860	1982-1999 –> 2000-2009	2.5607406	1.0291506	1817.453902	284.190187	10	13
N_Atlantic	(26.75,27]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	215	1.4397722	780.872075	249.773969	4.9064025	1982-1999 –> 2000-2009	2.5653736	1.1256014	1852.504188	670.714800	3	25
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	215	1.4193905	774.741410	213.141080	5.5903249	1982-1999 –> 2000-2009	2.5667853	1.1473948	1859.566995	286.309638	2	25
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	215	1.5677959	817.501979	135.905547	5.7139514	1982-1999 –> 2000-2009	2.5718668	1.0040709	1810.526780	225.481899	13	14
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + silicate	215	1.5448239	809.154848	19.522776	4.9799650	1982-1999 –> 2000-2009	2.5927168	1.0478929	1829.570150	43.393402	12	17
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	215	1.3699526	759.497323	268.102906	4.3628335	1982-1999 –> 2000-2009	2.5989011	1.2289485	1891.564370	749.212782	1	38
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	215	1.4902352	795.685160	339.668719	6.0981973	1982-1999 –> 2000-2009	2.5995123	1.1092771	1857.266358	481.792856	5	19
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	215	1.5058095	800.155753	307.592042	6.1976249	1982-1999 –> 2000-2009	2.6143324	1.1085228	1861.268952	414.861278	7	19
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	101	1.4686681	378.265483	164.108748	4.5119935	2000-2009 –> 2010-2019	2.8880586	1.4193905	1153.006892	377.249828	4	6
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	101	1.4412580	374.459881	224.065272	4.9487289	2000-2009 –> 2010-2019	2.9314931	1.4902352	1170.145041	563.733992	2	7
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	101	1.4269743	372.447956	201.287800	4.7678096	2000-2009 –> 2010-2019	2.9327838	1.5058095	1172.603708	508.879842	1	8
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	101	1.6052979	396.234066	479.802985	4.8896906	2000-2009 –> 2010-2019	2.9752505	1.3699526	1155.731390	747.905890	16	17
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	101	1.4885466	380.981231	196.362485	4.7556630	2000-2009 –> 2010-2019	2.9808852	1.4923386	1177.272901	381.538630	5	11
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	101	1.4539574	376.231973	198.931571	5.7250329	2000-2009 –> 2010-2019	2.9906361	1.5366787	1185.113605	495.175623	3	14
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	101	1.5132148	384.301340	215.554462	5.2886868	2000-2009 –> 2010-2019	3.0448048	1.5315900	1191.756664	392.193925	7	17
N_Atlantic	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	101	1.5413629	388.024320	146.859245	4.8631794	2000-2009 –> 2010-2019	3.0539115	1.5125486	1190.100192	283.734745	11	19
N_Atlantic	(26.75,27]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	101	1.6191968	397.975488	722.654900	4.5301242	2000-2009 –> 2010-2019	3.0589690	1.4397722	1178.847564	972.428869	18	21
N_Atlantic	(26.75,27]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	101	1.6295213	397.259420	156.280738	4.4486479	2000-2009 –> 2010-2019	3.0721336	1.4426122	1176.978856	176.698952	19	23
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	532	1.3525107	1845.038842	114.205451	6.3029597	1982-1999 –> 2000-2009	2.1087552	0.7562445	2561.000430	242.155539	1	2
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star	532	1.4329961	1906.543157	308.271406	8.0867878	1982-1999 –> 2000-2009	2.2620427	0.8290466	2679.122267	774.113870	2	4
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	532	1.6331176	2045.632807	146.447164	5.0307446	1982-1999 –> 2000-2009	2.5341588	0.9010412	2869.509124	225.968477	4	13
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	532	1.7444856	2115.823764	265.908680	6.4360510	1982-1999 –> 2000-2009	2.5764242	0.8319386	2890.547938	376.816469	11	14
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	532	1.7400150	2113.093510	375.738054	6.0535239	1982-1999 –> 2000-2009	2.5906174	0.8506024	2901.484394	713.255424	10	16
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	532	1.7540097	2121.616910	391.853485	5.7852760	1982-1999 –> 2000-2009	2.5998854	0.8458757	2906.575206	577.988744	12	16
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	532	1.6752900	2072.760010	117.285908	7.1684002	1982-1999 –> 2000-2009	2.6181054	0.9428154	2924.553119	242.801503	8	19
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	532	1.7329717	2108.777875	260.841614	5.2857441	1982-1999 –> 2000-2009	2.6192459	0.8862742	2922.475009	366.048311	9	17
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	532	1.6519452	2057.829126	103.899607	4.9244705	1982-1999 –> 2000-2009	2.6971362	1.0451910	2973.122271	168.523104	6	22
N_Atlantic	(27,27.25]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	532	1.7543882	2119.846477	167.164761	5.8826029	1982-1999 –> 2000-2009	2.7145979	0.9602097	2980.900788	250.144265	13	26
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	290	1.0719178	877.264970	600.513130	4.8177774	2000-2009 –> 2010-2019	2.4244285	1.3525107	2722.303812	714.718581	1	2
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	290	1.1384833	912.208564	596.086161	5.2846704	2000-2009 –> 2010-2019	2.8137733	1.6752900	2984.968574	713.372069	3	10
N_Atlantic	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	290	1.0776918	880.380843	774.250429	3.4013278	2000-2009 –> 2010-2019	2.8177068	1.7400150	2993.474353	1149.988483	2	11
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	290	1.2980989	988.306830	220.949158	3.7751453	2000-2009 –> 2010-2019	3.0310706	1.7329717	3097.084705	481.790772	4	12
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	290	1.4966234	1070.847039	218.705795	3.6620461	2000-2009 –> 2010-2019	3.1297410	1.6331176	3116.479846	365.152959	11	14
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	290	1.2989069	986.667746	103.466827	3.7422800	2000-2009 –> 2010-2019	3.1601066	1.8611996	3169.397756	169.711585	5	20
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	290	1.4730297	1061.630706	241.582362	3.3103893	2000-2009 –> 2010-2019	3.2175153	1.7444856	3177.454471	507.491042	7	17
N_Atlantic	(27,27.25]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	290	1.4124324	1037.266076	604.375231	5.8660491	2000-2009 –> 2010-2019	3.2641060	1.8516737	3216.536336	775.072553	6	20
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + silicate	290	1.5017960	1070.848139	92.989695	3.6553422	2000-2009 –> 2010-2019	3.2840513	1.7822553	3207.462612	135.393068	12	25
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	290	1.5325013	1084.587081	245.430817	3.7140192	2000-2009 –> 2010-2019	3.2865110	1.7540097	3206.203991	637.284302	13	24
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1220	1.9836979	5147.519035	111.694859	6.3429752	1982-1999 –> 2000-2009	3.3220154	1.3383175	7644.949784	504.142384	1	8
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1220	2.2379690	5441.797763	77.082088	10.5022164	1982-1999 –> 2000-2009	3.4353324	1.1973635	7777.633701	153.627745	2	3
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1220	2.3407126	5551.321256	87.103219	8.7839772	1982-1999 –> 2000-2009	3.5532426	1.2125300	7905.433585	225.376199	5	7
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1220	2.3610380	5572.417349	75.593855	8.4766968	1982-1999 –> 2000-2009	3.5783511	1.2173131	7932.246184	153.348042	8	11
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	1220	2.2384037	5440.271667	35.555087	10.6329804	1982-1999 –> 2000-2009	3.5906143	1.3522106	7950.697941	105.442622	3	11
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1220	2.3966226	5608.917593	71.146992	9.7510554	1982-1999 –> 2000-2009	3.6491039	1.2524814	8010.100287	149.181433	10	15
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1220	2.3391712	5549.713950	140.101744	8.6908891	1982-1999 –> 2000-2009	3.7038585	1.3646872	8075.476198	665.029263	4	13
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	1220	2.3440819	5552.830918	65.110145	9.1490073	1982-1999 –> 2000-2009	3.7090647	1.3649828	8076.907595	185.148384	7	17
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	1220	2.3660908	5575.633523	35.343668	8.7989357	1982-1999 –> 2000-2009	3.7562030	1.3901122	8126.198545	97.617386	9	20
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1220	2.3438733	5554.613801	114.822649	9.2906759	1982-1999 –> 2000-2009	3.7638006	1.4199273	8137.991991	516.316300	6	18
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	806	1.6066115	3065.622103	569.167960	9.0418022	2000-2009 –> 2010-2019	3.5903093	1.9836979	8213.141139	680.862819	4	5
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	806	1.5998264	3058.799821	151.141684	9.0592560	2000-2009 –> 2010-2019	3.8377953	2.2379690	8500.597584	228.223772	3	5
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	806	1.6094262	3066.443802	58.474484	8.9484448	2000-2009 –> 2010-2019	3.8478299	2.2384037	8506.715470	94.029570	5	8
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	806	1.5755569	3034.158321	717.094061	9.9604915	2000-2009 –> 2010-2019	3.9147282	2.3391712	8583.872271	857.195805	1	5
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	806	1.5997370	3058.709820	151.570196	9.2433043	2000-2009 –> 2010-2019	3.9607751	2.3610380	8631.127170	227.164051	2	10
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	806	1.6105153	3067.534312	51.659142	9.1185735	2000-2009 –> 2010-2019	3.9766061	2.3660908	8643.167834	87.002810	6	15
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	806	1.6779466	3135.653022	167.816161	8.3402785	2000-2009 –> 2010-2019	4.0186592	2.3407126	8686.974277	254.919380	9	14
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	806	1.6850153	3142.429600	568.735773	8.7230249	2000-2009 –> 2010-2019	4.0288886	2.3438733	8697.043401	683.558423	11	17
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	806	1.6853080	3140.709664	123.290343	8.2530236	2000-2009 –> 2010-2019	4.0293899	2.3440819	8693.540581	188.400488	12	19
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	806	1.6696047	3127.619029	150.605733	8.9149438	2000-2009 –> 2010-2019	4.0662273	2.3966226	8736.536622	221.752726	7	17
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2487	1.1509778	7771.203674	160.733456	7.3142984	1982-1999 –> 2000-2009	2.1791939	1.0282160	13005.127568	312.551264	1	5
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2487	1.2043196	7996.540237	163.328492	7.0220153	1982-1999 –> 2000-2009	2.2073830	1.0030634	13141.106361	314.352557	3	5
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2487	1.1683467	7845.703088	435.422639	8.3781605	1982-1999 –> 2000-2009	2.2237364	1.0553898	13173.741136	880.767512	2	9
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star	2487	1.2088576	8015.247664	665.402472	6.7318795	1982-1999 –> 2000-2009	2.2303953	1.0215377	13225.660831	1300.834873	4	7
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2487	1.2204324	8062.647008	390.707325	8.4844889	1982-1999 –> 2000-2009	2.2532296	1.0327972	13312.610356	804.618844	5	10
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + phosphate + phosphate_star	2487	1.2912945	8343.379448	680.842931	6.4546781	1982-1999 –> 2000-2009	2.2898553	0.9985608	13471.713242	1288.552163	8	9
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2487	1.2708364	8263.945094	67.952820	8.3924533	1982-1999 –> 2000-2009	2.3249899	1.0541535	13587.754348	139.320352	7	13
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2487	1.2920736	8346.379749	66.493961	8.4838998	1982-1999 –> 2000-2009	2.3616577	1.0695841	13722.619698	125.260181	9	19
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2487	1.2230545	8073.322098	347.798131	9.2674853	1982-1999 –> 2000-2009	2.3688716	1.1458171	13697.966087	687.187124	6	30
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	2487	1.3021198	8382.904135	46.575707	8.2774856	1982-1999 –> 2000-2009	2.3859948	1.0838751	13805.032174	97.737064	11	26
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1958	1.1614664	6156.723216	476.747767	6.2195731	2000-2009 –> 2010-2019	2.3298130	1.1683467	14002.426304	912.170406	3	5
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1958	1.1874335	6243.309450	129.821986	6.2916001	2000-2009 –> 2010-2019	2.3384113	1.1509778	14014.513124	290.555442	6	7
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1958	1.1509409	6121.073784	365.817687	5.7660654	2000-2009 –> 2010-2019	2.3713733	1.2204324	14183.720792	756.525012	1	6
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1958	1.1715118	6190.446847	124.264429	5.3729531	2000-2009 –> 2010-2019	2.3758314	1.2043196	14186.987085	287.592921	4	7
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1958	1.1582322	6145.803759	309.244362	6.4429602	2000-2009 –> 2010-2019	2.3812867	1.2230545	14219.125857	657.042493	2	8
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star	1958	1.2338241	6393.386987	592.895577	6.5104662	2000-2009 –> 2010-2019	2.4426818	1.2088576	14408.634650	1258.298048	8	12
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1958	1.1761409	6205.889959	242.932847	6.6701683	2000-2009 –> 2010-2019	2.4684741	1.2923332	14553.268756	570.354587	5	15
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1958	1.2420903	6419.535342	159.927777	6.7387769	2000-2009 –> 2010-2019	2.5129268	1.2708364	14683.480436	227.880596	11	18
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1958	1.2397058	6412.010154	156.765870	6.3768334	2000-2009 –> 2010-2019	2.5317794	1.2920736	14758.389903	223.259830	9	18
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1958	1.2284542	6376.306237	155.007931	6.4650479	2000-2009 –> 2010-2019	2.5397705	1.3113163	14796.216858	220.304365	7	19
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	996	0.3458396	725.459219	50.867440	1.7046607	1982-1999 –> 2000-2009	0.6522401	0.3064006	1057.218252	153.352004	1	4
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	996	0.3590057	799.886744	269.866999	1.7027667	1982-1999 –> 2000-2009	0.6648546	0.3058489	1129.220070	708.075150	3	5
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	996	0.3567663	787.422414	53.593204	1.7078502	1982-1999 –> 2000-2009	0.6671753	0.3104090	1136.676001	159.880676	2	7
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	996	0.3634767	824.541570	361.910882	1.6906587	1982-1999 –> 2000-2009	0.6689402	0.3054635	1152.177942	955.190317	4	5
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate	996	0.3782219	901.755515	19.928943	1.7632248	1982-1999 –> 2000-2009	0.6920330	0.3138110	1263.680835	45.776256	9	15
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	996	0.3680663	849.537249	61.897152	1.8616260	1982-1999 –> 2000-2009	0.6920588	0.3239924	1256.439257	204.831432	5	12
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	996	0.3714908	867.984998	61.264359	1.8530558	1982-1999 –> 2000-2009	0.6973911	0.3259003	1282.789710	203.700945	6	14
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + phosphate	996	0.3730535	874.346798	42.310768	1.7418877	1982-1999 –> 2000-2009	0.7018396	0.3287861	1299.017731	109.482682	7	17
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + phosphate	996	0.3793556	907.717072	857.192906	1.5267941	1982-1999 –> 2000-2009	0.7055422	0.3261867	1321.704149	1674.767023	10	19
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	996	0.3811006	918.859219	52.760155	1.9289411	1982-1999 –> 2000-2009	0.7126123	0.3315117	1356.642422	166.679456	11	24
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	684	0.3494180	516.674600	226.712092	0.9620580	2000-2009 –> 2010-2019	0.6952576	0.3458396	1242.133819	277.579531	1	2
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	684	0.3697605	594.085120	233.554655	1.0638015	2000-2009 –> 2010-2019	0.7265269	0.3567663	1381.507534	287.147859	4	6
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	684	0.3765120	618.838028	398.962817	1.0996452	2000-2009 –> 2010-2019	0.7445783	0.3680663	1468.375277	460.859969	8	11
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + phosphate	684	0.3746456	610.039901	213.420322	1.1001497	2000-2009 –> 2010-2019	0.7476990	0.3730535	1484.386698	255.731090	7	12
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate	684	0.3724419	601.969512	36.882313	1.0591011	2000-2009 –> 2010-2019	0.7506638	0.3782219	1503.725027	56.811256	6	13
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	684	0.3817084	637.589395	413.916330	1.1350268	2000-2009 –> 2010-2019	0.7531992	0.3714908	1505.574393	475.180689	12	16
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	684	0.3771731	619.237982	19.439854	1.1525797	2000-2009 –> 2010-2019	0.7535406	0.3763675	1511.202745	24.895580	9	15
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	684	0.3825111	638.463274	20.696717	1.1960805	2000-2009 –> 2010-2019	0.7641740	0.3816628	1558.259248	26.339304	13	22
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	684	0.3879822	659.891277	303.522117	1.1436694	2000-2009 –> 2010-2019	0.7690828	0.3811006	1578.750496	356.282272	18	26
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + silicate	684	0.3550776	536.654865	51.218617	0.9422426	2000-2009 –> 2010-2019	0.7691094	0.4140318	1618.609987	76.162769	2	18
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	932	0.2560091	119.122406	72.425504	1.3235756	1982-1999 –> 2000-2009	0.5025597	0.2465507	155.473328	114.882841	1	2
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	932	0.2669851	197.373321	564.738186	1.4672173	1982-1999 –> 2000-2009	0.5236070	0.2566219	281.447405	776.459791	2	4
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + silicate	932	0.2796644	281.858236	42.021853	2.1422203	1982-1999 –> 2000-2009	0.5540557	0.2743912	443.738191	80.497110	4	7
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	932	0.2822954	301.311771	182.745479	1.4388109	1982-1999 –> 2000-2009	0.5697489	0.2874536	520.627337	236.722234	6	12
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	932	0.2790570	279.805147	85.976401	1.4414915	1982-1999 –> 2000-2009	0.5736285	0.2945715	528.277566	132.361581	3	10
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + silicate + phosphate	932	0.2814130	293.476169	34.732516	1.5211652	1982-1999 –> 2000-2009	0.5760936	0.2946806	540.389918	72.389958	5	13
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	932	0.2917862	362.949249	171.157821	1.4821654	1982-1999 –> 2000-2009	0.5958476	0.3040615	649.217668	221.967140	8	20
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	932	0.2836256	308.074514	20.982839	1.4793193	1982-1999 –> 2000-2009	0.5968060	0.3131804	627.565846	38.949901	7	22
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + phosphate	932	0.3087778	466.452812	80.395853	2.0853886	1982-1999 –> 2000-2009	0.6068862	0.2981084	727.152218	124.252410	11	20
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	932	0.2989314	408.044945	117.637421	1.5087414	1982-1999 –> 2000-2009	0.6070020	0.3080705	709.927310	163.312615	10	23
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	645	0.2921091	256.920813	136.622665	1.3977872	2000-2009 –> 2010-2019	0.5481182	0.2560091	376.043219	209.048169	1	2
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	645	0.3068443	320.405578	865.159295	1.5224151	2000-2009 –> 2010-2019	0.5738294	0.2669851	517.778899	1429.897481	2	4
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + silicate	645	0.3074775	321.064717	63.270397	1.5028433	2000-2009 –> 2010-2019	0.5871419	0.2796644	602.922953	105.292250	3	7
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	645	0.3373467	442.659800	286.490502	1.7868768	2000-2009 –> 2010-2019	0.6196421	0.2822954	743.971572	469.235981	4	10
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	645	0.3383989	444.677316	32.023611	1.8044445	2000-2009 –> 2010-2019	0.6220245	0.2836256	752.751829	53.006449	5	12
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	645	0.3519070	497.169844	124.264751	1.9647075	2000-2009 –> 2010-2019	0.6309640	0.2790570	776.974991	210.241151	6	9
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + silicate + phosphate	645	0.3566778	512.540912	48.068959	2.0611834	2000-2009 –> 2010-2019	0.6380908	0.2814130	806.017081	82.801474	7	12
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	645	0.3609222	529.800997	285.136982	1.9928111	2000-2009 –> 2010-2019	0.6527084	0.2917862	892.750246	456.294803	8	16
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	645	0.3609872	528.033231	40.704044	1.9843793	2000-2009 –> 2010-2019	0.6566351	0.2956479	913.490524	66.008020	9	18
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	645	0.3679641	554.727616	184.196302	2.0229069	2000-2009 –> 2010-2019	0.6668956	0.2989314	962.772561	301.833723	11	21
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	905	0.1663197	-664.577959	70.727772	1.0217633	1982-1999 –> 2000-2009	0.3489393	0.1826196	-1027.106606	212.258776	1	2
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	905	0.1680911	-645.402184	486.872406	1.0622321	1982-1999 –> 2000-2009	0.3519337	0.1838426	-999.000093	1164.579610	2	4
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + silicate	905	0.1729620	-595.698028	18.994896	1.1835588	1982-1999 –> 2000-2009	0.3568050	0.1838430	-951.292992	63.644249	3	6
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	905	0.1874034	-450.551463	223.967514	1.0150922	1982-1999 –> 2000-2009	0.3998757	0.2124723	-612.498016	711.720403	6	10
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	905	0.1857041	-465.038312	113.921061	1.0863395	1982-1999 –> 2000-2009	0.4163709	0.2306667	-515.051929	309.614162	5	12
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	905	0.1817498	-503.995774	75.975274	1.0838199	1982-1999 –> 2000-2009	0.4200541	0.2383043	-510.424992	239.497815	4	13
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	905	0.1880091	-444.711204	104.304844	1.1117812	1982-1999 –> 2000-2009	0.4215242	0.2335152	-480.303333	274.006645	7	15
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + nitrate	905	0.2087059	-255.682227	49.598146	1.0650719	1982-1999 –> 2000-2009	0.4225637	0.2138579	-408.932123	160.824720	14	19
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	905	0.1888133	-434.984652	118.422249	1.1156301	1982-1999 –> 2000-2009	0.4304715	0.2416581	-422.714408	319.860769	8	19
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	905	0.1899539	-424.084219	75.380294	1.1314168	1982-1999 –> 2000-2009	0.4321750	0.2422211	-408.700392	238.079956	9	22
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	627	0.1531502	-559.576715	209.948250	0.6387573	2000-2009 –> 2010-2019	0.3194699	0.1663197	-1224.154675	280.676022	1	2
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + silicate	627	0.1574087	-527.183732	18.620964	0.6538612	2000-2009 –> 2010-2019	0.3303707	0.1729620	-1122.881760	37.615860	2	4
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate	627	0.1616447	-493.883335	442.819070	0.7076322	2000-2009 –> 2010-2019	0.3354166	0.1737719	-1081.126138	885.829863	3	6
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	627	0.1628766	-484.363418	259.941674	0.7272539	2000-2009 –> 2010-2019	0.3502800	0.1874034	-934.914881	483.909188	4	10
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	627	0.1703801	-425.884621	238.140563	0.7401965	2000-2009 –> 2010-2019	0.3521299	0.1817498	-929.880394	314.115837	6	10
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	627	0.1709325	-421.825415	363.383797	0.7401426	2000-2009 –> 2010-2019	0.3566366	0.1857041	-886.863727	477.304858	7	12
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	627	0.1735766	-404.575912	349.186921	0.7097542	2000-2009 –> 2010-2019	0.3615857	0.1880091	-849.287116	453.491765	9	16
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + silicate + phosphate	627	0.1712857	-421.236812	16.682174	0.7270542	2000-2009 –> 2010-2019	0.3622276	0.1909420	-837.930330	32.723272	8	18
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	627	0.1753019	-390.173420	372.500118	0.7415054	2000-2009 –> 2010-2019	0.3641152	0.1888133	-825.158072	490.922367	10	18
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	627	0.1764988	-381.640326	237.988652	0.7433959	2000-2009 –> 2010-2019	0.3664527	0.1899539	-805.724545	313.368945	11	20
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	476	0.1178272	-671.056932	286.759177	0.4105636	1982-1999 –> 2000-2009	0.2303002	0.1124730	-1225.505723	502.302681	1	2
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	476	0.1179684	-669.916857	376.523133	0.4134644	1982-1999 –> 2000-2009	0.2305266	0.1125582	-1223.803547	652.413182	2	4
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	476	0.1186119	-664.737487	254.715839	0.4194559	1982-1999 –> 2000-2009	0.2314253	0.1128134	-1216.944178	482.784362	3	6
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	476	0.1224971	-634.054204	26.459449	0.4905941	1982-1999 –> 2000-2009	0.2425574	0.1200602	-1140.065001	36.934057	4	8
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	476	0.1290129	-586.716657	114.184122	0.4418648	1982-1999 –> 2000-2009	0.2496714	0.1206585	-1091.039204	270.274949	8	13
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + nitrate	476	0.1233532	-629.424560	5.873625	0.5194954	1982-1999 –> 2000-2009	0.2519030	0.1285499	-1086.739446	11.460334	5	11
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	476	0.1277635	-593.981487	196.793636	0.5459482	1982-1999 –> 2000-2009	0.2577140	0.1299505	-1041.255388	416.417271	6	13
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	476	0.1285720	-589.976057	23.997732	0.5656669	1982-1999 –> 2000-2009	0.2659824	0.1374105	-997.832499	50.692327	7	15
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate	476	0.1331932	-556.358929	51.665525	0.6261213	1982-1999 –> 2000-2009	0.2761971	0.1430038	-934.610282	110.006780	10	19
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	476	0.1329690	-557.963429	4.573980	0.7609571	1982-1999 –> 2000-2009	0.2762636	0.1432947	-934.707332	9.044031	9	19
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	358	0.0822721	-758.409700	486.827515	0.2624920	2000-2009 –> 2010-2019	0.2000993	0.1178272	-1429.466633	773.586692	3	4
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	358	0.0822559	-758.550865	576.696391	0.2616776	2000-2009 –> 2010-2019	0.2002243	0.1179684	-1428.467722	953.219525	2	4
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	358	0.0822124	-758.929246	388.589112	0.2590910	2000-2009 –> 2010-2019	0.2008244	0.1186119	-1423.666733	643.304951	1	4
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	358	0.0860560	-726.213782	20.851929	0.2877933	2000-2009 –> 2010-2019	0.2085532	0.1224971	-1360.267986	47.311379	5	9
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + nitrate	358	0.0884494	-708.572104	3.622600	0.3004032	2000-2009 –> 2010-2019	0.2118026	0.1233532	-1337.996664	9.496225	6	11
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	358	0.0851335	-735.930506	81.116930	0.2552312	2000-2009 –> 2010-2019	0.2141465	0.1290129	-1322.647162	195.301052	4	12
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	358	0.0905579	-689.704177	518.702227	0.3005799	2000-2009 –> 2010-2019	0.2183214	0.1277635	-1283.685663	715.495863	7	13
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	358	0.0915145	-684.180302	15.853587	0.3526483	2000-2009 –> 2010-2019	0.2200865	0.1285720	-1274.156359	39.851319	8	15
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	358	0.0931833	-671.241357	3.035499	0.3963852	2000-2009 –> 2010-2019	0.2261523	0.1329690	-1229.204786	7.609479	9	18
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate	358	0.0937124	-667.187587	32.554476	0.3850941	2000-2009 –> 2010-2019	0.2269057	0.1331932	-1223.546517	84.220001	10	20
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	788	0.1245374	-1032.796063	303.584583	0.3368085	1982-1999 –> 2000-2009	0.2232239	0.0986865	-1877.995817	703.384336	1	2
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	788	0.1245399	-1032.764596	431.580490	0.3388638	1982-1999 –> 2000-2009	0.2236057	0.0990658	-1874.289246	998.252836	2	4
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	788	0.1245688	-1032.399181	306.371690	0.3461186	1982-1999 –> 2000-2009	0.2245645	0.0999958	-1864.973072	788.818657	3	6
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	788	0.1254001	-1021.916351	17.882268	0.4057085	1982-1999 –> 2000-2009	0.2355869	0.1101868	-1761.517232	45.327566	4	9
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	788	0.1484769	-757.697978	85.101552	0.3844558	1982-1999 –> 2000-2009	0.2548941	0.1064172	-1532.646851	211.412306	8	12
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	788	0.1316520	-945.239825	134.212798	0.5626386	1982-1999 –> 2000-2009	0.2579254	0.1262734	-1554.291865	248.861064	5	12
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + nitrate	788	0.1369930	-884.565787	3.738960	0.6813178	1982-1999 –> 2000-2009	0.2593879	0.1223949	-1525.504292	9.462906	6	12
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	788	0.1455633	-788.931896	20.408360	0.8356187	1982-1999 –> 2000-2009	0.2849159	0.1393525	-1305.565683	43.883967	7	15
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	788	0.1487700	-752.590240	946.065475	0.8925491	1982-1999 –> 2000-2009	0.2993946	0.1506246	-1192.707322	1630.721557	9	18
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate	788	0.1533109	-707.205734	77.814009	0.9492774	1982-1999 –> 2000-2009	0.3080022	0.1546913	-1123.800622	149.950033	10	20
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	615	0.0957252	-1126.621947	19.104172	0.2776382	2000-2009 –> 2010-2019	0.2211253	0.1254001	-2148.538297	36.986440	1	5
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	615	0.0985909	-1090.340187	495.833437	0.3031504	2000-2009 –> 2010-2019	0.2231283	0.1245374	-2123.136250	799.418020	2	3
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	615	0.0986227	-1089.943849	634.763982	0.3033079	2000-2009 –> 2010-2019	0.2231626	0.1245399	-2122.708445	1066.344472	3	5
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	615	0.0987190	-1088.742882	497.257463	0.3037063	2000-2009 –> 2010-2019	0.2232878	0.1245688	-2121.142063	803.629153	4	7
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	615	0.1036207	-1029.137481	346.487306	0.4037236	2000-2009 –> 2010-2019	0.2352727	0.1316520	-1974.377306	480.700104	5	10
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + nitrate	615	0.1102490	-954.872681	9.130543	0.4459680	2000-2009 –> 2010-2019	0.2472420	0.1369930	-1839.438468	12.869502	6	12
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	615	0.1122241	-933.032677	385.613736	0.3076545	2000-2009 –> 2010-2019	0.2607010	0.1484769	-1690.730655	470.715288	7	15
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	615	0.1217943	-832.374208	138.353847	0.6716723	2000-2009 –> 2010-2019	0.2673576	0.1455633	-1621.306104	158.762207	8	15
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + phosphate	615	0.1270316	-780.588706	378.264389	0.8009970	2000-2009 –> 2010-2019	0.2803425	0.1533109	-1487.794440	456.078398	11	20
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	615	0.1220085	-828.213456	49.752735	0.6078780	2000-2009 –> 2010-2019	0.2824438	0.1604354	-1461.832206	85.039309	9	20
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1342	0.1201208	-1865.656160	39.680689	1.6002884	1982-1999 –> 2000-2009	0.2236707	0.1035499	-3060.294867	73.384475	1	2
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1342	0.1301227	-1650.989639	391.009285	1.4744130	1982-1999 –> 2000-2009	0.2551235	0.1250008	-2577.537320	744.735518	2	6
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1342	0.1407674	-1439.943109	547.554948	2.1902625	1982-1999 –> 2000-2009	0.2650801	0.1243127	-2374.350725	1170.938743	3	5
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1342	0.1409686	-1436.110344	539.092959	2.1934550	1982-1999 –> 2000-2009	0.2654698	0.1245012	-2368.360817	1153.941726	4	7
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1342	0.1416695	-1422.798193	606.149217	2.2086568	1982-1999 –> 2000-2009	0.2670359	0.1253664	-2345.186246	1273.556877	6	11
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1342	0.1410035	-1437.446295	228.742680	2.1680472	1982-1999 –> 2000-2009	0.2702093	0.1292058	-2318.878805	410.046715	5	11
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + silicate	1342	0.1461336	-1341.528717	38.436244	0.6091662	1982-1999 –> 2000-2009	0.2973233	0.1511897	-1999.209228	71.112631	7	16
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1342	0.1486094	-1296.437151	351.690829	1.6560935	1982-1999 –> 2000-2009	0.2986266	0.1500171	-1965.204794	669.024241	8	16
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + nitrate	1342	0.1709153	-921.088501	29.434011	2.1491773	1982-1999 –> 2000-2009	0.3144677	0.1435524	-1652.582386	46.933742	9	16
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	1342	0.1934205	-589.082293	538.299866	4.1572418	1982-1999 –> 2000-2009	0.3576094	0.1641889	-1129.308416	1028.375240	10	20
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1183	0.0699534	-2922.177792	116.866628	0.3405123	2000-2009 –> 2010-2019	0.1900741	0.1201208	-4787.833952	156.547316	3	4
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1183	0.0666292	-3037.366826	852.855829	0.2676012	2000-2009 –> 2010-2019	0.2073967	0.1407674	-4477.309935	1400.410776	1	3
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1183	0.0666904	-3035.197520	853.059006	0.2678545	2000-2009 –> 2010-2019	0.2076590	0.1409686	-4471.307864	1392.151965	2	5
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1183	0.0801327	-2602.744535	649.593874	0.3368134	2000-2009 –> 2010-2019	0.2211362	0.1410035	-4040.190830	878.336554	4	8
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1183	0.1167661	-1711.971687	803.784918	0.5284600	2000-2009 –> 2010-2019	0.2653755	0.1486094	-3008.408838	1155.475747	18	24
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + silicate	1183	0.1327938	-1407.645044	67.102851	0.6095231	2000-2009 –> 2010-2019	0.2789274	0.1461336	-2749.173760	105.539095	25	30
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + nitrate	1183	0.1191010	-1665.127457	114.369566	0.2647986	2000-2009 –> 2010-2019	0.2900163	0.1709153	-2586.215958	143.803577	19	26
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1183	0.0955262	-2184.999418	129.996103	0.3591277	2000-2009 –> 2010-2019	0.3489451	0.2534189	-2046.925912	176.425713	5	14
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1183	0.1062246	-1933.835993	134.696421	0.4208651	2000-2009 –> 2010-2019	0.3609040	0.2546794	-1782.445543	188.732635	9	19
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1183	0.1060729	-1937.216642	51.454963	0.4205733	2000-2009 –> 2010-2019	0.3613459	0.2552730	-1779.578021	80.107410	7	18
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	62	0.0637498	-153.397574	382.553591	0.1815921	1982-1999 –> 2000-2009	0.1527623	0.0890125	-219.400647	800.971251	1	4
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	62	0.0995331	-98.152434	531.325629	0.2279891	1982-1999 –> 2000-2009	0.1768793	0.0773462	-175.113422	928.593227	2	3
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + silicate	62	0.1131300	-82.274595	72.551896	0.2783985	1982-1999 –> 2000-2009	0.1977562	0.0846262	-152.219290	214.242580	3	5
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	62	0.1234766	-71.422914	122.747945	0.3481111	1982-1999 –> 2000-2009	0.2912323	0.1677557	-87.994939	264.903980	4	11
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + silicate + phosphate_star	62	0.1413269	-56.679870	86.878914	0.3617013	1982-1999 –> 2000-2009	0.3217293	0.1804024	-69.582772	171.226148	5	14
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + silicate + phosphate	62	0.2212339	0.890095	89.614809	0.5618312	1982-1999 –> 2000-2009	0.3417707	0.1205368	-41.465132	230.504247	8	12
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + nitrate + silicate	62	0.2159075	-2.131864	308.080884	0.6179115	1982-1999 –> 2000-2009	0.3956174	0.1797099	-13.334731	1238.051477	7	15
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + aou + nitrate	62	0.1894493	-20.342220	25.559810	0.4970564	1982-1999 –> 2000-2009	0.4306659	0.2412166	-10.585707	110.631026	6	24
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + phosphate	62	0.2952507	36.677011	252.702345	0.6632535	1982-1999 –> 2000-2009	0.4521123	0.1568615	14.867658	530.755542	14	19
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + nitrate + phosphate_star	62	0.2690061	23.133734	460.709261	0.6001798	1982-1999 –> 2000-2009	0.4556482	0.1866422	12.883102	764.459381	10	20
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + aou + nitrate	41	0.0329126	-153.586865	886.066494	0.0923283	2000-2009 –> 2010-2019	0.2223619	0.1894493	-173.929085	911.626304	17	18
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + temp + nitrate	41	0.0352002	-148.076799	110.245061	0.1024509	2000-2009 –> 2010-2019	0.2905118	0.2553117	-131.421934	129.435861	21	23
N_Atlantic	(28.2, Inf]	2	cstar_tref ~ sal + nitrate	41	0.0356199	-149.104737	92.543161	0.1053556	2000-2009 –> 2010-2019	0.3124335	0.2768136	-124.423334	93.608590	23	26
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ temp + silicate + phosphate_star	41	0.0108213	-244.798339	49.231429	0.0399792	2000-2009 –> 2010-2019	0.3326128	0.3217915	-199.447541	419.520363	4	9
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + temp + phosphate	41	0.0329024	-153.612179	39.445508	0.0999541	2000-2009 –> 2010-2019	0.3367939	0.3038915	-115.358300	56.644122	16	20
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + aou + phosphate	41	0.0330984	-153.125266	325.172044	0.1017247	2000-2009 –> 2010-2019	0.3613258	0.3282274	-105.318920	352.852426	18	24
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ sal + temp + phosphate_star	41	0.0353256	-147.785133	245.547960	0.1001342	2000-2009 –> 2010-2019	0.4138223	0.3784967	-82.308690	260.843961	22	29
N_Atlantic	(28.2, Inf]	3	cstar_tref ~ aou + silicate + phosphate_star	41	0.0107445	-245.382408	201.131027	0.0385526	2000-2009 –> 2010-2019	0.5281167	0.5173722	-141.149132	320.977568	3	12
N_Atlantic	(28.2, Inf]	2	cstar_tref ~ sal + phosphate	41	0.0331130	-155.089002	29.972165	0.1015884	2000-2009 –> 2010-2019	0.5341873	0.5010742	-56.824749	31.011519	19	27
N_Atlantic	(28.2, Inf]	2	cstar_tref ~ silicate + phosphate_star	41	0.0108283	-246.745509	34.096019	0.0398845	2000-2009 –> 2010-2019	0.6579277	0.6470994	-116.768796	86.064164	5	16
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	47	1.8782716	206.633309	312.589684	5.4660235	1982-1999 –> 2000-2009	2.1743607	0.2960891	232.340249	1215.986227	1	2
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	47	1.9028663	207.856189	453.431659	5.6880022	1982-1999 –> 2000-2009	2.2144403	0.3115739	236.519744	880.934374	2	4
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	47	1.9515341	210.230105	227.304327	5.5389643	1982-1999 –> 2000-2009	2.2691946	0.3176606	240.015769	1186.865108	4	7
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	47	1.9759358	211.398182	194.059624	5.4500098	1982-1999 –> 2000-2009	2.3025587	0.3266229	242.797571	1105.385144	8	12
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	47	1.9724425	209.231851	69.114350	5.3564476	1982-1999 –> 2000-2009	2.3163453	0.3439027	241.621290	231.252701	6	11
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	47	1.9635409	208.806670	96.172379	5.6934119	1982-1999 –> 2000-2009	2.3192339	0.3556930	243.151237	275.088867	5	11
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	47	1.9928456	212.199199	231.493222	5.5073748	1982-1999 –> 2000-2009	2.3595576	0.3667119	250.313271	1159.474312	9	16
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	47	2.0206421	211.501266	39.146803	5.8612701	1982-1999 –> 2000-2009	2.3919440	0.3713018	248.336779	156.771295	10	18
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	47	1.9412326	209.732596	504.652697	6.0070907	1982-1999 –> 2000-2009	2.4300476	0.4888150	264.516303	1165.315139	3	12
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + phosphate	47	1.9732631	209.270948	85.551487	5.9968093	1982-1999 –> 2000-2009	2.4813064	0.5080433	264.292449	191.223095	7	18
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	108	1.1231057	345.567851	114.399458	3.8196395	2000-2009 –> 2010-2019	3.0746398	1.9515341	555.797956	341.703786	1	5
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	108	1.1313323	347.144247	104.844317	3.6296805	2000-2009 –> 2010-2019	3.1072681	1.9759358	558.542430	298.903940	3	11
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	108	1.1724623	354.857638	924.461870	3.8509649	2000-2009 –> 2010-2019	3.1136949	1.9412326	564.590233	1429.114568	10	13
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	108	1.1340754	347.667337	115.368529	3.6502659	2000-2009 –> 2010-2019	3.1269210	1.9928456	559.866537	346.861751	5	14
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	108	1.2380834	366.620669	923.257357	2.7906755	2000-2009 –> 2010-2019	3.1409498	1.9028663	574.476859	1376.689015	12	14
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	108	1.2820352	374.155661	670.468196	2.6646880	2000-2009 –> 2010-2019	3.1603068	1.8782716	580.788970	983.057879	15	16
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + phosphate	108	1.1905930	356.172241	853.206608	3.6625815	2000-2009 –> 2010-2019	3.1638561	1.9732631	565.443189	938.758095	11	18
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	108	1.1664611	353.749202	125.478567	3.3644525	2000-2009 –> 2010-2019	3.2108193	2.0443582	568.347313	271.196471	8	19
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	108	1.2738150	370.766259	861.579263	2.9687624	2000-2009 –> 2010-2019	3.2373560	1.9635409	579.572930	957.751642	14	19
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	108	1.2842044	372.520838	93.960215	2.7076018	2000-2009 –> 2010-2019	3.3048466	2.0206421	584.022103	133.107018	16	26
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	230	1.1373595	725.918016	118.996216	4.1006365	1982-1999 –> 2000-2009	2.0050701	0.8677107	1130.692734	201.392994	1	2
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	230	1.1409993	727.387769	75.338009	4.0957005	1982-1999 –> 2000-2009	2.0276806	0.8866813	1138.780460	164.689030	2	5
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	230	1.1575813	734.024782	70.463465	4.1028956	1982-1999 –> 2000-2009	2.0433138	0.8857325	1145.089836	212.711399	3	5
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	230	1.1750752	738.924525	53.087840	3.8976932	1982-1999 –> 2000-2009	2.0622523	0.8871771	1148.488242	71.926807	4	8
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	230	1.3179360	793.702491	142.843046	5.1400833	1982-1999 –> 2000-2009	2.2603271	0.9423911	1223.741194	364.563197	6	11
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	230	1.2691828	776.363402	110.838155	6.3498448	1982-1999 –> 2000-2009	2.2662254	0.9970426	1223.652285	191.153720	5	11
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	230	1.3277394	797.111510	113.046072	6.3721881	1982-1999 –> 2000-2009	2.3639433	1.0362039	1256.189281	194.598862	7	15
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	230	1.4206243	828.216068	103.432071	6.7591452	1982-1999 –> 2000-2009	2.5162294	1.0956051	1304.351149	194.895397	8	17
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	230	1.7091707	911.275531	53.830861	5.8677093	1982-1999 –> 2000-2009	2.7335544	1.0243837	1364.842608	75.306043	9	16
N_Pacific	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	230	1.7290522	918.595490	446.547262	7.0452118	1982-1999 –> 2000-2009	2.9356487	1.2065964	1424.258565	1098.810950	10	22
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	429	0.7530566	988.107643	65.946930	4.3897277	2000-2009 –> 2010-2019	1.8904160	1.1373595	1714.025660	184.943146	1	2
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	429	0.7563926	991.900155	55.364570	4.6536902	2000-2009 –> 2010-2019	1.8973919	1.1409993	1719.287924	130.702579	2	4
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	429	0.7585935	994.393108	101.256925	4.7217120	2000-2009 –> 2010-2019	1.9161748	1.1575813	1728.417889	171.720391	3	6
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	429	0.7640194	998.508128	23.198382	4.9080463	2000-2009 –> 2010-2019	1.9390946	1.1750752	1737.432653	76.286222	4	8
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	429	0.8189127	1060.039873	156.708628	5.3196573	2000-2009 –> 2010-2019	2.1368487	1.3179360	1853.742364	299.551674	5	11
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	429	0.8922273	1133.607763	88.650256	6.5078538	2000-2009 –> 2010-2019	2.1614101	1.2691828	1909.971165	199.488411	6	11
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	429	0.9536919	1190.767541	82.893822	7.0514876	2000-2009 –> 2010-2019	2.2814313	1.3277394	1987.879051	195.939894	7	14
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	429	1.0182964	1247.005658	86.940034	7.5644273	2000-2009 –> 2010-2019	2.4389206	1.4206243	2075.221726	190.372105	8	16
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	429	1.1846566	1374.839877	23.794555	7.3034471	2000-2009 –> 2010-2019	2.8938273	1.7091707	2286.115408	77.625416	9	18
N_Pacific	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	429	1.2057951	1392.014681	587.738865	7.1039538	2000-2009 –> 2010-2019	2.9348473	1.7290522	2310.610172	1034.286128	10	20
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	341	0.8329312	857.043581	38.626937	7.9074081	1982-1999 –> 2000-2009	1.4784798	0.6455486	1249.819092	181.316037	1	2
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	341	0.8393534	862.281868	37.630861	8.1029133	1982-1999 –> 2000-2009	1.4921781	0.6528247	1259.383732	170.589211	2	5
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	341	0.9079563	915.862819	55.762162	7.8676777	1982-1999 –> 2000-2009	1.5546960	0.6467397	1309.349877	99.851957	4	6
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	341	0.9310678	931.005451	12.391001	7.8271890	1982-1999 –> 2000-2009	1.5951406	0.6640728	1332.701427	23.375106	5	9
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	341	0.9070241	915.162248	138.955883	9.9408346	1982-1999 –> 2000-2009	1.6294392	0.7224151	1351.362566	300.768893	3	8
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	341	1.0726532	1029.548314	62.090285	9.1845369	1982-1999 –> 2000-2009	1.8399604	0.7673072	1489.019529	109.964112	6	12
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	341	1.0958971	1044.169053	55.876935	9.6960563	1982-1999 –> 2000-2009	1.8853703	0.7894732	1514.633024	99.338545	7	15
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	341	1.1282382	1062.004381	12.766464	9.3700384	1982-1999 –> 2000-2009	1.9143653	0.7861270	1528.828812	24.359371	8	15
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	341	1.1519749	1076.203939	12.312792	9.9927189	1982-1999 –> 2000-2009	1.9660523	0.8140773	1556.514053	21.791808	9	18
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	341	1.1694342	1088.462758	150.472376	11.5046418	1982-1999 –> 2000-2009	1.9913942	0.8219600	1574.492496	233.727777	10	20
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	627	1.0374039	1839.397457	38.517036	5.1389217	2000-2009 –> 2010-2019	1.8703351	0.8329312	2696.441038	77.143973	1	2
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	627	1.0555968	1861.198191	37.803642	5.2479288	2000-2009 –> 2010-2019	1.8949502	0.8393534	2723.480058	75.434503	2	4
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	627	1.1184223	1933.695441	51.844331	5.1448055	2000-2009 –> 2010-2019	2.0263786	0.9079563	2849.558260	107.606493	3	7
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	627	1.1193398	1932.723641	12.489599	5.1537951	2000-2009 –> 2010-2019	2.0504075	0.9310678	2863.729092	24.880600	4	9
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	627	1.2192114	2041.897045	77.869546	6.3890299	2000-2009 –> 2010-2019	2.1262355	0.9070241	2957.059293	216.825429	5	8
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	627	1.3991675	2214.539161	59.092421	6.0958144	2000-2009 –> 2010-2019	2.4718207	1.0726532	3244.087475	121.182706	6	12
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	627	1.4024633	2215.489541	11.252672	6.1315906	2000-2009 –> 2010-2019	2.5307015	1.1282382	3277.493922	24.019136	7	15
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	627	1.4521737	2261.168129	55.649142	6.5331005	2000-2009 –> 2010-2019	2.5480708	1.0958971	3305.337182	111.526077	8	15
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	627	1.4541798	2260.899269	12.102281	6.5691626	2000-2009 –> 2010-2019	2.6061548	1.1519749	3337.103208	24.415073	9	18
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	627	1.5937499	2377.825332	80.514020	7.7227802	2000-2009 –> 2010-2019	2.7631841	1.1694342	3466.288089	230.986397	10	20
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	596	0.8718191	1541.864064	121.951206	7.5230241	1982-1999 –> 2000-2009	1.6148834	0.7430643	2235.775397	237.558524	1	3
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	596	0.8779407	1550.204713	114.160904	7.3261519	1982-1999 –> 2000-2009	1.6191945	0.7412538	2242.637630	222.594942	2	3
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	596	0.9479470	1641.654307	93.968553	7.8931888	1982-1999 –> 2000-2009	1.7162514	0.7683044	2355.808107	189.138587	5	9
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	596	0.9519260	1646.647322	87.437487	7.9749914	1982-1999 –> 2000-2009	1.7206080	0.7686820	2361.098869	186.505546	6	11
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	596	0.9554207	1651.015367	88.358011	7.5221829	1982-1999 –> 2000-2009	1.7211576	0.7657369	2363.140644	175.949505	7	10
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	596	0.9282025	1616.564329	49.597245	9.0805433	1982-1999 –> 2000-2009	1.7331886	0.8049861	2358.981359	98.401162	3	15
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	596	0.9335452	1623.405730	43.274182	8.8995098	1982-1999 –> 2000-2009	1.7362698	0.8027247	2364.117926	98.318892	4	12
N_Pacific	(26.75,27]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	596	0.9579494	1652.166013	30.882052	8.4900830	1982-1999 –> 2000-2009	1.7635383	0.8055889	2393.036653	77.458409	8	21
N_Pacific	(26.75,27]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	596	0.9922188	1694.063292	76.734841	7.7838010	1982-1999 –> 2000-2009	1.7662456	0.7740268	2410.713904	171.843618	10	17
N_Pacific	(26.75,27]	4	cstar_tref ~ sal + temp + aou + phosphate_star	596	0.9941895	1696.428393	76.029044	7.8465347	1982-1999 –> 2000-2009	1.7675295	0.7733400	2412.541013	171.930141	11	17
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	693	0.7670898	1613.148972	220.504255	4.5515308	2000-2009 –> 2010-2019	1.6389089	0.8718191	3155.013036	342.455461	1	2
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	693	0.7813998	1638.766559	208.953350	4.6396658	2000-2009 –> 2010-2019	1.6593406	0.8779407	3188.971271	323.114254	2	4
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	693	0.7836373	1642.729487	56.116057	3.3448478	2000-2009 –> 2010-2019	1.7118398	0.9282025	3259.293816	105.713303	3	6
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	693	0.7980586	1668.004243	50.653714	3.4236566	2000-2009 –> 2010-2019	1.7316037	0.9335452	3291.409974	93.927896	4	8
N_Pacific	(26.75,27]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	693	0.8089643	1684.816074	24.457034	4.2455234	2000-2009 –> 2010-2019	1.7669137	0.9579494	3336.982087	55.339086	5	13
N_Pacific	(26.75,27]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	693	0.8226631	1708.089734	25.094427	4.2718300	2000-2009 –> 2010-2019	1.7866748	0.9640117	3367.775516	55.108410	6	15
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	693	0.8846144	1810.720379	150.010891	7.7437509	2000-2009 –> 2010-2019	1.8325613	0.9479470	3452.374686	243.979444	7	12
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	693	0.8940169	1825.374433	141.019568	7.7837650	2000-2009 –> 2010-2019	1.8459429	0.9519260	3472.021755	228.457056	8	14
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	693	0.9007314	1835.744997	162.522942	5.2253168	2000-2009 –> 2010-2019	1.8561521	0.9554207	3486.760363	250.880953	9	16
N_Pacific	(26.75,27]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	693	0.9167628	1858.196391	89.940714	7.9437793	2000-2009 –> 2010-2019	1.9089816	0.9922188	3552.259683	166.675556	10	20
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	931	0.6629891	1890.787630	150.667095	2.8984639	1982-1999 –> 2000-2009	1.1933022	0.5303131	2658.052417	367.933770	3	4
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	931	0.6470247	1845.403174	185.155272	3.7713289	1982-1999 –> 2000-2009	1.1985984	0.5515737	2650.403576	434.472480	2	8
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	931	0.6464122	1843.639511	200.557652	3.8799292	1982-1999 –> 2000-2009	1.2062355	0.5598233	2662.891778	469.435531	1	9
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	931	0.7322551	2075.815373	133.326351	3.3288179	1982-1999 –> 2000-2009	1.2716340	0.5393789	2859.352841	326.336811	6	8
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	931	0.7285602	2066.396014	66.027537	4.4444615	1982-1999 –> 2000-2009	1.2733288	0.5447686	2859.478669	169.940302	4	8
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	931	0.7393519	2091.774430	58.448801	3.0725449	1982-1999 –> 2000-2009	1.2788223	0.5394704	2873.474761	178.639812	7	10
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	931	0.7298343	2069.649361	76.028916	4.5860657	1982-1999 –> 2000-2009	1.2803111	0.5504769	2872.738794	205.260366	5	10
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	931	0.7430243	2101.000261	22.514765	4.1628476	1982-1999 –> 2000-2009	1.2948836	0.5518592	2904.497447	70.515500	8	15
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	931	0.7456062	2107.459135	32.834938	4.2947648	1982-1999 –> 2000-2009	1.3054381	0.5598319	2924.726139	106.063554	9	18
N_Pacific	(27,27.25]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	931	0.7933570	2225.044148	552.590187	2.8143043	1982-1999 –> 2000-2009	1.4096952	0.6163382	3136.624126	1162.277133	17	27
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	923	0.5454920	1514.560526	815.887981	2.5150025	2000-2009 –> 2010-2019	1.1919041	0.6464122	3358.200036	1016.445632	1	2
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	923	0.5487089	1525.414788	773.337248	2.5308946	2000-2009 –> 2010-2019	1.1957336	0.6470247	3370.817962	958.492521	2	4
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	923	0.5911442	1662.926957	495.885903	2.5876419	2000-2009 –> 2010-2019	1.2541333	0.6629891	3553.714587	646.552999	7	10
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	923	0.5848100	1643.040128	145.750364	3.4205465	2000-2009 –> 2010-2019	1.3133702	0.7285602	3709.436141	211.777900	4	8
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	923	0.5845005	1642.062733	157.456741	3.4206350	2000-2009 –> 2010-2019	1.3143347	0.7298343	3711.712094	233.485657	3	8
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	923	0.5854152	1642.949389	21.102335	3.4661093	2000-2009 –> 2010-2019	1.3284395	0.7430243	3743.949650	43.617100	5	13
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	923	0.5855604	1643.407302	27.704759	3.4809874	2000-2009 –> 2010-2019	1.3311666	0.7456062	3750.866437	60.539697	6	15
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	923	0.6093778	1719.005647	222.791067	3.3734539	2000-2009 –> 2010-2019	1.3416329	0.7322551	3794.821020	356.117417	8	14
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	923	0.6099395	1718.706365	36.249351	3.3281369	2000-2009 –> 2010-2019	1.3492914	0.7393519	3810.480795	94.698152	9	16
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	923	0.6453626	1824.917926	94.687767	4.7858573	2000-2009 –> 2010-2019	1.4297290	0.7843664	4028.740692	177.146266	10	26
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1072	0.2491093	76.336849	44.386606	1.0759773	1982-1999 –> 2000-2009	0.4529365	0.2038272	-74.688556	88.830833	1	2
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1072	0.2782200	313.292312	117.497271	0.9029382	1982-1999 –> 2000-2009	0.4888559	0.2106360	193.876978	215.099349	2	8
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1072	0.2951415	439.880174	67.024649	1.2102349	1982-1999 –> 2000-2009	0.5002251	0.2050836	294.766141	128.943778	4	6
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1072	0.2953736	441.565651	76.038826	1.1932796	1982-1999 –> 2000-2009	0.5005385	0.2051649	296.832963	143.241306	5	8
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1072	0.2963291	448.490262	55.992690	1.1301051	1982-1999 –> 2000-2009	0.5044145	0.2080853	317.354717	113.941514	8	12
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1072	0.2924972	420.584577	36.498272	0.9681108	1982-1999 –> 2000-2009	0.5088517	0.2163545	326.938120	68.334827	3	11
N_Pacific	(27.25,27.5]	4	cstar_tref ~ sal + aou + silicate + phosphate	1072	0.2989414	465.307579	23.398691	1.2305449	1982-1999 –> 2000-2009	0.5116694	0.2127280	353.399887	56.663029	10	17
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1072	0.2960408	446.402997	36.594085	0.9663785	1982-1999 –> 2000-2009	0.5136081	0.2175673	358.134086	68.367992	6	15
N_Pacific	(27.25,27.5]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	1072	0.2960934	444.783904	7.039517	1.1284841	1982-1999 –> 2000-2009	0.5323180	0.2362247	433.663694	18.489896	7	17
N_Pacific	(27.25,27.5]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	1072	0.2975526	455.323727	7.743713	1.0863002	1982-1999 –> 2000-2009	0.5372940	0.2397414	458.419646	19.788793	9	20
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1159	0.1852711	-604.898387	98.413577	2.0707270	2000-2009 –> 2010-2019	0.4343804	0.2491093	-528.561538	142.800182	1	2
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1159	0.2143578	-266.871994	125.934389	0.7618187	2000-2009 –> 2010-2019	0.4925778	0.2782200	46.420318	243.431660	2	4
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1159	0.2285022	-118.754344	33.425207	0.9350596	2000-2009 –> 2010-2019	0.5209994	0.2924972	301.830234	69.923479	3	6
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1159	0.2353379	-50.427073	33.552011	1.1330167	2000-2009 –> 2010-2019	0.5313787	0.2960408	395.975924	70.146096	4	10
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1159	0.2354816	-49.012724	79.993193	0.9668452	2000-2009 –> 2010-2019	0.5318107	0.2963291	399.477538	135.985882	5	13
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1159	0.2364952	-39.056188	72.076580	0.9903341	2000-2009 –> 2010-2019	0.5318688	0.2953736	402.509462	148.115406	6	11
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1159	0.2373422	-30.768830	60.339020	1.0100573	2000-2009 –> 2010-2019	0.5324837	0.2951415	409.111344	127.363669	7	11
N_Pacific	(27.25,27.5]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	1159	0.2374118	-32.089717	13.242408	1.0165133	2000-2009 –> 2010-2019	0.5335052	0.2960934	412.694187	20.281925	8	15
N_Pacific	(27.25,27.5]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	1159	0.2376212	-30.045786	8.198122	1.0697772	2000-2009 –> 2010-2019	0.5351738	0.2975526	425.277941	15.941835	9	18
N_Pacific	(27.25,27.5]	4	cstar_tref ~ sal + aou + silicate + phosphate	1159	0.2472307	61.849088	40.652033	1.0338123	2000-2009 –> 2010-2019	0.5461721	0.2989414	527.156667	64.050723	10	20
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1105	0.1641357	-843.752211	37.461557	1.2626790	1982-1999 –> 2000-2009	0.3711970	0.2070613	-958.444458	58.009971	3	5
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1105	0.1641816	-843.134255	28.200135	1.2605826	1982-1999 –> 2000-2009	0.3712542	0.2070726	-957.781459	48.780717	5	8
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1105	0.1640508	-844.895419	45.928400	1.2665458	1982-1999 –> 2000-2009	0.3714349	0.2073841	-958.301165	66.647006	2	6
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1105	0.1641522	-843.529770	470.265234	1.2605910	1982-1999 –> 2000-2009	0.3719059	0.2077537	-955.464641	752.744254	4	9
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1105	0.1741828	-712.452876	110.748714	1.2272232	1982-1999 –> 2000-2009	0.3886660	0.2144833	-798.056023	166.374652	9	16
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1105	0.1639145	-846.733126	28.781538	1.2850907	1982-1999 –> 2000-2009	0.3897774	0.2258629	-889.635104	47.726337	1	9
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1105	0.1649601	-832.679901	27.119988	1.2974144	1982-1999 –> 2000-2009	0.3941809	0.2292208	-863.392003	45.465625	7	16
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1105	0.2148029	-249.202106	34.548326	1.4828047	1982-1999 –> 2000-2009	0.4199715	0.2051686	-371.479529	70.392235	12	13
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + aou + silicate + phosphate	1105	0.1853264	-577.403358	45.637854	0.9228731	1982-1999 –> 2000-2009	0.4363198	0.2509934	-535.163582	66.051902	10	21
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1105	0.1892343	-529.286288	29.552434	1.3095804	1982-1999 –> 2000-2009	0.4369747	0.2477404	-495.821966	50.089792	11	21
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1253	0.1595658	-1029.398593	30.598632	0.6682340	2000-2009 –> 2010-2019	0.3234803	0.1639145	-1876.131719	59.380170	2	3
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1253	0.1606104	-1013.047686	32.047021	0.6664468	2000-2009 –> 2010-2019	0.3255705	0.1649601	-1845.727587	59.167010	3	9
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1253	0.1621862	-988.579343	111.919228	0.6651386	2000-2009 –> 2010-2019	0.3262370	0.1640508	-1833.474762	157.847628	4	6
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1253	0.1623782	-985.614580	81.243102	0.6649599	2000-2009 –> 2010-2019	0.3265139	0.1641357	-1829.366792	118.704659	5	8
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1253	0.1626421	-981.545805	49.952942	0.6644628	2000-2009 –> 2010-2019	0.3268237	0.1641816	-1824.680060	78.153077	6	10
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1253	0.1583691	-1048.263510	113.008638	0.6712033	2000-2009 –> 2010-2019	0.3325519	0.1741828	-1760.716386	223.757352	1	9
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	1253	0.1698028	-875.572173	14.524723	0.6632510	2000-2009 –> 2010-2019	0.3350574	0.1652546	-1706.309998	30.473660	9	16
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	1253	0.1784735	-750.767820	24.232548	0.6560393	2000-2009 –> 2010-2019	0.3429190	0.1644455	-1592.352424	47.308681	11	16
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1253	0.1664789	-923.114430	37.256579	0.7877192	2000-2009 –> 2010-2019	0.3557132	0.1892343	-1452.400718	66.809013	7	17
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1253	0.1675915	-906.422224	72.788471	0.9957807	2000-2009 –> 2010-2019	0.3823944	0.2148029	-1155.624330	107.336797	8	19
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	332	0.0591894	-920.961137	139.195847	0.2099401	1982-1999 –> 2000-2009	0.1136490	0.0544596	-1378.230399	302.402317	1	2
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	332	0.0595743	-916.657872	110.855583	0.2095236	1982-1999 –> 2000-2009	0.1142433	0.0546690	-1372.714141	238.566971	2	4
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	332	0.0610396	-900.522839	296.744711	0.2077306	1982-1999 –> 2000-2009	0.1166040	0.0555644	-1351.445358	481.417382	3	6
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	332	0.0621532	-888.518250	75.280463	0.2267171	1982-1999 –> 2000-2009	0.1225372	0.0603840	-1313.155548	140.818651	4	8
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	332	0.0623786	-886.114432	52.600298	0.2258915	1982-1999 –> 2000-2009	0.1229234	0.0605447	-1309.911712	98.990183	5	10
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	332	0.0631651	-877.795342	401.015111	0.2230448	1982-1999 –> 2000-2009	0.1242380	0.0610729	-1298.847979	658.697620	6	12
N_Pacific	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	332	0.0748864	-766.768989	18.535078	0.2198844	1982-1999 –> 2000-2009	0.1375325	0.0626461	-1181.784660	29.648632	7	14
N_Pacific	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	332	0.0757739	-758.945971	15.825975	0.2235465	1982-1999 –> 2000-2009	0.1390191	0.0632453	-1170.953667	25.109141	8	16
N_Pacific	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + phosphate	332	0.0785287	-735.234279	74.822446	0.2345206	1982-1999 –> 2000-2009	0.1437322	0.0652035	-1137.606196	108.129913	9	18
N_Pacific	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	332	0.0846790	-685.166363	707.441716	0.2569164	1982-1999 –> 2000-2009	0.1551800	0.0705010	-1062.854216	950.771374	10	20
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	367	0.0587343	-1025.192501	205.919945	0.2360943	2000-2009 –> 2010-2019	0.1179237	0.0591894	-1946.153638	345.115792	1	2
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	367	0.0588264	-1024.042319	165.137004	0.2346374	2000-2009 –> 2010-2019	0.1184006	0.0595743	-1940.700191	275.992587	2	4
N_Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	367	0.0593284	-1017.805381	529.287332	0.2285680	2000-2009 –> 2010-2019	0.1203680	0.0610396	-1918.328220	826.032043	3	6
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	367	0.0736379	-859.208066	99.387277	0.3275738	2000-2009 –> 2010-2019	0.1357911	0.0621532	-1747.726317	174.667739	4	8
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	367	0.0736551	-859.036992	68.480623	0.3261583	2000-2009 –> 2010-2019	0.1360337	0.0623786	-1745.151424	121.080921	5	10
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	367	0.0737803	-857.789780	520.337973	0.3213924	2000-2009 –> 2010-2019	0.1369454	0.0631651	-1735.585122	921.353084	6	12
N_Pacific	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	367	0.0927167	-692.102461	29.422487	0.3706135	2000-2009 –> 2010-2019	0.1676031	0.0748864	-1458.871449	47.957564	18	25
N_Pacific	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	367	0.0937331	-684.100258	26.075370	0.3705586	2000-2009 –> 2010-2019	0.1695070	0.0757739	-1443.046229	41.901345	19	27
N_Pacific	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + phosphate	367	0.0970181	-658.816566	128.137781	0.3688863	2000-2009 –> 2010-2019	0.1755468	0.0785287	-1394.050844	202.960227	20	29
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	367	0.0833910	-767.912444	53.454790	0.3000655	2000-2009 –> 2010-2019	0.1774011	0.0940101	-1381.667933	87.475515	10	20
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	459	0.1400403	-488.041502	9.329794	0.6360774	1982-1999 –> 2000-2009	0.2943979	0.1543576	-641.272202	30.798602	2	4
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	459	0.1398029	-489.599382	182.658461	0.6603346	1982-1999 –> 2000-2009	0.2944101	0.1546072	-642.228914	405.208948	1	6
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	459	0.1400613	-487.904393	8.478331	0.6358718	1982-1999 –> 2000-2009	0.2944275	0.1543663	-641.114136	24.481712	3	6
N_Pacific	(27.85,27.95]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	459	0.1403315	-486.135136	440.940322	0.6330486	1982-1999 –> 2000-2009	0.2949008	0.1545693	-638.855826	1176.266888	5	9
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	459	0.1403049	-486.308865	61.698585	0.6333558	1982-1999 –> 2000-2009	0.2949532	0.1546483	-638.839528	110.671028	4	10
N_Pacific	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	459	0.1408000	-485.075123	31.519612	0.6307051	1982-1999 –> 2000-2009	0.2963723	0.1555723	-637.389871	43.871134	6	15
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	459	0.1457414	-451.410128	22.071660	0.7038849	1982-1999 –> 2000-2009	0.2967396	0.1509982	-612.826368	59.817658	7	8
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	459	0.1474213	-440.889501	21.245700	0.7559908	1982-1999 –> 2000-2009	0.3034265	0.1560052	-590.170382	55.410057	8	18
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	459	0.1474350	-440.804219	23.385072	0.7562992	1982-1999 –> 2000-2009	0.3034477	0.1560127	-590.067303	62.347468	10	21
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	459	0.1475510	-440.082255	235.848359	0.7579466	1982-1999 –> 2000-2009	0.3036646	0.1561136	-589.104741	467.991282	12	25
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	488	0.0705130	-1189.426532	252.906140	0.4802281	2000-2009 –> 2010-2019	0.2105534	0.1400403	-1677.468034	262.235933	1	3
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	488	0.0706660	-1187.311971	194.361127	0.4723022	2000-2009 –> 2010-2019	0.2107272	0.1400613	-1675.216364	202.839458	2	5
N_Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	488	0.0712933	-1178.686492	706.533353	0.4461043	2000-2009 –> 2010-2019	0.2115982	0.1403049	-1664.995358	768.231938	3	7
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	488	0.0849553	-1007.571324	258.524234	0.3436950	2000-2009 –> 2010-2019	0.2247582	0.1398029	-1497.170706	441.182695	10	11
N_Pacific	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	488	0.0852930	-1005.699425	40.907610	0.3480944	2000-2009 –> 2010-2019	0.2260930	0.1408000	-1490.774549	72.427222	11	16
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	488	0.0843666	-1014.358050	71.984045	0.3774788	2000-2009 –> 2010-2019	0.2317879	0.1474213	-1455.247552	93.229745	4	11
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	488	0.0843726	-1014.288328	56.999694	0.3773354	2000-2009 –> 2010-2019	0.2318076	0.1474350	-1455.092547	80.384766	5	14
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	488	0.0844182	-1013.760719	396.451605	0.3764221	2000-2009 –> 2010-2019	0.2319692	0.1475510	-1453.842974	632.299964	6	17
N_Pacific	(27.85,27.95]	4	cstar_tref ~ temp + aou + silicate + phosphate	488	0.0846127	-1013.515311	119.289205	0.3813400	2000-2009 –> 2010-2019	0.2321697	0.1475570	-1455.559994	150.209196	7	19
N_Pacific	(27.85,27.95]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	488	0.0847655	-1011.754396	45.151649	0.3844384	2000-2009 –> 2010-2019	0.2322016	0.1474361	-1454.551377	51.195279	8	18
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	457	0.1173345	-647.542231	28.503428	0.8516591	1982-1999 –> 2000-2009	0.2251641	0.1078296	-887.337394	49.036762	1	3
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	457	0.1173669	-647.289951	24.435240	0.8516875	1982-1999 –> 2000-2009	0.2252168	0.1078499	-887.025856	45.786488	2	5
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	457	0.1175896	-645.557228	275.852579	0.8520258	1982-1999 –> 2000-2009	0.2258330	0.1082434	-884.149526	526.701968	3	7
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	457	0.1272301	-573.536803	24.944127	0.6272460	1982-1999 –> 2000-2009	0.2269747	0.0997446	-837.804959	45.882738	5	6
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	457	0.1249030	-590.409451	317.147574	0.6389227	1982-1999 –> 2000-2009	0.2335634	0.1086604	-827.794569	582.403230	4	9
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + aou + silicate + phosphate	457	0.1361224	-513.789882	269.857297	0.5832624	1982-1999 –> 2000-2009	0.2454866	0.1093643	-751.147476	515.956447	6	12
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	457	0.1444745	-457.362599	16.899456	0.5393916	1982-1999 –> 2000-2009	0.2553818	0.1109074	-688.320745	32.490979	11	18
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	457	0.1482461	-433.807784	21.244552	0.5650032	1982-1999 –> 2000-2009	0.2668865	0.1186404	-643.601825	43.372128	12	20
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	457	0.1768359	-274.625570	24.344065	0.8395760	1982-1999 –> 2000-2009	0.3342123	0.1573765	-397.700821	44.528940	19	28
N_Pacific	(27.95,28.05]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	457	0.1660812	-329.974612	169.326188	0.8374021	1982-1999 –> 2000-2009	0.3475589	0.1814777	-406.307382	218.084813	13	24
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	562	0.0811640	-1213.795155	119.069097	0.4150913	2000-2009 –> 2010-2019	0.1984985	0.1173345	-1861.337387	147.572526	4	5
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	562	0.0811628	-1213.812496	100.005188	0.4149818	2000-2009 –> 2010-2019	0.1985297	0.1173669	-1861.102447	124.440428	3	5
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	562	0.0811577	-1213.882964	831.608590	0.4141986	2000-2009 –> 2010-2019	0.1987473	0.1175896	-1859.440192	1107.461169	2	5
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	562	0.0786345	-1249.383436	289.659024	0.4045394	2000-2009 –> 2010-2019	0.2035374	0.1249030	-1839.792887	606.806598	1	5
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + aou + silicate + phosphate	562	0.0816549	-1209.018120	281.397688	0.4212541	2000-2009 –> 2010-2019	0.2177773	0.1361224	-1722.808001	551.254985	5	11
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	562	0.0911764	-1083.046903	43.723612	0.4498804	2000-2009 –> 2010-2019	0.2184066	0.1272301	-1656.583706	68.667739	15	20
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	562	0.0858632	-1150.533099	57.179844	0.6948471	2000-2009 –> 2010-2019	0.2238595	0.1379963	-1649.826428	80.358345	7	14
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	562	0.0858932	-1150.140011	68.842900	0.6951756	2000-2009 –> 2010-2019	0.2240487	0.1381554	-1648.379724	96.074427	8	16
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	562	0.0859700	-1149.135706	225.262422	0.6957692	2000-2009 –> 2010-2019	0.2245234	0.1385534	-1644.746148	459.995581	9	18
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	562	0.0912496	-1082.144807	28.146108	0.4437451	2000-2009 –> 2010-2019	0.2357241	0.1444745	-1539.507406	45.045564	16	26
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	315	0.1057120	-507.701819	2.782748	0.6270715	1982-1999 –> 2000-2009	0.1522121	0.0465000	-876.354153	9.930239	3	6
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	315	0.0864679	-634.297110	43.470995	0.5211363	1982-1999 –> 2000-2009	0.1531893	0.0667214	-919.180797	100.113493	1	11
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	315	0.1175770	-440.685530	127.586819	0.6416727	1982-1999 –> 2000-2009	0.1576895	0.0401125	-843.619440	343.843008	4	5
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	315	0.1175775	-440.682855	3.508566	0.6403320	1982-1999 –> 2000-2009	0.1577293	0.0401517	-843.389974	16.101665	5	7
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	315	0.0966872	-563.921606	70.967359	0.5702104	1982-1999 –> 2000-2009	0.1698719	0.0731847	-827.354136	168.770449	2	13
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	315	0.1636722	-232.299046	123.975360	0.9604718	1982-1999 –> 2000-2009	0.2119703	0.0482981	-592.149572	291.814760	11	19
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	315	0.1179351	-440.769961	2.340940	0.6993929	1982-1999 –> 2000-2009	0.2310912	0.1131561	-605.101105	4.050673	6	18
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + silicate + phosphate	315	0.1663788	-223.966447	107.115361	0.9855515	1982-1999 –> 2000-2009	0.2315881	0.0652094	-516.167922	251.499240	12	21
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	315	0.1273596	-392.335556	3.549768	0.7011339	1982-1999 –> 2000-2009	0.2498471	0.1224875	-538.282960	6.077914	7	20
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	315	0.1301212	-378.820981	2.913987	0.6977885	1982-1999 –> 2000-2009	0.2548145	0.1246934	-520.627469	5.028788	8	23
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	386	0.0593798	-1070.553764	144.443132	0.4712957	2000-2009 –> 2010-2019	0.1458478	0.0864679	-1704.850874	187.914127	9	10
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	386	0.0598612	-1064.319990	221.291409	0.4773115	2000-2009 –> 2010-2019	0.1565484	0.0966872	-1628.241596	292.258767	10	12
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	386	0.0544754	-1137.104768	38.736186	0.4078020	2000-2009 –> 2010-2019	0.1601874	0.1057120	-1644.806587	41.518934	8	11
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	386	0.0485318	-1226.294005	86.647571	0.3462323	2000-2009 –> 2010-2019	0.1661092	0.1175775	-1666.977247	90.545459	1	5
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	386	0.0485392	-1226.175038	96.611137	0.3461334	2000-2009 –> 2010-2019	0.1661168	0.1175775	-1666.857892	100.119703	2	7
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	386	0.0603340	-1060.247077	5.453637	0.4822794	2000-2009 –> 2010-2019	0.1782691	0.1179351	-1501.017038	7.794578	11	17
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	386	0.0615119	-1045.320843	5.408053	0.4818568	2000-2009 –> 2010-2019	0.1888714	0.1273596	-1437.656398	8.957821	12	19
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	386	0.0619868	-1039.382772	5.040935	0.4829766	2000-2009 –> 2010-2019	0.1921080	0.1301212	-1418.203753	7.954922	16	24
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	386	0.0675276	-973.288870	8.220740	0.4839722	2000-2009 –> 2010-2019	0.2050047	0.1374771	-1317.465248	10.599789	17	26
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	386	0.0513039	-1183.411081	591.886717	0.4057083	2000-2009 –> 2010-2019	0.2149761	0.1636722	-1415.710127	715.862077	6	17
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	727	0.0686089	-1818.612644	411.512312	0.3784136	1982-1999 –> 2000-2009	0.1349827	0.0663738	-2430.673800	991.950383	1	2
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	727	0.0727757	-1732.885774	25.045884	0.4629833	1982-1999 –> 2000-2009	0.1412172	0.0684415	-2330.099034	69.736384	3	5
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	727	0.0723290	-1741.837862	576.921846	0.4336447	1982-1999 –> 2000-2009	0.1413884	0.0690593	-2334.701582	1497.704034	2	5
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	727	0.0787017	-1621.063874	4.682333	0.5547616	1982-1999 –> 2000-2009	0.1552197	0.0765181	-2166.288198	10.625293	4	12
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	727	0.0810917	-1575.565311	28.482286	0.5291395	1982-1999 –> 2000-2009	0.1559068	0.0748151	-2129.683220	84.271818	5	11
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	727	0.0811074	-1575.283298	25.520205	0.5293960	1982-1999 –> 2000-2009	0.1559176	0.0748101	-2129.433238	75.308145	6	11
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	727	0.0812453	-1572.814162	425.337360	0.5316844	1982-1999 –> 2000-2009	0.1560188	0.0747735	-2127.201159	1113.585686	7	11
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	727	0.0861121	-1488.225259	479.094623	0.6656711	1982-1999 –> 2000-2009	0.1614949	0.0753828	-2038.683943	1288.787503	9	16
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	727	0.0853144	-1503.755682	7.717563	0.5980159	1982-1999 –> 2000-2009	0.1679152	0.0826008	-2011.957628	17.198857	8	19
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate	727	0.0925092	-1386.033889	355.444005	0.7268352	1982-1999 –> 2000-2009	0.1709602	0.0784511	-1919.183258	904.246934	15	24
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	818	0.0617925	-2219.196119	855.733939	0.3280866	2000-2009 –> 2010-2019	0.1304015	0.0686089	-4037.808763	1267.246251	5	6
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	818	0.0588015	-2300.367588	229.998983	0.2828073	2000-2009 –> 2010-2019	0.1315772	0.0727757	-4033.253361	255.044867	1	3
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	818	0.0589657	-2295.803327	339.167173	0.3148433	2000-2009 –> 2010-2019	0.1400574	0.0810917	-3871.368637	367.649459	3	7
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	818	0.0589588	-2295.995797	294.547283	0.3148727	2000-2009 –> 2010-2019	0.1400662	0.0811074	-3871.279095	320.067488	2	7
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	818	0.0622499	-2209.132199	14.652288	0.3427278	2000-2009 –> 2010-2019	0.1409515	0.0787017	-3830.196073	19.334621	6	9
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	818	0.0631710	-2185.101056	16.927756	0.3593669	2000-2009 –> 2010-2019	0.1484855	0.0853144	-3688.856738	24.645319	7	13
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	818	0.0636369	-2173.080141	16.593017	0.3609235	2000-2009 –> 2010-2019	0.1508755	0.0872386	-3644.407476	23.050811	8	15
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate	818	0.0590529	-2295.386133	717.978770	0.3201930	2000-2009 –> 2010-2019	0.1515621	0.0925092	-3681.420022	1073.422775	4	15
N_Pacific	(28.1,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	818	0.0888811	-1624.482565	577.581935	0.4374732	2000-2009 –> 2010-2019	0.1794216	0.0905405	-3039.792910	698.155993	18	26
N_Pacific	(28.1,28.2]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	818	0.0894960	-1613.203652	552.349322	0.4393157	2000-2009 –> 2010-2019	0.1807408	0.0912449	-3017.246028	667.930983	19	28
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2761	0.0999872	-4866.205320	187.291955	0.4800247	1982-1999 –> 2000-2009	0.1932853	0.0932982	-6298.883832	366.265931	1	2
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2761	0.1000367	-4863.469759	183.082371	0.4803302	1982-1999 –> 2000-2009	0.1933928	0.0933561	-6295.206191	358.139945	2	4
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	2761	0.1021214	-4751.577027	146.750300	0.4461266	1982-1999 –> 2000-2009	0.1962338	0.0941124	-6173.065936	283.116265	3	6
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2761	0.1064961	-4517.950395	11.013339	0.4810869	1982-1999 –> 2000-2009	0.2025611	0.0960650	-5906.265813	20.080428	4	8
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2761	0.1065158	-4516.929520	10.775307	0.4811908	1982-1999 –> 2000-2009	0.2026049	0.0960890	-5904.865416	19.651124	5	10
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	2761	0.1110345	-4289.504370	10.971104	0.4315192	1982-1999 –> 2000-2009	0.2093867	0.0983522	-5644.101943	20.025958	6	12
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2761	0.1141207	-4136.112459	7.552131	0.4595828	1982-1999 –> 2000-2009	0.2156450	0.1015243	-5440.523706	13.827176	8	15
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	2761	0.1167452	-4012.561436	10.773121	0.3990196	1982-1999 –> 2000-2009	0.2201189	0.1033737	-5291.568875	19.647959	9	17
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	2761	0.1202637	-3848.593221	7.537990	0.3975284	1982-1999 –> 2000-2009	0.2253977	0.1051340	-5101.969406	13.810630	11	20
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	2761	0.1168440	-4007.888710	167.757540	0.4985741	1982-1999 –> 2000-2009	0.2258298	0.1089858	-5206.644828	325.875512	10	20
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3806	0.0801988	-8391.991018	764.159129	0.3616280	2000-2009 –> 2010-2019	0.1801860	0.0999872	-13258.196338	951.451084	3	4
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3806	0.0802232	-8389.681205	758.211880	0.3618071	2000-2009 –> 2010-2019	0.1802599	0.1000367	-13253.150963	941.294250	4	6
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	3806	0.0839169	-8049.030473	661.494344	0.3360182	2000-2009 –> 2010-2019	0.1860383	0.1021214	-12800.607500	808.244645	9	12
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	3806	0.0799197	-8418.529651	15.330217	0.3654283	2000-2009 –> 2010-2019	0.1864158	0.1064961	-12936.480046	26.343556	1	5
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	3806	0.0799478	-8415.858156	15.330635	0.3656224	2000-2009 –> 2010-2019	0.1864636	0.1065158	-12932.787676	26.105942	2	7
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	3806	0.0838573	-8054.439692	15.082010	0.3377922	2000-2009 –> 2010-2019	0.1948918	0.1110345	-12343.944062	26.053114	8	14
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	3806	0.0823144	-8193.792340	12.399508	0.3631891	2000-2009 –> 2010-2019	0.1964352	0.1141207	-12329.904799	19.951640	7	15
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	3806	0.0904828	-7475.600552	755.273897	0.3718120	2000-2009 –> 2010-2019	0.2073268	0.1168440	-11483.489262	923.031437	13	23
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	3806	0.0908964	-7440.883037	14.818620	0.3737556	2000-2009 –> 2010-2019	0.2076416	0.1167452	-11453.444472	25.591740	14	23
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	3806	0.0890779	-7594.714320	11.989451	0.3615098	2000-2009 –> 2010-2019	0.2093416	0.1202637	-11443.307540	19.527441	12	23
N_Pacific	(28.3, Inf]	3	cstar_tref ~ temp + nitrate + phosphate_star	15	0.0078081	-93.009697	5.270340	0.0202503	1982-1999 –> 2000-2009	0.0101924	0.0023843	-138.448714	56.586893	1	8
N_Pacific	(28.3, Inf]	3	cstar_tref ~ temp + aou + phosphate	15	0.0096002	-86.811015	46.504913	0.0224415	1982-1999 –> 2000-2009	0.0119819	0.0023817	-132.262860	223.394362	2	7
N_Pacific	(28.3, Inf]	3	cstar_tref ~ temp + aou + phosphate_star	15	0.0096422	-86.680158	12.410495	0.0224787	1982-1999 –> 2000-2009	0.0120388	0.0023967	-132.057058	30.912768	3	19
N_Pacific	(28.3, Inf]	3	cstar_tref ~ aou + nitrate + phosphate_star	15	0.0096889	-86.535174	125.670767	0.0259212	1982-1999 –> 2000-2009	0.0120731	0.0023842	-131.974668	430.860017	5	11
N_Pacific	(28.3, Inf]	3	cstar_tref ~ aou + phosphate + phosphate_star	15	0.0096863	-86.543260	87.774857	0.0225684	1982-1999 –> 2000-2009	0.0120878	0.0024015	-131.895893	143.286803	4	21
N_Pacific	(28.3, Inf]	2	cstar_tref ~ nitrate + phosphate_star	15	0.0097016	-88.495664	2.666692	0.0264562	1982-1999 –> 2000-2009	0.0120894	0.0023877	-135.917413	34.066590	7	18
N_Pacific	(28.3, Inf]	3	cstar_tref ~ temp + phosphate + phosphate_star	15	0.0096954	-86.514831	6.532415	0.0225660	1982-1999 –> 2000-2009	0.0120969	0.0024015	-131.867648	18.619363	6	24
N_Pacific	(28.3, Inf]	2	cstar_tref ~ phosphate + phosphate_star	15	0.0106122	-85.804425	4.152551	0.0249912	1982-1999 –> 2000-2009	0.0130171	0.0024049	-133.140135	9.863207	8	27
N_Pacific	(28.3, Inf]	3	cstar_tref ~ aou + silicate + phosphate_star	15	0.0120577	-79.973521	64.569427	0.0274338	1982-1999 –> 2000-2009	0.0145374	0.0024798	-124.941393	107.017560	10	32
N_Pacific	(28.3, Inf]	3	cstar_tref ~ temp + aou + silicate	15	0.0126202	-78.605471	298.182304	0.0259450	1982-1999 –> 2000-2009	0.0148483	0.0022281	-124.857519	352.325294	11	15
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + aou + nitrate + silicate	18	0.0022362	-156.625060	397.070009	0.0051480	2000-2009 –> 2010-2019	0.0068481	0.0046119	-263.430511	531.211247	2	3
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + temp + nitrate + silicate	18	0.0022334	-156.670680	373.552710	0.0051482	2000-2009 –> 2010-2019	0.0068618	0.0046284	-263.368969	536.752622	1	3
N_Pacific	(28.3, Inf]	3	cstar_tref ~ sal + nitrate + silicate	18	0.0022396	-158.569979	358.132775	0.0051550	2000-2009 –> 2010-2019	0.0071253	0.0048856	-265.645439	472.917334	3	10
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	18	0.0024540	-153.280201	706.597412	0.0052370	2000-2009 –> 2010-2019	0.0071378	0.0046838	-259.621101	1138.377094	4	7
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate	18	0.0025078	-152.499489	414.921595	0.0058047	2000-2009 –> 2010-2019	0.0072399	0.0047322	-258.532590	568.368534	7	11
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + aou + nitrate + phosphate	18	0.0025008	-152.599478	436.353166	0.0057386	2000-2009 –> 2010-2019	0.0072966	0.0047958	-258.231749	571.167499	5	11
N_Pacific	(28.3, Inf]	3	cstar_tref ~ sal + nitrate + phosphate	18	0.0025536	-153.847135	372.521620	0.0059565	2000-2009 –> 2010-2019	0.0076774	0.0051238	-259.494897	488.979095	11	19
N_Pacific	(28.3, Inf]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	18	0.0030253	-145.745197	832.664242	0.0070220	2000-2009 –> 2010-2019	0.0081737	0.0051484	-249.248879	1541.644476	15	24
N_Pacific	(28.3, Inf]	3	cstar_tref ~ sal + temp + nitrate	18	0.0036264	-141.220942	206.539247	0.0071803	2000-2009 –> 2010-2019	0.0084107	0.0047844	-248.924851	211.535921	17	22
N_Pacific	(28.3, Inf]	3	cstar_tref ~ sal + nitrate + phosphate_star	18	0.0031387	-146.420421	832.164278	0.0074812	2000-2009 –> 2010-2019	0.0085713	0.0054326	-250.312565	1533.664415	16	29
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2187	4.5408403	12838.789389	26.540009	21.2868529	1982-1999 –> 2000-2009	8.6298223	4.0889820	17517.726446	49.869225	1	4
Pacific	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	2187	4.8475233	13124.655777	118.519938	28.5183433	1982-1999 –> 2000-2009	8.9223455	4.0748222	17797.869087	266.666687	2	3
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2187	4.9308826	13199.232912	39.600753	26.4308499	1982-1999 –> 2000-2009	9.0123501	4.0814675	17875.134880	74.071205	4	6
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2187	4.9285305	13197.145887	41.079081	26.1265448	1982-1999 –> 2000-2009	9.0246830	4.0961525	17878.973855	80.546455	3	7
Pacific	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + nitrate	2187	4.9313363	13197.635317	19.701988	26.6518753	1982-1999 –> 2000-2009	9.1345908	4.2032544	17920.051400	35.182260	5	11
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2187	5.0328255	13288.740490	42.422964	25.6539531	1982-1999 –> 2000-2009	9.2005751	4.1677496	17999.159836	79.993928	6	11
Pacific	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2187	5.3064123	13520.275535	42.098812	24.5216942	1982-1999 –> 2000-2009	10.2440975	4.9376853	18510.403585	80.164942	7	14
Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2187	5.4149583	13608.845665	41.648342	25.6385861	1982-1999 –> 2000-2009	10.4448259	5.0298676	18629.493778	80.349634	8	16
Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2187	5.4898635	13668.936547	40.250809	25.6507528	1982-1999 –> 2000-2009	10.6052084	5.1153450	18717.389114	76.334993	9	18
Pacific	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + silicate	2187	5.7638466	13879.957711	24.301049	24.3982376	1982-1999 –> 2000-2009	11.2823425	5.5184959	19051.580098	43.302202	11	22
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	3385	4.2540483	19422.300970	34.048129	56.4396414	2000-2009 –> 2010-2019	8.7948886	4.5408403	32261.090360	60.588137	2	3
Pacific	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	3385	4.2114117	19354.105744	198.144482	54.3779900	2000-2009 –> 2010-2019	9.0589350	4.8475233	32478.761521	316.664421	1	3
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3385	4.4498847	19726.999131	59.979335	58.4854390	2000-2009 –> 2010-2019	9.3784151	4.9285305	32924.145017	101.058416	3	6
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3385	4.4505221	19727.968851	54.631169	60.7194941	2000-2009 –> 2010-2019	9.3814047	4.9308826	32927.201763	94.231922	4	8
Pacific	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + nitrate	3385	4.4508562	19726.477017	28.388768	59.9109544	2000-2009 –> 2010-2019	9.3821925	4.9313363	32924.112334	48.090756	5	10
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3385	4.5805050	19922.862473	56.545634	59.5877297	2000-2009 –> 2010-2019	9.6133305	5.0328255	33211.602963	98.968598	6	12
Pacific	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	3385	4.6767173	20063.591727	56.650822	71.9512234	2000-2009 –> 2010-2019	9.9831296	5.3064123	33583.867262	98.749633	10	17
Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	3385	4.6262841	19990.188298	56.340741	71.9782085	2000-2009 –> 2010-2019	10.0412424	5.4149583	33599.033963	97.989083	8	16
Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	3385	4.6159170	19975.000217	55.024557	72.2983416	2000-2009 –> 2010-2019	10.1057804	5.4898635	33643.936764	95.275366	7	16
Pacific	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + silicate	3385	4.7994294	20236.938809	31.141271	53.4970122	2000-2009 –> 2010-2019	10.5632760	5.7638466	34116.896520	55.442320	11	22
Pacific	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1825	2.9736404	9170.847929	449.214116	10.2015997	1982-1999 –> 2000-2009	5.8802761	2.9066357	14549.495283	1036.268540	2	3
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1825	2.9684996	9164.532371	99.115618	11.7212543	1982-1999 –> 2000-2009	5.8988712	2.9303716	14560.730659	221.840460	1	3
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1825	2.9836523	9183.116437	25.030414	12.0926117	1982-1999 –> 2000-2009	5.9283815	2.9447292	14589.862155	41.604697	3	6
Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1825	2.9951579	9197.164578	40.051052	12.2940147	1982-1999 –> 2000-2009	5.9520464	2.9568885	14612.802711	64.596600	4	8
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1825	3.2028995	9441.931794	112.858553	14.6088960	1982-1999 –> 2000-2009	6.2162989	3.0133994	14898.423639	232.383247	5	10
Pacific	(26,26.5]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	1825	3.2208424	9460.322424	420.816954	12.3336165	1982-1999 –> 2000-2009	6.2402513	3.0194089	14919.113567	967.543350	6	12
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1825	3.2375464	9481.203133	34.555828	14.7937581	1982-1999 –> 2000-2009	6.2754321	3.0378857	14955.159631	51.726310	7	14
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1825	3.2510226	9496.364616	37.834530	14.8491918	1982-1999 –> 2000-2009	6.3021373	3.0511147	14979.698071	57.453192	8	16
Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + silicate + phosphate	1825	3.2552114	9499.064514	95.438105	13.8135779	1982-1999 –> 2000-2009	6.3183369	3.0631255	14988.876329	210.668724	9	18
Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	1825	3.2765089	9522.867124	23.947527	14.0992018	1982-1999 –> 2000-2009	6.3551616	3.0786527	15023.590375	39.398890	10	20
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2141	2.7089549	10357.177166	139.343030	13.0269776	2000-2009 –> 2010-2019	5.6774545	2.9684996	19521.709537	238.458648	2	3
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2141	2.7071311	10354.293438	24.734703	13.5151477	2000-2009 –> 2010-2019	5.6907835	2.9836523	19537.409875	49.765117	1	4
Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2141	2.7090581	10357.340340	40.803437	13.7582610	2000-2009 –> 2010-2019	5.7042161	2.9951579	19554.504917	80.854488	3	7
Pacific	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	2141	2.7790482	10466.563384	610.993686	11.2823330	2000-2009 –> 2010-2019	5.7526886	2.9736404	19637.411312	1060.207803	4	6
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2141	2.8936273	10639.566128	186.858255	15.9218749	2000-2009 –> 2010-2019	6.0965267	3.2028995	20081.497922	299.716808	5	10
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2141	2.9241595	10684.511143	32.019712	16.3099537	2000-2009 –> 2010-2019	6.1617059	3.2375464	20165.714275	66.575540	6	13
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2141	2.9317827	10695.659749	44.139953	16.3668417	2000-2009 –> 2010-2019	6.1828053	3.2510226	20192.024365	81.974483	7	15
Pacific	(26,26.5]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	2141	3.0634942	10881.834242	581.195216	13.0599507	2000-2009 –> 2010-2019	6.2843366	3.2208424	20342.156666	1002.012170	11	17
Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + silicate + phosphate	2141	3.0381477	10846.258820	136.543751	14.7384611	2000-2009 –> 2010-2019	6.2933591	3.2552114	20345.323334	231.981856	8	17
Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	2141	3.0444626	10855.149936	24.153480	15.1327288	2000-2009 –> 2010-2019	6.3209715	3.2765089	20378.017060	48.101006	9	19
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1343	1.8753443	5514.204957	286.654660	6.4865733	1982-1999 –> 2000-2009	2.9349108	1.0595665	8150.998845	517.444328	1	2
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1343	1.8966881	5544.602309	49.982627	6.2914002	1982-1999 –> 2000-2009	2.9847041	1.0880160	8228.453219	73.504996	2	4
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1343	1.9021069	5552.265231	72.902104	6.2532670	1982-1999 –> 2000-2009	2.9981536	1.0960467	8249.176701	107.453234	3	6
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1343	2.3257083	6092.319094	211.954453	7.4758050	1982-1999 –> 2000-2009	3.7223849	1.3966766	9219.707639	355.432533	7	11
Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate	1343	2.3313299	6096.803728	174.484129	7.5031645	1982-1999 –> 2000-2009	3.7548900	1.4235601	9256.052250	299.506505	8	13
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1343	2.3721350	6145.409865	65.317733	7.6811323	1982-1999 –> 2000-2009	3.7992299	1.4270949	9311.062842	94.735149	9	15
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1343	2.3786485	6152.775114	69.600937	7.6968536	1982-1999 –> 2000-2009	3.8128170	1.4341685	9327.209385	100.595344	11	18
Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	1343	2.3744629	6146.044516	29.060292	7.6600988	1982-1999 –> 2000-2009	3.8396714	1.4652085	9356.507028	41.650887	10	18
Pacific	(26.5,26.75]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	1343	2.3806590	6153.044457	39.525074	7.6704534	1982-1999 –> 2000-2009	3.8549976	1.4743385	9374.539265	56.388766	12	21
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1343	2.2329497	5982.995725	89.912868	8.7567133	1982-1999 –> 2000-2009	3.9310696	1.6981199	9457.461097	136.718928	4	17
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1725	1.8954787	7115.514355	295.120237	5.8891183	2000-2009 –> 2010-2019	3.7708230	1.8753443	12629.719312	581.774897	1	2
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1725	1.9080205	7138.266799	46.075013	5.6987485	2000-2009 –> 2010-2019	3.8047086	1.8966881	12682.869108	96.057640	2	4
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1725	1.9108564	7143.390640	68.668999	5.6667564	2000-2009 –> 2010-2019	3.8129632	1.9021069	12695.655871	141.571103	3	6
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1725	2.2084168	7642.689787	80.176303	10.9750449	2000-2009 –> 2010-2019	4.4413666	2.2329497	13625.685511	170.089171	5	9
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1725	2.2089110	7643.461689	89.611922	10.9471066	2000-2009 –> 2010-2019	4.4439448	2.2350338	13628.963157	189.376167	6	11
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1725	2.2160904	7654.656750	359.916514	11.1697383	2000-2009 –> 2010-2019	4.4516032	2.2355128	13640.733770	649.624077	8	14
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1725	2.1853455	7606.458060	317.726709	8.5336022	2000-2009 –> 2010-2019	4.5110538	2.3257083	13698.777155	529.681162	4	11
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1725	2.2328034	7680.577803	68.227279	8.4846188	2000-2009 –> 2010-2019	4.6049384	2.3721350	13825.987667	133.545012	9	18
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1725	2.2371306	7687.257521	73.923068	8.4605765	2000-2009 –> 2010-2019	4.6157791	2.3786485	13840.032635	143.524005	10	21
Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate	1725	2.2927071	7769.917634	248.962402	6.2739917	2000-2009 –> 2010-2019	4.6240370	2.3313299	13866.721362	423.446532	12	20
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1685	1.9982279	7128.741543	272.844908	7.1947747	1982-1999 –> 2000-2009	3.1464271	1.1481992	10135.551739	515.531020	1	4
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1685	2.0241813	7172.230011	41.665003	7.2582489	1982-1999 –> 2000-2009	3.1620230	1.1378416	10161.623834	71.059197	2	4
Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1685	2.0275554	7177.842720	68.349628	7.2859725	1982-1999 –> 2000-2009	3.1641072	1.1365518	10165.056568	108.254709	3	4
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1685	2.1031090	7301.137302	149.406617	11.4851432	1982-1999 –> 2000-2009	3.3187080	1.2155989	10417.582460	218.187346	4	8
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1685	2.1036584	7302.017528	170.954019	11.4529128	1982-1999 –> 2000-2009	3.3194690	1.2158105	10418.797261	247.972673	5	10
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1685	2.1053956	7304.799235	564.670090	11.7797224	1982-1999 –> 2000-2009	3.3228091	1.2174135	10424.111355	955.303638	6	12
Pacific	(26.75,27]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1685	2.2869480	7581.548133	64.984085	12.0674613	1982-1999 –> 2000-2009	3.7117764	1.4248284	11001.234723	95.221305	9	16
Pacific	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1685	2.2870399	7581.683462	40.834572	12.0817085	1982-1999 –> 2000-2009	3.7132007	1.4261609	11003.166666	60.230190	10	18
Pacific	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1685	2.2917710	7588.647762	265.740210	12.3068883	1982-1999 –> 2000-2009	3.7331724	1.4414014	11030.561234	448.211607	11	20
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1685	2.2656820	7552.064417	30.744146	10.5792218	1982-1999 –> 2000-2009	3.9519659	1.6862839	11297.561591	47.933754	7	17
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2121	2.0495763	9077.336848	277.072102	6.1161079	2000-2009 –> 2010-2019	4.0478042	1.9982279	16206.078391	549.917011	1	2
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2121	2.0695233	9114.128866	36.042294	6.0713780	2000-2009 –> 2010-2019	4.0937046	2.0241813	16286.358876	77.707297	2	4
Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2121	2.0722049	9119.619447	55.915289	6.0899632	2000-2009 –> 2010-2019	4.0997603	2.0275554	16297.462166	124.264917	3	6
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2121	2.3596178	9670.337889	25.633125	9.8364366	2000-2009 –> 2010-2019	4.6252998	2.2656820	17222.402306	56.377271	4	11
Pacific	(26.75,27]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	2121	2.3600199	9669.060340	9.644312	9.9574384	2000-2009 –> 2010-2019	4.6285783	2.2685585	17223.400452	21.540457	5	13
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2121	2.6995337	10240.954561	89.632615	13.4038078	2000-2009 –> 2010-2019	4.8026427	2.1031090	17542.091863	239.039232	7	11
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2121	2.6991484	10240.349422	101.118074	13.3935321	2000-2009 –> 2010-2019	4.8028069	2.1036584	17542.366950	272.072093	6	11
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2121	2.7076290	10258.480360	413.430917	13.5437240	2000-2009 –> 2010-2019	4.8130246	2.1053956	17563.279595	978.101006	8	14
Pacific	(26.75,27]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	2121	2.8109579	10410.446652	49.319155	12.9540576	2000-2009 –> 2010-2019	5.0979059	2.2869480	17991.994785	114.303240	10	19
Pacific	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	2121	2.8110983	10410.658558	31.734386	12.9592570	2000-2009 –> 2010-2019	5.0981382	2.2870399	17992.342019	72.568958	11	21
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1975	1.5541713	7360.529894	391.501159	7.0931453	1982-1999 –> 2000-2009	2.6823472	1.1281760	10105.675042	717.315867	1	2
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1975	1.5978907	7470.110685	70.843445	7.5167295	1982-1999 –> 2000-2009	2.7494602	1.1515696	10251.664896	117.089910	3	5
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1975	1.6016047	7479.281080	80.184806	7.5529410	1982-1999 –> 2000-2009	2.7561736	1.1545689	10265.449845	131.539426	4	7
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1975	1.5941919	7460.956709	355.249445	7.4509707	1982-1999 –> 2000-2009	2.8166045	1.2224126	10348.419744	805.958963	2	6
Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1975	1.6022188	7478.795425	200.555732	7.1557075	1982-1999 –> 2000-2009	2.8573387	1.2551199	10411.100333	354.366436	5	12
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1975	1.6328547	7555.610129	48.150210	7.7874490	1982-1999 –> 2000-2009	2.8659019	1.2330471	10458.439609	97.696071	6	11
Pacific	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1975	1.6357987	7562.725299	58.351274	7.7996656	1982-1999 –> 2000-2009	2.8706396	1.2348410	10468.133685	125.786514	7	13
Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1975	1.6380705	7566.207376	21.276297	7.5375303	1982-1999 –> 2000-2009	2.9028270	1.2647565	10512.080770	33.316705	8	16
Pacific	(27,27.25]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1975	1.6402958	7571.569692	32.583188	7.5623406	1982-1999 –> 2000-2009	2.9061567	1.2658609	10518.991482	49.843014	9	18
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1975	1.7080145	7733.366972	18.519843	7.4147104	1982-1999 –> 2000-2009	3.1231270	1.4151125	10880.512694	32.000749	10	20
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2729	1.7562752	10832.485907	393.413022	7.5078216	2000-2009 –> 2010-2019	3.3104465	1.5541713	18193.015801	784.914181	2	3
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2729	1.7469600	10803.459872	453.940188	6.7837836	2000-2009 –> 2010-2019	3.3411519	1.5941919	18264.416582	809.189633	1	3
Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	2729	1.7566584	10831.676778	215.501690	7.4481791	2000-2009 –> 2010-2019	3.3588772	1.6022188	18310.472204	416.057422	3	8
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2729	1.8056148	10983.705014	58.917364	7.5737894	2000-2009 –> 2010-2019	3.4035055	1.5978907	18453.815700	129.760809	6	9
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2729	1.8064332	10986.178127	65.901701	7.5695343	2000-2009 –> 2010-2019	3.4080378	1.6016047	18465.459207	146.086507	8	12
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2729	1.7990008	10963.675417	52.484038	7.0356491	2000-2009 –> 2010-2019	3.4318555	1.6328547	18519.285546	100.634248	4	10
Pacific	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2729	1.8008873	10969.395997	63.270646	7.0899856	2000-2009 –> 2010-2019	3.4366860	1.6357987	18532.121296	121.621920	5	12
Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	2729	1.8056312	10981.754575	19.265432	7.5865004	2000-2009 –> 2010-2019	3.4437017	1.6380705	18547.961951	40.541729	7	15
Pacific	(27,27.25]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	2729	1.8064894	10984.348189	27.523615	7.5932044	2000-2009 –> 2010-2019	3.4467852	1.6402958	18555.917881	60.106803	9	18
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2729	1.8122744	11003.798486	18.295581	7.5613872	2000-2009 –> 2010-2019	3.5202889	1.7080145	18737.165458	36.815424	10	20
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2650	1.2804511	8844.599982	521.889517	7.0428270	1982-1999 –> 2000-2009	2.3843755	1.1039244	13399.887549	1112.279078	1	2
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2650	1.2948774	8903.979239	782.765755	6.6296160	1982-1999 –> 2000-2009	2.3993147	1.1044373	13460.656554	1657.982542	2	4
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	2650	1.2952402	8903.463882	218.048321	6.6550034	1982-1999 –> 2000-2009	2.4042982	1.1090580	13470.632793	393.368082	3	6
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2650	1.3242120	9022.707164	50.572958	7.1859149	1982-1999 –> 2000-2009	2.4442259	1.1200140	13621.288047	104.125624	4	10
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2650	1.3335050	9059.771565	99.773648	6.8184577	1982-1999 –> 2000-2009	2.4507717	1.1172667	13651.004413	205.010637	6	10
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2650	1.3297625	9044.876177	56.694492	7.1974722	1982-1999 –> 2000-2009	2.4519258	1.1221633	13649.193171	115.845172	5	12
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	2650	1.3341099	9060.175096	16.627828	6.8544602	1982-1999 –> 2000-2009	2.4566321	1.1225223	13663.449091	29.078396	7	15
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2650	1.3378309	9076.936846	135.503908	6.8288525	1982-1999 –> 2000-2009	2.4572421	1.1194112	13673.907003	271.312112	8	13
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	2650	1.3388281	9078.885928	20.172859	6.8775028	1982-1999 –> 2000-2009	2.4631762	1.1243481	13687.022681	34.995517	9	18
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2650	1.3902993	9280.825064	15.261177	6.1273704	1982-1999 –> 2000-2009	2.5754583	1.1851590	14048.560991	27.267743	10	20
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3532	1.5575780	13167.666610	637.299326	6.7191617	2000-2009 –> 2010-2019	2.8380291	1.2804511	22012.266591	1159.188843	2	3
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	3532	1.5496975	13131.836103	863.851535	6.4039115	2000-2009 –> 2010-2019	2.8445750	1.2948774	22035.815342	1646.617291	1	3
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	3532	1.5581160	13168.106065	239.508532	6.7154380	2000-2009 –> 2010-2019	2.8533562	1.2952402	22071.569947	457.556853	3	6
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3532	1.6005735	13360.019182	53.213587	6.9289532	2000-2009 –> 2010-2019	2.9247855	1.3242120	22382.726346	103.786545	7	11
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	3532	1.5922113	13323.016160	106.688879	6.5643632	2000-2009 –> 2010-2019	2.9257163	1.3335050	22382.787725	206.462526	5	11
Pacific	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	3532	1.5941980	13331.824873	137.211035	6.5413458	2000-2009 –> 2010-2019	2.9320288	1.3378309	22408.761719	272.714943	6	14
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3532	1.6040952	13375.544605	59.549021	6.9461071	2000-2009 –> 2010-2019	2.9338577	1.3297625	22420.420782	116.243513	11	16
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	3532	1.6025837	13366.885238	15.732831	6.9277509	2000-2009 –> 2010-2019	2.9366936	1.3341099	22427.060334	32.360658	8	15
Pacific	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	3532	1.6064883	13384.075558	17.921239	6.9462966	2000-2009 –> 2010-2019	2.9453164	1.3388281	22462.961486	38.094097	12	21
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	3532	1.5807571	13272.014902	16.855769	6.3418383	2000-2009 –> 2010-2019	2.9710563	1.3902993	22552.839966	32.116947	4	14
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2686	0.9457078	7336.664180	121.358590	3.9879980	1982-1999 –> 2000-2009	1.7353436	0.7896358	10745.171181	222.332972	1	2
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2686	0.9561069	7395.412549	646.536366	4.2542505	1982-1999 –> 2000-2009	1.7501975	0.7940906	10820.065440	1102.073911	4	6
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2686	0.9523863	7374.467164	26.555842	4.0285283	1982-1999 –> 2000-2009	1.7515832	0.7991969	10817.516353	43.528547	2	9
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2686	0.9564775	7397.494564	16.184237	4.0919974	1982-1999 –> 2000-2009	1.7519694	0.7954919	10827.207571	25.678679	5	8
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2686	0.9537462	7382.132333	27.977944	4.0625213	1982-1999 –> 2000-2009	1.7533903	0.7996441	10826.786869	45.848416	3	11
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2686	0.9595271	7414.594939	71.371391	4.2858962	1982-1999 –> 2000-2009	1.7561811	0.7966540	10848.497673	112.370076	6	10
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2686	0.9612927	7424.470645	71.723706	4.3031662	1982-1999 –> 2000-2009	1.7579606	0.7966679	10858.423492	112.079117	7	12
Pacific	(27.5,27.75]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	2686	0.9785526	7518.068974	21.033306	4.3513650	1982-1999 –> 2000-2009	1.7793110	0.8007584	10964.720011	35.065998	10	21
Pacific	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2686	0.9785219	7519.900297	685.654865	4.7768720	1982-1999 –> 2000-2009	1.7826855	0.8041636	10980.730118	1461.420913	9	21
Pacific	(27.5,27.75]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	2686	0.9827685	7541.163132	18.640234	4.3637380	1982-1999 –> 2000-2009	1.7828003	0.8000319	10985.209016	31.140675	11	20
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	3663	1.1021264	11121.534397	591.530695	4.2784204	2000-2009 –> 2010-2019	2.0582333	0.9561069	18516.946946	1238.067061	3	7
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	3663	1.1034870	11130.572566	84.667100	4.2636443	2000-2009 –> 2010-2019	2.0630140	0.9595271	18545.167505	156.038491	4	10
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	3663	1.1053666	11143.040742	85.065941	4.2791982	2000-2009 –> 2010-2019	2.0666593	0.9612927	18567.511386	156.789647	5	12
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	3663	1.0966863	11085.283760	46.262357	4.1851309	2000-2009 –> 2010-2019	2.0732143	0.9765280	18594.226457	81.185109	2	10
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	3663	1.1202811	11241.228043	38.170914	4.6389458	2000-2009 –> 2010-2019	2.0740273	0.9537462	18623.360376	66.148858	7	10
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	3663	1.1216438	11250.134212	36.144025	4.6712213	2000-2009 –> 2010-2019	2.0740301	0.9523863	18624.601376	62.699867	8	10
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	3663	1.1316674	11315.312183	150.406259	4.8598544	2000-2009 –> 2010-2019	2.0773752	0.9457078	18651.976363	271.764849	9	10
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	3663	1.0929522	11060.296836	59.612698	3.9773352	2000-2009 –> 2010-2019	2.1054327	1.0124805	18763.464764	104.905744	1	16
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	3663	1.1528297	11451.044244	19.763622	5.0708121	2000-2009 –> 2010-2019	2.1093073	0.9564775	18848.538808	35.947859	12	17
Pacific	(27.5,27.75]	4	cstar_tref ~ sal + temp + silicate + phosphate	3663	1.1122159	11186.295605	34.289717	4.0927830	2000-2009 –> 2010-2019	2.1110469	0.9988310	18814.549913	63.588092	6	20
Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1121	0.4540057	1424.874803	117.496929	1.9639116	1982-1999 –> 2000-2009	0.8825756	0.4285699	2034.520661	196.226045	1	2
Pacific	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1121	0.4545379	1427.501543	127.757206	1.9696847	1982-1999 –> 2000-2009	0.8833221	0.4287842	2037.668316	210.626361	2	4
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1121	0.4667193	1486.795070	392.980665	1.8709759	1982-1999 –> 2000-2009	0.9358268	0.4691075	2190.614926	679.466927	3	13
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1121	0.5077556	1675.733534	63.596483	3.2613443	1982-1999 –> 2000-2009	0.9448596	0.4371040	2305.924764	112.798495	15	19
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1121	0.5082091	1677.734724	68.286711	3.2652689	1982-1999 –> 2000-2009	0.9452813	0.4370723	2307.850355	119.416888	16	19
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1121	0.4970926	1628.149343	90.191441	2.1811928	1982-1999 –> 2000-2009	0.9536730	0.4565804	2303.765168	133.613923	8	16
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1121	0.4970980	1628.173582	96.731675	2.1811417	1982-1999 –> 2000-2009	0.9537239	0.4566260	2303.893481	141.834620	9	18
Pacific	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1121	0.5267670	1756.144963	53.885550	2.9593952	1982-1999 –> 2000-2009	0.9654231	0.4386561	2388.029694	92.786661	17	22
Pacific	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1121	0.5275116	1759.311862	49.932320	2.9440043	1982-1999 –> 2000-2009	0.9665516	0.4390401	2392.108269	87.165605	18	24
Pacific	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate	1121	0.4980936	1630.659620	314.451381	2.1814056	1982-1999 –> 2000-2009	0.9676853	0.4695917	2333.554478	557.575655	11	22
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1434	0.5254932	2238.193034	447.539980	1.8785577	2000-2009 –> 2010-2019	0.9922125	0.4667193	3724.988104	840.520645	1	4
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1434	0.5301875	2263.699443	39.379705	1.9469399	2000-2009 –> 2010-2019	1.0156184	0.4854308	3838.624771	62.026043	4	8
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1434	0.5281983	2252.918615	58.274043	1.9136701	2000-2009 –> 2010-2019	1.0181365	0.4899382	3848.565479	89.775007	2	8
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1434	0.5283881	2253.949188	55.953280	1.9168533	2000-2009 –> 2010-2019	1.0182377	0.4898496	3849.190634	86.255389	3	8
Pacific	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1434	0.5679293	2460.920771	150.160161	2.2182999	2000-2009 –> 2010-2019	1.0219350	0.4540057	3885.795574	267.657089	17	18
Pacific	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	1434	0.5321460	2272.274149	36.945110	1.9689702	2000-2009 –> 2010-2019	1.0221061	0.4899601	3866.021421	59.041367	5	12
Pacific	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1434	0.5688001	2465.314800	160.823262	2.2225071	2000-2009 –> 2010-2019	1.0233380	0.4545379	3892.816343	288.580468	18	20
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1434	0.5350968	2290.133417	152.581674	1.9703311	2000-2009 –> 2010-2019	1.0321948	0.4970980	3918.306999	249.313349	6	15
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1434	0.5351062	2290.184058	144.448477	1.9701466	2000-2009 –> 2010-2019	1.0321988	0.4970926	3918.333401	234.639918	7	15
Pacific	(27.75,27.85]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	1434	0.5358620	2292.231735	6.779180	1.9520760	2000-2009 –> 2010-2019	1.0330858	0.4972238	3918.972713	10.876793	8	18
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1361	0.3542162	1051.328892	114.579399	1.7773237	1982-1999 –> 2000-2009	0.6246821	0.2704659	1192.912429	208.903967	3	4
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1361	0.3543227	1052.147428	107.134693	1.7784975	1982-1999 –> 2000-2009	0.6250874	0.2707646	1194.995838	196.654633	4	6
Pacific	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1361	0.3355287	903.796841	154.395181	1.7402336	1982-1999 –> 2000-2009	0.6317162	0.2961875	1149.490482	281.554432	1	4
Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1361	0.3358066	906.050134	142.423187	1.7400019	1982-1999 –> 2000-2009	0.6328404	0.2970338	1155.013652	261.648489	2	6
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1361	0.3921740	1328.423498	99.885000	1.8613005	1982-1999 –> 2000-2009	0.7167172	0.3245432	1678.891369	148.647342	6	11
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1361	0.3921919	1328.547634	106.848743	1.8610803	1982-1999 –> 2000-2009	0.7167472	0.3245553	1679.058042	158.225991	7	13
Pacific	(27.85,27.95]	4	cstar_tref ~ temp + aou + silicate + phosphate	1361	0.3961954	1354.193269	694.536744	1.9297915	1982-1999 –> 2000-2009	0.7241374	0.3279420	1714.600172	1301.427114	8	17
Pacific	(27.85,27.95]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	1361	0.3972059	1361.126512	40.104021	1.9354364	1982-1999 –> 2000-2009	0.7243665	0.3271607	1718.799755	64.656477	10	18
Pacific	(27.85,27.95]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	1361	0.3973676	1362.234535	43.225007	1.9363873	1982-1999 –> 2000-2009	0.7243778	0.3270102	1719.380641	69.236701	11	18
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1361	0.3785007	1231.826270	495.673390	1.7747037	1982-1999 –> 2000-2009	0.7762613	0.3977606	1815.426734	902.544886	5	21
Pacific	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1761	0.3572775	1386.509811	222.769018	1.4136514	2000-2009 –> 2010-2019	0.6928063	0.3355287	2290.306652	377.164199	2	3
Pacific	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1761	0.3570632	1384.396780	209.371906	1.4121533	2000-2009 –> 2010-2019	0.6928698	0.3358066	2290.446914	351.795093	1	3
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1761	0.3587373	1400.870763	658.998375	1.4760471	2000-2009 –> 2010-2019	0.7372380	0.3785007	2632.697032	1154.671764	3	8
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1761	0.3966113	1754.360578	221.584766	1.4894154	2000-2009 –> 2010-2019	0.7508275	0.3542162	2805.689470	336.164165	21	24
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1761	0.3968205	1756.218242	210.875605	1.4897729	2000-2009 –> 2010-2019	0.7511432	0.3543227	2808.365670	318.010298	22	26
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1761	0.3652210	1463.957730	151.451942	1.5333688	2000-2009 –> 2010-2019	0.7641535	0.3989325	2838.891227	221.993428	4	16
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1761	0.3669760	1480.841712	142.180918	1.5449178	2000-2009 –> 2010-2019	0.7681661	0.4011900	2871.135192	208.497284	5	18
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1761	0.3810335	1613.236088	156.486291	1.5239450	2000-2009 –> 2010-2019	0.7732075	0.3921740	2941.659586	256.371291	8	14
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1761	0.3810317	1613.219952	164.529485	1.5237465	2000-2009 –> 2010-2019	0.7732236	0.3921919	2941.767586	271.378228	7	14
Pacific	(27.85,27.95]	4	cstar_tref ~ sal + aou + silicate + phosphate	1761	0.3812145	1612.909538	653.955714	1.5178567	2000-2009 –> 2010-2019	0.7774109	0.3961963	2967.109040	1147.097829	9	18
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1536	0.2895948	565.933638	65.092453	1.5373032	1982-1999 –> 2000-2009	0.5961063	0.3065115	914.730449	99.028265	1	3
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1536	0.2896307	566.315072	65.043688	1.5367360	1982-1999 –> 2000-2009	0.5962493	0.3066186	915.606713	98.956670	2	5
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1536	0.3101258	776.351826	53.855989	1.5150909	1982-1999 –> 2000-2009	0.6022139	0.2920880	1056.897571	82.072801	6	7
Pacific	(27.95,28.05]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	1536	0.3012215	684.857126	35.643145	1.4542971	1982-1999 –> 2000-2009	0.6258135	0.3245920	1112.810398	54.763846	3	8
Pacific	(27.95,28.05]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	1536	0.3013878	686.552797	33.272850	1.4538930	1982-1999 –> 2000-2009	0.6262760	0.3248882	1115.797462	51.166778	4	10
Pacific	(27.95,28.05]	4	cstar_tref ~ temp + aou + silicate + phosphate	1536	0.3028970	701.897579	902.915401	1.4462323	1982-1999 –> 2000-2009	0.6293061	0.3264091	1137.755730	1472.582424	5	12
Pacific	(27.95,28.05]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	1536	0.3159374	831.386866	27.197814	1.4651630	1982-1999 –> 2000-2009	0.6314040	0.3154666	1218.961078	42.830306	9	13
Pacific	(27.95,28.05]	4	cstar_tref ~ sal + aou + silicate + phosphate	1536	0.3118984	791.860150	770.326367	1.3010740	1982-1999 –> 2000-2009	0.6626235	0.3507251	1329.459432	1183.668641	7	17
Pacific	(27.95,28.05]	3	cstar_tref ~ aou + silicate + phosphate	1536	0.3134724	805.324202	655.411433	1.3093026	1982-1999 –> 2000-2009	0.6645424	0.3510700	1342.315253	969.634345	8	19
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1536	0.3533890	1177.528627	511.235287	1.3154996	1982-1999 –> 2000-2009	0.6980845	0.3446954	1692.572376	1448.382526	15	23
Pacific	(27.95,28.05]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2276	0.2476415	119.449229	848.695177	1.2487933	2000-2009 –> 2010-2019	0.5302119	0.2825704	609.950029	1508.827885	1	2
Pacific	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2276	0.2478940	124.087588	797.089308	1.2495731	2000-2009 –> 2010-2019	0.5310258	0.2831319	620.686389	1414.846430	2	4
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2276	0.2580053	306.071690	91.266049	1.4641023	2000-2009 –> 2010-2019	0.5476001	0.2895948	872.005328	156.358502	3	6
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2276	0.2580865	307.504022	91.149826	1.4636260	2000-2009 –> 2010-2019	0.5477172	0.2896307	873.819095	156.193514	4	8
Pacific	(27.95,28.05]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	2276	0.2586039	314.620845	42.636912	1.4208097	2000-2009 –> 2010-2019	0.5598254	0.3012215	999.477971	78.280057	5	10
Pacific	(27.95,28.05]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	2276	0.2587135	316.549868	39.927778	1.4192798	2000-2009 –> 2010-2019	0.5601013	0.3013878	1003.102665	73.200628	6	12
Pacific	(27.95,28.05]	4	cstar_tref ~ temp + aou + silicate + phosphate	2276	0.2594985	330.340754	820.042276	1.4076546	2000-2009 –> 2010-2019	0.5623955	0.3028970	1032.238333	1722.957677	7	14
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2276	0.2735564	572.489223	79.328544	1.5073225	2000-2009 –> 2010-2019	0.5836822	0.3101258	1348.841049	133.184532	8	16
Pacific	(27.95,28.05]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	2276	0.2735642	570.618939	34.055397	1.5139980	2000-2009 –> 2010-2019	0.5895016	0.3159374	1402.005805	61.253211	9	20
Pacific	(27.95,28.05]	4	cstar_tref ~ sal + aou + silicate + phosphate	2276	0.2830640	726.009152	916.507154	1.3330467	2000-2009 –> 2010-2019	0.5949624	0.3118984	1517.869303	1686.833520	11	20
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	926	0.1874105	-459.214859	54.119371	1.0237571	1982-1999 –> 2000-2009	0.3443465	0.1569360	-841.823275	99.462566	1	2
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	926	0.1992341	-345.910399	806.346628	1.0640497	1982-1999 –> 2000-2009	0.3651837	0.1659496	-677.364028	1643.198082	2	4
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	926	0.1993684	-344.662636	77.753622	1.0650893	1982-1999 –> 2000-2009	0.3653564	0.1659880	-675.904399	149.635959	3	6
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	926	0.1993854	-344.504831	77.743478	1.0651877	1982-1999 –> 2000-2009	0.3653785	0.1659931	-675.718461	149.627660	4	8
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + silicate + phosphate	926	0.1996366	-344.172544	713.479642	1.1401043	1982-1999 –> 2000-2009	0.3691302	0.1694936	-658.270090	1343.072442	5	11
Pacific	(28.05,28.1]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	926	0.2023460	-319.206944	26.603131	0.9819587	1982-1999 –> 2000-2009	0.3717141	0.1693681	-633.982896	46.538294	6	11
Pacific	(28.05,28.1]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	926	0.2101904	-248.766653	40.748332	0.9563010	1982-1999 –> 2000-2009	0.3872433	0.1770528	-522.896387	70.965369	7	14
Pacific	(28.05,28.1]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	926	0.2102970	-247.828027	37.458445	0.9550036	1982-1999 –> 2000-2009	0.3874480	0.1771510	-521.450150	65.137611	8	16
Pacific	(28.05,28.1]	4	cstar_tref ~ temp + aou + silicate + phosphate	926	0.2115005	-237.259136	715.882240	0.9790405	1982-1999 –> 2000-2009	0.3897575	0.1782569	-505.180325	1385.135641	9	18
Pacific	(28.05,28.1]	3	cstar_tref ~ aou + silicate + phosphate	926	0.2150242	-208.658708	669.108382	1.1663025	1982-1999 –> 2000-2009	0.3933726	0.1783485	-478.109669	1246.497482	10	20
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1230	0.1870192	-619.710044	78.985109	0.9646397	2000-2009 –> 2010-2019	0.3744296	0.1874105	-1078.924903	133.104480	1	2
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1230	0.1998210	-456.830674	965.813569	0.9314213	2000-2009 –> 2010-2019	0.3990552	0.1992341	-802.741073	1772.160197	3	5
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1230	0.1998376	-456.626198	113.118780	0.9349879	2000-2009 –> 2010-2019	0.3992061	0.1993684	-801.288835	190.872402	4	7
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1230	0.1998395	-456.603111	113.135967	0.9353540	2000-2009 –> 2010-2019	0.3992249	0.1993854	-801.107942	190.879445	5	9
Pacific	(28.05,28.1]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	1230	0.1971154	-492.367126	30.082620	0.9080321	2000-2009 –> 2010-2019	0.3994615	0.2023460	-811.574070	56.685751	2	8
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + silicate + phosphate	1230	0.1999653	-457.055757	906.011776	0.9823490	2000-2009 –> 2010-2019	0.3996019	0.1996366	-801.228301	1619.491419	6	11
Pacific	(28.05,28.1]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	1230	0.2048012	-398.271520	48.123427	0.9295990	2000-2009 –> 2010-2019	0.4149916	0.2101904	-647.038173	88.871759	7	14
Pacific	(28.05,28.1]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	1230	0.2048482	-397.706667	44.223550	0.9305648	2000-2009 –> 2010-2019	0.4151452	0.2102970	-645.534695	81.681995	8	16
Pacific	(28.05,28.1]	4	cstar_tref ~ temp + aou + silicate + phosphate	1230	0.2054991	-389.902317	748.026898	0.9354293	2000-2009 –> 2010-2019	0.4169997	0.2115005	-627.161452	1463.909138	9	18
Pacific	(28.05,28.1]	3	cstar_tref ~ aou + silicate + phosphate	1230	0.2071241	-372.526126	740.332711	0.9539929	2000-2009 –> 2010-2019	0.4221483	0.2150242	-581.184833	1409.441093	10	20
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2253	0.2438622	49.086458	436.501705	0.7610635	1982-1999 –> 2000-2009	0.4858308	0.2419686	63.068671	915.453579	3	4
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2253	0.2438459	48.785041	62.744213	0.7606558	1982-1999 –> 2000-2009	0.4858519	0.2420060	63.078678	119.234367	2	4
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2253	0.2438423	48.719232	62.754627	0.7605412	1982-1999 –> 2000-2009	0.4858601	0.2420178	63.111108	119.259203	1	4
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2253	0.2471676	109.751405	559.901360	0.8597670	1982-1999 –> 2000-2009	0.4946913	0.2475237	169.493555	1231.626826	5	9
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate	2253	0.2471827	108.027917	433.361313	0.8589714	1982-1999 –> 2000-2009	0.4966886	0.2495059	181.850182	882.314239	6	11
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2253	0.2447287	65.068401	70.876468	0.7606895	1982-1999 –> 2000-2009	0.4991330	0.2544043	180.086187	121.523064	4	16
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2253	0.2591731	323.469139	191.948040	0.8459265	1982-1999 –> 2000-2009	0.5121051	0.2529321	426.786351	373.028300	12	22
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2253	0.2591835	323.649537	174.501071	0.8459937	1982-1999 –> 2000-2009	0.5121096	0.2529261	426.919258	337.271179	13	21
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2253	0.2592479	324.769847	621.040789	0.8472353	1982-1999 –> 2000-2009	0.5121633	0.2529154	427.954624	1229.136647	14	20
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	2253	0.2667243	450.878950	4.591818	0.9405815	1982-1999 –> 2000-2009	0.5196612	0.2529369	552.235038	13.817665	17	28
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2418	0.2135286	-590.722540	89.744328	1.0039055	2000-2009 –> 2010-2019	0.4582573	0.2447287	-525.654139	160.620796	1	5
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2418	0.2157531	-540.603324	715.816585	1.0094994	2000-2009 –> 2010-2019	0.4596153	0.2438622	-491.516866	1152.318291	2	5
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2418	0.2157942	-539.681658	84.200630	1.0102522	2000-2009 –> 2010-2019	0.4596401	0.2438459	-490.896618	146.944843	3	5
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2418	0.2158006	-539.538010	84.249016	1.0104298	2000-2009 –> 2010-2019	0.4596429	0.2438423	-490.818778	147.003644	4	5
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate	2418	0.2188175	-474.398282	664.909843	0.8757837	2000-2009 –> 2010-2019	0.4660002	0.2471827	-366.370365	1098.271156	8	13
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2418	0.2169728	-513.340256	233.533166	1.1409422	2000-2009 –> 2010-2019	0.4677382	0.2507654	-338.470465	391.164035	5	12
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2418	0.2178384	-494.086713	276.578508	1.1595602	2000-2009 –> 2010-2019	0.4678501	0.2500117	-332.780617	461.303013	6	12
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	2418	0.2180955	-490.381792	89.662031	1.1553368	2000-2009 –> 2010-2019	0.4688675	0.2507720	-317.394090	160.338818	7	15
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	2418	0.2215536	-414.303438	83.908737	1.2069355	2000-2009 –> 2010-2019	0.4738348	0.2522811	-214.279873	145.863287	9	18
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	2418	0.2234588	-372.896386	81.774947	1.2623550	2000-2009 –> 2010-2019	0.4807024	0.2572436	-85.098560	140.415868	10	20
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	5337	0.2664254	1041.665006	467.259832	1.1097891	1982-1999 –> 2000-2009	0.5469021	0.2804767	1910.697190	1171.262748	1	2
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	5337	0.2706224	1208.501960	557.520579	1.2333317	1982-1999 –> 2000-2009	0.5570216	0.2863992	2198.521622	1327.522055	3	5
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	5337	0.2695744	1167.086291	22.492463	1.1609624	1982-1999 –> 2000-2009	0.5587803	0.2892059	2213.571643	44.905439	2	5
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	5337	0.2743955	1354.296879	19.131858	1.2380928	1982-1999 –> 2000-2009	0.5670953	0.2926997	2468.310344	34.310474	4	9
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	5337	0.2822650	1658.112173	430.392654	1.2608896	1982-1999 –> 2000-2009	0.5765420	0.2942770	2805.243425	771.775173	5	12
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	5337	0.2822916	1659.118410	337.497856	1.2607734	1982-1999 –> 2000-2009	0.5765829	0.2942912	2806.529237	607.347535	6	14
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	5337	0.2823035	1659.568210	373.201956	1.2604699	1982-1999 –> 2000-2009	0.5765968	0.2942933	2807.018583	677.234169	8	17
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	5337	0.2822986	1657.384164	401.036039	1.2554610	1982-1999 –> 2000-2009	0.5766385	0.2943398	2803.750918	706.347921	7	18
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	5337	0.2828589	1678.548453	3.490700	1.2451690	1982-1999 –> 2000-2009	0.5771708	0.2943118	2824.364315	6.889444	12	22
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	5337	0.2832580	1693.595242	323.610241	1.2973799	1982-1999 –> 2000-2009	0.5780465	0.2947885	2848.781527	559.601272	13	26
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	7615	0.2666459	1492.903804	535.167350	1.4112416	2000-2009 –> 2010-2019	0.5330712	0.2664254	2534.568810	1002.427182	2	3
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	7615	0.2656067	1433.435774	579.742051	1.4757574	2000-2009 –> 2010-2019	0.5362291	0.2706224	2641.937735	1137.262630	1	4
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	7615	0.2672958	1529.980440	26.399088	1.5154539	2000-2009 –> 2010-2019	0.5368702	0.2695744	2697.066731	48.891551	3	5
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	7615	0.2676220	1546.556977	24.609339	1.4588376	2000-2009 –> 2010-2019	0.5420175	0.2743955	2900.853856	43.741196	4	8
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	7615	0.2707622	1726.218566	626.066366	1.6079372	2000-2009 –> 2010-2019	0.5530272	0.2822650	3384.330739	1056.459020	5	10
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	7615	0.2707804	1727.246205	486.561828	1.6088624	2000-2009 –> 2010-2019	0.5530721	0.2822916	3386.364615	824.059684	7	13
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	7615	0.2707752	1726.951968	514.150683	1.6087393	2000-2009 –> 2010-2019	0.5530787	0.2823035	3386.520179	887.352639	6	14
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	7615	0.2708914	1731.488916	2.924102	1.6040365	2000-2009 –> 2010-2019	0.5537504	0.2828589	3410.037370	6.414802	8	20
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	7615	0.2713144	1757.247798	255.708889	1.6058336	2000-2009 –> 2010-2019	0.5549916	0.2836773	3468.631851	479.751970	9	25
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	7615	0.2719347	1790.029759	479.898689	1.5124748	2000-2009 –> 2010-2019	0.5551927	0.2832580	3483.625000	803.508931	12	25
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1498	0.1357729	-1717.189060	577.329268	0.5288811	1982-1999 –> 2000-2009	0.2181533	0.0823805	-3159.925983	1400.682667	1	2
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1498	0.1382251	-1663.560554	772.946246	0.5272333	1982-1999 –> 2000-2009	0.2229767	0.0847517	-3067.931995	1625.907241	4	6
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1498	0.1385342	-1656.867318	118.149302	0.5292143	1982-1999 –> 2000-2009	0.2234196	0.0848853	-3059.107996	267.640326	5	8
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1498	0.1385654	-1656.192256	119.080548	0.5275296	1982-1999 –> 2000-2009	0.2235749	0.0850094	-3056.457875	269.789678	6	10
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1498	0.1364097	-1703.168212	304.431419	0.6171321	1982-1999 –> 2000-2009	0.2236493	0.0872395	-3068.423221	1122.618196	2	9
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1498	0.1376505	-1676.041005	158.816697	0.5401601	1982-1999 –> 2000-2009	0.2241609	0.0865104	-3052.643601	323.011463	3	9
Pacific	(28.3, Inf]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	1498	0.1400535	-1626.189766	93.650978	0.5646401	1982-1999 –> 2000-2009	0.2254381	0.0853846	-3022.501644	224.104986	9	14
Pacific	(28.3, Inf]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	1498	0.1391039	-1646.571932	120.556878	0.5818839	1982-1999 –> 2000-2009	0.2266937	0.0875898	-3008.410362	244.309470	8	17
Pacific	(28.3, Inf]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	1498	0.1406022	-1614.474152	99.104658	0.5753050	1982-1999 –> 2000-2009	0.2278613	0.0872591	-2981.426741	249.109656	10	18
Pacific	(28.3, Inf]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	1498	0.1387886	-1653.371615	71.822027	0.5305491	1982-1999 –> 2000-2009	0.2286839	0.0898954	-2980.081864	134.172416	7	17
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1113	0.1629810	-865.677478	711.482762	0.9084833	2000-2009 –> 2010-2019	0.2987539	0.1357729	-2582.866539	1288.812030	1	2
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1113	0.1655666	-830.640788	274.529283	0.8994692	2000-2009 –> 2010-2019	0.3019763	0.1364097	-2533.809000	578.960702	5	7
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1113	0.1649735	-838.629570	230.210124	0.8644911	2000-2009 –> 2010-2019	0.3026239	0.1376505	-2514.670575	389.026821	2	5
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1113	0.1655196	-831.272033	919.419744	0.9061247	2000-2009 –> 2010-2019	0.3037447	0.1382251	-2494.832587	1692.365990	3	7
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1113	0.1655200	-831.266980	282.110234	0.8694818	2000-2009 –> 2010-2019	0.3039496	0.1384296	-2490.398011	578.189397	4	9
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1113	0.1656540	-829.465594	156.776496	0.9100244	2000-2009 –> 2010-2019	0.3042195	0.1385654	-2485.657850	275.857044	7	14
Pacific	(28.3, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1113	0.1657653	-827.971290	155.796191	0.9100347	2000-2009 –> 2010-2019	0.3042995	0.1385342	-2484.838608	273.945493	8	14
Pacific	(28.3, Inf]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	1113	0.1656190	-831.936223	169.473173	0.8897486	2000-2009 –> 2010-2019	0.3047229	0.1391039	-2478.508155	290.030051	6	15
Pacific	(28.3, Inf]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	1113	0.1658440	-828.914230	129.059553	0.9214656	2000-2009 –> 2010-2019	0.3064462	0.1406022	-2443.388382	228.164211	9	20
Pacific	(28.3, Inf]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	1113	0.1663958	-821.520472	108.001331	0.9281028	2000-2009 –> 2010-2019	0.3064493	0.1400535	-2447.710239	201.652309	10	20
SO	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	21	0.4573071	40.734611	83.479008	1.0737565	1982-1999 –> 2000-2009	1.4142322	0.9569252	101.481498	214.562921	1	3
SO	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	21	0.5051653	44.914899	78.932234	1.2008102	1982-1999 –> 2000-2009	1.5104417	1.0052764	107.337736	207.886390	2	7
SO	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	21	0.5346777	47.299594	130.999660	1.2350961	1982-1999 –> 2000-2009	1.5112249	0.9765472	108.736609	222.326015	4	7
SO	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	21	0.5120120	45.480312	112.400330	1.2246221	1982-1999 –> 2000-2009	1.5114646	0.9994527	107.705609	260.745542	3	7
SO	(26,26.5]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	21	0.7049089	56.908576	253.497469	1.9797154	1982-1999 –> 2000-2009	1.5872071	0.8822982	112.894831	1079.177122	11	12
SO	(26,26.5]	4	cstar_tref ~ sal + temp + aou + phosphate	21	0.6321298	52.331679	26.242925	1.8612027	1982-1999 –> 2000-2009	1.7351634	1.1030335	115.909769	82.943019	9	16
SO	(26,26.5]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	21	0.5782105	48.587090	19.463329	1.7381005	1982-1999 –> 2000-2009	1.7487208	1.1705103	114.183955	105.794804	5	15
SO	(26,26.5]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	21	0.6124902	51.006077	20.903381	1.8148266	1982-1999 –> 2000-2009	1.7862502	1.1737600	116.697206	96.427107	7	18
SO	(26,26.5]	4	cstar_tref ~ sal + temp + aou + phosphate_star	21	0.6144697	51.141599	16.633364	1.8207217	1982-1999 –> 2000-2009	1.7895336	1.1750640	116.870476	101.606819	8	20
SO	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	21	0.6859080	57.760923	148.625055	1.4154412	1982-1999 –> 2000-2009	1.7980300	1.1121220	123.618010	239.724352	10	18
SO	(26,26.5]	2	cstar_tref ~ nitrate + phosphate	5	0.0505938	-7.649872	127.772447	0.0937088	2000-2009 –> 2010-2019	2.5572126	2.5066188	98.540806	194.165674	1	2
SO	(26,26.5]	2	cstar_tref ~ sal + temp	5	0.0619503	-5.624839	14.758118	0.1201162	2000-2009 –> 2010-2019	2.5982099	2.5362596	101.059576	20.606438	14	16
SO	(26,26.5]	2	cstar_tref ~ sal + silicate	5	0.0611198	-5.759807	1.457342	0.1180036	2000-2009 –> 2010-2019	2.5982849	2.5371651	100.939600	3.226431	11	14
SO	(26,26.5]	2	cstar_tref ~ aou + phosphate	5	0.0521766	-7.341827	1.030836	0.1002658	2000-2009 –> 2010-2019	2.7367449	2.6845683	101.729429	3.808312	2	6
SO	(26,26.5]	2	cstar_tref ~ aou + nitrate	5	0.0522643	-7.325024	1.007304	0.1005491	2000-2009 –> 2010-2019	2.7884719	2.7362076	102.546454	4.973095	3	8
SO	(26,26.5]	2	cstar_tref ~ silicate + phosphate_star	5	0.0548927	-6.834373	2.213707	0.1060464	2000-2009 –> 2010-2019	2.8390377	2.7841451	103.766561	3.446400	6	12
SO	(26,26.5]	2	cstar_tref ~ sal + phosphate_star	5	0.0600339	-5.939070	17.801973	0.1151309	2000-2009 –> 2010-2019	2.9047205	2.8446865	105.565370	23.923869	9	16
SO	(26,26.5]	2	cstar_tref ~ sal + phosphate	5	0.0611288	-5.758331	1.354283	0.1181361	2000-2009 –> 2010-2019	2.9110570	2.8499281	105.823426	2.355696	12	20
SO	(26,26.5]	2	cstar_tref ~ phosphate + phosphate_star	5	0.0550250	-6.810297	1.963045	0.1056477	2000-2009 –> 2010-2019	2.9182182	2.8631932	104.966497	2.991153	8	18
SO	(26,26.5]	2	cstar_tref ~ aou + phosphate_star	5	0.0538904	-7.018642	3.116749	0.1036396	2000-2009 –> 2010-2019	2.9201818	2.8662914	104.803574	4.379060	5	17
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	68	0.9731802	203.278350	72.459340	3.5327279	1982-1999 –> 2000-2009	2.2052676	1.2320874	393.064368	165.231831	2	3
SO	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	68	0.9588547	201.261502	70.510010	3.3991918	1982-1999 –> 2000-2009	2.2772472	1.3183925	398.359491	163.553815	1	4
SO	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	68	0.9837002	202.740609	67.800960	3.4221546	1982-1999 –> 2000-2009	2.3444350	1.3607348	401.252654	160.561874	3	7
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	68	1.1327395	223.926551	78.433229	4.0759146	1982-1999 –> 2000-2009	2.4508824	1.3181429	421.004089	193.441247	5	7
SO	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	68	1.1244130	222.923150	96.081361	3.9890927	1982-1999 –> 2000-2009	2.5371138	1.4127008	427.482872	226.080060	4	10
SO	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	68	1.1391914	222.698981	61.193661	3.9849699	1982-1999 –> 2000-2009	2.6023311	1.4631398	429.047484	176.199716	6	13
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	68	1.2360145	235.792963	69.251692	4.2236947	1982-1999 –> 2000-2009	2.6431331	1.4071186	439.925082	157.066891	8	13
SO	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	68	1.2161713	233.591880	71.565879	4.1466097	1982-1999 –> 2000-2009	2.7072555	1.4910842	443.983618	161.012023	7	15
SO	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate	68	1.2384780	234.063759	68.583566	4.1635389	1982-1999 –> 2000-2009	2.7992570	1.5607790	447.389106	156.255564	9	18
SO	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	68	1.3752944	250.314464	265.360168	4.4211459	1982-1999 –> 2000-2009	3.0333578	1.6580634	472.170056	552.594281	11	21
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	14	0.5503171	37.006979	107.091668	1.2409908	2000-2009 –> 2010-2019	1.5234973	0.9731802	240.285329	179.551008	4	6
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	14	0.5436950	36.668006	77.813084	1.2262386	2000-2009 –> 2010-2019	1.6764345	1.1327395	260.594556	156.246312	3	8
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	14	0.5393184	36.441702	66.566088	1.2105486	2000-2009 –> 2010-2019	1.7753329	1.2360145	272.234665	135.817780	2	10
SO	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	14	0.9230757	51.489047	90.222773	2.0115396	2000-2009 –> 2010-2019	1.8819304	0.9588547	252.750548	160.732783	10	11
SO	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	14	0.5310831	36.010849	591.213087	1.1499249	2000-2009 –> 2010-2019	1.9039071	1.3728240	286.080805	1216.964954	1	11
SO	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	14	0.9330812	51.790915	117.332623	2.0173359	2000-2009 –> 2010-2019	2.0574942	1.1244130	274.714064	213.413984	11	15
SO	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	14	1.0856008	54.030020	69.685932	2.8913893	2000-2009 –> 2010-2019	2.0693011	0.9837002	256.770628	137.486892	18	21
SO	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	14	0.9591354	52.562033	73.843711	2.0631742	2000-2009 –> 2010-2019	2.1753067	1.2161713	286.153913	145.409589	14	21
SO	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	14	1.1248177	55.023668	29.684817	2.9998989	2000-2009 –> 2010-2019	2.2640091	1.1391914	277.722648	90.878479	21	27
SO	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	14	1.0234663	54.379745	665.293494	2.2087099	2000-2009 –> 2010-2019	2.3987607	1.3752944	304.694209	930.653662	16	27
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	183	1.8170728	751.916531	58.172909	6.3353901	1982-1999 –> 2000-2009	3.6509918	1.8339190	1648.988194	108.661808	1	2
SO	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	183	2.0423485	794.692231	50.446680	6.6122110	1982-1999 –> 2000-2009	3.8823048	1.8399563	1693.196875	99.129327	4	6
SO	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	183	2.0837475	800.036984	50.421530	5.8653673	1982-1999 –> 2000-2009	3.9312748	1.8475273	1698.331970	98.710519	5	8
SO	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	183	1.9727175	781.996303	57.760754	6.8158324	1982-1999 –> 2000-2009	3.9424586	1.9697412	1710.218837	112.140513	2	6
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	183	2.0410971	794.467921	53.091001	7.1196268	1982-1999 –> 2000-2009	4.0829224	2.0418252	1738.361164	113.002536	3	10
SO	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	183	2.2567979	831.236090	56.190725	7.1483257	1982-1999 –> 2000-2009	4.2388519	1.9820540	1762.175578	116.273226	6	11
SO	(26.75,27]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	183	2.2973537	835.754889	51.670806	6.3018337	1982-1999 –> 2000-2009	4.2881974	1.9908437	1766.623609	104.236949	8	14
SO	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	183	2.3199240	841.333106	48.381485	7.5892393	1982-1999 –> 2000-2009	4.3831801	2.0632561	1789.778728	103.586324	9	17
SO	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + phosphate	183	2.3747581	847.883282	47.477009	6.5176973	1982-1999 –> 2000-2009	4.4427641	2.0680060	1795.331477	102.291963	10	19
SO	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	183	2.2676233	832.987512	335.425933	7.6639076	1982-1999 –> 2000-2009	4.4838863	2.2162631	1812.623310	733.518598	7	18
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	134	1.4706378	497.642112	68.375017	3.9070462	2000-2009 –> 2010-2019	3.2877106	1.8170728	1249.558643	126.547926	4	5
SO	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	134	1.5194724	506.396855	67.632207	4.1747393	2000-2009 –> 2010-2019	3.4921899	1.9727175	1288.393158	125.392961	7	9
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	134	1.5814020	517.103093	67.851328	4.4196971	2000-2009 –> 2010-2019	3.6224992	2.0410971	1311.571014	120.942329	8	11
SO	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	134	1.7069890	537.583437	47.212264	5.6763640	2000-2009 –> 2010-2019	3.7493375	2.0423485	1332.275669	97.658943	11	15
SO	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	134	1.7070442	535.592101	46.381350	5.6729827	2000-2009 –> 2010-2019	3.7907917	2.0837475	1335.629084	96.802880	12	17
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	134	1.4142212	487.158698	19.278769	4.9502866	2000-2009 –> 2010-2019	3.8130255	2.3988042	1340.729361	52.001558	1	14
SO	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	134	1.4210403	488.447837	21.681254	5.0056978	2000-2009 –> 2010-2019	3.8311320	2.4100917	1343.736649	61.930602	2	16
SO	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	134	1.4634728	496.333215	18.654138	5.1769340	2000-2009 –> 2010-2019	3.8505301	2.3870572	1348.107164	48.753327	3	14
SO	(26.75,27]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	134	1.4725990	495.999271	18.610297	5.2362125	2000-2009 –> 2010-2019	3.8989163	2.4263173	1351.743875	44.669236	5	20
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	134	1.4895123	501.059785	25.189384	5.3256614	2000-2009 –> 2010-2019	3.9851744	2.4956621	1369.118081	54.114380	6	32
SO	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	671	1.5518148	2507.923989	29.486999	8.4257640	1982-1999 –> 2000-2009	3.2052796	1.6534648	4620.542113	63.370512	2	3
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	671	1.5755383	2528.284703	44.558095	7.9090687	1982-1999 –> 2000-2009	3.2342938	1.6587555	4644.391393	90.860275	3	5
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	671	1.5267094	2486.035401	51.288441	10.1348275	1982-1999 –> 2000-2009	3.2395241	1.7128147	4637.163041	96.547920	1	7
SO	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	671	1.5787226	2530.994244	29.931967	7.9057953	1982-1999 –> 2000-2009	3.2398983	1.6611757	4648.693064	63.685504	4	7
SO	(27,27.25]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	671	1.5948019	2542.593409	29.399881	7.5146907	1982-1999 –> 2000-2009	3.2643667	1.6695647	4663.793038	60.768608	5	9
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	671	1.6113714	2558.464397	68.654140	8.2345408	1982-1999 –> 2000-2009	3.3101215	1.6987501	4700.588132	128.316436	6	11
SO	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	671	1.6969251	2627.889070	286.701372	10.7764277	1982-1999 –> 2000-2009	3.5003493	1.8034242	4835.308374	600.211773	7	14
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	671	1.7085526	2637.053257	282.410431	10.6700701	1982-1999 –> 2000-2009	3.5184189	1.8098662	4848.366348	591.640913	8	16
SO	(27,27.25]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	671	1.7207408	2644.592550	29.406216	10.0269038	1982-1999 –> 2000-2009	3.5317036	1.8109628	4854.567064	60.934320	9	18
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	671	1.7279468	2652.200795	361.878886	11.1414241	1982-1999 –> 2000-2009	3.5695795	1.8416327	4882.514238	777.254142	10	22
SO	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	385	1.2355345	1269.440480	38.725733	5.5115822	2000-2009 –> 2010-2019	2.7873493	1.5518148	3777.364469	68.212732	1	3
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	385	1.3382683	1330.942554	63.761380	3.7927179	2000-2009 –> 2010-2019	2.8649777	1.5267094	3816.977954	115.049821	19	20
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	385	1.3043609	1311.181849	57.387035	5.8624578	2000-2009 –> 2010-2019	2.8798993	1.5755383	3839.466552	101.945129	12	15
SO	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	385	1.3084644	1313.600412	38.847547	5.8437801	2000-2009 –> 2010-2019	2.8871870	1.5787226	3844.594656	68.779514	14	18
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	385	1.3234323	1322.358690	100.075068	5.8086387	2000-2009 –> 2010-2019	2.9348037	1.6113714	3880.823087	168.729208	17	23
SO	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	385	1.2911064	1303.317317	231.926451	6.1205620	2000-2009 –> 2010-2019	2.9880315	1.6969251	3931.206387	518.627823	5	12
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	385	1.2916795	1303.659043	226.068863	6.1581709	2000-2009 –> 2010-2019	3.0002322	1.7085526	3940.712300	508.479294	6	14
SO	(27,27.25]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	385	1.2918964	1301.788313	38.676760	6.1984505	2000-2009 –> 2010-2019	3.0126372	1.7207408	3946.380863	68.082976	7	16
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	385	1.3071351	1312.817795	311.285780	6.1037816	2000-2009 –> 2010-2019	3.0350820	1.7279468	3965.018589	673.164667	13	23
SO	(27,27.25]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	385	1.3715250	1349.843569	815.564645	5.8854732	2000-2009 –> 2010-2019	3.1172752	1.7457502	4015.800507	1466.634170	28	39
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1131	1.5637621	4234.966745	683.047204	6.9992108	1982-1999 –> 2000-2009	2.6946405	1.1308784	7252.652709	1564.764137	1	4
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1131	1.5689339	4242.435523	86.335160	6.9663018	1982-1999 –> 2000-2009	2.6998561	1.1309222	7260.196828	228.052455	2	6
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1131	1.5725471	4247.638810	840.734307	6.9581091	1982-1999 –> 2000-2009	2.7108858	1.1383387	7278.133324	1805.537653	3	12
SO	(27.25,27.5]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	1131	1.5735158	4247.031737	83.541160	6.7812057	1982-1999 –> 2000-2009	2.7156396	1.1421238	7281.992782	223.503414	4	17
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1131	1.5837490	4263.694778	100.625545	6.9014566	1982-1999 –> 2000-2009	2.7227983	1.1390493	7295.404898	281.747605	7	17
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1131	1.5865283	4267.660979	86.107886	6.9016505	1982-1999 –> 2000-2009	2.7265154	1.1399870	7300.974158	228.461020	8	20
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1131	1.5769586	4253.975496	104.183500	6.8964699	1982-1999 –> 2000-2009	2.7288613	1.1519028	7307.544484	265.258803	5	21
SO	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1131	1.6011639	4288.431993	645.785484	7.6459469	1982-1999 –> 2000-2009	2.7313158	1.1301520	7304.866152	1382.520340	11	13
SO	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1131	1.6048361	4293.613866	466.204244	7.6895520	1982-1999 –> 2000-2009	2.7337044	1.1288683	7307.834234	995.496255	14	15
SO	(27.25,27.5]	4	cstar_tref ~ sal + temp + aou + nitrate	1131	1.5826904	4260.182393	88.128936	7.0157840	1982-1999 –> 2000-2009	2.7378284	1.1551380	7317.214862	245.815944	6	23
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	641	1.7261888	2532.943490	220.854952	5.9060169	2000-2009 –> 2010-2019	3.3031474	1.5769586	6786.918986	325.038452	1	4
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	641	1.7504459	2550.833233	131.420332	6.0409349	2000-2009 –> 2010-2019	3.3193798	1.5689339	6793.268756	217.755492	3	4
SO	(27.25,27.5]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	641	1.7504863	2548.862849	119.752360	6.0762327	2000-2009 –> 2010-2019	3.3240021	1.5735158	6795.894586	203.293520	4	6
SO	(27.25,27.5]	4	cstar_tref ~ sal + temp + aou + nitrate	641	1.7413603	2542.161790	209.521651	6.5347466	2000-2009 –> 2010-2019	3.3240507	1.5826904	6802.344183	297.650587	2	6
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	641	1.7804605	2572.629175	204.009331	6.0159795	2000-2009 –> 2010-2019	3.3642095	1.5837490	6836.323953	304.634876	8	13
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	641	1.7832548	2574.639578	128.669668	6.0031094	2000-2009 –> 2010-2019	3.3697831	1.5865283	6842.300557	214.777554	13	19
SO	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	641	1.7783343	2571.097303	892.740891	6.2624124	2000-2009 –> 2010-2019	3.3794982	1.6011639	6859.529296	1538.526375	5	14
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	641	1.7879513	2578.011527	258.958229	5.9916644	2000-2009 –> 2010-2019	3.3817359	1.5937846	6855.994502	374.661791	16	23
SO	(27.25,27.5]	4	cstar_tref ~ sal + temp + aou + phosphate_star	641	1.7818306	2571.615305	138.286354	5.8026818	2000-2009 –> 2010-2019	3.3817393	1.5999087	6856.273445	230.168736	9	17
SO	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	641	1.7795666	2571.985367	804.214974	6.2633092	2000-2009 –> 2010-2019	3.3844027	1.6048361	6865.599234	1270.419218	6	18
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1859	1.3430694	6386.265876	323.821721	4.7754457	1982-1999 –> 2000-2009	2.4660527	1.1229833	10903.742557	578.330730	1	2
SO	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + nitrate	1859	1.3582521	6426.060174	178.486802	5.3300003	1982-1999 –> 2000-2009	2.4845367	1.1262845	10950.149377	429.194148	2	5
SO	(27.5,27.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	1859	1.3877884	6506.044471	322.988652	5.0808059	1982-1999 –> 2000-2009	2.5123411	1.1245527	11025.618872	506.241799	3	5
SO	(27.5,27.75]	3	cstar_tref ~ temp + aou + nitrate	1859	1.4033718	6545.560898	171.121154	5.5246505	1982-1999 –> 2000-2009	2.5306215	1.1272497	11070.163377	328.901836	5	9
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1859	1.3937344	6523.940345	72.560223	4.7397377	1982-1999 –> 2000-2009	2.5424232	1.1486888	11107.820237	185.918999	4	9
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1859	1.4181187	6588.426712	384.610476	4.8050925	1982-1999 –> 2000-2009	2.5741947	1.1560759	11191.114666	660.123204	6	14
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + silicate	1859	1.4248690	6604.082557	54.389247	4.9688027	1982-1999 –> 2000-2009	2.5815814	1.1567123	11206.385190	118.918264	8	17
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1859	1.4242401	6604.440970	68.976980	4.8025748	1982-1999 –> 2000-2009	2.5849444	1.1607044	11218.851962	180.365403	7	20
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1859	1.4253445	6605.322890	563.908250	4.9384125	1982-1999 –> 2000-2009	2.5859980	1.1606536	11217.605466	1048.657543	9	21
SO	(27.5,27.75]	3	cstar_tref ~ sal + aou + nitrate	1859	1.4253782	6603.410814	46.623197	4.9414889	1982-1999 –> 2000-2009	2.5924951	1.1671170	11229.986761	109.416543	10	30
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1028	1.8288259	4172.491743	754.562175	6.6134900	2000-2009 –> 2010-2019	3.1718953	1.3430694	10558.757620	1078.383896	9	10
SO	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + nitrate	1028	1.8288271	4170.493124	478.319527	6.6156540	2000-2009 –> 2010-2019	3.1870793	1.3582521	10596.553298	656.806329	10	12
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1028	1.8234530	4166.442553	187.712808	6.8684774	2000-2009 –> 2010-2019	3.2171875	1.3937344	10690.382898	260.273032	7	11
SO	(27.5,27.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	1028	1.8310290	4172.966996	491.415775	6.8593793	2000-2009 –> 2010-2019	3.2188174	1.3877884	10679.011467	814.404427	16	19
SO	(27.5,27.75]	3	cstar_tref ~ temp + aou + nitrate	1028	1.8313040	4171.275800	303.945414	6.9220444	2000-2009 –> 2010-2019	3.2346758	1.4033718	10716.836698	475.066568	19	24
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1028	1.8131026	4152.738878	679.702988	6.8258066	2000-2009 –> 2010-2019	3.2384471	1.4253445	10758.061768	1243.611239	1	10
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + silicate	1028	1.8304846	4172.355655	94.671110	6.5894190	2000-2009 –> 2010-2019	3.2553537	1.4248690	10776.438212	149.060357	15	23
SO	(27.5,27.75]	3	cstar_tref ~ sal + aou + nitrate	1028	1.8311513	4171.104323	92.780718	6.5186093	2000-2009 –> 2010-2019	3.2565295	1.4253782	10774.515137	139.403915	18	28
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1028	1.8427829	4188.122898	809.360172	6.8233014	2000-2009 –> 2010-2019	3.2609017	1.4181187	10776.549610	1193.970648	31	37
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1028	1.8392433	4184.169991	173.967297	6.9158263	2000-2009 –> 2010-2019	3.2634834	1.4242401	10788.610960	242.944277	25	32
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	695	1.1033691	2123.056547	358.607620	4.9818230	1982-1999 –> 2000-2009	2.0380446	0.9346755	3756.012936	485.998866	1	2
SO	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	695	1.1139975	2134.381848	117.040150	5.4917338	1982-1999 –> 2000-2009	2.0635606	0.9495631	3784.269780	198.339236	2	10
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	695	1.1408083	2169.439066	85.991081	5.0932836	1982-1999 –> 2000-2009	2.0883760	0.9475677	3818.806813	120.067169	3	7
SO	(27.75,27.85]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	695	1.1564729	2188.395521	999.669953	5.3083382	1982-1999 –> 2000-2009	2.0996486	0.9431757	3832.197632	1429.918072	7	9
SO	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + silicate	695	1.1455907	2173.253941	227.815090	5.0768204	1982-1999 –> 2000-2009	2.1027349	0.9571442	3832.668411	324.936813	4	17
SO	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	695	1.1556354	2185.388525	14.260736	5.5981304	1982-1999 –> 2000-2009	2.1034330	0.9477976	3833.046907	30.645932	6	11
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	695	1.1598768	2192.480749	491.845063	5.3094366	1982-1999 –> 2000-2009	2.1082880	0.9484112	3842.914526	682.098230	8	14
SO	(27.75,27.85]	3	cstar_tref ~ temp + aou + nitrate	695	1.1455930	2171.256671	87.972067	5.0684947	1982-1999 –> 2000-2009	2.1092049	0.9636119	3836.739217	146.696219	5	21
SO	(27.75,27.85]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	695	1.1668239	2198.781358	478.924972	5.6958198	1982-1999 –> 2000-2009	2.1100325	0.9432085	3840.625195	822.416091	10	13
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	695	1.1640135	2197.429386	123.021711	5.3053951	1982-1999 –> 2000-2009	2.1163743	0.9523607	3852.841692	172.470181	9	18
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	507	1.7454602	2017.620195	498.745511	5.3190951	2000-2009 –> 2010-2019	2.8488294	1.1033691	4140.676743	857.353131	15	16
SO	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	507	1.7555760	2021.479832	248.214211	5.4018195	2000-2009 –> 2010-2019	2.8695735	1.1139975	4155.861680	365.254361	21	23
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	507	1.7026382	1992.433096	231.474956	5.6789381	2000-2009 –> 2010-2019	2.8699572	1.1673191	4193.804165	428.589973	1	11
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	507	1.7076154	1995.392935	126.696805	5.6496816	2000-2009 –> 2010-2019	2.8716289	1.1640135	4192.822321	249.718516	2	10
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	507	1.7157556	2000.215177	655.901591	5.6448694	2000-2009 –> 2010-2019	2.8756324	1.1598768	4192.695926	1147.746654	5	12
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	507	1.7437346	2016.617188	112.622386	5.3930815	2000-2009 –> 2010-2019	2.8845429	1.1408083	4186.056253	198.613467	13	16
SO	(27.75,27.85]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	507	1.7102288	1994.943637	95.834510	5.6827043	2000-2009 –> 2010-2019	2.9011151	1.1908862	4222.098103	228.099473	3	27
SO	(27.75,27.85]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	507	1.7135826	1996.930154	64.824531	5.6566876	2000-2009 –> 2010-2019	2.9018025	1.1882198	4220.968919	147.050905	4	25
SO	(27.75,27.85]	4	cstar_tref ~ temp + aou + silicate + phosphate	507	1.7188003	2000.012978	246.361785	5.6507731	2000-2009 –> 2010-2019	2.9037782	1.1849779	4220.254105	521.130368	7	26
SO	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate	507	1.7181723	1999.642447	429.427217	5.5772435	2000-2009 –> 2010-2019	2.9078956	1.1897233	4225.438876	815.191851	6	29
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	753	1.2346822	2468.406704	669.733419	6.3062809	1982-1999 –> 2000-2009	2.3132155	1.0785333	4619.599721	1261.005664	7	8
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	753	1.2304456	2463.230248	659.859616	6.3418462	1982-1999 –> 2000-2009	2.3190795	1.0886339	4627.753147	1252.915018	2	6
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	753	1.2334056	2466.848746	141.646630	6.3387034	1982-1999 –> 2000-2009	2.3228087	1.0894031	4632.381654	221.890488	4	9
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	753	1.2272866	2459.358858	701.768987	6.3904473	1982-1999 –> 2000-2009	2.3234296	1.0961430	4633.711566	1313.786730	1	10
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	753	1.2318548	2464.954062	754.543320	6.3207488	1982-1999 –> 2000-2009	2.3249870	1.0931322	4635.373549	1506.857618	3	11
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	753	1.2561944	2494.420178	225.310994	6.4306466	1982-1999 –> 2000-2009	2.3358357	1.0796413	4647.081587	417.305048	17	19
SO	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + nitrate	753	1.2357589	2467.719512	97.030559	6.3511682	1982-1999 –> 2000-2009	2.3368158	1.1010569	4646.468473	165.445043	8	21
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	753	1.2336341	2467.127817	188.036063	6.3458713	1982-1999 –> 2000-2009	2.3382986	1.1046644	4652.554438	407.685078	5	21
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	753	1.2465809	2482.850686	67.448172	6.5593527	1982-1999 –> 2000-2009	2.3439754	1.0973944	4658.835097	107.255405	14	24
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	753	1.2588116	2497.554579	277.980642	6.5553227	1982-1999 –> 2000-2009	2.3499036	1.0910920	4665.302688	408.250666	18	24
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	692	1.7402212	2744.563823	254.464424	6.6149585	2000-2009 –> 2010-2019	2.9738553	1.2336341	5211.691639	442.500487	1	5
SO	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	692	1.7587128	2757.192691	254.377242	7.1711828	2000-2009 –> 2010-2019	2.9931455	1.2344326	5223.294977	442.278238	2	7
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	692	1.7881936	2782.199945	107.426752	6.5046633	2000-2009 –> 2010-2019	3.0215991	1.2334056	5249.048692	249.073382	3	6
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	692	1.8269819	2811.899781	54.940456	7.9312550	2000-2009 –> 2010-2019	3.0735628	1.2465809	5294.750467	122.388628	10	23
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	692	1.8227283	2808.673827	279.153365	9.1860580	2000-2009 –> 2010-2019	3.0789227	1.2561944	5303.094005	504.464359	8	24
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	692	1.8224719	2808.479085	129.097681	9.1146590	2000-2009 –> 2010-2019	3.0812835	1.2588116	5306.033664	407.078323	7	24
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	692	1.8224179	2808.438128	54.500532	9.0591282	2000-2009 –> 2010-2019	3.0853655	1.2629476	5310.932751	169.302141	5	24
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	692	1.8224246	2808.443211	71.047912	9.0766267	2000-2009 –> 2010-2019	3.0894069	1.2669823	5315.741335	315.030316	6	26
SO	(27.85,27.95]	4	cstar_tref ~ temp + aou + nitrate + silicate	692	1.8541465	2830.326426	52.384004	9.1152784	2000-2009 –> 2010-2019	3.1009721	1.2468256	5311.472678	127.404263	25	39
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	692	1.8742816	2847.274907	196.197961	6.9434022	2000-2009 –> 2010-2019	3.1015682	1.2272866	5306.633765	897.966948	39	40
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	929	1.3103423	3152.583578	678.870741	5.0735830	1982-1999 –> 2000-2009	2.3552181	1.0448758	5670.959775	1413.074454	1	4
SO	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	929	1.3106703	3151.048694	675.703763	5.1033401	1982-1999 –> 2000-2009	2.3556410	1.0449707	5667.580292	1255.857109	2	6
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	929	1.3258767	3174.481091	260.846740	5.4386788	1982-1999 –> 2000-2009	2.3585392	1.0326625	5672.728317	601.706496	6	7
SO	(27.95,28.05]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	929	1.3264878	3173.337236	260.818866	5.4338463	1982-1999 –> 2000-2009	2.3696385	1.0431507	5686.884519	424.923465	12	14
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	929	1.3254457	3173.876966	545.925554	5.0344437	1982-1999 –> 2000-2009	2.3962688	1.0708231	5734.247871	1289.105570	5	13
SO	(27.95,28.05]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	929	1.3340226	3183.861327	238.962464	5.7163678	1982-1999 –> 2000-2009	2.3974639	1.0634413	5730.389487	469.932890	14	20
SO	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + phosphate	929	1.3259861	3172.634368	518.495711	4.9962733	1982-1999 –> 2000-2009	2.3984567	1.0724706	5733.637182	1086.395598	7	16
SO	(27.95,28.05]	3	cstar_tref ~ aou + phosphate + phosphate_star	929	1.3340894	3181.954366	235.067708	5.7277465	1982-1999 –> 2000-2009	2.4016170	1.0675276	5733.048368	390.746856	15	22
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	929	1.3237557	3171.506508	84.224159	5.1048999	1982-1999 –> 2000-2009	2.4017191	1.0779634	5743.255181	268.584531	3	15
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	929	1.3260219	3174.684597	583.917553	4.9868631	1982-1999 –> 2000-2009	2.4017533	1.0757313	5742.884643	1366.474206	8	18
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1581	1.1261420	4876.321730	258.797558	5.6484786	2000-2009 –> 2010-2019	2.4557448	1.3296029	8056.017105	540.823634	1	14
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1581	1.1750594	5010.773320	246.252383	6.2270549	2000-2009 –> 2010-2019	2.5009361	1.3258767	8185.254411	507.099124	3	9
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1581	1.1915677	5054.886912	68.231970	6.2108175	2000-2009 –> 2010-2019	2.5153234	1.3237557	8226.393420	152.456130	4	7
SO	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1581	1.1696534	4994.192626	244.769566	6.3697118	2000-2009 –> 2010-2019	2.5227818	1.3531284	8204.475363	522.752401	2	21
SO	(27.95,28.05]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	1581	1.1989460	5072.405892	240.959852	6.3221578	2000-2009 –> 2010-2019	2.5254338	1.3264878	8245.743129	501.778718	8	20
SO	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + silicate	1581	1.2057339	5090.257316	46.301002	6.1031634	2000-2009 –> 2010-2019	2.5296464	1.3239125	8259.983816	88.996198	10	14
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1581	1.1954866	5065.269188	81.042183	6.3142343	2000-2009 –> 2010-2019	2.5446585	1.3491719	8272.111257	167.274494	5	23
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1581	1.2509489	5208.662908	646.516026	6.8426215	2000-2009 –> 2010-2019	2.5612911	1.3103423	8361.246486	1325.386767	22	23
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1581	1.2064910	5094.241979	28.683588	6.5150044	2000-2009 –> 2010-2019	2.5626748	1.3561838	8310.715465	76.772568	11	31
SO	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1581	1.2534605	5213.005111	601.753646	6.6115261	2000-2009 –> 2010-2019	2.5641308	1.3106703	8364.053804	1277.457408	23	25
SO	(28.05,28.1]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	539	0.9114958	1443.719375	425.175279	6.4246564	1982-1999 –> 2000-2009	1.7128078	0.8013119	2882.665286	1134.888166	2	3
SO	(28.05,28.1]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	539	0.9124217	1442.813762	413.763897	6.4799210	1982-1999 –> 2000-2009	1.7398532	0.8274315	2917.930214	645.739250	3	5
SO	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	539	0.9062538	1437.501845	457.331766	6.4370234	1982-1999 –> 2000-2009	1.7449549	0.8387011	2930.716675	1212.465800	1	5
SO	(28.05,28.1]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	539	0.9137564	1444.389598	453.113584	6.6722319	1982-1999 –> 2000-2009	1.7539574	0.8402009	2937.730549	939.280954	4	9
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	539	0.9357256	1472.000961	115.425410	6.9203648	1982-1999 –> 2000-2009	1.7644294	0.8287038	2950.945772	573.176439	13	16
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	539	0.9278564	1462.896904	407.741303	6.9315732	1982-1999 –> 2000-2009	1.7934920	0.8656357	2993.727265	1190.757165	8	18
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	539	0.9404736	1477.457064	56.851981	7.0930839	1982-1999 –> 2000-2009	1.7948359	0.8543623	2992.687980	322.580474	15	21
SO	(28.05,28.1]	4	cstar_tref ~ temp + aou + silicate + phosphate	539	0.9359205	1470.225510	71.907358	6.9012042	1982-1999 –> 2000-2009	1.7950227	0.8591021	2990.040066	110.049756	14	22
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	539	0.9258542	1460.568220	522.166897	6.8691029	1982-1999 –> 2000-2009	1.7951899	0.8693357	2996.474178	1270.466221	6	18
SO	(28.05,28.1]	4	cstar_tref ~ temp + aou + nitrate + phosphate	539	0.9305953	1464.074398	407.667520	7.0545984	1982-1999 –> 2000-2009	1.7987247	0.8681294	2996.327938	910.830186	11	22
SO	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	938	1.0391509	2747.974461	403.149390	4.9514992	2000-2009 –> 2010-2019	1.9454047	0.9062538	4185.476306	860.481157	2	3
SO	(28.05,28.1]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	938	1.0529122	2772.655029	241.284756	5.0661551	2000-2009 –> 2010-2019	1.9644081	0.9114958	4216.374404	666.460036	7	9
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	938	1.0461900	2760.639462	565.950220	5.0233753	2000-2009 –> 2010-2019	1.9720442	0.9258542	4221.207682	1088.117117	3	9
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	938	1.0500272	2767.507628	414.384103	5.0609868	2000-2009 –> 2010-2019	1.9778836	0.9278564	4230.404533	822.125406	4	12
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	938	1.0591325	2783.705243	81.480543	5.0846589	2000-2009 –> 2010-2019	1.9836291	0.9244966	4242.691603	201.244030	10	15
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	938	1.0502394	2767.886670	452.534022	5.0758153	2000-2009 –> 2010-2019	1.9900619	0.9398225	4244.597167	909.497058	5	20
SO	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + nitrate	938	1.0618431	2786.500355	80.659332	5.1144494	2000-2009 –> 2010-2019	1.9919500	0.9301069	4250.008746	200.344879	13	23
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	938	1.0591060	2783.658246	35.852227	5.1466536	2000-2009 –> 2010-2019	1.9995796	0.9404736	4261.115311	92.704208	9	25
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	938	1.0690825	2801.247067	88.812792	5.1938850	2000-2009 –> 2010-2019	2.0048081	0.9357256	4273.248028	204.238202	16	29
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	938	1.0687258	2800.620896	44.464174	5.2123094	2000-2009 –> 2010-2019	2.0177233	0.9489976	4287.804389	101.293505	15	34
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	143	0.4235722	174.133502	541.670054	1.2017869	1982-1999 –> 2000-2009	0.7364834	0.3129112	277.090991	1136.836892	2	9
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	143	0.4235623	174.126791	605.269157	1.2054711	1982-1999 –> 2000-2009	0.7397715	0.3162092	280.711997	1295.909219	1	12
SO	(28.1,28.15]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	143	0.4504237	189.712394	252.394822	1.1710641	1982-1999 –> 2000-2009	0.7402851	0.2898614	264.195210	512.336861	8	10
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	143	0.4235856	172.142486	442.563501	1.2037171	1982-1999 –> 2000-2009	0.7578428	0.3342572	295.933038	766.980142	3	21
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + phosphate	143	0.4711172	202.558967	101.158008	1.1977740	1982-1999 –> 2000-2009	0.7742245	0.3031074	292.502489	210.406924	9	13
SO	(28.1,28.15]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	143	0.4960516	217.308894	294.893864	1.4447845	1982-1999 –> 2000-2009	0.7847221	0.2886705	290.367184	940.182405	13	14
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	143	0.4799588	207.876709	231.378305	1.2114549	1982-1999 –> 2000-2009	0.7929433	0.3129844	308.915198	395.443585	10	18
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + phosphate_star	143	0.4823575	209.302461	142.031739	1.2159823	1982-1999 –> 2000-2009	0.7966467	0.3142893	311.780424	251.758864	11	20
SO	(28.1,28.15]	3	cstar_tref ~ aou + phosphate + phosphate_star	143	0.5010104	218.153717	156.945045	1.5089565	1982-1999 –> 2000-2009	0.7969019	0.2958915	297.760649	384.379462	14	17
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	143	0.4900615	213.834273	186.094476	1.2436454	1982-1999 –> 2000-2009	0.8068764	0.3168148	319.081520	329.625322	12	25
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	269	0.4703126	371.544468	274.969024	1.4844894	2000-2009 –> 2010-2019	0.8916426	0.4213300	544.159992	880.387664	3	4
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	269	0.4694577	370.565690	571.779293	1.4866629	2000-2009 –> 2010-2019	0.8930428	0.4235851	544.707873	1363.785353	1	5
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	269	0.4699014	371.073873	370.830105	1.4860482	2000-2009 –> 2010-2019	0.8934736	0.4235722	545.207376	912.500159	2	5
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	269	0.4718507	373.301062	398.306258	1.5207579	2000-2009 –> 2010-2019	0.8954130	0.4235623	547.427853	1003.575415	5	7
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	269	0.4786773	379.028887	276.256533	1.5210511	2000-2009 –> 2010-2019	0.9022628	0.4235856	551.171373	718.820034	9	14
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	269	0.4730488	374.665370	253.018401	1.4923961	2000-2009 –> 2010-2019	0.9048987	0.4318499	554.334130	900.232213	6	12
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + silicate	269	0.4731394	372.768476	8.405472	1.4768661	2000-2009 –> 2010-2019	0.9097062	0.4365668	553.544100	22.524212	8	15
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + nitrate + silicate	269	0.4731204	372.746859	13.888272	1.5060400	2000-2009 –> 2010-2019	0.9128412	0.4397208	555.581273	44.909567	7	15
SO	(28.1,28.15]	4	cstar_tref ~ sal + temp + silicate + phosphate	269	0.4712603	370.627503	20.022431	1.4793154	2000-2009 –> 2010-2019	0.9139582	0.4426979	555.391757	67.821722	4	13
SO	(28.1,28.15]	3	cstar_tref ~ sal + temp + silicate	269	0.4788264	377.196466	6.443997	1.5216363	2000-2009 –> 2010-2019	0.9252039	0.4463776	562.328105	16.717610	10	20
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1196	0.7803173	2814.754167	825.765630	3.6395546	1982-1999 –> 2000-2009	1.6828688	0.9025515	6264.581623	1485.044729	1	27
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1196	0.7856195	2830.952633	683.692424	3.9189769	1982-1999 –> 2000-2009	1.6868301	0.9012106	6276.899690	1320.077516	2	13
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1196	0.7918864	2849.958104	418.464164	3.6887332	1982-1999 –> 2000-2009	1.6932943	0.9014079	6296.476425	882.095261	3	19
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1196	0.7925391	2851.928872	623.082880	3.6659886	1982-1999 –> 2000-2009	1.6938161	0.9012770	6298.068067	1251.720890	5	17
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1196	0.8001384	2874.755405	138.056011	4.0118623	1982-1999 –> 2000-2009	1.6986182	0.8984798	6312.781607	316.779740	7	12
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1196	0.8006987	2876.429750	507.694975	3.7224391	1982-1999 –> 2000-2009	1.7019935	0.9012948	6322.620624	1097.752230	8	21
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1196	0.8096237	2902.944760	55.161226	4.0479163	1982-1999 –> 2000-2009	1.7071378	0.8975141	6338.164379	139.945896	9	10
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1196	0.8104843	2905.486020	56.391323	4.0668740	1982-1999 –> 2000-2009	1.7082221	0.8977378	6341.355956	140.772981	10	12
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1196	0.8108868	2906.673720	56.870821	4.0709846	1982-1999 –> 2000-2009	1.7086308	0.8977440	6342.561735	165.619199	11	14
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1196	0.7924675	2851.712729	163.748595	3.6436573	1982-1999 –> 2000-2009	1.7103479	0.9178804	6345.496026	345.097649	4	35
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1770	0.8569551	4490.573335	639.637920	5.1463224	2000-2009 –> 2010-2019	1.6372723	0.7803173	7305.327503	1465.403550	15	16
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1770	0.8535832	4476.617189	616.685752	5.0749571	2000-2009 –> 2010-2019	1.6392027	0.7856195	7307.569821	1300.378176	6	8
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1770	0.8527248	4473.055305	148.351702	5.0761094	2000-2009 –> 2010-2019	1.6451923	0.7924675	7324.768034	312.100297	4	8
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1770	0.8558043	4485.816637	361.020387	5.1735072	2000-2009 –> 2010-2019	1.6476908	0.7918864	7335.774741	779.484551	10	13
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1770	0.8560673	4486.904346	483.378084	5.1863171	2000-2009 –> 2010-2019	1.6486065	0.7925391	7338.833218	1106.460964	12	17
SO	(28.1,28.2]	4	cstar_tref ~ sal + temp + aou + nitrate	1770	0.8572261	4489.692829	138.325092	5.3483111	2000-2009 –> 2010-2019	1.6502401	0.7930140	7341.054410	301.716940	16	22
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1770	0.8518911	4469.592593	137.640787	5.1167601	2000-2009 –> 2010-2019	1.6520295	0.8001384	7344.347998	275.696798	2	9
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1770	0.8559207	4486.297841	404.299859	5.1798477	2000-2009 –> 2010-2019	1.6566194	0.8006987	7362.727591	911.994834	11	19
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1770	0.8516362	4468.533158	43.666824	5.1286700	2000-2009 –> 2010-2019	1.6625230	0.8108868	7375.206877	100.537645	1	12
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1770	0.8520870	4470.406480	49.493055	5.1278883	2000-2009 –> 2010-2019	1.6625713	0.8104843	7375.892501	105.884379	3	13
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	190	0.3145034	113.627736	252.529716	1.1697019	1982-1999 –> 2000-2009	0.5114582	0.1969548	31.705061	847.838135	2	5
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	190	0.3143715	113.468272	511.602822	1.1704572	1982-1999 –> 2000-2009	0.5118698	0.1974983	32.829886	1431.085449	1	5
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	190	0.3148665	114.066121	301.112363	1.1531618	1982-1999 –> 2000-2009	0.5131862	0.1983198	35.361932	949.126621	3	8
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	190	0.3169674	114.593267	101.457239	1.0594689	1982-1999 –> 2000-2009	0.5386422	0.2216747	85.769077	510.090025	4	23
SO	(28.15,28.2]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	190	0.3817759	185.286435	141.808719	1.2324945	1982-1999 –> 2000-2009	0.5702475	0.1884717	80.847414	654.566493	8	9
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + phosphate	190	0.3951907	198.409682	24.353481	1.2542670	1982-1999 –> 2000-2009	0.5919441	0.1967534	114.010228	162.813891	11	13
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	190	0.4013127	204.251234	65.331105	1.2582989	1982-1999 –> 2000-2009	0.6042600	0.2029472	134.295497	244.979932	12	19
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + phosphate_star	190	0.4033403	206.166312	54.115643	1.2628733	1982-1999 –> 2000-2009	0.6072646	0.2039242	138.448537	163.852395	13	21
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	190	0.4100126	212.401013	60.098711	1.2941577	1982-1999 –> 2000-2009	0.6176456	0.2076330	153.082247	210.348297	15	25
SO	(28.15,28.2]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	190	0.4292627	229.835861	136.737417	1.5228489	1982-1999 –> 2000-2009	0.6287724	0.1995097	151.919437	1083.304183	17	23
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	336	0.3601839	281.320223	434.673438	1.1561379	2000-2009 –> 2010-2019	0.6739849	0.3138010	394.098276	679.744803	1	3
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	336	0.3608300	282.524604	567.900692	1.1678436	2000-2009 –> 2010-2019	0.6752015	0.3143715	395.992877	1079.503514	3	6
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	336	0.3607176	282.315281	376.728570	1.1670648	2000-2009 –> 2010-2019	0.6752211	0.3145034	395.943017	629.258286	2	6
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	336	0.3614122	283.608062	426.166888	1.1615691	2000-2009 –> 2010-2019	0.6762787	0.3148665	397.674182	727.279251	4	9
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	336	0.3644922	289.310531	628.897622	1.1874050	2000-2009 –> 2010-2019	0.6773831	0.3128909	400.984935	912.147535	6	7
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	336	0.3621634	283.003381	284.064641	1.1485958	2000-2009 –> 2010-2019	0.6791309	0.3169674	397.596648	385.521880	5	11
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + silicate	336	0.3647992	287.876332	6.134026	1.1996113	2000-2009 –> 2010-2019	0.6849602	0.3201610	406.279102	12.225641	7	14
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + silicate	336	0.3648648	287.997176	20.789435	1.2050296	2000-2009 –> 2010-2019	0.6942118	0.3293470	417.149350	28.870282	8	16
SO	(28.15,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate	336	0.3648827	288.030135	30.139761	1.2210233	2000-2009 –> 2010-2019	0.6972036	0.3323209	420.598212	42.350307	9	18
SO	(28.15,28.2]	3	cstar_tref ~ sal + temp + silicate	336	0.3649293	286.115957	5.498792	1.2139172	2000-2009 –> 2010-2019	0.7493447	0.3844155	472.020677	9.849008	10	21
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1767	0.7677296	4094.430252	223.229492	3.9378564	1982-1999 –> 2000-2009	1.2863940	0.5186644	6462.845680	448.951180	1	2
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1767	0.7678273	4094.879587	43.242579	3.9215160	1982-1999 –> 2000-2009	1.3306557	0.5628284	6715.639564	63.377940	2	5
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1767	0.7715766	4112.094194	214.671981	3.6971775	1982-1999 –> 2000-2009	1.3359614	0.5643848	6741.381615	530.390027	9	13
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1767	0.7712345	4110.526815	142.063008	3.6752156	1982-1999 –> 2000-2009	1.3403561	0.5691216	6765.623588	191.251637	6	11
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1767	0.7771196	4137.391866	244.440859	3.7215907	1982-1999 –> 2000-2009	1.3469853	0.5698657	6796.523274	292.669955	20	26
SO	(28.2, Inf]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1767	0.7914675	4200.044608	216.149734	4.2551102	1982-1999 –> 2000-2009	1.3523530	0.5608855	6808.126272	349.502674	32	34
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1767	0.7749245	4127.395289	329.416980	3.6758096	1982-1999 –> 2000-2009	1.3525229	0.5775984	6828.147025	401.001005	17	24
SO	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	1767	0.8082778	4274.318761	8.245121	4.0425511	1982-1999 –> 2000-2009	1.3879543	0.5796765	6984.160340	23.546809	44	52
SO	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + silicate	1767	0.7678297	4092.890762	30.716758	3.9204176	1982-1999 –> 2000-2009	1.3960697	0.6282400	7051.168391	43.296356	3	12
SO	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1767	0.7715956	4110.181479	68.779368	3.7029976	1982-1999 –> 2000-2009	1.4011693	0.6295736	7075.007668	114.173130	10	21
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2771	0.6929376	5844.866876	162.900918	3.9673815	2000-2009 –> 2010-2019	1.4606673	0.7677296	9939.297128	386.130410	2	3
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2771	0.6935608	5849.848895	18.362730	3.8552736	2000-2009 –> 2010-2019	1.4613881	0.7678273	9944.728482	61.605309	3	5
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	2771	0.6918838	5836.432027	151.828325	3.8005261	2000-2009 –> 2010-2019	1.4634603	0.7715766	9948.526221	366.500306	1	10
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2771	0.6941527	5854.576546	61.720297	3.7919566	2000-2009 –> 2010-2019	1.4653872	0.7712345	9965.103361	203.783305	4	10
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	2771	0.7009181	5908.328558	203.112587	3.5385684	2000-2009 –> 2010-2019	1.4717334	0.7708154	10016.934488	441.562538	7	12
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2771	0.6955361	5865.610109	83.044112	3.8157650	2000-2009 –> 2010-2019	1.4726557	0.7771196	10003.001975	327.484971	5	25
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2771	0.7028063	5923.238195	73.312662	3.5686704	2000-2009 –> 2010-2019	1.4727077	0.7699014	10027.651347	205.213074	8	12
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2771	0.6985598	5889.651128	133.624957	3.8009280	2000-2009 –> 2010-2019	1.4734843	0.7749245	10017.046416	463.041937	6	23
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2771	0.7033294	5927.361562	59.120622	3.6105757	2000-2009 –> 2010-2019	1.4746395	0.7713101	10038.235091	178.491697	9	17
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2771	0.7074658	5959.859925	73.825930	3.6350677	2000-2009 –> 2010-2019	1.4802768	0.7728110	10077.603430	205.420782	10	24
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1628	0.5482187	2676.943945	237.128247	2.7222244	1982-1999 –> 2000-2009	1.2944864	0.7462678	7009.054522	481.884694	5	10
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1628	0.5436832	2649.894776	179.919522	2.6644380	1982-1999 –> 2000-2009	1.2995545	0.7558713	7031.029444	385.526752	1	15
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1628	0.5548135	2715.878798	994.490036	2.7006879	1982-1999 –> 2000-2009	1.3005717	0.7457581	7045.369980	1786.273259	9	11
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1628	0.5552023	2718.159413	461.744177	2.7139038	1982-1999 –> 2000-2009	1.3023367	0.7471344	7054.719718	997.518377	11	17
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1628	0.5442831	2653.485649	78.812817	2.6784088	1982-1999 –> 2000-2009	1.3056474	0.7613642	7062.381174	164.863507	2	23
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1628	0.5446088	2655.433093	75.665576	2.6871995	1982-1999 –> 2000-2009	1.3058839	0.7612751	7063.879727	163.245663	3	22
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1628	0.5452991	2659.557885	77.144582	2.7022889	1982-1999 –> 2000-2009	1.3064160	0.7611168	7067.207300	162.056723	4	22
SO	(28.2,28.3]	4	cstar_tref ~ sal + temp + aou + nitrate	1628	0.5615873	2753.390652	206.099820	2.5685076	1982-1999 –> 2000-2009	1.3087674	0.7471801	7088.185570	402.022420	18	25
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1628	0.5556431	2720.743325	658.718721	2.7282769	1982-1999 –> 2000-2009	1.3106677	0.7550246	7097.580696	1443.958230	12	24
SO	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1628	0.5549213	2714.510851	985.957949	2.6954790	1982-1999 –> 2000-2009	1.3121857	0.7572644	7100.705061	1665.651496	10	26
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2169	0.6445020	4263.769916	254.082581	3.3284888	2000-2009 –> 2010-2019	1.1881852	0.5436832	6913.664692	434.002103	1	2
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2169	0.6445616	4264.171136	78.721725	3.2629606	2000-2009 –> 2010-2019	1.1888447	0.5442831	6917.656785	157.534542	3	5
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2169	0.6445215	4263.901557	67.662896	3.2891364	2000-2009 –> 2010-2019	1.1891303	0.5446088	6919.334650	143.328472	2	5
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2169	0.6449498	4266.782859	77.033474	3.2867313	2000-2009 –> 2010-2019	1.1902489	0.5452991	6926.340744	154.178056	4	8
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2169	0.6455916	4271.098034	262.252028	3.2198620	2000-2009 –> 2010-2019	1.1938103	0.5482187	6948.041979	499.380275	5	10
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2169	0.6461343	4274.743184	497.198538	3.3609750	2000-2009 –> 2010-2019	1.2009479	0.5548135	6990.621981	1491.688574	8	17
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2169	0.6458499	4272.832849	297.559826	3.4483723	2000-2009 –> 2010-2019	1.2010521	0.5552023	6990.992261	759.304003	6	17
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2169	0.6460466	4274.153795	430.442866	3.3783320	2000-2009 –> 2010-2019	1.2016896	0.5556431	6994.897120	1089.161587	7	19
SO	(28.2,28.3]	4	cstar_tref ~ sal + aou + silicate + phosphate	2169	0.6572202	4346.540044	41.951648	3.1102549	2000-2009 –> 2010-2019	1.2064692	0.5492490	7027.597440	70.817286	13	19
SO	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + silicate	2169	0.6579623	4351.435245	40.806159	3.1550553	2000-2009 –> 2010-2019	1.2124804	0.5545181	7063.579879	67.941359	15	23
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	2988	1.0312292	8677.347809	484.460811	6.1025604	1982-1999 –> 2000-2009	2.0369880	1.0057587	18353.532549	1110.015215	5	6
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2988	1.0218876	8622.966107	175.156766	6.0864816	1982-1999 –> 2000-2009	2.0466654	1.0247778	18426.202020	401.854558	3	6
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2988	1.0213747	8619.965688	321.107128	6.1898821	1982-1999 –> 2000-2009	2.0571485	1.0357738	18495.586063	682.348548	1	7
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2988	1.0216115	8621.351286	430.704026	6.1752596	1982-1999 –> 2000-2009	2.0944519	1.0728404	18735.432951	1094.735287	2	17
SO	(28.3, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate	2988	1.0219992	8621.618919	46.559371	6.0079690	1982-1999 –> 2000-2009	2.0949557	1.0729565	18734.434434	115.793358	4	20
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2988	1.0405373	8731.046133	510.576168	5.9615148	1982-1999 –> 2000-2009	2.0956552	1.0551179	18732.158615	961.668207	8	19
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	2988	1.0994098	9059.943243	362.667541	3.6420993	1982-1999 –> 2000-2009	2.1086486	1.0092388	18759.554132	781.406947	40	42
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2988	1.0672439	8882.492072	50.579468	3.8594834	1982-1999 –> 2000-2009	2.1089643	1.0417203	18796.937400	114.559204	21	28
SO	(28.3, Inf]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2988	1.0467428	8766.579776	444.004869	5.5543100	1982-1999 –> 2000-2009	2.1229247	1.0761819	18901.751766	1115.831576	12	35
SO	(28.3, Inf]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	2988	1.0467544	8764.646020	190.534583	5.5785385	1982-1999 –> 2000-2009	2.1229390	1.0761846	18897.835020	305.969366	13	37
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	4853	1.0735287	14474.868371	268.134940	7.3294305	2000-2009 –> 2010-2019	2.0949034	1.0213747	23094.834059	589.242068	4	5
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	4853	1.0762193	14499.164554	196.135859	7.3273780	2000-2009 –> 2010-2019	2.0981069	1.0218876	23122.130661	371.292625	10	13
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	4853	1.0787732	14522.169652	610.483988	7.1059389	2000-2009 –> 2010-2019	2.1003847	1.0216115	23143.520937	1041.188014	12	14
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	4853	1.0749053	14487.306424	436.747033	7.3704694	2000-2009 –> 2010-2019	2.1061345	1.0312292	23164.654234	921.207844	7	12
SO	(28.3, Inf]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	4853	1.0634561	14383.369939	651.820863	7.5052626	2000-2009 –> 2010-2019	2.1101989	1.0467428	23149.949714	1095.825732	2	14
SO	(28.3, Inf]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	4853	1.0727781	14468.079924	784.918199	7.2162053	2000-2009 –> 2010-2019	2.1118256	1.0390474	23190.563518	1345.327527	3	9
SO	(28.3, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate	4853	1.0901439	14621.939561	65.045530	7.0324235	2000-2009 –> 2010-2019	2.1121432	1.0219992	23243.558481	111.604901	19	23
SO	(28.3, Inf]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	4853	1.0744441	14483.141648	664.206023	7.2157911	2000-2009 –> 2010-2019	2.1171575	1.0427134	23226.672591	1127.580977	5	14
SO	(28.3, Inf]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	4853	1.0750327	14486.457239	169.092339	7.3794664	2000-2009 –> 2010-2019	2.1217871	1.0467544	23251.103259	359.626922	8	21
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	4853	1.0624906	14374.554309	640.081124	7.4528529	2000-2009 –> 2010-2019	2.1268314	1.0643408	23240.768299	1068.416338	1	18

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	2.2719080	423.63974
Atlantic	(-Inf,26]	2000-2009 –> 2010-2019	1.8101902	348.41503
Atlantic	(26,26.5]	1982-1999 –> 2000-2009	6.9390436	3302.66422
Atlantic	(26,26.5]	2000-2009 –> 2010-2019	7.0074890	3131.87361
Atlantic	(26.5,26.75]	1982-1999 –> 2000-2009	5.6467542	3384.36199
Atlantic	(26.5,26.75]	2000-2009 –> 2010-2019	7.0076798	3671.15160
Atlantic	(26.75,27]	1982-1999 –> 2000-2009	3.5474002	4343.31265
Atlantic	(26.75,27]	2000-2009 –> 2010-2019	4.4701491	5025.61497
Atlantic	(27,27.25]	1982-1999 –> 2000-2009	2.4336488	4521.43507
Atlantic	(27,27.25]	2000-2009 –> 2010-2019	2.8054836	4901.53438
Atlantic	(27.25,27.5]	1982-1999 –> 2000-2009	2.2668177	4441.61152
Atlantic	(27.25,27.5]	2000-2009 –> 2010-2019	2.6964652	5296.45793
Atlantic	(27.5,27.75]	1982-1999 –> 2000-2009	2.4356033	7028.91583
Atlantic	(27.5,27.75]	2000-2009 –> 2010-2019	2.6074019	7849.01889
Atlantic	(27.75,27.85]	1982-1999 –> 2000-2009	2.0289366	1885.82518
Atlantic	(27.75,27.85]	2000-2009 –> 2010-2019	2.0989960	2338.09563
Atlantic	(27.85,27.95]	1982-1999 –> 2000-2009	3.8687997	3026.24307
Atlantic	(27.85,27.95]	2000-2009 –> 2010-2019	4.0338522	3069.52645
Atlantic	(27.95,28.05]	1982-1999 –> 2000-2009	4.5087831	5432.34442
Atlantic	(27.95,28.05]	2000-2009 –> 2010-2019	4.5124242	5034.99907
Atlantic	(28.05,28.1]	1982-1999 –> 2000-2009	0.3317043	-457.34823
Atlantic	(28.05,28.1]	2000-2009 –> 2010-2019	0.3177147	-532.28584
Atlantic	(28.1,28.15]	1982-1999 –> 2000-2009	0.3251572	-666.05976
Atlantic	(28.1,28.15]	2000-2009 –> 2010-2019	0.3279400	-673.67487
Atlantic	(28.15,28.2]	1982-1999 –> 2000-2009	0.4249475	-443.08501
Atlantic	(28.15,28.2]	2000-2009 –> 2010-2019	0.4070481	-648.16551
Atlantic	(28.2, Inf]	1982-1999 –> 2000-2009	0.3381858	-1743.30800
Atlantic	(28.2, Inf]	2000-2009 –> 2010-2019	0.3284412	-1924.89720
Indian	(-Inf,26]	1982-1999 –> 2000-2009	3.4300060	2830.92783
Indian	(-Inf,26]	2000-2009 –> 2010-2019	3.0676134	1530.89719
Indian	(26,26.5]	1982-1999 –> 2000-2009	3.7257130	5271.33781
Indian	(26,26.5]	2000-2009 –> 2010-2019	2.8923271	2622.96762
Indian	(26.5,26.75]	1982-1999 –> 2000-2009	2.5138618	4160.32364
Indian	(26.5,26.75]	2000-2009 –> 2010-2019	2.0624233	2249.62249
Indian	(26.75,27]	1982-1999 –> 2000-2009	2.3963271	5816.59840
Indian	(26.75,27]	2000-2009 –> 2010-2019	2.2610443	3785.58730
Indian	(27,27.25]	1982-1999 –> 2000-2009	2.7660959	5735.43398
Indian	(27,27.25]	2000-2009 –> 2010-2019	2.7182403	3657.42170
Indian	(27.25,27.5]	1982-1999 –> 2000-2009	2.7565878	6545.85473
Indian	(27.25,27.5]	2000-2009 –> 2010-2019	2.9173289	4104.85149
Indian	(27.5,27.75]	1982-1999 –> 2000-2009	2.0942268	6717.63324
Indian	(27.5,27.75]	2000-2009 –> 2010-2019	2.4027806	4902.19747
Indian	(27.75,27.85]	1982-1999 –> 2000-2009	1.2350210	1702.42404
Indian	(27.75,27.85]	2000-2009 –> 2010-2019	1.4119330	1401.68968
Indian	(27.85,27.95]	1982-1999 –> 2000-2009	1.2450659	1987.65622
Indian	(27.85,27.95]	2000-2009 –> 2010-2019	1.3255141	1501.78799
Indian	(27.95,28.05]	1982-1999 –> 2000-2009	1.4034787	2691.21473
Indian	(27.95,28.05]	2000-2009 –> 2010-2019	1.1871203	1447.08238
Indian	(28.05,28.1]	1982-1999 –> 2000-2009	0.8955466	875.07088
Indian	(28.05,28.1]	2000-2009 –> 2010-2019	0.8332173	391.98006
Indian	(28.1,28.2]	1982-1999 –> 2000-2009	0.6658761	1021.40244
Indian	(28.1,28.2]	2000-2009 –> 2010-2019	0.6037926	479.99172
Indian	(28.2,28.3]	1982-1999 –> 2000-2009	0.4683376	-439.50974
Indian	(28.2,28.3]	2000-2009 –> 2010-2019	0.4424878	-402.28876
Indian	(28.3, Inf]	1982-1999 –> 2000-2009	0.1519361	-3692.80605
Indian	(28.3, Inf]	2000-2009 –> 2010-2019	0.1246843	-2492.46367
N_Atlantic	(26.5,26.75]	1982-1999 –> 2000-2009	2.3472743	644.46255
N_Atlantic	(26.5,26.75]	2000-2009 –> 2010-2019	1.6481047	486.32393
N_Atlantic	(26.75,27]	1982-1999 –> 2000-2009	2.5728899	1839.49124
N_Atlantic	(26.75,27]	2000-2009 –> 2010-2019	2.9928926	1175.15568
N_Atlantic	(27,27.25]	1982-1999 –> 2000-2009	2.5320969	2860.92905
N_Atlantic	(27,27.25]	2000-2009 –> 2010-2019	3.0429010	3089.13665
N_Atlantic	(27.25,27.5]	1982-1999 –> 2000-2009	3.6061587	7963.76358
N_Atlantic	(27.25,27.5]	2000-2009 –> 2010-2019	3.9271209	8589.27163
N_Atlantic	(27.5,27.75]	1982-1999 –> 2000-2009	2.2825307	13414.33318
N_Atlantic	(27.5,27.75]	2000-2009 –> 2010-2019	2.4292348	14380.67638
N_Atlantic	(27.75,27.85]	1982-1999 –> 2000-2009	0.6854687	1225.55664
N_Atlantic	(27.75,27.85]	2000-2009 –> 2010-2019	0.7473832	1485.25252
N_Atlantic	(27.85,27.95]	1982-1999 –> 2000-2009	0.5706235	518.38168
N_Atlantic	(27.85,27.95]	2000-2009 –> 2010-2019	0.6196050	734.54739
N_Atlantic	(27.95,28.05]	1982-1999 –> 2000-2009	0.4000713	-633.60249
N_Atlantic	(27.95,28.05]	2000-2009 –> 2010-2019	0.3498685	-949.79216
N_Atlantic	(28.05,28.1]	1982-1999 –> 2000-2009	0.2512541	-1089.25026
N_Atlantic	(28.05,28.1]	2000-2009 –> 2010-2019	0.2127116	-1331.31062
N_Atlantic	(28.1,28.15]	1982-1999 –> 2000-2009	0.2571501	-1561.32920
N_Atlantic	(28.1,28.15]	2000-2009 –> 2010-2019	0.2464064	-1859.10042
N_Atlantic	(28.15,28.2]	1982-1999 –> 2000-2009	0.2814616	-2179.09136
N_Atlantic	(28.15,28.2]	2000-2009 –> 2010-2019	0.2731780	-3172.93906
N_Atlantic	(28.2, Inf]	1982-1999 –> 2000-2009	0.3216174	-74.19459
N_Atlantic	(28.2, Inf]	2000-2009 –> 2010-2019	0.3990094	-124.69505
N_Pacific	(-Inf,26]	1982-1999 –> 2000-2009	2.3258989	246.39047
N_Pacific	(-Inf,26]	2000-2009 –> 2010-2019	3.1640658	569.14485
N_Pacific	(26,26.5]	1982-1999 –> 2000-2009	2.3214245	1236.00864
N_Pacific	(26,26.5]	2000-2009 –> 2010-2019	2.2490363	1932.27040
N_Pacific	(26.5,26.75]	1982-1999 –> 2000-2009	1.7347076	1416.61046
N_Pacific	(26.5,26.75]	2000-2009 –> 2010-2019	2.2888239	3072.05776
N_Pacific	(26.75,27]	1982-1999 –> 2000-2009	1.7158867	2349.78515
N_Pacific	(26.75,27]	2000-2009 –> 2010-2019	1.7738919	3356.28622
N_Pacific	(27,27.25]	1982-1999 –> 2000-2009	1.2712249	2840.22405
N_Pacific	(27,27.25]	2000-2009 –> 2010-2019	1.3049735	3683.27394
N_Pacific	(27.25,27.5]	1982-1999 –> 2000-2009	0.5050712	295.86977
N_Pacific	(27.25,27.5]	2000-2009 –> 2010-2019	0.5190351	279.18921
N_Pacific	(27.5,27.75]	1982-1999 –> 2000-2009	0.3951682	-778.35399
N_Pacific	(27.5,27.75]	2000-2009 –> 2010-2019	0.3377261	-1687.67848
N_Pacific	(27.75,27.85]	1982-1999 –> 2000-2009	0.1289659	-1257.75039
N_Pacific	(27.75,27.85]	2000-2009 –> 2010-2019	0.1455520	-1671.12814
N_Pacific	(27.85,27.95]	1982-1999 –> 2000-2009	0.2976740	-622.18693
N_Pacific	(27.85,27.95]	2000-2009 –> 2010-2019	0.2243666	-1527.99195
N_Pacific	(27.95,28.05]	1982-1999 –> 2000-2009	0.2586278	-721.11906
N_Pacific	(27.95,28.05]	2000-2009 –> 2010-2019	0.2143652	-1728.35243
N_Pacific	(28.05,28.1]	1982-1999 –> 2000-2009	0.1970003	-708.22275
N_Pacific	(28.05,28.1]	2000-2009 –> 2010-2019	0.1774039	-1540.17868
N_Pacific	(28.1,28.2]	1982-1999 –> 2000-2009	0.1541022	-2161.79051
N_Pacific	(28.1,28.2]	2000-2009 –> 2010-2019	0.1494139	-3671.56291
N_Pacific	(28.2,28.3]	1982-1999 –> 2000-2009	0.2084456	-5726.30959
N_Pacific	(28.2,28.3]	2000-2009 –> 2010-2019	0.1935001	-12423.53127
N_Pacific	(28.3, Inf]	1982-1999 –> 2000-2009	0.0124963	-131.73633
N_Pacific	(28.3, Inf]	2000-2009 –> 2010-2019	0.0075343	-257.68115
Pacific	(-Inf,26]	1982-1999 –> 2000-2009	9.6500841	18189.77821
Pacific	(-Inf,26]	2000-2009 –> 2010-2019	9.6302595	33167.06485
Pacific	(26,26.5]	1982-1999 –> 2000-2009	6.1367193	14807.77524
Pacific	(26,26.5]	2000-2009 –> 2010-2019	6.0164848	19975.57693
Pacific	(26.5,26.75]	1982-1999 –> 2000-2009	3.5632829	8993.11683
Pacific	(26.5,26.75]	2000-2009 –> 2010-2019	4.3081218	13413.51455
Pacific	(26.75,27]	1982-1999 –> 2000-2009	3.4543659	10605.52474
Pacific	(26.75,27]	2000-2009 –> 2010-2019	4.6109665	17186.77774
Pacific	(27,27.25]	1982-1999 –> 2000-2009	2.8530576	10422.04681
Pacific	(27,27.25]	2000-2009 –> 2010-2019	3.4101336	18457.96316
Pacific	(27.25,27.5]	1982-1999 –> 2000-2009	2.4487421	13632.56023
Pacific	(27.25,27.5]	2000-2009 –> 2010-2019	2.9105415	22315.72102
Pacific	(27.5,27.75]	1982-1999 –> 2000-2009	1.7601423	10867.43277
Pacific	(27.5,27.75]	2000-2009 –> 2010-2019	2.0812340	18655.03439
Pacific	(27.75,27.85]	1982-1999 –> 2000-2009	0.9398922	2259.79301
Pacific	(27.75,27.85]	2000-2009 –> 2010-2019	1.0209064	3866.16154
Pacific	(27.85,27.95]	1982-1999 –> 2000-2009	0.6896934	1501.85691
Pacific	(27.85,27.95]	2000-2009 –> 2010-2019	0.7481046	2738.80684
Pacific	(27.95,28.05]	1982-1999 –> 2000-2009	0.6332619	1183.69065
Pacific	(27.95,28.05]	2000-2009 –> 2010-2019	0.5607023	1027.99960
Pacific	(28.05,28.1]	1982-1999 –> 2000-2009	0.3738931	-619.06997
Pacific	(28.05,28.1]	2000-2009 –> 2010-2019	0.4040264	-759.77843
Pacific	(28.1,28.2]	1982-1999 –> 2000-2009	0.5004095	255.45837
Pacific	(28.1,28.2]	2000-2009 –> 2010-2019	0.4662149	-365.32804
Pacific	(28.2,28.3]	1982-1999 –> 2000-2009	0.5691377	2568.67888
Pacific	(28.2,28.3]	2000-2009 –> 2010-2019	0.5471301	3129.39369
Pacific	(28.3, Inf]	1982-1999 –> 2000-2009	0.2244612	-3045.69113
Pacific	(28.3, Inf]	2000-2009 –> 2010-2019	0.3037186	-2495.66799
SO	(26,26.5]	1982-1999 –> 2000-2009	1.6392269	112.54357
SO	(26,26.5]	2000-2009 –> 2010-2019	2.7772139	102.97413
SO	(26.5,26.75]	1982-1999 –> 2000-2009	2.5600281	427.36788
SO	(26.5,26.75]	2000-2009 –> 2010-2019	1.9725974	271.20014
SO	(26.75,27]	1982-1999 –> 2000-2009	4.1326832	1741.56297
SO	(26.75,27]	2000-2009 –> 2010-2019	3.7321307	1327.08627
SO	(27,27.25]	1982-1999 –> 2000-2009	3.3613535	4733.59268
SO	(27,27.25]	2000-2009 –> 2010-2019	2.9507475	3895.83454
SO	(27.25,27.5]	1982-1999 –> 2000-2009	2.7202046	7290.68144
SO	(27.25,27.5]	2000-2009 –> 2010-2019	3.3531949	6829.44475
SO	(27.5,27.75]	1982-1999 –> 2000-2009	2.5455189	11112.14385
SO	(27.5,27.75]	2000-2009 –> 2010-2019	3.2304371	10711.57177
SO	(27.75,27.85]	1982-1999 –> 2000-2009	2.0939697	3823.01231
SO	(27.75,27.85]	2000-2009 –> 2010-2019	2.8834756	4195.06771
SO	(27.85,27.95]	1982-1999 –> 2000-2009	2.3308349	4641.90619
SO	(27.85,27.95]	2000-2009 –> 2010-2019	3.0599682	5283.26940
SO	(27.95,28.05]	1982-1999 –> 2000-2009	2.3836316	5711.56156
SO	(27.95,28.05]	2000-2009 –> 2010-2019	2.5282622	8248.59943
SO	(28.05,28.1]	1982-1999 –> 2000-2009	1.7693268	2958.92459
SO	(28.05,28.1]	2000-2009 –> 2010-2019	1.9847493	4241.29282
SO	(28.1,28.15]	1982-1999 –> 2000-2009	0.7726698	293.83387
SO	(28.1,28.15]	2000-2009 –> 2010-2019	0.9042443	551.38538
SO	(28.1,28.2]	1982-1999 –> 2000-2009	1.6991759	6313.90061
SO	(28.1,28.2]	2000-2009 –> 2010-2019	1.6501948	7341.15027
SO	(28.15,28.2]	1982-1999 –> 2000-2009	0.5695291	95.82693
SO	(28.15,28.2]	2000-2009 –> 2010-2019	0.6882920	409.83373
SO	(28.2, Inf]	1982-1999 –> 2000-2009	1.3530422	6822.86234
SO	(28.2, Inf]	2000-2009 –> 2010-2019	1.4696400	9997.81279
SO	(28.2,28.3]	1982-1999 –> 2000-2009	1.3046517	7062.01132
SO	(28.2,28.3]	2000-2009 –> 2010-2019	1.1972859	6969.27275
SO	(28.3, Inf]	1982-1999 –> 2000-2009	2.0889341	18683.34249
SO	(28.3, Inf]	2000-2009 –> 2010-2019	2.1099473	23182.77558

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
ec68363	Donghe-Zhu	2021-07-28
d3018f6	Donghe-Zhu	2021-07-28
b8ba2c4	Donghe-Zhu	2021-07-28
a4ddd84	Donghe-Zhu	2021-07-27
7ef49ab	Donghe-Zhu	2021-07-27
da818c0	Donghe-Zhu	2021-07-27
8623898	Donghe-Zhu	2021-07-27
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cac5680	Donghe-Zhu	2021-07-23
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cdc98a3	Donghe-Zhu	2021-07-22
e4805a1	Donghe-Zhu	2021-07-22
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2e6976b	Donghe-Zhu	2021-03-21
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2093979	Donghe-Zhu	2021-03-10
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66ff99f	Donghe-Zhu	2021-03-01
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287123c	Donghe-Zhu	2021-02-27
54d5b5b	Donghe-Zhu	2021-02-27
330f064	Donghe-Zhu	2021-02-27
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5937141	Donghe-Zhu	2021-02-27
4414bbf	Donghe-Zhu	2021-02-27
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19edd1e	Donghe-Zhu	2021-02-27
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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
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05385dc	Donghe-Zhu	2021-02-10
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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
ec68363	Donghe-Zhu	2021-07-28
d3018f6	Donghe-Zhu	2021-07-28
b8ba2c4	Donghe-Zhu	2021-07-28
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]	6	5	7	8	10	5	8
(26,26.5]	7	6	6	7	10	6	8
(26.5,26.75]	8	6	8	6	5	9	7
(26.75,27]	8	4	8	5	5	10	7
(27,27.25]	8	6	7	5	10	6	6
(27.25,27.5]	8	10	5	6	3	4	9
(27.5,27.75]	7	5	3	5	8	8	9
(27.75,27.85]	6	3	5	6	10	6	9
(27.85,27.95]	6	4	4	6	10	5	10
(27.95,28.05]	3	7	7	5	6	7	8
(28.05,28.1]	6	5	4	5	10	9	6
(28.1,28.15]	6	5	4	5	9	9	7
(28.15,28.2]	7	10	1	5	6	7	6
(28.2, Inf]	8	10	3	2	4	7	4
total	94.00	86.00	72.00	76.00	106.00	98.00	104.00
Atlantic - 2000-2009 --> 2010-2019
(-Inf,26]	5	9	5	5	10	5	9
(26,26.5]	8	6	6	6	10	5	8
(26.5,26.75]	8	7	7	7	6	6	8
(26.75,27]	7	6	7	6	7	10	6
(27,27.25]	7	8	6	7	10	5	5
(27.25,27.5]	9	10	7	5	8	3	5
(27.5,27.75]	7	3	5	6	10	8	7
(27.75,27.85]	6	2	6	6	10	5	8
(27.85,27.95]	6	2	6	6	10	5	8
(27.95,28.05]	4	4	6	6	9	4	10
(28.05,28.1]	6	5	4	5	10	9	6
(28.1,28.15]	6	5	4	5	8	10	7
(28.15,28.2]	6	10	0	6	6	8	5
(28.2, Inf]	8	10	3	2	4	7	4
total	93.00	87.00	72.00	78.00	118.00	90.00	96.00
Indian - 1982-1999 --> 2000-2009
(-Inf,26]	6	4	6	7	10	4	10
(26,26.5]	6	4	6	7	4	10	10
(26.5,26.75]	5	5	4	8	5	10	10
(26.75,27]	5	5	4	8	5	10	10
(27,27.25]	5	5	7	7	10	8	6
(27.25,27.5]	4	6	5	9	10	6	8
(27.5,27.75]	3	10	4	7	7	8	9
(27.75,27.85]	4	2	5	6	8	10	6
(27.85,27.95]	3	2	3	8	10	10	6
(27.95,28.05]	5	2	4	7	7	7	10
(28.05,28.1]	6	2	4	8	5	5	9
(28.1,28.2]	7	5	5	6	7	6	10
(28.2,28.3]	8	10	7	4	6	6	7
(28.3, Inf]	5	4	5	9	10	10	4
total	72.00	66.00	69.00	101.00	104.00	110.00	115.00
Indian - 2000-2009 --> 2010-2019
(-Inf,26]	5	5	6	8	9	5	10
(26,26.5]	6	4	6	7	4	10	10
(26.5,26.75]	5	5	5	8	4	10	10
(26.75,27]	5	5	5	8	4	10	10
(27,27.25]	6	5	5	8	10	9	5
(27.25,27.5]	4	8	5	7	10	8	7
(27.5,27.75]	4	7	4	7	7	10	8
(27.75,27.85]	3	2	4	7	10	10	6
(27.85,27.95]	3	3	4	7	9	10	7
(27.95,28.05]	6	1	4	8	5	5	10
(28.05,28.1]	6	2	4	8	5	5	9
(28.1,28.2]	6	5	5	7	7	7	10
(28.2,28.3]	8	10	7	4	6	6	7
(28.3, Inf]	5	4	5	9	10	10	4
total	72.00	66.00	69.00	103.00	100.00	115.00	113.00
N_Atlantic - 1982-1999 --> 2000-2009
(26.5,26.75]	8	6	6	5	4	10	8
(26.75,27]	8	6	6	6	5	10	8
(27,27.25]	6	6	4	8	6	10	9
(27.25,27.5]	5	6	4	8	4	10	10
(27.5,27.75]	7	5	6	9	5	7	10
(27.75,27.85]	8	4	6	5	10	8	6
(27.85,27.95]	7	5	4	5	10	9	6
(27.95,28.05]	7	7	2	6	10	7	7
(28.05,28.1]	8	10	4	5	10	3	5
(28.1,28.15]	8	10	5	5	10	3	5
(28.15,28.2]	8	10	4	5	10	3	5
(28.2, Inf]	7	6	2	4	10	5	3
total	87.00	81.00	53.00	71.00	94.00	85.00	82.00
N_Atlantic - 2000-2009 --> 2010-2019
(26.5,26.75]	7	4	6	6	7	10	8
(26.75,27]	8	5	6	7	6	10	7
(27,27.25]	6	8	4	7	4	10	9
(27.25,27.5]	5	6	4	8	4	10	10
(27.5,27.75]	6	7	6	8	6	7	10
(27.75,27.85]	6	4	5	5	10	9	6
(27.85,27.95]	6	5	4	6	10	10	5
(27.95,28.05]	7	6	4	5	10	7	6
(28.05,28.1]	8	10	4	5	10	3	5
(28.1,28.15]	7	10	4	6	10	3	6
(28.15,28.2]	9	8	3	4	10	5	7
(28.2, Inf]	3	3	3	4	7	3	4
total	78.00	76.00	53.00	71.00	94.00	87.00	83.00
N_Pacific - 1982-1999 --> 2000-2009
(-Inf,26]	5	8	5	8	3	7	10
(26,26.5]	5	6	6	8	4	10	9
(26.5,26.75]	5	5	5	8	4	10	10
(26.75,27]	5	4	6	9	7	6	10
(27,27.25]	7	10	7	7	3	4	9
(27.25,27.5]	6	4	6	7	10	10	4
(27.5,27.75]	6	5	7	6	10	10	5
(27.75,27.85]	7	10	7	7	3	3	9
(27.85,27.95]	7	7	7	6	5	10	7
(27.95,28.05]	5	5	6	7	9	10	6
(28.05,28.1]	5	5	6	7	10	10	3
(28.1,28.2]	6	5	5	7	10	10	4
(28.2,28.3]	4	6	4	10	10	6	5
(28.3, Inf]	6	3	4	8	0	2	5
total	79.00	83.00	81.00	105.00	88.00	108.00	96.00
N_Pacific - 2000-2009 --> 2010-2019
(-Inf,26]	5	7	6	7	4	8	10
(26,26.5]	5	6	6	8	4	10	9
(26.5,26.75]	5	5	5	8	4	10	10
(26.75,27]	5	4	6	9	6	7	10
(27,27.25]	7	10	7	6	4	4	9
(27.25,27.5]	6	4	6	7	10	10	4
(27.5,27.75]	5	5	6	7	10	10	5
(27.75,27.85]	6	9	7	7	4	4	10
(27.85,27.95]	8	5	7	5	4	10	8
(27.95,28.05]	6	6	7	6	10	7	7
(28.05,28.1]	4	5	4	9	10	10	4
(28.1,28.2]	4	5	5	9	8	10	5
(28.2,28.3]	4	6	4	10	10	6	5
(28.3, Inf]	4	10	3	2	10	3	4
total	74.00	87.00	79.00	100.00	98.00	109.00	100.00
Pacific - 1982-1999 --> 2000-2009
(-Inf,26]	8	10	5	5	6	5	9
(26,26.5]	8	4	7	7	3	10	8
(26.5,26.75]	7	4	6	7	4	9	10
(26.75,27]	6	10	6	7	4	4	10
(27,27.25]	6	10	6	7	4	4	10
(27.25,27.5]	6	10	6	7	4	4	10
(27.5,27.75]	6	5	6	7	9	10	5
(27.75,27.85]	6	7	6	8	6	6	8
(27.85,27.95]	6	5	6	8	5	8	9
(27.95,28.05]	5	3	6	7	5	10	7
(28.05,28.1]	6	2	6	6	5	10	8
(28.1,28.2]	6	5	7	6	10	6	8
(28.2,28.3]	5	10	4	8	10	4	5
(28.3, Inf]	5	3	4	9	10	10	5
total	86.00	88.00	81.00	99.00	85.00	100.00	112.00
Pacific - 2000-2009 --> 2010-2019
(-Inf,26]	8	10	5	5	6	5	9
(26,26.5]	8	4	7	7	3	10	8
(26.5,26.75]	7	6	7	6	6	7	10
(26.75,27]	5	10	5	8	4	5	10
(27,27.25]	6	10	6	7	4	4	10
(27.25,27.5]	6	10	6	7	4	4	10
(27.5,27.75]	5	6	6	5	10	10	7
(27.75,27.85]	4	7	4	9	8	10	6
(27.85,27.95]	6	7	6	8	8	8	6
(27.95,28.05]	5	4	5	8	4	10	9
(28.05,28.1]	6	2	6	6	5	10	8
(28.1,28.2]	5	4	5	8	10	10	4
(28.2,28.3]	5	10	3	8	10	5	6
(28.3, Inf]	5	4	5	9	10	10	4
total	81.00	94.00	76.00	101.00	92.00	108.00	107.00
SO - 1982-1999 --> 2000-2009
(26,26.5]	6	3	5	7	10	5	9
(26.5,26.75]	7	10	7	7	3	4	9
(26.75,27]	7	10	7	7	4	3	9
(27,27.25]	5	6	4	7	10	6	10
(27.25,27.5]	5	8	4	7	8	6	10
(27.5,27.75]	8	8	3	2	8	6	7
(27.75,27.85]	7	6	4	5	8	6	8
(27.85,27.95]	8	8	5	6	10	5	7
(27.95,28.05]	10	6	8	7	6	3	4
(28.05,28.1]	9	6	8	6	6	5	6
(28.1,28.15]	5	2	6	9	8	4	7
(28.1,28.2]	7	6	6	7	10	6	8
(28.15,28.2]	5	2	5	9	9	5	8
(28.2, Inf]	9	10	4	5	9	4	5
(28.2,28.3]	7	7	4	6	10	5	9
(28.3, Inf]	4	9	8	7	10	4	6
total	109.00	107.00	88.00	104.00	129.00	77.00	122.00
SO - 2000-2009 --> 2010-2019
(26,26.5]	3	2	4	4	4	2	1
(26.5,26.75]	7	10	7	8	4	4	8
(26.75,27]	6	6	4	8	8	6	10
(27,27.25]	6	6	5	7	10	6	9
(27.25,27.5]	6	6	3	7	8	7	10
(27.5,27.75]	8	8	3	2	8	6	7
(27.75,27.85]	7	3	5	5	7	9	9
(27.85,27.95]	7	6	4	7	8	9	7
(27.95,28.05]	9	7	5	7	6	8	4
(28.05,28.1]	7	7	6	6	10	5	8
(28.1,28.15]	4	3	3	4	10	10	10
(28.1,28.2]	8	6	6	6	10	5	8
(28.15,28.2]	4	3	3	4	10	10	10
(28.2, Inf]	7	7	6	7	10	6	7
(28.2,28.3]	7	6	5	5	10	7	8
(28.3, Inf]	4	10	10	5	8	5	6
total	100.00	96.00	79.00	92.00	131.00	105.00	122.00

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
ec68363	Donghe-Zhu	2021-07-28
d3018f6	Donghe-Zhu	2021-07-28
b8ba2c4	Donghe-Zhu	2021-07-28
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
ec68363	Donghe-Zhu	2021-07-28
d3018f6	Donghe-Zhu	2021-07-28
b8ba2c4	Donghe-Zhu	2021-07-28
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