eMLR - assumption testing

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Last updated: 2021-07-23

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

Great job! Recording the operating system, R version, and package versions is critical for reproducibility.

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

Great job! Using relative paths to the files within your workflowr project makes it easier to run your code on other machines.

Repository version: 9693f8a

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 9693f8a. 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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File	Version	Author	Date	Message
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html	419cb72	Donghe-Zhu	2021-07-22	Build site.
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---

1 Required data

Required are:

• cleaned and prepared GLODAP-based synthetic cmorized model subsetting file

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

2 Predictor correlation

The correlation between:

• pairs of seven potential predictor variables and
• C* and seven potential predictor variables

were investigated based on:

• property-property plots and
• calculated correlation coefficients.

2.1 Correlation plots

For an overview, a random subset of data from all eras was plotted separately for both basins, with color indicating neutral density slabs (high density = dark-purple color).

for (i_basin in unique(GLODAP$basin)) {
# i_basin <- unique(GLODAP$basin)[1]

print(
GLODAP %>% 
  filter(basin == i_basin) %>% 
  sample_frac(0.05) %>% 
  ggpairs(columns = c(params_local$MLR_target,
                      params_local$MLR_predictors),
          upper = "blank",
          ggplot2::aes(col = gamma_slab, fill = gamma_slab, alpha = 0.01)) +
      scale_fill_viridis_d(direction = -1) +
      scale_color_viridis_d(direction = -1) +
      labs(title = paste("Basin:", i_basin ,"| era: all | subsample size: 5 % of",
                         nrow(GLODAP %>% filter(basin == i_basin))))
)
}

Past versions of predictor_correlation_per_basin-1.png

Version	Author	Date
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
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
cc2a956	Donghe-Zhu	2021-03-10
17f1c4a	Donghe-Zhu	2021-03-09
02f7242	Donghe-Zhu	2021-03-09
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	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
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
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
54d5b5b	Donghe-Zhu	2021-02-27
330f064	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
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
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
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
b50fe52	Donghe-Zhu	2021-01-31
ac99ae5	jens-daniel-mueller	2021-01-29
b5bdcaf	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

Past versions of predictor_correlation_per_basin-2.png

Version	Author	Date
7bb279a	Donghe-Zhu	2021-07-23
d52eac4	Donghe-Zhu	2021-07-23
dcf34b1	Donghe-Zhu	2021-07-23
9447d10	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
d84a1cb	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
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
9d5a62c	Donghe-Zhu	2021-03-10
5d1e70b	Donghe-Zhu	2021-03-10
2093979	Donghe-Zhu	2021-03-10
cc2a956	Donghe-Zhu	2021-03-10
17f1c4a	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
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
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
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
54d5b5b	Donghe-Zhu	2021-02-27
330f064	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
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
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
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
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

Past versions of predictor_correlation_per_basin-3.png

Version	Author	Date
7bb279a	Donghe-Zhu	2021-07-23
d52eac4	Donghe-Zhu	2021-07-23
dcf34b1	Donghe-Zhu	2021-07-23
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
ee4cd2d	Donghe-Zhu	2021-07-06
93821c1	Donghe-Zhu	2021-07-05
d44db8e	Donghe-Zhu	2021-07-05
85e0349	Donghe-Zhu	2021-07-05
6ee0146	Donghe-Zhu	2021-07-05
a482a6b	Donghe-Zhu	2021-07-05
90a9da5	Donghe-Zhu	2021-06-25
bb413c8	Donghe-Zhu	2021-06-25
e7a5266	Donghe-Zhu	2021-06-24
7c57720	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
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
9179bfe	Donghe-Zhu	2021-05-27
28cbe5e	Donghe-Zhu	2021-05-27
a618f02	Donghe-Zhu	2021-05-27
75dda4d	Donghe-Zhu	2021-03-27
0b19f6e	Donghe-Zhu	2021-03-27
3061a0b	Donghe-Zhu	2021-03-27
b883157	Donghe-Zhu	2021-03-27
1914a11	Donghe-Zhu	2021-03-24
8be810e	Donghe-Zhu	2021-03-23
bf19764	Donghe-Zhu	2021-03-22
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
cc2a956	Donghe-Zhu	2021-03-10
17f1c4a	Donghe-Zhu	2021-03-09
02f7242	Donghe-Zhu	2021-03-09
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
3fbbfa4	Donghe-Zhu	2021-03-07
627c8fb	Donghe-Zhu	2021-03-07
19edd1e	Donghe-Zhu	2021-02-27
f20483f	Donghe-Zhu	2021-02-26
57f701e	Donghe-Zhu	2021-02-24
06f3149	Donghe-Zhu	2021-02-16
4469a0c	Donghe-Zhu	2021-02-13
5ae6a69	Donghe-Zhu	2021-02-10
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
1fad5f1	Donghe-Zhu	2021-02-07
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
ae5c18f	Donghe-Zhu	2021-01-31
16fba40	Donghe-Zhu	2021-01-28
12bc567	Donghe-Zhu	2021-01-27
ceed31b	Donghe-Zhu	2021-01-27
61efb56	Donghe-Zhu	2021-01-25
48f638e	Donghe-Zhu	2021-01-25
a2f0d56	Donghe-Zhu	2021-01-23
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22
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

Past versions of predictor_correlation_per_basin-4.png

Version	Author	Date
dcf34b1	Donghe-Zhu	2021-07-23
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
e7a5266	Donghe-Zhu	2021-06-24
7c57720	Donghe-Zhu	2021-06-24
bff5fbf	Donghe-Zhu	2021-06-23
256a616	Donghe-Zhu	2021-06-23
d20c383	Donghe-Zhu	2021-06-18
b0874a2	Donghe-Zhu	2021-06-17
bd2bcc3	Donghe-Zhu	2021-06-08
e9b27d7	Donghe-Zhu	2021-06-07
325391f	Donghe-Zhu	2021-06-07
ed89970	Donghe-Zhu	2021-06-07
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22

Past versions of predictor_correlation_per_basin-5.png

Version	Author	Date
dcf34b1	Donghe-Zhu	2021-07-23
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
e7a5266	Donghe-Zhu	2021-06-24
7c57720	Donghe-Zhu	2021-06-24
bff5fbf	Donghe-Zhu	2021-06-23
256a616	Donghe-Zhu	2021-06-23
d20c383	Donghe-Zhu	2021-06-18
b0874a2	Donghe-Zhu	2021-06-17
bd2bcc3	Donghe-Zhu	2021-06-08
e9b27d7	Donghe-Zhu	2021-06-07
325391f	Donghe-Zhu	2021-06-07
ed89970	Donghe-Zhu	2021-06-07
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22

Past versions of predictor_correlation_per_basin-6.png

Version	Author	Date
dcf34b1	Donghe-Zhu	2021-07-23
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19

Individual correlation plots for each basin, era and neutral density (gamma) slab are available at:

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

if (params_local$plot_all_figures == "y") {
  
  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]
      
      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)[14]
        
        GLODAP_basin_era_slab <- GLODAP_basin_era %>%
          filter(gamma_slab == i_gamma_slab)
        
        if (nrow(GLODAP_basin_era_slab) > 2) {
          GLODAP_highlight <- GLODAP_basin_era %>%
            mutate(gamma_highlight = if_else(gamma_slab == i_gamma_slab,
                                             "in", "out")) %>%
            arrange(desc(gamma_highlight))
          
          p <- GLODAP_highlight %>%
            ggpairs(
              columns = c(
                params_local$MLR_target,
                params_local$MLR_predictors
              ),
              ggplot2::aes(
                col = gamma_highlight,
                fill = gamma_highlight,
                alpha = 0.01
              )
            ) +
            scale_fill_manual(values = c("red", "grey")) +
            scale_color_manual(values = c("red", "grey")) +
            labs(
              title = paste(
                i_era,
                "|",
                i_basin,
                "| Gamma slab",
                i_gamma_slab,
                "| # obs total",
                nrow(GLODAP_basin_era),
                "| # obs slab",
                nrow(GLODAP_highlight %>%
                       filter(gamma_highlight == "in"))
              )
            )
          
          png(
            filename = paste(
              path_version_figures,
              "Observations_correlation/",
              paste(
                "Predictor_correlation",
                i_era,
                i_basin,
                i_gamma_slab,
                ".png",
                sep = "_"
              ),
              sep = ""
            ),
            width = 12,
            height = 12,
            units = "in",
            res = 300
          )
          
          print(p)
          
          dev.off()
          
        }
      }
    }
  }
  rm(GLODAP_basin_era, GLODAP_basin_era_slab)
}

2.2 Correlation assessment

2.2.1 Calculation of correlation coeffcients

Correlation coefficients were calculated individually within each slabs, era and basin.

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]
    
    GLODAP_basin_era <- GLODAP %>%
      filter(basin == i_basin,
             era == i_era) %>%
      select(basin,
             era,
             gamma_slab,
             params_local$MLR_target,
             params_local$MLR_predictors)
    
    for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
      # i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[5]
      print(i_gamma_slab)
      
      GLODAP_basin_era_slab <- GLODAP_basin_era %>%
        filter(gamma_slab == i_gamma_slab)
      
      # calculate correlation table
      cor_target_predictor_temp <- GLODAP_basin_era_slab %>%
        select(-c(basin, era, gamma_slab)) %>%
        correlate() %>%
        focus(params_local$MLR_target) %>%
        mutate(basin = i_basin,
               era = i_era,
               gamma_slab = i_gamma_slab)
      
      if (exists("cor_target_predictor")) {
        cor_target_predictor <-
          bind_rows(cor_target_predictor, cor_target_predictor_temp)
      }
      
      if (!exists("cor_target_predictor")) {
        cor_target_predictor <- cor_target_predictor_temp
      }
      
      
      cor_predictors_temp <- GLODAP_basin_era_slab %>%
        select(-c(basin, era, gamma_slab)) %>%
        correlate() %>%
        shave %>%
        stretch() %>%
        filter(!is.na(r),
               x != params_local$MLR_target,
               y != params_local$MLR_target) %>%
        mutate(pair = paste(x, y, sep = " + ")) %>%
        select(-c(x, y)) %>%
        mutate(basin = i_basin,
               era = i_era,
               gamma_slab = i_gamma_slab)
      
      if (exists("cor_predictors")) {
        cor_predictors <- bind_rows(cor_predictors, cor_predictors_temp)
      }
      
      if (!exists("cor_predictors")) {
        cor_predictors <- cor_predictors_temp
      }
      
      
      
    }
  }
}

rm(cor_predictors_temp, cor_target_predictor_temp,
   i_gamma_slab, i_era, i_basin,
   GLODAP_basin_era, GLODAP_basin_era_slab)

2.2.2 Predictor pairs

Below, the range of correlations coefficients for each predictor pair is plotted per basin (facet) and density slab (color). Note that the range indicates the min and max values of in total 3 calculated coefficients (one per era).

# calculate min, max, mean across all eras
cor_predictors_stats <- cor_predictors %>% 
  group_by(pair, basin, gamma_slab) %>% 
  summarise(mean_r = mean(r),
            min_r = min(r),
            max_r = max(r)) %>% 
  ungroup()

# plot figure
cor_predictors_stats %>% 
  mutate(pair = reorder(pair, mean_r)) %>%
  ggplot() +
  geom_vline(xintercept = c(-0.9, 0.9), col = "red") +
  geom_vline(xintercept = 0) +
  geom_linerange(
    aes(y = pair, xmin = min_r, xmax = max_r, col = gamma_slab),
    position = position_dodge(width = 0.6)) +
  facet_wrap(~basin) +
  scale_color_viridis_d(direction = -1) +
  labs(x = "correlation coefficient", y = "") +
  theme(legend.position = "top")

Past versions of correlation_predictor_pairs-1.png

Version	Author	Date
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
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
cc2a956	Donghe-Zhu	2021-03-10
17f1c4a	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
8c1e978	Donghe-Zhu	2021-03-05
865f68c	Donghe-Zhu	2021-03-05
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
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
54d5b5b	Donghe-Zhu	2021-02-27
330f064	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
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
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
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
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
e5cb81a	Donghe-Zhu	2021-01-05
a499f10	Donghe-Zhu	2021-01-05
8fae0b2	Donghe-Zhu	2020-12-21
c8b76b3	jens-daniel-mueller	2020-12-19

# print table
kable(cor_predictors_stats) %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")

pair	basin	gamma_slab	mean_r	min_r	max_r
aou + nitrate	Atlantic	(-Inf,26]	0.9918653	0.9886371	0.9943331
aou + nitrate	Atlantic	(26,26.5]	0.9913572	0.9887671	0.9933005
aou + nitrate	Atlantic	(26.5,26.75]	0.9895589	0.9878523	0.9913472
aou + nitrate	Atlantic	(26.75,27]	0.9635310	0.9577902	0.9691447
aou + nitrate	Atlantic	(27,27.25]	0.8495646	0.8213523	0.8892477
aou + nitrate	Atlantic	(27.25,27.5]	0.5206871	0.4092678	0.6637749
aou + nitrate	Atlantic	(27.5,27.75]	0.7370137	0.6813817	0.7656556
aou + nitrate	Atlantic	(27.75,27.85]	0.9470299	0.9377531	0.9590673
aou + nitrate	Atlantic	(27.85,27.95]	0.9479388	0.9424179	0.9557079
aou + nitrate	Atlantic	(27.95,28.05]	0.9820268	0.9782798	0.9844917
aou + nitrate	Atlantic	(28.05,28.1]	0.9530750	0.9455106	0.9579251
aou + nitrate	Atlantic	(28.1,28.15]	0.9385469	0.9286337	0.9522934
aou + nitrate	Atlantic	(28.15,28.2]	0.9192347	0.8898057	0.9550199
aou + nitrate	Atlantic	(28.2, Inf]	-0.2223623	-0.9188986	0.2214147
aou + nitrate	Indian	(-Inf,26]	0.9949864	0.9941251	0.9959230
aou + nitrate	Indian	(26,26.5]	0.9881992	0.9846533	0.9909231
aou + nitrate	Indian	(26.5,26.75]	0.9764309	0.9628145	0.9841457
aou + nitrate	Indian	(26.75,27]	0.9646423	0.9604248	0.9686550
aou + nitrate	Indian	(27,27.25]	0.9204598	0.9062887	0.9300723
aou + nitrate	Indian	(27.25,27.5]	0.8781414	0.8463681	0.9021967
aou + nitrate	Indian	(27.5,27.75]	0.9720551	0.9609487	0.9833414
aou + nitrate	Indian	(27.75,27.85]	0.9911464	0.9881119	0.9929946
aou + nitrate	Indian	(27.85,27.95]	0.9923540	0.9889896	0.9950157
aou + nitrate	Indian	(27.95,28.05]	0.9947427	0.9946970	0.9947777
aou + nitrate	Indian	(28.05,28.1]	0.9737913	0.9431543	0.9914952
aou + nitrate	Indian	(28.1,28.2]	0.9424505	0.9340297	0.9520245
aou + nitrate	Indian	(28.2,28.3]	0.4866601	0.3317409	0.6415793
aou + nitrate	N_Atlantic	(-Inf,26]	0.9910227	0.9864874	0.9955579
aou + nitrate	N_Atlantic	(26,26.5]	0.9785340	0.9770497	0.9805332
aou + nitrate	N_Atlantic	(26.5,26.75]	0.9796198	0.9681974	0.9853480
aou + nitrate	N_Atlantic	(26.75,27]	0.9711689	0.9659148	0.9815570
aou + nitrate	N_Atlantic	(27,27.25]	0.9309452	0.9147112	0.9436750
aou + nitrate	N_Atlantic	(27.25,27.5]	0.7678829	0.7243414	0.8254901
aou + nitrate	N_Atlantic	(27.5,27.75]	0.6441589	0.5677528	0.6891085
aou + nitrate	N_Atlantic	(27.75,27.85]	0.8074560	0.8002004	0.8143829
aou + nitrate	N_Atlantic	(27.85,27.95]	0.7225566	0.5800567	0.8039260
aou + nitrate	N_Atlantic	(27.95,28.05]	0.7463202	0.5877958	0.9386927
aou + nitrate	N_Atlantic	(28.05,28.1]	0.9912638	0.9891752	0.9927500
aou + nitrate	N_Atlantic	(28.1,28.15]	0.9984182	0.9974650	0.9990412
aou + nitrate	N_Atlantic	(28.15,28.2]	0.8072310	0.5742685	0.9978477
aou + nitrate	N_Atlantic	(28.2, Inf]	0.9804802	0.9697186	0.9974790
aou + nitrate	N_Pacific	(-Inf,26]	0.9475298	0.9232979	0.9706032
aou + nitrate	N_Pacific	(26,26.5]	0.9785678	0.9765681	0.9799316
aou + nitrate	N_Pacific	(26.5,26.75]	0.9718322	0.9691550	0.9756601
aou + nitrate	N_Pacific	(26.75,27]	0.9372327	0.9115141	0.9576494
aou + nitrate	N_Pacific	(27,27.25]	0.9479252	0.9135630	0.9775238
aou + nitrate	N_Pacific	(27.25,27.5]	0.9186390	0.8895101	0.9374455
aou + nitrate	N_Pacific	(27.5,27.75]	0.8471586	0.7546026	0.8937171
aou + nitrate	N_Pacific	(27.75,27.85]	0.9901278	0.9885535	0.9920220
aou + nitrate	N_Pacific	(27.85,27.95]	0.9976861	0.9971454	0.9984177
aou + nitrate	N_Pacific	(27.95,28.05]	0.9993999	0.9989457	0.9998649
aou + nitrate	N_Pacific	(28.05,28.1]	0.9995440	0.9994762	0.9996535
aou + nitrate	N_Pacific	(28.1,28.2]	0.9903213	0.9856070	0.9941346
aou + nitrate	Pacific	(-Inf,26]	0.9730084	0.9676309	0.9794548
aou + nitrate	Pacific	(26,26.5]	0.9384636	0.9320486	0.9426482
aou + nitrate	Pacific	(26.5,26.75]	0.8479620	0.8219999	0.8652779
aou + nitrate	Pacific	(26.75,27]	0.8204699	0.7504781	0.8611425
aou + nitrate	Pacific	(27,27.25]	0.8350843	0.7210616	0.8978390
aou + nitrate	Pacific	(27.25,27.5]	0.8245377	0.6639985	0.9186398
aou + nitrate	Pacific	(27.5,27.75]	0.9392761	0.8785343	0.9707055
aou + nitrate	Pacific	(27.75,27.85]	0.9927888	0.9890444	0.9958018
aou + nitrate	Pacific	(27.85,27.95]	0.9825328	0.9770601	0.9870299
aou + nitrate	Pacific	(27.95,28.05]	0.9909043	0.9882767	0.9937866
aou + nitrate	Pacific	(28.05,28.1]	0.9859151	0.9839605	0.9892857
aou + nitrate	Pacific	(28.1,28.2]	0.9870675	0.9850753	0.9882375
aou + nitrate	SO	(-Inf,26]	0.9079964	0.8618343	0.9435178
aou + nitrate	SO	(26,26.5]	0.9532901	0.9473795	0.9572627
aou + nitrate	SO	(26.5,26.75]	0.9238045	0.9046467	0.9385462
aou + nitrate	SO	(26.75,27]	0.8765227	0.8613105	0.8873347
aou + nitrate	SO	(27,27.25]	0.8644614	0.8547394	0.8746761
aou + nitrate	SO	(27.25,27.5]	0.8869308	0.8740590	0.9062836
aou + nitrate	SO	(27.5,27.75]	0.8962734	0.8905944	0.9018828
aou + nitrate	SO	(27.75,27.85]	0.8400061	0.8268124	0.8576875
aou + nitrate	SO	(27.85,27.95]	0.7972330	0.7761364	0.8139052
aou + nitrate	SO	(27.95,28.05]	0.7415818	0.7351082	0.7495315
aou + nitrate	SO	(28.05,28.1]	0.5902663	0.5789824	0.5997163
aou + nitrate	SO	(28.1,28.15]	0.5806661	0.4635191	0.6733933
aou + nitrate	SO	(28.1,28.2]	0.7431270	0.7182921	0.7875541
aou + nitrate	SO	(28.15,28.2]	0.7208934	0.5403815	0.8260979
aou + nitrate	SO	(28.2, Inf]	0.9233014	0.9046971	0.9331275
aou + nitrate	SO	(28.2,28.3]	0.9224506	0.9103729	0.9348434
aou + nitrate	SO	(28.3, Inf]	0.9981477	0.9966653	0.9998167
aou + phosphate	Atlantic	(-Inf,26]	0.9351121	0.8993655	0.9625874
aou + phosphate	Atlantic	(26,26.5]	0.9849440	0.9787857	0.9884460
aou + phosphate	Atlantic	(26.5,26.75]	0.9866558	0.9830098	0.9889740
aou + phosphate	Atlantic	(26.75,27]	0.9570483	0.9478811	0.9668467
aou + phosphate	Atlantic	(27,27.25]	0.8336258	0.7986611	0.8856314
aou + phosphate	Atlantic	(27.25,27.5]	0.4769715	0.3542944	0.6405094
aou + phosphate	Atlantic	(27.5,27.75]	0.7187190	0.6544297	0.7529089
aou + phosphate	Atlantic	(27.75,27.85]	0.9426888	0.9339208	0.9491070
aou + phosphate	Atlantic	(27.85,27.95]	0.8831456	0.8645978	0.9046542
aou + phosphate	Atlantic	(27.95,28.05]	0.9388402	0.9305045	0.9430520
aou + phosphate	Atlantic	(28.05,28.1]	0.9439371	0.9334622	0.9516694
aou + phosphate	Atlantic	(28.1,28.15]	0.9256152	0.9117446	0.9431955
aou + phosphate	Atlantic	(28.15,28.2]	0.9105599	0.8782917	0.9498540
aou + phosphate	Atlantic	(28.2, Inf]	-0.2473995	-0.9269444	0.1888591
aou + phosphate	Indian	(-Inf,26]	0.9972831	0.9965535	0.9979676
aou + phosphate	Indian	(26,26.5]	0.9958580	0.9933181	0.9976360
aou + phosphate	Indian	(26.5,26.75]	0.9915427	0.9827637	0.9968648
aou + phosphate	Indian	(26.75,27]	0.9869609	0.9825745	0.9900392
aou + phosphate	Indian	(27,27.25]	0.9625497	0.9611580	0.9636547
aou + phosphate	Indian	(27.25,27.5]	0.9136273	0.8927651	0.9335832
aou + phosphate	Indian	(27.5,27.75]	0.9751410	0.9634879	0.9859989
aou + phosphate	Indian	(27.75,27.85]	0.9948321	0.9925249	0.9960812
aou + phosphate	Indian	(27.85,27.95]	0.9959355	0.9942504	0.9969895
aou + phosphate	Indian	(27.95,28.05]	0.9973591	0.9973333	0.9973834
aou + phosphate	Indian	(28.05,28.1]	0.9789950	0.9541452	0.9933724
aou + phosphate	Indian	(28.1,28.2]	0.9508950	0.9456849	0.9555085
aou + phosphate	Indian	(28.2,28.3]	0.4841684	0.3342676	0.6340692
aou + phosphate	N_Atlantic	(-Inf,26]	0.9887976	0.9813367	0.9962586
aou + phosphate	N_Atlantic	(26,26.5]	0.9743231	0.9708790	0.9785798
aou + phosphate	N_Atlantic	(26.5,26.75]	0.9782380	0.9659926	0.9854552
aou + phosphate	N_Atlantic	(26.75,27]	0.9702292	0.9642714	0.9816882
aou + phosphate	N_Atlantic	(27,27.25]	0.9519845	0.9337709	0.9650227
aou + phosphate	N_Atlantic	(27.25,27.5]	0.8510782	0.8234406	0.8935294
aou + phosphate	N_Atlantic	(27.5,27.75]	0.7341100	0.6727959	0.7772937
aou + phosphate	N_Atlantic	(27.75,27.85]	0.8560026	0.8305771	0.8741618
aou + phosphate	N_Atlantic	(27.85,27.95]	0.7758520	0.7178241	0.8132254
aou + phosphate	N_Atlantic	(27.95,28.05]	0.7495164	0.6467909	0.8644366
aou + phosphate	N_Atlantic	(28.05,28.1]	0.9738354	0.9659312	0.9779025
aou + phosphate	N_Atlantic	(28.1,28.15]	0.9919899	0.9902295	0.9942713
aou + phosphate	N_Atlantic	(28.15,28.2]	-0.2051546	-0.9385924	0.5614778
aou + phosphate	N_Atlantic	(28.2, Inf]	-0.9338311	-0.9611019	-0.8989653
aou + phosphate	N_Pacific	(-Inf,26]	0.9260160	0.9165387	0.9447965
aou + phosphate	N_Pacific	(26,26.5]	0.9776089	0.9715586	0.9830450
aou + phosphate	N_Pacific	(26.5,26.75]	0.9815194	0.9715197	0.9884905
aou + phosphate	N_Pacific	(26.75,27]	0.9723446	0.9617692	0.9789147
aou + phosphate	N_Pacific	(27,27.25]	0.9925693	0.9907663	0.9942353
aou + phosphate	N_Pacific	(27.25,27.5]	0.9744472	0.9736549	0.9757657
aou + phosphate	N_Pacific	(27.5,27.75]	0.9807764	0.9752749	0.9855548
aou + phosphate	N_Pacific	(27.75,27.85]	0.9941181	0.9936120	0.9946315
aou + phosphate	N_Pacific	(27.85,27.95]	0.9986217	0.9979216	0.9995337
aou + phosphate	N_Pacific	(27.95,28.05]	0.9980346	0.9964323	0.9998864
aou + phosphate	N_Pacific	(28.05,28.1]	0.9996012	0.9995685	0.9996636
aou + phosphate	N_Pacific	(28.1,28.2]	0.9907273	0.9864630	0.9942729
aou + phosphate	Pacific	(-Inf,26]	0.9779409	0.9698583	0.9843865
aou + phosphate	Pacific	(26,26.5]	0.9882710	0.9858447	0.9912617
aou + phosphate	Pacific	(26.5,26.75]	0.9911695	0.9909596	0.9915766
aou + phosphate	Pacific	(26.75,27]	0.9856375	0.9812207	0.9879077
aou + phosphate	Pacific	(27,27.25]	0.9794282	0.9761862	0.9829946
aou + phosphate	Pacific	(27.25,27.5]	0.9772320	0.9728084	0.9817643
aou + phosphate	Pacific	(27.5,27.75]	0.9847234	0.9795706	0.9874199
aou + phosphate	Pacific	(27.75,27.85]	0.9901128	0.9860641	0.9930139
aou + phosphate	Pacific	(27.85,27.95]	0.9930796	0.9910163	0.9947645
aou + phosphate	Pacific	(27.95,28.05]	0.9969004	0.9957745	0.9982122
aou + phosphate	Pacific	(28.05,28.1]	0.9900064	0.9884728	0.9926327
aou + phosphate	Pacific	(28.1,28.2]	0.9877052	0.9857454	0.9890510
aou + phosphate	SO	(-Inf,26]	0.8764782	0.7940455	0.9185351
aou + phosphate	SO	(26,26.5]	0.9551951	0.9479139	0.9604411
aou + phosphate	SO	(26.5,26.75]	0.9296801	0.9133517	0.9380332
aou + phosphate	SO	(26.75,27]	0.8873290	0.8715641	0.8968705
aou + phosphate	SO	(27,27.25]	0.8762484	0.8684863	0.8860418
aou + phosphate	SO	(27.25,27.5]	0.9043359	0.8936651	0.9201572
aou + phosphate	SO	(27.5,27.75]	0.8877876	0.8817988	0.8940850
aou + phosphate	SO	(27.75,27.85]	0.8480627	0.8371529	0.8583228
aou + phosphate	SO	(27.85,27.95]	0.7905397	0.7695032	0.8074323
aou + phosphate	SO	(27.95,28.05]	0.7160636	0.7046936	0.7253497
aou + phosphate	SO	(28.05,28.1]	0.5249981	0.5176080	0.5306405
aou + phosphate	SO	(28.1,28.15]	0.4810460	0.3712864	0.5737139
aou + phosphate	SO	(28.1,28.2]	0.6783190	0.6507284	0.7281344
aou + phosphate	SO	(28.15,28.2]	0.6236613	0.4188483	0.7507125
aou + phosphate	SO	(28.2, Inf]	0.8818117	0.8479533	0.9007522
aou + phosphate	SO	(28.2,28.3]	0.8630013	0.8535445	0.8696979
aou + phosphate	SO	(28.3, Inf]	0.9976273	0.9960351	0.9997328
aou + phosphate_star	Atlantic	(-Inf,26]	0.5370808	0.3795440	0.7278603
aou + phosphate_star	Atlantic	(26,26.5]	0.7376612	0.6602827	0.8117288
aou + phosphate_star	Atlantic	(26.5,26.75]	0.6965402	0.6177897	0.7701237
aou + phosphate_star	Atlantic	(26.75,27]	0.3631123	0.2414586	0.4673167
aou + phosphate_star	Atlantic	(27,27.25]	-0.0050739	-0.1570000	0.1326579
aou + phosphate_star	Atlantic	(27.25,27.5]	-0.1526446	-0.3019240	-0.0556708
aou + phosphate_star	Atlantic	(27.5,27.75]	0.4218262	0.3476155	0.5056490
aou + phosphate_star	Atlantic	(27.75,27.85]	0.8191364	0.7714656	0.8580217
aou + phosphate_star	Atlantic	(27.85,27.95]	0.4124935	0.3460923	0.5379030
aou + phosphate_star	Atlantic	(27.95,28.05]	0.7067395	0.6313855	0.7451786
aou + phosphate_star	Atlantic	(28.05,28.1]	0.8083248	0.7782734	0.8301547
aou + phosphate_star	Atlantic	(28.1,28.15]	0.8454825	0.8241521	0.8741536
aou + phosphate_star	Atlantic	(28.15,28.2]	0.8018226	0.7260185	0.8862427
aou + phosphate_star	Atlantic	(28.2, Inf]	-0.4201801	-0.9540670	-0.0870624
aou + phosphate_star	Indian	(-Inf,26]	0.9564681	0.9333147	0.9695344
aou + phosphate_star	Indian	(26,26.5]	0.9179843	0.8675802	0.9493792
aou + phosphate_star	Indian	(26.5,26.75]	0.8078169	0.6883836	0.8991720
aou + phosphate_star	Indian	(26.75,27]	0.0249862	-0.0376300	0.0583469
aou + phosphate_star	Indian	(27,27.25]	-0.7015915	-0.7387877	-0.6808467
aou + phosphate_star	Indian	(27.25,27.5]	-0.7828092	-0.7880262	-0.7761745
aou + phosphate_star	Indian	(27.5,27.75]	-0.7978887	-0.8705118	-0.7591881
aou + phosphate_star	Indian	(27.75,27.85]	-0.3733857	-0.4295052	-0.3209916
aou + phosphate_star	Indian	(27.85,27.95]	0.8497768	0.8395578	0.8576238
aou + phosphate_star	Indian	(27.95,28.05]	0.8934192	0.8215138	0.9406169
aou + phosphate_star	Indian	(28.05,28.1]	0.7017834	0.3675027	0.8959761
aou + phosphate_star	Indian	(28.1,28.2]	-0.1988405	-0.6631816	0.0918555
aou + phosphate_star	Indian	(28.2,28.3]	-0.0169070	-0.0772122	0.0433981
aou + phosphate_star	N_Atlantic	(-Inf,26]	0.7744753	0.7442667	0.8046839
aou + phosphate_star	N_Atlantic	(26,26.5]	0.5277256	0.4059132	0.6935196
aou + phosphate_star	N_Atlantic	(26.5,26.75]	0.4617925	0.2611216	0.5801270
aou + phosphate_star	N_Atlantic	(26.75,27]	0.4989914	0.3637855	0.6866077
aou + phosphate_star	N_Atlantic	(27,27.25]	0.1646627	0.0806402	0.2211507
aou + phosphate_star	N_Atlantic	(27.25,27.5]	-0.3216800	-0.5078775	-0.1810786
aou + phosphate_star	N_Atlantic	(27.5,27.75]	-0.4559967	-0.5086487	-0.3931489
aou + phosphate_star	N_Atlantic	(27.75,27.85]	-0.6282126	-0.6991511	-0.5825428
aou + phosphate_star	N_Atlantic	(27.85,27.95]	-0.7239522	-0.8507924	-0.5838406
aou + phosphate_star	N_Atlantic	(27.95,28.05]	-0.2706394	-0.5723341	-0.0628832
aou + phosphate_star	N_Atlantic	(28.05,28.1]	0.8762355	0.8603814	0.9039780
aou + phosphate_star	N_Atlantic	(28.1,28.15]	0.9471845	0.9391775	0.9618447
aou + phosphate_star	N_Atlantic	(28.15,28.2]	-0.8830909	-0.9390225	-0.8053411
aou + phosphate_star	N_Atlantic	(28.2, Inf]	-0.9745434	-0.9853629	-0.9665267
aou + phosphate_star	N_Pacific	(-Inf,26]	0.3163790	-0.0560964	0.6411544
aou + phosphate_star	N_Pacific	(26,26.5]	0.6329985	0.4810628	0.7181228
aou + phosphate_star	N_Pacific	(26.5,26.75]	0.3225975	0.2835948	0.3436409
aou + phosphate_star	N_Pacific	(26.75,27]	-0.0014920	-0.1137013	0.0890921
aou + phosphate_star	N_Pacific	(27,27.25]	0.6787414	0.6405941	0.7072741
aou + phosphate_star	N_Pacific	(27.25,27.5]	0.6307784	0.6279680	0.6330899
aou + phosphate_star	N_Pacific	(27.5,27.75]	-0.8658966	-0.8892123	-0.8366847
aou + phosphate_star	N_Pacific	(27.75,27.85]	-0.9590289	-0.9731492	-0.9441283
aou + phosphate_star	N_Pacific	(27.85,27.95]	-0.9087216	-0.9889293	-0.8518492
aou + phosphate_star	N_Pacific	(27.95,28.05]	-0.7547471	-0.9606868	-0.5998621
aou + phosphate_star	N_Pacific	(28.05,28.1]	-0.8795040	-0.9008855	-0.8615670
aou + phosphate_star	N_Pacific	(28.1,28.2]	0.7209321	0.6369048	0.7894784
aou + phosphate_star	Pacific	(-Inf,26]	0.7600026	0.7000787	0.8497284
aou + phosphate_star	Pacific	(26,26.5]	0.8264849	0.8193054	0.8320753
aou + phosphate_star	Pacific	(26.5,26.75]	0.7491833	0.7023804	0.7784030
aou + phosphate_star	Pacific	(26.75,27]	0.5880355	0.4711122	0.6688697
aou + phosphate_star	Pacific	(27,27.25]	-0.0323847	-0.2150180	0.1306528
aou + phosphate_star	Pacific	(27.25,27.5]	-0.2912687	-0.4367873	-0.0709368
aou + phosphate_star	Pacific	(27.5,27.75]	-0.4483164	-0.5753997	-0.2771462
aou + phosphate_star	Pacific	(27.75,27.85]	-0.2179253	-0.4087337	0.0223429
aou + phosphate_star	Pacific	(27.85,27.95]	0.3668449	0.3200296	0.4506474
aou + phosphate_star	Pacific	(27.95,28.05]	0.3410669	0.2939342	0.3979885
aou + phosphate_star	Pacific	(28.05,28.1]	0.3902880	0.2995637	0.4375445
aou + phosphate_star	Pacific	(28.1,28.2]	0.3375171	0.2570715	0.3778624
aou + phosphate_star	SO	(-Inf,26]	0.6406340	0.4633088	0.7487407
aou + phosphate_star	SO	(26,26.5]	0.7217488	0.6178360	0.7957834
aou + phosphate_star	SO	(26.5,26.75]	0.5366338	0.4440727	0.6125726
aou + phosphate_star	SO	(26.75,27]	0.2703201	0.2446293	0.3120691
aou + phosphate_star	SO	(27,27.25]	-0.2606696	-0.4202526	-0.1730693
aou + phosphate_star	SO	(27.25,27.5]	-0.5094242	-0.6081110	-0.4047877
aou + phosphate_star	SO	(27.5,27.75]	-0.8257913	-0.8465059	-0.7943548
aou + phosphate_star	SO	(27.75,27.85]	-0.2717486	-0.3611018	-0.2227447
aou + phosphate_star	SO	(27.85,27.95]	-0.2763608	-0.3001039	-0.2491254
aou + phosphate_star	SO	(27.95,28.05]	-0.4204030	-0.4854145	-0.3818486
aou + phosphate_star	SO	(28.05,28.1]	-0.6601226	-0.7166009	-0.5984559
aou + phosphate_star	SO	(28.1,28.15]	-0.7424859	-0.7889481	-0.6573995
aou + phosphate_star	SO	(28.1,28.2]	-0.8175884	-0.8639587	-0.7586398
aou + phosphate_star	SO	(28.15,28.2]	-0.7884394	-0.8568498	-0.6890745
aou + phosphate_star	SO	(28.2, Inf]	-0.0304052	-0.1620368	0.2242409
aou + phosphate_star	SO	(28.2,28.3]	-0.8461330	-0.8913469	-0.8106878
aou + phosphate_star	SO	(28.3, Inf]	-0.9979661	-0.9998578	-0.9968205
nitrate + phosphate	Atlantic	(-Inf,26]	0.9185668	0.8798825	0.9516779
nitrate + phosphate	Atlantic	(26,26.5]	0.9936048	0.9907559	0.9950863
nitrate + phosphate	Atlantic	(26.5,26.75]	0.9974754	0.9970850	0.9980785
nitrate + phosphate	Atlantic	(26.75,27]	0.9971458	0.9964281	0.9980312
nitrate + phosphate	Atlantic	(27,27.25]	0.9971150	0.9967294	0.9974498
nitrate + phosphate	Atlantic	(27.25,27.5]	0.9959742	0.9950631	0.9968671
nitrate + phosphate	Atlantic	(27.5,27.75]	0.9949058	0.9939933	0.9959063
nitrate + phosphate	Atlantic	(27.75,27.85]	0.9916184	0.9897643	0.9937130
nitrate + phosphate	Atlantic	(27.85,27.95]	0.9550504	0.9472408	0.9664145
nitrate + phosphate	Atlantic	(27.95,28.05]	0.9724209	0.9707397	0.9739536
nitrate + phosphate	Atlantic	(28.05,28.1]	0.9964534	0.9959790	0.9969545
nitrate + phosphate	Atlantic	(28.1,28.15]	0.9982727	0.9979518	0.9986982
nitrate + phosphate	Atlantic	(28.15,28.2]	0.9996538	0.9995449	0.9997892
nitrate + phosphate	Atlantic	(28.2, Inf]	0.9991036	0.9986783	0.9995956
nitrate + phosphate	Indian	(-Inf,26]	0.9937465	0.9918038	0.9954323
nitrate + phosphate	Indian	(26,26.5]	0.9894713	0.9862175	0.9920178
nitrate + phosphate	Indian	(26.5,26.75]	0.9873791	0.9820707	0.9905629
nitrate + phosphate	Indian	(26.75,27]	0.9789532	0.9691395	0.9880202
nitrate + phosphate	Indian	(27,27.25]	0.9810643	0.9733099	0.9888244
nitrate + phosphate	Indian	(27.25,27.5]	0.9958713	0.9942505	0.9967604
nitrate + phosphate	Indian	(27.5,27.75]	0.9983271	0.9980373	0.9988769
nitrate + phosphate	Indian	(27.75,27.85]	0.9978490	0.9974356	0.9986726
nitrate + phosphate	Indian	(27.85,27.95]	0.9986611	0.9986091	0.9987130
nitrate + phosphate	Indian	(27.95,28.05]	0.9989944	0.9984002	0.9994311
nitrate + phosphate	Indian	(28.05,28.1]	0.9970292	0.9928538	0.9995303
nitrate + phosphate	Indian	(28.1,28.2]	0.9872332	0.9767261	0.9946858
nitrate + phosphate	Indian	(28.2,28.3]	0.9996968	0.9994553	0.9999383
nitrate + phosphate	N_Atlantic	(-Inf,26]	0.9996872	0.9994045	0.9999699
nitrate + phosphate	N_Atlantic	(26,26.5]	0.9987689	0.9981166	0.9991016
nitrate + phosphate	N_Atlantic	(26.5,26.75]	0.9943175	0.9910991	0.9960813
nitrate + phosphate	N_Atlantic	(26.75,27]	0.9972127	0.9966457	0.9978672
nitrate + phosphate	N_Atlantic	(27,27.25]	0.9950270	0.9946310	0.9956750
nitrate + phosphate	N_Atlantic	(27.25,27.5]	0.9874862	0.9850828	0.9895230
nitrate + phosphate	N_Atlantic	(27.5,27.75]	0.9869087	0.9851706	0.9883236
nitrate + phosphate	N_Atlantic	(27.75,27.85]	0.9867445	0.9836314	0.9917890
nitrate + phosphate	N_Atlantic	(27.85,27.95]	0.9497159	0.9253907	0.9686084
nitrate + phosphate	N_Atlantic	(27.95,28.05]	0.9486016	0.9362619	0.9701755
nitrate + phosphate	N_Atlantic	(28.05,28.1]	0.9904222	0.9897006	0.9916352
nitrate + phosphate	N_Atlantic	(28.1,28.15]	0.9921367	0.9879549	0.9978244
nitrate + phosphate	N_Atlantic	(28.15,28.2]	-0.0347684	-0.7742515	0.8774300
nitrate + phosphate	N_Atlantic	(28.2, Inf]	-0.9011407	-0.9555215	-0.8255802
nitrate + phosphate	N_Pacific	(-Inf,26]	0.9789533	0.9513167	0.9941198
nitrate + phosphate	N_Pacific	(26,26.5]	0.9963674	0.9943110	0.9980433
nitrate + phosphate	N_Pacific	(26.5,26.75]	0.9876759	0.9830339	0.9946327
nitrate + phosphate	N_Pacific	(26.75,27]	0.9653718	0.9435973	0.9859895
nitrate + phosphate	N_Pacific	(27,27.25]	0.9590622	0.9299493	0.9863459
nitrate + phosphate	N_Pacific	(27.25,27.5]	0.9417013	0.9048536	0.9713027
nitrate + phosphate	N_Pacific	(27.5,27.75]	0.8673340	0.7569908	0.9234976
nitrate + phosphate	N_Pacific	(27.75,27.85]	0.9970982	0.9962500	0.9985649
nitrate + phosphate	N_Pacific	(27.85,27.95]	0.9960746	0.9929100	0.9994509
nitrate + phosphate	N_Pacific	(27.95,28.05]	0.9955899	0.9918826	0.9996648
nitrate + phosphate	N_Pacific	(28.05,28.1]	0.9998985	0.9998793	0.9999217
nitrate + phosphate	N_Pacific	(28.1,28.2]	0.9999657	0.9999383	0.9999828
nitrate + phosphate	Pacific	(-Inf,26]	0.9897983	0.9883317	0.9918878
nitrate + phosphate	Pacific	(26,26.5]	0.9526505	0.9433684	0.9587145
nitrate + phosphate	Pacific	(26.5,26.75]	0.8577459	0.8096496	0.8831050
nitrate + phosphate	Pacific	(26.75,27]	0.8129365	0.7246586	0.8675161
nitrate + phosphate	Pacific	(27,27.25]	0.7903119	0.6389477	0.8763628
nitrate + phosphate	Pacific	(27.25,27.5]	0.7626164	0.5484090	0.8890948
nitrate + phosphate	Pacific	(27.5,27.75]	0.9025239	0.8131346	0.9492424
nitrate + phosphate	Pacific	(27.75,27.85]	0.9969850	0.9943196	0.9984128
nitrate + phosphate	Pacific	(27.85,27.95]	0.9959379	0.9945706	0.9969895
nitrate + phosphate	Pacific	(27.95,28.05]	0.9978541	0.9974879	0.9982058
nitrate + phosphate	Pacific	(28.05,28.1]	0.9993892	0.9993567	0.9994402
nitrate + phosphate	Pacific	(28.1,28.2]	0.9998297	0.9998099	0.9998416
nitrate + phosphate	SO	(-Inf,26]	0.9942876	0.9903534	0.9964054
nitrate + phosphate	SO	(26,26.5]	0.9974825	0.9966004	0.9982873
nitrate + phosphate	SO	(26.5,26.75]	0.9964158	0.9944714	0.9976468
nitrate + phosphate	SO	(26.75,27]	0.9980255	0.9956615	0.9994022
nitrate + phosphate	SO	(27,27.25]	0.9986249	0.9969697	0.9995064
nitrate + phosphate	SO	(27.25,27.5]	0.9986812	0.9985855	0.9988231
nitrate + phosphate	SO	(27.5,27.75]	0.9949854	0.9946447	0.9952347
nitrate + phosphate	SO	(27.75,27.85]	0.9980909	0.9980091	0.9982160
nitrate + phosphate	SO	(27.85,27.95]	0.9984366	0.9982883	0.9985168
nitrate + phosphate	SO	(27.95,28.05]	0.9982342	0.9981349	0.9983936
nitrate + phosphate	SO	(28.05,28.1]	0.9957739	0.9949289	0.9962019
nitrate + phosphate	SO	(28.1,28.15]	0.9919392	0.9909018	0.9935267
nitrate + phosphate	SO	(28.1,28.2]	0.9945013	0.9938617	0.9949105
nitrate + phosphate	SO	(28.15,28.2]	0.9904668	0.9893370	0.9921839
nitrate + phosphate	SO	(28.2, Inf]	0.9949788	0.9925925	0.9964281
nitrate + phosphate	SO	(28.2,28.3]	0.9894285	0.9861951	0.9910512
nitrate + phosphate	SO	(28.3, Inf]	0.9997911	0.9996604	0.9999919
nitrate + phosphate_star	Atlantic	(-Inf,26]	0.5102256	0.3478910	0.7136714
nitrate + phosphate_star	Atlantic	(26,26.5]	0.7908489	0.7279540	0.8568875
nitrate + phosphate_star	Atlantic	(26.5,26.75]	0.7784201	0.7177839	0.8390781
nitrate + phosphate_star	Atlantic	(26.75,27]	0.5883594	0.5033249	0.6593875
nitrate + phosphate_star	Atlantic	(27,27.25]	0.5146350	0.4042764	0.5729910
nitrate + phosphate_star	Atlantic	(27.25,27.5]	0.7551964	0.7071365	0.8142728
nitrate + phosphate_star	Atlantic	(27.5,27.75]	0.9205740	0.9004804	0.9397287
nitrate + phosphate_star	Atlantic	(27.75,27.85]	0.9537683	0.9387736	0.9640618
nitrate + phosphate_star	Atlantic	(27.85,27.95]	0.6470155	0.5942017	0.7370942
nitrate + phosphate_star	Atlantic	(27.95,28.05]	0.8116315	0.7640674	0.8391066
nitrate + phosphate_star	Atlantic	(28.05,28.1]	0.9427279	0.9360483	0.9478579
nitrate + phosphate_star	Atlantic	(28.1,28.15]	0.9714054	0.9681929	0.9752530
nitrate + phosphate_star	Atlantic	(28.15,28.2]	0.9692439	0.9552866	0.9821774
nitrate + phosphate_star	Atlantic	(28.2, Inf]	0.9431845	0.8946662	0.9868027
nitrate + phosphate_star	Indian	(-Inf,26]	0.9663161	0.9472077	0.9769279
nitrate + phosphate_star	Indian	(26,26.5]	0.9429363	0.9206499	0.9558749
nitrate + phosphate_star	Indian	(26.5,26.75]	0.8818998	0.8396937	0.9146089
nitrate + phosphate_star	Indian	(26.75,27]	0.2070905	0.1363518	0.3011244
nitrate + phosphate_star	Indian	(27,27.25]	-0.3878713	-0.4488180	-0.3398191
nitrate + phosphate_star	Indian	(27.25,27.5]	-0.3966212	-0.4409291	-0.3287499
nitrate + phosphate_star	Indian	(27.5,27.75]	-0.6426517	-0.7742916	-0.5618450
nitrate + phosphate_star	Indian	(27.75,27.85]	-0.2636926	-0.3370961	-0.1763904
nitrate + phosphate_star	Indian	(27.85,27.95]	0.8983338	0.8820634	0.9082516
nitrate + phosphate_star	Indian	(27.95,28.05]	0.9311522	0.8723160	0.9690445
nitrate + phosphate_star	Indian	(28.05,28.1]	0.8372936	0.6494120	0.9454945
nitrate + phosphate_star	Indian	(28.1,28.2]	0.0936421	-0.4404201	0.4285692
nitrate + phosphate_star	Indian	(28.2,28.3]	0.8354952	0.7603481	0.9106423
nitrate + phosphate_star	N_Atlantic	(-Inf,26]	0.8489110	0.8408149	0.8570071
nitrate + phosphate_star	N_Atlantic	(26,26.5]	0.6749142	0.5712956	0.8255793
nitrate + phosphate_star	N_Atlantic	(26.5,26.75]	0.5486721	0.3835906	0.6429526
nitrate + phosphate_star	N_Atlantic	(26.75,27]	0.6535087	0.5507978	0.7877727
nitrate + phosphate_star	N_Atlantic	(27,27.25]	0.4796637	0.4506601	0.4960833
nitrate + phosphate_star	N_Atlantic	(27.25,27.5]	0.3295859	0.2055046	0.4833109
nitrate + phosphate_star	N_Atlantic	(27.5,27.75]	0.3486880	0.2901040	0.3877120
nitrate + phosphate_star	N_Atlantic	(27.75,27.85]	-0.0807239	-0.1616238	-0.0206072
nitrate + phosphate_star	N_Atlantic	(27.85,27.95]	-0.1020613	-0.4161240	0.3028761
nitrate + phosphate_star	N_Atlantic	(27.95,28.05]	0.3554840	-0.2661458	0.6873631
nitrate + phosphate_star	N_Atlantic	(28.05,28.1]	0.9114539	0.8993576	0.9234799
nitrate + phosphate_star	N_Atlantic	(28.1,28.15]	0.9463671	0.9332628	0.9716515
nitrate + phosphate_star	N_Atlantic	(28.15,28.2]	-0.6911934	-0.9252947	-0.5071789
nitrate + phosphate_star	N_Atlantic	(28.2, Inf]	-0.9482180	-0.9798149	-0.9185527
nitrate + phosphate_star	N_Pacific	(-Inf,26]	0.4799355	0.0367852	0.8071342
nitrate + phosphate_star	N_Pacific	(26,26.5]	0.7631713	0.6372581	0.8306732
nitrate + phosphate_star	N_Pacific	(26.5,26.75]	0.4890116	0.4683623	0.5151380
nitrate + phosphate_star	N_Pacific	(26.75,27]	0.2600373	0.1329943	0.3805561
nitrate + phosphate_star	N_Pacific	(27,27.25]	0.8109922	0.7730280	0.8744022
nitrate + phosphate_star	N_Pacific	(27.25,27.5]	0.8213358	0.8109928	0.8279367
nitrate + phosphate_star	N_Pacific	(27.5,27.75]	-0.5389218	-0.6338424	-0.3757559
nitrate + phosphate_star	N_Pacific	(27.75,27.85]	-0.9428307	-0.9546477	-0.9297756
nitrate + phosphate_star	N_Pacific	(27.85,27.95]	-0.9232101	-0.9882350	-0.8799346
nitrate + phosphate_star	N_Pacific	(27.95,28.05]	-0.7745303	-0.9635409	-0.6342814
nitrate + phosphate_star	N_Pacific	(28.05,28.1]	-0.8718256	-0.8954872	-0.8519951
nitrate + phosphate_star	N_Pacific	(28.1,28.2]	0.7724769	0.7156049	0.8321020
nitrate + phosphate_star	Pacific	(-Inf,26]	0.8636882	0.8322279	0.9206985
nitrate + phosphate_star	Pacific	(26,26.5]	0.8879305	0.8445338	0.9179794
nitrate + phosphate_star	Pacific	(26.5,26.75]	0.7778593	0.6293063	0.8573218
nitrate + phosphate_star	Pacific	(26.75,27]	0.6155085	0.5202686	0.7541714
nitrate + phosphate_star	Pacific	(27,27.25]	-0.0355466	-0.1174187	0.0804959
nitrate + phosphate_star	Pacific	(27.25,27.5]	-0.3203102	-0.3553998	-0.2910761
nitrate + phosphate_star	Pacific	(27.5,27.75]	-0.4318335	-0.5325836	-0.3170222
nitrate + phosphate_star	Pacific	(27.75,27.85]	-0.1205329	-0.3333887	0.1385218
nitrate + phosphate_star	Pacific	(27.85,27.95]	0.5159504	0.4508184	0.6177548
nitrate + phosphate_star	Pacific	(27.95,28.05]	0.4322075	0.4034582	0.4686568
nitrate + phosphate_star	Pacific	(28.05,28.1]	0.5298105	0.4266082	0.5853449
nitrate + phosphate_star	Pacific	(28.1,28.2]	0.4726870	0.4107883	0.5068143
nitrate + phosphate_star	SO	(-Inf,26]	0.5979666	0.4798613	0.7001635
nitrate + phosphate_star	SO	(26,26.5]	0.8690677	0.8064060	0.9203699
nitrate + phosphate_star	SO	(26.5,26.75]	0.8066966	0.7710808	0.8404274
nitrate + phosphate_star	SO	(26.75,27]	0.6951271	0.6720851	0.7118778
nitrate + phosphate_star	SO	(27,27.25]	0.2538375	0.1067922	0.3300330
nitrate + phosphate_star	SO	(27.25,27.5]	-0.0595004	-0.1470458	0.0176652
nitrate + phosphate_star	SO	(27.5,27.75]	-0.5057382	-0.5356363	-0.4472279
nitrate + phosphate_star	SO	(27.75,27.85]	0.2838183	0.1624429	0.3558434
nitrate + phosphate_star	SO	(27.85,27.95]	0.3552946	0.3450285	0.3649553
nitrate + phosphate_star	SO	(27.95,28.05]	0.2942605	0.2344857	0.3248433
nitrate + phosphate_star	SO	(28.05,28.1]	0.2133128	0.1275513	0.2900157
nitrate + phosphate_star	SO	(28.1,28.15]	0.1022695	-0.0658489	0.3617404
nitrate + phosphate_star	SO	(28.1,28.2]	-0.2334004	-0.3754863	-0.1073270
nitrate + phosphate_star	SO	(28.15,28.2]	-0.1689981	-0.3740054	0.2258520
nitrate + phosphate_star	SO	(28.2, Inf]	0.3390503	0.2081228	0.5468353
nitrate + phosphate_star	SO	(28.2,28.3]	-0.5843632	-0.6540357	-0.5047672
nitrate + phosphate_star	SO	(28.3, Inf]	-0.9928078	-0.9993609	-0.9885789
oxygen + aou	Atlantic	(-Inf,26]	-0.8853960	-0.9026176	-0.8581506
oxygen + aou	Atlantic	(26,26.5]	-0.9696122	-0.9764690	-0.9579307
oxygen + aou	Atlantic	(26.5,26.75]	-0.9847811	-0.9874594	-0.9809623
oxygen + aou	Atlantic	(26.75,27]	-0.9798282	-0.9837390	-0.9772209
oxygen + aou	Atlantic	(27,27.25]	-0.9626600	-0.9703918	-0.9499516
oxygen + aou	Atlantic	(27.25,27.5]	-0.9072427	-0.9333994	-0.8719603
oxygen + aou	Atlantic	(27.5,27.75]	-0.7610323	-0.8369906	-0.6984473
oxygen + aou	Atlantic	(27.75,27.85]	-0.8720806	-0.8971139	-0.8516342
oxygen + aou	Atlantic	(27.85,27.95]	-0.9654271	-0.9673622	-0.9639721
oxygen + aou	Atlantic	(27.95,28.05]	-0.9863802	-0.9872259	-0.9848967
oxygen + aou	Atlantic	(28.05,28.1]	-0.9886148	-0.9892445	-0.9878537
oxygen + aou	Atlantic	(28.1,28.15]	-0.9112626	-0.9459740	-0.8856306
oxygen + aou	Atlantic	(28.15,28.2]	-0.8886632	-0.9189140	-0.8311055
oxygen + aou	Atlantic	(28.2, Inf]	-0.6956733	-0.9640269	-0.5430273
oxygen + aou	Indian	(-Inf,26]	-0.9941897	-0.9947992	-0.9937306
oxygen + aou	Indian	(26,26.5]	-0.9963164	-0.9973660	-0.9954948
oxygen + aou	Indian	(26.5,26.75]	-0.9975949	-0.9986343	-0.9964709
oxygen + aou	Indian	(26.75,27]	-0.9974442	-0.9977758	-0.9972245
oxygen + aou	Indian	(27,27.25]	-0.9956066	-0.9961950	-0.9951311
oxygen + aou	Indian	(27.25,27.5]	-0.9909166	-0.9924883	-0.9892643
oxygen + aou	Indian	(27.5,27.75]	-0.9873567	-0.9945877	-0.9822544
oxygen + aou	Indian	(27.75,27.85]	-0.9958346	-0.9985520	-0.9942677
oxygen + aou	Indian	(27.85,27.95]	-0.9967391	-0.9980298	-0.9953555
oxygen + aou	Indian	(27.95,28.05]	-0.9947436	-0.9969022	-0.9917980
oxygen + aou	Indian	(28.05,28.1]	-0.9944213	-0.9977839	-0.9889774
oxygen + aou	Indian	(28.1,28.2]	-0.9959515	-0.9974718	-0.9944799
oxygen + aou	Indian	(28.2,28.3]	-0.8552429	-0.8584903	-0.8519955
oxygen + aou	N_Atlantic	(-Inf,26]	-0.9873961	-0.9976996	-0.9770926
oxygen + aou	N_Atlantic	(26,26.5]	-0.9883686	-0.9909482	-0.9847527
oxygen + aou	N_Atlantic	(26.5,26.75]	-0.9811649	-0.9852109	-0.9741460
oxygen + aou	N_Atlantic	(26.75,27]	-0.9873522	-0.9901429	-0.9855344
oxygen + aou	N_Atlantic	(27,27.25]	-0.9902584	-0.9913391	-0.9888812
oxygen + aou	N_Atlantic	(27.25,27.5]	-0.9792180	-0.9866768	-0.9708421
oxygen + aou	N_Atlantic	(27.5,27.75]	-0.9477953	-0.9523501	-0.9438317
oxygen + aou	N_Atlantic	(27.75,27.85]	-0.9660104	-0.9733303	-0.9596942
oxygen + aou	N_Atlantic	(27.85,27.95]	-0.9569817	-0.9891302	-0.9099501
oxygen + aou	N_Atlantic	(27.95,28.05]	-0.7848920	-0.9834775	-0.6681482
oxygen + aou	N_Atlantic	(28.05,28.1]	-0.9900855	-0.9926182	-0.9873889
oxygen + aou	N_Atlantic	(28.1,28.15]	-0.9904561	-0.9978400	-0.9867010
oxygen + aou	N_Atlantic	(28.15,28.2]	-0.9224940	-0.9695136	-0.8778198
oxygen + aou	N_Atlantic	(28.2, Inf]	-0.2849552	-0.9500578	0.6176075
oxygen + aou	N_Pacific	(-Inf,26]	-0.8259500	-0.8409263	-0.8130262
oxygen + aou	N_Pacific	(26,26.5]	-0.9667686	-0.9740053	-0.9567746
oxygen + aou	N_Pacific	(26.5,26.75]	-0.9871454	-0.9933189	-0.9786865
oxygen + aou	N_Pacific	(26.75,27]	-0.9807810	-0.9852786	-0.9740369
oxygen + aou	N_Pacific	(27,27.25]	-0.9821914	-0.9839950	-0.9796546
oxygen + aou	N_Pacific	(27.25,27.5]	-0.9700954	-0.9737496	-0.9650047
oxygen + aou	N_Pacific	(27.5,27.75]	-0.9800592	-0.9852725	-0.9734651
oxygen + aou	N_Pacific	(27.75,27.85]	-0.9963538	-0.9971438	-0.9952917
oxygen + aou	N_Pacific	(27.85,27.95]	-0.9994212	-0.9995987	-0.9991357
oxygen + aou	N_Pacific	(27.95,28.05]	-0.9998976	-0.9999396	-0.9998655
oxygen + aou	N_Pacific	(28.05,28.1]	-0.9996363	-0.9996769	-0.9996065
oxygen + aou	N_Pacific	(28.1,28.2]	-0.9919838	-0.9949915	-0.9885217
oxygen + aou	Pacific	(-Inf,26]	-0.9290653	-0.9489087	-0.9055749
oxygen + aou	Pacific	(26,26.5]	-0.9819444	-0.9905016	-0.9762934
oxygen + aou	Pacific	(26.5,26.75]	-0.9872638	-0.9928266	-0.9842908
oxygen + aou	Pacific	(26.75,27]	-0.9925667	-0.9942762	-0.9913198
oxygen + aou	Pacific	(27,27.25]	-0.9966231	-0.9969048	-0.9963911
oxygen + aou	Pacific	(27.25,27.5]	-0.9973684	-0.9975486	-0.9970610
oxygen + aou	Pacific	(27.5,27.75]	-0.9963507	-0.9967652	-0.9955661
oxygen + aou	Pacific	(27.75,27.85]	-0.9987463	-0.9989255	-0.9985284
oxygen + aou	Pacific	(27.85,27.95]	-0.9978561	-0.9979979	-0.9977234
oxygen + aou	Pacific	(27.95,28.05]	-0.9976883	-0.9979400	-0.9975091
oxygen + aou	Pacific	(28.05,28.1]	-0.9982807	-0.9983085	-0.9982551
oxygen + aou	Pacific	(28.1,28.2]	-0.9980635	-0.9983167	-0.9975997
oxygen + aou	SO	(-Inf,26]	-0.4797368	-0.6843359	-0.0920758
oxygen + aou	SO	(26,26.5]	-0.9124798	-0.9409800	-0.8855263
oxygen + aou	SO	(26.5,26.75]	-0.9607436	-0.9621943	-0.9585271
oxygen + aou	SO	(26.75,27]	-0.9673305	-0.9686782	-0.9664235
oxygen + aou	SO	(27,27.25]	-0.9825298	-0.9858550	-0.9797047
oxygen + aou	SO	(27.25,27.5]	-0.9815334	-0.9823794	-0.9809486
oxygen + aou	SO	(27.5,27.75]	-0.9867741	-0.9875584	-0.9858177
oxygen + aou	SO	(27.75,27.85]	-0.9829867	-0.9870292	-0.9806220
oxygen + aou	SO	(27.85,27.95]	-0.9787345	-0.9803132	-0.9773164
oxygen + aou	SO	(27.95,28.05]	-0.9793617	-0.9820757	-0.9776234
oxygen + aou	SO	(28.05,28.1]	-0.9825323	-0.9858326	-0.9787894
oxygen + aou	SO	(28.1,28.15]	-0.9776850	-0.9844939	-0.9647714
oxygen + aou	SO	(28.1,28.2]	-0.9907058	-0.9938451	-0.9878856
oxygen + aou	SO	(28.15,28.2]	-0.9691258	-0.9829399	-0.9446710
oxygen + aou	SO	(28.2, Inf]	-0.9579210	-0.9779040	-0.9406748
oxygen + aou	SO	(28.2,28.3]	-0.9891272	-0.9920619	-0.9874067
oxygen + aou	SO	(28.3, Inf]	-0.9998866	-0.9999964	-0.9997374
oxygen + nitrate	Atlantic	(-Inf,26]	-0.8895630	-0.9016969	-0.8674068
oxygen + nitrate	Atlantic	(26,26.5]	-0.9435259	-0.9546807	-0.9235711
oxygen + nitrate	Atlantic	(26.5,26.75]	-0.9545750	-0.9595159	-0.9447480
oxygen + nitrate	Atlantic	(26.75,27]	-0.8944175	-0.9126304	-0.8814602
oxygen + nitrate	Atlantic	(27,27.25]	-0.6798961	-0.7554531	-0.6076986
oxygen + nitrate	Atlantic	(27.25,27.5]	-0.1331691	-0.3614095	-0.0160800
oxygen + nitrate	Atlantic	(27.5,27.75]	-0.1434441	-0.3008528	-0.0403548
oxygen + nitrate	Atlantic	(27.75,27.85]	-0.6738334	-0.6945663	-0.6343436
oxygen + nitrate	Atlantic	(27.85,27.95]	-0.8355275	-0.8472839	-0.8232027
oxygen + nitrate	Atlantic	(27.95,28.05]	-0.9425042	-0.9491786	-0.9327418
oxygen + nitrate	Atlantic	(28.05,28.1]	-0.9018901	-0.9110279	-0.8882265
oxygen + nitrate	Atlantic	(28.1,28.15]	-0.7650256	-0.8410043	-0.7146815
oxygen + nitrate	Atlantic	(28.15,28.2]	-0.6787085	-0.7854951	-0.5392238
oxygen + nitrate	Atlantic	(28.2, Inf]	0.2558384	-0.8259656	0.9553079
oxygen + nitrate	Indian	(-Inf,26]	-0.9830803	-0.9842305	-0.9815512
oxygen + nitrate	Indian	(26,26.5]	-0.9754336	-0.9797386	-0.9690009
oxygen + nitrate	Indian	(26.5,26.75]	-0.9626235	-0.9746350	-0.9401738
oxygen + nitrate	Indian	(26.75,27]	-0.9471087	-0.9517463	-0.9388178
oxygen + nitrate	Indian	(27,27.25]	-0.8815004	-0.8950386	-0.8623551
oxygen + nitrate	Indian	(27.25,27.5]	-0.8117361	-0.8436737	-0.7672979
oxygen + nitrate	Indian	(27.5,27.75]	-0.9309286	-0.9679319	-0.8998490
oxygen + nitrate	Indian	(27.75,27.85]	-0.9833550	-0.9841242	-0.9818273
oxygen + nitrate	Indian	(27.85,27.95]	-0.9875170	-0.9914915	-0.9829796
oxygen + nitrate	Indian	(27.95,28.05]	-0.9811904	-0.9853433	-0.9757576
oxygen + nitrate	Indian	(28.05,28.1]	-0.9467935	-0.9810671	-0.8883643
oxygen + nitrate	Indian	(28.1,28.2]	-0.9162329	-0.9386322	-0.8964796
oxygen + nitrate	Indian	(28.2,28.3]	-0.0746549	-0.3036858	0.1543761
oxygen + nitrate	N_Atlantic	(-Inf,26]	-0.9599632	-0.9868853	-0.9330411
oxygen + nitrate	N_Atlantic	(26,26.5]	-0.9442583	-0.9569574	-0.9290275
oxygen + nitrate	N_Atlantic	(26.5,26.75]	-0.9626191	-0.9728688	-0.9464312
oxygen + nitrate	N_Atlantic	(26.75,27]	-0.9456230	-0.9612287	-0.9368765
oxygen + nitrate	N_Atlantic	(27,27.25]	-0.8946977	-0.9158192	-0.8714560
oxygen + nitrate	N_Atlantic	(27.25,27.5]	-0.6549729	-0.7519835	-0.5990201
oxygen + nitrate	N_Atlantic	(27.5,27.75]	-0.4215089	-0.4760633	-0.3158117
oxygen + nitrate	N_Atlantic	(27.75,27.85]	-0.6662350	-0.6787885	-0.6426856
oxygen + nitrate	N_Atlantic	(27.85,27.95]	-0.5458497	-0.7489201	-0.2202545
oxygen + nitrate	N_Atlantic	(27.95,28.05]	-0.2356417	-0.8674060	0.1895091
oxygen + nitrate	N_Atlantic	(28.05,28.1]	-0.9863842	-0.9898820	-0.9816655
oxygen + nitrate	N_Atlantic	(28.1,28.15]	-0.9927346	-0.9962016	-0.9906939
oxygen + nitrate	N_Atlantic	(28.15,28.2]	-0.8000306	-0.9728942	-0.5813858
oxygen + nitrate	N_Atlantic	(28.2, Inf]	-0.3114729	-0.9454116	0.6088525
oxygen + nitrate	N_Pacific	(-Inf,26]	-0.7105698	-0.7599862	-0.6742669
oxygen + nitrate	N_Pacific	(26,26.5]	-0.9004174	-0.9153456	-0.8807039
oxygen + nitrate	N_Pacific	(26.5,26.75]	-0.9287367	-0.9501332	-0.9069263
oxygen + nitrate	N_Pacific	(26.75,27]	-0.8642811	-0.8774970	-0.8393366
oxygen + nitrate	N_Pacific	(27,27.25]	-0.8805322	-0.9317292	-0.8210222
oxygen + nitrate	N_Pacific	(27.25,27.5]	-0.7992044	-0.8372741	-0.7414188
oxygen + nitrate	N_Pacific	(27.5,27.75]	-0.7457621	-0.8198379	-0.6081187
oxygen + nitrate	N_Pacific	(27.75,27.85]	-0.9951774	-0.9963371	-0.9943128
oxygen + nitrate	N_Pacific	(27.85,27.95]	-0.9989539	-0.9994499	-0.9986406
oxygen + nitrate	N_Pacific	(27.95,28.05]	-0.9993482	-0.9998968	-0.9988429
oxygen + nitrate	N_Pacific	(28.05,28.1]	-0.9997801	-0.9998303	-0.9997189
oxygen + nitrate	N_Pacific	(28.1,28.2]	-0.9994800	-0.9996317	-0.9992679
oxygen + nitrate	Pacific	(-Inf,26]	-0.8473456	-0.8756453	-0.7983512
oxygen + nitrate	Pacific	(26,26.5]	-0.8792019	-0.9089860	-0.8536046
oxygen + nitrate	Pacific	(26.5,26.75]	-0.7873824	-0.7923895	-0.7798698
oxygen + nitrate	Pacific	(26.75,27]	-0.7722406	-0.8081344	-0.7095401
oxygen + nitrate	Pacific	(27,27.25]	-0.8034911	-0.8675779	-0.6879477
oxygen + nitrate	Pacific	(27.25,27.5]	-0.7953177	-0.8942603	-0.6302698
oxygen + nitrate	Pacific	(27.5,27.75]	-0.9160467	-0.9530007	-0.8444817
oxygen + nitrate	Pacific	(27.75,27.85]	-0.9939631	-0.9963492	-0.9909029
oxygen + nitrate	Pacific	(27.85,27.95]	-0.9853441	-0.9883182	-0.9814265
oxygen + nitrate	Pacific	(27.95,28.05]	-0.9875396	-0.9901478	-0.9851314
oxygen + nitrate	Pacific	(28.05,28.1]	-0.9803458	-0.9845022	-0.9774412
oxygen + nitrate	Pacific	(28.1,28.2]	-0.9883213	-0.9906885	-0.9853199
oxygen + nitrate	SO	(-Inf,26]	-0.6567945	-0.8203049	-0.4146699
oxygen + nitrate	SO	(26,26.5]	-0.8207619	-0.8660448	-0.7577949
oxygen + nitrate	SO	(26.5,26.75]	-0.8037718	-0.8265154	-0.7746274
oxygen + nitrate	SO	(26.75,27]	-0.7335281	-0.7474204	-0.7093728
oxygen + nitrate	SO	(27,27.25]	-0.7585909	-0.7696559	-0.7478829
oxygen + nitrate	SO	(27.25,27.5]	-0.7842357	-0.8097693	-0.7695316
oxygen + nitrate	SO	(27.5,27.75]	-0.8546770	-0.8585998	-0.8521842
oxygen + nitrate	SO	(27.75,27.85]	-0.7396133	-0.7728384	-0.7162444
oxygen + nitrate	SO	(27.85,27.95]	-0.6619040	-0.6879120	-0.6300949
oxygen + nitrate	SO	(27.95,28.05]	-0.5941883	-0.5972486	-0.5889574
oxygen + nitrate	SO	(28.05,28.1]	-0.4339567	-0.4598394	-0.4178699
oxygen + nitrate	SO	(28.1,28.15]	-0.4037068	-0.5368090	-0.2190603
oxygen + nitrate	SO	(28.1,28.2]	-0.6687391	-0.7315969	-0.6306785
oxygen + nitrate	SO	(28.15,28.2]	-0.5501568	-0.7066145	-0.2649636
oxygen + nitrate	SO	(28.2, Inf]	-0.7959812	-0.8471187	-0.7591799
oxygen + nitrate	SO	(28.2,28.3]	-0.8661886	-0.8779146	-0.8448759
oxygen + nitrate	SO	(28.3, Inf]	-0.9979486	-0.9997845	-0.9966592
oxygen + phosphate	Atlantic	(-Inf,26]	-0.7089685	-0.8006724	-0.5862079
oxygen + phosphate	Atlantic	(26,26.5]	-0.9171517	-0.9359198	-0.8841928
oxygen + phosphate	Atlantic	(26.5,26.75]	-0.9448345	-0.9543651	-0.9304802
oxygen + phosphate	Atlantic	(26.75,27]	-0.8816061	-0.9065678	-0.8636720
oxygen + phosphate	Atlantic	(27,27.25]	-0.6585449	-0.7518029	-0.5753850
oxygen + phosphate	Atlantic	(27.25,27.5]	-0.0867917	-0.3362075	0.0421727
oxygen + phosphate	Atlantic	(27.5,27.75]	-0.1327367	-0.2989532	-0.0165688
oxygen + phosphate	Atlantic	(27.75,27.85]	-0.6810212	-0.7034803	-0.6549218
oxygen + phosphate	Atlantic	(27.85,27.95]	-0.7655529	-0.7897345	-0.7407793
oxygen + phosphate	Atlantic	(27.95,28.05]	-0.9032690	-0.9158793	-0.8851027
oxygen + phosphate	Atlantic	(28.05,28.1]	-0.8879972	-0.9002425	-0.8712985
oxygen + phosphate	Atlantic	(28.1,28.15]	-0.7320356	-0.8177751	-0.6729599
oxygen + phosphate	Atlantic	(28.15,28.2]	-0.6632178	-0.7753378	-0.5182184
oxygen + phosphate	Atlantic	(28.2, Inf]	0.2792201	-0.7963211	0.9632932
oxygen + phosphate	Indian	(-Inf,26]	-0.9904978	-0.9928311	-0.9863271
oxygen + phosphate	Indian	(26,26.5]	-0.9887146	-0.9931977	-0.9819036
oxygen + phosphate	Indian	(26.5,26.75]	-0.9826370	-0.9930459	-0.9660006
oxygen + phosphate	Indian	(26.75,27]	-0.9749803	-0.9808214	-0.9667175
oxygen + phosphate	Indian	(27,27.25]	-0.9345273	-0.9374661	-0.9310676
oxygen + phosphate	Indian	(27.25,27.5]	-0.8547404	-0.8835183	-0.8223832
oxygen + phosphate	Indian	(27.5,27.75]	-0.9390739	-0.9739987	-0.9078330
oxygen + phosphate	Indian	(27.75,27.85]	-0.9911131	-0.9925630	-0.9902703
oxygen + phosphate	Indian	(27.85,27.95]	-0.9932527	-0.9953111	-0.9905112
oxygen + phosphate	Indian	(27.95,28.05]	-0.9873847	-0.9899865	-0.9840098
oxygen + phosphate	Indian	(28.05,28.1]	-0.9573012	-0.9842601	-0.9110715
oxygen + phosphate	Indian	(28.1,28.2]	-0.9305076	-0.9509829	-0.9115280
oxygen + phosphate	Indian	(28.2,28.3]	-0.0680850	-0.2891222	0.1529523
oxygen + phosphate	N_Atlantic	(-Inf,26]	-0.9551817	-0.9881082	-0.9222553
oxygen + phosphate	N_Atlantic	(26,26.5]	-0.9343142	-0.9502144	-0.9207662
oxygen + phosphate	N_Atlantic	(26.5,26.75]	-0.9413601	-0.9577819	-0.9149363
oxygen + phosphate	N_Atlantic	(26.75,27]	-0.9349665	-0.9546848	-0.9238689
oxygen + phosphate	N_Atlantic	(27,27.25]	-0.9142282	-0.9362042	-0.8887461
oxygen + phosphate	N_Atlantic	(27.25,27.5]	-0.7498010	-0.8325751	-0.7065573
oxygen + phosphate	N_Atlantic	(27.5,27.75]	-0.5181499	-0.5798525	-0.4256798
oxygen + phosphate	N_Atlantic	(27.75,27.85]	-0.7285100	-0.7599337	-0.7080290
oxygen + phosphate	N_Atlantic	(27.85,27.95]	-0.6346510	-0.7423265	-0.4402803
oxygen + phosphate	N_Atlantic	(27.95,28.05]	-0.3142507	-0.7801479	0.0121262
oxygen + phosphate	N_Atlantic	(28.05,28.1]	-0.9575991	-0.9621816	-0.9489177
oxygen + phosphate	N_Atlantic	(28.1,28.15]	-0.9715714	-0.9896465	-0.9601604
oxygen + phosphate	N_Atlantic	(28.15,28.2]	0.1091692	-0.6268565	0.9407228
oxygen + phosphate	N_Atlantic	(28.2, Inf]	0.0313288	-0.8413556	0.8307805
oxygen + phosphate	N_Pacific	(-Inf,26]	-0.6026573	-0.6297393	-0.5487876
oxygen + phosphate	N_Pacific	(26,26.5]	-0.8950699	-0.9200151	-0.8643272
oxygen + phosphate	N_Pacific	(26.5,26.75]	-0.9408561	-0.9667499	-0.9047636
oxygen + phosphate	N_Pacific	(26.75,27]	-0.9116439	-0.9333560	-0.8778711
oxygen + phosphate	N_Pacific	(27,27.25]	-0.9571194	-0.9590248	-0.9537944
oxygen + phosphate	N_Pacific	(27.25,27.5]	-0.9108248	-0.9135829	-0.9072830
oxygen + phosphate	N_Pacific	(27.5,27.75]	-0.9423925	-0.9532357	-0.9300708
oxygen + phosphate	N_Pacific	(27.75,27.85]	-0.9972737	-0.9981284	-0.9964049
oxygen + phosphate	N_Pacific	(27.85,27.95]	-0.9984683	-0.9998552	-0.9973288
oxygen + phosphate	N_Pacific	(27.95,28.05]	-0.9982078	-0.9998585	-0.9967339
oxygen + phosphate	N_Pacific	(28.05,28.1]	-0.9999567	-0.9999668	-0.9999479
oxygen + phosphate	N_Pacific	(28.1,28.2]	-0.9996874	-0.9997794	-0.9996135
oxygen + phosphate	Pacific	(-Inf,26]	-0.8670213	-0.8963590	-0.8131337
oxygen + phosphate	Pacific	(26,26.5]	-0.9496874	-0.9698592	-0.9366931
oxygen + phosphate	Pacific	(26.5,26.75]	-0.9618748	-0.9716085	-0.9567153
oxygen + phosphate	Pacific	(26.75,27]	-0.9697735	-0.9758668	-0.9628858
oxygen + phosphate	Pacific	(27,27.25]	-0.9713126	-0.9744970	-0.9659304
oxygen + phosphate	Pacific	(27.25,27.5]	-0.9714428	-0.9754295	-0.9692606
oxygen + phosphate	Pacific	(27.5,27.75]	-0.9821508	-0.9844714	-0.9783983
oxygen + phosphate	Pacific	(27.75,27.85]	-0.9933731	-0.9951625	-0.9907733
oxygen + phosphate	Pacific	(27.85,27.95]	-0.9958553	-0.9964576	-0.9949801
oxygen + phosphate	Pacific	(27.95,28.05]	-0.9937972	-0.9950980	-0.9927293
oxygen + phosphate	Pacific	(28.05,28.1]	-0.9852098	-0.9886424	-0.9828267
oxygen + phosphate	Pacific	(28.1,28.2]	-0.9890215	-0.9914671	-0.9861242
oxygen + phosphate	SO	(-Inf,26]	-0.6887541	-0.8586763	-0.4520283
oxygen + phosphate	SO	(26,26.5]	-0.8259780	-0.8753358	-0.7605880
oxygen + phosphate	SO	(26.5,26.75]	-0.8138211	-0.8287081	-0.7881263
oxygen + phosphate	SO	(26.75,27]	-0.7489439	-0.7615475	-0.7245861
oxygen + phosphate	SO	(27,27.25]	-0.7738452	-0.7848125	-0.7614335
oxygen + phosphate	SO	(27.25,27.5]	-0.8080620	-0.8293647	-0.7959359
oxygen + phosphate	SO	(27.5,27.75]	-0.8561624	-0.8610444	-0.8531372
oxygen + phosphate	SO	(27.75,27.85]	-0.7490696	-0.7726662	-0.7283840
oxygen + phosphate	SO	(27.85,27.95]	-0.6529883	-0.6790736	-0.6217115
oxygen + phosphate	SO	(27.95,28.05]	-0.5641490	-0.5680818	-0.5607313
oxygen + phosphate	SO	(28.05,28.1]	-0.3627354	-0.3805918	-0.3498125
oxygen + phosphate	SO	(28.1,28.15]	-0.2946090	-0.4250361	-0.1206438
oxygen + phosphate	SO	(28.1,28.2]	-0.5984702	-0.6676198	-0.5564071
oxygen + phosphate	SO	(28.15,28.2]	-0.4381025	-0.6154664	-0.1314270
oxygen + phosphate	SO	(28.2, Inf]	-0.7342597	-0.7973474	-0.6766472
oxygen + phosphate	SO	(28.2,28.3]	-0.7908005	-0.8110537	-0.7723135
oxygen + phosphate	SO	(28.3, Inf]	-0.9972949	-0.9996931	-0.9951953
oxygen + phosphate_star	Atlantic	(-Inf,26]	-0.1250535	-0.3997690	0.1233967
oxygen + phosphate_star	Atlantic	(26,26.5]	-0.5562427	-0.6704668	-0.4223095
oxygen + phosphate_star	Atlantic	(26.5,26.75]	-0.5640058	-0.6614475	-0.4557993
oxygen + phosphate_star	Atlantic	(26.75,27]	-0.1731753	-0.3028395	-0.0385785
oxygen + phosphate_star	Atlantic	(27,27.25]	0.2678579	0.1058628	0.3978063
oxygen + phosphate_star	Atlantic	(27.25,27.5]	0.5376721	0.4002191	0.6493023
oxygen + phosphate_star	Atlantic	(27.5,27.75]	0.2377985	0.1314183	0.3420965
oxygen + phosphate_star	Atlantic	(27.75,27.85]	-0.4545915	-0.5038800	-0.4284064
oxygen + phosphate_star	Atlantic	(27.85,27.95]	-0.2007919	-0.3300372	-0.1320148
oxygen + phosphate_star	Atlantic	(27.95,28.05]	-0.6288157	-0.6814989	-0.5325461
oxygen + phosphate_star	Atlantic	(28.05,28.1]	-0.7162680	-0.7444488	-0.6774675
oxygen + phosphate_star	Atlantic	(28.1,28.15]	-0.5931484	-0.7023251	-0.5184059
oxygen + phosphate_star	Atlantic	(28.15,28.2]	-0.4809840	-0.6555548	-0.2666487
oxygen + phosphate_star	Atlantic	(28.2, Inf]	0.4510579	-0.4872299	0.9905666
oxygen + phosphate_star	Indian	(-Inf,26]	-0.9279113	-0.9448870	-0.8943811
oxygen + phosphate_star	Indian	(26,26.5]	-0.8882342	-0.9294796	-0.8253232
oxygen + phosphate_star	Indian	(26.5,26.75]	-0.7711834	-0.8794490	-0.6300150
oxygen + phosphate_star	Indian	(26.75,27]	0.0399063	0.0042531	0.1013149
oxygen + phosphate_star	Indian	(27,27.25]	0.7632281	0.7444695	0.7937989
oxygen + phosphate_star	Indian	(27.25,27.5]	0.8567494	0.8536839	0.8594655
oxygen + phosphate_star	Indian	(27.5,27.75]	0.8749381	0.8522113	0.9074543
oxygen + phosphate_star	Indian	(27.75,27.85]	0.4281995	0.3450666	0.5025665
oxygen + phosphate_star	Indian	(27.85,27.95]	-0.8222854	-0.8310197	-0.8173095
oxygen + phosphate_star	Indian	(27.95,28.05]	-0.8470131	-0.9133260	-0.7479162
oxygen + phosphate_star	Indian	(28.05,28.1]	-0.6367757	-0.8659326	-0.2452982
oxygen + phosphate_star	Indian	(28.1,28.2]	0.2603529	0.0034572	0.6813072
oxygen + phosphate_star	Indian	(28.2,28.3]	0.4680338	0.3873479	0.5487198
oxygen + phosphate_star	N_Atlantic	(-Inf,26]	-0.6764515	-0.7625855	-0.5903175
oxygen + phosphate_star	N_Atlantic	(26,26.5]	-0.4057418	-0.5602632	-0.2796708
oxygen + phosphate_star	N_Atlantic	(26.5,26.75]	-0.3159141	-0.4574893	-0.0786146
oxygen + phosphate_star	N_Atlantic	(26.75,27]	-0.3824517	-0.5940399	-0.2322859
oxygen + phosphate_star	N_Atlantic	(27,27.25]	-0.0499913	-0.1178352	0.0361592
oxygen + phosphate_star	N_Atlantic	(27.25,27.5]	0.4819858	0.3881473	0.6572126
oxygen + phosphate_star	N_Atlantic	(27.5,27.75]	0.6956672	0.6365401	0.7491327
oxygen + phosphate_star	N_Atlantic	(27.75,27.85]	0.7912086	0.7684656	0.8323517
oxygen + phosphate_star	N_Atlantic	(27.85,27.95]	0.8652169	0.8471259	0.9009065
oxygen + phosphate_star	N_Atlantic	(27.95,28.05]	0.7433760	0.6954470	0.8222874
oxygen + phosphate_star	N_Atlantic	(28.05,28.1]	-0.8355838	-0.8625593	-0.8208383
oxygen + phosphate_star	N_Atlantic	(28.1,28.15]	-0.9026112	-0.9490467	-0.8793156
oxygen + phosphate_star	N_Atlantic	(28.15,28.2]	0.9013875	0.8439969	0.9956800
oxygen + phosphate_star	N_Atlantic	(28.2, Inf]	0.1395402	-0.7896363	0.8873415
oxygen + phosphate_star	N_Pacific	(-Inf,26]	0.2168331	-0.1172399	0.6148049
oxygen + phosphate_star	N_Pacific	(26,26.5]	-0.4208838	-0.5465306	-0.2089400
oxygen + phosphate_star	N_Pacific	(26.5,26.75]	-0.1756799	-0.2349400	-0.0840906
oxygen + phosphate_star	N_Pacific	(26.75,27]	0.1892788	0.0767508	0.3324448
oxygen + phosphate_star	N_Pacific	(27,27.25]	-0.5352393	-0.5578627	-0.4956018
oxygen + phosphate_star	N_Pacific	(27.25,27.5]	-0.4471109	-0.4548063	-0.4385423
oxygen + phosphate_star	N_Pacific	(27.5,27.75]	0.9419691	0.9308785	0.9507556
oxygen + phosphate_star	N_Pacific	(27.75,27.85]	0.9641701	0.9552543	0.9735139
oxygen + phosphate_star	N_Pacific	(27.85,27.95]	0.9145766	0.8596828	0.9899884
oxygen + phosphate_star	N_Pacific	(27.95,28.05]	0.7542364	0.5982803	0.9621742
oxygen + phosphate_star	N_Pacific	(28.05,28.1]	0.8802444	0.8627599	0.9022309
oxygen + phosphate_star	N_Pacific	(28.1,28.2]	-0.7518760	-0.8168872	-0.6885477
oxygen + phosphate_star	Pacific	(-Inf,26]	-0.4982171	-0.6301329	-0.3597476
oxygen + phosphate_star	Pacific	(26,26.5]	-0.7170646	-0.7421444	-0.7040427
oxygen + phosphate_star	Pacific	(26.5,26.75]	-0.6430107	-0.6607409	-0.6194938
oxygen + phosphate_star	Pacific	(26.75,27]	-0.5112843	-0.5873864	-0.3854846
oxygen + phosphate_star	Pacific	(27,27.25]	0.0797780	-0.0934646	0.2671500
oxygen + phosphate_star	Pacific	(27.25,27.5]	0.3245871	0.0937506	0.4764643
oxygen + phosphate_star	Pacific	(27.5,27.75]	0.4783959	0.3038883	0.6072097
oxygen + phosphate_star	Pacific	(27.75,27.85]	0.2016645	-0.0463738	0.3990895
oxygen + phosphate_star	Pacific	(27.85,27.95]	-0.3733988	-0.4667216	-0.3172603
oxygen + phosphate_star	Pacific	(27.95,28.05]	-0.2950730	-0.3497889	-0.2501728
oxygen + phosphate_star	Pacific	(28.05,28.1]	-0.3554867	-0.4019587	-0.2634809
oxygen + phosphate_star	Pacific	(28.1,28.2]	-0.3345888	-0.3790296	-0.2500200
oxygen + phosphate_star	SO	(-Inf,26]	0.1736350	-0.1689107	0.4538554
oxygen + phosphate_star	SO	(26,26.5]	-0.4424805	-0.6067496	-0.2336376
oxygen + phosphate_star	SO	(26.5,26.75]	-0.3072071	-0.3961355	-0.2011024
oxygen + phosphate_star	SO	(26.75,27]	-0.0254668	-0.0671496	0.0040703
oxygen + phosphate_star	SO	(27,27.25]	0.4324340	0.3535060	0.5643784
oxygen + phosphate_star	SO	(27.25,27.5]	0.6622454	0.5716391	0.7444776
oxygen + phosphate_star	SO	(27.5,27.75]	0.8769372	0.8451311	0.8959311
oxygen + phosphate_star	SO	(27.75,27.85]	0.4308971	0.3951535	0.4982439
oxygen + phosphate_star	SO	(27.85,27.95]	0.4632743	0.4317722	0.4912810
oxygen + phosphate_star	SO	(27.95,28.05]	0.5922026	0.5649183	0.6398319
oxygen + phosphate_star	SO	(28.05,28.1]	0.7858267	0.7477405	0.8216511
oxygen + phosphate_star	SO	(28.1,28.15]	0.8640375	0.8298924	0.8851205
oxygen + phosphate_star	SO	(28.1,28.2]	0.8771104	0.8385775	0.9062340
oxygen + phosphate_star	SO	(28.15,28.2]	0.9093427	0.8793042	0.9347832
oxygen + phosphate_star	SO	(28.2, Inf]	0.2886612	0.0942339	0.4286534
oxygen + phosphate_star	SO	(28.2,28.3]	0.9106195	0.8877731	0.9375037
oxygen + phosphate_star	SO	(28.3, Inf]	0.9983937	0.9974697	0.9998876
phosphate + phosphate_star	Atlantic	(-Inf,26]	0.7810862	0.7316328	0.8692308
phosphate + phosphate_star	Atlantic	(26,26.5]	0.8399136	0.7968267	0.8888241
phosphate + phosphate_star	Atlantic	(26.5,26.75]	0.8025441	0.7501871	0.8552417
phosphate + phosphate_star	Atlantic	(26.75,27]	0.6155614	0.5369982	0.6767854
phosphate + phosphate_star	Atlantic	(27,27.25]	0.5414152	0.4404766	0.6076743
phosphate + phosphate_star	Atlantic	(27.25,27.5]	0.7865398	0.7285161	0.8491486
phosphate + phosphate_star	Atlantic	(27.5,27.75]	0.9294046	0.9067035	0.9476425
phosphate + phosphate_star	Atlantic	(27.75,27.85]	0.9608868	0.9446925	0.9745583
phosphate + phosphate_star	Atlantic	(27.85,27.95]	0.7823994	0.7438174	0.8397178
phosphate + phosphate_star	Atlantic	(27.95,28.05]	0.9010389	0.8652694	0.9198849
phosphate + phosphate_star	Atlantic	(28.05,28.1]	0.9568914	0.9512514	0.9608847
phosphate + phosphate_star	Atlantic	(28.1,28.15]	0.9824729	0.9813915	0.9840443
phosphate + phosphate_star	Atlantic	(28.15,28.2]	0.9743545	0.9624653	0.9851874
phosphate + phosphate_star	Atlantic	(28.2, Inf]	0.9560369	0.9162122	0.9909926
phosphate + phosphate_star	Indian	(-Inf,26]	0.9703162	0.9558681	0.9778348
phosphate + phosphate_star	Indian	(26,26.5]	0.9468604	0.9173241	0.9661088
phosphate + phosphate_star	Indian	(26.5,26.75]	0.8741166	0.8093725	0.9293710
phosphate + phosphate_star	Indian	(26.75,27]	0.1813839	0.1112755	0.2421406
phosphate + phosphate_star	Indian	(27,27.25]	-0.4835886	-0.5324663	-0.4588827
phosphate + phosphate_star	Indian	(27.25,27.5]	-0.4658265	-0.5103083	-0.4117764
phosphate + phosphate_star	Indian	(27.5,27.75]	-0.6586399	-0.7886727	-0.5751094
phosphate + phosphate_star	Indian	(27.75,27.85]	-0.3047853	-0.3773701	-0.2127653
phosphate + phosphate_star	Indian	(27.85,27.95]	0.8820475	0.8702548	0.8887424
phosphate + phosphate_star	Indian	(27.95,28.05]	0.9193900	0.8541878	0.9616658
phosphate + phosphate_star	Indian	(28.05,28.1]	0.8245268	0.6231375	0.9406943
phosphate + phosphate_star	Indian	(28.1,28.2]	0.0884700	-0.4215462	0.4080842
phosphate + phosphate_star	Indian	(28.2,28.3]	0.8403332	0.7705690	0.9100975
phosphate + phosphate_star	N_Atlantic	(-Inf,26]	0.8547217	0.8529826	0.8564607
phosphate + phosphate_star	N_Atlantic	(26,26.5]	0.6982720	0.6087310	0.8390092
phosphate + phosphate_star	N_Atlantic	(26.5,26.75]	0.6134926	0.4742764	0.6938205
phosphate + phosphate_star	N_Atlantic	(26.75,27]	0.6824998	0.5868428	0.8065361
phosphate + phosphate_star	N_Atlantic	(27,27.25]	0.4480787	0.4259637	0.4593259
phosphate + phosphate_star	N_Atlantic	(27.25,27.5]	0.2052261	0.0637560	0.3779254
phosphate + phosphate_star	N_Atlantic	(27.5,27.75]	0.2502127	0.2108729	0.2805158
phosphate + phosphate_star	N_Atlantic	(27.75,27.85]	-0.1595014	-0.1979286	-0.1125223
phosphate + phosphate_star	N_Atlantic	(27.85,27.95]	-0.1725941	-0.3779613	0.1032211
phosphate + phosphate_star	N_Atlantic	(27.95,28.05]	0.3508320	-0.0930130	0.5790018
phosphate + phosphate_star	N_Atlantic	(28.05,28.1]	0.9580494	0.9468156	0.9682099
phosphate + phosphate_star	N_Atlantic	(28.1,28.15]	0.9784696	0.9735889	0.9844510
phosphate + phosphate_star	N_Atlantic	(28.15,28.2]	0.4552309	-0.1502705	0.9681519
phosphate + phosphate_star	N_Atlantic	(28.2, Inf]	0.9884348	0.9754716	0.9959912
phosphate + phosphate_star	N_Pacific	(-Inf,26]	0.6129430	0.3219084	0.8452799
phosphate + phosphate_star	N_Pacific	(26,26.5]	0.7781463	0.6724220	0.8310224
phosphate + phosphate_star	N_Pacific	(26.5,26.75]	0.4920909	0.4756943	0.5004877
phosphate + phosphate_star	N_Pacific	(26.75,27]	0.2259297	0.1598149	0.2862573
phosphate + phosphate_star	N_Pacific	(27,27.25]	0.7566095	0.7213739	0.7772227
phosphate + phosphate_star	N_Pacific	(27.25,27.5]	0.7764033	0.7661076	0.7824111
phosphate + phosphate_star	N_Pacific	(27.5,27.75]	-0.7755781	-0.8126212	-0.7315683
phosphate + phosphate_star	N_Pacific	(27.75,27.85]	-0.9419871	-0.9577109	-0.9267613
phosphate + phosphate_star	N_Pacific	(27.85,27.95]	-0.8910922	-0.9874429	-0.8200738
phosphate + phosphate_star	N_Pacific	(27.95,28.05]	-0.7150967	-0.9574552	-0.5316178
phosphate + phosphate_star	N_Pacific	(28.05,28.1]	-0.8757948	-0.8986846	-0.8575524
phosphate + phosphate_star	N_Pacific	(28.1,28.2]	0.7680697	0.7084414	0.8288232
phosphate + phosphate_star	Pacific	(-Inf,26]	0.8614183	0.8351610	0.9134644
phosphate + phosphate_star	Pacific	(26,26.5]	0.8975668	0.8830904	0.9081347
phosphate + phosphate_star	Pacific	(26.5,26.75]	0.8264440	0.7876323	0.8495262
phosphate + phosphate_star	Pacific	(26.75,27]	0.7044806	0.6202268	0.7650014
phosphate + phosphate_star	Pacific	(27,27.25]	0.1566402	-0.0086525	0.3186311
phosphate + phosphate_star	Pacific	(27.25,27.5]	-0.0949988	-0.2455045	0.1525628
phosphate + phosphate_star	Pacific	(27.5,27.75]	-0.3068927	-0.4538603	-0.1003719
phosphate + phosphate_star	Pacific	(27.75,27.85]	-0.0907818	-0.3070792	0.1813297
phosphate + phosphate_star	Pacific	(27.85,27.95]	0.4554929	0.3958883	0.5528839
phosphate + phosphate_star	Pacific	(27.95,28.05]	0.3991999	0.3648949	0.4407204
phosphate + phosphate_star	Pacific	(28.05,28.1]	0.5088524	0.4054648	0.5640228
phosphate + phosphate_star	Pacific	(28.1,28.2]	0.4695526	0.4072876	0.5049443
phosphate + phosphate_star	SO	(-Inf,26]	0.5660612	0.4583029	0.6501937
phosphate + phosphate_star	SO	(26,26.5]	0.8685588	0.8089684	0.9154528
phosphate + phosphate_star	SO	(26.5,26.75]	0.8020632	0.7614328	0.8421754
phosphate + phosphate_star	SO	(26.75,27]	0.6810649	0.6591817	0.6977838
phosphate + phosphate_star	SO	(27,27.25]	0.2323323	0.0838446	0.3108697
phosphate + phosphate_star	SO	(27.25,27.5]	-0.0978724	-0.1883755	-0.0156748
phosphate + phosphate_star	SO	(27.5,27.75]	-0.5035902	-0.5339960	-0.4441521
phosphate + phosphate_star	SO	(27.75,27.85]	0.2731560	0.1654297	0.3415832
phosphate + phosphate_star	SO	(27.85,27.95]	0.3680943	0.3585958	0.3767734
phosphate + phosphate_star	SO	(27.95,28.05]	0.3303404	0.2775549	0.3581529
phosphate + phosphate_star	SO	(28.05,28.1]	0.2892276	0.2143814	0.3604709
phosphate + phosphate_star	SO	(28.1,28.15]	0.2181133	0.0619648	0.4537269
phosphate + phosphate_star	SO	(28.1,28.2]	-0.1436691	-0.2902616	-0.0139255
phosphate + phosphate_star	SO	(28.15,28.2]	-0.0413236	-0.2426256	0.3565650
phosphate + phosphate_star	SO	(28.2, Inf]	0.4271746	0.2933201	0.6130200
phosphate + phosphate_star	SO	(28.2,28.3]	-0.4687031	-0.5568100	-0.3932494
phosphate + phosphate_star	SO	(28.3, Inf]	-0.9915836	-0.9992092	-0.9865741
sal + aou	Atlantic	(-Inf,26]	-0.1186539	-0.2746359	-0.0054756
sal + aou	Atlantic	(26,26.5]	-0.1908475	-0.3355488	-0.1160214
sal + aou	Atlantic	(26.5,26.75]	-0.1929950	-0.3365168	-0.0726259
sal + aou	Atlantic	(26.75,27]	-0.1022220	-0.1978336	0.0254984
sal + aou	Atlantic	(27,27.25]	-0.0686149	-0.2088163	0.0829381
sal + aou	Atlantic	(27.25,27.5]	-0.0105231	-0.1420513	0.1713388
sal + aou	Atlantic	(27.5,27.75]	-0.5348608	-0.5993446	-0.4674784
sal + aou	Atlantic	(27.75,27.85]	-0.7730183	-0.8412832	-0.7271090
sal + aou	Atlantic	(27.85,27.95]	-0.5804582	-0.6624884	-0.5320340
sal + aou	Atlantic	(27.95,28.05]	-0.8598484	-0.8695720	-0.8513978
sal + aou	Atlantic	(28.05,28.1]	-0.8677619	-0.8863430	-0.8507267
sal + aou	Atlantic	(28.1,28.15]	-0.8923870	-0.9254145	-0.8564941
sal + aou	Atlantic	(28.15,28.2]	-0.3539949	-0.5926635	-0.1623689
sal + aou	Atlantic	(28.2, Inf]	0.6533595	0.3781056	0.9602447
sal + aou	Indian	(-Inf,26]	-0.3223310	-0.6204970	-0.0008927
sal + aou	Indian	(26,26.5]	-0.1631943	-0.3116743	-0.0427997
sal + aou	Indian	(26.5,26.75]	0.3066888	0.0750502	0.4407867
sal + aou	Indian	(26.75,27]	0.8170797	0.7948574	0.8382196
sal + aou	Indian	(27,27.25]	0.9099619	0.8906345	0.9380049
sal + aou	Indian	(27.25,27.5]	0.9120269	0.8887996	0.9427854
sal + aou	Indian	(27.5,27.75]	0.7698534	0.7193242	0.8697103
sal + aou	Indian	(27.75,27.85]	0.8226288	0.7771789	0.8893918
sal + aou	Indian	(27.85,27.95]	0.7458083	0.6742668	0.7867690
sal + aou	Indian	(27.95,28.05]	0.0728856	-0.4242477	0.5566315
sal + aou	Indian	(28.05,28.1]	-0.2943815	-0.7330458	0.3238878
sal + aou	Indian	(28.1,28.2]	0.4765671	0.1686947	0.9029787
sal + aou	Indian	(28.2,28.3]	0.0070383	-0.0388957	0.0529724
sal + aou	N_Atlantic	(-Inf,26]	-0.9045097	-0.9992497	-0.8097698
sal + aou	N_Atlantic	(26,26.5]	-0.1033314	-0.5247896	0.2432822
sal + aou	N_Atlantic	(26.5,26.75]	0.2811857	0.2170034	0.3136323
sal + aou	N_Atlantic	(26.75,27]	0.1806464	0.0811917	0.2897344
sal + aou	N_Atlantic	(27,27.25]	0.3270294	0.2934097	0.3630450
sal + aou	N_Atlantic	(27.25,27.5]	0.4029934	0.2704076	0.4763638
sal + aou	N_Atlantic	(27.5,27.75]	0.4253894	0.4042673	0.4388786
sal + aou	N_Atlantic	(27.75,27.85]	0.4942152	0.3827178	0.6536979
sal + aou	N_Atlantic	(27.85,27.95]	0.4331210	0.2059108	0.7590713
sal + aou	N_Atlantic	(27.95,28.05]	0.3454840	0.0918460	0.8143378
sal + aou	N_Atlantic	(28.05,28.1]	-0.1116634	-0.4007847	0.1779448
sal + aou	N_Atlantic	(28.1,28.15]	-0.0508350	-0.4030364	0.2887090
sal + aou	N_Atlantic	(28.15,28.2]	0.2376658	0.0268685	0.3760495
sal + aou	N_Atlantic	(28.2, Inf]	0.9281857	0.9154307	0.9470319
sal + aou	N_Pacific	(-Inf,26]	-0.1705726	-0.4991577	0.2266566
sal + aou	N_Pacific	(26,26.5]	-0.3851236	-0.5520393	-0.1419362
sal + aou	N_Pacific	(26.5,26.75]	0.3738293	0.2280439	0.5009578
sal + aou	N_Pacific	(26.75,27]	0.6651227	0.6316264	0.6933382
sal + aou	N_Pacific	(27,27.25]	0.4440558	0.4069082	0.5053686
sal + aou	N_Pacific	(27.25,27.5]	0.3966701	0.3649039	0.4167545
sal + aou	N_Pacific	(27.5,27.75]	-0.8723508	-0.8958884	-0.8263364
sal + aou	N_Pacific	(27.75,27.85]	-0.9726683	-0.9782368	-0.9686234
sal + aou	N_Pacific	(27.85,27.95]	-0.9865073	-0.9902830	-0.9817662
sal + aou	N_Pacific	(27.95,28.05]	-0.9889086	-0.9901064	-0.9874559
sal + aou	N_Pacific	(28.05,28.1]	-0.9935493	-0.9951006	-0.9918379
sal + aou	N_Pacific	(28.1,28.2]	-0.9853792	-0.9919798	-0.9754580
sal + aou	Pacific	(-Inf,26]	-0.1213008	-0.2297712	-0.0151655
sal + aou	Pacific	(26,26.5]	-0.3155829	-0.4429768	-0.0946037
sal + aou	Pacific	(26.5,26.75]	-0.0946437	-0.2796792	0.1925143
sal + aou	Pacific	(26.75,27]	-0.0220665	-0.2637175	0.1793898
sal + aou	Pacific	(27,27.25]	0.1652834	-0.0316446	0.3761283
sal + aou	Pacific	(27.25,27.5]	0.3670580	0.3035803	0.4928242
sal + aou	Pacific	(27.5,27.75]	0.2118202	0.1873837	0.2304015
sal + aou	Pacific	(27.75,27.85]	-0.1353685	-0.1734406	-0.0668039
sal + aou	Pacific	(27.85,27.95]	-0.5575722	-0.6124185	-0.4759042
sal + aou	Pacific	(27.95,28.05]	-0.9282650	-0.9381065	-0.9100899
sal + aou	Pacific	(28.05,28.1]	-0.9613387	-0.9736164	-0.9547393
sal + aou	Pacific	(28.1,28.2]	-0.9070434	-0.9155375	-0.8968981
sal + aou	SO	(-Inf,26]	-0.3999406	-0.6362166	-0.1268455
sal + aou	SO	(26,26.5]	-0.6333373	-0.7205872	-0.4985114
sal + aou	SO	(26.5,26.75]	-0.4853631	-0.5720070	-0.3737100
sal + aou	SO	(26.75,27]	-0.1459392	-0.1914669	-0.1208478
sal + aou	SO	(27,27.25]	0.5756737	0.5292182	0.6444466
sal + aou	SO	(27.25,27.5]	0.8620831	0.8326622	0.8993777
sal + aou	SO	(27.5,27.75]	0.8408797	0.8246839	0.8538287
sal + aou	SO	(27.75,27.85]	0.3806861	0.3317512	0.4364996
sal + aou	SO	(27.85,27.95]	0.2874840	0.2603925	0.3122016
sal + aou	SO	(27.95,28.05]	0.4551520	0.4206673	0.5167217
sal + aou	SO	(28.05,28.1]	0.6958787	0.6517580	0.7515271
sal + aou	SO	(28.1,28.15]	0.8043778	0.7211698	0.8662085
sal + aou	SO	(28.1,28.2]	0.8923250	0.8444892	0.9190784
sal + aou	SO	(28.15,28.2]	0.8427053	0.7508530	0.8918979
sal + aou	SO	(28.2, Inf]	0.7721499	0.6805020	0.8552816
sal + aou	SO	(28.2,28.3]	0.8984913	0.8411797	0.9551572
sal + aou	SO	(28.3, Inf]	0.9503128	0.8634698	0.9951951
sal + nitrate	Atlantic	(-Inf,26]	-0.0838585	-0.2574871	0.0310414
sal + nitrate	Atlantic	(26,26.5]	-0.2457111	-0.3921394	-0.1645151
sal + nitrate	Atlantic	(26.5,26.75]	-0.2918094	-0.4283157	-0.1844128
sal + nitrate	Atlantic	(26.75,27]	-0.3279423	-0.3982873	-0.2244706
sal + nitrate	Atlantic	(27,27.25]	-0.5564863	-0.6130980	-0.4462740
sal + nitrate	Atlantic	(27.25,27.5]	-0.8452629	-0.8912380	-0.8194542
sal + nitrate	Atlantic	(27.5,27.75]	-0.9566159	-0.9652472	-0.9463178
sal + nitrate	Atlantic	(27.75,27.85]	-0.9246154	-0.9511508	-0.9068907
sal + nitrate	Atlantic	(27.85,27.95]	-0.7917201	-0.8398715	-0.7613793
sal + nitrate	Atlantic	(27.95,28.05]	-0.9002741	-0.9077028	-0.8937773
sal + nitrate	Atlantic	(28.05,28.1]	-0.8713666	-0.8814156	-0.8574938
sal + nitrate	Atlantic	(28.1,28.15]	-0.9399919	-0.9520927	-0.9188295
sal + nitrate	Atlantic	(28.15,28.2]	-0.6644903	-0.7888346	-0.5592903
sal + nitrate	Atlantic	(28.2, Inf]	-0.6146611	-0.9729030	-0.0137083
sal + nitrate	Indian	(-Inf,26]	-0.3920556	-0.6737319	-0.0824775
sal + nitrate	Indian	(26,26.5]	-0.2690123	-0.4434932	-0.1297181
sal + nitrate	Indian	(26.5,26.75]	0.1485867	-0.1711305	0.3245263
sal + nitrate	Indian	(26.75,27]	0.6772613	0.6401131	0.7246923
sal + nitrate	Indian	(27,27.25]	0.7005159	0.6621804	0.7537410
sal + nitrate	Indian	(27.25,27.5]	0.6926620	0.6444580	0.7411487
sal + nitrate	Indian	(27.5,27.75]	0.6756005	0.6093985	0.8044876
sal + nitrate	Indian	(27.75,27.85]	0.7619464	0.7175187	0.8188925
sal + nitrate	Indian	(27.85,27.95]	0.6719635	0.5632458	0.7297654
sal + nitrate	Indian	(27.95,28.05]	0.0138767	-0.4915884	0.5166175
sal + nitrate	Indian	(28.05,28.1]	-0.3962034	-0.7949611	0.1604876
sal + nitrate	Indian	(28.1,28.2]	0.2195041	-0.1574351	0.7592150
sal + nitrate	Indian	(28.2,28.3]	-0.8005280	-0.9012187	-0.6998374
sal + nitrate	N_Atlantic	(-Inf,26]	-0.9163601	-0.9911645	-0.8415556
sal + nitrate	N_Atlantic	(26,26.5]	-0.1880770	-0.6379484	0.1411777
sal + nitrate	N_Atlantic	(26.5,26.75]	0.2981005	0.2454779	0.3339349
sal + nitrate	N_Atlantic	(26.75,27]	0.1030181	0.0045864	0.2128863
sal + nitrate	N_Atlantic	(27,27.25]	0.0799653	0.0568612	0.1199406
sal + nitrate	N_Atlantic	(27.25,27.5]	-0.1782860	-0.3376050	0.0117800
sal + nitrate	N_Atlantic	(27.5,27.75]	-0.3099639	-0.4289335	-0.2203724
sal + nitrate	N_Atlantic	(27.75,27.85]	0.0100560	-0.0755677	0.1724654
sal + nitrate	N_Atlantic	(27.85,27.95]	-0.0361166	-0.5753572	0.5250286
sal + nitrate	N_Atlantic	(27.95,28.05]	-0.2131195	-0.6860266	0.6303428
sal + nitrate	N_Atlantic	(28.05,28.1]	-0.1265206	-0.4468260	0.1539518
sal + nitrate	N_Atlantic	(28.1,28.15]	-0.0409130	-0.3795658	0.2766173
sal + nitrate	N_Atlantic	(28.15,28.2]	0.3804489	0.0026975	0.6299037
sal + nitrate	N_Atlantic	(28.2, Inf]	0.9083693	0.8688886	0.9341272
sal + nitrate	N_Pacific	(-Inf,26]	-0.1681488	-0.5038780	0.2015974
sal + nitrate	N_Pacific	(26,26.5]	-0.5061396	-0.6551816	-0.3010328
sal + nitrate	N_Pacific	(26.5,26.75]	0.2001617	0.0300125	0.3733086
sal + nitrate	N_Pacific	(26.75,27]	0.4295520	0.4240052	0.4384507
sal + nitrate	N_Pacific	(27,27.25]	0.2836389	0.1867788	0.3394319
sal + nitrate	N_Pacific	(27.25,27.5]	0.4635576	0.3766220	0.5263054
sal + nitrate	N_Pacific	(27.5,27.75]	-0.6316362	-0.6896678	-0.5181969
sal + nitrate	N_Pacific	(27.75,27.85]	-0.9362990	-0.9480241	-0.9285432
sal + nitrate	N_Pacific	(27.85,27.95]	-0.9768897	-0.9806074	-0.9719441
sal + nitrate	N_Pacific	(27.95,28.05]	-0.9881658	-0.9889999	-0.9867617
sal + nitrate	N_Pacific	(28.05,28.1]	-0.9949669	-0.9956711	-0.9939757
sal + nitrate	N_Pacific	(28.1,28.2]	-0.9961305	-0.9970970	-0.9949089
sal + nitrate	Pacific	(-Inf,26]	-0.2420696	-0.3226290	-0.1377654
sal + nitrate	Pacific	(26,26.5]	-0.4698097	-0.6009334	-0.2251233
sal + nitrate	Pacific	(26.5,26.75]	-0.3422956	-0.5218956	-0.0269032
sal + nitrate	Pacific	(26.75,27]	-0.2814384	-0.4712255	-0.1510707
sal + nitrate	Pacific	(27,27.25]	-0.1243552	-0.2567106	-0.0334216
sal + nitrate	Pacific	(27.25,27.5]	0.1346696	0.1041478	0.1686772
sal + nitrate	Pacific	(27.5,27.75]	0.2184917	0.1884359	0.2415736
sal + nitrate	Pacific	(27.75,27.85]	-0.0685023	-0.1189757	0.0204446
sal + nitrate	Pacific	(27.85,27.95]	-0.4791586	-0.5440049	-0.3735837
sal + nitrate	Pacific	(27.95,28.05]	-0.8903129	-0.9048377	-0.8618075
sal + nitrate	Pacific	(28.05,28.1]	-0.9835122	-0.9868125	-0.9810341
sal + nitrate	Pacific	(28.1,28.2]	-0.9205916	-0.9339242	-0.9124144
sal + nitrate	SO	(-Inf,26]	-0.1376586	-0.3929679	0.0755107
sal + nitrate	SO	(26,26.5]	-0.6427267	-0.7037765	-0.5716434
sal + nitrate	SO	(26.5,26.75]	-0.6840873	-0.7405028	-0.6077698
sal + nitrate	SO	(26.75,27]	-0.5394046	-0.5647218	-0.5085387
sal + nitrate	SO	(27,27.25]	0.1520297	0.0886741	0.2257363
sal + nitrate	SO	(27.25,27.5]	0.5800367	0.5550943	0.6238264
sal + nitrate	SO	(27.5,27.75]	0.5824873	0.5336089	0.6178868
sal + nitrate	SO	(27.75,27.85]	-0.1617347	-0.2397804	-0.0756781
sal + nitrate	SO	(27.85,27.95]	-0.3373083	-0.3645242	-0.3073588
sal + nitrate	SO	(27.95,28.05]	-0.2469953	-0.2844539	-0.1918647
sal + nitrate	SO	(28.05,28.1]	-0.1512896	-0.2132744	-0.0637437
sal + nitrate	SO	(28.1,28.15]	0.0184123	-0.2507826	0.2301764
sal + nitrate	SO	(28.1,28.2]	0.4418936	0.3307105	0.5505924
sal + nitrate	SO	(28.15,28.2]	0.2969548	-0.0923301	0.5195179
sal + nitrate	SO	(28.2, Inf]	0.4908212	0.3928058	0.6225280
sal + nitrate	SO	(28.2,28.3]	0.7214738	0.6600865	0.8081118
sal + nitrate	SO	(28.3, Inf]	0.9393662	0.8350431	0.9964401
sal + oxygen	Atlantic	(-Inf,26]	-0.3364150	-0.4307742	-0.1515073
sal + oxygen	Atlantic	(26,26.5]	-0.0442690	-0.1659583	0.1318627
sal + oxygen	Atlantic	(26.5,26.75]	0.0248342	-0.1188408	0.1870385
sal + oxygen	Atlantic	(26.75,27]	-0.0907110	-0.2240879	0.0252391
sal + oxygen	Atlantic	(27,27.25]	-0.1887089	-0.3199742	-0.0212608
sal + oxygen	Atlantic	(27.25,27.5]	-0.3838779	-0.5316466	-0.2034340
sal + oxygen	Atlantic	(27.5,27.75]	-0.1154311	-0.2160719	0.0073891
sal + oxygen	Atlantic	(27.75,27.85]	0.3789491	0.3042463	0.4713583
sal + oxygen	Atlantic	(27.85,27.95]	0.3660442	0.3152020	0.4569902
sal + oxygen	Atlantic	(27.95,28.05]	0.8261231	0.8065148	0.8385942
sal + oxygen	Atlantic	(28.05,28.1]	0.8142462	0.7875301	0.8375063
sal + oxygen	Atlantic	(28.1,28.15]	0.6470872	0.5382304	0.7672615
sal + oxygen	Atlantic	(28.15,28.2]	-0.0284572	-0.3445838	0.2814267
sal + oxygen	Atlantic	(28.2, Inf]	-0.8293969	-0.9974126	-0.5498788
sal + oxygen	Indian	(-Inf,26]	0.2662514	-0.0697417	0.5844851
sal + oxygen	Indian	(26,26.5]	0.0892826	-0.0441135	0.2395733
sal + oxygen	Indian	(26.5,26.75]	-0.3661886	-0.4830372	-0.1536758
sal + oxygen	Indian	(26.75,27]	-0.8536653	-0.8696396	-0.8336480
sal + oxygen	Indian	(27,27.25]	-0.9425701	-0.9636450	-0.9267628
sal + oxygen	Indian	(27.25,27.5]	-0.9487726	-0.9694271	-0.9308663
sal + oxygen	Indian	(27.5,27.75]	-0.8139329	-0.8697736	-0.7847592
sal + oxygen	Indian	(27.75,27.85]	-0.8559495	-0.9012137	-0.8219438
sal + oxygen	Indian	(27.85,27.95]	-0.7662298	-0.8080904	-0.6955704
sal + oxygen	Indian	(27.95,28.05]	-0.1128741	-0.6027301	0.3975158
sal + oxygen	Indian	(28.05,28.1]	0.2295381	-0.4229816	0.6961144
sal + oxygen	Indian	(28.1,28.2]	-0.5361462	-0.9222430	-0.2593858
sal + oxygen	Indian	(28.2,28.3]	-0.4692436	-0.5394896	-0.3989976
sal + oxygen	N_Atlantic	(-Inf,26]	0.8859822	0.7723879	0.9995766
sal + oxygen	N_Atlantic	(26,26.5]	-0.0276336	-0.3702180	0.3799829
sal + oxygen	N_Atlantic	(26.5,26.75]	-0.4567281	-0.4740513	-0.4277201
sal + oxygen	N_Atlantic	(26.75,27]	-0.3249971	-0.4341623	-0.2129763
sal + oxygen	N_Atlantic	(27,27.25]	-0.4412323	-0.4732471	-0.4208666
sal + oxygen	N_Atlantic	(27.25,27.5]	-0.5648175	-0.6280926	-0.4778168
sal + oxygen	N_Atlantic	(27.5,27.75]	-0.6767556	-0.6911939	-0.6485655
sal + oxygen	N_Atlantic	(27.75,27.85]	-0.6910666	-0.8020890	-0.6005492
sal + oxygen	N_Atlantic	(27.85,27.95]	-0.6336475	-0.8126302	-0.5118863
sal + oxygen	N_Atlantic	(27.95,28.05]	-0.8195147	-0.8789335	-0.7632946
sal + oxygen	N_Atlantic	(28.05,28.1]	-0.0091159	-0.2844129	0.2900541
sal + oxygen	N_Atlantic	(28.1,28.15]	-0.0653268	-0.3427301	0.2581478
sal + oxygen	N_Atlantic	(28.15,28.2]	-0.3741048	-0.6878120	0.2021226
sal + oxygen	N_Atlantic	(28.2, Inf]	-0.0300778	-0.7566400	0.8260619
sal + oxygen	N_Pacific	(-Inf,26]	-0.3370491	-0.7424311	-0.0005036
sal + oxygen	N_Pacific	(26,26.5]	0.1588114	-0.1430776	0.3508621
sal + oxygen	N_Pacific	(26.5,26.75]	-0.5036197	-0.5880573	-0.4099939
sal + oxygen	N_Pacific	(26.75,27]	-0.7854205	-0.7941509	-0.7778161
sal + oxygen	N_Pacific	(27,27.25]	-0.5614306	-0.6174272	-0.5197252
sal + oxygen	N_Pacific	(27.25,27.5]	-0.2941314	-0.3657131	-0.2165724
sal + oxygen	N_Pacific	(27.5,27.75]	0.9283597	0.8900415	0.9475910
sal + oxygen	N_Pacific	(27.75,27.85]	0.9616054	0.9585225	0.9671938
sal + oxygen	N_Pacific	(27.85,27.95]	0.9840386	0.9805385	0.9873847
sal + oxygen	N_Pacific	(27.95,28.05]	0.9892096	0.9875716	0.9905828
sal + oxygen	N_Pacific	(28.05,28.1]	0.9950305	0.9935016	0.9963020
sal + oxygen	N_Pacific	(28.1,28.2]	0.9951130	0.9917748	0.9969174
sal + oxygen	Pacific	(-Inf,26]	-0.1796888	-0.2612528	-0.0426763
sal + oxygen	Pacific	(26,26.5]	0.1517801	-0.0308061	0.2648398
sal + oxygen	Pacific	(26.5,26.75]	-0.0516882	-0.3000468	0.1130320
sal + oxygen	Pacific	(26.75,27]	-0.0823661	-0.2719802	0.1492375
sal + oxygen	Pacific	(27,27.25]	-0.2171632	-0.4250109	-0.0235126
sal + oxygen	Pacific	(27.25,27.5]	-0.3872099	-0.5152072	-0.3228781
sal + oxygen	Pacific	(27.5,27.75]	-0.2002051	-0.2281750	-0.1703108
sal + oxygen	Pacific	(27.75,27.85]	0.1293281	0.0550877	0.1702874
sal + oxygen	Pacific	(27.85,27.95]	0.5758074	0.4918161	0.6317776
sal + oxygen	Pacific	(27.95,28.05]	0.9338687	0.9161511	0.9432721
sal + oxygen	Pacific	(28.05,28.1]	0.9501068	0.9429948	0.9638878
sal + oxygen	Pacific	(28.1,28.2]	0.9049439	0.8954218	0.9127333
sal + oxygen	SO	(-Inf,26]	-0.5372216	-0.8398067	-0.1216455
sal + oxygen	SO	(26,26.5]	0.2919214	0.0608112	0.4686063
sal + oxygen	SO	(26.5,26.75]	0.2323516	0.1017168	0.3312264
sal + oxygen	SO	(26.75,27]	-0.1010749	-0.1242946	-0.0573190
sal + oxygen	SO	(27,27.25]	-0.6993363	-0.7446939	-0.6680952
sal + oxygen	SO	(27.25,27.5]	-0.9209010	-0.9431513	-0.9020908
sal + oxygen	SO	(27.5,27.75]	-0.8054176	-0.8157166	-0.7895740
sal + oxygen	SO	(27.75,27.85]	-0.5039141	-0.5449357	-0.4658676
sal + oxygen	SO	(27.85,27.95]	-0.4589052	-0.4834948	-0.4277197
sal + oxygen	SO	(27.95,28.05]	-0.6140382	-0.6607299	-0.5843400
sal + oxygen	SO	(28.05,28.1]	-0.8094392	-0.8438707	-0.7866387
sal + oxygen	SO	(28.1,28.15]	-0.8989842	-0.9314155	-0.8624642
sal + oxygen	SO	(28.1,28.2]	-0.9279230	-0.9448760	-0.8975111
sal + oxygen	SO	(28.15,28.2]	-0.9350904	-0.9547152	-0.9063897
sal + oxygen	SO	(28.2, Inf]	-0.9116829	-0.9361288	-0.8756098
sal + oxygen	SO	(28.2,28.3]	-0.9365316	-0.9773612	-0.8899974
sal + oxygen	SO	(28.3, Inf]	-0.9508358	-0.9951754	-0.8640270
sal + phosphate	Atlantic	(-Inf,26]	-0.3684385	-0.4380427	-0.2458368
sal + phosphate	Atlantic	(26,26.5]	-0.3312506	-0.4557360	-0.2476303
sal + phosphate	Atlantic	(26.5,26.75]	-0.3353216	-0.4611308	-0.2380720
sal + phosphate	Atlantic	(26.75,27]	-0.3674887	-0.4275660	-0.2723337
sal + phosphate	Atlantic	(27,27.25]	-0.5869139	-0.6486993	-0.4872735
sal + phosphate	Atlantic	(27.25,27.5]	-0.8697620	-0.9179416	-0.8405252
sal + phosphate	Atlantic	(27.5,27.75]	-0.9482174	-0.9576276	-0.9337976
sal + phosphate	Atlantic	(27.75,27.85]	-0.9029986	-0.9434815	-0.8788807
sal + phosphate	Atlantic	(27.85,27.95]	-0.8237992	-0.8718076	-0.7827293
sal + phosphate	Atlantic	(27.95,28.05]	-0.9643643	-0.9708746	-0.9573978
sal + phosphate	Atlantic	(28.05,28.1]	-0.8995722	-0.9076308	-0.8925212
sal + phosphate	Atlantic	(28.1,28.15]	-0.9516577	-0.9638310	-0.9338917
sal + phosphate	Atlantic	(28.15,28.2]	-0.6828604	-0.8005377	-0.5829005
sal + phosphate	Atlantic	(28.2, Inf]	-0.6403336	-0.9790459	-0.0635016
sal + phosphate	Indian	(-Inf,26]	-0.3333032	-0.6547428	0.0065917
sal + phosphate	Indian	(26,26.5]	-0.1946011	-0.3905204	-0.0406941
sal + phosphate	Indian	(26.5,26.75]	0.2267689	-0.0892719	0.4049454
sal + phosphate	Indian	(26.75,27]	0.7352838	0.7020380	0.7758727
sal + phosphate	Indian	(27,27.25]	0.7769468	0.7563000	0.8163478
sal + phosphate	Indian	(27.25,27.5]	0.7335434	0.6938342	0.7866713
sal + phosphate	Indian	(27.5,27.75]	0.6933230	0.6274429	0.8100931
sal + phosphate	Indian	(27.75,27.85]	0.8002655	0.7639521	0.8438079
sal + phosphate	Indian	(27.85,27.95]	0.7066908	0.6013262	0.7624839
sal + phosphate	Indian	(27.95,28.05]	0.0477460	-0.4684682	0.5591107
sal + phosphate	Indian	(28.05,28.1]	-0.3462781	-0.7850613	0.2686045
sal + phosphate	Indian	(28.1,28.2]	0.2545276	-0.1336775	0.7930259
sal + phosphate	Indian	(28.2,28.3]	-0.8102420	-0.9022272	-0.7182567
sal + phosphate	N_Atlantic	(-Inf,26]	-0.9153772	-0.9921639	-0.8385906
sal + phosphate	N_Atlantic	(26,26.5]	-0.2302499	-0.6670067	0.0826892
sal + phosphate	N_Atlantic	(26.5,26.75]	0.1987231	0.1161728	0.2483372
sal + phosphate	N_Atlantic	(26.75,27]	0.0440334	-0.0369921	0.1436728
sal + phosphate	N_Atlantic	(27,27.25]	0.1026940	0.0762813	0.1518761
sal + phosphate	N_Atlantic	(27.25,27.5]	-0.0610714	-0.2387244	0.1305064
sal + phosphate	N_Atlantic	(27.5,27.75]	-0.2190694	-0.3369923	-0.1596280
sal + phosphate	N_Atlantic	(27.75,27.85]	0.0957302	0.0448853	0.1948940
sal + phosphate	N_Atlantic	(27.85,27.95]	0.0603372	-0.3035058	0.4302718
sal + phosphate	N_Atlantic	(27.95,28.05]	-0.1239362	-0.4795576	0.4924514
sal + phosphate	N_Atlantic	(28.05,28.1]	-0.2382955	-0.5457406	0.0392630
sal + phosphate	N_Atlantic	(28.1,28.15]	-0.1515472	-0.5163750	0.2144553
sal + phosphate	N_Atlantic	(28.15,28.2]	-0.3986156	-0.9698190	0.3714414
sal + phosphate	N_Atlantic	(28.2, Inf]	-0.9923851	-0.9963355	-0.9898733
sal + phosphate	N_Pacific	(-Inf,26]	-0.3341898	-0.5838872	-0.0938524
sal + phosphate	N_Pacific	(26,26.5]	-0.5264084	-0.6701098	-0.3442470
sal + phosphate	N_Pacific	(26.5,26.75]	0.2172551	0.0132045	0.3866587
sal + phosphate	N_Pacific	(26.75,27]	0.4919170	0.4123065	0.5492394
sal + phosphate	N_Pacific	(27,27.25]	0.3864109	0.3370049	0.4501210
sal + phosphate	N_Pacific	(27.25,27.5]	0.5727182	0.5493296	0.5857003
sal + phosphate	N_Pacific	(27.5,27.75]	-0.7764228	-0.8218609	-0.6996562
sal + phosphate	N_Pacific	(27.75,27.85]	-0.9459919	-0.9535126	-0.9405514
sal + phosphate	N_Pacific	(27.85,27.95]	-0.9823457	-0.9867179	-0.9771494
sal + phosphate	N_Pacific	(27.95,28.05]	-0.9852642	-0.9902436	-0.9825479
sal + phosphate	N_Pacific	(28.05,28.1]	-0.9954501	-0.9964356	-0.9941900
sal + phosphate	N_Pacific	(28.1,28.2]	-0.9958398	-0.9970325	-0.9940454
sal + phosphate	Pacific	(-Inf,26]	-0.2164357	-0.2836968	-0.1165868
sal + phosphate	Pacific	(26,26.5]	-0.4013998	-0.5333241	-0.1716888
sal + phosphate	Pacific	(26.5,26.75]	-0.1828468	-0.3679039	0.1074674
sal + phosphate	Pacific	(26.75,27]	-0.0397915	-0.2779684	0.1644262
sal + phosphate	Pacific	(27,27.25]	0.2097311	0.0099091	0.4282231
sal + phosphate	Pacific	(27.25,27.5]	0.4373004	0.3685894	0.5704801
sal + phosphate	Pacific	(27.5,27.75]	0.2968622	0.2699253	0.3269202
sal + phosphate	Pacific	(27.75,27.85]	-0.0618316	-0.1086166	0.0282245
sal + phosphate	Pacific	(27.85,27.95]	-0.5260501	-0.5868760	-0.4342970
sal + phosphate	Pacific	(27.95,28.05]	-0.9114637	-0.9232097	-0.8883486
sal + phosphate	Pacific	(28.05,28.1]	-0.9821389	-0.9857734	-0.9793454
sal + phosphate	Pacific	(28.1,28.2]	-0.9260725	-0.9382922	-0.9187498
sal + phosphate	SO	(-Inf,26]	-0.0869902	-0.3153227	0.0955395
sal + phosphate	SO	(26,26.5]	-0.6353919	-0.6962062	-0.5629895
sal + phosphate	SO	(26.5,26.75]	-0.6722324	-0.7299199	-0.5939891
sal + phosphate	SO	(26.75,27]	-0.5237319	-0.5481024	-0.4956633
sal + phosphate	SO	(27,27.25]	0.1711185	0.1083103	0.2414506
sal + phosphate	SO	(27.25,27.5]	0.6096415	0.5869960	0.6539958
sal + phosphate	SO	(27.5,27.75]	0.5456737	0.4971964	0.5794062
sal + phosphate	SO	(27.75,27.85]	-0.1500019	-0.2240173	-0.0728075
sal + phosphate	SO	(27.85,27.95]	-0.3458449	-0.3719967	-0.3173413
sal + phosphate	SO	(27.95,28.05]	-0.2840937	-0.3162560	-0.2356086
sal + phosphate	SO	(28.05,28.1]	-0.2299901	-0.2873646	-0.1535876
sal + phosphate	SO	(28.1,28.15]	-0.0998421	-0.3510344	0.1043406
sal + phosphate	SO	(28.1,28.2]	0.3574007	0.2431621	0.4701596
sal + phosphate	SO	(28.15,28.2]	0.1759900	-0.2257867	0.4161878
sal + phosphate	SO	(28.2, Inf]	0.4057521	0.3168058	0.5520988
sal + phosphate	SO	(28.2,28.3]	0.6254376	0.5473509	0.7257035
sal + phosphate	SO	(28.3, Inf]	0.9399645	0.8403392	0.9966126
sal + phosphate_star	Atlantic	(-Inf,26]	-0.8209793	-0.8786817	-0.7890281
sal + phosphate_star	Atlantic	(26,26.5]	-0.7573523	-0.7884503	-0.7054513
sal + phosphate_star	Atlantic	(26.5,26.75]	-0.8052250	-0.8334894	-0.7892542
sal + phosphate_star	Atlantic	(26.75,27]	-0.9234471	-0.9339732	-0.9149172
sal + phosphate_star	Atlantic	(27,27.25]	-0.9693838	-0.9750115	-0.9646111
sal + phosphate_star	Atlantic	(27.25,27.5]	-0.9746946	-0.9792047	-0.9658562
sal + phosphate_star	Atlantic	(27.5,27.75]	-0.9722399	-0.9772544	-0.9667960
sal + phosphate_star	Atlantic	(27.75,27.85]	-0.9580957	-0.9731718	-0.9488790
sal + phosphate_star	Atlantic	(27.85,27.95]	-0.9021150	-0.9370011	-0.8669048
sal + phosphate_star	Atlantic	(27.95,28.05]	-0.9140471	-0.9354668	-0.8724422
sal + phosphate_star	Atlantic	(28.05,28.1]	-0.8510211	-0.8526343	-0.8485668
sal + phosphate_star	Atlantic	(28.1,28.15]	-0.9483148	-0.9582194	-0.9399397
sal + phosphate_star	Atlantic	(28.15,28.2]	-0.8149226	-0.8807975	-0.7662308
sal + phosphate_star	Atlantic	(28.2, Inf]	-0.8095543	-0.9973169	-0.4559414
sal + phosphate_star	Indian	(-Inf,26]	-0.4316760	-0.7351400	-0.1057080
sal + phosphate_star	Indian	(26,26.5]	-0.4018985	-0.6607167	-0.2220663
sal + phosphate_star	Indian	(26.5,26.75]	-0.1636848	-0.6172363	0.1226508
sal + phosphate_star	Indian	(26.75,27]	-0.4671523	-0.5089630	-0.3992053
sal + phosphate_star	Indian	(27,27.25]	-0.9086680	-0.9170162	-0.8976103
sal + phosphate_star	Indian	(27.25,27.5]	-0.8902936	-0.9052314	-0.8786082
sal + phosphate_star	Indian	(27.5,27.75]	-0.8161811	-0.8580186	-0.7805772
sal + phosphate_star	Indian	(27.75,27.85]	-0.6908477	-0.7236807	-0.6445036
sal + phosphate_star	Indian	(27.85,27.95]	0.3715987	0.2010386	0.4796045
sal + phosphate_star	Indian	(27.95,28.05]	-0.1277223	-0.5792304	0.3241493
sal + phosphate_star	Indian	(28.05,28.1]	-0.5714014	-0.8855302	-0.1708220
sal + phosphate_star	Indian	(28.1,28.2]	-0.8517812	-0.9008930	-0.8271910
sal + phosphate_star	Indian	(28.2,28.3]	-0.9734239	-0.9894716	-0.9573762
sal + phosphate_star	N_Atlantic	(-Inf,26]	-0.7503251	-0.7810860	-0.7195641
sal + phosphate_star	N_Atlantic	(26,26.5]	-0.6734926	-0.8862422	-0.5430640
sal + phosphate_star	N_Atlantic	(26.5,26.75]	-0.5016562	-0.6460417	-0.4052288
sal + phosphate_star	N_Atlantic	(26.75,27]	-0.5569664	-0.5944417	-0.5230384
sal + phosphate_star	N_Atlantic	(27,27.25]	-0.7216693	-0.7677451	-0.6566014
sal + phosphate_star	N_Atlantic	(27.25,27.5]	-0.9124060	-0.9707513	-0.8304359
sal + phosphate_star	N_Atlantic	(27.5,27.75]	-0.9481540	-0.9791571	-0.9208591
sal + phosphate_star	N_Atlantic	(27.75,27.85]	-0.9134141	-0.9603756	-0.8641069
sal + phosphate_star	N_Atlantic	(27.85,27.95]	-0.7791324	-0.8441410	-0.6753236
sal + phosphate_star	N_Atlantic	(27.95,28.05]	-0.8949256	-0.9385358	-0.8332207
sal + phosphate_star	N_Atlantic	(28.05,28.1]	-0.4655648	-0.7277518	-0.2541569
sal + phosphate_star	N_Atlantic	(28.1,28.15]	-0.3356163	-0.6845927	0.0514099
sal + phosphate_star	N_Atlantic	(28.15,28.2]	-0.5301822	-0.6712702	-0.3510971
sal + phosphate_star	N_Atlantic	(28.2, Inf]	-0.9813660	-0.9943624	-0.9706918
sal + phosphate_star	N_Pacific	(-Inf,26]	-0.7816810	-0.9293864	-0.6688432
sal + phosphate_star	N_Pacific	(26,26.5]	-0.8621762	-0.8808318	-0.8257522
sal + phosphate_star	N_Pacific	(26.5,26.75]	-0.6650810	-0.8024902	-0.5530399
sal + phosphate_star	N_Pacific	(26.75,27]	-0.6839434	-0.7913252	-0.5942262
sal + phosphate_star	N_Pacific	(27,27.25]	-0.1403829	-0.1533363	-0.1293373
sal + phosphate_star	N_Pacific	(27.25,27.5]	0.7901980	0.7107097	0.8471651
sal + phosphate_star	N_Pacific	(27.5,27.75]	0.9737430	0.9559503	0.9841436
sal + phosphate_star	N_Pacific	(27.75,27.85]	0.9740876	0.9663455	0.9859583
sal + phosphate_star	N_Pacific	(27.85,27.95]	0.9019031	0.8350555	0.9816386
sal + phosphate_star	N_Pacific	(27.95,28.05]	0.7696527	0.6241477	0.9563364
sal + phosphate_star	N_Pacific	(28.05,28.1]	0.8525247	0.8204982	0.8900728
sal + phosphate_star	N_Pacific	(28.1,28.2]	-0.7755180	-0.8235716	-0.7508667
sal + phosphate_star	Pacific	(-Inf,26]	-0.5656546	-0.6210698	-0.5247581
sal + phosphate_star	Pacific	(26,26.5]	-0.6893967	-0.7888098	-0.5315757
sal + phosphate_star	Pacific	(26.5,26.75]	-0.6226400	-0.7489731	-0.4248217
sal + phosphate_star	Pacific	(26.75,27]	-0.3822162	-0.5350248	-0.2302779
sal + phosphate_star	Pacific	(27,27.25]	-0.0098120	-0.0728031	0.1027352
sal + phosphate_star	Pacific	(27.25,27.5]	0.1309561	0.0423471	0.2404125
sal + phosphate_star	Pacific	(27.5,27.75]	0.3701775	0.2952345	0.4084423
sal + phosphate_star	Pacific	(27.75,27.85]	0.5963223	0.5614749	0.6197380
sal + phosphate_star	Pacific	(27.85,27.95]	0.2706729	0.2424084	0.3126410
sal + phosphate_star	Pacific	(27.95,28.05]	-0.1329317	-0.1801255	-0.0591418
sal + phosphate_star	Pacific	(28.05,28.1]	-0.5850953	-0.6494667	-0.4647152
sal + phosphate_star	Pacific	(28.1,28.2]	-0.4993379	-0.5453709	-0.4511398
sal + phosphate_star	SO	(-Inf,26]	-0.7762373	-0.8015167	-0.7404635
sal + phosphate_star	SO	(26,26.5]	-0.7622095	-0.7880971	-0.7439945
sal + phosphate_star	SO	(26.5,26.75]	-0.8655081	-0.8799632	-0.8381891
sal + phosphate_star	SO	(26.75,27]	-0.9026791	-0.9071365	-0.8964740
sal + phosphate_star	SO	(27,27.25]	-0.8304335	-0.8593177	-0.8070125
sal + phosphate_star	SO	(27.25,27.5]	-0.7850126	-0.8087926	-0.7509796
sal + phosphate_star	SO	(27.5,27.75]	-0.8414391	-0.8496803	-0.8361524
sal + phosphate_star	SO	(27.75,27.85]	-0.9370351	-0.9460339	-0.9256944
sal + phosphate_star	SO	(27.85,27.95]	-0.9686298	-0.9722766	-0.9641995
sal + phosphate_star	SO	(27.95,28.05]	-0.9797364	-0.9853145	-0.9753360
sal + phosphate_star	SO	(28.05,28.1]	-0.9846610	-0.9869144	-0.9810713
sal + phosphate_star	SO	(28.1,28.15]	-0.9732084	-0.9764569	-0.9715235
sal + phosphate_star	SO	(28.1,28.2]	-0.9344472	-0.9430196	-0.9206217
sal + phosphate_star	SO	(28.15,28.2]	-0.9638630	-0.9680762	-0.9608156
sal + phosphate_star	SO	(28.2, Inf]	-0.6360797	-0.7349344	-0.5496874
sal + phosphate_star	SO	(28.2,28.3]	-0.9320152	-0.9561287	-0.9132561
sal + phosphate_star	SO	(28.3, Inf]	-0.9567064	-0.9949084	-0.8812023
sal + temp	Atlantic	(-Inf,26]	0.9573710	0.9556807	0.9593117
sal + temp	Atlantic	(26,26.5]	0.9624007	0.9603632	0.9654448
sal + temp	Atlantic	(26.5,26.75]	0.9778260	0.9759885	0.9799725
sal + temp	Atlantic	(26.75,27]	0.9667548	0.9629024	0.9712569
sal + temp	Atlantic	(27,27.25]	0.9560039	0.9485902	0.9656638
sal + temp	Atlantic	(27.25,27.5]	0.9485979	0.9392922	0.9569931
sal + temp	Atlantic	(27.5,27.75]	0.9335594	0.9280092	0.9415726
sal + temp	Atlantic	(27.75,27.85]	0.9694567	0.9578544	0.9762515
sal + temp	Atlantic	(27.85,27.95]	0.8580645	0.8286931	0.8736209
sal + temp	Atlantic	(27.95,28.05]	0.7419861	0.7318510	0.7500860
sal + temp	Atlantic	(28.05,28.1]	0.8198346	0.8174781	0.8214023
sal + temp	Atlantic	(28.1,28.15]	0.9535925	0.9497734	0.9607275
sal + temp	Atlantic	(28.15,28.2]	0.8057142	0.7414753	0.8681140
sal + temp	Atlantic	(28.2, Inf]	0.5283044	-0.3514576	0.9856162
sal + temp	Indian	(-Inf,26]	0.5673512	0.5055096	0.6271170
sal + temp	Indian	(26,26.5]	0.8611500	0.8266491	0.9079235
sal + temp	Indian	(26.5,26.75]	0.9243502	0.8966277	0.9440237
sal + temp	Indian	(26.75,27]	0.9246245	0.9117532	0.9419496
sal + temp	Indian	(27,27.25]	0.9402515	0.9383264	0.9422687
sal + temp	Indian	(27.25,27.5]	0.9045459	0.8804102	0.9204165
sal + temp	Indian	(27.5,27.75]	0.7720090	0.7140288	0.8141822
sal + temp	Indian	(27.75,27.85]	0.9022065	0.8899957	0.9134054
sal + temp	Indian	(27.85,27.95]	0.7319588	0.7107869	0.7693716
sal + temp	Indian	(27.95,28.05]	0.4812007	0.3683021	0.5828285
sal + temp	Indian	(28.05,28.1]	0.7633852	0.7493315	0.7871437
sal + temp	Indian	(28.1,28.2]	0.8736802	0.8352718	0.9204470
sal + temp	Indian	(28.2,28.3]	0.8255245	0.7457812	0.9052679
sal + temp	N_Atlantic	(-Inf,26]	0.2711442	0.0879414	0.4543471
sal + temp	N_Atlantic	(26,26.5]	0.9050652	0.8683787	0.9358360
sal + temp	N_Atlantic	(26.5,26.75]	0.9787991	0.9778790	0.9796249
sal + temp	N_Atlantic	(26.75,27]	0.9262212	0.9118192	0.9337354
sal + temp	N_Atlantic	(27,27.25]	0.8614429	0.8327801	0.9064219
sal + temp	N_Atlantic	(27.25,27.5]	0.9352572	0.9312513	0.9385092
sal + temp	N_Atlantic	(27.5,27.75]	0.9616623	0.9582548	0.9660378
sal + temp	N_Atlantic	(27.75,27.85]	0.9728263	0.9692207	0.9770521
sal + temp	N_Atlantic	(27.85,27.95]	0.8997310	0.8554393	0.9628417
sal + temp	N_Atlantic	(27.95,28.05]	0.8667415	0.6256281	0.9908266
sal + temp	N_Atlantic	(28.05,28.1]	0.8748140	0.8520014	0.8873019
sal + temp	N_Atlantic	(28.1,28.15]	0.7940485	0.7256112	0.8398413
sal + temp	N_Atlantic	(28.15,28.2]	0.1696948	-0.1159123	0.4687199
sal + temp	N_Atlantic	(28.2, Inf]	-0.9663960	-0.9807745	-0.9403692
sal + temp	N_Pacific	(-Inf,26]	0.8907292	0.8456125	0.9665109
sal + temp	N_Pacific	(26,26.5]	0.9258258	0.9082079	0.9483976
sal + temp	N_Pacific	(26.5,26.75]	0.9188155	0.9066463	0.9250987
sal + temp	N_Pacific	(26.75,27]	0.9041183	0.8936942	0.9149472
sal + temp	N_Pacific	(27,27.25]	0.5308267	0.4497195	0.5743955
sal + temp	N_Pacific	(27.25,27.5]	-0.5466730	-0.7296936	-0.3264335
sal + temp	N_Pacific	(27.5,27.75]	-0.9172963	-0.9561793	-0.8676538
sal + temp	N_Pacific	(27.75,27.85]	-0.7952830	-0.8278199	-0.7704957
sal + temp	N_Pacific	(27.85,27.95]	-0.9256863	-0.9357368	-0.9086302
sal + temp	N_Pacific	(27.95,28.05]	-0.9696246	-0.9842993	-0.9616135
sal + temp	N_Pacific	(28.05,28.1]	-0.2996184	-0.5181328	-0.0452732
sal + temp	N_Pacific	(28.1,28.2]	0.2770882	0.0309365	0.5241391
sal + temp	Pacific	(-Inf,26]	0.7576540	0.6905561	0.8222631
sal + temp	Pacific	(26,26.5]	0.9129616	0.8941105	0.9331244
sal + temp	Pacific	(26.5,26.75]	0.9393382	0.9194503	0.9553437
sal + temp	Pacific	(26.75,27]	0.8640665	0.8324569	0.8808291
sal + temp	Pacific	(27,27.25]	0.6347039	0.5969843	0.6633853
sal + temp	Pacific	(27.25,27.5]	0.3070480	0.2335545	0.4208048
sal + temp	Pacific	(27.5,27.75]	-0.1283621	-0.2218413	0.0185659
sal + temp	Pacific	(27.75,27.85]	0.0766985	0.0211052	0.1772390
sal + temp	Pacific	(27.85,27.95]	-0.2874328	-0.3317102	-0.2601167
sal + temp	Pacific	(27.95,28.05]	-0.3100396	-0.3487919	-0.2667157
sal + temp	Pacific	(28.05,28.1]	0.1454961	0.1260854	0.1774659
sal + temp	Pacific	(28.1,28.2]	-0.5992679	-0.6543077	-0.5132786
sal + temp	SO	(-Inf,26]	0.9827219	0.9684117	0.9922624
sal + temp	SO	(26,26.5]	0.9367489	0.9319044	0.9444056
sal + temp	SO	(26.5,26.75]	0.9679116	0.9638070	0.9710733
sal + temp	SO	(26.75,27]	0.9633248	0.9604413	0.9655302
sal + temp	SO	(27,27.25]	0.8760176	0.8575360	0.8869762
sal + temp	SO	(27.25,27.5]	0.7303138	0.6948913	0.7608509
sal + temp	SO	(27.5,27.75]	0.3932783	0.3382132	0.4254554
sal + temp	SO	(27.75,27.85]	0.7932570	0.7779811	0.8222238
sal + temp	SO	(27.85,27.95]	0.8844712	0.8794241	0.8937435
sal + temp	SO	(27.95,28.05]	0.9316841	0.9167968	0.9464593
sal + temp	SO	(28.05,28.1]	0.9659017	0.9601422	0.9699682
sal + temp	SO	(28.1,28.15]	0.9553055	0.9496398	0.9621707
sal + temp	SO	(28.1,28.2]	0.9280550	0.9236276	0.9336847
sal + temp	SO	(28.15,28.2]	0.9347115	0.9304552	0.9424160
sal + temp	SO	(28.2, Inf]	0.5743198	0.5213452	0.6802349
sal + temp	SO	(28.2,28.3]	0.9045970	0.8966273	0.9184695
sal + temp	SO	(28.3, Inf]	0.9499591	0.8639856	0.9949866
temp + aou	Atlantic	(-Inf,26]	-0.2056863	-0.3828146	-0.1155227
temp + aou	Atlantic	(26,26.5]	-0.2851411	-0.4301727	-0.2012696
temp + aou	Atlantic	(26.5,26.75]	-0.2052358	-0.3456955	-0.0983346
temp + aou	Atlantic	(26.75,27]	-0.1013995	-0.1855413	-0.0000094
temp + aou	Atlantic	(27,27.25]	-0.0457230	-0.1571184	0.0943985
temp + aou	Atlantic	(27.25,27.5]	0.0610847	-0.0305355	0.2091043
temp + aou	Atlantic	(27.5,27.75]	-0.2899334	-0.3646687	-0.2190967
temp + aou	Atlantic	(27.75,27.85]	-0.6554379	-0.7452962	-0.5693933
temp + aou	Atlantic	(27.85,27.95]	-0.2276060	-0.3308198	-0.1548116
temp + aou	Atlantic	(27.95,28.05]	-0.7726755	-0.7986630	-0.7439296
temp + aou	Atlantic	(28.05,28.1]	-0.7227667	-0.7505863	-0.6801096
temp + aou	Atlantic	(28.1,28.15]	-0.7950209	-0.8234501	-0.7708923
temp + aou	Atlantic	(28.15,28.2]	-0.6765309	-0.7950371	-0.5353041
temp + aou	Atlantic	(28.2, Inf]	0.1231719	-0.8003892	0.9104624
temp + aou	Indian	(-Inf,26]	-0.4182937	-0.4978821	-0.2821961
temp + aou	Indian	(26,26.5]	-0.1242675	-0.1750173	-0.0987331
temp + aou	Indian	(26.5,26.75]	0.1869644	-0.0304352	0.3299020
temp + aou	Indian	(26.75,27]	0.6114506	0.5373290	0.6507534
temp + aou	Indian	(27,27.25]	0.7502036	0.7304210	0.7783334
temp + aou	Indian	(27.25,27.5]	0.7537333	0.7356686	0.7672168
temp + aou	Indian	(27.5,27.75]	0.7303601	0.6923369	0.7972107
temp + aou	Indian	(27.75,27.85]	0.8492237	0.8149282	0.9136818
temp + aou	Indian	(27.85,27.95]	0.7302244	0.7117003	0.7400511
temp + aou	Indian	(27.95,28.05]	0.1324009	-0.1662280	0.4196053
temp + aou	Indian	(28.05,28.1]	-0.0973525	-0.4255219	0.3196623
temp + aou	Indian	(28.1,28.2]	0.6083872	0.3986893	0.8361400
temp + aou	Indian	(28.2,28.3]	-0.3718724	-0.4571410	-0.2866038
temp + aou	N_Atlantic	(-Inf,26]	-0.3039700	-0.4814846	-0.1264554
temp + aou	N_Atlantic	(26,26.5]	-0.0063563	-0.4644105	0.2774353
temp + aou	N_Atlantic	(26.5,26.75]	0.2362457	0.2003877	0.2697191
temp + aou	N_Atlantic	(26.75,27]	0.0108821	-0.1718884	0.2182523
temp + aou	N_Atlantic	(27,27.25]	0.1099701	0.0540158	0.1505376
temp + aou	N_Atlantic	(27.25,27.5]	0.4143690	0.2744464	0.5067458
temp + aou	N_Atlantic	(27.5,27.75]	0.4484157	0.4217409	0.4946639
temp + aou	N_Atlantic	(27.75,27.85]	0.5548446	0.4567717	0.6941833
temp + aou	N_Atlantic	(27.85,27.95]	0.5475492	0.3419078	0.8210122
temp + aou	N_Atlantic	(27.95,28.05]	0.1022989	-0.0300805	0.2607817
temp + aou	N_Atlantic	(28.05,28.1]	-0.3026084	-0.5769293	0.0189721
temp + aou	N_Atlantic	(28.1,28.15]	0.4150276	0.0948507	0.8004345
temp + aou	N_Atlantic	(28.15,28.2]	-0.7802602	-0.9953994	-0.4756818
temp + aou	N_Atlantic	(28.2, Inf]	-0.9863980	-0.9987038	-0.9706955
temp + aou	N_Pacific	(-Inf,26]	-0.1703919	-0.5077960	0.2268305
temp + aou	N_Pacific	(26,26.5]	-0.4466450	-0.5666229	-0.2482887
temp + aou	N_Pacific	(26.5,26.75]	0.2363632	0.0835988	0.3762652
temp + aou	N_Pacific	(26.75,27]	0.4440785	0.4156986	0.4768717
temp + aou	N_Pacific	(27,27.25]	-0.2184991	-0.3664532	-0.1219818
temp + aou	N_Pacific	(27.25,27.5]	-0.4798997	-0.5334323	-0.4132941
temp + aou	N_Pacific	(27.5,27.75]	0.7828152	0.7379974	0.8281839
temp + aou	N_Pacific	(27.75,27.85]	0.8613577	0.8256935	0.8945294
temp + aou	N_Pacific	(27.85,27.95]	0.9537622	0.9272559	0.9713042
temp + aou	N_Pacific	(27.95,28.05]	0.9727831	0.9636233	0.9846418
temp + aou	N_Pacific	(28.05,28.1]	0.2354195	-0.0288246	0.4670714
temp + aou	N_Pacific	(28.1,28.2]	-0.4060276	-0.6057847	-0.2142404
temp + aou	Pacific	(-Inf,26]	-0.4288943	-0.5751066	-0.2954032
temp + aou	Pacific	(26,26.5]	-0.4217543	-0.5306114	-0.2249445
temp + aou	Pacific	(26.5,26.75]	-0.1286421	-0.2940587	0.1464471
temp + aou	Pacific	(26.75,27]	-0.0598252	-0.2598680	0.1291063
temp + aou	Pacific	(27,27.25]	0.0202811	-0.1113406	0.1471576
temp + aou	Pacific	(27.25,27.5]	0.1057085	-0.0112592	0.2439637
temp + aou	Pacific	(27.5,27.75]	0.1469387	0.0553132	0.2444974
temp + aou	Pacific	(27.75,27.85]	-0.0225943	-0.0740163	0.0291563
temp + aou	Pacific	(27.85,27.95]	-0.0537750	-0.1025368	-0.0245761
temp + aou	Pacific	(27.95,28.05]	0.2081923	0.1836880	0.2285665
temp + aou	Pacific	(28.05,28.1]	0.0173205	0.0106820	0.0297497
temp + aou	Pacific	(28.1,28.2]	0.6618097	0.5594283	0.7280710
temp + aou	SO	(-Inf,26]	-0.4745339	-0.6573232	-0.1802048
temp + aou	SO	(26,26.5]	-0.6039901	-0.7037278	-0.4703065
temp + aou	SO	(26.5,26.75]	-0.4431453	-0.5207474	-0.3344043
temp + aou	SO	(26.75,27]	-0.1569722	-0.2158653	-0.1139209
temp + aou	SO	(27,27.25]	0.3631468	0.2664089	0.5099025
temp + aou	SO	(27.25,27.5]	0.4409495	0.3382635	0.5149786
temp + aou	SO	(27.5,27.75]	0.6227309	0.5782147	0.6488301
temp + aou	SO	(27.75,27.85]	0.5392096	0.4968281	0.6197931
temp + aou	SO	(27.85,27.95]	0.5305264	0.5209182	0.5407388
temp + aou	SO	(27.95,28.05]	0.6212241	0.5903002	0.6716537
temp + aou	SO	(28.05,28.1]	0.7672484	0.7300630	0.8065979
temp + aou	SO	(28.1,28.15]	0.7367327	0.6515991	0.7886823
temp + aou	SO	(28.1,28.2]	0.8605309	0.8387601	0.9006767
temp + aou	SO	(28.15,28.2]	0.7053697	0.6014026	0.7796365
temp + aou	SO	(28.2, Inf]	-0.0203983	-0.2249490	0.1108814
temp + aou	SO	(28.2,28.3]	0.7803670	0.7395255	0.8169125
temp + aou	SO	(28.3, Inf]	0.9963540	0.9913128	0.9999103
temp + nitrate	Atlantic	(-Inf,26]	-0.1819723	-0.3767200	-0.0821852
temp + nitrate	Atlantic	(26,26.5]	-0.3523212	-0.4957473	-0.2805254
temp + nitrate	Atlantic	(26.5,26.75]	-0.3149855	-0.4471869	-0.2220222
temp + nitrate	Atlantic	(26.75,27]	-0.3438048	-0.4024443	-0.2696226
temp + nitrate	Atlantic	(27,27.25]	-0.5460081	-0.6104301	-0.4494818
temp + nitrate	Atlantic	(27.25,27.5]	-0.7811844	-0.8330030	-0.7371841
temp + nitrate	Atlantic	(27.5,27.75]	-0.8321239	-0.8549569	-0.8074130
temp + nitrate	Atlantic	(27.75,27.85]	-0.8562376	-0.8983883	-0.8097274
temp + nitrate	Atlantic	(27.85,27.95]	-0.5122503	-0.5849465	-0.4615747
temp + nitrate	Atlantic	(27.95,28.05]	-0.8583932	-0.8707620	-0.8451894
temp + nitrate	Atlantic	(28.05,28.1]	-0.8758766	-0.8863693	-0.8603578
temp + nitrate	Atlantic	(28.1,28.15]	-0.8798484	-0.8893183	-0.8637627
temp + nitrate	Atlantic	(28.15,28.2]	-0.8436346	-0.8983876	-0.7772019
temp + nitrate	Atlantic	(28.2, Inf]	-0.4590600	-0.9438474	0.3301205
temp + nitrate	Indian	(-Inf,26]	-0.4635655	-0.5438904	-0.3343615
temp + nitrate	Indian	(26,26.5]	-0.2260044	-0.3014631	-0.1870659
temp + nitrate	Indian	(26.5,26.75]	0.0292134	-0.2570266	0.2042249
temp + nitrate	Indian	(26.75,27]	0.4242492	0.3020790	0.4877443
temp + nitrate	Indian	(27,27.25]	0.4436910	0.4022827	0.4970926
temp + nitrate	Indian	(27.25,27.5]	0.3755914	0.3281558	0.4216770
temp + nitrate	Indian	(27.5,27.75]	0.5891115	0.5056227	0.7261132
temp + nitrate	Indian	(27.75,27.85]	0.8219548	0.7887991	0.8863573
temp + nitrate	Indian	(27.85,27.95]	0.7098701	0.6628861	0.7458661
temp + nitrate	Indian	(27.95,28.05]	0.0531177	-0.2434050	0.3404679
temp + nitrate	Indian	(28.05,28.1]	-0.2821236	-0.5338167	0.0164286
temp + nitrate	Indian	(28.1,28.2]	0.3816428	0.0896250	0.7117252
temp + nitrate	Indian	(28.2,28.3]	-0.8064267	-0.9123654	-0.7004879
temp + nitrate	N_Atlantic	(-Inf,26]	-0.4099646	-0.6006404	-0.2192887
temp + nitrate	N_Atlantic	(26,26.5]	-0.1469869	-0.6231920	0.1302060
temp + nitrate	N_Atlantic	(26.5,26.75]	0.2378010	0.2070738	0.2596799
temp + nitrate	N_Atlantic	(26.75,27]	-0.0729097	-0.2433645	0.1152924
temp + nitrate	N_Atlantic	(27,27.25]	-0.0880611	-0.1984866	-0.0279570
temp + nitrate	N_Atlantic	(27.25,27.5]	-0.1201211	-0.2818080	0.0864894
temp + nitrate	N_Atlantic	(27.5,27.75]	-0.2613757	-0.3773916	-0.1492593
temp + nitrate	N_Atlantic	(27.75,27.85]	0.0727268	-0.0062214	0.2244752
temp + nitrate	N_Atlantic	(27.85,27.95]	0.0003048	-0.4980528	0.4770870
temp + nitrate	N_Atlantic	(27.95,28.05]	-0.4903058	-0.7342526	-0.0528602
temp + nitrate	N_Atlantic	(28.05,28.1]	-0.2676652	-0.5569526	0.0378092
temp + nitrate	N_Atlantic	(28.1,28.15]	0.4384397	0.1301409	0.8069387
temp + nitrate	N_Atlantic	(28.15,28.2]	-0.5590591	-0.9911304	-0.2614950
temp + nitrate	N_Atlantic	(28.2, Inf]	-0.9592504	-0.9967259	-0.9154827
temp + nitrate	N_Pacific	(-Inf,26]	-0.2950150	-0.6573854	0.1505869
temp + nitrate	N_Pacific	(26,26.5]	-0.5970795	-0.7038844	-0.4253766
temp + nitrate	N_Pacific	(26.5,26.75]	0.0426089	-0.1279556	0.2131783
temp + nitrate	N_Pacific	(26.75,27]	0.1548368	0.1275481	0.1733161
temp + nitrate	N_Pacific	(27,27.25]	-0.4716594	-0.5198223	-0.3761688
temp + nitrate	N_Pacific	(27.25,27.5]	-0.7718498	-0.7802678	-0.7634760
temp + nitrate	N_Pacific	(27.5,27.75]	0.4024199	0.1861187	0.5411942
temp + nitrate	N_Pacific	(27.75,27.85]	0.9034637	0.8756556	0.9290384
temp + nitrate	N_Pacific	(27.85,27.95]	0.9675647	0.9438674	0.9816504
temp + nitrate	N_Pacific	(27.95,28.05]	0.9730108	0.9631723	0.9859047
temp + nitrate	N_Pacific	(28.05,28.1]	0.2564745	-0.0060849	0.4842751
temp + nitrate	N_Pacific	(28.1,28.2]	-0.2816405	-0.5195732	-0.0496553
temp + nitrate	Pacific	(-Inf,26]	-0.5523149	-0.6639287	-0.4272326
temp + nitrate	Pacific	(26,26.5]	-0.5925726	-0.7018337	-0.3751071
temp + nitrate	Pacific	(26.5,26.75]	-0.4133417	-0.5799235	-0.0990883
temp + nitrate	Pacific	(26.75,27]	-0.4005042	-0.5615438	-0.2449919
temp + nitrate	Pacific	(27,27.25]	-0.3386598	-0.4261104	-0.2803909
temp + nitrate	Pacific	(27.25,27.5]	-0.2925391	-0.3219591	-0.2742741
temp + nitrate	Pacific	(27.5,27.75]	-0.0898899	-0.1264078	-0.0463556
temp + nitrate	Pacific	(27.75,27.85]	0.0227154	-0.0292066	0.0620224
temp + nitrate	Pacific	(27.85,27.95]	0.0184135	-0.0296034	0.0602236
temp + nitrate	Pacific	(27.95,28.05]	0.1895923	0.1675652	0.2021895
temp + nitrate	Pacific	(28.05,28.1]	-0.0483864	-0.0713414	-0.0322633
temp + nitrate	Pacific	(28.1,28.2]	0.6914907	0.6107806	0.7400869
temp + nitrate	SO	(-Inf,26]	-0.2262343	-0.4428126	-0.0005490
temp + nitrate	SO	(26,26.5]	-0.6751154	-0.7489943	-0.6034885
temp + nitrate	SO	(26.5,26.75]	-0.6840498	-0.7254190	-0.6136159
temp + nitrate	SO	(26.75,27]	-0.5844994	-0.6167942	-0.5625678
temp + nitrate	SO	(27,27.25]	-0.1396377	-0.2441324	0.0016075
temp + nitrate	SO	(27.25,27.5]	-0.0129315	-0.0824158	0.0410611
temp + nitrate	SO	(27.5,27.75]	0.4244218	0.3957102	0.4461726
temp + nitrate	SO	(27.75,27.85]	0.0606775	-0.0066120	0.1727030
temp + nitrate	SO	(27.85,27.95]	-0.0657320	-0.1020881	-0.0437109
temp + nitrate	SO	(27.95,28.05]	-0.0502096	-0.0885053	0.0008819
temp + nitrate	SO	(28.05,28.1]	-0.0491902	-0.1063288	0.0220762
temp + nitrate	SO	(28.1,28.15]	-0.0998349	-0.3551198	0.0583299
temp + nitrate	SO	(28.1,28.2]	0.3913812	0.3145725	0.5135737
temp + nitrate	SO	(28.15,28.2]	0.0848503	-0.2724747	0.2678443
temp + nitrate	SO	(28.2, Inf]	-0.3305678	-0.4845296	-0.2497869
temp + nitrate	SO	(28.2,28.3]	0.5244533	0.4452938	0.5766577
temp + nitrate	SO	(28.3, Inf]	0.9940474	0.9876199	0.9995832
temp + oxygen	Atlantic	(-Inf,26]	-0.2658740	-0.4074436	-0.0517462
temp + oxygen	Atlantic	(26,26.5]	0.0456313	-0.0881266	0.2255340
temp + oxygen	Atlantic	(26.5,26.75]	0.0337155	-0.0967320	0.1932823
temp + oxygen	Atlantic	(26.75,27]	-0.0982239	-0.2060607	0.0060937
temp + oxygen	Atlantic	(27,27.25]	-0.2230533	-0.3424675	-0.0859898
temp + oxygen	Atlantic	(27.25,27.5]	-0.4687743	-0.5829107	-0.3299970
temp + oxygen	Atlantic	(27.5,27.75]	-0.3931827	-0.4838047	-0.2845996
temp + oxygen	Atlantic	(27.75,27.85]	0.2067413	0.1477524	0.3149448
temp + oxygen	Atlantic	(27.85,27.95]	-0.0331897	-0.1135250	0.0715850
temp + oxygen	Atlantic	(27.95,28.05]	0.6578782	0.6170204	0.6926213
temp + oxygen	Atlantic	(28.05,28.1]	0.6107421	0.5579699	0.6459225
temp + oxygen	Atlantic	(28.1,28.15]	0.4771128	0.3869647	0.5950248
temp + oxygen	Atlantic	(28.15,28.2]	0.2734882	-0.0247464	0.4914053
temp + oxygen	Atlantic	(28.2, Inf]	-0.6645110	-0.9876415	-0.0687227
temp + oxygen	Indian	(-Inf,26]	0.3190934	0.1762541	0.4073470
temp + oxygen	Indian	(26,26.5]	0.0393939	0.0043812	0.0874133
temp + oxygen	Indian	(26.5,26.75]	-0.2527954	-0.3933692	-0.0535521
temp + oxygen	Indian	(26.75,27]	-0.6662156	-0.7043913	-0.5986011
temp + oxygen	Indian	(27,27.25]	-0.8087059	-0.8300335	-0.7918280
temp + oxygen	Indian	(27.25,27.5]	-0.8347961	-0.8460953	-0.8129451
temp + oxygen	Indian	(27.5,27.75]	-0.8279135	-0.8555744	-0.8055630
temp + oxygen	Indian	(27.75,27.85]	-0.8933531	-0.9341874	-0.8702285
temp + oxygen	Indian	(27.85,27.95]	-0.7819201	-0.8013129	-0.7543172
temp + oxygen	Indian	(27.95,28.05]	-0.2268679	-0.5321665	0.0881806
temp + oxygen	Indian	(28.05,28.1]	0.0037987	-0.4564275	0.3643709
temp + oxygen	Indian	(28.1,28.2]	-0.6755400	-0.8730045	-0.4927126
temp + oxygen	Indian	(28.2,28.3]	-0.1606861	-0.2452470	-0.0761252
temp + oxygen	N_Atlantic	(-Inf,26]	0.1714684	0.0589185	0.2840183
temp + oxygen	N_Atlantic	(26,26.5]	-0.1364025	-0.4138682	0.3033009
temp + oxygen	N_Atlantic	(26.5,26.75]	-0.4180499	-0.4362337	-0.4014460
temp + oxygen	N_Atlantic	(26.75,27]	-0.1664150	-0.3756746	0.0323161
temp + oxygen	N_Atlantic	(27,27.25]	-0.2468385	-0.2957530	-0.1903231
temp + oxygen	N_Atlantic	(27.25,27.5]	-0.5882140	-0.6401051	-0.4961210
temp + oxygen	N_Atlantic	(27.5,27.75]	-0.7087312	-0.7461138	-0.6774388
temp + oxygen	N_Atlantic	(27.75,27.85]	-0.7489673	-0.8405021	-0.6732771
temp + oxygen	N_Atlantic	(27.85,27.95]	-0.7561379	-0.8959654	-0.6722116
temp + oxygen	N_Atlantic	(27.95,28.05]	-0.6376889	-0.7925064	-0.4312320
temp + oxygen	N_Atlantic	(28.05,28.1]	0.1715354	-0.1400834	0.4575303
temp + oxygen	N_Atlantic	(28.1,28.15]	-0.5300383	-0.8380768	-0.2546351
temp + oxygen	N_Atlantic	(28.15,28.2]	0.5206328	0.0932875	0.9415758
temp + oxygen	N_Atlantic	(28.2, Inf]	0.1706179	-0.7233283	0.9329617
temp + oxygen	N_Pacific	(-Inf,26]	-0.3821607	-0.7483854	-0.0674314
temp + oxygen	N_Pacific	(26,26.5]	0.2079397	-0.0431866	0.3479675
temp + oxygen	N_Pacific	(26.5,26.75]	-0.3845305	-0.4805850	-0.2861564
temp + oxygen	N_Pacific	(26.75,27]	-0.6091319	-0.6199516	-0.5968427
temp + oxygen	N_Pacific	(27,27.25]	0.0327750	-0.0625849	0.1949620
temp + oxygen	N_Pacific	(27.25,27.5]	0.2533951	0.1601883	0.3270094
temp + oxygen	N_Pacific	(27.5,27.75]	-0.8905969	-0.9118041	-0.8728009
temp + oxygen	N_Pacific	(27.75,27.85]	-0.9014897	-0.9257282	-0.8764697
temp + oxygen	N_Pacific	(27.85,27.95]	-0.9634104	-0.9776490	-0.9420137
temp + oxygen	N_Pacific	(27.95,28.05]	-0.9759957	-0.9864995	-0.9678751
temp + oxygen	N_Pacific	(28.05,28.1]	-0.2609644	-0.4893966	0.0007753
temp + oxygen	N_Pacific	(28.1,28.2]	0.2899592	0.0642105	0.5232200
temp + oxygen	Pacific	(-Inf,26]	0.0716061	-0.0203506	0.2425652
temp + oxygen	Pacific	(26,26.5]	0.2491994	0.0889684	0.3470509
temp + oxygen	Pacific	(26.5,26.75]	-0.0258092	-0.2635863	0.1207925
temp + oxygen	Pacific	(26.75,27]	-0.0601229	-0.2342426	0.1307408
temp + oxygen	Pacific	(27,27.25]	-0.1017872	-0.2244146	0.0288035
temp + oxygen	Pacific	(27.25,27.5]	-0.1770321	-0.3111834	-0.0594490
temp + oxygen	Pacific	(27.5,27.75]	-0.2301814	-0.3345854	-0.1358869
temp + oxygen	Pacific	(27.75,27.85]	-0.0272907	-0.0754113	0.0248251
temp + oxygen	Pacific	(27.85,27.95]	-0.0116030	-0.0386772	0.0371045
temp + oxygen	Pacific	(27.95,28.05]	-0.2741145	-0.2905462	-0.2510833
temp + oxygen	Pacific	(28.05,28.1]	-0.0758905	-0.0887190	-0.0693085
temp + oxygen	Pacific	(28.1,28.2]	-0.7069532	-0.7666013	-0.6154791
temp + oxygen	SO	(-Inf,26]	-0.4896297	-0.7524294	-0.0995504
temp + oxygen	SO	(26,26.5]	0.2314160	0.0075622	0.4223409
temp + oxygen	SO	(26.5,26.75]	0.1785952	0.0523730	0.2664755
temp + oxygen	SO	(26.75,27]	-0.0981308	-0.1450836	-0.0403299
temp + oxygen	SO	(27,27.25]	-0.5291648	-0.6467725	-0.4541067
temp + oxygen	SO	(27.25,27.5]	-0.6037490	-0.6660440	-0.5131170
temp + oxygen	SO	(27.5,27.75]	-0.7409797	-0.7607114	-0.7019398
temp + oxygen	SO	(27.75,27.85]	-0.6842329	-0.7376181	-0.6570549
temp + oxygen	SO	(27.85,27.95]	-0.6929192	-0.7022535	-0.6791164
temp + oxygen	SO	(27.95,28.05]	-0.7665752	-0.7991865	-0.7443600
temp + oxygen	SO	(28.05,28.1]	-0.8730277	-0.8942553	-0.8545063
temp + oxygen	SO	(28.1,28.15]	-0.8614023	-0.8861248	-0.8281933
temp + oxygen	SO	(28.1,28.2]	-0.9215977	-0.9431964	-0.9085928
temp + oxygen	SO	(28.15,28.2]	-0.8558499	-0.8815005	-0.8301884
temp + oxygen	SO	(28.2, Inf]	-0.2598294	-0.4000414	-0.1189948
temp + oxygen	SO	(28.2,28.3]	-0.8636180	-0.8829264	-0.8366771
temp + oxygen	SO	(28.3, Inf]	-0.9975241	-0.9999426	-0.9940662
temp + phosphate	Atlantic	(-Inf,26]	-0.4396463	-0.5119329	-0.3406264
temp + phosphate	Atlantic	(26,26.5]	-0.4278876	-0.5478033	-0.3561987
temp + phosphate	Atlantic	(26.5,26.75]	-0.3524075	-0.4738989	-0.2699233
temp + phosphate	Atlantic	(26.75,27]	-0.3749013	-0.4225166	-0.3088577
temp + phosphate	Atlantic	(27,27.25]	-0.5668887	-0.6428146	-0.4799566
temp + phosphate	Atlantic	(27.25,27.5]	-0.7995086	-0.8566661	-0.7450711
temp + phosphate	Atlantic	(27.5,27.75]	-0.8195159	-0.8385982	-0.7885347
temp + phosphate	Atlantic	(27.75,27.85]	-0.8337631	-0.8915835	-0.7791055
temp + phosphate	Atlantic	(27.85,27.95]	-0.5221797	-0.5947363	-0.4367899
temp + phosphate	Atlantic	(27.95,28.05]	-0.8086730	-0.8122849	-0.8050851
temp + phosphate	Atlantic	(28.05,28.1]	-0.8902230	-0.9006735	-0.8748073
temp + phosphate	Atlantic	(28.1,28.15]	-0.9009579	-0.9081269	-0.8873871
temp + phosphate	Atlantic	(28.15,28.2]	-0.8503087	-0.9023893	-0.7881414
temp + phosphate	Atlantic	(28.2, Inf]	-0.4637191	-0.9516066	0.3478898
temp + phosphate	Indian	(-Inf,26]	-0.4229179	-0.5021497	-0.2738240
temp + phosphate	Indian	(26,26.5]	-0.1628314	-0.2569652	-0.1087483
temp + phosphate	Indian	(26.5,26.75]	0.1015431	-0.1874612	0.2765503
temp + phosphate	Indian	(26.75,27]	0.5007841	0.3803162	0.5618628
temp + phosphate	Indian	(27,27.25]	0.5561320	0.5363507	0.5895317
temp + phosphate	Indian	(27.25,27.5]	0.4415412	0.4051892	0.4711757
temp + phosphate	Indian	(27.5,27.75]	0.6132037	0.5275387	0.7476702
temp + phosphate	Indian	(27.75,27.85]	0.8479196	0.8166910	0.9046352
temp + phosphate	Indian	(27.85,27.95]	0.7307847	0.6909302	0.7591254
temp + phosphate	Indian	(27.95,28.05]	0.0855802	-0.2186669	0.3816473
temp + phosphate	Indian	(28.05,28.1]	-0.2392082	-0.5167024	0.0948526
temp + phosphate	Indian	(28.1,28.2]	0.4349397	0.1247519	0.7832710
temp + phosphate	Indian	(28.2,28.3]	-0.8126435	-0.9144816	-0.7108053
temp + phosphate	N_Atlantic	(-Inf,26]	-0.4167532	-0.6217952	-0.2117111
temp + phosphate	N_Atlantic	(26,26.5]	-0.1835636	-0.6455271	0.0778680
temp + phosphate	N_Atlantic	(26.5,26.75]	0.1392018	0.0798720	0.1769331
temp + phosphate	N_Atlantic	(26.75,27]	-0.1328813	-0.2902596	0.0478298
temp + phosphate	N_Atlantic	(27,27.25]	-0.0959271	-0.2105747	-0.0320252
temp + phosphate	N_Atlantic	(27.25,27.5]	-0.0219558	-0.2031761	0.1921198
temp + phosphate	N_Atlantic	(27.5,27.75]	-0.1818532	-0.2980039	-0.0930563
temp + phosphate	N_Atlantic	(27.75,27.85]	0.1554136	0.1041734	0.2532761
temp + phosphate	N_Atlantic	(27.85,27.95]	0.1288660	-0.2270090	0.4784657
temp + phosphate	N_Atlantic	(27.95,28.05]	-0.3960109	-0.5411444	-0.1472426
temp + phosphate	N_Atlantic	(28.05,28.1]	-0.3367217	-0.5993541	-0.0477863
temp + phosphate	N_Atlantic	(28.1,28.15]	0.3451264	-0.0097936	0.7739962
temp + phosphate	N_Atlantic	(28.15,28.2]	0.3335365	-0.0189712	0.6973777
temp + phosphate	N_Atlantic	(28.2, Inf]	0.9756602	0.9731141	0.9786571
temp + phosphate	N_Pacific	(-Inf,26]	-0.4453903	-0.7144872	-0.1372577
temp + phosphate	N_Pacific	(26,26.5]	-0.6110491	-0.7147424	-0.4608915
temp + phosphate	N_Pacific	(26.5,26.75]	0.0674788	-0.1416288	0.2514917
temp + phosphate	N_Pacific	(26.75,27]	0.2425592	0.1638874	0.3091497
temp + phosphate	N_Pacific	(27,27.25]	-0.3088646	-0.4736039	-0.2110258
temp + phosphate	N_Pacific	(27.25,27.5]	-0.5977573	-0.6744875	-0.5061975
temp + phosphate	N_Pacific	(27.5,27.75]	0.7066846	0.6601956	0.7567450
temp + phosphate	N_Pacific	(27.75,27.85]	0.8959557	0.8630090	0.9267108
temp + phosphate	N_Pacific	(27.85,27.95]	0.9560409	0.9317165	0.9768458
temp + phosphate	N_Pacific	(27.95,28.05]	0.9752077	0.9670506	0.9850469
temp + phosphate	N_Pacific	(28.05,28.1]	0.2606961	-0.0013426	0.4887056
temp + phosphate	N_Pacific	(28.1,28.2]	-0.2830511	-0.5197256	-0.0530873
temp + phosphate	Pacific	(-Inf,26]	-0.5161268	-0.6238263	-0.3866071
temp + phosphate	Pacific	(26,26.5]	-0.5123616	-0.6256292	-0.3071398
temp + phosphate	Pacific	(26.5,26.75]	-0.2313146	-0.3937302	0.0428044
temp + phosphate	Pacific	(26.75,27]	-0.1313093	-0.3246945	0.0661282
temp + phosphate	Pacific	(27,27.25]	-0.0413388	-0.1743188	0.1082461
temp + phosphate	Pacific	(27.25,27.5]	0.0563294	-0.0687304	0.2229601
temp + phosphate	Pacific	(27.5,27.75]	0.1520396	0.0552845	0.2692999
temp + phosphate	Pacific	(27.75,27.85]	0.0639206	0.0075435	0.0961357
temp + phosphate	Pacific	(27.85,27.95]	0.0192994	-0.0305386	0.0562143
temp + phosphate	Pacific	(27.95,28.05]	0.1954642	0.1716583	0.2117620
temp + phosphate	Pacific	(28.05,28.1]	-0.0350677	-0.0562143	-0.0210605
temp + phosphate	Pacific	(28.1,28.2]	0.6927595	0.6109324	0.7422463
temp + phosphate	SO	(-Inf,26]	-0.1673425	-0.3669896	0.0247058
temp + phosphate	SO	(26,26.5]	-0.6704066	-0.7387651	-0.5998864
temp + phosphate	SO	(26.5,26.75]	-0.6722945	-0.7178521	-0.5997504
temp + phosphate	SO	(26.75,27]	-0.5665984	-0.5998281	-0.5450446
temp + phosphate	SO	(27,27.25]	-0.1168825	-0.2245592	0.0267301
temp + phosphate	SO	(27.25,27.5]	0.0264597	-0.0484386	0.0840410
temp + phosphate	SO	(27.5,27.75]	0.4686292	0.4417359	0.4895442
temp + phosphate	SO	(27.75,27.85]	0.0732441	0.0090662	0.1709573
temp + phosphate	SO	(27.85,27.95]	-0.0778749	-0.1118327	-0.0574046
temp + phosphate	SO	(27.95,28.05]	-0.0848295	-0.1153812	-0.0414141
temp + phosphate	SO	(28.05,28.1]	-0.1232727	-0.1769411	-0.0619380
temp + phosphate	SO	(28.1,28.15]	-0.2125323	-0.4420789	-0.0679807
temp + phosphate	SO	(28.1,28.2]	0.3140907	0.2325392	0.4418270
temp + phosphate	SO	(28.15,28.2]	-0.0379340	-0.3910612	0.1454490
temp + phosphate	SO	(28.2, Inf]	-0.4079093	-0.5413118	-0.3316546
temp + phosphate	SO	(28.2,28.3]	0.4077190	0.3331334	0.4752562
temp + phosphate	SO	(28.3, Inf]	0.9927804	0.9841074	0.9994617
temp + phosphate_star	Atlantic	(-Inf,26]	-0.8603798	-0.9141013	-0.8259516
temp + phosphate_star	Atlantic	(26,26.5]	-0.8372219	-0.8605191	-0.8004252
temp + phosphate_star	Atlantic	(26.5,26.75]	-0.8316612	-0.8547194	-0.8098502
temp + phosphate_star	Atlantic	(26.75,27]	-0.9500094	-0.9571533	-0.9434432
temp + phosphate_star	Atlantic	(27,27.25]	-0.9813000	-0.9835005	-0.9780801
temp + phosphate_star	Atlantic	(27.25,27.5]	-0.9680273	-0.9698803	-0.9650316
temp + phosphate_star	Atlantic	(27.5,27.75]	-0.9493329	-0.9543997	-0.9449453
temp + phosphate_star	Atlantic	(27.75,27.85]	-0.9392635	-0.9597665	-0.9207477
temp + phosphate_star	Atlantic	(27.85,27.95]	-0.8292216	-0.8518065	-0.7909939
temp + phosphate_star	Atlantic	(27.95,28.05]	-0.8020906	-0.8169940	-0.7832439
temp + phosphate_star	Atlantic	(28.05,28.1]	-0.9655587	-0.9703368	-0.9605226
temp + phosphate_star	Atlantic	(28.1,28.15]	-0.9355032	-0.9427422	-0.9254440
temp + phosphate_star	Atlantic	(28.15,28.2]	-0.9186915	-0.9455680	-0.8960229
temp + phosphate_star	Atlantic	(28.2, Inf]	-0.4770150	-0.9784361	0.4567335
temp + phosphate_star	Indian	(-Inf,26]	-0.5847486	-0.6967795	-0.4372573
temp + phosphate_star	Indian	(26,26.5]	-0.4137187	-0.5823973	-0.3282974
temp + phosphate_star	Indian	(26.5,26.75]	-0.3075912	-0.6847304	-0.1051639
temp + phosphate_star	Indian	(26.75,27]	-0.6932754	-0.7837105	-0.6209339
temp + phosphate_star	Indian	(27,27.25]	-0.9798684	-0.9884070	-0.9737656
temp + phosphate_star	Indian	(27.25,27.5]	-0.9875381	-0.9941928	-0.9812788
temp + phosphate_star	Indian	(27.5,27.75]	-0.9584852	-0.9738913	-0.9352506
temp + phosphate_star	Indian	(27.75,27.85]	-0.6341891	-0.7533916	-0.4635721
temp + phosphate_star	Indian	(27.85,27.95]	0.4157693	0.3807622	0.4388921
temp + phosphate_star	Indian	(27.95,28.05]	-0.2721488	-0.4595156	-0.1312240
temp + phosphate_star	Indian	(28.05,28.1]	-0.6774987	-0.7628726	-0.6267513
temp + phosphate_star	Indian	(28.1,28.2]	-0.7147312	-0.7904618	-0.6478345
temp + phosphate_star	Indian	(28.2,28.3]	-0.8058443	-0.8764541	-0.7352345
temp + phosphate_star	N_Atlantic	(-Inf,26]	-0.8048642	-0.9190343	-0.6906940
temp + phosphate_star	N_Atlantic	(26,26.5]	-0.7757796	-0.9475887	-0.6802919
temp + phosphate_star	N_Atlantic	(26.5,26.75]	-0.5813746	-0.7111659	-0.5082322
temp + phosphate_star	N_Atlantic	(26.75,27]	-0.6998040	-0.7203520	-0.6732595
temp + phosphate_star	N_Atlantic	(27,27.25]	-0.7811009	-0.8347077	-0.7335544
temp + phosphate_star	N_Atlantic	(27.25,27.5]	-0.8944885	-0.9495970	-0.8201852
temp + phosphate_star	N_Atlantic	(27.5,27.75]	-0.9549029	-0.9634859	-0.9493235
temp + phosphate_star	N_Atlantic	(27.75,27.85]	-0.9442808	-0.9678736	-0.9139793
temp + phosphate_star	N_Atlantic	(27.85,27.95]	-0.8919202	-0.9280716	-0.8378052
temp + phosphate_star	N_Atlantic	(27.95,28.05]	-0.9142222	-0.9541718	-0.8554539
temp + phosphate_star	N_Atlantic	(28.05,28.1]	-0.4765925	-0.6745950	-0.2650268
temp + phosphate_star	N_Atlantic	(28.1,28.15]	0.1744426	-0.2094481	0.6737265
temp + phosphate_star	N_Atlantic	(28.15,28.2]	0.5489010	0.1061334	0.9606265
temp + phosphate_star	N_Atlantic	(28.2, Inf]	0.9929396	0.9912957	0.9956124
temp + phosphate_star	N_Pacific	(-Inf,26]	-0.9560852	-0.9770802	-0.9313612
temp + phosphate_star	N_Pacific	(26,26.5]	-0.9617009	-0.9731533	-0.9522048
temp + phosphate_star	N_Pacific	(26.5,26.75]	-0.8004026	-0.9130133	-0.6971401
temp + phosphate_star	N_Pacific	(26.75,27]	-0.8637490	-0.9358742	-0.7961249
temp + phosphate_star	N_Pacific	(27,27.25]	-0.8288250	-0.9058015	-0.7807737
temp + phosphate_star	N_Pacific	(27.25,27.5]	-0.9091459	-0.9497057	-0.8655303
temp + phosphate_star	N_Pacific	(27.5,27.75]	-0.9723134	-0.9821913	-0.9631963
temp + phosphate_star	N_Pacific	(27.75,27.85]	-0.8799802	-0.8910583	-0.8732463
temp + phosphate_star	N_Pacific	(27.85,27.95]	-0.9245237	-0.9733485	-0.8932350
temp + phosphate_star	N_Pacific	(27.95,28.05]	-0.7297576	-0.9704479	-0.5558760
temp + phosphate_star	N_Pacific	(28.05,28.1]	-0.2461652	-0.4772316	-0.0274258
temp + phosphate_star	N_Pacific	(28.1,28.2]	-0.0421807	-0.3070916	0.2453078
temp + phosphate_star	Pacific	(-Inf,26]	-0.8329924	-0.8692908	-0.7780517
temp + phosphate_star	Pacific	(26,26.5]	-0.8016067	-0.8782211	-0.6735164
temp + phosphate_star	Pacific	(26.5,26.75]	-0.7073618	-0.8018676	-0.5444173
temp + phosphate_star	Pacific	(26.75,27]	-0.6373806	-0.7415140	-0.4844852
temp + phosphate_star	Pacific	(27,27.25]	-0.5824139	-0.6484394	-0.4589927
temp + phosphate_star	Pacific	(27.25,27.5]	-0.4932127	-0.5794972	-0.3498859
temp + phosphate_star	Pacific	(27.5,27.75]	-0.4429363	-0.5075482	-0.3692361
temp + phosphate_star	Pacific	(27.75,27.85]	0.2949086	0.1667329	0.4222000
temp + phosphate_star	Pacific	(27.85,27.95]	0.0724704	-0.0589715	0.2200571
temp + phosphate_star	Pacific	(27.95,28.05]	-0.5855562	-0.6312099	-0.5386829
temp + phosphate_star	Pacific	(28.05,28.1]	-0.5719504	-0.6008314	-0.5244282
temp + phosphate_star	Pacific	(28.1,28.2]	0.1963220	0.1116573	0.2390187
temp + phosphate_star	SO	(-Inf,26]	-0.8315104	-0.8533388	-0.8003554
temp + phosphate_star	SO	(26,26.5]	-0.8706150	-0.8915701	-0.8572655
temp + phosphate_star	SO	(26.5,26.75]	-0.9202835	-0.9405690	-0.8993258
temp + phosphate_star	SO	(26.75,27]	-0.9640525	-0.9679897	-0.9583063
temp + phosphate_star	SO	(27,27.25]	-0.9836412	-0.9863196	-0.9791340
temp + phosphate_star	SO	(27.25,27.5]	-0.9899712	-0.9926665	-0.9878245
temp + phosphate_star	SO	(27.5,27.75]	-0.8034522	-0.8293377	-0.7556600
temp + phosphate_star	SO	(27.75,27.85]	-0.8952584	-0.9124405	-0.8842028
temp + phosphate_star	SO	(27.85,27.95]	-0.9421005	-0.9491275	-0.9381762
temp + phosphate_star	SO	(27.95,28.05]	-0.9594932	-0.9657194	-0.9558376
temp + phosphate_star	SO	(28.05,28.1]	-0.9788106	-0.9827248	-0.9762236
temp + phosphate_star	SO	(28.1,28.15]	-0.9942441	-0.9955627	-0.9919282
temp + phosphate_star	SO	(28.1,28.2]	-0.9516026	-0.9614411	-0.9462303
temp + phosphate_star	SO	(28.15,28.2]	-0.9772516	-0.9829202	-0.9702839
temp + phosphate_star	SO	(28.2, Inf]	-0.9290249	-0.9340131	-0.9243128
temp + phosphate_star	SO	(28.2,28.3]	-0.9725989	-0.9771781	-0.9696036
temp + phosphate_star	SO	(28.3, Inf]	-0.9973643	-0.9999355	-0.9953931

rm(cor_predictors, cor_predictors_stats)

2.2.3 C* vs individual predictors

Below, the range of correlations coefficients for C* with each predictor is plotted per basin (facet) and density slab (color). Note that the range indicates the min and max values of in total 3 calculated coefficients (one per era).

cor_target_predictor <- cor_target_predictor %>% 
  rename(predictor = term)

# calculate min, max, mean across all eras
cor_target_predictor_stats <- cor_target_predictor %>%
  select(-era) %>% 
  group_by(predictor, basin, gamma_slab) %>% 
  summarise_all(list(mean_r = mean, min_r = min, max_r = max)) %>% 
  ungroup()

# plot figure
cor_target_predictor_stats %>% 
  mutate(predictor = reorder(predictor, mean_r)) %>%
  ggplot() +
  geom_vline(xintercept = c(-0.9, 0.9), col = "red") +
  geom_vline(xintercept = 0) +
  geom_linerange(
    aes(y = predictor, xmin = min_r, xmax = max_r, col = gamma_slab),
    position = position_dodge(width = 0.6)) +
  facet_wrap(~basin) +
  scale_color_viridis_d(direction = -1) +
  labs(x = "correlation coefficient", y = "C* correlation with...") +
  theme(legend.position = "top")

Past versions of correlation_predictors-1.png

Version	Author	Date
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
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
cc2a956	Donghe-Zhu	2021-03-10
17f1c4a	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
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
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
54d5b5b	Donghe-Zhu	2021-02-27
330f064	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
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
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
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
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

# print table
kable(cor_target_predictor_stats) %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")

predictor	basin	gamma_slab	mean_r	min_r	max_r
aou	Atlantic	(-Inf,26]	-0.0052328	-0.0277228	0.0244002
aou	Atlantic	(26,26.5]	-0.0117763	-0.2202657	0.1646115
aou	Atlantic	(26.5,26.75]	-0.1606408	-0.4519860	0.1138518
aou	Atlantic	(26.75,27]	-0.2804831	-0.5767558	0.0639784
aou	Atlantic	(27,27.25]	-0.1353887	-0.3529615	0.2550635
aou	Atlantic	(27.25,27.5]	-0.0137176	-0.1355473	0.1143542
aou	Atlantic	(27.5,27.75]	-0.6453721	-0.7195603	-0.5976642
aou	Atlantic	(27.75,27.85]	-0.9293582	-0.9515012	-0.8963852
aou	Atlantic	(27.85,27.95]	-0.4655291	-0.6567688	-0.3038814
aou	Atlantic	(27.95,28.05]	-0.8842562	-0.9136539	-0.8409733
aou	Atlantic	(28.05,28.1]	-0.7354486	-0.7648395	-0.6794720
aou	Atlantic	(28.1,28.15]	-0.7721350	-0.8208030	-0.7340277
aou	Atlantic	(28.15,28.2]	-0.8648538	-0.9002346	-0.8419552
aou	Atlantic	(28.2, Inf]	0.5525954	0.2498702	0.9491287
aou	Indian	(-Inf,26]	-0.0852182	-0.3681374	0.1773591
aou	Indian	(26,26.5]	-0.6662320	-0.8083717	-0.5869333
aou	Indian	(26.5,26.75]	-0.8337854	-0.9289411	-0.7258159
aou	Indian	(26.75,27]	-0.7960343	-0.8694466	-0.7591846
aou	Indian	(27,27.25]	-0.0744854	-0.1587283	0.0874218
aou	Indian	(27.25,27.5]	0.1772142	-0.0942307	0.3567684
aou	Indian	(27.5,27.75]	0.0298193	-0.4267189	0.2832410
aou	Indian	(27.75,27.85]	-0.6890481	-0.8104782	-0.6024140
aou	Indian	(27.85,27.95]	-0.8797389	-0.9088578	-0.8614630
aou	Indian	(27.95,28.05]	-0.9439162	-0.9592624	-0.9252229
aou	Indian	(28.05,28.1]	-0.6720915	-0.8691764	-0.3146051
aou	Indian	(28.1,28.2]	0.5717107	0.3298962	0.8602438
aou	Indian	(28.2,28.3]	-0.0634565	-0.1031134	-0.0237995
aou	N_Atlantic	(-Inf,26]	NA	NA	NA
aou	N_Atlantic	(26,26.5]	-0.0241628	-0.3341512	0.2849037
aou	N_Atlantic	(26.5,26.75]	-0.5070544	-0.6031375	-0.3175195
aou	N_Atlantic	(26.75,27]	-0.6227304	-0.7428692	-0.4381286
aou	N_Atlantic	(27,27.25]	-0.7800046	-0.8783874	-0.6371831
aou	N_Atlantic	(27.25,27.5]	-0.8977555	-0.9350427	-0.8482260
aou	N_Atlantic	(27.5,27.75]	-0.9163600	-0.9362652	-0.8971569
aou	N_Atlantic	(27.75,27.85]	-0.9080399	-0.9144184	-0.8961571
aou	N_Atlantic	(27.85,27.95]	-0.7027102	-0.7294313	-0.6515987
aou	N_Atlantic	(27.95,28.05]	-0.9313446	-0.9714419	-0.9051042
aou	N_Atlantic	(28.05,28.1]	-0.8532839	-0.9125427	-0.8194901
aou	N_Atlantic	(28.1,28.15]	-0.9867480	-0.9967289	-0.9798969
aou	N_Atlantic	(28.15,28.2]	-0.9548465	-0.9824634	-0.9295767
aou	N_Atlantic	(28.2, Inf]	-0.8942232	-0.9994429	-0.7048555
aou	N_Pacific	(-Inf,26]	0.1659146	-0.1820511	0.4833414
aou	N_Pacific	(26,26.5]	0.4084554	0.2967374	0.5432093
aou	N_Pacific	(26.5,26.75]	0.0332969	-0.0610344	0.1719034
aou	N_Pacific	(26.75,27]	-0.4612929	-0.5842715	-0.3063426
aou	N_Pacific	(27,27.25]	-0.1001481	-0.2796178	0.1969785
aou	N_Pacific	(27.25,27.5]	0.3642865	0.1608811	0.5650090
aou	N_Pacific	(27.5,27.75]	-0.5236133	-0.6088367	-0.3813993
aou	N_Pacific	(27.75,27.85]	-0.7302450	-0.7726332	-0.6802159
aou	N_Pacific	(27.85,27.95]	-0.8254007	-0.8671278	-0.8019624
aou	N_Pacific	(27.95,28.05]	0.9133548	0.8742296	0.9574269
aou	N_Pacific	(28.05,28.1]	0.9991280	0.9988035	0.9995126
aou	N_Pacific	(28.1,28.2]	0.9926387	0.9918400	0.9932219
aou	Pacific	(-Inf,26]	0.3724923	0.3025168	0.4301439
aou	Pacific	(26,26.5]	-0.0948316	-0.2801071	0.1489534
aou	Pacific	(26.5,26.75]	-0.2585041	-0.3955772	-0.0468306
aou	Pacific	(26.75,27]	-0.6359602	-0.7053227	-0.5246259
aou	Pacific	(27,27.25]	-0.7243177	-0.7916954	-0.6492248
aou	Pacific	(27.25,27.5]	0.2941270	0.1723771	0.3588285
aou	Pacific	(27.5,27.75]	0.7416557	0.6680593	0.7803582
aou	Pacific	(27.75,27.85]	0.8197316	0.7703323	0.8605531
aou	Pacific	(27.85,27.95]	0.7116786	0.6871853	0.7287433
aou	Pacific	(27.95,28.05]	0.8519798	0.8478334	0.8558223
aou	Pacific	(28.05,28.1]	0.9568303	0.9479634	0.9684044
aou	Pacific	(28.1,28.2]	0.8870974	0.8815960	0.8912514
aou	SO	(-Inf,26]	0.4443229	0.1334611	0.6891889
aou	SO	(26,26.5]	0.3543209	0.3057780	0.4317886
aou	SO	(26.5,26.75]	-0.0698870	-0.1659570	-0.0005360
aou	SO	(26.75,27]	-0.3131311	-0.3684382	-0.2682755
aou	SO	(27,27.25]	-0.3682604	-0.4748328	-0.2398714
aou	SO	(27.25,27.5]	-0.5919812	-0.6807965	-0.4409628
aou	SO	(27.5,27.75]	-0.4646217	-0.7538369	0.0273232
aou	SO	(27.75,27.85]	-0.4632484	-0.6195380	-0.2394973
aou	SO	(27.85,27.95]	-0.2390834	-0.3910793	-0.0334612
aou	SO	(27.95,28.05]	0.0018574	-0.2279470	0.1830931
aou	SO	(28.05,28.1]	0.1242834	-0.1050086	0.2893418
aou	SO	(28.1,28.15]	-0.1193633	-0.3562447	0.1301677
aou	SO	(28.1,28.2]	0.1381453	-0.1214534	0.4708289
aou	SO	(28.15,28.2]	-0.3427389	-0.4726272	-0.1609613
aou	SO	(28.2, Inf]	-0.8030627	-0.8904621	-0.6754972
aou	SO	(28.2,28.3]	-0.0667935	-0.3780690	0.5117859
aou	SO	(28.3, Inf]	-0.3522053	-0.9989451	0.9296082
nitrate	Atlantic	(-Inf,26]	-0.0789796	-0.1049697	-0.0371462
nitrate	Atlantic	(26,26.5]	-0.0358557	-0.2376597	0.1398503
nitrate	Atlantic	(26.5,26.75]	-0.1693384	-0.4394160	0.0851727
nitrate	Atlantic	(26.75,27]	-0.2749419	-0.5425031	0.0172738
nitrate	Atlantic	(27,27.25]	-0.3561572	-0.5237643	-0.0666466
nitrate	Atlantic	(27.25,27.5]	-0.7827518	-0.8849790	-0.6384811
nitrate	Atlantic	(27.5,27.75]	-0.9667078	-0.9734057	-0.9538318
nitrate	Atlantic	(27.75,27.85]	-0.9580393	-0.9734683	-0.9351442
nitrate	Atlantic	(27.85,27.95]	-0.5755343	-0.7379525	-0.4274072
nitrate	Atlantic	(27.95,28.05]	-0.8528574	-0.8807106	-0.8216917
nitrate	Atlantic	(28.05,28.1]	-0.8375134	-0.8575609	-0.8093583
nitrate	Atlantic	(28.1,28.15]	-0.9184498	-0.9344541	-0.9017172
nitrate	Atlantic	(28.15,28.2]	-0.9868712	-0.9872361	-0.9861518
nitrate	Atlantic	(28.2, Inf]	-0.7941113	-0.9895312	-0.4601281
nitrate	Indian	(-Inf,26]	-0.0956327	-0.3658460	0.1689743
nitrate	Indian	(26,26.5]	-0.6792531	-0.8007516	-0.6142462
nitrate	Indian	(26.5,26.75]	-0.8646515	-0.9154164	-0.8161262
nitrate	Indian	(26.75,27]	-0.8635511	-0.8928460	-0.8210252
nitrate	Indian	(27,27.25]	-0.4308894	-0.5364826	-0.2676799
nitrate	Indian	(27.25,27.5]	-0.2622649	-0.4765569	-0.0754392
nitrate	Indian	(27.5,27.75]	0.0424645	-0.4855473	0.3320117
nitrate	Indian	(27.75,27.85]	-0.7265201	-0.8776893	-0.6299396
nitrate	Indian	(27.85,27.95]	-0.9210079	-0.9556083	-0.8971701
nitrate	Indian	(27.95,28.05]	-0.9424891	-0.9728010	-0.9014904
nitrate	Indian	(28.05,28.1]	-0.7868090	-0.9199645	-0.5472503
nitrate	Indian	(28.1,28.2]	0.3075076	-0.0119709	0.6984448
nitrate	Indian	(28.2,28.3]	-0.8732432	-0.9494054	-0.7970811
nitrate	N_Atlantic	(-Inf,26]	NA	NA	NA
nitrate	N_Atlantic	(26,26.5]	-0.0451706	-0.3881989	0.3583700
nitrate	N_Atlantic	(26.5,26.75]	-0.6162281	-0.6929511	-0.4806856
nitrate	N_Atlantic	(26.75,27]	-0.7457500	-0.8297668	-0.5890998
nitrate	N_Atlantic	(27,27.25]	-0.9167772	-0.9599605	-0.8555284
nitrate	N_Atlantic	(27.25,27.5]	-0.9087218	-0.9321658	-0.8869704
nitrate	N_Atlantic	(27.5,27.75]	-0.7192601	-0.7715359	-0.6200243
nitrate	N_Atlantic	(27.75,27.85]	-0.7278474	-0.7726328	-0.6867679
nitrate	N_Atlantic	(27.85,27.95]	-0.7183180	-0.8047676	-0.5843981
nitrate	N_Atlantic	(27.95,28.05]	-0.8101926	-0.9302382	-0.7055395
nitrate	N_Atlantic	(28.05,28.1]	-0.8755417	-0.9247824	-0.8422839
nitrate	N_Atlantic	(28.1,28.15]	-0.9873859	-0.9959344	-0.9794506
nitrate	N_Atlantic	(28.15,28.2]	-0.8208612	-0.9874686	-0.6857423
nitrate	N_Atlantic	(28.2, Inf]	-0.8649205	-0.9955689	-0.6576760
nitrate	N_Pacific	(-Inf,26]	0.1655790	-0.1445187	0.4806853
nitrate	N_Pacific	(26,26.5]	0.4889383	0.4171719	0.6146498
nitrate	N_Pacific	(26.5,26.75]	0.1429305	-0.0114106	0.3198692
nitrate	N_Pacific	(26.75,27]	-0.2542354	-0.3883080	-0.0985806
nitrate	N_Pacific	(27,27.25]	0.0809598	-0.0301757	0.3025688
nitrate	N_Pacific	(27.25,27.5]	0.5190164	0.4025843	0.6657860
nitrate	N_Pacific	(27.5,27.75]	-0.0679958	-0.2562845	0.2705476
nitrate	N_Pacific	(27.75,27.85]	-0.7833448	-0.8213597	-0.7402314
nitrate	N_Pacific	(27.85,27.95]	-0.8320305	-0.8805260	-0.8045221
nitrate	N_Pacific	(27.95,28.05]	0.9217538	0.8906898	0.9575518
nitrate	N_Pacific	(28.05,28.1]	0.9994504	0.9993452	0.9996278
nitrate	N_Pacific	(28.1,28.2]	0.9930980	0.9923333	0.9944089
nitrate	Pacific	(-Inf,26]	0.2560503	0.1992619	0.3016396
nitrate	Pacific	(26,26.5]	-0.2574548	-0.4634099	0.0111600
nitrate	Pacific	(26.5,26.75]	-0.4362011	-0.5988389	-0.1790551
nitrate	Pacific	(26.75,27]	-0.7178776	-0.7808975	-0.6024153
nitrate	Pacific	(27,27.25]	-0.7559778	-0.8366873	-0.6272305
nitrate	Pacific	(27.25,27.5]	0.2982271	0.1701484	0.4054946
nitrate	Pacific	(27.5,27.75]	0.8383282	0.8073277	0.8560274
nitrate	Pacific	(27.75,27.85]	0.7738189	0.7090193	0.8280693
nitrate	Pacific	(27.85,27.95]	0.6434433	0.6031918	0.6673547
nitrate	Pacific	(27.95,28.05]	0.8507281	0.8431513	0.8570113
nitrate	Pacific	(28.05,28.1]	0.9080018	0.8869975	0.9354779
nitrate	Pacific	(28.1,28.2]	0.8195303	0.8106994	0.8324781
nitrate	SO	(-Inf,26]	0.1164630	-0.1535459	0.4549227
nitrate	SO	(26,26.5]	0.2516154	0.1777100	0.3109402
nitrate	SO	(26.5,26.75]	-0.1912060	-0.2531921	-0.1456470
nitrate	SO	(26.75,27]	-0.5309012	-0.5976973	-0.4582358
nitrate	SO	(27,27.25]	-0.6691799	-0.7506380	-0.5752426
nitrate	SO	(27.25,27.5]	-0.8159306	-0.8612271	-0.7324450
nitrate	SO	(27.5,27.75]	-0.5433616	-0.7651865	-0.1467239
nitrate	SO	(27.75,27.85]	-0.7197639	-0.7706651	-0.6189646
nitrate	SO	(27.85,27.95]	-0.7189862	-0.8346258	-0.5839247
nitrate	SO	(27.95,28.05]	-0.5840833	-0.7262294	-0.4600616
nitrate	SO	(28.05,28.1]	-0.6094105	-0.7184029	-0.5320306
nitrate	SO	(28.1,28.15]	-0.7427157	-0.8543846	-0.5979896
nitrate	SO	(28.1,28.2]	-0.4606703	-0.7000382	-0.2183357
nitrate	SO	(28.15,28.2]	-0.7757366	-0.8729398	-0.6592225
nitrate	SO	(28.2, Inf]	-0.9639475	-0.9926638	-0.9212239
nitrate	SO	(28.2,28.3]	-0.3569602	-0.6775700	0.1929287
nitrate	SO	(28.3, Inf]	-0.3490373	-0.9996302	0.9477782
oxygen	Atlantic	(-Inf,26]	0.2812567	0.2058393	0.3454367
oxygen	Atlantic	(26,26.5]	0.1364620	-0.0788624	0.3773294
oxygen	Atlantic	(26.5,26.75]	0.2282599	-0.0678588	0.5390277
oxygen	Atlantic	(26.75,27]	0.3118770	-0.0597357	0.6125172
oxygen	Atlantic	(27,27.25]	0.0032244	-0.4026812	0.2563641
oxygen	Atlantic	(27.25,27.5]	-0.3755189	-0.4438519	-0.3290176
oxygen	Atlantic	(27.5,27.75]	0.0523524	-0.0193131	0.1192971
oxygen	Atlantic	(27.75,27.85]	0.7087484	0.6356733	0.7460196
oxygen	Atlantic	(27.85,27.95]	0.3596938	0.1932176	0.5562792
oxygen	Atlantic	(27.95,28.05]	0.9049742	0.8595635	0.9311392
oxygen	Atlantic	(28.05,28.1]	0.6453916	0.5826182	0.6768208
oxygen	Atlantic	(28.1,28.15]	0.4735853	0.3679430	0.6151197
oxygen	Atlantic	(28.15,28.2]	0.5955658	0.4682490	0.6926794
oxygen	Atlantic	(28.2, Inf]	-0.6538022	-0.9852435	-0.1128986
oxygen	Indian	(-Inf,26]	0.1360096	-0.1204621	0.4239844
oxygen	Indian	(26,26.5]	0.6704444	0.5875973	0.8028056
oxygen	Indian	(26.5,26.75]	0.8238317	0.7039119	0.9217720
oxygen	Indian	(26.75,27]	0.7636354	0.7155296	0.8430598
oxygen	Indian	(27,27.25]	-0.0144444	-0.1765087	0.0686337
oxygen	Indian	(27.25,27.5]	-0.2936815	-0.4661013	-0.0205784
oxygen	Indian	(27.5,27.75]	0.0189917	-0.2085967	0.4363997
oxygen	Indian	(27.75,27.85]	0.7209913	0.6480294	0.8092315
oxygen	Indian	(27.85,27.95]	0.8898149	0.8777434	0.9043098
oxygen	Indian	(27.95,28.05]	0.9514665	0.9483154	0.9544749
oxygen	Indian	(28.05,28.1]	0.6194866	0.2207920	0.8407576
oxygen	Indian	(28.1,28.2]	-0.6253665	-0.8746194	-0.4167130
oxygen	Indian	(28.2,28.3]	-0.3770377	-0.4563030	-0.2977723
oxygen	N_Atlantic	(-Inf,26]	NA	NA	NA
oxygen	N_Atlantic	(26,26.5]	0.0740222	-0.2434415	0.3850303
oxygen	N_Atlantic	(26.5,26.75]	0.6051717	0.4463141	0.6926430
oxygen	N_Atlantic	(26.75,27]	0.6366571	0.4790387	0.7458864
oxygen	N_Atlantic	(27,27.25]	0.7534985	0.5947226	0.8633247
oxygen	N_Atlantic	(27.25,27.5]	0.8403729	0.7864106	0.9086740
oxygen	N_Atlantic	(27.5,27.75]	0.8260564	0.7997815	0.8531848
oxygen	N_Atlantic	(27.75,27.85]	0.8768317	0.8721454	0.8832615
oxygen	N_Atlantic	(27.85,27.95]	0.6638698	0.6541944	0.6828665
oxygen	N_Atlantic	(27.95,28.05]	0.6543885	0.4964042	0.9530793
oxygen	N_Atlantic	(28.05,28.1]	0.8853206	0.8360624	0.9396553
oxygen	N_Atlantic	(28.1,28.15]	0.9885685	0.9782882	0.9969872
oxygen	N_Atlantic	(28.15,28.2]	0.9622710	0.9075397	0.9961809
oxygen	N_Atlantic	(28.2, Inf]	0.5520818	0.0677283	0.9422073
oxygen	N_Pacific	(-Inf,26]	0.3300243	-0.0056785	0.6962358
oxygen	N_Pacific	(26,26.5]	-0.2259750	-0.3797501	-0.0614213
oxygen	N_Pacific	(26.5,26.75]	0.0757294	-0.0128734	0.1302202
oxygen	N_Pacific	(26.75,27]	0.5916685	0.4862261	0.6716356
oxygen	N_Pacific	(27,27.25]	0.2421769	-0.0527609	0.4219885
oxygen	N_Pacific	(27.25,27.5]	-0.2706556	-0.4849259	-0.0347603
oxygen	N_Pacific	(27.5,27.75]	0.6517100	0.5537006	0.7182386
oxygen	N_Pacific	(27.75,27.85]	0.7815477	0.7437511	0.8143653
oxygen	N_Pacific	(27.85,27.95]	0.8358673	0.8148584	0.8776294
oxygen	N_Pacific	(27.95,28.05]	-0.9100269	-0.9552288	-0.8703835
oxygen	N_Pacific	(28.05,28.1]	-0.9989465	-0.9992866	-0.9986810
oxygen	N_Pacific	(28.1,28.2]	-0.9961608	-0.9967523	-0.9956532
oxygen	Pacific	(-Inf,26]	-0.3236521	-0.4044568	-0.2374764
oxygen	Pacific	(26,26.5]	0.0127842	-0.1953048	0.1841099
oxygen	Pacific	(26.5,26.75]	0.1537778	-0.0266687	0.2889206
oxygen	Pacific	(26.75,27]	0.5710960	0.4587914	0.6493393
oxygen	Pacific	(27,27.25]	0.6884940	0.6078679	0.7616732
oxygen	Pacific	(27.25,27.5]	-0.2988146	-0.3667470	-0.1774582
oxygen	Pacific	(27.5,27.75]	-0.6909378	-0.7354119	-0.6054165
oxygen	Pacific	(27.75,27.85]	-0.7942824	-0.8401449	-0.7393600
oxygen	Pacific	(27.85,27.95]	-0.6668241	-0.6848859	-0.6389456
oxygen	Pacific	(27.95,28.05]	-0.8204579	-0.8233369	-0.8151829
oxygen	Pacific	(28.05,28.1]	-0.9596959	-0.9690490	-0.9530072
oxygen	Pacific	(28.1,28.2]	-0.8883693	-0.8915443	-0.8831948
oxygen	SO	(-Inf,26]	0.4496093	0.0504634	0.7095723
oxygen	SO	(26,26.5]	-0.0585900	-0.1118063	0.0155042
oxygen	SO	(26.5,26.75]	0.1317691	0.0595532	0.2421997
oxygen	SO	(26.75,27]	0.2184081	0.1924007	0.2678087
oxygen	SO	(27,27.25]	0.2293690	0.1103292	0.3234965
oxygen	SO	(27.25,27.5]	0.4606297	0.2910863	0.5561903
oxygen	SO	(27.5,27.75]	0.4912775	0.0109142	0.7621023
oxygen	SO	(27.75,27.85]	0.3755836	0.1253317	0.5427174
oxygen	SO	(27.85,27.95]	0.0721157	-0.1416553	0.2226519
oxygen	SO	(27.95,28.05]	-0.1724099	-0.3641778	0.0597670
oxygen	SO	(28.05,28.1]	-0.2803015	-0.4648292	-0.0447676
oxygen	SO	(28.1,28.15]	-0.0639450	-0.2936995	0.1346351
oxygen	SO	(28.1,28.2]	-0.2319027	-0.5720846	0.0203259
oxygen	SO	(28.15,28.2]	0.1589496	-0.0130893	0.2502823
oxygen	SO	(28.2, Inf]	0.6256979	0.4476246	0.7237743
oxygen	SO	(28.2,28.3]	-0.0453321	-0.6254558	0.2477425
oxygen	SO	(28.3, Inf]	0.3512058	-0.9309292	0.9988589
phosphate	Atlantic	(-Inf,26]	0.1873211	0.1570584	0.2305750
phosphate	Atlantic	(26,26.5]	0.0388565	-0.1435716	0.1911194
phosphate	Atlantic	(26.5,26.75]	-0.1205350	-0.3824850	0.1272343
phosphate	Atlantic	(26.75,27]	-0.2294412	-0.4951690	0.0568550
phosphate	Atlantic	(27,27.25]	-0.3191477	-0.4887565	-0.0326082
phosphate	Atlantic	(27.25,27.5]	-0.7863217	-0.8890754	-0.6464989
phosphate	Atlantic	(27.5,27.75]	-0.9658045	-0.9704930	-0.9624324
phosphate	Atlantic	(27.75,27.85]	-0.9452903	-0.9747763	-0.9187763
phosphate	Atlantic	(27.85,27.95]	-0.6121520	-0.7036625	-0.5301344
phosphate	Atlantic	(27.95,28.05]	-0.8383063	-0.8534256	-0.8251690
phosphate	Atlantic	(28.05,28.1]	-0.8740087	-0.8920592	-0.8462123
phosphate	Atlantic	(28.1,28.15]	-0.9392251	-0.9506643	-0.9269553
phosphate	Atlantic	(28.15,28.2]	-0.9894967	-0.9904363	-0.9890123
phosphate	Atlantic	(28.2, Inf]	-0.8152238	-0.9930325	-0.5051044
phosphate	Indian	(-Inf,26]	-0.1231388	-0.4025430	0.1464065
phosphate	Indian	(26,26.5]	-0.7024140	-0.8358441	-0.6239307
phosphate	Indian	(26.5,26.75]	-0.8724544	-0.9446117	-0.7997080
phosphate	Indian	(26.75,27]	-0.8631004	-0.9169067	-0.8242141
phosphate	Indian	(27,27.25]	-0.3102213	-0.3918324	-0.1566036
phosphate	Indian	(27.25,27.5]	-0.1938000	-0.4138591	-0.0170589
phosphate	Indian	(27.5,27.75]	0.0403222	-0.4806482	0.3263496
phosphate	Indian	(27.75,27.85]	-0.7298292	-0.8649710	-0.6397494
phosphate	Indian	(27.85,27.95]	-0.9122803	-0.9453540	-0.8911340
phosphate	Indian	(27.95,28.05]	-0.9439934	-0.9699164	-0.9106039
phosphate	Indian	(28.05,28.1]	-0.7839726	-0.9163134	-0.5459849
phosphate	Indian	(28.1,28.2]	0.3169097	0.0103645	0.6904281
phosphate	Indian	(28.2,28.3]	-0.8740515	-0.9487482	-0.7993548
phosphate	N_Atlantic	(-Inf,26]	NA	NA	NA
phosphate	N_Atlantic	(26,26.5]	-0.0294585	-0.3569042	0.3461759
phosphate	N_Atlantic	(26.5,26.75]	-0.5496365	-0.6409458	-0.3894910
phosphate	N_Atlantic	(26.75,27]	-0.7174340	-0.8066284	-0.5520006
phosphate	N_Atlantic	(27,27.25]	-0.8933488	-0.9432623	-0.8248574
phosphate	N_Atlantic	(27.25,27.5]	-0.9414671	-0.9628790	-0.9151309
phosphate	N_Atlantic	(27.5,27.75]	-0.7890068	-0.8404381	-0.6994930
phosphate	N_Atlantic	(27.75,27.85]	-0.7655490	-0.8099143	-0.7124002
phosphate	N_Atlantic	(27.85,27.95]	-0.6529938	-0.7353296	-0.6090423
phosphate	N_Atlantic	(27.95,28.05]	-0.7795367	-0.8388058	-0.7392957
phosphate	N_Atlantic	(28.05,28.1]	-0.8292849	-0.8850906	-0.7995059
phosphate	N_Atlantic	(28.1,28.15]	-0.9651671	-0.9893801	-0.9511864
phosphate	N_Atlantic	(28.15,28.2]	0.1932254	-0.4811480	0.9866455
phosphate	N_Atlantic	(28.2, Inf]	0.7378120	0.4354250	0.9686923
phosphate	N_Pacific	(-Inf,26]	0.3223424	0.1379611	0.5510614
phosphate	N_Pacific	(26,26.5]	0.5128450	0.4455439	0.6299490
phosphate	N_Pacific	(26.5,26.75]	0.1665482	0.0422257	0.3504022
phosphate	N_Pacific	(26.75,27]	-0.2859003	-0.4537007	-0.0726891
phosphate	N_Pacific	(27,27.25]	-0.0386254	-0.2334648	0.2740541
phosphate	N_Pacific	(27.25,27.5]	0.2846208	0.0526291	0.5320738
phosphate	N_Pacific	(27.5,27.75]	-0.5001719	-0.5772168	-0.3805867
phosphate	N_Pacific	(27.75,27.85]	-0.7785205	-0.8182879	-0.7311709
phosphate	N_Pacific	(27.85,27.95]	-0.8417621	-0.8763590	-0.8196011
phosphate	N_Pacific	(27.95,28.05]	0.8924302	0.8362333	0.9559631
phosphate	N_Pacific	(28.05,28.1]	0.9991902	0.9990398	0.9994597
phosphate	N_Pacific	(28.1,28.2]	0.9938122	0.9930581	0.9949460
phosphate	Pacific	(-Inf,26]	0.2858155	0.2218365	0.3316072
phosphate	Pacific	(26,26.5]	-0.2035783	-0.4013534	0.0573007
phosphate	Pacific	(26.5,26.75]	-0.3208244	-0.4492650	-0.1088430
phosphate	Pacific	(26.75,27]	-0.6145356	-0.6700148	-0.5119332
phosphate	Pacific	(27,27.25]	-0.7332606	-0.7800052	-0.6683539
phosphate	Pacific	(27.25,27.5]	0.1769863	0.0765568	0.2516626
phosphate	Pacific	(27.5,27.75]	0.6790862	0.5759224	0.7307726
phosphate	Pacific	(27.75,27.85]	0.7456867	0.6692742	0.8061875
phosphate	Pacific	(27.85,27.95]	0.6505060	0.6131801	0.6695534
phosphate	Pacific	(27.95,28.05]	0.8509227	0.8453102	0.8541558
phosphate	Pacific	(28.05,28.1]	0.9155781	0.8971177	0.9401742
phosphate	Pacific	(28.1,28.2]	0.8257431	0.8162612	0.8393345
phosphate	SO	(-Inf,26]	0.0436645	-0.1837834	0.3790494
phosphate	SO	(26,26.5]	0.2448794	0.1679285	0.3144195
phosphate	SO	(26.5,26.75]	-0.1978075	-0.2702186	-0.1561532
phosphate	SO	(26.75,27]	-0.5289080	-0.6000649	-0.4515648
phosphate	SO	(27,27.25]	-0.6591978	-0.7484916	-0.5559834
phosphate	SO	(27.25,27.5]	-0.8106766	-0.8577281	-0.7222958
phosphate	SO	(27.5,27.75]	-0.5884029	-0.7976725	-0.2161321
phosphate	SO	(27.75,27.85]	-0.7209663	-0.7773155	-0.6165710
phosphate	SO	(27.85,27.95]	-0.7146771	-0.8253575	-0.5854123
phosphate	SO	(27.95,28.05]	-0.5987435	-0.7237435	-0.4841419
phosphate	SO	(28.05,28.1]	-0.6612714	-0.7498453	-0.5931686
phosphate	SO	(28.1,28.15]	-0.7848252	-0.8479479	-0.6859036
phosphate	SO	(28.1,28.2]	-0.5188730	-0.7354795	-0.3044161
phosphate	SO	(28.15,28.2]	-0.8149155	-0.8588399	-0.7406268
phosphate	SO	(28.2, Inf]	-0.9830874	-0.9977086	-0.9604317
phosphate	SO	(28.2,28.3]	-0.4719126	-0.7643272	0.0294836
phosphate	SO	(28.3, Inf]	-0.3523269	-0.9997312	0.9402012
phosphate_star	Atlantic	(-Inf,26]	0.5108470	0.4101645	0.5730920
phosphate_star	Atlantic	(26,26.5]	0.2774765	0.2094628	0.3229766
phosphate_star	Atlantic	(26.5,26.75]	0.1248910	0.0436086	0.2017738
phosphate_star	Atlantic	(26.75,27]	0.0572004	0.0241883	0.1039475
phosphate_star	Atlantic	(27,27.25]	-0.3967260	-0.5483414	-0.2232275
phosphate_star	Atlantic	(27.25,27.5]	-0.9027173	-0.9519293	-0.8471596
phosphate_star	Atlantic	(27.5,27.75]	-0.9291719	-0.9470816	-0.9133277
phosphate_star	Atlantic	(27.75,27.85]	-0.8846488	-0.8930461	-0.8731177
phosphate_star	Atlantic	(27.85,27.95]	-0.5908814	-0.5965779	-0.5856953
phosphate_star	Atlantic	(27.95,28.05]	-0.6083233	-0.6388447	-0.5910178
phosphate_star	Atlantic	(28.05,28.1]	-0.9191303	-0.9304806	-0.9021734
phosphate_star	Atlantic	(28.1,28.15]	-0.9816688	-0.9856727	-0.9761264
phosphate_star	Atlantic	(28.15,28.2]	-0.9820320	-0.9945280	-0.9659404
phosphate_star	Atlantic	(28.2, Inf]	-0.9326396	-0.9983858	-0.8040220
phosphate_star	Indian	(-Inf,26]	-0.0972489	-0.3502122	0.1826288
phosphate_star	Indian	(26,26.5]	-0.7192800	-0.8681545	-0.6249942
phosphate_star	Indian	(26.5,26.75]	-0.8528473	-0.9289129	-0.8031074
phosphate_star	Indian	(26.75,27]	-0.4986003	-0.6013735	-0.4361829
phosphate_star	Indian	(27,27.25]	-0.5965196	-0.7371532	-0.5009487
phosphate_star	Indian	(27.25,27.5]	-0.6940072	-0.8161583	-0.4979361
phosphate_star	Indian	(27.5,27.75]	0.1017493	-0.0040555	0.2929093
phosphate_star	Indian	(27.75,27.85]	0.1990314	-0.1537813	0.4421384
phosphate_star	Indian	(27.85,27.95]	-0.8637239	-0.9471594	-0.7732929
phosphate_star	Indian	(27.95,28.05]	-0.8127787	-0.9438653	-0.6156140
phosphate_star	Indian	(28.05,28.1]	-0.9307888	-0.9793260	-0.8650603
phosphate_star	Indian	(28.1,28.2]	-0.8918552	-0.9303975	-0.8452725
phosphate_star	Indian	(28.2,28.3]	-0.9810140	-0.9939440	-0.9680840
phosphate_star	N_Atlantic	(-Inf,26]	NA	NA	NA
phosphate_star	N_Atlantic	(26,26.5]	0.0863491	-0.1025724	0.3954781
phosphate_star	N_Atlantic	(26.5,26.75]	-0.1471960	-0.2877146	0.0114933
phosphate_star	N_Atlantic	(26.75,27]	-0.5641053	-0.6986243	-0.4259455
phosphate_star	N_Atlantic	(27,27.25]	-0.5344214	-0.6244517	-0.4832097
phosphate_star	N_Atlantic	(27.25,27.5]	0.0019859	-0.1517969	0.1350588
phosphate_star	N_Atlantic	(27.5,27.75]	0.2696819	0.2158188	0.3632688
phosphate_star	N_Atlantic	(27.75,27.85]	0.5788120	0.5386796	0.6555373
phosphate_star	N_Atlantic	(27.85,27.95]	0.4211096	0.3647984	0.5063085
phosphate_star	N_Atlantic	(27.95,28.05]	0.1417600	-0.1121316	0.5533942
phosphate_star	N_Atlantic	(28.05,28.1]	-0.7035643	-0.7340255	-0.6724676
phosphate_star	N_Atlantic	(28.1,28.15]	-0.9010943	-0.9521491	-0.8734792
phosphate_star	N_Atlantic	(28.15,28.2]	0.9034037	0.8411662	0.9957712
phosphate_star	N_Atlantic	(28.2, Inf]	0.8031328	0.5055199	0.9900883
phosphate_star	N_Pacific	(-Inf,26]	0.7528047	0.6391373	0.9186817
phosphate_star	N_Pacific	(26,26.5]	0.7300307	0.6160372	0.8099739
phosphate_star	N_Pacific	(26.5,26.75]	0.6828615	0.6084180	0.7936249
phosphate_star	N_Pacific	(26.75,27]	0.7016252	0.5325701	0.8591032
phosphate_star	N_Pacific	(27,27.25]	0.4354455	0.2626970	0.6499162
phosphate_star	N_Pacific	(27.25,27.5]	0.2044167	0.0613728	0.4130656
phosphate_star	N_Pacific	(27.5,27.75]	0.7294961	0.6490717	0.7785699
phosphate_star	N_Pacific	(27.75,27.85]	0.7564347	0.7450579	0.7724324
phosphate_star	N_Pacific	(27.85,27.95]	0.7154839	0.5861186	0.8783253
phosphate_star	N_Pacific	(27.95,28.05]	-0.8570808	-0.9050163	-0.8313768
phosphate_star	N_Pacific	(28.05,28.1]	-0.8647485	-0.8906730	-0.8412761
phosphate_star	N_Pacific	(28.1,28.2]	0.6954118	0.6269095	0.7706744
phosphate_star	Pacific	(-Inf,26]	0.1625724	0.1439283	0.1768142
phosphate_star	Pacific	(26,26.5]	-0.4380368	-0.5938614	-0.2184643
phosphate_star	Pacific	(26.5,26.75]	-0.5855380	-0.6866171	-0.4305841
phosphate_star	Pacific	(26.75,27]	-0.5029643	-0.6332705	-0.3748135
phosphate_star	Pacific	(27,27.25]	-0.2105553	-0.3903164	0.0385962
phosphate_star	Pacific	(27.25,27.5]	-0.5374250	-0.5981279	-0.4256238
phosphate_star	Pacific	(27.5,27.75]	-0.3366578	-0.3978158	-0.2596321
phosphate_star	Pacific	(27.75,27.85]	-0.5273460	-0.6142904	-0.4320011
phosphate_star	Pacific	(27.85,27.95]	0.1156039	0.0861821	0.1617782
phosphate_star	Pacific	(27.95,28.05]	0.5498588	0.4951578	0.6225607
phosphate_star	Pacific	(28.05,28.1]	0.1812645	0.1406293	0.2162128
phosphate_star	Pacific	(28.1,28.2]	-0.0395970	-0.1440289	0.0291250
phosphate_star	SO	(-Inf,26]	0.6360806	0.5262276	0.8037636
phosphate_star	SO	(26,26.5]	0.3376299	0.2099317	0.4110781
phosphate_star	SO	(26.5,26.75]	-0.1918565	-0.2099724	-0.1624612
phosphate_star	SO	(26.75,27]	-0.5563499	-0.6013880	-0.4796335
phosphate_star	SO	(27,27.25]	-0.5905032	-0.6248995	-0.5526112
phosphate_star	SO	(27.25,27.5]	-0.2484705	-0.4087959	-0.0723480
phosphate_star	SO	(27.5,27.75]	0.2733412	-0.1663204	0.5511001
phosphate_star	SO	(27.75,27.85]	-0.4295019	-0.6547263	-0.2960727
phosphate_star	SO	(27.85,27.95]	-0.7491478	-0.8633210	-0.6545115
phosphate_star	SO	(27.95,28.05]	-0.7809100	-0.8985815	-0.6511403
phosphate_star	SO	(28.05,28.1]	-0.7227654	-0.8832410	-0.5401401
phosphate_star	SO	(28.1,28.15]	-0.4945953	-0.6878000	-0.3557093
phosphate_star	SO	(28.1,28.2]	-0.5855226	-0.8880262	-0.3900869
phosphate_star	SO	(28.15,28.2]	-0.2178833	-0.3974810	-0.0694208
phosphate_star	SO	(28.2, Inf]	-0.5491099	-0.6363296	-0.3960470
phosphate_star	SO	(28.2,28.3]	-0.3809443	-0.8857892	-0.0618058
phosphate_star	SO	(28.3, Inf]	0.3509898	-0.9174958	0.9980330
sal	Atlantic	(-Inf,26]	-0.5602771	-0.6116844	-0.5072711
sal	Atlantic	(26,26.5]	-0.5093746	-0.5965962	-0.3843975
sal	Atlantic	(26.5,26.75]	-0.4653018	-0.5300541	-0.3651123
sal	Atlantic	(26.75,27]	-0.3421954	-0.4140996	-0.2194592
sal	Atlantic	(27,27.25]	0.2551443	0.0799348	0.3869677
sal	Atlantic	(27.25,27.5]	0.8801942	0.8359540	0.9066077
sal	Atlantic	(27.5,27.75]	0.9392808	0.9340252	0.9452759
sal	Atlantic	(27.75,27.85]	0.8432079	0.8242977	0.8797243
sal	Atlantic	(27.85,27.95]	0.5687780	0.4976656	0.6402456
sal	Atlantic	(27.95,28.05]	0.8005568	0.7563763	0.8433683
sal	Atlantic	(28.05,28.1]	0.9242529	0.9124446	0.9324932
sal	Atlantic	(28.1,28.15]	0.9430810	0.9411229	0.9446992
sal	Atlantic	(28.15,28.2]	0.7396673	0.6133537	0.8696023
sal	Atlantic	(28.2, Inf]	0.9448002	0.8651755	0.9934257
sal	Indian	(-Inf,26]	0.1460320	-0.0254744	0.2419939
sal	Indian	(26,26.5]	0.1339852	-0.2035124	0.4039864
sal	Indian	(26.5,26.75]	-0.1325537	-0.3949854	0.2973686
sal	Indian	(26.75,27]	-0.4402017	-0.5580279	-0.2966228
sal	Indian	(27,27.25]	0.2831803	0.1675581	0.4504500
sal	Indian	(27.25,27.5]	0.4358776	0.1971020	0.5878568
sal	Indian	(27.5,27.75]	0.0497292	-0.1199844	0.1995092
sal	Indian	(27.75,27.85]	-0.5846479	-0.6408952	-0.5375061
sal	Indian	(27.85,27.95]	-0.4691970	-0.5583451	-0.3420104
sal	Indian	(27.95,28.05]	0.0748879	-0.4884447	0.6094414
sal	Indian	(28.05,28.1]	0.5448505	0.0219916	0.9119655
sal	Indian	(28.1,28.2]	0.9037683	0.8704391	0.9379361
sal	Indian	(28.2,28.3]	0.9190508	0.8578605	0.9802412
sal	N_Atlantic	(-Inf,26]	NA	NA	NA
sal	N_Atlantic	(26,26.5]	-0.4546188	-0.6967427	-0.1779798
sal	N_Atlantic	(26.5,26.75]	-0.6892396	-0.7417700	-0.6484038
sal	N_Atlantic	(26.75,27]	-0.2043206	-0.2863731	-0.0906655
sal	N_Atlantic	(27,27.25]	-0.0367853	-0.1597524	0.1404377
sal	N_Atlantic	(27.25,27.5]	-0.1450278	-0.3318555	0.0163673
sal	N_Atlantic	(27.5,27.75]	-0.2507043	-0.2764849	-0.2111010
sal	N_Atlantic	(27.75,27.85]	-0.4516546	-0.5957713	-0.3575469
sal	N_Atlantic	(27.85,27.95]	-0.3599502	-0.6431284	-0.1674453
sal	N_Atlantic	(27.95,28.05]	-0.2271797	-0.8368830	0.1116960
sal	N_Atlantic	(28.05,28.1]	-0.1468310	-0.3910423	0.2368936
sal	N_Atlantic	(28.1,28.15]	-0.0482445	-0.3278514	0.2686163
sal	N_Atlantic	(28.15,28.2]	-0.3176120	-0.6372243	0.1353713
sal	N_Atlantic	(28.2, Inf]	-0.7393722	-0.9312594	-0.4631377
sal	N_Pacific	(-Inf,26]	-0.9644196	-0.9712754	-0.9608727
sal	N_Pacific	(26,26.5]	-0.8817226	-0.9043300	-0.8571516
sal	N_Pacific	(26.5,26.75]	-0.7980777	-0.8397120	-0.7620968
sal	N_Pacific	(26.75,27]	-0.9325171	-0.9481486	-0.9101442
sal	N_Pacific	(27,27.25]	-0.8863057	-0.9681502	-0.7668206
sal	N_Pacific	(27.25,27.5]	-0.3434511	-0.6078927	-0.0448326
sal	N_Pacific	(27.5,27.75]	0.6208928	0.4499618	0.7069831
sal	N_Pacific	(27.75,27.85]	0.6612930	0.6334063	0.6915837
sal	N_Pacific	(27.85,27.95]	0.8085322	0.7869833	0.8404983
sal	N_Pacific	(27.95,28.05]	-0.8893125	-0.9234884	-0.8563261
sal	N_Pacific	(28.05,28.1]	-0.9942786	-0.9949898	-0.9934234
sal	N_Pacific	(28.1,28.2]	-0.9902294	-0.9942146	-0.9824208
sal	Pacific	(-Inf,26]	0.1383767	0.1187539	0.1660424
sal	Pacific	(26,26.5]	0.4795852	0.3392455	0.5532844
sal	Pacific	(26.5,26.75]	0.7018402	0.6356577	0.8127118
sal	Pacific	(26.75,27]	0.5372730	0.4169958	0.6792083
sal	Pacific	(27,27.25]	0.0716688	-0.0128176	0.2025094
sal	Pacific	(27.25,27.5]	-0.4755090	-0.5885775	-0.3763443
sal	Pacific	(27.5,27.75]	0.0193980	-0.0544222	0.0633816
sal	Pacific	(27.75,27.85]	-0.1920919	-0.2044276	-0.1753948
sal	Pacific	(27.85,27.95]	-0.2465008	-0.2988623	-0.1679479
sal	Pacific	(27.95,28.05]	-0.7047353	-0.7205775	-0.6748605
sal	Pacific	(28.05,28.1]	-0.8782181	-0.9209869	-0.8501889
sal	Pacific	(28.1,28.2]	-0.8300577	-0.8663895	-0.8039537
sal	SO	(-Inf,26]	-0.9183547	-0.9964750	-0.8501648
sal	SO	(26,26.5]	-0.7496625	-0.8004584	-0.6648132
sal	SO	(26.5,26.75]	-0.2132832	-0.2217196	-0.2084675
sal	SO	(26.75,27]	0.2307310	0.1547053	0.3101822
sal	SO	(27,27.25]	0.1763637	0.1422387	0.2096147
sal	SO	(27.25,27.5]	-0.2765800	-0.3889780	-0.1055266
sal	SO	(27.5,27.75]	-0.1754464	-0.4762466	0.2724659
sal	SO	(27.75,27.85]	0.4239748	0.2607020	0.6676656
sal	SO	(27.85,27.95]	0.7812164	0.6975053	0.8873471
sal	SO	(27.95,28.05]	0.7590573	0.6163185	0.8882720
sal	SO	(28.05,28.1]	0.6730386	0.4654365	0.8508827
sal	SO	(28.1,28.15]	0.3268115	0.1739536	0.5189970
sal	SO	(28.1,28.2]	0.3366404	0.0924710	0.6793431
sal	SO	(28.15,28.2]	0.0043097	-0.1172887	0.1663928
sal	SO	(28.2, Inf]	-0.2791506	-0.4658501	-0.0795299
sal	SO	(28.2,28.3]	0.2013434	-0.0762328	0.7222244
sal	SO	(28.3, Inf]	-0.4253270	-0.9971205	0.6909187
temp	Atlantic	(-Inf,26]	-0.5725500	-0.6417863	-0.4909272
temp	Atlantic	(26,26.5]	-0.5001664	-0.5672370	-0.4141055
temp	Atlantic	(26.5,26.75]	-0.3786225	-0.4406010	-0.3025888
temp	Atlantic	(26.75,27]	-0.1709318	-0.2477888	-0.0305893
temp	Atlantic	(27,27.25]	0.4513651	0.3021397	0.5925949
temp	Atlantic	(27.25,27.5]	0.9150893	0.9027791	0.9326527
temp	Atlantic	(27.5,27.75]	0.8344184	0.8285151	0.8389518
temp	Atlantic	(27.75,27.85]	0.7664272	0.7138029	0.8173316
temp	Atlantic	(27.85,27.95]	0.4446998	0.3963711	0.4940290
temp	Atlantic	(27.95,28.05]	0.5556633	0.4999197	0.5919298
temp	Atlantic	(28.05,28.1]	0.9009405	0.8734096	0.9168308
temp	Atlantic	(28.1,28.15]	0.9557422	0.9525702	0.9586512
temp	Atlantic	(28.15,28.2]	0.8605277	0.7983491	0.9185660
temp	Atlantic	(28.2, Inf]	0.4716387	-0.4705378	0.9730069
temp	Indian	(-Inf,26]	-0.4583596	-0.5652027	-0.3653461
temp	Indian	(26,26.5]	-0.0035985	-0.1752209	0.1127151
temp	Indian	(26.5,26.75]	-0.0662633	-0.3055312	0.2452860
temp	Indian	(26.75,27]	-0.1554274	-0.2867630	0.0649209
temp	Indian	(27,27.25]	0.5702439	0.4813004	0.7093754
temp	Indian	(27.25,27.5]	0.7234484	0.5677785	0.8197766
temp	Indian	(27.5,27.75]	-0.1839738	-0.4119433	-0.0450989
temp	Indian	(27.75,27.85]	-0.7842526	-0.8348128	-0.7496961
temp	Indian	(27.85,27.95]	-0.7447496	-0.8537820	-0.6298070
temp	Indian	(27.95,28.05]	-0.2175878	-0.6324507	0.1766361
temp	Indian	(28.05,28.1]	0.5832004	0.4823263	0.7287793
temp	Indian	(28.1,28.2]	0.8704258	0.8460042	0.9047561
temp	Indian	(28.2,28.3]	0.7960951	0.6976458	0.8945444
temp	N_Atlantic	(-Inf,26]	NA	NA	NA
temp	N_Atlantic	(26,26.5]	-0.3915453	-0.4441658	-0.3300794
temp	N_Atlantic	(26.5,26.75]	-0.6620629	-0.7152279	-0.6129998
temp	N_Atlantic	(26.75,27]	-0.1412117	-0.2792003	0.0501304
temp	N_Atlantic	(27,27.25]	0.0410519	-0.0563014	0.2226829
temp	N_Atlantic	(27.25,27.5]	-0.2022898	-0.3970092	-0.0196755
temp	N_Atlantic	(27.5,27.75]	-0.2951167	-0.3281080	-0.2728974
temp	N_Atlantic	(27.75,27.85]	-0.5050158	-0.6366636	-0.4179610
temp	N_Atlantic	(27.85,27.95]	-0.3525632	-0.5687497	-0.2274418
temp	N_Atlantic	(27.95,28.05]	0.0180470	-0.2398894	0.2053460
temp	N_Atlantic	(28.05,28.1]	-0.0166051	-0.2966029	0.3283188
temp	N_Atlantic	(28.1,28.15]	-0.4798298	-0.8195006	-0.2137699
temp	N_Atlantic	(28.15,28.2]	0.6604555	0.3835057	0.9608738
temp	N_Atlantic	(28.2, Inf]	0.8395287	0.6075395	0.9992931
temp	N_Pacific	(-Inf,26]	-0.8709675	-0.9469950	-0.8132496
temp	N_Pacific	(26,26.5]	-0.7751485	-0.8130862	-0.7147796
temp	N_Pacific	(26.5,26.75]	-0.6577784	-0.7439890	-0.5685656
temp	N_Pacific	(26.75,27]	-0.8328597	-0.8814901	-0.7591151
temp	N_Pacific	(27,27.25]	-0.7245382	-0.7897012	-0.6587093
temp	N_Pacific	(27.25,27.5]	-0.4578581	-0.5262245	-0.3889819
temp	N_Pacific	(27.5,27.75]	-0.8409601	-0.8657840	-0.8143803
temp	N_Pacific	(27.75,27.85]	-0.9509247	-0.9514165	-0.9504976
temp	N_Pacific	(27.85,27.95]	-0.8844494	-0.9345624	-0.8521907
temp	N_Pacific	(27.95,28.05]	0.8360309	0.7815033	0.9078199
temp	N_Pacific	(28.05,28.1]	0.2417658	-0.0190222	0.4702182
temp	N_Pacific	(28.1,28.2]	-0.3213010	-0.5395611	-0.1115217
temp	Pacific	(-Inf,26]	-0.2171777	-0.2860134	-0.1458790
temp	Pacific	(26,26.5]	0.4266323	0.2970318	0.4917533
temp	Pacific	(26.5,26.75]	0.6742784	0.5871527	0.7886477
temp	Pacific	(26.75,27]	0.5335626	0.4307305	0.6624773
temp	Pacific	(27,27.25]	0.3994833	0.3032329	0.4907464
temp	Pacific	(27.25,27.5]	0.1308007	0.1124044	0.1441993
temp	Pacific	(27.5,27.75]	-0.4396171	-0.4730110	-0.4008802
temp	Pacific	(27.75,27.85]	-0.5017946	-0.5659852	-0.3945241
temp	Pacific	(27.85,27.95]	-0.6973183	-0.7145333	-0.6634935
temp	Pacific	(27.95,28.05]	-0.2499277	-0.2823012	-0.2263607
temp	Pacific	(28.05,28.1]	0.0925518	0.0490396	0.1240297
temp	Pacific	(28.1,28.2]	0.6235451	0.5149182	0.7014804
temp	SO	(-Inf,26]	-0.9387586	-0.9911349	-0.9098632
temp	SO	(26,26.5]	-0.7221852	-0.7946217	-0.6503594
temp	SO	(26.5,26.75]	-0.1621058	-0.1842793	-0.1375407
temp	SO	(26.75,27]	0.3872441	0.3178424	0.4513292
temp	SO	(27,27.25]	0.5358908	0.5255682	0.5565011
temp	SO	(27.25,27.5]	0.3043239	0.1579740	0.4373733
temp	SO	(27.5,27.75]	-0.4627821	-0.6138176	-0.1884453
temp	SO	(27.75,27.85]	0.0990726	-0.0328541	0.3502522
temp	SO	(27.85,27.95]	0.5437077	0.4330213	0.6944816
temp	SO	(27.95,28.05]	0.6664891	0.5075153	0.8144356
temp	SO	(28.05,28.1]	0.6399470	0.4387938	0.8164985
temp	SO	(28.1,28.15]	0.5092772	0.3712712	0.7031970
temp	SO	(28.1,28.2]	0.4728007	0.2869604	0.7645629
temp	SO	(28.15,28.2]	0.2786003	0.1587676	0.4579714
temp	SO	(28.2, Inf]	0.5331186	0.4360004	0.5855037
temp	SO	(28.2,28.3]	0.4258247	0.1424201	0.8798982
temp	SO	(28.3, Inf]	-0.3447346	-0.9984425	0.9353681

rm(cor_target_predictor, cor_target_predictor_stats)

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] corrr_0.4.3      broom_0.7.5      kableExtra_1.3.1 knitr_1.30      
 [5] olsrr_0.5.3      GGally_2.0.0     lubridate_1.7.9  ggforce_0.3.3   
 [9] metR_0.9.0       scico_1.2.0      patchwork_1.1.1  collapse_1.5.0  
[13] forcats_0.5.0    stringr_1.4.0    dplyr_1.0.5      purrr_0.3.4     
[17] readr_1.4.0      tidyr_1.1.2      tibble_3.0.4     ggplot2_3.3.3   
[21] tidyverse_1.3.0  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               labeling_0.4.2          
[22] scales_1.1.1             checkmate_2.0.0          goftest_1.2-2           
[25] digest_0.6.27            foreign_0.8-80           rmarkdown_2.5           
[28] rio_0.5.16               pkgconfig_2.0.3          htmltools_0.5.0         
[31] highr_0.8                dbplyr_1.4.4             rlang_0.4.10            
[34] readxl_1.3.1             rstudioapi_0.13          farver_2.0.3            
[37] generics_0.1.0           jsonlite_1.7.2           zip_2.1.1               
[40] car_3.0-10               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               carData_3.0-4           
[52] MASS_7.3-53              plyr_1.8.6               grid_4.0.3              
[55] blob_1.2.1               parallel_4.0.3           promises_1.1.1          
[58] crayon_1.3.4             lattice_0.20-41          haven_2.3.1             
[61] hms_0.5.3                pillar_1.4.7             reprex_0.3.0            
[64] glue_1.4.2               evaluate_0.14            RcppArmadillo_0.10.1.2.2
[67] data.table_1.13.6        modelr_0.1.8             vctrs_0.3.6             
[70] tweenr_1.0.2             httpuv_1.5.4             cellranger_1.1.0        
[73] gtable_0.3.0             polyclip_1.10-0          reshape_0.8.8           
[76] assertthat_0.2.1         openxlsx_4.2.3           xfun_0.20               
[79] RcppEigen_0.3.3.9.1      later_1.1.0.1            viridisLite_0.3.0       
[82] ellipsis_0.3.1           here_1.0.1