eMLR - assumption testing

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Last updated: 2021-07-19

Checks: 7 0

Knit directory: emlr_mod_v_XXX/

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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
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
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
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
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
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

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
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]	0.9254032	0.8715889	0.9526831
aou + nitrate	Atlantic	(26,26.5]	0.9406050	0.9321342	0.9567446
aou + nitrate	Atlantic	(26.5,26.75]	0.9507628	0.9196463	0.9863731
aou + nitrate	Atlantic	(26.75,27]	0.9228880	0.8907270	0.9798177
aou + nitrate	Atlantic	(27,27.25]	0.7361617	0.6228795	0.9356780
aou + nitrate	Atlantic	(27.25,27.5]	0.7810756	0.6264302	0.9561806
aou + nitrate	Atlantic	(27.5,27.75]	0.5401722	0.2448819	0.9425282
aou + nitrate	Atlantic	(27.75,27.85]	0.6847950	0.5576360	0.8507757
aou + nitrate	Atlantic	(27.85,27.95]	0.9476823	0.9341593	0.9608191
aou + nitrate	Atlantic	(27.95,28.05]	0.9379568	0.9089459	0.9541243
aou + nitrate	Atlantic	(28.05,28.1]	0.9832258	0.9813148	0.9857688
aou + nitrate	Atlantic	(28.1,28.15]	0.9886722	0.9877468	0.9894999
aou + nitrate	Atlantic	(28.15,28.2]	0.9967361	0.9956686	0.9974641
aou + nitrate	Atlantic	(28.2, Inf]	0.9733403	0.9570025	0.9850591
aou + nitrate	Indian	(-Inf,26]	0.9844574	0.9827476	0.9857231
aou + nitrate	Indian	(26,26.5]	0.9720110	0.9675613	0.9750998
aou + nitrate	Indian	(26.5,26.75]	0.9481773	0.9212972	0.9728617
aou + nitrate	Indian	(26.75,27]	0.8657352	0.7961936	0.9531777
aou + nitrate	Indian	(27,27.25]	0.7655172	0.6849804	0.9208974
aou + nitrate	Indian	(27.25,27.5]	0.9183290	0.8991084	0.9502423
aou + nitrate	Indian	(27.5,27.75]	0.9738851	0.9670388	0.9857133
aou + nitrate	Indian	(27.75,27.85]	0.9959731	0.9932066	0.9981899
aou + nitrate	Indian	(27.85,27.95]	0.9913153	0.9888869	0.9955621
aou + nitrate	Indian	(27.95,28.05]	0.9792477	0.9756517	0.9854937
aou + nitrate	Indian	(28.05,28.1]	0.9931507	0.9914746	0.9947344
aou + nitrate	Indian	(28.1,28.2]	0.9865255	0.9842874	0.9898891
aou + nitrate	Indian	(28.2,28.3]	0.9723180	0.9640877	0.9766970
aou + nitrate	Indian	(28.3, Inf]	-0.1775029	-0.8072270	0.4522212
aou + nitrate	N_Atlantic	(-Inf,26]	0.9775400	0.9523048	0.9930245
aou + nitrate	N_Atlantic	(26,26.5]	0.9737454	0.9620544	0.9942708
aou + nitrate	N_Atlantic	(26.5,26.75]	0.9788887	0.9712458	0.9876202
aou + nitrate	N_Atlantic	(26.75,27]	0.9700225	0.9532705	0.9826801
aou + nitrate	N_Atlantic	(27,27.25]	0.9574994	0.9454365	0.9667083
aou + nitrate	N_Atlantic	(27.25,27.5]	0.9102360	0.9014844	0.9262051
aou + nitrate	N_Atlantic	(27.5,27.75]	0.7952582	0.7114755	0.8627759
aou + nitrate	N_Atlantic	(27.75,27.85]	0.6731705	0.5547420	0.8171864
aou + nitrate	N_Atlantic	(27.85,27.95]	0.6321472	0.5878643	0.7048926
aou + nitrate	N_Atlantic	(27.95,28.05]	0.1695645	0.0686080	0.2842674
aou + nitrate	N_Atlantic	(28.05,28.1]	0.6925597	0.5967525	0.8068984
aou + nitrate	N_Atlantic	(28.1,28.15]	0.8083751	0.7616411	0.8538066
aou + nitrate	N_Atlantic	(28.15,28.2]	-0.6495907	-0.7016741	-0.6143210
aou + nitrate	N_Atlantic	(28.2, Inf]	0.1295409	-0.5380902	0.5328802
aou + nitrate	N_Pacific	(-Inf,26]	0.4917535	0.3995177	0.5515256
aou + nitrate	N_Pacific	(26,26.5]	0.5797895	0.5154437	0.7048987
aou + nitrate	N_Pacific	(26.5,26.75]	0.4144131	0.2838126	0.5187661
aou + nitrate	N_Pacific	(26.75,27]	0.0321152	-0.0662113	0.1787702
aou + nitrate	N_Pacific	(27,27.25]	-0.0894532	-0.4331796	0.3152001
aou + nitrate	N_Pacific	(27.25,27.5]	-0.3978071	-0.6549489	-0.1685049
aou + nitrate	N_Pacific	(27.5,27.75]	-0.5850439	-0.6448061	-0.5533976
aou + nitrate	N_Pacific	(27.75,27.85]	-0.3746905	-0.5229597	-0.2114808
aou + nitrate	N_Pacific	(27.85,27.95]	0.7094334	0.6508037	0.7593417
aou + nitrate	N_Pacific	(27.95,28.05]	0.9167301	0.9074654	0.9247053
aou + nitrate	N_Pacific	(28.05,28.1]	0.9653994	0.9616416	0.9699630
aou + nitrate	N_Pacific	(28.1,28.2]	0.9676364	0.9620269	0.9719840
aou + nitrate	N_Pacific	(28.2,28.3]	0.9769441	0.9676402	0.9849737
aou + nitrate	Pacific	(-Inf,26]	0.9649023	0.9584732	0.9748740
aou + nitrate	Pacific	(26,26.5]	0.8068442	0.7656895	0.8512145
aou + nitrate	Pacific	(26.5,26.75]	0.2345524	-0.0388380	0.4425733
aou + nitrate	Pacific	(26.75,27]	-0.1811860	-0.4291883	0.0073086
aou + nitrate	Pacific	(27,27.25]	-0.4100297	-0.6320229	-0.2821648
aou + nitrate	Pacific	(27.25,27.5]	-0.5984432	-0.7703427	-0.4908317
aou + nitrate	Pacific	(27.5,27.75]	-0.7106637	-0.8426946	-0.6275267
aou + nitrate	Pacific	(27.75,27.85]	-0.7128834	-0.8275872	-0.6006475
aou + nitrate	Pacific	(27.85,27.95]	-0.5493249	-0.6649797	-0.4309521
aou + nitrate	Pacific	(27.95,28.05]	0.3967243	0.2643917	0.4991002
aou + nitrate	Pacific	(28.05,28.1]	0.9428167	0.9267103	0.9578722
aou + nitrate	Pacific	(28.1,28.2]	0.9842112	0.9832620	0.9850985
aou + nitrate	Pacific	(28.2,28.3]	0.9409087	0.9339534	0.9524016
aou + nitrate	SO	(-Inf,26]	0.9310283	0.8642803	0.9907790
aou + nitrate	SO	(26,26.5]	0.6439520	0.4379170	0.7843233
aou + nitrate	SO	(26.5,26.75]	0.7457026	0.7128085	0.7720966
aou + nitrate	SO	(26.75,27]	0.7398378	0.7173818	0.7729013
aou + nitrate	SO	(27,27.25]	0.7983313	0.7910391	0.8058598
aou + nitrate	SO	(27.25,27.5]	0.7100102	0.6940652	0.7282255
aou + nitrate	SO	(27.5,27.75]	0.1847425	0.1268488	0.2845097
aou + nitrate	SO	(27.75,27.85]	0.0009572	-0.0480723	0.0785721
aou + nitrate	SO	(27.85,27.95]	0.2191737	0.1651553	0.3249125
aou + nitrate	SO	(27.95,28.05]	0.6836033	0.6555888	0.7377519
aou + nitrate	SO	(28.05,28.1]	0.8826668	0.8487851	0.9007197
aou + nitrate	SO	(28.1,28.15]	0.4772125	0.2793869	0.7942941
aou + nitrate	SO	(28.1,28.2]	0.7794433	0.7699294	0.7895440
aou + nitrate	SO	(28.15,28.2]	0.0883685	-0.2543000	0.5832216
aou + nitrate	SO	(28.2, Inf]	-0.1280399	-0.2290438	0.0271643
aou + nitrate	SO	(28.2,28.3]	0.2058880	0.0426160	0.2995496
aou + nitrate	SO	(28.3, Inf]	0.6327452	0.5154453	0.8504283
aou + phosphate	Atlantic	(-Inf,26]	0.8968299	0.8150266	0.9395946
aou + phosphate	Atlantic	(26,26.5]	0.9471223	0.9262725	0.9672338
aou + phosphate	Atlantic	(26.5,26.75]	0.9741787	0.9561602	0.9836276
aou + phosphate	Atlantic	(26.75,27]	0.9740091	0.9710865	0.9777765
aou + phosphate	Atlantic	(27,27.25]	0.9598463	0.9564183	0.9618379
aou + phosphate	Atlantic	(27.25,27.5]	0.9636049	0.9602409	0.9661699
aou + phosphate	Atlantic	(27.5,27.75]	0.9716556	0.9616415	0.9809714
aou + phosphate	Atlantic	(27.75,27.85]	0.9559197	0.8960061	0.9863399
aou + phosphate	Atlantic	(27.85,27.95]	0.9875452	0.9806842	0.9916016
aou + phosphate	Atlantic	(27.95,28.05]	0.9573206	0.9369212	0.9694986
aou + phosphate	Atlantic	(28.05,28.1]	0.9806002	0.9789839	0.9825454
aou + phosphate	Atlantic	(28.1,28.15]	0.9870529	0.9861757	0.9882787
aou + phosphate	Atlantic	(28.15,28.2]	0.9965722	0.9953401	0.9972702
aou + phosphate	Atlantic	(28.2, Inf]	0.9789781	0.9674234	0.9866916
aou + phosphate	Indian	(-Inf,26]	0.9885133	0.9866274	0.9907894
aou + phosphate	Indian	(26,26.5]	0.9894254	0.9887694	0.9899725
aou + phosphate	Indian	(26.5,26.75]	0.9931776	0.9925254	0.9941223
aou + phosphate	Indian	(26.75,27]	0.9902185	0.9854502	0.9959687
aou + phosphate	Indian	(27,27.25]	0.9763300	0.9666976	0.9861140
aou + phosphate	Indian	(27.25,27.5]	0.9734244	0.9648450	0.9806522
aou + phosphate	Indian	(27.5,27.75]	0.9938803	0.9907241	0.9954956
aou + phosphate	Indian	(27.75,27.85]	0.9981534	0.9974236	0.9986917
aou + phosphate	Indian	(27.85,27.95]	0.9976635	0.9966253	0.9991661
aou + phosphate	Indian	(27.95,28.05]	0.9923577	0.9909563	0.9945996
aou + phosphate	Indian	(28.05,28.1]	0.9963579	0.9953355	0.9970996
aou + phosphate	Indian	(28.1,28.2]	0.9912520	0.9894303	0.9938886
aou + phosphate	Indian	(28.2,28.3]	0.9781396	0.9694771	0.9835744
aou + phosphate	Indian	(28.3, Inf]	-0.1812652	-0.8136116	0.4510813
aou + phosphate	N_Atlantic	(-Inf,26]	0.9785743	0.9524055	0.9971788
aou + phosphate	N_Atlantic	(26,26.5]	0.9716917	0.9596797	0.9938268
aou + phosphate	N_Atlantic	(26.5,26.75]	0.9779883	0.9697943	0.9864347
aou + phosphate	N_Atlantic	(26.75,27]	0.9633022	0.9402836	0.9793093
aou + phosphate	N_Atlantic	(27,27.25]	0.9411192	0.9285900	0.9548466
aou + phosphate	N_Atlantic	(27.25,27.5]	0.8817549	0.8656720	0.9028136
aou + phosphate	N_Atlantic	(27.5,27.75]	0.7643034	0.6672790	0.8377772
aou + phosphate	N_Atlantic	(27.75,27.85]	0.6305050	0.4849099	0.7887379
aou + phosphate	N_Atlantic	(27.85,27.95]	0.5999223	0.5498436	0.6772340
aou + phosphate	N_Atlantic	(27.95,28.05]	0.1782752	0.0862655	0.2848264
aou + phosphate	N_Atlantic	(28.05,28.1]	0.6409261	0.5385035	0.7627042
aou + phosphate	N_Atlantic	(28.1,28.15]	0.8037792	0.7513576	0.8530104
aou + phosphate	N_Atlantic	(28.15,28.2]	-0.6628063	-0.7172998	-0.6167918
aou + phosphate	N_Atlantic	(28.2, Inf]	0.0664782	-0.5889154	0.4605512
aou + phosphate	N_Pacific	(-Inf,26]	0.6297554	0.5715641	0.6856952
aou + phosphate	N_Pacific	(26,26.5]	0.8728467	0.7758095	0.9380334
aou + phosphate	N_Pacific	(26.5,26.75]	0.8261252	0.7136348	0.9022618
aou + phosphate	N_Pacific	(26.75,27]	0.8972990	0.8541605	0.9407876
aou + phosphate	N_Pacific	(27,27.25]	0.9553583	0.9501020	0.9580321
aou + phosphate	N_Pacific	(27.25,27.5]	0.9860538	0.9799762	0.9912572
aou + phosphate	N_Pacific	(27.5,27.75]	0.9967003	0.9950339	0.9979983
aou + phosphate	N_Pacific	(27.75,27.85]	0.9985182	0.9977826	0.9989954
aou + phosphate	N_Pacific	(27.85,27.95]	0.9979674	0.9974212	0.9983821
aou + phosphate	N_Pacific	(27.95,28.05]	0.9993555	0.9992665	0.9994326
aou + phosphate	N_Pacific	(28.05,28.1]	0.9992171	0.9990554	0.9994606
aou + phosphate	N_Pacific	(28.1,28.2]	0.9949011	0.9938430	0.9957391
aou + phosphate	N_Pacific	(28.2,28.3]	0.9798125	0.9725497	0.9862756
aou + phosphate	Pacific	(-Inf,26]	0.9814977	0.9747770	0.9907727
aou + phosphate	Pacific	(26,26.5]	0.9866901	0.9805790	0.9907984
aou + phosphate	Pacific	(26.5,26.75]	0.9771916	0.9613122	0.9859959
aou + phosphate	Pacific	(26.75,27]	0.9615853	0.9453530	0.9716543
aou + phosphate	Pacific	(27,27.25]	0.9204897	0.9095809	0.9355961
aou + phosphate	Pacific	(27.25,27.5]	0.8929581	0.8797213	0.9023818
aou + phosphate	Pacific	(27.5,27.75]	0.9471538	0.9421088	0.9516340
aou + phosphate	Pacific	(27.75,27.85]	0.9809052	0.9782476	0.9833802
aou + phosphate	Pacific	(27.85,27.95]	0.9871131	0.9846941	0.9883823
aou + phosphate	Pacific	(27.95,28.05]	0.9960687	0.9957571	0.9965013
aou + phosphate	Pacific	(28.05,28.1]	0.9964774	0.9950654	0.9979828
aou + phosphate	Pacific	(28.1,28.2]	0.9947594	0.9941049	0.9955224
aou + phosphate	Pacific	(28.2,28.3]	0.9486969	0.9415993	0.9605352
aou + phosphate	SO	(-Inf,26]	0.9530409	0.9352977	0.9868096
aou + phosphate	SO	(26,26.5]	0.6694501	0.4906716	0.8225780
aou + phosphate	SO	(26.5,26.75]	0.8087192	0.7985413	0.8209425
aou + phosphate	SO	(26.75,27]	0.8115977	0.7749540	0.8346954
aou + phosphate	SO	(27,27.25]	0.8893899	0.8801229	0.9028498
aou + phosphate	SO	(27.25,27.5]	0.9062914	0.8889231	0.9169348
aou + phosphate	SO	(27.5,27.75]	0.9382147	0.9257838	0.9495883
aou + phosphate	SO	(27.75,27.85]	0.9593449	0.9560949	0.9614724
aou + phosphate	SO	(27.85,27.95]	0.9270564	0.9221768	0.9304550
aou + phosphate	SO	(27.95,28.05]	0.9226975	0.9148447	0.9332829
aou + phosphate	SO	(28.05,28.1]	0.9551469	0.9357099	0.9657779
aou + phosphate	SO	(28.1,28.15]	0.5777067	0.4118471	0.8482706
aou + phosphate	SO	(28.1,28.2]	0.8527287	0.8317605	0.8633004
aou + phosphate	SO	(28.15,28.2]	0.2825886	0.0552107	0.5803427
aou + phosphate	SO	(28.2, Inf]	-0.1207918	-0.2257624	0.0416816
aou + phosphate	SO	(28.2,28.3]	0.2332712	0.0777842	0.3157805
aou + phosphate	SO	(28.3, Inf]	0.6508564	0.5302620	0.8726008
aou + phosphate_star	Atlantic	(-Inf,26]	0.5845500	0.4072797	0.7008293
aou + phosphate_star	Atlantic	(26,26.5]	0.5402640	0.4189266	0.6626296
aou + phosphate_star	Atlantic	(26.5,26.75]	0.5744803	0.4637209	0.7268623
aou + phosphate_star	Atlantic	(26.75,27]	0.5145848	0.3841662	0.6009418
aou + phosphate_star	Atlantic	(27,27.25]	0.2216974	0.0508566	0.3636499
aou + phosphate_star	Atlantic	(27.25,27.5]	-0.1133297	-0.3354602	0.0059238
aou + phosphate_star	Atlantic	(27.5,27.75]	0.3076004	0.1119042	0.4174357
aou + phosphate_star	Atlantic	(27.75,27.85]	0.4629336	0.3158137	0.5446030
aou + phosphate_star	Atlantic	(27.85,27.95]	0.5397033	0.4889060	0.5685733
aou + phosphate_star	Atlantic	(27.95,28.05]	0.4618656	0.3744842	0.6256807
aou + phosphate_star	Atlantic	(28.05,28.1]	0.9223227	0.9162000	0.9295519
aou + phosphate_star	Atlantic	(28.1,28.15]	0.9419732	0.9385635	0.9458159
aou + phosphate_star	Atlantic	(28.15,28.2]	0.9870933	0.9832523	0.9905431
aou + phosphate_star	Atlantic	(28.2, Inf]	0.9248109	0.8712874	0.9612354
aou + phosphate_star	Indian	(-Inf,26]	0.8911383	0.8859933	0.8952944
aou + phosphate_star	Indian	(26,26.5]	0.8281936	0.8157893	0.8372111
aou + phosphate_star	Indian	(26.5,26.75]	0.8298947	0.8131974	0.8615090
aou + phosphate_star	Indian	(26.75,27]	0.7748133	0.6927593	0.9083145
aou + phosphate_star	Indian	(27,27.25]	0.4723824	0.3119142	0.7349565
aou + phosphate_star	Indian	(27.25,27.5]	0.0770024	-0.1513908	0.4163714
aou + phosphate_star	Indian	(27.5,27.75]	-0.0354120	-0.1605822	0.1316916
aou + phosphate_star	Indian	(27.75,27.85]	0.1845850	0.0247067	0.4583222
aou + phosphate_star	Indian	(27.85,27.95]	0.5150283	0.3132708	0.7729364
aou + phosphate_star	Indian	(27.95,28.05]	0.6931064	0.6051927	0.7898281
aou + phosphate_star	Indian	(28.05,28.1]	0.8585876	0.8365852	0.8888060
aou + phosphate_star	Indian	(28.1,28.2]	0.6667419	0.6246667	0.7046569
aou + phosphate_star	Indian	(28.2,28.3]	0.4734650	0.4408527	0.5373762
aou + phosphate_star	Indian	(28.3, Inf]	-0.1965087	-0.8260998	0.4330823
aou + phosphate_star	N_Atlantic	(-Inf,26]	0.8171705	0.5775431	0.9972300
aou + phosphate_star	N_Atlantic	(26,26.5]	0.5674250	0.1767011	0.9153839
aou + phosphate_star	N_Atlantic	(26.5,26.75]	0.7976440	0.7606196	0.8661719
aou + phosphate_star	N_Atlantic	(26.75,27]	0.6636722	0.4450438	0.7943560
aou + phosphate_star	N_Atlantic	(27,27.25]	0.3780911	0.2445617	0.5082522
aou + phosphate_star	N_Atlantic	(27.25,27.5]	-0.0674718	-0.1279724	0.0417900
aou + phosphate_star	N_Atlantic	(27.5,27.75]	-0.2929394	-0.4113429	-0.1958916
aou + phosphate_star	N_Atlantic	(27.75,27.85]	-0.3695334	-0.4875532	-0.2088519
aou + phosphate_star	N_Atlantic	(27.85,27.95]	-0.3929119	-0.4211456	-0.3470257
aou + phosphate_star	N_Atlantic	(27.95,28.05]	-0.1232317	-0.2139458	-0.0323858
aou + phosphate_star	N_Atlantic	(28.05,28.1]	0.4105273	0.3081007	0.5601075
aou + phosphate_star	N_Atlantic	(28.1,28.15]	0.5994403	0.5361133	0.6456991
aou + phosphate_star	N_Atlantic	(28.15,28.2]	-0.8414713	-0.8713227	-0.8063881
aou + phosphate_star	N_Atlantic	(28.2, Inf]	-0.4389395	-0.7165700	-0.0048215
aou + phosphate_star	N_Pacific	(-Inf,26]	0.2341334	0.1432703	0.2919341
aou + phosphate_star	N_Pacific	(26,26.5]	0.3542845	0.0960746	0.6206349
aou + phosphate_star	N_Pacific	(26.5,26.75]	0.0656478	-0.1557891	0.3793940
aou + phosphate_star	N_Pacific	(26.75,27]	-0.0274936	-0.3187710	0.3872960
aou + phosphate_star	N_Pacific	(27,27.25]	0.1051343	-0.2053226	0.4170566
aou + phosphate_star	N_Pacific	(27.25,27.5]	0.6953780	0.5143847	0.8449991
aou + phosphate_star	N_Pacific	(27.5,27.75]	0.9499256	0.9299098	0.9663867
aou + phosphate_star	N_Pacific	(27.75,27.85]	0.9643654	0.9485505	0.9734575
aou + phosphate_star	N_Pacific	(27.85,27.95]	0.9289920	0.8992593	0.9546183
aou + phosphate_star	N_Pacific	(27.95,28.05]	0.8886912	0.8753533	0.9045095
aou + phosphate_star	N_Pacific	(28.05,28.1]	0.6887818	0.6521242	0.7205610
aou + phosphate_star	N_Pacific	(28.1,28.2]	-0.4474686	-0.6377621	-0.2703328
aou + phosphate_star	N_Pacific	(28.2,28.3]	0.5202017	0.4156708	0.5801429
aou + phosphate_star	Pacific	(-Inf,26]	0.8796338	0.8578105	0.9217359
aou + phosphate_star	Pacific	(26,26.5]	0.9114532	0.8777310	0.9331015
aou + phosphate_star	Pacific	(26.5,26.75]	0.8844454	0.8323401	0.9136036
aou + phosphate_star	Pacific	(26.75,27]	0.8580321	0.8299534	0.8849408
aou + phosphate_star	Pacific	(27,27.25]	0.8238836	0.8077737	0.8469521
aou + phosphate_star	Pacific	(27.25,27.5]	0.8064891	0.7830028	0.8260924
aou + phosphate_star	Pacific	(27.5,27.75]	0.8696596	0.8565108	0.8828331
aou + phosphate_star	Pacific	(27.75,27.85]	0.9145870	0.9036455	0.9230534
aou + phosphate_star	Pacific	(27.85,27.95]	0.8972932	0.8819177	0.9055451
aou + phosphate_star	Pacific	(27.95,28.05]	0.8219474	0.7989707	0.8480222
aou + phosphate_star	Pacific	(28.05,28.1]	0.5309727	0.4298811	0.6003834
aou + phosphate_star	Pacific	(28.1,28.2]	0.4986550	0.4730616	0.5122934
aou + phosphate_star	Pacific	(28.2,28.3]	0.3694559	0.2303451	0.5915024
aou + phosphate_star	SO	(-Inf,26]	0.6495123	0.1899532	0.9247917
aou + phosphate_star	SO	(26,26.5]	0.2390198	0.2257110	0.2516927
aou + phosphate_star	SO	(26.5,26.75]	0.0821989	0.0301389	0.1169691
aou + phosphate_star	SO	(26.75,27]	-0.0806714	-0.1675518	0.0399134
aou + phosphate_star	SO	(27,27.25]	-0.4639319	-0.5310768	-0.3678412
aou + phosphate_star	SO	(27.25,27.5]	-0.5939971	-0.6932960	-0.5244062
aou + phosphate_star	SO	(27.5,27.75]	-0.5147765	-0.6573437	-0.3663249
aou + phosphate_star	SO	(27.75,27.85]	-0.2300295	-0.2990993	-0.1568597
aou + phosphate_star	SO	(27.85,27.95]	-0.1629468	-0.2305379	-0.0398051
aou + phosphate_star	SO	(27.95,28.05]	0.2623578	0.1878171	0.3920756
aou + phosphate_star	SO	(28.05,28.1]	0.1522579	0.0908549	0.2245023
aou + phosphate_star	SO	(28.1,28.15]	0.2657475	0.0141059	0.7090651
aou + phosphate_star	SO	(28.1,28.2]	0.0675490	-0.0655012	0.2419047
aou + phosphate_star	SO	(28.15,28.2]	-0.1553049	-0.6684644	0.6485259
aou + phosphate_star	SO	(28.2, Inf]	-0.2132362	-0.2869405	-0.0898290
aou + phosphate_star	SO	(28.2,28.3]	-0.3596183	-0.4079785	-0.2836883
aou + phosphate_star	SO	(28.3, Inf]	0.0394216	0.0256974	0.0621929
aou + silicate	Atlantic	(-Inf,26]	0.8531020	0.8168888	0.8793992
aou + silicate	Atlantic	(26,26.5]	0.8625487	0.8082324	0.8962652
aou + silicate	Atlantic	(26.5,26.75]	0.8055709	0.7134679	0.8624728
aou + silicate	Atlantic	(26.75,27]	0.7059615	0.6929367	0.7289684
aou + silicate	Atlantic	(27,27.25]	0.5823730	0.5004551	0.6601063
aou + silicate	Atlantic	(27.25,27.5]	0.3996356	0.3411013	0.4639409
aou + silicate	Atlantic	(27.5,27.75]	0.5594296	0.5040973	0.5886974
aou + silicate	Atlantic	(27.75,27.85]	0.6992418	0.6561238	0.7452660
aou + silicate	Atlantic	(27.85,27.95]	0.8213593	0.7802332	0.8449790
aou + silicate	Atlantic	(27.95,28.05]	0.5543405	0.4992973	0.6394898
aou + silicate	Atlantic	(28.05,28.1]	0.9193725	0.9076078	0.9289410
aou + silicate	Atlantic	(28.1,28.15]	0.8534875	0.8284923	0.8950351
aou + silicate	Atlantic	(28.15,28.2]	0.9134099	0.8924278	0.9419981
aou + silicate	Atlantic	(28.2, Inf]	0.7815746	0.6638264	0.8623078
aou + silicate	Indian	(-Inf,26]	0.9429782	0.9371873	0.9474141
aou + silicate	Indian	(26,26.5]	0.9137911	0.8952578	0.9281173
aou + silicate	Indian	(26.5,26.75]	0.9213608	0.9000212	0.9404866
aou + silicate	Indian	(26.75,27]	0.9371177	0.9267655	0.9567151
aou + silicate	Indian	(27,27.25]	0.9471460	0.9329770	0.9694391
aou + silicate	Indian	(27.25,27.5]	0.9517506	0.9425787	0.9678092
aou + silicate	Indian	(27.5,27.75]	0.9407927	0.9282564	0.9640025
aou + silicate	Indian	(27.75,27.85]	0.9543195	0.9330004	0.9825841
aou + silicate	Indian	(27.85,27.95]	0.9363354	0.9145995	0.9681990
aou + silicate	Indian	(27.95,28.05]	0.8774854	0.8334597	0.9537078
aou + silicate	Indian	(28.05,28.1]	0.8923374	0.8519072	0.9651542
aou + silicate	Indian	(28.1,28.2]	0.9072333	0.8479285	0.9630127
aou + silicate	Indian	(28.2,28.3]	0.9023175	0.8356757	0.9551392
aou + silicate	Indian	(28.3, Inf]	-0.5837219	-0.7633119	-0.4041318
aou + silicate	N_Atlantic	(-Inf,26]	0.9707610	0.9415174	0.9999761
aou + silicate	N_Atlantic	(26,26.5]	0.9467294	0.9221236	0.9884700
aou + silicate	N_Atlantic	(26.5,26.75]	0.9506418	0.9289382	0.9626838
aou + silicate	N_Atlantic	(26.75,27]	0.8247235	0.7099397	0.8943281
aou + silicate	N_Atlantic	(27,27.25]	0.6936986	0.6515282	0.7430465
aou + silicate	N_Atlantic	(27.25,27.5]	0.6064817	0.5233756	0.6749164
aou + silicate	N_Atlantic	(27.5,27.75]	0.6637489	0.6423006	0.7062556
aou + silicate	N_Atlantic	(27.75,27.85]	0.8714254	0.8472112	0.9114360
aou + silicate	N_Atlantic	(27.85,27.95]	0.6653191	0.6135523	0.6983479
aou + silicate	N_Atlantic	(27.95,28.05]	-0.1902267	-0.2314463	-0.1539491
aou + silicate	N_Atlantic	(28.05,28.1]	0.8229818	0.7568018	0.8927043
aou + silicate	N_Atlantic	(28.1,28.15]	0.7869182	0.7461673	0.8441101
aou + silicate	N_Atlantic	(28.15,28.2]	-0.7818893	-0.8290512	-0.7348231
aou + silicate	N_Atlantic	(28.2, Inf]	-0.4120776	-0.7557542	0.1876818
aou + silicate	N_Pacific	(-Inf,26]	0.4633546	0.4257670	0.5080490
aou + silicate	N_Pacific	(26,26.5]	0.7183781	0.5216124	0.8662410
aou + silicate	N_Pacific	(26.5,26.75]	0.6035512	0.3654406	0.7981041
aou + silicate	N_Pacific	(26.75,27]	0.6567640	0.4515099	0.8285928
aou + silicate	N_Pacific	(27,27.25]	0.7251900	0.5979765	0.8347125
aou + silicate	N_Pacific	(27.25,27.5]	0.6985162	0.5629938	0.8349445
aou + silicate	N_Pacific	(27.5,27.75]	0.7204429	0.6090225	0.8092035
aou + silicate	N_Pacific	(27.75,27.85]	0.7825105	0.7713666	0.7881852
aou + silicate	N_Pacific	(27.85,27.95]	0.8476429	0.8235084	0.8641864
aou + silicate	N_Pacific	(27.95,28.05]	0.8219183	0.8161223	0.8253168
aou + silicate	N_Pacific	(28.05,28.1]	0.7977695	0.7600587	0.8389467
aou + silicate	N_Pacific	(28.1,28.2]	0.1138880	-0.0912104	0.2409934
aou + silicate	N_Pacific	(28.2,28.3]	0.9784676	0.9751592	0.9814921
aou + silicate	Pacific	(-Inf,26]	0.9091535	0.8863593	0.9433117
aou + silicate	Pacific	(26,26.5]	0.8914219	0.8602002	0.9137028
aou + silicate	Pacific	(26.5,26.75]	0.8477802	0.8051233	0.8754458
aou + silicate	Pacific	(26.75,27]	0.8250176	0.8094627	0.8364746
aou + silicate	Pacific	(27,27.25]	0.8017266	0.7752182	0.8227571
aou + silicate	Pacific	(27.25,27.5]	0.8442946	0.8291127	0.8576992
aou + silicate	Pacific	(27.5,27.75]	0.8779518	0.8437695	0.9009434
aou + silicate	Pacific	(27.75,27.85]	0.9104300	0.8886032	0.9289781
aou + silicate	Pacific	(27.85,27.95]	0.9198849	0.9020113	0.9358781
aou + silicate	Pacific	(27.95,28.05]	0.9227248	0.9186178	0.9259989
aou + silicate	Pacific	(28.05,28.1]	0.9694869	0.9644915	0.9727269
aou + silicate	Pacific	(28.1,28.2]	0.9234530	0.9194897	0.9301118
aou + silicate	Pacific	(28.2,28.3]	0.8826271	0.8441978	0.9358189
aou + silicate	SO	(-Inf,26]	0.9419071	0.9353763	0.9472489
aou + silicate	SO	(26,26.5]	0.5314940	0.1451584	0.7268535
aou + silicate	SO	(26.5,26.75]	0.5831906	0.4200767	0.6811292
aou + silicate	SO	(26.75,27]	0.5219571	0.4015864	0.6228664
aou + silicate	SO	(27,27.25]	0.6484962	0.5576402	0.7190446
aou + silicate	SO	(27.25,27.5]	0.7639054	0.7345132	0.8103126
aou + silicate	SO	(27.5,27.75]	0.8904128	0.8755671	0.9026602
aou + silicate	SO	(27.75,27.85]	0.9248221	0.9139876	0.9316521
aou + silicate	SO	(27.85,27.95]	0.8833210	0.8564826	0.8968353
aou + silicate	SO	(27.95,28.05]	0.8293280	0.8006857	0.8459967
aou + silicate	SO	(28.05,28.1]	0.8176155	0.7514533	0.8531843
aou + silicate	SO	(28.1,28.15]	-0.4026218	-0.6947645	-0.2501464
aou + silicate	SO	(28.1,28.2]	0.4696215	0.3813177	0.5312745
aou + silicate	SO	(28.15,28.2]	-0.2706981	-0.7848452	0.0565225
aou + silicate	SO	(28.2, Inf]	-0.0561971	-0.2429972	0.2653250
aou + silicate	SO	(28.2,28.3]	0.1059421	-0.0181332	0.1777612
aou + silicate	SO	(28.3, Inf]	0.4288267	0.3842649	0.4869183
nitrate + phosphate	Atlantic	(-Inf,26]	0.9930005	0.9893617	0.9977705
nitrate + phosphate	Atlantic	(26,26.5]	0.9880921	0.9784093	0.9974002
nitrate + phosphate	Atlantic	(26.5,26.75]	0.9673598	0.9478063	0.9962879
nitrate + phosphate	Atlantic	(26.75,27]	0.9224468	0.8882441	0.9807344
nitrate + phosphate	Atlantic	(27,27.25]	0.7234903	0.5946680	0.9639515
nitrate + phosphate	Atlantic	(27.25,27.5]	0.7624368	0.5870420	0.9890722
nitrate + phosphate	Atlantic	(27.5,27.75]	0.5252796	0.2354797	0.9621098
nitrate + phosphate	Atlantic	(27.75,27.85]	0.7598484	0.5994569	0.9813019
nitrate + phosphate	Atlantic	(27.85,27.95]	0.9696789	0.9535458	0.9833765
nitrate + phosphate	Atlantic	(27.95,28.05]	0.9948440	0.9930867	0.9960395
nitrate + phosphate	Atlantic	(28.05,28.1]	0.9992498	0.9992101	0.9992781
nitrate + phosphate	Atlantic	(28.1,28.15]	0.9997023	0.9996476	0.9997643
nitrate + phosphate	Atlantic	(28.15,28.2]	0.9999505	0.9999473	0.9999529
nitrate + phosphate	Atlantic	(28.2, Inf]	0.9995999	0.9991831	0.9999467
nitrate + phosphate	Indian	(-Inf,26]	0.9904479	0.9891533	0.9918048
nitrate + phosphate	Indian	(26,26.5]	0.9700252	0.9583287	0.9801366
nitrate + phosphate	Indian	(26.5,26.75]	0.9357548	0.8964106	0.9713212
nitrate + phosphate	Indian	(26.75,27]	0.8636117	0.7904960	0.9584246
nitrate + phosphate	Indian	(27,27.25]	0.7710095	0.6831569	0.9436621
nitrate + phosphate	Indian	(27.25,27.5]	0.8999731	0.8766667	0.9396117
nitrate + phosphate	Indian	(27.5,27.75]	0.9657750	0.9532852	0.9843458
nitrate + phosphate	Indian	(27.75,27.85]	0.9963259	0.9938524	0.9988448
nitrate + phosphate	Indian	(27.85,27.95]	0.9959134	0.9946917	0.9979939
nitrate + phosphate	Indian	(27.95,28.05]	0.9961304	0.9953130	0.9975947
nitrate + phosphate	Indian	(28.05,28.1]	0.9992795	0.9990815	0.9995737
nitrate + phosphate	Indian	(28.1,28.2]	0.9992833	0.9992501	0.9993387
nitrate + phosphate	Indian	(28.2,28.3]	0.9988808	0.9985346	0.9993634
nitrate + phosphate	Indian	(28.3, Inf]	0.9983169	0.9966446	0.9999891
nitrate + phosphate	N_Atlantic	(-Inf,26]	0.9996386	0.9990736	0.9999377
nitrate + phosphate	N_Atlantic	(26,26.5]	0.9999299	0.9998809	0.9999561
nitrate + phosphate	N_Atlantic	(26.5,26.75]	0.9998972	0.9998579	0.9999281
nitrate + phosphate	N_Atlantic	(26.75,27]	0.9990749	0.9983898	0.9994749
nitrate + phosphate	N_Atlantic	(27,27.25]	0.9979176	0.9971281	0.9984962
nitrate + phosphate	N_Atlantic	(27.25,27.5]	0.9972894	0.9962211	0.9978516
nitrate + phosphate	N_Atlantic	(27.5,27.75]	0.9979066	0.9974873	0.9981847
nitrate + phosphate	N_Atlantic	(27.75,27.85]	0.9967067	0.9949252	0.9981827
nitrate + phosphate	N_Atlantic	(27.85,27.95]	0.9958386	0.9938947	0.9972982
nitrate + phosphate	N_Atlantic	(27.95,28.05]	0.9971630	0.9963055	0.9980203
nitrate + phosphate	N_Atlantic	(28.05,28.1]	0.9950114	0.9948674	0.9952125
nitrate + phosphate	N_Atlantic	(28.1,28.15]	0.9992905	0.9990817	0.9994118
nitrate + phosphate	N_Atlantic	(28.15,28.2]	0.9989526	0.9984545	0.9992202
nitrate + phosphate	N_Atlantic	(28.2, Inf]	0.9941202	0.9933373	0.9952553
nitrate + phosphate	N_Pacific	(-Inf,26]	0.9741356	0.9686136	0.9839903
nitrate + phosphate	N_Pacific	(26,26.5]	0.8328981	0.7575551	0.8883256
nitrate + phosphate	N_Pacific	(26.5,26.75]	0.7211303	0.5791095	0.8594273
nitrate + phosphate	N_Pacific	(26.75,27]	0.1301063	-0.0066050	0.3300995
nitrate + phosphate	N_Pacific	(27,27.25]	-0.1453673	-0.4754263	0.2814717
nitrate + phosphate	N_Pacific	(27.25,27.5]	-0.4760500	-0.6918483	-0.2736592
nitrate + phosphate	N_Pacific	(27.5,27.75]	-0.6096460	-0.6697737	-0.5727130
nitrate + phosphate	N_Pacific	(27.75,27.85]	-0.4047935	-0.5476925	-0.2368648
nitrate + phosphate	N_Pacific	(27.85,27.95]	0.6847872	0.6218399	0.7391142
nitrate + phosphate	N_Pacific	(27.95,28.05]	0.9090893	0.8991163	0.9180023
nitrate + phosphate	N_Pacific	(28.05,28.1]	0.9726827	0.9694414	0.9755020
nitrate + phosphate	N_Pacific	(28.1,28.2]	0.9869801	0.9852313	0.9884889
nitrate + phosphate	N_Pacific	(28.2,28.3]	0.9994853	0.9993404	0.9996147
nitrate + phosphate	Pacific	(-Inf,26]	0.9803224	0.9732113	0.9839861
nitrate + phosphate	Pacific	(26,26.5]	0.7832149	0.6954210	0.8525430
nitrate + phosphate	Pacific	(26.5,26.75]	0.1434586	-0.2186168	0.3930718
nitrate + phosphate	Pacific	(26.75,27]	-0.3293642	-0.6179784	-0.1282533
nitrate + phosphate	Pacific	(27,27.25]	-0.5988023	-0.7936576	-0.4742261
nitrate + phosphate	Pacific	(27.25,27.5]	-0.7873892	-0.8907557	-0.7134585
nitrate + phosphate	Pacific	(27.5,27.75]	-0.8226856	-0.8968010	-0.7754889
nitrate + phosphate	Pacific	(27.75,27.85]	-0.7902388	-0.8766590	-0.7013978
nitrate + phosphate	Pacific	(27.85,27.95]	-0.6352536	-0.7556966	-0.5220275
nitrate + phosphate	Pacific	(27.95,28.05]	0.3724985	0.2522364	0.4844118
nitrate + phosphate	Pacific	(28.05,28.1]	0.9419281	0.9290331	0.9535210
nitrate + phosphate	Pacific	(28.1,28.2]	0.9929179	0.9917314	0.9936618
nitrate + phosphate	Pacific	(28.2,28.3]	0.9980512	0.9975009	0.9988264
nitrate + phosphate	SO	(-Inf,26]	0.9940243	0.9859496	0.9999958
nitrate + phosphate	SO	(26,26.5]	0.9630520	0.9135137	0.9881780
nitrate + phosphate	SO	(26.5,26.75]	0.9624491	0.9104383	0.9930221
nitrate + phosphate	SO	(26.75,27]	0.9616163	0.9069598	0.9919383
nitrate + phosphate	SO	(27,27.25]	0.9522597	0.9070188	0.9755589
nitrate + phosphate	SO	(27.25,27.5]	0.8688848	0.8678343	0.8700508
nitrate + phosphate	SO	(27.5,27.75]	0.2088281	0.1842264	0.2362942
nitrate + phosphate	SO	(27.75,27.85]	0.1137571	0.0123357	0.1905134
nitrate + phosphate	SO	(27.85,27.95]	0.5121810	0.4379078	0.6139221
nitrate + phosphate	SO	(27.95,28.05]	0.8954430	0.8806406	0.9217691
nitrate + phosphate	SO	(28.05,28.1]	0.9743492	0.9691298	0.9773100
nitrate + phosphate	SO	(28.1,28.15]	0.9881736	0.9862259	0.9918453
nitrate + phosphate	SO	(28.1,28.2]	0.9797213	0.9778168	0.9814055
nitrate + phosphate	SO	(28.15,28.2]	0.9444520	0.9129234	0.9780653
nitrate + phosphate	SO	(28.2, Inf]	0.9994176	0.9993720	0.9994881
nitrate + phosphate	SO	(28.2,28.3]	0.9768066	0.9751810	0.9791180
nitrate + phosphate	SO	(28.3, Inf]	0.9977672	0.9973044	0.9980044
nitrate + phosphate_star	Atlantic	(-Inf,26]	0.8330480	0.7941609	0.8701804
nitrate + phosphate_star	Atlantic	(26,26.5]	0.7622047	0.7092948	0.8186524
nitrate + phosphate_star	Atlantic	(26.5,26.75]	0.7005436	0.6480631	0.8013973
nitrate + phosphate_star	Atlantic	(26.75,27]	0.5800089	0.4829931	0.6410533
nitrate + phosphate_star	Atlantic	(27,27.25]	0.2639404	0.1478951	0.3456708
nitrate + phosphate_star	Atlantic	(27.25,27.5]	-0.0377199	-0.0777628	0.0028480
nitrate + phosphate_star	Atlantic	(27.5,27.75]	0.1796477	0.0592553	0.3068711
nitrate + phosphate_star	Atlantic	(27.75,27.85]	0.6697233	0.5939877	0.7345961
nitrate + phosphate_star	Atlantic	(27.85,27.95]	0.6903518	0.6066225	0.7622915
nitrate + phosphate_star	Atlantic	(27.95,28.05]	0.7206671	0.6376289	0.8865709
nitrate + phosphate_star	Atlantic	(28.05,28.1]	0.9754224	0.9743933	0.9760922
nitrate + phosphate_star	Atlantic	(28.1,28.15]	0.9791106	0.9773994	0.9809417
nitrate + phosphate_star	Atlantic	(28.15,28.2]	0.9965266	0.9956120	0.9976023
nitrate + phosphate_star	Atlantic	(28.2, Inf]	0.9869235	0.9755840	0.9941482
nitrate + phosphate_star	Indian	(-Inf,26]	0.9319371	0.9302038	0.9346547
nitrate + phosphate_star	Indian	(26,26.5]	0.8419611	0.8157473	0.8821975
nitrate + phosphate_star	Indian	(26.5,26.75]	0.7760251	0.6944314	0.8604971
nitrate + phosphate_star	Indian	(26.75,27]	0.7370450	0.6429331	0.9167111
nitrate + phosphate_star	Indian	(27,27.25]	0.5210571	0.3399154	0.8385032
nitrate + phosphate_star	Indian	(27.25,27.5]	0.1536317	-0.0961113	0.4724152
nitrate + phosphate_star	Indian	(27.5,27.75]	0.0222967	-0.1071775	0.2086676
nitrate + phosphate_star	Indian	(27.75,27.85]	0.2380764	0.0995215	0.4995807
nitrate + phosphate_star	Indian	(27.85,27.95]	0.6091331	0.4286919	0.8257456
nitrate + phosphate_star	Indian	(27.95,28.05]	0.8211923	0.7579900	0.8812825
nitrate + phosphate_star	Indian	(28.05,28.1]	0.9101128	0.8982845	0.9300516
nitrate + phosphate_star	Indian	(28.1,28.2]	0.7738376	0.7486715	0.7927267
nitrate + phosphate_star	Indian	(28.2,28.3]	0.6405541	0.5954092	0.6855090
nitrate + phosphate_star	Indian	(28.3, Inf]	0.9949135	0.9909137	0.9989133
nitrate + phosphate_star	N_Atlantic	(-Inf,26]	0.9126401	0.7973067	0.9990438
nitrate + phosphate_star	N_Atlantic	(26,26.5]	0.7280536	0.4285931	0.9525194
nitrate + phosphate_star	N_Atlantic	(26.5,26.75]	0.9030840	0.8829414	0.9334814
nitrate + phosphate_star	N_Atlantic	(26.75,27]	0.8209883	0.6930650	0.8913366
nitrate + phosphate_star	N_Atlantic	(27,27.25]	0.6260477	0.5449203	0.7101885
nitrate + phosphate_star	N_Atlantic	(27.25,27.5]	0.3454730	0.2649070	0.4636757
nitrate + phosphate_star	N_Atlantic	(27.5,27.75]	0.3259340	0.1007837	0.4799137
nitrate + phosphate_star	N_Atlantic	(27.75,27.85]	0.4053852	0.0978728	0.5932841
nitrate + phosphate_star	N_Atlantic	(27.85,27.95]	0.4146981	0.3432369	0.4622671
nitrate + phosphate_star	N_Atlantic	(27.95,28.05]	0.9364619	0.9208980	0.9457286
nitrate + phosphate_star	N_Atlantic	(28.05,28.1]	0.9069467	0.9040059	0.9089663
nitrate + phosphate_star	N_Atlantic	(28.1,28.15]	0.9122403	0.9057912	0.9162179
nitrate + phosphate_star	N_Atlantic	(28.15,28.2]	0.9489814	0.9424089	0.9563994
nitrate + phosphate_star	N_Atlantic	(28.2, Inf]	-0.6865676	-0.8599927	-0.5890823
nitrate + phosphate_star	N_Pacific	(-Inf,26]	0.9466701	0.9358752	0.9524702
nitrate + phosphate_star	N_Pacific	(26,26.5]	0.8567324	0.8352819	0.8888292
nitrate + phosphate_star	N_Pacific	(26.5,26.75]	0.7281710	0.6916504	0.7758528
nitrate + phosphate_star	N_Pacific	(26.75,27]	0.3179727	0.2685229	0.3573883
nitrate + phosphate_star	N_Pacific	(27,27.25]	-0.0715843	-0.1856067	0.0702213
nitrate + phosphate_star	N_Pacific	(27.25,27.5]	-0.4750144	-0.5772982	-0.3674673
nitrate + phosphate_star	N_Pacific	(27.5,27.75]	-0.6396584	-0.6891103	-0.5946081
nitrate + phosphate_star	N_Pacific	(27.75,27.85]	-0.4581770	-0.5655734	-0.2632098
nitrate + phosphate_star	N_Pacific	(27.85,27.95]	0.5729653	0.5272131	0.6092118
nitrate + phosphate_star	N_Pacific	(27.95,28.05]	0.8357309	0.8211897	0.8528974
nitrate + phosphate_star	N_Pacific	(28.05,28.1]	0.8284663	0.8001952	0.8657315
nitrate + phosphate_star	N_Pacific	(28.1,28.2]	-0.2252953	-0.4485827	-0.0119044
nitrate + phosphate_star	N_Pacific	(28.2,28.3]	0.6741620	0.6124205	0.7228463
nitrate + phosphate_star	Pacific	(-Inf,26]	0.9513415	0.9309373	0.9690226
nitrate + phosphate_star	Pacific	(26,26.5]	0.7563544	0.5905776	0.8646504
nitrate + phosphate_star	Pacific	(26.5,26.75]	0.1370306	-0.3152505	0.4259283
nitrate + phosphate_star	Pacific	(26.75,27]	-0.3270360	-0.6568018	-0.1083615
nitrate + phosphate_star	Pacific	(27,27.25]	-0.5765012	-0.7780400	-0.4547189
nitrate + phosphate_star	Pacific	(27.25,27.5]	-0.7841758	-0.8762251	-0.7223511
nitrate + phosphate_star	Pacific	(27.5,27.75]	-0.8189843	-0.8716234	-0.7920252
nitrate + phosphate_star	Pacific	(27.75,27.85]	-0.8037943	-0.8732082	-0.7398287
nitrate + phosphate_star	Pacific	(27.85,27.95]	-0.6980047	-0.8340682	-0.5981714
nitrate + phosphate_star	Pacific	(27.95,28.05]	0.3271099	0.1877126	0.4836564
nitrate + phosphate_star	Pacific	(28.05,28.1]	0.5589157	0.4995514	0.6275746
nitrate + phosphate_star	Pacific	(28.1,28.2]	0.6149296	0.5901515	0.6333217
nitrate + phosphate_star	Pacific	(28.2,28.3]	0.6007894	0.4760806	0.7814071
nitrate + phosphate_star	SO	(-Inf,26]	0.8497066	0.6560093	0.9993376
nitrate + phosphate_star	SO	(26,26.5]	0.8348268	0.7576149	0.9645530
nitrate + phosphate_star	SO	(26.5,26.75]	0.6757402	0.6672940	0.6837425
nitrate + phosphate_star	SO	(26.75,27]	0.5611368	0.5265371	0.5963080
nitrate + phosphate_star	SO	(27,27.25]	0.1062315	0.0264663	0.2269021
nitrate + phosphate_star	SO	(27.25,27.5]	0.0274692	-0.0785022	0.0839457
nitrate + phosphate_star	SO	(27.5,27.75]	0.0040832	-0.2186459	0.2140132
nitrate + phosphate_star	SO	(27.75,27.85]	0.3615504	0.2091693	0.5181946
nitrate + phosphate_star	SO	(27.85,27.95]	0.7985646	0.7395186	0.8434756
nitrate + phosphate_star	SO	(27.95,28.05]	0.8611502	0.8368678	0.8952268
nitrate + phosphate_star	SO	(28.05,28.1]	0.5836158	0.5489182	0.6088971
nitrate + phosphate_star	SO	(28.1,28.15]	0.9596699	0.9411163	0.9872675
nitrate + phosphate_star	SO	(28.1,28.2]	0.5351810	0.4789227	0.5938355
nitrate + phosphate_star	SO	(28.15,28.2]	0.7922759	0.6852731	0.9204668
nitrate + phosphate_star	SO	(28.2, Inf]	0.9865215	0.9813479	0.9895672
nitrate + phosphate_star	SO	(28.2,28.3]	0.6647631	0.5974256	0.7215376
nitrate + phosphate_star	SO	(28.3, Inf]	0.7609691	0.5657372	0.8635291
nitrate + silicate	Atlantic	(-Inf,26]	0.9382890	0.9176462	0.9490996
nitrate + silicate	Atlantic	(26,26.5]	0.9345841	0.9324399	0.9372152
nitrate + silicate	Atlantic	(26.5,26.75]	0.8645590	0.8040991	0.9056147
nitrate + silicate	Atlantic	(26.75,27]	0.7318812	0.7104540	0.7497957
nitrate + silicate	Atlantic	(27,27.25]	0.5248441	0.3471702	0.7072455
nitrate + silicate	Atlantic	(27.25,27.5]	0.4265916	0.3724515	0.4990481
nitrate + silicate	Atlantic	(27.5,27.75]	0.4380885	0.3378293	0.6355527
nitrate + silicate	Atlantic	(27.75,27.85]	0.8377662	0.7957395	0.8782613
nitrate + silicate	Atlantic	(27.85,27.95]	0.9219600	0.9014017	0.9492678
nitrate + silicate	Atlantic	(27.95,28.05]	0.7455305	0.7012417	0.8210505
nitrate + silicate	Atlantic	(28.05,28.1]	0.8966613	0.8909960	0.9065601
nitrate + silicate	Atlantic	(28.1,28.15]	0.8073237	0.7863494	0.8477864
nitrate + silicate	Atlantic	(28.15,28.2]	0.9068013	0.8769441	0.9365856
nitrate + silicate	Atlantic	(28.2, Inf]	0.8437740	0.7742120	0.8946973
nitrate + silicate	Indian	(-Inf,26]	0.9201610	0.9143367	0.9293294
nitrate + silicate	Indian	(26,26.5]	0.8493055	0.8115255	0.8724751
nitrate + silicate	Indian	(26.5,26.75]	0.8020992	0.7213431	0.8692857
nitrate + silicate	Indian	(26.75,27]	0.7453116	0.6556031	0.8675008
nitrate + silicate	Indian	(27,27.25]	0.6809880	0.5809143	0.8756289
nitrate + silicate	Indian	(27.25,27.5]	0.8833794	0.8608707	0.9265626
nitrate + silicate	Indian	(27.5,27.75]	0.9458487	0.9302233	0.9640834
nitrate + silicate	Indian	(27.75,27.85]	0.9501408	0.9220724	0.9809033
nitrate + silicate	Indian	(27.85,27.95]	0.9614920	0.9455973	0.9852967
nitrate + silicate	Indian	(27.95,28.05]	0.9254873	0.8976441	0.9756455
nitrate + silicate	Indian	(28.05,28.1]	0.9080941	0.8733676	0.9662895
nitrate + silicate	Indian	(28.1,28.2]	0.9185466	0.8793143	0.9630743
nitrate + silicate	Indian	(28.2,28.3]	0.9468198	0.8763063	0.9853779
nitrate + silicate	Indian	(28.3, Inf]	-0.0343147	-0.9875212	0.9188919
nitrate + silicate	N_Atlantic	(-Inf,26]	0.9945947	0.9921850	0.9966260
nitrate + silicate	N_Atlantic	(26,26.5]	0.9930085	0.9907359	0.9967450
nitrate + silicate	N_Atlantic	(26.5,26.75]	0.9881706	0.9876682	0.9887209
nitrate + silicate	N_Atlantic	(26.75,27]	0.9148659	0.8670317	0.9443234
nitrate + silicate	N_Atlantic	(27,27.25]	0.8577725	0.8253062	0.8749112
nitrate + silicate	N_Atlantic	(27.25,27.5]	0.8570424	0.8146837	0.9001371
nitrate + silicate	N_Atlantic	(27.5,27.75]	0.9170533	0.8669598	0.9500267
nitrate + silicate	N_Atlantic	(27.75,27.85]	0.8443271	0.7248937	0.9272684
nitrate + silicate	N_Atlantic	(27.85,27.95]	0.6747671	0.4605080	0.7864456
nitrate + silicate	N_Atlantic	(27.95,28.05]	0.3395988	0.2382984	0.4306124
nitrate + silicate	N_Atlantic	(28.05,28.1]	0.8977311	0.8849062	0.9062850
nitrate + silicate	N_Atlantic	(28.1,28.15]	0.9676584	0.9630053	0.9704433
nitrate + silicate	N_Atlantic	(28.15,28.2]	0.9396034	0.9293268	0.9512009
nitrate + silicate	N_Atlantic	(28.2, Inf]	-0.4273872	-0.9052697	-0.0395060
nitrate + silicate	N_Pacific	(-Inf,26]	0.9704861	0.9559773	0.9835092
nitrate + silicate	N_Pacific	(26,26.5]	0.8804669	0.8337808	0.9188716
nitrate + silicate	N_Pacific	(26.5,26.75]	0.7884922	0.6963155	0.8981986
nitrate + silicate	N_Pacific	(26.75,27]	0.2480438	0.1107136	0.4615517
nitrate + silicate	N_Pacific	(27,27.25]	-0.1409512	-0.4026040	0.2303021
nitrate + silicate	N_Pacific	(27.25,27.5]	-0.4183575	-0.5306598	-0.3170891
nitrate + silicate	N_Pacific	(27.5,27.75]	-0.5694671	-0.5943686	-0.5412100
nitrate + silicate	N_Pacific	(27.75,27.85]	-0.0646900	-0.1707692	0.1378536
nitrate + silicate	N_Pacific	(27.85,27.95]	0.8246451	0.7999137	0.8415422
nitrate + silicate	N_Pacific	(27.95,28.05]	0.9322465	0.9195571	0.9411978
nitrate + silicate	N_Pacific	(28.05,28.1]	0.9016303	0.8804555	0.9368524
nitrate + silicate	N_Pacific	(28.1,28.2]	0.3299640	0.1209440	0.4672748
nitrate + silicate	N_Pacific	(28.2,28.3]	0.9867568	0.9817642	0.9916562
nitrate + silicate	Pacific	(-Inf,26]	0.9506185	0.9295124	0.9660836
nitrate + silicate	Pacific	(26,26.5]	0.7130842	0.5480593	0.8327723
nitrate + silicate	Pacific	(26.5,26.75]	0.2071722	-0.2567876	0.5220519
nitrate + silicate	Pacific	(26.75,27]	-0.1105655	-0.5031309	0.1760595
nitrate + silicate	Pacific	(27,27.25]	-0.1682423	-0.5240853	0.0225817
nitrate + silicate	Pacific	(27.25,27.5]	-0.4109500	-0.7122650	-0.2508479
nitrate + silicate	Pacific	(27.5,27.75]	-0.5204638	-0.7284901	-0.4001354
nitrate + silicate	Pacific	(27.75,27.85]	-0.5209873	-0.6989513	-0.3849100
nitrate + silicate	Pacific	(27.85,27.95]	-0.3682451	-0.5621196	-0.2114189
nitrate + silicate	Pacific	(27.95,28.05]	0.5615757	0.4451135	0.6657262
nitrate + silicate	Pacific	(28.05,28.1]	0.9612812	0.9511737	0.9701583
nitrate + silicate	Pacific	(28.1,28.2]	0.9401498	0.9343968	0.9484835
nitrate + silicate	Pacific	(28.2,28.3]	0.8791845	0.8271600	0.9353737
nitrate + silicate	SO	(-Inf,26]	0.8735674	0.6686591	0.9999714
nitrate + silicate	SO	(26,26.5]	0.8099290	0.7854478	0.8399922
nitrate + silicate	SO	(26.5,26.75]	0.7793600	0.7676183	0.7900120
nitrate + silicate	SO	(26.75,27]	0.7596269	0.7175961	0.7918995
nitrate + silicate	SO	(27,27.25]	0.7507536	0.7156825	0.7870319
nitrate + silicate	SO	(27.25,27.5]	0.7307029	0.7090616	0.7611350
nitrate + silicate	SO	(27.5,27.75]	-0.0399187	-0.1115858	0.0491359
nitrate + silicate	SO	(27.75,27.85]	-0.1656543	-0.2737765	-0.0795000
nitrate + silicate	SO	(27.85,27.95]	0.2210927	0.1314097	0.3683242
nitrate + silicate	SO	(27.95,28.05]	0.5098716	0.4601343	0.5691739
nitrate + silicate	SO	(28.05,28.1]	0.6488435	0.5820049	0.6873572
nitrate + silicate	SO	(28.1,28.15]	-0.8343999	-0.8511002	-0.8012553
nitrate + silicate	SO	(28.1,28.2]	0.6890407	0.6065062	0.8065092
nitrate + silicate	SO	(28.15,28.2]	-0.3887847	-0.5732732	-0.1829623
nitrate + silicate	SO	(28.2, Inf]	0.9148049	0.8745083	0.9374351
nitrate + silicate	SO	(28.2,28.3]	0.8640597	0.8552058	0.8791731
nitrate + silicate	SO	(28.3, Inf]	0.6331651	0.5822056	0.6988506
phosphate + phosphate_star	Atlantic	(-Inf,26]	0.8627730	0.8459654	0.8872123
phosphate + phosphate_star	Atlantic	(26,26.5]	0.7741837	0.7250129	0.8249239
phosphate + phosphate_star	Atlantic	(26.5,26.75]	0.7371525	0.6761614	0.8366532
phosphate + phosphate_star	Atlantic	(26.75,27]	0.6910496	0.5673198	0.7726918
phosphate + phosphate_star	Atlantic	(27,27.25]	0.4818525	0.3210088	0.6042716
phosphate + phosphate_star	Atlantic	(27.25,27.5]	0.1517203	-0.0597663	0.2623669
phosphate + phosphate_star	Atlantic	(27.5,27.75]	0.5192816	0.3790001	0.5952251
phosphate + phosphate_star	Atlantic	(27.75,27.85]	0.6811226	0.6647340	0.7038400
phosphate + phosphate_star	Atlantic	(27.85,27.95]	0.6614033	0.5968348	0.7173080
phosphate + phosphate_star	Atlantic	(27.95,28.05]	0.6787547	0.5930099	0.8452101
phosphate + phosphate_star	Atlantic	(28.05,28.1]	0.9773464	0.9764998	0.9786215
phosphate + phosphate_star	Atlantic	(28.1,28.15]	0.9810023	0.9800932	0.9824271
phosphate + phosphate_star	Atlantic	(28.15,28.2]	0.9964457	0.9956562	0.9976030
phosphate + phosphate_star	Atlantic	(28.2, Inf]	0.9824149	0.9667438	0.9930130
phosphate + phosphate_star	Indian	(-Inf,26]	0.9475507	0.9462414	0.9489855
phosphate + phosphate_star	Indian	(26,26.5]	0.8995212	0.8911033	0.9056490
phosphate + phosphate_star	Indian	(26.5,26.75]	0.8878909	0.8762090	0.9109663
phosphate + phosphate_star	Indian	(26.75,27]	0.8530419	0.8029134	0.9416954
phosphate + phosphate_star	Indian	(27,27.25]	0.6453062	0.5072845	0.8362829
phosphate + phosphate_star	Indian	(27.25,27.5]	0.2921689	0.0681375	0.5834615
phosphate + phosphate_star	Indian	(27.5,27.75]	0.0650997	-0.0746188	0.2191450
phosphate + phosphate_star	Indian	(27.75,27.85]	0.2391927	0.0919571	0.5073276
phosphate + phosphate_star	Indian	(27.85,27.95]	0.5687505	0.3880186	0.7971654
phosphate + phosphate_star	Indian	(27.95,28.05]	0.7757677	0.7030610	0.8488773
phosphate + phosphate_star	Indian	(28.05,28.1]	0.8982985	0.8845640	0.9203851
phosphate + phosphate_star	Indian	(28.1,28.2]	0.7555085	0.7279119	0.7756043
phosphate + phosphate_star	Indian	(28.2,28.3]	0.6310876	0.5800258	0.6774791
phosphate + phosphate_star	Indian	(28.3, Inf]	0.9976494	0.9962280	0.9990708
phosphate + phosphate_star	N_Atlantic	(-Inf,26]	0.9137858	0.7976355	0.9999998
phosphate + phosphate_star	N_Atlantic	(26,26.5]	0.7339005	0.4400803	0.9534725
phosphate + phosphate_star	N_Atlantic	(26.5,26.75]	0.9048559	0.8834208	0.9360492
phosphate + phosphate_star	N_Atlantic	(26.75,27]	0.8363669	0.7213088	0.8999341
phosphate + phosphate_star	N_Atlantic	(27,27.25]	0.6661194	0.5843661	0.7405657
phosphate + phosphate_star	N_Atlantic	(27.25,27.5]	0.4052716	0.3203023	0.5141308
phosphate + phosphate_star	N_Atlantic	(27.5,27.75]	0.3709521	0.1456845	0.5305855
phosphate + phosphate_star	N_Atlantic	(27.75,27.85]	0.4512731	0.1399364	0.6240410
phosphate + phosphate_star	N_Atlantic	(27.85,27.95]	0.4421359	0.3529277	0.4947045
phosphate + phosphate_star	N_Atlantic	(27.95,28.05]	0.9374395	0.9254131	0.9465380
phosphate + phosphate_star	N_Atlantic	(28.05,28.1]	0.9355242	0.9328872	0.9378290
phosphate + phosphate_star	N_Atlantic	(28.1,28.15]	0.9194945	0.9136772	0.9253062
phosphate + phosphate_star	N_Atlantic	(28.15,28.2]	0.9531232	0.9480236	0.9617579
phosphate + phosphate_star	N_Atlantic	(28.2, Inf]	-0.7040509	-0.8478413	-0.6274886
phosphate + phosphate_star	N_Pacific	(-Inf,26]	0.9004377	0.8924143	0.9153465
phosphate + phosphate_star	N_Pacific	(26,26.5]	0.7552607	0.7013735	0.8530215
phosphate + phosphate_star	N_Pacific	(26.5,26.75]	0.6002699	0.4812768	0.7402517
phosphate + phosphate_star	N_Pacific	(26.75,27]	0.3951801	0.2159219	0.6739121
phosphate + phosphate_star	N_Pacific	(27,27.25]	0.3758542	0.1016151	0.6526227
phosphate + phosphate_star	N_Pacific	(27.25,27.5]	0.7957380	0.6664903	0.9022628
phosphate + phosphate_star	N_Pacific	(27.5,27.75]	0.9697721	0.9598454	0.9780231
phosphate + phosphate_star	N_Pacific	(27.75,27.85]	0.9750066	0.9656770	0.9800784
phosphate + phosphate_star	N_Pacific	(27.85,27.95]	0.9471586	0.9247889	0.9660211
phosphate + phosphate_star	N_Pacific	(27.95,28.05]	0.8974260	0.8846606	0.9112765
phosphate + phosphate_star	N_Pacific	(28.05,28.1]	0.7143152	0.6808437	0.7479816
phosphate + phosphate_star	N_Pacific	(28.1,28.2]	-0.3582894	-0.5655262	-0.1642351
phosphate + phosphate_star	N_Pacific	(28.2,28.3]	0.6614413	0.5939394	0.7109956
phosphate + phosphate_star	Pacific	(-Inf,26]	0.9434592	0.9354958	0.9559361
phosphate + phosphate_star	Pacific	(26,26.5]	0.9639161	0.9522018	0.9710251
phosphate + phosphate_star	Pacific	(26.5,26.75]	0.9591760	0.9497554	0.9641328
phosphate + phosphate_star	Pacific	(26.75,27]	0.9599626	0.9524505	0.9640622
phosphate + phosphate_star	Pacific	(27,27.25]	0.9744652	0.9688349	0.9803253
phosphate + phosphate_star	Pacific	(27.25,27.5]	0.9845141	0.9815796	0.9894790
phosphate + phosphate_star	Pacific	(27.5,27.75]	0.9804841	0.9778763	0.9834331
phosphate + phosphate_star	Pacific	(27.75,27.85]	0.9742290	0.9708639	0.9765270
phosphate + phosphate_star	Pacific	(27.85,27.95]	0.9547286	0.9497420	0.9580190
phosphate + phosphate_star	Pacific	(27.95,28.05]	0.8661214	0.8479085	0.8864641
phosphate + phosphate_star	Pacific	(28.05,28.1]	0.5980725	0.5163056	0.6651806
phosphate + phosphate_star	Pacific	(28.1,28.2]	0.5816868	0.5587805	0.5980385
phosphate + phosphate_star	Pacific	(28.2,28.3]	0.6069119	0.4901267	0.7758008
phosphate + phosphate_star	SO	(-Inf,26]	0.7978809	0.5238964	0.9994390
phosphate + phosphate_star	SO	(26,26.5]	0.8494005	0.7386748	0.9500921
phosphate + phosphate_star	SO	(26.5,26.75]	0.6448652	0.6203011	0.6756649
phosphate + phosphate_star	SO	(26.75,27]	0.5117138	0.4621678	0.5806588
phosphate + phosphate_star	SO	(27,27.25]	-0.0123452	-0.0776477	0.1147124
phosphate + phosphate_star	SO	(27.25,27.5]	-0.2155680	-0.3634346	-0.1343273
phosphate + phosphate_star	SO	(27.5,27.75]	-0.2147489	-0.4172153	-0.0109365
phosphate + phosphate_star	SO	(27.75,27.85]	0.0360312	-0.0345103	0.1077882
phosphate + phosphate_star	SO	(27.85,27.95]	0.2052390	0.1387173	0.3118179
phosphate + phosphate_star	SO	(27.95,28.05]	0.6024392	0.5577369	0.6863924
phosphate + phosphate_star	SO	(28.05,28.1]	0.4068986	0.3733755	0.4442337
phosphate + phosphate_star	SO	(28.1,28.15]	0.9113811	0.8796349	0.9615370
phosphate + phosphate_star	SO	(28.1,28.2]	0.3862303	0.3265765	0.4702780
phosphate + phosphate_star	SO	(28.15,28.2]	0.5858943	0.3636622	0.8418259
phosphate + phosphate_star	SO	(28.2, Inf]	0.9834398	0.9769581	0.9870082
phosphate + phosphate_star	SO	(28.2,28.3]	0.6752511	0.5908935	0.7389523
phosphate + phosphate_star	SO	(28.3, Inf]	0.7445180	0.5303340	0.8569972
sal + aou	Atlantic	(-Inf,26]	-0.1240201	-0.3004529	-0.0150971
sal + aou	Atlantic	(26,26.5]	0.0016199	-0.1933273	0.2214646
sal + aou	Atlantic	(26.5,26.75]	-0.2018265	-0.4175101	-0.0710994
sal + aou	Atlantic	(26.75,27]	-0.2299463	-0.3645458	-0.0253738
sal + aou	Atlantic	(27,27.25]	0.0097965	-0.1253868	0.1504683
sal + aou	Atlantic	(27.25,27.5]	0.2645126	0.1627894	0.4134302
sal + aou	Atlantic	(27.5,27.75]	-0.1358391	-0.1798229	-0.0773156
sal + aou	Atlantic	(27.75,27.85]	-0.2717526	-0.2813664	-0.2649791
sal + aou	Atlantic	(27.85,27.95]	-0.4815759	-0.5847340	-0.4247932
sal + aou	Atlantic	(27.95,28.05]	-0.5215181	-0.6470796	-0.4383622
sal + aou	Atlantic	(28.05,28.1]	-0.8766324	-0.8895575	-0.8695717
sal + aou	Atlantic	(28.1,28.15]	-0.8566744	-0.8657743	-0.8508167
sal + aou	Atlantic	(28.15,28.2]	-0.9750071	-0.9836472	-0.9643353
sal + aou	Atlantic	(28.2, Inf]	-0.8357438	-0.9469555	-0.6952820
sal + aou	Indian	(-Inf,26]	-0.5986133	-0.7261771	-0.4824909
sal + aou	Indian	(26,26.5]	-0.5214627	-0.7428927	-0.3456224
sal + aou	Indian	(26.5,26.75]	-0.4228597	-0.7465859	-0.2472645
sal + aou	Indian	(26.75,27]	-0.3777793	-0.8204076	-0.1423994
sal + aou	Indian	(27,27.25]	-0.0450582	-0.4808664	0.2429913
sal + aou	Indian	(27.25,27.5]	0.3760319	0.1937910	0.5384701
sal + aou	Indian	(27.5,27.75]	0.5712225	0.5370853	0.6073571
sal + aou	Indian	(27.75,27.85]	0.5829244	0.5454047	0.6050503
sal + aou	Indian	(27.85,27.95]	-0.0122637	-0.2236755	0.1687589
sal + aou	Indian	(27.95,28.05]	-0.6811710	-0.7564908	-0.6031907
sal + aou	Indian	(28.05,28.1]	-0.7212895	-0.7527921	-0.6974429
sal + aou	Indian	(28.1,28.2]	-0.0451642	-0.2535543	0.2000036
sal + aou	Indian	(28.2,28.3]	0.6515819	0.6060798	0.6991832
sal + aou	Indian	(28.3, Inf]	-0.1552532	-0.3505869	0.0400806
sal + aou	N_Atlantic	(-Inf,26]	-0.8699835	-0.9480921	-0.8276270
sal + aou	N_Atlantic	(26,26.5]	-0.7163749	-0.9207778	-0.5574462
sal + aou	N_Atlantic	(26.5,26.75]	-0.7498434	-0.8085516	-0.6768432
sal + aou	N_Atlantic	(26.75,27]	-0.6218786	-0.8009039	-0.3251523
sal + aou	N_Atlantic	(27,27.25]	-0.2448565	-0.4435775	-0.0735331
sal + aou	N_Atlantic	(27.25,27.5]	0.0285789	-0.0196527	0.0939966
sal + aou	N_Atlantic	(27.5,27.75]	0.1606838	0.1133590	0.2029639
sal + aou	N_Atlantic	(27.75,27.85]	0.2230357	0.1715562	0.2904270
sal + aou	N_Atlantic	(27.85,27.95]	0.3141593	0.2362708	0.3918449
sal + aou	N_Atlantic	(27.95,28.05]	0.0381688	-0.1005105	0.1742699
sal + aou	N_Atlantic	(28.05,28.1]	0.0922966	0.0569124	0.1437932
sal + aou	N_Atlantic	(28.1,28.15]	-0.1177872	-0.1532847	-0.0891824
sal + aou	N_Atlantic	(28.15,28.2]	0.8074165	0.6773607	0.8804525
sal + aou	N_Atlantic	(28.2, Inf]	0.1758890	0.0226254	0.2975475
sal + aou	N_Pacific	(-Inf,26]	-0.0188954	-0.0828784	0.0916267
sal + aou	N_Pacific	(26,26.5]	0.0561828	-0.1695407	0.2130921
sal + aou	N_Pacific	(26.5,26.75]	0.4196938	0.2486331	0.5560682
sal + aou	N_Pacific	(26.75,27]	0.7112705	0.6180864	0.7829751
sal + aou	N_Pacific	(27,27.25]	0.7186457	0.6774101	0.7558477
sal + aou	N_Pacific	(27.25,27.5]	0.5340264	0.4736557	0.5926481
sal + aou	N_Pacific	(27.5,27.75]	0.2155256	0.1511362	0.2620371
sal + aou	N_Pacific	(27.75,27.85]	0.3890616	0.3741999	0.4064815
sal + aou	N_Pacific	(27.85,27.95]	0.3654158	0.1702868	0.5393221
sal + aou	N_Pacific	(27.95,28.05]	0.1065827	-0.0273148	0.1797575
sal + aou	N_Pacific	(28.05,28.1]	0.6505018	0.5225764	0.7456338
sal + aou	N_Pacific	(28.1,28.2]	0.9399567	0.9069544	0.9654908
sal + aou	N_Pacific	(28.2,28.3]	0.9840661	0.9785987	0.9874291
sal + aou	Pacific	(-Inf,26]	-0.3872289	-0.4720222	-0.2750577
sal + aou	Pacific	(26,26.5]	-0.5323615	-0.6127072	-0.4032663
sal + aou	Pacific	(26.5,26.75]	-0.4117087	-0.5247881	-0.2251393
sal + aou	Pacific	(26.75,27]	-0.2890143	-0.3781968	-0.1338387
sal + aou	Pacific	(27,27.25]	-0.1214353	-0.2887360	0.0742847
sal + aou	Pacific	(27.25,27.5]	0.0238685	-0.1170402	0.1873573
sal + aou	Pacific	(27.5,27.75]	0.1940153	0.0683477	0.3332029
sal + aou	Pacific	(27.75,27.85]	0.2637481	0.1000503	0.3595377
sal + aou	Pacific	(27.85,27.95]	0.1422217	-0.0001817	0.2746558
sal + aou	Pacific	(27.95,28.05]	0.1292087	-0.0302504	0.2968851
sal + aou	Pacific	(28.05,28.1]	0.2817755	0.1313580	0.3582926
sal + aou	Pacific	(28.1,28.2]	0.5466498	0.4689626	0.5875623
sal + aou	Pacific	(28.2,28.3]	0.7684512	0.7345131	0.8095120
sal + aou	SO	(-Inf,26]	-0.0194522	-0.9119466	0.5664973
sal + aou	SO	(26,26.5]	-0.0547227	-0.2236571	0.0418864
sal + aou	SO	(26.5,26.75]	-0.0772850	-0.1231926	-0.0527349
sal + aou	SO	(26.75,27]	0.1417050	0.0668391	0.1950685
sal + aou	SO	(27,27.25]	0.6678629	0.6228548	0.7012154
sal + aou	SO	(27.25,27.5]	0.8031161	0.7735926	0.8348028
sal + aou	SO	(27.5,27.75]	0.7621629	0.6787055	0.8329107
sal + aou	SO	(27.75,27.85]	0.5808113	0.5187360	0.6244376
sal + aou	SO	(27.85,27.95]	0.3236136	0.2053347	0.3829580
sal + aou	SO	(27.95,28.05]	-0.1806624	-0.3209086	-0.1102547
sal + aou	SO	(28.05,28.1]	-0.0387522	-0.0919658	-0.0106401
sal + aou	SO	(28.1,28.15]	-0.3751956	-0.7535160	-0.1527051
sal + aou	SO	(28.1,28.2]	-0.0658881	-0.2167313	0.0516392
sal + aou	SO	(28.15,28.2]	-0.0709840	-0.7734600	0.3726376
sal + aou	SO	(28.2, Inf]	-0.1934779	-0.2683490	-0.1353959
sal + aou	SO	(28.2,28.3]	0.3879694	0.1226763	0.5584193
sal + aou	SO	(28.3, Inf]	0.8313555	0.8078949	0.8517377
sal + nitrate	Atlantic	(-Inf,26]	-0.3925493	-0.5099558	-0.2617721
sal + nitrate	Atlantic	(26,26.5]	-0.2357156	-0.3614688	-0.0884192
sal + nitrate	Atlantic	(26.5,26.75]	-0.3702712	-0.5490262	-0.1893892
sal + nitrate	Atlantic	(26.75,27]	-0.3719070	-0.5055409	-0.1531863
sal + nitrate	Atlantic	(27,27.25]	-0.1934773	-0.3413707	-0.1131848
sal + nitrate	Atlantic	(27.25,27.5]	0.0551778	-0.0224388	0.1589638
sal + nitrate	Atlantic	(27.5,27.75]	-0.3082338	-0.3697102	-0.2533920
sal + nitrate	Atlantic	(27.75,27.85]	-0.6488797	-0.7174224	-0.5870850
sal + nitrate	Atlantic	(27.85,27.95]	-0.6520815	-0.7709321	-0.5707502
sal + nitrate	Atlantic	(27.95,28.05]	-0.7401775	-0.8492884	-0.6722505
sal + nitrate	Atlantic	(28.05,28.1]	-0.9395861	-0.9496453	-0.9300557
sal + nitrate	Atlantic	(28.1,28.15]	-0.9097149	-0.9179223	-0.9004856
sal + nitrate	Atlantic	(28.15,28.2]	-0.9874649	-0.9925836	-0.9809527
sal + nitrate	Atlantic	(28.2, Inf]	-0.9331543	-0.9832840	-0.8699037
sal + nitrate	Indian	(-Inf,26]	-0.6322029	-0.7407336	-0.5286940
sal + nitrate	Indian	(26,26.5]	-0.5638442	-0.8001423	-0.3804887
sal + nitrate	Indian	(26.5,26.75]	-0.4720063	-0.7623541	-0.3061563
sal + nitrate	Indian	(26.75,27]	-0.5230840	-0.8677491	-0.2996693
sal + nitrate	Indian	(27,27.25]	-0.3388993	-0.6957143	-0.1339530
sal + nitrate	Indian	(27.25,27.5]	0.1924013	0.0457422	0.3425739
sal + nitrate	Indian	(27.5,27.75]	0.4897131	0.4541439	0.5128523
sal + nitrate	Indian	(27.75,27.85]	0.5395390	0.5185003	0.5698154
sal + nitrate	Indian	(27.85,27.95]	-0.0807685	-0.2581787	0.0921997
sal + nitrate	Indian	(27.95,28.05]	-0.7931944	-0.8382151	-0.7373878
sal + nitrate	Indian	(28.05,28.1]	-0.7834793	-0.8078800	-0.7695583
sal + nitrate	Indian	(28.1,28.2]	-0.1740852	-0.3775118	0.0876973
sal + nitrate	Indian	(28.2,28.3]	0.6121248	0.5358604	0.6896365
sal + nitrate	Indian	(28.3, Inf]	0.1962992	-0.2116231	0.6042216
sal + nitrate	N_Atlantic	(-Inf,26]	-0.9072424	-0.9167987	-0.9009440
sal + nitrate	N_Atlantic	(26,26.5]	-0.8398859	-0.9513288	-0.7280709
sal + nitrate	N_Atlantic	(26.5,26.75]	-0.8531517	-0.8913915	-0.7853505
sal + nitrate	N_Atlantic	(26.75,27]	-0.7662320	-0.8919853	-0.5729216
sal + nitrate	N_Atlantic	(27,27.25]	-0.4953102	-0.6412612	-0.3724983
sal + nitrate	N_Atlantic	(27.25,27.5]	-0.3443532	-0.3932771	-0.2923016
sal + nitrate	N_Atlantic	(27.5,27.75]	-0.3939979	-0.5917110	-0.2612490
sal + nitrate	N_Atlantic	(27.75,27.85]	-0.4805389	-0.6055293	-0.3637413
sal + nitrate	N_Atlantic	(27.85,27.95]	-0.2781127	-0.3683003	-0.1314159
sal + nitrate	N_Atlantic	(27.95,28.05]	-0.8390037	-0.8571494	-0.8243994
sal + nitrate	N_Atlantic	(28.05,28.1]	-0.3641596	-0.4077028	-0.3196780
sal + nitrate	N_Atlantic	(28.1,28.15]	-0.3094404	-0.3991424	-0.2191015
sal + nitrate	N_Atlantic	(28.15,28.2]	-0.6398740	-0.7317173	-0.5132677
sal + nitrate	N_Atlantic	(28.2, Inf]	0.1774407	-0.0286758	0.2990993
sal + nitrate	N_Pacific	(-Inf,26]	-0.8089096	-0.8264341	-0.7798714
sal + nitrate	N_Pacific	(26,26.5]	-0.6786684	-0.7188746	-0.6070221
sal + nitrate	N_Pacific	(26.5,26.75]	-0.5412268	-0.5729762	-0.5216515
sal + nitrate	N_Pacific	(26.75,27]	-0.4417563	-0.5274222	-0.3135002
sal + nitrate	N_Pacific	(27,27.25]	-0.3816711	-0.6139170	-0.0875079
sal + nitrate	N_Pacific	(27.25,27.5]	-0.6362764	-0.7821834	-0.4886880
sal + nitrate	N_Pacific	(27.5,27.75]	-0.7151158	-0.7293953	-0.6991715
sal + nitrate	N_Pacific	(27.75,27.85]	-0.6398660	-0.6830075	-0.5681198
sal + nitrate	N_Pacific	(27.85,27.95]	0.1360924	-0.0970061	0.3806257
sal + nitrate	N_Pacific	(27.95,28.05]	0.2138102	0.0970574	0.2733271
sal + nitrate	N_Pacific	(28.05,28.1]	0.7065598	0.6016805	0.8046846
sal + nitrate	N_Pacific	(28.1,28.2]	0.9026980	0.8439971	0.9481770
sal + nitrate	N_Pacific	(28.2,28.3]	0.9808090	0.9747102	0.9890219
sal + nitrate	Pacific	(-Inf,26]	-0.5058814	-0.5462301	-0.4268216
sal + nitrate	Pacific	(26,26.5]	-0.7473392	-0.8287171	-0.6008347
sal + nitrate	Pacific	(26.5,26.75]	-0.7050709	-0.8370716	-0.5108676
sal + nitrate	Pacific	(26.75,27]	-0.6184984	-0.7332153	-0.4835569
sal + nitrate	Pacific	(27,27.25]	-0.6898978	-0.7585204	-0.6119187
sal + nitrate	Pacific	(27.25,27.5]	-0.6926513	-0.7485375	-0.6176817
sal + nitrate	Pacific	(27.5,27.75]	-0.6914362	-0.7276858	-0.6538677
sal + nitrate	Pacific	(27.75,27.85]	-0.7077946	-0.7389801	-0.6755659
sal + nitrate	Pacific	(27.85,27.95]	-0.6366072	-0.6736766	-0.5650825
sal + nitrate	Pacific	(27.95,28.05]	-0.4869501	-0.5926086	-0.2764928
sal + nitrate	Pacific	(28.05,28.1]	0.1109389	-0.0434511	0.2224542
sal + nitrate	Pacific	(28.1,28.2]	0.4308130	0.3426932	0.4782098
sal + nitrate	Pacific	(28.2,28.3]	0.6833441	0.6338122	0.7543665
sal + nitrate	SO	(-Inf,26]	-0.2238583	-0.9976283	0.5522304
sal + nitrate	SO	(26,26.5]	-0.5387702	-0.7471202	-0.3247638
sal + nitrate	SO	(26.5,26.75]	-0.5896011	-0.6537203	-0.5300275
sal + nitrate	SO	(26.75,27]	-0.4925506	-0.5250769	-0.4318341
sal + nitrate	SO	(27,27.25]	0.1328136	0.0671672	0.2180926
sal + nitrate	SO	(27.25,27.5]	0.2382874	0.1799901	0.2911863
sal + nitrate	SO	(27.5,27.75]	-0.0397221	-0.2223020	0.1934105
sal + nitrate	SO	(27.75,27.85]	-0.4608431	-0.5722016	-0.4050305
sal + nitrate	SO	(27.85,27.95]	-0.7882551	-0.8104533	-0.7684137
sal + nitrate	SO	(27.95,28.05]	-0.8145863	-0.8546245	-0.7932241
sal + nitrate	SO	(28.05,28.1]	-0.4535153	-0.4886856	-0.4036604
sal + nitrate	SO	(28.1,28.15]	-0.9622252	-0.9839200	-0.9485792
sal + nitrate	SO	(28.1,28.2]	-0.2242333	-0.3143009	-0.0754053
sal + nitrate	SO	(28.15,28.2]	-0.6656839	-0.8053159	-0.5245565
sal + nitrate	SO	(28.2, Inf]	-0.0092641	-0.0564409	0.0748912
sal + nitrate	SO	(28.2,28.3]	0.4590757	0.2930554	0.5495037
sal + nitrate	SO	(28.3, Inf]	0.4340451	0.2602739	0.6983159
sal + phosphate	Atlantic	(-Inf,26]	-0.4197929	-0.5238877	-0.2691800
sal + phosphate	Atlantic	(26,26.5]	-0.2391598	-0.3587990	-0.1076489
sal + phosphate	Atlantic	(26.5,26.75]	-0.3696677	-0.5485472	-0.2076930
sal + phosphate	Atlantic	(26.75,27]	-0.4135786	-0.5505786	-0.2026888
sal + phosphate	Atlantic	(27,27.25]	-0.2524023	-0.3745242	-0.1166496
sal + phosphate	Atlantic	(27.25,27.5]	0.0131620	-0.0807666	0.1498006
sal + phosphate	Atlantic	(27.5,27.75]	-0.3475793	-0.3590926	-0.3416262
sal + phosphate	Atlantic	(27.75,27.85]	-0.5050964	-0.6752660	-0.4148978
sal + phosphate	Atlantic	(27.85,27.95]	-0.5993355	-0.7186542	-0.5318724
sal + phosphate	Atlantic	(27.95,28.05]	-0.7093984	-0.8229534	-0.6410370
sal + phosphate	Atlantic	(28.05,28.1]	-0.9439275	-0.9525795	-0.9352095
sal + phosphate	Atlantic	(28.1,28.15]	-0.9144717	-0.9219863	-0.9067394
sal + phosphate	Atlantic	(28.15,28.2]	-0.9870409	-0.9924122	-0.9805177
sal + phosphate	Atlantic	(28.2, Inf]	-0.9235196	-0.9818571	-0.8502890
sal + phosphate	Indian	(-Inf,26]	-0.6725894	-0.7830373	-0.5701544
sal + phosphate	Indian	(26,26.5]	-0.6037986	-0.8223347	-0.4256285
sal + phosphate	Indian	(26.5,26.75]	-0.4852598	-0.8077845	-0.3105819
sal + phosphate	Indian	(26.75,27]	-0.4598099	-0.8627036	-0.2534590
sal + phosphate	Indian	(27,27.25]	-0.2012020	-0.6073773	0.0885916
sal + phosphate	Indian	(27.25,27.5]	0.2068215	0.0236232	0.3945812
sal + phosphate	Indian	(27.5,27.75]	0.5112770	0.4562727	0.5672639
sal + phosphate	Indian	(27.75,27.85]	0.5487317	0.5060678	0.5800464
sal + phosphate	Indian	(27.85,27.95]	-0.0602727	-0.2465831	0.1011797
sal + phosphate	Indian	(27.95,28.05]	-0.7589375	-0.8124792	-0.6968947
sal + phosphate	Indian	(28.05,28.1]	-0.7703733	-0.7943600	-0.7545629
sal + phosphate	Indian	(28.1,28.2]	-0.1489778	-0.3588097	0.1156631
sal + phosphate	Indian	(28.2,28.3]	0.5979205	0.5172171	0.6754599
sal + phosphate	Indian	(28.3, Inf]	0.1768270	-0.2114164	0.5650704
sal + phosphate	N_Atlantic	(-Inf,26]	-0.9148810	-0.9215474	-0.9052550
sal + phosphate	N_Atlantic	(26,26.5]	-0.8453805	-0.9530855	-0.7380450
sal + phosphate	N_Atlantic	(26.5,26.75]	-0.8562193	-0.8935590	-0.7892609
sal + phosphate	N_Atlantic	(26.75,27]	-0.7848919	-0.9041433	-0.6042722
sal + phosphate	N_Atlantic	(27,27.25]	-0.5421923	-0.6781749	-0.4177881
sal + phosphate	N_Atlantic	(27.25,27.5]	-0.4033223	-0.4444685	-0.3638030
sal + phosphate	N_Atlantic	(27.5,27.75]	-0.4389004	-0.6370706	-0.3073798
sal + phosphate	N_Atlantic	(27.75,27.85]	-0.5207527	-0.6616811	-0.3972601
sal + phosphate	N_Atlantic	(27.85,27.95]	-0.2989459	-0.4051827	-0.1151470
sal + phosphate	N_Atlantic	(27.95,28.05]	-0.8593524	-0.8773700	-0.8418693
sal + phosphate	N_Atlantic	(28.05,28.1]	-0.4336763	-0.4790273	-0.3954089
sal + phosphate	N_Atlantic	(28.1,28.15]	-0.3293016	-0.4209932	-0.2406121
sal + phosphate	N_Atlantic	(28.15,28.2]	-0.6544156	-0.7483526	-0.5215060
sal + phosphate	N_Atlantic	(28.2, Inf]	0.2166191	-0.0164930	0.3509869
sal + phosphate	N_Pacific	(-Inf,26]	-0.7377758	-0.7491883	-0.7260312
sal + phosphate	N_Pacific	(26,26.5]	-0.3870908	-0.4981167	-0.1895055
sal + phosphate	N_Pacific	(26.5,26.75]	-0.1146750	-0.2786691	0.0972422
sal + phosphate	N_Pacific	(26.75,27]	0.4014848	0.3308893	0.5081987
sal + phosphate	N_Pacific	(27,27.25]	0.5670550	0.5170538	0.6323618
sal + phosphate	N_Pacific	(27.25,27.5]	0.5080261	0.4207755	0.5777953
sal + phosphate	N_Pacific	(27.5,27.75]	0.1986774	0.1146439	0.2500310
sal + phosphate	N_Pacific	(27.75,27.85]	0.3817791	0.3675964	0.4042612
sal + phosphate	N_Pacific	(27.85,27.95]	0.3314611	0.1441220	0.4976557
sal + phosphate	N_Pacific	(27.95,28.05]	0.0823209	-0.0477970	0.1527050
sal + phosphate	N_Pacific	(28.05,28.1]	0.6469678	0.5192847	0.7454616
sal + phosphate	N_Pacific	(28.1,28.2]	0.9245917	0.8802984	0.9593967
sal + phosphate	N_Pacific	(28.2,28.3]	0.9858898	0.9811908	0.9922360
sal + phosphate	Pacific	(-Inf,26]	-0.4523547	-0.5171740	-0.3444924
sal + phosphate	Pacific	(26,26.5]	-0.5949346	-0.6625528	-0.4753960
sal + phosphate	Pacific	(26.5,26.75]	-0.4511734	-0.5508443	-0.2668751
sal + phosphate	Pacific	(26.75,27]	-0.2829410	-0.3851249	-0.1182372
sal + phosphate	Pacific	(27,27.25]	-0.0162063	-0.1771893	0.1512918
sal + phosphate	Pacific	(27.25,27.5]	0.1882160	0.0871488	0.2800836
sal + phosphate	Pacific	(27.5,27.75]	0.2617118	0.1821277	0.3486672
sal + phosphate	Pacific	(27.75,27.85]	0.2933829	0.1605742	0.3719971
sal + phosphate	Pacific	(27.85,27.95]	0.1474204	0.0194939	0.2703028
sal + phosphate	Pacific	(27.95,28.05]	0.0820145	-0.0759983	0.2563440
sal + phosphate	Pacific	(28.05,28.1]	0.2134227	0.0585395	0.3120315
sal + phosphate	Pacific	(28.1,28.2]	0.4746581	0.3870854	0.5195288
sal + phosphate	Pacific	(28.2,28.3]	0.6794094	0.6231094	0.7402473
sal + phosphate	SO	(-Inf,26]	-0.1457380	-0.9978240	0.6218539
sal + phosphate	SO	(26,26.5]	-0.4918535	-0.6854584	-0.2256281
sal + phosphate	SO	(26.5,26.75]	-0.5262448	-0.5770612	-0.4658399
sal + phosphate	SO	(26.75,27]	-0.4142136	-0.4471731	-0.3505729
sal + phosphate	SO	(27,27.25]	0.2798797	0.2021546	0.3637927
sal + phosphate	SO	(27.25,27.5]	0.5211352	0.4404519	0.5946642
sal + phosphate	SO	(27.5,27.75]	0.5335135	0.4000321	0.6569784
sal + phosphate	SO	(27.75,27.85]	0.3574120	0.2867174	0.4142685
sal + phosphate	SO	(27.85,27.95]	-0.0242246	-0.1394057	0.0471256
sal + phosphate	SO	(27.95,28.05]	-0.5177662	-0.6195864	-0.4637718
sal + phosphate	SO	(28.05,28.1]	-0.2635243	-0.2939554	-0.2157758
sal + phosphate	SO	(28.1,28.15]	-0.9250646	-0.9628704	-0.8993492
sal + phosphate	SO	(28.1,28.2]	-0.0909771	-0.2102223	0.0670342
sal + phosphate	SO	(28.15,28.2]	-0.4807926	-0.7182310	-0.2308464
sal + phosphate	SO	(28.2, Inf]	0.0097581	-0.0368813	0.0932433
sal + phosphate	SO	(28.2,28.3]	0.4801927	0.2806444	0.5921636
sal + phosphate	SO	(28.3, Inf]	0.4666763	0.2885874	0.7426634
sal + phosphate_star	Atlantic	(-Inf,26]	-0.7617032	-0.8173940	-0.6569471
sal + phosphate_star	Atlantic	(26,26.5]	-0.7292169	-0.7440731	-0.7210092
sal + phosphate_star	Atlantic	(26.5,26.75]	-0.8325265	-0.8742005	-0.7695436
sal + phosphate_star	Atlantic	(26.75,27]	-0.8822675	-0.9078916	-0.8413585
sal + phosphate_star	Atlantic	(27,27.25]	-0.9315357	-0.9527073	-0.9159747
sal + phosphate_star	Atlantic	(27.25,27.5]	-0.9367876	-0.9647912	-0.9162027
sal + phosphate_star	Atlantic	(27.5,27.75]	-0.9120815	-0.9581972	-0.8687220
sal + phosphate_star	Atlantic	(27.75,27.85]	-0.9569836	-0.9903352	-0.9343058
sal + phosphate_star	Atlantic	(27.85,27.95]	-0.9563136	-0.9596268	-0.9534024
sal + phosphate_star	Atlantic	(27.95,28.05]	-0.9590237	-0.9690732	-0.9430463
sal + phosphate_star	Atlantic	(28.05,28.1]	-0.9878327	-0.9905619	-0.9848619
sal + phosphate_star	Atlantic	(28.1,28.15]	-0.9708982	-0.9741408	-0.9680826
sal + phosphate_star	Atlantic	(28.15,28.2]	-0.9958700	-0.9978856	-0.9923619
sal + phosphate_star	Atlantic	(28.2, Inf]	-0.9750979	-0.9936945	-0.9532035
sal + phosphate_star	Indian	(-Inf,26]	-0.7526679	-0.8199310	-0.6884767
sal + phosphate_star	Indian	(26,26.5]	-0.8051394	-0.9525662	-0.6777224
sal + phosphate_star	Indian	(26.5,26.75]	-0.7293948	-0.9589471	-0.6118827
sal + phosphate_star	Indian	(26.75,27]	-0.7609030	-0.9652846	-0.6552077
sal + phosphate_star	Indian	(27,27.25]	-0.7575365	-0.9087345	-0.6533073
sal + phosphate_star	Indian	(27.25,27.5]	-0.7434736	-0.7779629	-0.7204881
sal + phosphate_star	Indian	(27.5,27.75]	-0.5949386	-0.6952448	-0.4877263
sal + phosphate_star	Indian	(27.75,27.85]	-0.4881737	-0.6158268	-0.3054377
sal + phosphate_star	Indian	(27.85,27.95]	-0.5961636	-0.6774536	-0.4573191
sal + phosphate_star	Indian	(27.95,28.05]	-0.9571299	-0.9619716	-0.9521060
sal + phosphate_star	Indian	(28.05,28.1]	-0.9509307	-0.9520232	-0.9494126
sal + phosphate_star	Indian	(28.1,28.2]	-0.7008492	-0.8374087	-0.4815546
sal + phosphate_star	Indian	(28.2,28.3]	-0.0506568	-0.1499175	0.0011595
sal + phosphate_star	Indian	(28.3, Inf]	0.1321037	-0.2348754	0.4990829
sal + phosphate_star	N_Atlantic	(-Inf,26]	-0.9096273	-0.9678595	-0.8392092
sal + phosphate_star	N_Atlantic	(26,26.5]	-0.9269462	-0.9791051	-0.8287714
sal + phosphate_star	N_Atlantic	(26.5,26.75]	-0.9586557	-0.9892856	-0.9174375
sal + phosphate_star	N_Atlantic	(26.75,27]	-0.9555171	-0.9628222	-0.9469914
sal + phosphate_star	N_Atlantic	(27,27.25]	-0.9586962	-0.9646787	-0.9482028
sal + phosphate_star	N_Atlantic	(27.25,27.5]	-0.9383801	-0.9620677	-0.9191777
sal + phosphate_star	N_Atlantic	(27.5,27.75]	-0.9282910	-0.9626462	-0.8789266
sal + phosphate_star	N_Atlantic	(27.75,27.85]	-0.9342761	-0.9755876	-0.8908519
sal + phosphate_star	N_Atlantic	(27.85,27.95]	-0.8678747	-0.9251290	-0.7880181
sal + phosphate_star	N_Atlantic	(27.95,28.05]	-0.9315326	-0.9365022	-0.9272838
sal + phosphate_star	N_Atlantic	(28.05,28.1]	-0.7047824	-0.7464376	-0.6760791
sal + phosphate_star	N_Atlantic	(28.1,28.15]	-0.6421654	-0.6998451	-0.5876517
sal + phosphate_star	N_Atlantic	(28.15,28.2]	-0.8138255	-0.8734766	-0.7145157
sal + phosphate_star	N_Atlantic	(28.2, Inf]	-0.6562620	-0.9319919	-0.1708891
sal + phosphate_star	N_Pacific	(-Inf,26]	-0.9201403	-0.9595705	-0.8622693
sal + phosphate_star	N_Pacific	(26,26.5]	-0.8445277	-0.9300885	-0.7793165
sal + phosphate_star	N_Pacific	(26.5,26.75]	-0.8235542	-0.9278264	-0.7530733
sal + phosphate_star	N_Pacific	(26.75,27]	-0.5974787	-0.7951180	-0.3905411
sal + phosphate_star	N_Pacific	(27,27.25]	-0.3857711	-0.6065650	-0.2137659
sal + phosphate_star	N_Pacific	(27.25,27.5]	0.2312673	0.0225863	0.3821806
sal + phosphate_star	N_Pacific	(27.5,27.75]	0.1675075	0.0412114	0.2316834
sal + phosphate_star	N_Pacific	(27.75,27.85]	0.3570289	0.3349084	0.3878671
sal + phosphate_star	N_Pacific	(27.85,27.95]	0.2111522	0.1052483	0.3211144
sal + phosphate_star	N_Pacific	(27.95,28.05]	0.0845825	0.0043233	0.1427399
sal + phosphate_star	N_Pacific	(28.05,28.1]	0.5299507	0.4466926	0.6767087
sal + phosphate_star	N_Pacific	(28.1,28.2]	-0.5391142	-0.6424571	-0.4603781
sal + phosphate_star	N_Pacific	(28.2,28.3]	0.5584997	0.4591832	0.6130751
sal + phosphate_star	Pacific	(-Inf,26]	-0.5899572	-0.6278796	-0.5445910
sal + phosphate_star	Pacific	(26,26.5]	-0.7242353	-0.7748306	-0.6237552
sal + phosphate_star	Pacific	(26.5,26.75]	-0.5784799	-0.6749354	-0.3888146
sal + phosphate_star	Pacific	(26.75,27]	-0.3890295	-0.5026054	-0.1951233
sal + phosphate_star	Pacific	(27,27.25]	-0.0731654	-0.2269491	0.0990920
sal + phosphate_star	Pacific	(27.25,27.5]	0.1859915	0.1020330	0.2617233
sal + phosphate_star	Pacific	(27.5,27.75]	0.2369099	0.1876911	0.3019841
sal + phosphate_star	Pacific	(27.75,27.85]	0.2433570	0.1469459	0.3145838
sal + phosphate_star	Pacific	(27.85,27.95]	0.0675863	-0.0297172	0.1877049
sal + phosphate_star	Pacific	(27.95,28.05]	-0.3101976	-0.4297886	-0.1397500
sal + phosphate_star	Pacific	(28.05,28.1]	-0.5927466	-0.6531186	-0.4739321
sal + phosphate_star	Pacific	(28.1,28.2]	-0.3885850	-0.4569463	-0.3394456
sal + phosphate_star	Pacific	(28.2,28.3]	-0.0197104	-0.1786076	0.2389127
sal + phosphate_star	SO	(-Inf,26]	-0.5356010	-0.9994724	0.2469488
sal + phosphate_star	SO	(26,26.5]	-0.7405921	-0.8409703	-0.5999658
sal + phosphate_star	SO	(26.5,26.75]	-0.8681866	-0.8925744	-0.8503636
sal + phosphate_star	SO	(26.75,27]	-0.9432829	-0.9705906	-0.9195863
sal + phosphate_star	SO	(27,27.25]	-0.9262715	-0.9602431	-0.9027100
sal + phosphate_star	SO	(27.25,27.5]	-0.9064510	-0.9369573	-0.8756856
sal + phosphate_star	SO	(27.5,27.75]	-0.8556325	-0.8932231	-0.8251312
sal + phosphate_star	SO	(27.75,27.85]	-0.8820361	-0.8942233	-0.8725947
sal + phosphate_star	SO	(27.85,27.95]	-0.9527062	-0.9620058	-0.9362725
sal + phosphate_star	SO	(27.95,28.05]	-0.9780170	-0.9847207	-0.9721195
sal + phosphate_star	SO	(28.05,28.1]	-0.9583848	-0.9623451	-0.9545944
sal + phosphate_star	SO	(28.1,28.15]	-0.9865831	-0.9937904	-0.9826751
sal + phosphate_star	SO	(28.1,28.2]	-0.7951970	-0.8548714	-0.6823096
sal + phosphate_star	SO	(28.15,28.2]	-0.9337614	-0.9600930	-0.9065569
sal + phosphate_star	SO	(28.2, Inf]	-0.1102820	-0.1648455	-0.0251666
sal + phosphate_star	SO	(28.2,28.3]	-0.0607704	-0.1732589	0.0291919
sal + phosphate_star	SO	(28.3, Inf]	-0.0565780	-0.1348907	0.0726620
sal + silicate	Atlantic	(-Inf,26]	-0.3704342	-0.5182577	-0.2267914
sal + silicate	Atlantic	(26,26.5]	-0.3047706	-0.4346494	-0.1610755
sal + silicate	Atlantic	(26.5,26.75]	-0.5662255	-0.6827991	-0.3674863
sal + silicate	Atlantic	(26.75,27]	-0.7055660	-0.8124721	-0.5640293
sal + silicate	Atlantic	(27,27.25]	-0.6579331	-0.7087051	-0.5733979
sal + silicate	Atlantic	(27.25,27.5]	-0.5658100	-0.6516155	-0.5223615
sal + silicate	Atlantic	(27.5,27.75]	-0.7504488	-0.7653625	-0.7428016
sal + silicate	Atlantic	(27.75,27.85]	-0.7677061	-0.7952841	-0.7393498
sal + silicate	Atlantic	(27.85,27.95]	-0.7132577	-0.7768268	-0.6351042
sal + silicate	Atlantic	(27.95,28.05]	-0.7577071	-0.8000943	-0.7098006
sal + silicate	Atlantic	(28.05,28.1]	-0.7567847	-0.7969931	-0.7255312
sal + silicate	Atlantic	(28.1,28.15]	-0.5753524	-0.6076638	-0.5413495
sal + silicate	Atlantic	(28.15,28.2]	-0.9074810	-0.9331644	-0.8713102
sal + silicate	Atlantic	(28.2, Inf]	-0.8057353	-0.8447867	-0.7372494
sal + silicate	Indian	(-Inf,26]	-0.6747664	-0.8182993	-0.5445296
sal + silicate	Indian	(26,26.5]	-0.5857975	-0.8296094	-0.3472792
sal + silicate	Indian	(26.5,26.75]	-0.4948252	-0.8421426	-0.2523110
sal + silicate	Indian	(26.75,27]	-0.4091792	-0.8504909	-0.1051256
sal + silicate	Indian	(27,27.25]	-0.0142877	-0.4732624	0.2449118
sal + silicate	Indian	(27.25,27.5]	0.3648608	0.1263799	0.5166897
sal + silicate	Indian	(27.5,27.75]	0.6004100	0.5907142	0.6169508
sal + silicate	Indian	(27.75,27.85]	0.6156470	0.5816697	0.6334686
sal + silicate	Indian	(27.85,27.95]	-0.0793200	-0.2596033	0.0158727
sal + silicate	Indian	(27.95,28.05]	-0.7366977	-0.7910927	-0.6811750
sal + silicate	Indian	(28.05,28.1]	-0.6456076	-0.7186317	-0.5782347
sal + silicate	Indian	(28.1,28.2]	-0.0265780	-0.2087849	0.2545444
sal + silicate	Indian	(28.2,28.3]	0.5646704	0.4797999	0.6306474
sal + silicate	Indian	(28.3, Inf]	0.5572446	0.3471920	0.7672973
sal + silicate	N_Atlantic	(-Inf,26]	-0.9363040	-0.9502695	-0.9276331
sal + silicate	N_Atlantic	(26,26.5]	-0.8905912	-0.9623326	-0.8073338
sal + silicate	N_Atlantic	(26.5,26.75]	-0.8979924	-0.9361272	-0.8301392
sal + silicate	N_Atlantic	(26.75,27]	-0.9078852	-0.9723549	-0.8178365
sal + silicate	N_Atlantic	(27,27.25]	-0.8360232	-0.9126238	-0.7401144
sal + silicate	N_Atlantic	(27.25,27.5]	-0.7251599	-0.7402296	-0.6958307
sal + silicate	N_Atlantic	(27.5,27.75]	-0.5486753	-0.6218822	-0.4970280
sal + silicate	N_Atlantic	(27.75,27.85]	-0.1415677	-0.2926433	-0.0163722
sal + silicate	N_Atlantic	(27.85,27.95]	0.1383381	-0.0281399	0.3468440
sal + silicate	N_Atlantic	(27.95,28.05]	-0.0423844	-0.1625577	0.0992106
sal + silicate	N_Atlantic	(28.05,28.1]	0.0040651	-0.0206440	0.0501445
sal + silicate	N_Atlantic	(28.1,28.15]	-0.0983576	-0.1990593	0.0178905
sal + silicate	N_Atlantic	(28.15,28.2]	-0.6393988	-0.7328979	-0.4887871
sal + silicate	N_Atlantic	(28.2, Inf]	-0.2989818	-0.5095178	-0.0035688
sal + silicate	N_Pacific	(-Inf,26]	-0.8467911	-0.8828669	-0.8272194
sal + silicate	N_Pacific	(26,26.5]	-0.5756341	-0.7202899	-0.4086749
sal + silicate	N_Pacific	(26.5,26.75]	-0.3976845	-0.6314110	-0.2168298
sal + silicate	N_Pacific	(26.75,27]	0.0819996	-0.1493351	0.2296826
sal + silicate	N_Pacific	(27,27.25]	0.4255529	0.3733816	0.4995236
sal + silicate	N_Pacific	(27.25,27.5]	0.5596234	0.5306702	0.5797704
sal + silicate	N_Pacific	(27.5,27.75]	0.4784881	0.4239366	0.5482160
sal + silicate	N_Pacific	(27.75,27.85]	0.3082816	0.2417836	0.4077941
sal + silicate	N_Pacific	(27.85,27.95]	0.4025878	0.2559823	0.5857549
sal + silicate	N_Pacific	(27.95,28.05]	0.3435471	0.2377477	0.4126728
sal + silicate	N_Pacific	(28.05,28.1]	0.6248259	0.5716846	0.7187082
sal + silicate	N_Pacific	(28.1,28.2]	0.0171033	-0.1067846	0.1076786
sal + silicate	N_Pacific	(28.2,28.3]	0.9815024	0.9762781	0.9869302
sal + silicate	Pacific	(-Inf,26]	-0.6129881	-0.6645580	-0.5483555
sal + silicate	Pacific	(26,26.5]	-0.6958920	-0.7576921	-0.5906664
sal + silicate	Pacific	(26.5,26.75]	-0.6373276	-0.7444531	-0.4451789
sal + silicate	Pacific	(26.75,27]	-0.5712773	-0.6799235	-0.3638477
sal + silicate	Pacific	(27,27.25]	-0.5078738	-0.6586968	-0.2635099
sal + silicate	Pacific	(27.25,27.5]	-0.2806942	-0.4468559	-0.0319242
sal + silicate	Pacific	(27.5,27.75]	-0.0801118	-0.1912821	0.0966033
sal + silicate	Pacific	(27.75,27.85]	-0.0542511	-0.2254798	0.0897619
sal + silicate	Pacific	(27.85,27.95]	-0.1101234	-0.2625035	0.0601567
sal + silicate	Pacific	(27.95,28.05]	-0.0471974	-0.2251053	0.1224841
sal + silicate	Pacific	(28.05,28.1]	0.2796854	0.1274289	0.3706804
sal + silicate	Pacific	(28.1,28.2]	0.4479596	0.3843394	0.4930578
sal + silicate	Pacific	(28.2,28.3]	0.5809262	0.5020326	0.6890849
sal + silicate	SO	(-Inf,26]	0.1148897	-0.9981206	0.7723243
sal + silicate	SO	(26,26.5]	-0.1537216	-0.3366135	0.1496483
sal + silicate	SO	(26.5,26.75]	-0.3735918	-0.5533716	-0.1603459
sal + silicate	SO	(26.75,27]	-0.4564747	-0.6037401	-0.3192161
sal + silicate	SO	(27,27.25]	0.1052563	-0.0240629	0.2457456
sal + silicate	SO	(27.25,27.5]	0.4104975	0.3460196	0.4824647
sal + silicate	SO	(27.5,27.75]	0.6313828	0.5649745	0.6956966
sal + silicate	SO	(27.75,27.85]	0.4867527	0.4411084	0.5203766
sal + silicate	SO	(27.85,27.95]	0.2304434	0.1253525	0.3064967
sal + silicate	SO	(27.95,28.05]	0.0080762	-0.0948486	0.0702239
sal + silicate	SO	(28.05,28.1]	0.3292474	0.3137471	0.3477263
sal + silicate	SO	(28.1,28.15]	0.9243431	0.9168244	0.9353956
sal + silicate	SO	(28.1,28.2]	0.4435852	0.4020658	0.4794269
sal + silicate	SO	(28.15,28.2]	0.8994010	0.8642386	0.9425214
sal + silicate	SO	(28.2, Inf]	0.1611056	0.1271221	0.1988310
sal + silicate	SO	(28.2,28.3]	0.4953807	0.3498746	0.5881394
sal + silicate	SO	(28.3, Inf]	0.5112386	0.3923207	0.6132150
sal + temp	Atlantic	(-Inf,26]	0.8741373	0.8440793	0.8960345
sal + temp	Atlantic	(26,26.5]	0.9463607	0.9399867	0.9572390
sal + temp	Atlantic	(26.5,26.75]	0.9674988	0.9584843	0.9760418
sal + temp	Atlantic	(26.75,27]	0.9506813	0.9462719	0.9589381
sal + temp	Atlantic	(27,27.25]	0.9513202	0.9431642	0.9579037
sal + temp	Atlantic	(27.25,27.5]	0.9317833	0.9237507	0.9435650
sal + temp	Atlantic	(27.5,27.75]	0.8783746	0.8445010	0.9012142
sal + temp	Atlantic	(27.75,27.85]	0.9783854	0.9715033	0.9839561
sal + temp	Atlantic	(27.85,27.95]	0.9155796	0.8973166	0.9372771
sal + temp	Atlantic	(27.95,28.05]	0.8925787	0.8709643	0.9047152
sal + temp	Atlantic	(28.05,28.1]	0.9741408	0.9715354	0.9793494
sal + temp	Atlantic	(28.1,28.15]	0.9655766	0.9603014	0.9718055
sal + temp	Atlantic	(28.15,28.2]	0.9915806	0.9889078	0.9949120
sal + temp	Atlantic	(28.2, Inf]	0.9934869	0.9905761	0.9962125
sal + temp	Indian	(-Inf,26]	0.4832149	0.4563359	0.5217760
sal + temp	Indian	(26,26.5]	0.8658015	0.8399191	0.9044203
sal + temp	Indian	(26.5,26.75]	0.9424636	0.9292328	0.9563210
sal + temp	Indian	(26.75,27]	0.9423141	0.9398684	0.9436690
sal + temp	Indian	(27,27.25]	0.8968170	0.8791511	0.9288671
sal + temp	Indian	(27.25,27.5]	0.8678127	0.8079250	0.9272445
sal + temp	Indian	(27.5,27.75]	0.6916857	0.5704553	0.7904472
sal + temp	Indian	(27.75,27.85]	0.7846037	0.6285443	0.8818658
sal + temp	Indian	(27.85,27.95]	0.4999800	0.2172870	0.6580196
sal + temp	Indian	(27.95,28.05]	0.8779429	0.8504925	0.8973962
sal + temp	Indian	(28.05,28.1]	0.9526133	0.9342899	0.9699319
sal + temp	Indian	(28.1,28.2]	0.9673800	0.9476059	0.9809344
sal + temp	Indian	(28.2,28.3]	0.9130618	0.8931125	0.9281047
sal + temp	Indian	(28.3, Inf]	0.1730877	0.0996964	0.2464790
sal + temp	N_Atlantic	(-Inf,26]	0.8543586	0.6792563	0.9586250
sal + temp	N_Atlantic	(26,26.5]	0.6848197	0.3514055	0.9282741
sal + temp	N_Atlantic	(26.5,26.75]	0.9101964	0.8847481	0.9311194
sal + temp	N_Atlantic	(26.75,27]	0.9334871	0.9276363	0.9428786
sal + temp	N_Atlantic	(27,27.25]	0.9298822	0.9227986	0.9343288
sal + temp	N_Atlantic	(27.25,27.5]	0.9478702	0.9349754	0.9573165
sal + temp	N_Atlantic	(27.5,27.75]	0.9435711	0.9395045	0.9456455
sal + temp	N_Atlantic	(27.75,27.85]	0.9749674	0.9671215	0.9802971
sal + temp	N_Atlantic	(27.85,27.95]	0.9325174	0.9141213	0.9486476
sal + temp	N_Atlantic	(27.95,28.05]	0.8574940	0.8305607	0.8868453
sal + temp	N_Atlantic	(28.05,28.1]	0.9319921	0.9299946	0.9332635
sal + temp	N_Atlantic	(28.1,28.15]	0.9347640	0.9223340	0.9462825
sal + temp	N_Atlantic	(28.15,28.2]	0.6081118	0.4648573	0.6978984
sal + temp	N_Atlantic	(28.2, Inf]	0.4700231	0.0715638	0.6927963
sal + temp	N_Pacific	(-Inf,26]	0.9292047	0.8730238	0.9769185
sal + temp	N_Pacific	(26,26.5]	0.9217599	0.9111990	0.9349442
sal + temp	N_Pacific	(26.5,26.75]	0.9739924	0.9720568	0.9772400
sal + temp	N_Pacific	(26.75,27]	0.9461506	0.9349496	0.9586427
sal + temp	N_Pacific	(27,27.25]	0.8488950	0.7921418	0.8828449
sal + temp	N_Pacific	(27.25,27.5]	0.5601651	0.4481736	0.6575501
sal + temp	N_Pacific	(27.5,27.75]	-0.0105430	-0.0787797	0.0256827
sal + temp	N_Pacific	(27.75,27.85]	0.1993622	0.1188919	0.2456273
sal + temp	N_Pacific	(27.85,27.95]	-0.0361250	-0.2177893	0.1000259
sal + temp	N_Pacific	(27.95,28.05]	-0.3334286	-0.4386807	-0.2594741
sal + temp	N_Pacific	(28.05,28.1]	0.2463823	0.0296146	0.3881375
sal + temp	N_Pacific	(28.1,28.2]	0.9143661	0.9089459	0.9179993
sal + temp	N_Pacific	(28.2,28.3]	0.7133756	0.6205484	0.7897939
sal + temp	Pacific	(-Inf,26]	0.6182060	0.5213717	0.7198750
sal + temp	Pacific	(26,26.5]	0.9335730	0.9181957	0.9461625
sal + temp	Pacific	(26.5,26.75]	0.9695690	0.9611836	0.9746513
sal + temp	Pacific	(26.75,27]	0.9680607	0.9580796	0.9735291
sal + temp	Pacific	(27,27.25]	0.9635889	0.9595736	0.9683799
sal + temp	Pacific	(27.25,27.5]	0.9070803	0.8761518	0.9271756
sal + temp	Pacific	(27.5,27.75]	0.7931057	0.7631462	0.8085689
sal + temp	Pacific	(27.75,27.85]	0.9254542	0.9172070	0.9298121
sal + temp	Pacific	(27.85,27.95]	0.8389610	0.8097545	0.8644801
sal + temp	Pacific	(27.95,28.05]	0.8308314	0.7819519	0.8704502
sal + temp	Pacific	(28.05,28.1]	0.9582707	0.9470431	0.9705985
sal + temp	Pacific	(28.1,28.2]	0.9339390	0.9185256	0.9503780
sal + temp	Pacific	(28.2,28.3]	0.7522426	0.5512125	0.8795885
sal + temp	SO	(-Inf,26]	0.9241585	0.8403510	0.9991726
sal + temp	SO	(26,26.5]	0.9239088	0.9106448	0.9399612
sal + temp	SO	(26.5,26.75]	0.9582929	0.9422683	0.9671376
sal + temp	SO	(26.75,27]	0.9690418	0.9657779	0.9722292
sal + temp	SO	(27,27.25]	0.9227952	0.9068283	0.9428843
sal + temp	SO	(27.25,27.5]	0.9099186	0.8766079	0.9324095
sal + temp	SO	(27.5,27.75]	0.8694341	0.8472339	0.9001216
sal + temp	SO	(27.75,27.85]	0.9534813	0.9508099	0.9570152
sal + temp	SO	(27.85,27.95]	0.9617148	0.9530128	0.9698115
sal + temp	SO	(27.95,28.05]	0.9821608	0.9791470	0.9836707
sal + temp	SO	(28.05,28.1]	0.9895110	0.9871435	0.9915162
sal + temp	SO	(28.1,28.15]	0.9967280	0.9960739	0.9976699
sal + temp	SO	(28.1,28.2]	0.9783043	0.9651662	0.9913562
sal + temp	SO	(28.15,28.2]	0.9950997	0.9938040	0.9967843
sal + temp	SO	(28.2, Inf]	0.7326729	0.6382659	0.8231572
sal + temp	SO	(28.2,28.3]	0.4791412	0.2643881	0.7641961
sal + temp	SO	(28.3, Inf]	0.6043805	0.4507861	0.7440602
silicate + phosphate	Atlantic	(-Inf,26]	0.9227122	0.8803225	0.9490707
silicate + phosphate	Atlantic	(26,26.5]	0.9538770	0.9422721	0.9649877
silicate + phosphate	Atlantic	(26.5,26.75]	0.9076220	0.8750934	0.9317149
silicate + phosphate	Atlantic	(26.75,27]	0.8395944	0.8201244	0.8588939
silicate + phosphate	Atlantic	(27,27.25]	0.7587917	0.6982884	0.8173652
silicate + phosphate	Atlantic	(27.25,27.5]	0.5872622	0.5559040	0.6308208
silicate + phosphate	Atlantic	(27.5,27.75]	0.7101593	0.6977717	0.7262528
silicate + phosphate	Atlantic	(27.75,27.85]	0.8274624	0.7864305	0.8709632
silicate + phosphate	Atlantic	(27.85,27.95]	0.8717774	0.8361142	0.9025072
silicate + phosphate	Atlantic	(27.95,28.05]	0.6872069	0.6483690	0.7558624
silicate + phosphate	Atlantic	(28.05,28.1]	0.8808718	0.8749286	0.8912942
silicate + phosphate	Atlantic	(28.1,28.15]	0.7955702	0.7719133	0.8388994
silicate + phosphate	Atlantic	(28.15,28.2]	0.9030029	0.8726255	0.9331836
silicate + phosphate	Atlantic	(28.2, Inf]	0.8423182	0.7677849	0.8945645
silicate + phosphate	Indian	(-Inf,26]	0.9618774	0.9585792	0.9642799
silicate + phosphate	Indian	(26,26.5]	0.9432390	0.9347639	0.9490663
silicate + phosphate	Indian	(26.5,26.75]	0.9473651	0.9370094	0.9585582
silicate + phosphate	Indian	(26.75,27]	0.9479003	0.9362120	0.9626588
silicate + phosphate	Indian	(27,27.25]	0.9305635	0.9110850	0.9583699
silicate + phosphate	Indian	(27.25,27.5]	0.9443465	0.9209372	0.9708587
silicate + phosphate	Indian	(27.5,27.75]	0.9389788	0.9235515	0.9640667
silicate + phosphate	Indian	(27.75,27.85]	0.9574448	0.9393512	0.9782636
silicate + phosphate	Indian	(27.85,27.95]	0.9494981	0.9349423	0.9743695
silicate + phosphate	Indian	(27.95,28.05]	0.9066473	0.8689447	0.9685501
silicate + phosphate	Indian	(28.05,28.1]	0.9012975	0.8609433	0.9672223
silicate + phosphate	Indian	(28.1,28.2]	0.9173487	0.8691517	0.9667542
silicate + phosphate	Indian	(28.2,28.3]	0.9422948	0.8674452	0.9836779
silicate + phosphate	Indian	(28.3, Inf]	-0.0418076	-0.9873630	0.9037479
silicate + phosphate	N_Atlantic	(-Inf,26]	0.9965905	0.9959088	0.9972272
silicate + phosphate	N_Atlantic	(26,26.5]	0.9941948	0.9918672	0.9973386
silicate + phosphate	N_Atlantic	(26.5,26.75]	0.9899052	0.9896144	0.9903046
silicate + phosphate	N_Atlantic	(26.75,27]	0.9305607	0.8925019	0.9541101
silicate + phosphate	N_Atlantic	(27,27.25]	0.8878838	0.8648701	0.9008675
silicate + phosphate	N_Atlantic	(27.25,27.5]	0.8871999	0.8579033	0.9192521
silicate + phosphate	N_Atlantic	(27.5,27.75]	0.9218773	0.8747437	0.9475223
silicate + phosphate	N_Atlantic	(27.75,27.85]	0.8146663	0.6629245	0.9129544
silicate + phosphate	N_Atlantic	(27.85,27.95]	0.6293024	0.3944695	0.7537299
silicate + phosphate	N_Atlantic	(27.95,28.05]	0.2749038	0.1822954	0.3565204
silicate + phosphate	N_Atlantic	(28.05,28.1]	0.8509052	0.8356326	0.8595718
silicate + phosphate	N_Atlantic	(28.1,28.15]	0.9595192	0.9544627	0.9631262
silicate + phosphate	N_Atlantic	(28.15,28.2]	0.9345392	0.9217302	0.9443760
silicate + phosphate	N_Atlantic	(28.2, Inf]	-0.4105075	-0.8890634	-0.0216522
silicate + phosphate	N_Pacific	(-Inf,26]	0.9723609	0.9595648	0.9821501
silicate + phosphate	N_Pacific	(26,26.5]	0.9595055	0.9356227	0.9821448
silicate + phosphate	N_Pacific	(26.5,26.75]	0.9379913	0.9014362	0.9762882
silicate + phosphate	N_Pacific	(26.75,27]	0.8904246	0.8077343	0.9566231
silicate + phosphate	N_Pacific	(27,27.25]	0.8371580	0.7322714	0.9271793
silicate + phosphate	N_Pacific	(27.25,27.5]	0.7458555	0.6192317	0.8721952
silicate + phosphate	N_Pacific	(27.5,27.75]	0.7179210	0.6045086	0.8095458
silicate + phosphate	N_Pacific	(27.75,27.85]	0.7754452	0.7653036	0.7824885
silicate + phosphate	N_Pacific	(27.85,27.95]	0.8361868	0.8164288	0.8530679
silicate + phosphate	N_Pacific	(27.95,28.05]	0.8157603	0.8101155	0.8194247
silicate + phosphate	N_Pacific	(28.05,28.1]	0.8169317	0.7828174	0.8576495
silicate + phosphate	N_Pacific	(28.1,28.2]	0.2025783	-0.0077087	0.3365637
silicate + phosphate	N_Pacific	(28.2,28.3]	0.9876013	0.9830707	0.9906245
silicate + phosphate	Pacific	(-Inf,26]	0.9465145	0.9375983	0.9642714
silicate + phosphate	Pacific	(26,26.5]	0.9445706	0.9371752	0.9488881
silicate + phosphate	Pacific	(26.5,26.75]	0.9205189	0.9179728	0.9232647
silicate + phosphate	Pacific	(26.75,27]	0.8919631	0.8739487	0.9107704
silicate + phosphate	Pacific	(27,27.25]	0.8121371	0.7604050	0.8664680
silicate + phosphate	Pacific	(27.25,27.5]	0.8042014	0.7615451	0.8701293
silicate + phosphate	Pacific	(27.5,27.75]	0.8341412	0.8007733	0.8651285
silicate + phosphate	Pacific	(27.75,27.85]	0.8875936	0.8672994	0.9108185
silicate + phosphate	Pacific	(27.85,27.95]	0.9064672	0.8903854	0.9249361
silicate + phosphate	Pacific	(27.95,28.05]	0.9225743	0.9147340	0.9274605
silicate + phosphate	Pacific	(28.05,28.1]	0.9614978	0.9521942	0.9681493
silicate + phosphate	Pacific	(28.1,28.2]	0.9172860	0.9135539	0.9234362
silicate + phosphate	Pacific	(28.2,28.3]	0.8900817	0.8416060	0.9419581
silicate + phosphate	SO	(-Inf,26]	0.9194804	0.7833785	0.9999891
silicate + phosphate	SO	(26,26.5]	0.8769237	0.8298538	0.9150101
silicate + phosphate	SO	(26.5,26.75]	0.8421471	0.8002678	0.9034575
silicate + phosphate	SO	(26.75,27]	0.8329759	0.8078858	0.8764872
silicate + phosphate	SO	(27,27.25]	0.8423930	0.7948761	0.8791315
silicate + phosphate	SO	(27.25,27.5]	0.9072170	0.8994725	0.9184625
silicate + phosphate	SO	(27.5,27.75]	0.9154412	0.9027163	0.9389604
silicate + phosphate	SO	(27.75,27.85]	0.9367819	0.9305629	0.9402227
silicate + phosphate	SO	(27.85,27.95]	0.8894555	0.8829204	0.8967471
silicate + phosphate	SO	(27.95,28.05]	0.7631475	0.7527948	0.7692688
silicate + phosphate	SO	(28.05,28.1]	0.7676703	0.7213950	0.7971178
silicate + phosphate	SO	(28.1,28.15]	-0.8049032	-0.8320263	-0.7545100
silicate + phosphate	SO	(28.1,28.2]	0.7224482	0.6368931	0.8263302
silicate + phosphate	SO	(28.15,28.2]	-0.2485686	-0.4769103	0.0362041
silicate + phosphate	SO	(28.2, Inf]	0.9183034	0.8838832	0.9376194
silicate + phosphate	SO	(28.2,28.3]	0.8711728	0.8589288	0.8801927
silicate + phosphate	SO	(28.3, Inf]	0.6348818	0.5817681	0.7016964
silicate + phosphate_star	Atlantic	(-Inf,26]	0.7717160	0.7154551	0.8526144
silicate + phosphate_star	Atlantic	(26,26.5]	0.8103602	0.7731312	0.8504600
silicate + phosphate_star	Atlantic	(26.5,26.75]	0.8946935	0.8347754	0.9333645
silicate + phosphate_star	Atlantic	(26.75,27]	0.9280080	0.8823223	0.9642875
silicate + phosphate_star	Atlantic	(27,27.25]	0.8117407	0.7342089	0.8519703
silicate + phosphate_star	Atlantic	(27.25,27.5]	0.7094239	0.6524122	0.7691787
silicate + phosphate_star	Atlantic	(27.5,27.75]	0.8708798	0.8383830	0.8927711
silicate + phosphate_star	Atlantic	(27.75,27.85]	0.8608738	0.8211089	0.9013984
silicate + phosphate_star	Atlantic	(27.85,27.95]	0.7647003	0.6731214	0.8116838
silicate + phosphate_star	Atlantic	(27.95,28.05]	0.8401357	0.8352638	0.8454186
silicate + phosphate_star	Atlantic	(28.05,28.1]	0.8237602	0.8066348	0.8447592
silicate + phosphate_star	Atlantic	(28.1,28.15]	0.7087686	0.6847717	0.7473324
silicate + phosphate_star	Atlantic	(28.15,28.2]	0.9018118	0.8641614	0.9309406
silicate + phosphate_star	Atlantic	(28.2, Inf]	0.8621320	0.8321717	0.8986426
silicate + phosphate_star	Indian	(-Inf,26]	0.9188722	0.9161360	0.9219988
silicate + phosphate_star	Indian	(26,26.5]	0.8928574	0.8720857	0.9173244
silicate + phosphate_star	Indian	(26.5,26.75]	0.9066859	0.8736971	0.9252735
silicate + phosphate_star	Indian	(26.75,27]	0.8085226	0.7185861	0.9145102
silicate + phosphate_star	Indian	(27,27.25]	0.4753114	0.3450672	0.7314884
silicate + phosphate_star	Indian	(27.25,27.5]	0.1592461	-0.0430605	0.5177037
silicate + phosphate_star	Indian	(27.5,27.75]	0.0521875	-0.0325953	0.2143686
silicate + phosphate_star	Indian	(27.75,27.85]	0.2388801	0.0911977	0.4143542
silicate + phosphate_star	Indian	(27.85,27.95]	0.6870476	0.5855943	0.8764955
silicate + phosphate_star	Indian	(27.95,28.05]	0.8192175	0.7692785	0.8723955
silicate + phosphate_star	Indian	(28.05,28.1]	0.8202084	0.7725622	0.8806842
silicate + phosphate_star	Indian	(28.1,28.2]	0.6700543	0.6609448	0.6773754
silicate + phosphate_star	Indian	(28.2,28.3]	0.6619814	0.5620489	0.7185890
silicate + phosphate_star	Indian	(28.3, Inf]	-0.0554464	-0.9893998	0.8785069
silicate + phosphate_star	N_Atlantic	(-Inf,26]	0.9225495	0.8109704	0.9966915
silicate + phosphate_star	N_Atlantic	(26,26.5]	0.7801512	0.5218184	0.9537769
silicate + phosphate_star	N_Atlantic	(26.5,26.75]	0.9274960	0.8848634	0.9602072
silicate + phosphate_star	N_Atlantic	(26.75,27]	0.9236831	0.8915671	0.9453565
silicate + phosphate_star	N_Atlantic	(27,27.25]	0.8988743	0.8502496	0.9257329
silicate + phosphate_star	N_Atlantic	(27.25,27.5]	0.7238566	0.6857174	0.7536762
silicate + phosphate_star	N_Atlantic	(27.5,27.75]	0.4493338	0.3182412	0.5176598
silicate + phosphate_star	N_Atlantic	(27.75,27.85]	0.0099216	-0.1591934	0.2748354
silicate + phosphate_star	N_Atlantic	(27.85,27.95]	-0.0039158	-0.2524836	0.1609248
silicate + phosphate_star	N_Atlantic	(27.95,28.05]	0.3193847	0.1852962	0.4427260
silicate + phosphate_star	N_Atlantic	(28.05,28.1]	0.6648044	0.6454089	0.6780366
silicate + phosphate_star	N_Atlantic	(28.1,28.15]	0.8101109	0.7879981	0.8214684
silicate + phosphate_star	N_Atlantic	(28.15,28.2]	0.9515646	0.9448420	0.9586840
silicate + phosphate_star	N_Atlantic	(28.2, Inf]	0.6764355	0.5816486	0.7663145
silicate + phosphate_star	N_Pacific	(-Inf,26]	0.9636460	0.9509191	0.9763330
silicate + phosphate_star	N_Pacific	(26,26.5]	0.8896762	0.8557139	0.9234574
silicate + phosphate_star	N_Pacific	(26.5,26.75]	0.8123557	0.7325461	0.8540316
silicate + phosphate_star	N_Pacific	(26.75,27]	0.6719751	0.5577989	0.8109303
silicate + phosphate_star	N_Pacific	(27,27.25]	0.5989874	0.4411658	0.7694706
silicate + phosphate_star	N_Pacific	(27.25,27.5]	0.8185343	0.6817153	0.9383022
silicate + phosphate_star	N_Pacific	(27.5,27.75]	0.7614896	0.6420050	0.8633892
silicate + phosphate_star	N_Pacific	(27.75,27.85]	0.8150000	0.7893749	0.8400246
silicate + phosphate_star	N_Pacific	(27.85,27.95]	0.8250593	0.8067026	0.8354952
silicate + phosphate_star	N_Pacific	(27.95,28.05]	0.8670261	0.8565146	0.8803536
silicate + phosphate_star	N_Pacific	(28.05,28.1]	0.9325024	0.9205753	0.9467506
silicate + phosphate_star	N_Pacific	(28.1,28.2]	0.7727581	0.7385920	0.8013680
silicate + phosphate_star	N_Pacific	(28.2,28.3]	0.6027092	0.5085060	0.6532155
silicate + phosphate_star	Pacific	(-Inf,26]	0.9524768	0.9444334	0.9630210
silicate + phosphate_star	Pacific	(26,26.5]	0.9757062	0.9677947	0.9814725
silicate + phosphate_star	Pacific	(26.5,26.75]	0.9709729	0.9613364	0.9764872
silicate + phosphate_star	Pacific	(26.75,27]	0.9337203	0.9201788	0.9427651
silicate + phosphate_star	Pacific	(27,27.25]	0.8241632	0.7795932	0.8734261
silicate + phosphate_star	Pacific	(27.25,27.5]	0.7736560	0.7271194	0.8496186
silicate + phosphate_star	Pacific	(27.5,27.75]	0.7945821	0.7684394	0.8250725
silicate + phosphate_star	Pacific	(27.75,27.85]	0.8478050	0.8320010	0.8699862
silicate + phosphate_star	Pacific	(27.85,27.95]	0.8480051	0.8451199	0.8507390
silicate + phosphate_star	Pacific	(27.95,28.05]	0.8265828	0.7856986	0.8627308
silicate + phosphate_star	Pacific	(28.05,28.1]	0.4871380	0.3646428	0.5645472
silicate + phosphate_star	Pacific	(28.1,28.2]	0.4950275	0.4876363	0.4994495
silicate + phosphate_star	Pacific	(28.2,28.3]	0.5753723	0.4670318	0.7092006
silicate + phosphate_star	SO	(-Inf,26]	0.5586995	-0.1050689	0.9995843
silicate + phosphate_star	SO	(26,26.5]	0.6849646	0.5542086	0.8108176
silicate + phosphate_star	SO	(26.5,26.75]	0.6252546	0.4913626	0.7476708
silicate + phosphate_star	SO	(26.75,27]	0.6307520	0.5471306	0.6982636
silicate + phosphate_star	SO	(27,27.25]	0.2033677	0.0955135	0.2600276
silicate + phosphate_star	SO	(27.25,27.5]	-0.0532338	-0.1158201	0.0066151
silicate + phosphate_star	SO	(27.5,27.75]	-0.2313071	-0.3825526	-0.1029472
silicate + phosphate_star	SO	(27.75,27.85]	-0.0673194	-0.0916292	-0.0398722
silicate + phosphate_star	SO	(27.85,27.95]	-0.0015068	-0.0868657	0.0807344
silicate + phosphate_star	SO	(27.95,28.05]	0.1432314	0.0906686	0.2203997
silicate + phosphate_star	SO	(28.05,28.1]	-0.1224021	-0.1353141	-0.1130345
silicate + phosphate_star	SO	(28.1,28.15]	-0.8753398	-0.8830039	-0.8626002
silicate + phosphate_star	SO	(28.1,28.2]	0.0327760	-0.0873072	0.2201106
silicate + phosphate_star	SO	(28.15,28.2]	-0.7083768	-0.8206663	-0.6061383
silicate + phosphate_star	SO	(28.2, Inf]	0.8575835	0.7821066	0.8999499
silicate + phosphate_star	SO	(28.2,28.3]	0.6057037	0.5508047	0.6730095
silicate + phosphate_star	SO	(28.3, Inf]	0.5192399	0.4195094	0.5747670
temp + aou	Atlantic	(-Inf,26]	-0.3403462	-0.4136448	-0.2632560
temp + aou	Atlantic	(26,26.5]	-0.1666028	-0.3118194	0.0132069
temp + aou	Atlantic	(26.5,26.75]	-0.2632203	-0.4437874	-0.1571679
temp + aou	Atlantic	(26.75,27]	-0.2839630	-0.4265799	-0.0997353
temp + aou	Atlantic	(27,27.25]	0.0088437	-0.1012060	0.1401511
temp + aou	Atlantic	(27.25,27.5]	0.2993561	0.2150553	0.4306691
temp + aou	Atlantic	(27.5,27.75]	-0.0276884	-0.0670158	0.0492900
temp + aou	Atlantic	(27.75,27.85]	-0.2164758	-0.2406966	-0.1908787
temp + aou	Atlantic	(27.85,27.95]	-0.2840886	-0.3236725	-0.2326154
temp + aou	Atlantic	(27.95,28.05]	-0.3514642	-0.4614597	-0.2747361
temp + aou	Atlantic	(28.05,28.1]	-0.8213249	-0.8362511	-0.8027758
temp + aou	Atlantic	(28.1,28.15]	-0.7415699	-0.7514288	-0.7306408
temp + aou	Atlantic	(28.15,28.2]	-0.9470293	-0.9672712	-0.9356156
temp + aou	Atlantic	(28.2, Inf]	-0.8118063	-0.9189392	-0.6594417
temp + aou	Indian	(-Inf,26]	-0.6680258	-0.6837372	-0.6508481
temp + aou	Indian	(26,26.5]	-0.4273290	-0.5704906	-0.2881119
temp + aou	Indian	(26.5,26.75]	-0.4174258	-0.6522864	-0.2842206
temp + aou	Indian	(26.75,27]	-0.3745591	-0.7265346	-0.1776507
temp + aou	Indian	(27,27.25]	-0.0328823	-0.3761383	0.1889973
temp + aou	Indian	(27.25,27.5]	0.3444601	0.1502376	0.4791013
temp + aou	Indian	(27.5,27.75]	0.5446802	0.4854247	0.5836279
temp + aou	Indian	(27.75,27.85]	0.5390071	0.4299148	0.5960125
temp + aou	Indian	(27.85,27.95]	0.1492095	-0.0116431	0.2630693
temp + aou	Indian	(27.95,28.05]	-0.4180928	-0.5734633	-0.2571393
temp + aou	Indian	(28.05,28.1]	-0.5669563	-0.6556384	-0.5015968
temp + aou	Indian	(28.1,28.2]	-0.0191735	-0.1546072	0.1125541
temp + aou	Indian	(28.2,28.3]	0.6354039	0.6144221	0.6579599
temp + aou	Indian	(28.3, Inf]	-0.9581760	-0.9722020	-0.9441500
temp + aou	N_Atlantic	(-Inf,26]	-0.6765989	-0.9993893	-0.2962797
temp + aou	N_Atlantic	(26,26.5]	-0.1622584	-0.6101758	0.5188015
temp + aou	N_Atlantic	(26.5,26.75]	-0.6408777	-0.7071115	-0.5506690
temp + aou	N_Atlantic	(26.75,27]	-0.5834145	-0.6838871	-0.3833090
temp + aou	N_Atlantic	(27,27.25]	-0.3417980	-0.5099367	-0.1582262
temp + aou	N_Atlantic	(27.25,27.5]	0.0540587	-0.0154813	0.1418807
temp + aou	N_Atlantic	(27.5,27.75]	0.2509245	0.1749460	0.3013764
temp + aou	N_Atlantic	(27.75,27.85]	0.2445407	0.1687334	0.3072360
temp + aou	N_Atlantic	(27.85,27.95]	0.4779449	0.4175428	0.5497332
temp + aou	N_Atlantic	(27.95,28.05]	0.3652418	0.2228592	0.4953111
temp + aou	N_Atlantic	(28.05,28.1]	-0.0039668	-0.0363349	0.0483332
temp + aou	N_Atlantic	(28.1,28.15]	0.0932924	0.0240897	0.1431143
temp + aou	N_Atlantic	(28.15,28.2]	0.3965964	0.2719672	0.5989914
temp + aou	N_Atlantic	(28.2, Inf]	-0.0153771	-0.4824099	0.2414255
temp + aou	N_Pacific	(-Inf,26]	-0.1344828	-0.1892502	-0.0831035
temp + aou	N_Pacific	(26,26.5]	0.0500280	-0.1384584	0.1819860
temp + aou	N_Pacific	(26.5,26.75]	0.3902485	0.2052934	0.5747829
temp + aou	N_Pacific	(26.75,27]	0.6252939	0.5063583	0.7108056
temp + aou	N_Pacific	(27,27.25]	0.6488769	0.6127485	0.6938723
temp + aou	N_Pacific	(27.25,27.5]	0.7070213	0.6644548	0.7353642
temp + aou	N_Pacific	(27.5,27.75]	0.7694557	0.7042235	0.8269468
temp + aou	N_Pacific	(27.75,27.85]	0.7418979	0.6674122	0.8069259
temp + aou	N_Pacific	(27.85,27.95]	0.7129782	0.6624903	0.7745321
temp + aou	N_Pacific	(27.95,28.05]	0.7583130	0.7200270	0.7942830
temp + aou	N_Pacific	(28.05,28.1]	0.7204537	0.5824427	0.7923528
temp + aou	N_Pacific	(28.1,28.2]	0.8944491	0.8557691	0.9302682
temp + aou	N_Pacific	(28.2,28.3]	0.6076327	0.4926856	0.6955624
temp + aou	Pacific	(-Inf,26]	-0.5906137	-0.6562474	-0.5171005
temp + aou	Pacific	(26,26.5]	-0.5633341	-0.6419204	-0.4413753
temp + aou	Pacific	(26.5,26.75]	-0.4107151	-0.5272334	-0.2240652
temp + aou	Pacific	(26.75,27]	-0.2647611	-0.3486454	-0.1085392
temp + aou	Pacific	(27,27.25]	-0.1085883	-0.2605928	0.0793975
temp + aou	Pacific	(27.25,27.5]	0.0117352	-0.1042042	0.1328962
temp + aou	Pacific	(27.5,27.75]	0.1559837	0.0309019	0.2363272
temp + aou	Pacific	(27.75,27.85]	0.2797603	0.1224720	0.3659700
temp + aou	Pacific	(27.85,27.95]	0.1646201	0.0503577	0.2758041
temp + aou	Pacific	(27.95,28.05]	0.1447027	-0.0067550	0.2842472
temp + aou	Pacific	(28.05,28.1]	0.3364490	0.2071541	0.4215142
temp + aou	Pacific	(28.1,28.2]	0.4921455	0.3997930	0.5541879
temp + aou	Pacific	(28.2,28.3]	0.5696573	0.5184499	0.6297069
temp + aou	SO	(-Inf,26]	-0.1374976	-0.9278796	0.4377727
temp + aou	SO	(26,26.5]	-0.0965144	-0.3388773	0.0469088
temp + aou	SO	(26.5,26.75]	-0.1266682	-0.2413408	-0.0662214
temp + aou	SO	(26.75,27]	0.0516947	-0.0170798	0.1006294
temp + aou	SO	(27,27.25]	0.4839577	0.4205942	0.5315079
temp + aou	SO	(27.25,27.5]	0.6133883	0.5497252	0.6641011
temp + aou	SO	(27.5,27.75]	0.7161197	0.6253764	0.7867040
temp + aou	SO	(27.75,27.85]	0.6196312	0.5448609	0.6731480
temp + aou	SO	(27.85,27.95]	0.4416586	0.3290120	0.5106482
temp + aou	SO	(27.95,28.05]	-0.0836761	-0.2276743	-0.0063316
temp + aou	SO	(28.05,28.1]	0.0221384	-0.0307604	0.0513089
temp + aou	SO	(28.1,28.15]	-0.3283708	-0.7144146	-0.0955792
temp + aou	SO	(28.1,28.2]	-0.0484713	-0.1864510	0.0518526
temp + aou	SO	(28.15,28.2]	-0.0262042	-0.7521479	0.4330437
temp + aou	SO	(28.2, Inf]	-0.1085986	-0.1525092	-0.0670081
temp + aou	SO	(28.2,28.3]	-0.0533950	-0.1722949	0.1317847
temp + aou	SO	(28.3, Inf]	0.6940302	0.5866482	0.7656338
temp + nitrate	Atlantic	(-Inf,26]	-0.5779903	-0.6290047	-0.5370680
temp + nitrate	Atlantic	(26,26.5]	-0.4093498	-0.4878635	-0.2905855
temp + nitrate	Atlantic	(26.5,26.75]	-0.4329257	-0.5817208	-0.3021720
temp + nitrate	Atlantic	(26.75,27]	-0.4271133	-0.5693619	-0.2215977
temp + nitrate	Atlantic	(27,27.25]	-0.2272905	-0.3645057	-0.1460343
temp + nitrate	Atlantic	(27.25,27.5]	0.0935522	0.0007189	0.1757163
temp + nitrate	Atlantic	(27.5,27.75]	-0.1827179	-0.2851313	-0.1140200
temp + nitrate	Atlantic	(27.75,27.85]	-0.5934988	-0.6612598	-0.5214038
temp + nitrate	Atlantic	(27.85,27.95]	-0.4712258	-0.5457967	-0.3805397
temp + nitrate	Atlantic	(27.95,28.05]	-0.5947499	-0.7044010	-0.5275168
temp + nitrate	Atlantic	(28.05,28.1]	-0.8914979	-0.9034668	-0.8685584
temp + nitrate	Atlantic	(28.1,28.15]	-0.8100596	-0.8139767	-0.8069392
temp + nitrate	Atlantic	(28.15,28.2]	-0.9651525	-0.9795134	-0.9578213
temp + nitrate	Atlantic	(28.2, Inf]	-0.9184859	-0.9698455	-0.8432276
temp + nitrate	Indian	(-Inf,26]	-0.7309381	-0.7511884	-0.7053458
temp + nitrate	Indian	(26,26.5]	-0.4903786	-0.6673956	-0.3388479
temp + nitrate	Indian	(26.5,26.75]	-0.4664462	-0.6815667	-0.3452531
temp + nitrate	Indian	(26.75,27]	-0.5294876	-0.8037371	-0.3787746
temp + nitrate	Indian	(27,27.25]	-0.3405987	-0.6090239	-0.1908744
temp + nitrate	Indian	(27.25,27.5]	0.1109659	-0.0580418	0.2347910
temp + nitrate	Indian	(27.5,27.75]	0.3876776	0.3605783	0.4017129
temp + nitrate	Indian	(27.75,27.85]	0.4746574	0.3804484	0.5387449
temp + nitrate	Indian	(27.85,27.95]	0.0276437	-0.1005748	0.1281339
temp + nitrate	Indian	(27.95,28.05]	-0.5865547	-0.7004095	-0.4534283
temp + nitrate	Indian	(28.05,28.1]	-0.6469762	-0.7229943	-0.5832496
temp + nitrate	Indian	(28.1,28.2]	-0.1464977	-0.2790472	0.0057927
temp + nitrate	Indian	(28.2,28.3]	0.5984313	0.5400080	0.6356834
temp + nitrate	Indian	(28.3, Inf]	0.0288374	-0.5220388	0.5797135
temp + nitrate	N_Atlantic	(-Inf,26]	-0.7927300	-0.9882980	-0.5620114
temp + nitrate	N_Atlantic	(26,26.5]	-0.3449257	-0.6823010	0.2770584
temp + nitrate	N_Atlantic	(26.5,26.75]	-0.7675781	-0.8297676	-0.7061572
temp + nitrate	N_Atlantic	(26.75,27]	-0.7406259	-0.8084860	-0.6226237
temp + nitrate	N_Atlantic	(27,27.25]	-0.5826664	-0.7069976	-0.4424935
temp + nitrate	N_Atlantic	(27.25,27.5]	-0.3305893	-0.4078546	-0.2546348
temp + nitrate	N_Atlantic	(27.5,27.75]	-0.2937233	-0.5236990	-0.1559122
temp + nitrate	N_Atlantic	(27.75,27.85]	-0.4439882	-0.5785408	-0.2912515
temp + nitrate	N_Atlantic	(27.85,27.95]	-0.1389402	-0.2285597	0.0335626
temp + nitrate	N_Atlantic	(27.95,28.05]	-0.6277790	-0.6524366	-0.5958869
temp + nitrate	N_Atlantic	(28.05,28.1]	-0.3324882	-0.3869295	-0.3021954
temp + nitrate	N_Atlantic	(28.1,28.15]	-0.0096262	-0.0862562	0.0903281
temp + nitrate	N_Atlantic	(28.15,28.2]	0.0212213	-0.2438795	0.1618129
temp + nitrate	N_Atlantic	(28.2, Inf]	0.8732663	0.8279736	0.9186538
temp + nitrate	N_Pacific	(-Inf,26]	-0.9001790	-0.9307609	-0.8464787
temp + nitrate	N_Pacific	(26,26.5]	-0.7159851	-0.7562810	-0.6805153
temp + nitrate	N_Pacific	(26.5,26.75]	-0.5614734	-0.5925798	-0.5019081
temp + nitrate	N_Pacific	(26.75,27]	-0.5302111	-0.6263323	-0.4041891
temp + nitrate	N_Pacific	(27,27.25]	-0.5111354	-0.7174650	-0.2438384
temp + nitrate	N_Pacific	(27.25,27.5]	-0.6203561	-0.7955915	-0.4061420
temp + nitrate	N_Pacific	(27.5,27.75]	-0.4319319	-0.5144320	-0.3790631
temp + nitrate	N_Pacific	(27.75,27.85]	-0.3763251	-0.5230728	-0.2626701
temp + nitrate	N_Pacific	(27.85,27.95]	0.3431893	0.2518403	0.3900541
temp + nitrate	N_Pacific	(27.95,28.05]	0.5410056	0.4650038	0.6152532
temp + nitrate	N_Pacific	(28.05,28.1]	0.5545165	0.3644864	0.6615243
temp + nitrate	N_Pacific	(28.1,28.2]	0.7790608	0.7134727	0.8362253
temp + nitrate	N_Pacific	(28.2,28.3]	0.7145026	0.6156572	0.8024492
temp + nitrate	Pacific	(-Inf,26]	-0.7189977	-0.7595628	-0.6566470
temp + nitrate	Pacific	(26,26.5]	-0.7475051	-0.8504686	-0.5579013
temp + nitrate	Pacific	(26.5,26.75]	-0.6932783	-0.8371916	-0.4758040
temp + nitrate	Pacific	(26.75,27]	-0.6251241	-0.7309540	-0.4933647
temp + nitrate	Pacific	(27,27.25]	-0.6733370	-0.7342754	-0.5925214
temp + nitrate	Pacific	(27.25,27.5]	-0.6328906	-0.7062974	-0.5271209
temp + nitrate	Pacific	(27.5,27.75]	-0.6163343	-0.6847274	-0.5431716
temp + nitrate	Pacific	(27.75,27.85]	-0.6930409	-0.7237139	-0.6598601
temp + nitrate	Pacific	(27.85,27.95]	-0.6682086	-0.7034171	-0.6265608
temp + nitrate	Pacific	(27.95,28.05]	-0.5393352	-0.6268553	-0.3817229
temp + nitrate	Pacific	(28.05,28.1]	0.1546450	0.0212169	0.2766314
temp + nitrate	Pacific	(28.1,28.2]	0.3763940	0.2738114	0.4437072
temp + nitrate	Pacific	(28.2,28.3]	0.5609429	0.5250870	0.6290880
temp + nitrate	SO	(-Inf,26]	-0.3431364	-0.9996023	0.0341806
temp + nitrate	SO	(26,26.5]	-0.6290589	-0.8744691	-0.3972088
temp + nitrate	SO	(26.5,26.75]	-0.6595957	-0.7653778	-0.5740996
temp + nitrate	SO	(26.75,27]	-0.5858020	-0.6197867	-0.5296507
temp + nitrate	SO	(27,27.25]	-0.0876395	-0.1582597	-0.0134336
temp + nitrate	SO	(27.25,27.5]	-0.0066639	-0.0670897	0.0630738
temp + nitrate	SO	(27.5,27.75]	0.0313362	-0.1582614	0.1984078
temp + nitrate	SO	(27.75,27.85]	-0.2671726	-0.3849999	-0.1868135
temp + nitrate	SO	(27.85,27.95]	-0.6550610	-0.6790180	-0.6134609
temp + nitrate	SO	(27.95,28.05]	-0.7572365	-0.8011367	-0.7339258
temp + nitrate	SO	(28.05,28.1]	-0.4054167	-0.4461293	-0.3529010
temp + nitrate	SO	(28.1,28.15]	-0.9547019	-0.9783512	-0.9382402
temp + nitrate	SO	(28.1,28.2]	-0.1898625	-0.2608078	-0.0509755
temp + nitrate	SO	(28.15,28.2]	-0.6885821	-0.8255364	-0.5423638
temp + nitrate	SO	(28.2, Inf]	-0.6031167	-0.6624234	-0.4853814
temp + nitrate	SO	(28.2,28.3]	0.1106591	-0.2380507	0.3887516
temp + nitrate	SO	(28.3, Inf]	0.3668582	0.1624852	0.7365503
temp + phosphate	Atlantic	(-Inf,26]	-0.5868056	-0.6557270	-0.5222394
temp + phosphate	Atlantic	(26,26.5]	-0.4020181	-0.4774874	-0.3016431
temp + phosphate	Atlantic	(26.5,26.75]	-0.4281059	-0.5711454	-0.3220816
temp + phosphate	Atlantic	(26.75,27]	-0.4694663	-0.6082170	-0.2838040
temp + phosphate	Atlantic	(27,27.25]	-0.2518973	-0.3496638	-0.1254716
temp + phosphate	Atlantic	(27.25,27.5]	0.0458663	-0.0321334	0.1666687
temp + phosphate	Atlantic	(27.5,27.75]	-0.2425076	-0.2756799	-0.2160918
temp + phosphate	Atlantic	(27.75,27.85]	-0.4560252	-0.6255152	-0.3444685
temp + phosphate	Atlantic	(27.85,27.95]	-0.4188706	-0.4910936	-0.3487292
temp + phosphate	Atlantic	(27.95,28.05]	-0.5335835	-0.6355377	-0.4726855
temp + phosphate	Atlantic	(28.05,28.1]	-0.8895662	-0.9019180	-0.8679028
temp + phosphate	Atlantic	(28.1,28.15]	-0.8130974	-0.8166880	-0.8083047
temp + phosphate	Atlantic	(28.15,28.2]	-0.9641811	-0.9788670	-0.9563395
temp + phosphate	Atlantic	(28.2, Inf]	-0.9082745	-0.9674371	-0.8231649
temp + phosphate	Indian	(-Inf,26]	-0.7210192	-0.7366755	-0.6948826
temp + phosphate	Indian	(26,26.5]	-0.5210077	-0.6676406	-0.3812828
temp + phosphate	Indian	(26.5,26.75]	-0.4853902	-0.7152009	-0.3538460
temp + phosphate	Indian	(26.75,27]	-0.4659507	-0.7741250	-0.2826930
temp + phosphate	Indian	(27,27.25]	-0.1934081	-0.4974732	0.0284484
temp + phosphate	Indian	(27.25,27.5]	0.1828873	0.0057931	0.3376992
temp + phosphate	Indian	(27.5,27.75]	0.5031210	0.4381591	0.5622283
temp + phosphate	Indian	(27.75,27.85]	0.5035472	0.3887975	0.5695730
temp + phosphate	Indian	(27.85,27.95]	0.0975175	-0.0438417	0.1970474
temp + phosphate	Indian	(27.95,28.05]	-0.5223811	-0.6530094	-0.3769774
temp + phosphate	Indian	(28.05,28.1]	-0.6275907	-0.7058792	-0.5638734
temp + phosphate	Indian	(28.1,28.2]	-0.1233924	-0.2604285	0.0283262
temp + phosphate	Indian	(28.2,28.3]	0.5899736	0.5350791	0.6212662
temp + phosphate	Indian	(28.3, Inf]	0.0315368	-0.5216692	0.5847427
temp + phosphate	N_Atlantic	(-Inf,26]	-0.7957990	-0.9939468	-0.5628763
temp + phosphate	N_Atlantic	(26,26.5]	-0.3515850	-0.6832948	0.2646625
temp + phosphate	N_Atlantic	(26.5,26.75]	-0.7684032	-0.8291695	-0.7060071
temp + phosphate	N_Atlantic	(26.75,27]	-0.7536719	-0.8187087	-0.6426440
temp + phosphate	N_Atlantic	(27,27.25]	-0.6166137	-0.7330222	-0.4736792
temp + phosphate	N_Atlantic	(27.25,27.5]	-0.3848689	-0.4531080	-0.3232200
temp + phosphate	N_Atlantic	(27.5,27.75]	-0.3311257	-0.5623335	-0.1956461
temp + phosphate	N_Atlantic	(27.75,27.85]	-0.4762443	-0.6273285	-0.3150140
temp + phosphate	N_Atlantic	(27.85,27.95]	-0.1514043	-0.2590857	0.0545181
temp + phosphate	N_Atlantic	(27.95,28.05]	-0.6263306	-0.6503067	-0.6047496
temp + phosphate	N_Atlantic	(28.05,28.1]	-0.3768360	-0.4327440	-0.3401245
temp + phosphate	N_Atlantic	(28.1,28.15]	-0.0253688	-0.1030667	0.0723853
temp + phosphate	N_Atlantic	(28.15,28.2]	0.0251314	-0.2471699	0.1705792
temp + phosphate	N_Atlantic	(28.2, Inf]	0.9139598	0.8775458	0.9500539
temp + phosphate	N_Pacific	(-Inf,26]	-0.8329451	-0.8719342	-0.7738420
temp + phosphate	N_Pacific	(26,26.5]	-0.3960877	-0.5192324	-0.2199748
temp + phosphate	N_Pacific	(26.5,26.75]	-0.1432147	-0.3379836	0.1168665
temp + phosphate	N_Pacific	(26.75,27]	0.3009255	0.2344823	0.4274992
temp + phosphate	N_Pacific	(27,27.25]	0.4966280	0.4494137	0.5799747
temp + phosphate	N_Pacific	(27.25,27.5]	0.6736878	0.6279654	0.7233923
temp + phosphate	N_Pacific	(27.5,27.75]	0.7675135	0.7022719	0.8246883
temp + phosphate	N_Pacific	(27.75,27.85]	0.7412657	0.6675241	0.8020403
temp + phosphate	N_Pacific	(27.85,27.95]	0.7287258	0.6774112	0.7861929
temp + phosphate	N_Pacific	(27.95,28.05]	0.7649468	0.7257825	0.8013255
temp + phosphate	N_Pacific	(28.05,28.1]	0.7033609	0.5564487	0.7770010
temp + phosphate	N_Pacific	(28.1,28.2]	0.8542808	0.8047453	0.9000169
temp + phosphate	N_Pacific	(28.2,28.3]	0.7171376	0.6204697	0.8023986
temp + phosphate	Pacific	(-Inf,26]	-0.6390708	-0.6842673	-0.5707427
temp + phosphate	Pacific	(26,26.5]	-0.6318424	-0.6974179	-0.5226047
temp + phosphate	Pacific	(26.5,26.75]	-0.4604259	-0.5628460	-0.2791939
temp + phosphate	Pacific	(26.75,27]	-0.2720895	-0.3676244	-0.1060697
temp + phosphate	Pacific	(27,27.25]	-0.0324011	-0.1745744	0.1257844
temp + phosphate	Pacific	(27.25,27.5]	0.1610771	0.0731426	0.2271052
temp + phosphate	Pacific	(27.5,27.75]	0.2413270	0.1545703	0.2983310
temp + phosphate	Pacific	(27.75,27.85]	0.3137768	0.1858059	0.3887870
temp + phosphate	Pacific	(27.85,27.95]	0.1962723	0.0916275	0.3130137
temp + phosphate	Pacific	(27.95,28.05]	0.1169825	-0.0355563	0.2705672
temp + phosphate	Pacific	(28.05,28.1]	0.2733062	0.1392117	0.3813862
temp + phosphate	Pacific	(28.1,28.2]	0.4330432	0.3312954	0.4945051
temp + phosphate	Pacific	(28.2,28.3]	0.5340749	0.4969757	0.5975531
temp + phosphate	SO	(-Inf,26]	-0.2616201	-0.9996800	0.1165477
temp + phosphate	SO	(26,26.5]	-0.5955765	-0.8429354	-0.3073146
temp + phosphate	SO	(26.5,26.75]	-0.5992351	-0.7081608	-0.5163891
temp + phosphate	SO	(26.75,27]	-0.5091081	-0.5406498	-0.4546989
temp + phosphate	SO	(27,27.25]	0.0525674	-0.0338582	0.1419083
temp + phosphate	SO	(27.25,27.5]	0.2699027	0.2026603	0.3666371
temp + phosphate	SO	(27.5,27.75]	0.5008106	0.3597149	0.6251652
temp + phosphate	SO	(27.75,27.85]	0.4123658	0.3449972	0.4698645
temp + phosphate	SO	(27.85,27.95]	0.1024577	-0.0019942	0.1754350
temp + phosphate	SO	(27.95,28.05]	-0.4333005	-0.5386953	-0.3802118
temp + phosphate	SO	(28.05,28.1]	-0.2066665	-0.2342541	-0.1579340
temp + phosphate	SO	(28.1,28.15]	-0.9078145	-0.9485217	-0.8801155
temp + phosphate	SO	(28.1,28.2]	-0.0542124	-0.1602887	0.0975033
temp + phosphate	SO	(28.15,28.2]	-0.4889848	-0.7320196	-0.2282154
temp + phosphate	SO	(28.2, Inf]	-0.5902360	-0.6501579	-0.4715919
temp + phosphate	SO	(28.2,28.3]	0.0999874	-0.2486984	0.3606150
temp + phosphate	SO	(28.3, Inf]	0.3781581	0.1701296	0.7532316
temp + phosphate_star	Atlantic	(-Inf,26]	-0.8628244	-0.9106234	-0.8320426
temp + phosphate_star	Atlantic	(26,26.5]	-0.8318414	-0.8378853	-0.8264071
temp + phosphate_star	Atlantic	(26.5,26.75]	-0.8660080	-0.8889278	-0.8326909
temp + phosphate_star	Atlantic	(26.75,27]	-0.9277814	-0.9421050	-0.9079777
temp + phosphate_star	Atlantic	(27,27.25]	-0.9417319	-0.9639590	-0.9282194
temp + phosphate_star	Atlantic	(27.25,27.5]	-0.9613943	-0.9871323	-0.9434852
temp + phosphate_star	Atlantic	(27.5,27.75]	-0.9192966	-0.9699076	-0.8831020
temp + phosphate_star	Atlantic	(27.75,27.85]	-0.9492646	-0.9916420	-0.9145863
temp + phosphate_star	Atlantic	(27.85,27.95]	-0.9377058	-0.9415881	-0.9326728
temp + phosphate_star	Atlantic	(27.95,28.05]	-0.9113469	-0.9264415	-0.8828520
temp + phosphate_star	Atlantic	(28.05,28.1]	-0.9563574	-0.9659773	-0.9426614
temp + phosphate_star	Atlantic	(28.1,28.15]	-0.9055093	-0.9071751	-0.9028393
temp + phosphate_star	Atlantic	(28.15,28.2]	-0.9818233	-0.9896487	-0.9776334
temp + phosphate_star	Atlantic	(28.2, Inf]	-0.9688190	-0.9894754	-0.9392769
temp + phosphate_star	Indian	(-Inf,26]	-0.8385406	-0.8795974	-0.7993945
temp + phosphate_star	Indian	(26,26.5]	-0.7845167	-0.8952092	-0.6860610
temp + phosphate_star	Indian	(26.5,26.75]	-0.7550146	-0.9009130	-0.6728813
temp + phosphate_star	Indian	(26.75,27]	-0.7982375	-0.9186675	-0.7148340
temp + phosphate_star	Indian	(27,27.25]	-0.7780350	-0.8376458	-0.7271522
temp + phosphate_star	Indian	(27.25,27.5]	-0.7594661	-0.8159885	-0.6932857
temp + phosphate_star	Indian	(27.5,27.75]	-0.6256739	-0.6433284	-0.6018383
temp + phosphate_star	Indian	(27.75,27.85]	-0.6199715	-0.6858198	-0.5258967
temp + phosphate_star	Indian	(27.85,27.95]	-0.6947334	-0.7718098	-0.5983698
temp + phosphate_star	Indian	(27.95,28.05]	-0.9367839	-0.9508881	-0.9169168
temp + phosphate_star	Indian	(28.05,28.1]	-0.8937042	-0.9196508	-0.8654566
temp + phosphate_star	Indian	(28.1,28.2]	-0.6986649	-0.7808538	-0.5632801
temp + phosphate_star	Indian	(28.2,28.3]	-0.0577282	-0.1986736	0.0356681
temp + phosphate_star	Indian	(28.3, Inf]	0.0415436	-0.5131557	0.5962429
temp + phosphate_star	N_Atlantic	(-Inf,26]	-0.9658403	-0.9940218	-0.9398136
temp + phosphate_star	N_Atlantic	(26,26.5]	-0.8596296	-0.9669292	-0.7489538
temp + phosphate_star	N_Atlantic	(26.5,26.75]	-0.9421532	-0.9466662	-0.9352822
temp + phosphate_star	N_Atlantic	(26.75,27]	-0.9554589	-0.9596433	-0.9495294
temp + phosphate_star	N_Atlantic	(27,27.25]	-0.9679511	-0.9843372	-0.9377675
temp + phosphate_star	N_Atlantic	(27.25,27.5]	-0.9596134	-0.9755241	-0.9503376
temp + phosphate_star	N_Atlantic	(27.5,27.75]	-0.9249780	-0.9608578	-0.8639796
temp + phosphate_star	N_Atlantic	(27.75,27.85]	-0.9274944	-0.9696654	-0.8805639
temp + phosphate_star	N_Atlantic	(27.85,27.95]	-0.8881183	-0.9318140	-0.8114863
temp + phosphate_star	N_Atlantic	(27.95,28.05]	-0.8412759	-0.8446233	-0.8366072
temp + phosphate_star	N_Atlantic	(28.05,28.1]	-0.6487967	-0.7016236	-0.6061610
temp + phosphate_star	N_Atlantic	(28.1,28.15]	-0.3757117	-0.4200785	-0.3014623
temp + phosphate_star	N_Atlantic	(28.15,28.2]	-0.2201437	-0.4594821	-0.1001783
temp + phosphate_star	N_Atlantic	(28.2, Inf]	-0.8296835	-0.8554115	-0.8085122
temp + phosphate_star	N_Pacific	(-Inf,26]	-0.9802891	-0.9894804	-0.9631037
temp + phosphate_star	N_Pacific	(26,26.5]	-0.8650248	-0.9545089	-0.8120955
temp + phosphate_star	N_Pacific	(26.5,26.75]	-0.8405515	-0.9460505	-0.7876879
temp + phosphate_star	N_Pacific	(26.75,27]	-0.6711559	-0.8555755	-0.5033014
temp + phosphate_star	N_Pacific	(27,27.25]	-0.4720120	-0.7477390	-0.2756624
temp + phosphate_star	N_Pacific	(27.25,27.5]	0.2252117	0.0429043	0.3370789
temp + phosphate_star	N_Pacific	(27.5,27.75]	0.6495637	0.5789164	0.7080689
temp + phosphate_star	N_Pacific	(27.75,27.85]	0.6212203	0.5384393	0.6760059
temp + phosphate_star	N_Pacific	(27.85,27.95]	0.6241448	0.5634281	0.6852247
temp + phosphate_star	N_Pacific	(27.95,28.05]	0.4923030	0.4448997	0.5287126
temp + phosphate_star	N_Pacific	(28.05,28.1]	0.0685683	-0.0999076	0.1812272
temp + phosphate_star	N_Pacific	(28.1,28.2]	-0.7584607	-0.8446479	-0.6817054
temp + phosphate_star	N_Pacific	(28.2,28.3]	0.5981517	0.5396069	0.6521210
temp + phosphate_star	Pacific	(-Inf,26]	-0.8157431	-0.8442332	-0.7640760
temp + phosphate_star	Pacific	(26,26.5]	-0.7714979	-0.8202361	-0.6848727
temp + phosphate_star	Pacific	(26.5,26.75]	-0.6012116	-0.6972403	-0.4167542
temp + phosphate_star	Pacific	(26.75,27]	-0.3954687	-0.5019015	-0.1978350
temp + phosphate_star	Pacific	(27,27.25]	-0.1083289	-0.2445374	0.0582665
temp + phosphate_star	Pacific	(27.25,27.5]	0.1478934	0.0706081	0.2064169
temp + phosphate_star	Pacific	(27.5,27.75]	0.2144596	0.1549563	0.2680610
temp + phosphate_star	Pacific	(27.75,27.85]	0.2628275	0.1693200	0.3379328
temp + phosphate_star	Pacific	(27.85,27.95]	0.1494035	0.0659291	0.2916064
temp + phosphate_star	Pacific	(27.95,28.05]	-0.2249219	-0.3531141	-0.0356194
temp + phosphate_star	Pacific	(28.05,28.1]	-0.5243730	-0.6145447	-0.3817347
temp + phosphate_star	Pacific	(28.1,28.2]	-0.3633106	-0.4473778	-0.3009967
temp + phosphate_star	Pacific	(28.2,28.3]	-0.1536421	-0.2867569	0.0723382
temp + phosphate_star	SO	(-Inf,26]	-0.7022535	-0.9999664	-0.3145003
temp + phosphate_star	SO	(26,26.5]	-0.8549820	-0.9086577	-0.7547481
temp + phosphate_star	SO	(26.5,26.75]	-0.9194601	-0.9372636	-0.9046417
temp + phosphate_star	SO	(26.75,27]	-0.9720278	-0.9898675	-0.9562970
temp + phosphate_star	SO	(27,27.25]	-0.9809182	-0.9926212	-0.9744490
temp + phosphate_star	SO	(27.25,27.5]	-0.9801289	-0.9813966	-0.9779279
temp + phosphate_star	SO	(27.5,27.75]	-0.9265617	-0.9476030	-0.9069145
temp + phosphate_star	SO	(27.75,27.85]	-0.8834886	-0.8887516	-0.8763205
temp + phosphate_star	SO	(27.85,27.95]	-0.9465722	-0.9502702	-0.9438503
temp + phosphate_star	SO	(27.95,28.05]	-0.9743624	-0.9780586	-0.9723249
temp + phosphate_star	SO	(28.05,28.1]	-0.9579670	-0.9593803	-0.9564948
temp + phosphate_star	SO	(28.1,28.15]	-0.9913341	-0.9962076	-0.9870478
temp + phosphate_star	SO	(28.1,28.2]	-0.7850681	-0.8505703	-0.6559061
temp + phosphate_star	SO	(28.15,28.2]	-0.9541348	-0.9717123	-0.9326480
temp + phosphate_star	SO	(28.2, Inf]	-0.6819503	-0.7282763	-0.5904618
temp + phosphate_star	SO	(28.2,28.3]	-0.3879554	-0.5545761	-0.1750748
temp + phosphate_star	SO	(28.3, Inf]	-0.1284756	-0.3272819	0.1403037
temp + silicate	Atlantic	(-Inf,26]	-0.5237664	-0.5626647	-0.4844150
temp + silicate	Atlantic	(26,26.5]	-0.4531369	-0.5435561	-0.3346127
temp + silicate	Atlantic	(26.5,26.75]	-0.6233506	-0.7055414	-0.4729428
temp + silicate	Atlantic	(26.75,27]	-0.7660803	-0.8628160	-0.6523214
temp + silicate	Atlantic	(27,27.25]	-0.6495802	-0.7021674	-0.5728289
temp + silicate	Atlantic	(27.25,27.5]	-0.6052863	-0.6631869	-0.5708693
temp + silicate	Atlantic	(27.5,27.75]	-0.7688269	-0.7840336	-0.7524967
temp + silicate	Atlantic	(27.75,27.85]	-0.7505826	-0.7687813	-0.7245256
temp + silicate	Atlantic	(27.85,27.95]	-0.5719783	-0.6363318	-0.4630334
temp + silicate	Atlantic	(27.95,28.05]	-0.8604423	-0.8784920	-0.8434490
temp + silicate	Atlantic	(28.05,28.1]	-0.7631357	-0.8115408	-0.7141845
temp + silicate	Atlantic	(28.1,28.15]	-0.4778899	-0.4872420	-0.4685358
temp + silicate	Atlantic	(28.15,28.2]	-0.9070629	-0.9351639	-0.8646933
temp + silicate	Atlantic	(28.2, Inf]	-0.8366792	-0.8854328	-0.7553195
temp + silicate	Indian	(-Inf,26]	-0.6576109	-0.6813733	-0.6170996
temp + silicate	Indian	(26,26.5]	-0.4918941	-0.6499873	-0.3059476
temp + silicate	Indian	(26.5,26.75]	-0.4990137	-0.7503320	-0.3088065
temp + silicate	Indian	(26.75,27]	-0.4189209	-0.7569958	-0.2165187
temp + silicate	Indian	(27,27.25]	-0.0650506	-0.4281749	0.1181460
temp + silicate	Indian	(27.25,27.5]	0.2454410	-0.0000324	0.3756417
temp + silicate	Indian	(27.5,27.75]	0.3993332	0.3475575	0.4615199
temp + silicate	Indian	(27.75,27.85]	0.5020102	0.4392235	0.5676788
temp + silicate	Indian	(27.85,27.95]	-0.0932648	-0.2295703	0.0261802
temp + silicate	Indian	(27.95,28.05]	-0.6282570	-0.7059021	-0.5401051
temp + silicate	Indian	(28.05,28.1]	-0.5433821	-0.6569986	-0.4339788
temp + silicate	Indian	(28.1,28.2]	-0.0243955	-0.1143074	0.1307851
temp + silicate	Indian	(28.2,28.3]	0.5238343	0.4368387	0.5792981
temp + silicate	Indian	(28.3, Inf]	0.5409569	0.4881886	0.5937252
temp + silicate	N_Atlantic	(-Inf,26]	-0.8113694	-0.9996071	-0.5800562
temp + silicate	N_Atlantic	(26,26.5]	-0.4064546	-0.7143943	0.1711580
temp + silicate	N_Atlantic	(26.5,26.75]	-0.7875062	-0.8476571	-0.7063079
temp + silicate	N_Atlantic	(26.75,27]	-0.8404696	-0.8886058	-0.7683016
temp + silicate	N_Atlantic	(27,27.25]	-0.8311870	-0.8898118	-0.7273298
temp + silicate	N_Atlantic	(27.25,27.5]	-0.7342746	-0.7385176	-0.7299606
temp + silicate	N_Atlantic	(27.5,27.75]	-0.4943707	-0.6119512	-0.4294478
temp + silicate	N_Atlantic	(27.75,27.85]	-0.1311051	-0.2945778	-0.0255498
temp + silicate	N_Atlantic	(27.85,27.95]	0.1563166	-0.0016787	0.3462524
temp + silicate	N_Atlantic	(27.95,28.05]	-0.2748042	-0.4799298	-0.0360727
temp + silicate	N_Atlantic	(28.05,28.1]	-0.0699937	-0.1136897	-0.0408288
temp + silicate	N_Atlantic	(28.1,28.15]	0.1845337	0.1041105	0.3062266
temp + silicate	N_Atlantic	(28.15,28.2]	-0.1086820	-0.3618793	0.0542391
temp + silicate	N_Atlantic	(28.2, Inf]	-0.4179881	-0.8512122	-0.1164796
temp + silicate	N_Pacific	(-Inf,26]	-0.9211127	-0.9478157	-0.9006196
temp + silicate	N_Pacific	(26,26.5]	-0.6009663	-0.7635145	-0.4499854
temp + silicate	N_Pacific	(26.5,26.75]	-0.4314083	-0.6884187	-0.2107062
temp + silicate	N_Pacific	(26.75,27]	-0.0711806	-0.3080680	0.0927828
temp + silicate	N_Pacific	(27,27.25]	0.1437822	-0.0546665	0.2641780
temp + silicate	N_Pacific	(27.25,27.5]	0.1693774	0.0264966	0.2436059
temp + silicate	N_Pacific	(27.5,27.75]	0.1634671	0.1121415	0.1970715
temp + silicate	N_Pacific	(27.75,27.85]	0.1924017	0.0850663	0.2823875
temp + silicate	N_Pacific	(27.85,27.95]	0.2892428	0.2161427	0.3883070
temp + silicate	N_Pacific	(27.95,28.05]	0.3037151	0.2456292	0.3517518
temp + silicate	N_Pacific	(28.05,28.1]	0.2778424	0.1061233	0.3988032
temp + silicate	N_Pacific	(28.1,28.2]	-0.2726076	-0.4014647	-0.1953520
temp + silicate	N_Pacific	(28.2,28.3]	0.7047716	0.6020674	0.8009955
temp + silicate	Pacific	(-Inf,26]	-0.7252925	-0.7489847	-0.6833695
temp + silicate	Pacific	(26,26.5]	-0.7116846	-0.7671658	-0.6190291
temp + silicate	Pacific	(26.5,26.75]	-0.6384012	-0.7461995	-0.4516520
temp + silicate	Pacific	(26.75,27]	-0.5551605	-0.6746753	-0.3413157
temp + silicate	Pacific	(27,27.25]	-0.5211091	-0.6533267	-0.2842488
temp + silicate	Pacific	(27.25,27.5]	-0.3446799	-0.4902148	-0.1212816
temp + silicate	Pacific	(27.5,27.75]	-0.2265368	-0.3304087	-0.0864218
temp + silicate	Pacific	(27.75,27.85]	-0.0554417	-0.2216805	0.0855185
temp + silicate	Pacific	(27.85,27.95]	-0.1237283	-0.2529967	0.0372134
temp + silicate	Pacific	(27.95,28.05]	-0.1100502	-0.2713355	0.0093145
temp + silicate	Pacific	(28.05,28.1]	0.3024929	0.1716432	0.3681900
temp + silicate	Pacific	(28.1,28.2]	0.3214925	0.2367055	0.3664811
temp + silicate	Pacific	(28.2,28.3]	0.3012065	0.2354706	0.3777966
temp + silicate	SO	(-Inf,26]	-0.0043555	-0.9997871	0.6693706
temp + silicate	SO	(26,26.5]	-0.2740948	-0.5063144	0.0492625
temp + silicate	SO	(26.5,26.75]	-0.4554061	-0.6618120	-0.2445784
temp + silicate	SO	(26.75,27]	-0.5677662	-0.7038954	-0.4503141
temp + silicate	SO	(27,27.25]	-0.1503944	-0.2790885	-0.0059152
temp + silicate	SO	(27.25,27.5]	0.1018440	0.0833040	0.1253772
temp + silicate	SO	(27.5,27.75]	0.4524277	0.3659980	0.5565217
temp + silicate	SO	(27.75,27.85]	0.4821884	0.4492826	0.5055447
temp + silicate	SO	(27.85,27.95]	0.2919805	0.2177002	0.3601883
temp + silicate	SO	(27.95,28.05]	0.0486020	-0.0439968	0.1081125
temp + silicate	SO	(28.05,28.1]	0.3573749	0.3437800	0.3765395
temp + silicate	SO	(28.1,28.15]	0.9127204	0.9047630	0.9186020
temp + silicate	SO	(28.1,28.2]	0.4549167	0.3961993	0.5219859
temp + silicate	SO	(28.15,28.2]	0.8659674	0.8201820	0.9248489
temp + silicate	SO	(28.2, Inf]	-0.3592702	-0.4608807	-0.1805234
temp + silicate	SO	(28.2,28.3]	0.1603881	-0.1607872	0.4271531
temp + silicate	SO	(28.3, Inf]	0.2495456	0.1756078	0.3285751

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
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]	-0.0581962	-0.2121522	0.2209010
aou	Atlantic	(26,26.5]	-0.4918423	-0.6379082	-0.3248648
aou	Atlantic	(26.5,26.75]	-0.0455269	-0.3373211	0.1555594
aou	Atlantic	(26.75,27]	0.0489365	-0.1797091	0.2390385
aou	Atlantic	(27,27.25]	0.3631238	0.2461884	0.4667121
aou	Atlantic	(27.25,27.5]	0.7473007	0.7099093	0.7924601
aou	Atlantic	(27.5,27.75]	0.8218667	0.7714051	0.8726714
aou	Atlantic	(27.75,27.85]	0.5243091	0.0091383	0.8644011
aou	Atlantic	(27.85,27.95]	-0.0224567	-0.5087558	0.3774043
aou	Atlantic	(27.95,28.05]	-0.4084917	-0.6917878	-0.2154488
aou	Atlantic	(28.05,28.1]	-0.7323636	-0.8469725	-0.5888639
aou	Atlantic	(28.1,28.15]	-0.7719913	-0.8300840	-0.7407334
aou	Atlantic	(28.15,28.2]	-0.9125139	-0.9257152	-0.9035247
aou	Atlantic	(28.2, Inf]	-0.8069504	-0.9499785	-0.6318311
aou	Indian	(-Inf,26]	-0.5106082	-0.5982404	-0.4602114
aou	Indian	(26,26.5]	-0.8420348	-0.8597904	-0.8208185
aou	Indian	(26.5,26.75]	-0.9012089	-0.9207863	-0.8688977
aou	Indian	(26.75,27]	-0.8410801	-0.8939966	-0.7503233
aou	Indian	(27,27.25]	-0.2534414	-0.4486953	0.0664904
aou	Indian	(27.25,27.5]	0.7149696	0.5463310	0.8203483
aou	Indian	(27.5,27.75]	0.9451851	0.9037250	0.9675376
aou	Indian	(27.75,27.85]	0.9635587	0.9348422	0.9846331
aou	Indian	(27.85,27.95]	0.9654799	0.9621784	0.9719421
aou	Indian	(27.95,28.05]	0.8558314	0.8255943	0.8865466
aou	Indian	(28.05,28.1]	0.9220335	0.8873604	0.9396019
aou	Indian	(28.1,28.2]	0.8328778	0.7824240	0.9046059
aou	Indian	(28.2,28.3]	0.4535320	0.3508623	0.6429048
aou	Indian	(28.3, Inf]	-0.7052538	-0.8283143	-0.5821932
aou	N_Atlantic	(-Inf,26]	0.0866031	-0.2928637	0.5194900
aou	N_Atlantic	(26,26.5]	-0.6314085	-0.7322300	-0.5111695
aou	N_Atlantic	(26.5,26.75]	-0.7186551	-0.8842571	-0.6186719
aou	N_Atlantic	(26.75,27]	-0.5175330	-0.6864316	-0.2453716
aou	N_Atlantic	(27,27.25]	-0.3555564	-0.4387637	-0.3045313
aou	N_Atlantic	(27.25,27.5]	-0.4114455	-0.4725906	-0.3729495
aou	N_Atlantic	(27.5,27.75]	-0.5827184	-0.6778187	-0.4448272
aou	N_Atlantic	(27.75,27.85]	-0.7364666	-0.8567629	-0.6593690
aou	N_Atlantic	(27.85,27.95]	-0.6811532	-0.6976609	-0.6624420
aou	N_Atlantic	(27.95,28.05]	-0.3399024	-0.5379643	-0.1599733
aou	N_Atlantic	(28.05,28.1]	-0.5653423	-0.6891592	-0.4932738
aou	N_Atlantic	(28.1,28.15]	-0.5565757	-0.6198095	-0.5139308
aou	N_Atlantic	(28.15,28.2]	0.4478704	0.3777503	0.5234507
aou	N_Atlantic	(28.2, Inf]	-0.6633497	-0.7764176	-0.4620226
aou	N_Pacific	(-Inf,26]	-0.1320365	-0.3301863	0.0176167
aou	N_Pacific	(26,26.5]	0.3738945	0.1719209	0.5323283
aou	N_Pacific	(26.5,26.75]	0.4892421	0.3181568	0.6249558
aou	N_Pacific	(26.75,27]	0.7846026	0.6727811	0.8608648
aou	N_Pacific	(27,27.25]	0.9117232	0.9029961	0.9226161
aou	N_Pacific	(27.25,27.5]	0.8978200	0.8696179	0.9436815
aou	N_Pacific	(27.5,27.75]	0.8068853	0.7426478	0.8618100
aou	N_Pacific	(27.75,27.85]	0.9032383	0.8771766	0.9265510
aou	N_Pacific	(27.85,27.95]	0.9014325	0.8916318	0.9201045
aou	N_Pacific	(27.95,28.05]	0.8028317	0.7888063	0.8281141
aou	N_Pacific	(28.05,28.1]	0.8862193	0.8574793	0.9059963
aou	N_Pacific	(28.1,28.2]	0.7078774	0.6748161	0.7255878
aou	N_Pacific	(28.2,28.3]	0.4650219	0.3424849	0.5870095
aou	Pacific	(-Inf,26]	0.0096155	-0.0308171	0.0689937
aou	Pacific	(26,26.5]	-0.4072217	-0.6030549	-0.1693816
aou	Pacific	(26.5,26.75]	-0.1649283	-0.4564574	0.1755421
aou	Pacific	(26.75,27]	0.1232520	-0.1710493	0.4682334
aou	Pacific	(27,27.25]	0.4945541	0.3534340	0.7217006
aou	Pacific	(27.25,27.5]	0.7423698	0.6849930	0.8437469
aou	Pacific	(27.5,27.75]	0.8883199	0.8632242	0.9344224
aou	Pacific	(27.75,27.85]	0.9533729	0.9434654	0.9706290
aou	Pacific	(27.85,27.95]	0.9733111	0.9674894	0.9816243
aou	Pacific	(27.95,28.05]	0.9873841	0.9850330	0.9903114
aou	Pacific	(28.05,28.1]	0.9952283	0.9938283	0.9964135
aou	Pacific	(28.1,28.2]	0.9530964	0.9452282	0.9617368
aou	Pacific	(28.2,28.3]	-0.3173180	-0.4239685	-0.1147592
aou	SO	(-Inf,26]	-0.6662382	-0.9106819	-0.2811765
aou	SO	(26,26.5]	-0.3385211	-0.5690355	-0.0433966
aou	SO	(26.5,26.75]	-0.2320292	-0.3252528	-0.0737570
aou	SO	(26.75,27]	-0.1192444	-0.2253953	-0.0177193
aou	SO	(27,27.25]	0.0008410	-0.0495430	0.0882328
aou	SO	(27.25,27.5]	-0.2477199	-0.4422957	0.0867270
aou	SO	(27.5,27.75]	-0.1973355	-0.5791290	0.2761099
aou	SO	(27.75,27.85]	-0.1142106	-0.3459673	0.2110115
aou	SO	(27.85,27.95]	-0.1847736	-0.3447639	0.0625501
aou	SO	(27.95,28.05]	0.0837047	-0.0505818	0.1617493
aou	SO	(28.05,28.1]	0.2704434	-0.0162185	0.4651708
aou	SO	(28.1,28.15]	-0.5558366	-0.8311959	-0.3951151
aou	SO	(28.1,28.2]	-0.1640420	-0.2055856	-0.1005592
aou	SO	(28.15,28.2]	-0.7200826	-0.8490941	-0.6469084
aou	SO	(28.2, Inf]	-0.6064041	-0.7249834	-0.4517067
aou	SO	(28.2,28.3]	-0.5393025	-0.6081666	-0.4128316
aou	SO	(28.3, Inf]	0.0042509	-0.2557220	0.2925147
nitrate	Atlantic	(-Inf,26]	0.0568073	-0.1635367	0.2963647
nitrate	Atlantic	(26,26.5]	-0.4353098	-0.6119973	-0.2607615
nitrate	Atlantic	(26.5,26.75]	-0.0011944	-0.2577874	0.1634052
nitrate	Atlantic	(26.75,27]	0.0549387	-0.1595963	0.2423310
nitrate	Atlantic	(27,27.25]	0.2858776	0.1846925	0.4349721
nitrate	Atlantic	(27.25,27.5]	0.4803295	0.3369756	0.6226631
nitrate	Atlantic	(27.5,27.75]	0.1768584	-0.0889590	0.5815147
nitrate	Atlantic	(27.75,27.85]	-0.1111851	-0.4824114	0.2323503
nitrate	Atlantic	(27.85,27.95]	-0.2096326	-0.6624272	0.2070978
nitrate	Atlantic	(27.95,28.05]	-0.4810004	-0.7265128	-0.2746969
nitrate	Atlantic	(28.05,28.1]	-0.7695530	-0.8793126	-0.6286376
nitrate	Atlantic	(28.1,28.15]	-0.8177863	-0.8706086	-0.7903604
nitrate	Atlantic	(28.15,28.2]	-0.9163986	-0.9212914	-0.9122787
nitrate	Atlantic	(28.2, Inf]	-0.9020122	-0.9731313	-0.8094990
nitrate	Indian	(-Inf,26]	-0.5130635	-0.6113943	-0.4474250
nitrate	Indian	(26,26.5]	-0.8422098	-0.8499073	-0.8375657
nitrate	Indian	(26.5,26.75]	-0.8559068	-0.9216224	-0.8113961
nitrate	Indian	(26.75,27]	-0.7998562	-0.9256591	-0.7256583
nitrate	Indian	(27,27.25]	-0.3857076	-0.6517779	-0.1541504
nitrate	Indian	(27.25,27.5]	0.6192379	0.4411203	0.7154112
nitrate	Indian	(27.5,27.75]	0.9219482	0.8750308	0.9461889
nitrate	Indian	(27.75,27.85]	0.9616847	0.9258932	0.9873108
nitrate	Indian	(27.85,27.95]	0.9735363	0.9578210	0.9890497
nitrate	Indian	(27.95,28.05]	0.8982737	0.8395466	0.9466371
nitrate	Indian	(28.05,28.1]	0.9348571	0.8888276	0.9610924
nitrate	Indian	(28.1,28.2]	0.8640614	0.8209394	0.9044058
nitrate	Indian	(28.2,28.3]	0.4728413	0.3637724	0.6656196
nitrate	Indian	(28.3, Inf]	0.1304192	-0.7182609	0.9790993
nitrate	N_Atlantic	(-Inf,26]	0.2289766	-0.0247846	0.5609201
nitrate	N_Atlantic	(26,26.5]	-0.5047957	-0.6976872	-0.3575165
nitrate	N_Atlantic	(26.5,26.75]	-0.7510518	-0.9100889	-0.5606781
nitrate	N_Atlantic	(26.75,27]	-0.6386562	-0.7466055	-0.4414476
nitrate	N_Atlantic	(27,27.25]	-0.5666454	-0.6106131	-0.5429119
nitrate	N_Atlantic	(27.25,27.5]	-0.7244962	-0.7463368	-0.7023764
nitrate	N_Atlantic	(27.5,27.75]	-0.9154500	-0.9335605	-0.8998557
nitrate	N_Atlantic	(27.75,27.85]	-0.9003933	-0.9473868	-0.8632296
nitrate	N_Atlantic	(27.85,27.95]	-0.7984703	-0.8424854	-0.7418807
nitrate	N_Atlantic	(27.95,28.05]	-0.8639291	-0.8831257	-0.8299387
nitrate	N_Atlantic	(28.05,28.1]	-0.9244368	-0.9331791	-0.9197035
nitrate	N_Atlantic	(28.1,28.15]	-0.8965875	-0.9084371	-0.8786020
nitrate	N_Atlantic	(28.15,28.2]	-0.9392647	-0.9472122	-0.9259539
nitrate	N_Atlantic	(28.2, Inf]	-0.1630665	-0.7062686	0.4588603
nitrate	N_Pacific	(-Inf,26]	-0.7348638	-0.8104738	-0.6488845
nitrate	N_Pacific	(26,26.5]	-0.4617477	-0.5126047	-0.3685039
nitrate	N_Pacific	(26.5,26.75]	-0.5205638	-0.5675595	-0.4943968
nitrate	N_Pacific	(26.75,27]	-0.4649560	-0.6539935	-0.2572897
nitrate	N_Pacific	(27,27.25]	-0.4315125	-0.7369739	-0.0304141
nitrate	N_Pacific	(27.25,27.5]	-0.7074992	-0.8476299	-0.5417289
nitrate	N_Pacific	(27.5,27.75]	-0.8836942	-0.8881273	-0.8775189
nitrate	N_Pacific	(27.75,27.85]	-0.5805829	-0.6784997	-0.4644948
nitrate	N_Pacific	(27.85,27.95]	0.5915410	0.4973112	0.6753362
nitrate	N_Pacific	(27.95,28.05]	0.8260252	0.8145598	0.8444822
nitrate	N_Pacific	(28.05,28.1]	0.9332850	0.9274822	0.9380621
nitrate	N_Pacific	(28.1,28.2]	0.8466114	0.8169351	0.8690501
nitrate	N_Pacific	(28.2,28.3]	0.5948588	0.4658874	0.7420002
nitrate	Pacific	(-Inf,26]	0.0096008	-0.0210682	0.0277745
nitrate	Pacific	(26,26.5]	-0.6921954	-0.8223259	-0.5187189
nitrate	Pacific	(26.5,26.75]	-0.7891513	-0.8666205	-0.7011773
nitrate	Pacific	(26.75,27]	-0.8629687	-0.8774427	-0.8472821
nitrate	Pacific	(27,27.25]	-0.9463311	-0.9561538	-0.9377521
nitrate	Pacific	(27.25,27.5]	-0.9517400	-0.9585024	-0.9385686
nitrate	Pacific	(27.5,27.75]	-0.9333496	-0.9536969	-0.9121022
nitrate	Pacific	(27.75,27.85]	-0.8757609	-0.9253147	-0.8159295
nitrate	Pacific	(27.85,27.95]	-0.7029591	-0.7810724	-0.6102290
nitrate	Pacific	(27.95,28.05]	0.3352286	0.1979644	0.4298729
nitrate	Pacific	(28.05,28.1]	0.9422336	0.9252721	0.9597850
nitrate	Pacific	(28.1,28.2]	0.9684611	0.9589205	0.9785521
nitrate	Pacific	(28.2,28.3]	-0.1841230	-0.2832774	0.0032539
nitrate	SO	(-Inf,26]	-0.5691092	-0.9974122	-0.2879255
nitrate	SO	(26,26.5]	-0.5025084	-0.5577784	-0.4566834
nitrate	SO	(26.5,26.75]	-0.5581173	-0.6726100	-0.4917239
nitrate	SO	(26.75,27]	-0.6413355	-0.7152147	-0.5207007
nitrate	SO	(27,27.25]	-0.4769695	-0.5149430	-0.4025398
nitrate	SO	(27.25,27.5]	-0.6656941	-0.7568035	-0.5209993
nitrate	SO	(27.5,27.75]	-0.5257555	-0.5796007	-0.4893284
nitrate	SO	(27.75,27.85]	-0.1368391	-0.2097363	-0.0543149
nitrate	SO	(27.85,27.95]	0.3641210	0.2475088	0.4994260
nitrate	SO	(27.95,28.05]	0.3622676	0.1670496	0.5683237
nitrate	SO	(28.05,28.1]	0.4269203	0.2905523	0.5397272
nitrate	SO	(28.1,28.15]	0.1438316	-0.6233892	0.5843164
nitrate	SO	(28.1,28.2]	0.1988793	0.1718732	0.2202870
nitrate	SO	(28.15,28.2]	0.0329553	-0.4945302	0.3280099
nitrate	SO	(28.2, Inf]	0.4854853	0.2887573	0.6840414
nitrate	SO	(28.2,28.3]	0.1214198	-0.0267591	0.2331728
nitrate	SO	(28.3, Inf]	-0.0727401	-0.1615378	0.0960036
phosphate	Atlantic	(-Inf,26]	0.1151290	-0.1371740	0.3713246
phosphate	Atlantic	(26,26.5]	-0.4148928	-0.5954873	-0.2342571
phosphate	Atlantic	(26.5,26.75]	-0.0091635	-0.2827375	0.1727323
phosphate	Atlantic	(26.75,27]	-0.0007637	-0.2559662	0.2043177
phosphate	Atlantic	(27,27.25]	0.2623451	0.1134452	0.4154506
phosphate	Atlantic	(27.25,27.5]	0.6614295	0.6327841	0.7062896
phosphate	Atlantic	(27.5,27.75]	0.7162917	0.6059541	0.7767001
phosphate	Atlantic	(27.75,27.85]	0.3374809	-0.3918268	0.7909144
phosphate	Atlantic	(27.85,27.95]	-0.0941408	-0.5865635	0.3216143
phosphate	Atlantic	(27.95,28.05]	-0.5036434	-0.7517119	-0.3059562
phosphate	Atlantic	(28.05,28.1]	-0.7884235	-0.8914373	-0.6549905
phosphate	Atlantic	(28.1,28.15]	-0.8298804	-0.8793213	-0.8045611
phosphate	Atlantic	(28.15,28.2]	-0.9184620	-0.9227916	-0.9149941
phosphate	Atlantic	(28.2, Inf]	-0.8917120	-0.9727435	-0.7873497
phosphate	Indian	(-Inf,26]	-0.5624567	-0.6546633	-0.5035036
phosphate	Indian	(26,26.5]	-0.8889380	-0.9130823	-0.8598076
phosphate	Indian	(26.5,26.75]	-0.9319117	-0.9519578	-0.9036553
phosphate	Indian	(26.75,27]	-0.8803423	-0.9226276	-0.8051582
phosphate	Indian	(27,27.25]	-0.3672373	-0.5489054	-0.0641785
phosphate	Indian	(27.25,27.5]	0.6118957	0.4044362	0.7426757
phosphate	Indian	(27.5,27.75]	0.9228690	0.8685548	0.9502345
phosphate	Indian	(27.75,27.85]	0.9559257	0.9192185	0.9824388
phosphate	Indian	(27.85,27.95]	0.9679705	0.9590302	0.9791851
phosphate	Indian	(27.95,28.05]	0.8812163	0.8322846	0.9238102
phosphate	Indian	(28.05,28.1]	0.9325437	0.8910931	0.9551711
phosphate	Indian	(28.1,28.2]	0.8637364	0.8219684	0.9121736
phosphate	Indian	(28.2,28.3]	0.4977853	0.4018377	0.6794534
phosphate	Indian	(28.3, Inf]	0.1351707	-0.7154827	0.9858241
phosphate	N_Atlantic	(-Inf,26]	0.2120542	-0.0274534	0.5555045
phosphate	N_Atlantic	(26,26.5]	-0.5015738	-0.6982211	-0.3539793
phosphate	N_Atlantic	(26.5,26.75]	-0.7555534	-0.9122786	-0.5659723
phosphate	N_Atlantic	(26.75,27]	-0.6663043	-0.7646886	-0.4852501
phosphate	N_Atlantic	(27,27.25]	-0.6149796	-0.6510763	-0.5907930
phosphate	N_Atlantic	(27.25,27.5]	-0.7680301	-0.7857098	-0.7537329
phosphate	N_Atlantic	(27.5,27.75]	-0.9288819	-0.9400962	-0.9197061
phosphate	N_Atlantic	(27.75,27.85]	-0.8928173	-0.9426021	-0.8466225
phosphate	N_Atlantic	(27.85,27.95]	-0.7793644	-0.8348564	-0.7160129
phosphate	N_Atlantic	(27.95,28.05]	-0.8405865	-0.8576155	-0.8123171
phosphate	N_Atlantic	(28.05,28.1]	-0.9312790	-0.9382102	-0.9266606
phosphate	N_Atlantic	(28.1,28.15]	-0.8974169	-0.9092473	-0.8805798
phosphate	N_Atlantic	(28.15,28.2]	-0.9277751	-0.9390254	-0.9104297
phosphate	N_Atlantic	(28.2, Inf]	-0.1593701	-0.6648020	0.4324881
phosphate	N_Pacific	(-Inf,26]	-0.6758867	-0.7490465	-0.6113613
phosphate	N_Pacific	(26,26.5]	-0.0444084	-0.2031350	0.1625377
phosphate	N_Pacific	(26.5,26.75]	-0.0231371	-0.1893654	0.1876690
phosphate	N_Pacific	(26.75,27]	0.5251846	0.4825119	0.5603950
phosphate	N_Pacific	(27,27.25]	0.8627522	0.8427845	0.8749056
phosphate	N_Pacific	(27.25,27.5]	0.9163101	0.8794361	0.9558205
phosphate	N_Pacific	(27.5,27.75]	0.8076470	0.7312957	0.8697951
phosphate	N_Pacific	(27.75,27.85]	0.9031329	0.8768014	0.9279301
phosphate	N_Pacific	(27.85,27.95]	0.8886192	0.8790208	0.9059912
phosphate	N_Pacific	(27.95,28.05]	0.7905132	0.7782996	0.8148937
phosphate	N_Pacific	(28.05,28.1]	0.8902274	0.8637162	0.9089794
phosphate	N_Pacific	(28.1,28.2]	0.7669100	0.7327814	0.7856949
phosphate	N_Pacific	(28.2,28.3]	0.5977091	0.4762382	0.7351534
phosphate	Pacific	(-Inf,26]	-0.0137809	-0.0500998	0.0301809
phosphate	Pacific	(26,26.5]	-0.4376113	-0.6257836	-0.1952487
phosphate	Pacific	(26.5,26.75]	-0.1701093	-0.4560007	0.1918735
phosphate	Pacific	(26.75,27]	0.1877663	-0.1023428	0.5615181
phosphate	Pacific	(27,27.25]	0.6647087	0.5504615	0.8675634
phosphate	Pacific	(27.25,27.5]	0.9193359	0.8916149	0.9733109
phosphate	Pacific	(27.5,27.75]	0.9573674	0.9416990	0.9790062
phosphate	Pacific	(27.75,27.85]	0.9770050	0.9700111	0.9867980
phosphate	Pacific	(27.85,27.95]	0.9833641	0.9761191	0.9917710
phosphate	Pacific	(27.95,28.05]	0.9843864	0.9818583	0.9884368
phosphate	Pacific	(28.05,28.1]	0.9922478	0.9903292	0.9948754
phosphate	Pacific	(28.1,28.2]	0.9613925	0.9527347	0.9704729
phosphate	Pacific	(28.2,28.3]	-0.1518989	-0.2434101	0.0234901
phosphate	SO	(-Inf,26]	-0.6433822	-0.9976168	-0.3706660
phosphate	SO	(26,26.5]	-0.5964711	-0.6765289	-0.5489652
phosphate	SO	(26.5,26.75]	-0.5673673	-0.6430604	-0.5153720
phosphate	SO	(26.75,27]	-0.6095604	-0.6680105	-0.5138618
phosphate	SO	(27,27.25]	-0.3987345	-0.4642867	-0.3487022
phosphate	SO	(27.25,27.5]	-0.5527005	-0.6938501	-0.3038497
phosphate	SO	(27.5,27.75]	-0.0784594	-0.4336103	0.3395785
phosphate	SO	(27.75,27.85]	0.0646301	-0.1344013	0.3151474
phosphate	SO	(27.85,27.95]	0.0777451	-0.0347328	0.2176622
phosphate	SO	(27.95,28.05]	0.2782752	0.2044083	0.4035752
phosphate	SO	(28.05,28.1]	0.4043754	0.2301471	0.4983477
phosphate	SO	(28.1,28.15]	0.0524565	-0.6700996	0.4713876
phosphate	SO	(28.1,28.2]	0.2006222	0.1739631	0.2253413
phosphate	SO	(28.15,28.2]	-0.1340905	-0.4506756	0.0591818
phosphate	SO	(28.2, Inf]	0.4962351	0.3048776	0.6904053
phosphate	SO	(28.2,28.3]	0.1720734	-0.0097002	0.3027821
phosphate	SO	(28.3, Inf]	-0.0397724	-0.1305309	0.1258956
phosphate_star	Atlantic	(-Inf,26]	0.3834702	0.1420823	0.5556622
phosphate_star	Atlantic	(26,26.5]	-0.0320107	-0.1846988	0.0948875
phosphate_star	Atlantic	(26.5,26.75]	0.1756081	-0.0007981	0.2939973
phosphate_star	Atlantic	(26.75,27]	-0.1249568	-0.3594846	0.0301269
phosphate_star	Atlantic	(27,27.25]	-0.2023253	-0.3371404	-0.0767800
phosphate_star	Atlantic	(27.25,27.5]	-0.3162093	-0.4118871	-0.2490332
phosphate_star	Atlantic	(27.5,27.75]	-0.0853173	-0.4082306	0.1105411
phosphate_star	Atlantic	(27.75,27.85]	-0.2382948	-0.8413049	0.1460615
phosphate_star	Atlantic	(27.85,27.95]	-0.3797339	-0.6069608	-0.1334389
phosphate_star	Atlantic	(27.95,28.05]	-0.4524308	-0.5436475	-0.2939723
phosphate_star	Atlantic	(28.05,28.1]	-0.7758592	-0.8758669	-0.6412254
phosphate_star	Atlantic	(28.1,28.15]	-0.8732206	-0.9152854	-0.8387745
phosphate_star	Atlantic	(28.15,28.2]	-0.9070140	-0.9108768	-0.9032039
phosphate_star	Atlantic	(28.2, Inf]	-0.9412335	-0.9741862	-0.8929938
phosphate_star	Indian	(-Inf,26]	-0.5553613	-0.6509869	-0.4695395
phosphate_star	Indian	(26,26.5]	-0.8865716	-0.9334243	-0.8521789
phosphate_star	Indian	(26.5,26.75]	-0.9092969	-0.9338703	-0.8749191
phosphate_star	Indian	(26.75,27]	-0.8565921	-0.9261685	-0.7677180
phosphate_star	Indian	(27,27.25]	-0.5819091	-0.7720758	-0.3863763
phosphate_star	Indian	(27.25,27.5]	-0.3203260	-0.3954992	-0.1725341
phosphate_star	Indian	(27.5,27.75]	-0.1851219	-0.2335170	-0.1108028
phosphate_star	Indian	(27.75,27.85]	0.1100749	0.0194827	0.2279297
phosphate_star	Indian	(27.85,27.95]	0.5793002	0.4574778	0.7304057
phosphate_star	Indian	(27.95,28.05]	0.7888322	0.7274871	0.8273503
phosphate_star	Indian	(28.05,28.1]	0.8717479	0.8164566	0.9220907
phosphate_star	Indian	(28.1,28.2]	0.7382857	0.7020944	0.7904825
phosphate_star	Indian	(28.2,28.3]	0.5388136	0.4315995	0.6124554
phosphate_star	Indian	(28.3, Inf]	0.1552601	-0.6855977	0.9961179
phosphate_star	N_Atlantic	(-Inf,26]	0.4062476	0.1074302	0.6039965
phosphate_star	N_Atlantic	(26,26.5]	0.0132298	-0.5233015	0.5007677
phosphate_star	N_Atlantic	(26.5,26.75]	-0.6984495	-0.8792221	-0.3391434
phosphate_star	N_Atlantic	(26.75,27]	-0.8046526	-0.8654424	-0.7354978
phosphate_star	N_Atlantic	(27,27.25]	-0.8774531	-0.9161074	-0.8339020
phosphate_star	N_Atlantic	(27.25,27.5]	-0.8138839	-0.8872542	-0.7759190
phosphate_star	N_Atlantic	(27.5,27.75]	-0.5114670	-0.6754299	-0.3190520
phosphate_star	N_Atlantic	(27.75,27.85]	-0.1879247	-0.4477443	0.1368790
phosphate_star	N_Atlantic	(27.85,27.95]	-0.0652301	-0.1057817	0.0098380
phosphate_star	N_Atlantic	(27.95,28.05]	-0.6883648	-0.7532186	-0.5780241
phosphate_star	N_Atlantic	(28.05,28.1]	-0.8396444	-0.8552920	-0.8161794
phosphate_star	N_Atlantic	(28.1,28.15]	-0.9236317	-0.9441556	-0.8926509
phosphate_star	N_Atlantic	(28.15,28.2]	-0.8126030	-0.8372844	-0.7750611
phosphate_star	N_Atlantic	(28.2, Inf]	0.5936975	0.4197202	0.7312821
phosphate_star	N_Pacific	(-Inf,26]	-0.7585999	-0.8838127	-0.5846455
phosphate_star	N_Pacific	(26,26.5]	-0.6020169	-0.7964850	-0.4808782
phosphate_star	N_Pacific	(26.5,26.75]	-0.7526049	-0.8814115	-0.6551514
phosphate_star	N_Pacific	(26.75,27]	-0.4744534	-0.6633762	-0.2025979
phosphate_star	N_Pacific	(27,27.25]	-0.0067303	-0.3501300	0.3010091
phosphate_star	N_Pacific	(27.25,27.5]	0.7045394	0.5254315	0.8305063
phosphate_star	N_Pacific	(27.5,27.75]	0.8009568	0.6922899	0.8825603
phosphate_star	N_Pacific	(27.75,27.85]	0.8962023	0.8683825	0.9285177
phosphate_star	N_Pacific	(27.85,27.95]	0.8214009	0.7964151	0.8508959
phosphate_star	N_Pacific	(27.95,28.05]	0.7722383	0.7528652	0.7961188
phosphate_star	N_Pacific	(28.05,28.1]	0.7769267	0.7288337	0.8084089
phosphate_star	N_Pacific	(28.1,28.2]	0.2265875	0.0773180	0.3738365
phosphate_star	N_Pacific	(28.2,28.3]	0.8459184	0.7508599	0.9162102
phosphate_star	Pacific	(-Inf,26]	0.0617241	0.0365256	0.1037020
phosphate_star	Pacific	(26,26.5]	-0.5043344	-0.6740054	-0.2634146
phosphate_star	Pacific	(26.5,26.75]	-0.2729806	-0.5407255	0.1014586
phosphate_star	Pacific	(26.75,27]	0.1073309	-0.1814541	0.5136499
phosphate_star	Pacific	(27,27.25]	0.6280736	0.5045201	0.8432998
phosphate_star	Pacific	(27.25,27.5]	0.9140165	0.8865446	0.9642534
phosphate_star	Pacific	(27.5,27.75]	0.9357766	0.9149255	0.9542083
phosphate_star	Pacific	(27.75,27.85]	0.9435251	0.9268105	0.9548792
phosphate_star	Pacific	(27.85,27.95]	0.9243238	0.9134382	0.9304895
phosphate_star	Pacific	(27.95,28.05]	0.8166296	0.8063870	0.8336515
phosphate_star	Pacific	(28.05,28.1]	0.5373454	0.4440998	0.5971033
phosphate_star	Pacific	(28.1,28.2]	0.6191782	0.6038493	0.6397594
phosphate_star	Pacific	(28.2,28.3]	0.5062030	0.4686767	0.5466449
phosphate_star	SO	(-Inf,26]	-0.2156178	-0.9993680	0.3980621
phosphate_star	SO	(26,26.5]	-0.4060572	-0.5104948	-0.2710501
phosphate_star	SO	(26.5,26.75]	-0.5892469	-0.7068423	-0.4258721
phosphate_star	SO	(26.75,27]	-0.8460759	-0.8738457	-0.8256943
phosphate_star	SO	(27,27.25]	-0.7590636	-0.8370537	-0.7018187
phosphate_star	SO	(27.25,27.5]	-0.4483029	-0.7236789	-0.1705832
phosphate_star	SO	(27.5,27.75]	0.4158503	0.0779008	0.6576072
phosphate_star	SO	(27.75,27.85]	0.7763277	0.6059169	0.8664591
phosphate_star	SO	(27.85,27.95]	0.7680036	0.5753960	0.8707630
phosphate_star	SO	(27.95,28.05]	0.5434471	0.2272790	0.7491818
phosphate_star	SO	(28.05,28.1]	0.4080371	0.1421941	0.5783051
phosphate_star	SO	(28.1,28.15]	0.3093869	-0.5672694	0.7885428
phosphate_star	SO	(28.1,28.2]	0.2750200	0.2236324	0.3474588
phosphate_star	SO	(28.15,28.2]	0.2982841	-0.6634594	0.8028145
phosphate_star	SO	(28.2, Inf]	0.5119891	0.3361497	0.6847883
phosphate_star	SO	(28.2,28.3]	0.4567024	0.3646257	0.5219872
phosphate_star	SO	(28.3, Inf]	-0.0153788	-0.1432385	0.1570741
sal	Atlantic	(-Inf,26]	-0.5460372	-0.7190492	-0.3911443
sal	Atlantic	(26,26.5]	-0.4569906	-0.4755923	-0.4310166
sal	Atlantic	(26.5,26.75]	-0.3987745	-0.5533260	-0.2130708
sal	Atlantic	(26.75,27]	-0.0206127	-0.2107879	0.2465709
sal	Atlantic	(27,27.25]	0.2019541	0.0915421	0.2861248
sal	Atlantic	(27.25,27.5]	0.3617136	0.3510415	0.3711193
sal	Atlantic	(27.5,27.75]	0.2941684	0.1867234	0.4279709
sal	Atlantic	(27.75,27.85]	0.4392358	0.1552405	0.8588527
sal	Atlantic	(27.85,27.95]	0.3348822	0.1828457	0.4770461
sal	Atlantic	(27.95,28.05]	0.3486385	0.2458940	0.4170280
sal	Atlantic	(28.05,28.1]	0.7707235	0.6524619	0.8488360
sal	Atlantic	(28.1,28.15]	0.9091133	0.8654741	0.9424002
sal	Atlantic	(28.15,28.2]	0.8892179	0.8824226	0.8960146
sal	Atlantic	(28.2, Inf]	0.9758066	0.9657579	0.9836170
sal	Indian	(-Inf,26]	0.8098262	0.7345173	0.8611700
sal	Indian	(26,26.5]	0.6507297	0.3823190	0.9002562
sal	Indian	(26.5,26.75]	0.5092762	0.2571211	0.8815079
sal	Indian	(26.75,27]	0.4902047	0.2081624	0.9084950
sal	Indian	(27,27.25]	0.3363841	0.0984436	0.7858502
sal	Indian	(27.25,27.5]	0.4920965	0.2831282	0.7420794
sal	Indian	(27.5,27.75]	0.5743094	0.4884977	0.6797798
sal	Indian	(27.75,27.85]	0.5830329	0.5434336	0.6608553
sal	Indian	(27.85,27.95]	-0.0143701	-0.0806717	0.0595546
sal	Indian	(27.95,28.05]	-0.6610087	-0.7501983	-0.5425700
sal	Indian	(28.05,28.1]	-0.7044551	-0.7827056	-0.6237759
sal	Indian	(28.1,28.2]	-0.1386228	-0.3956320	0.2327930
sal	Indian	(28.2,28.3]	-0.1602370	-0.3108269	0.0429544
sal	Indian	(28.3, Inf]	0.1628307	-0.1101767	0.4358380
sal	N_Atlantic	(-Inf,26]	-0.0721837	-0.4021819	0.2863603
sal	N_Atlantic	(26,26.5]	0.2767065	0.0525998	0.6509806
sal	N_Atlantic	(26.5,26.75]	0.7471359	0.4825852	0.8896720
sal	N_Atlantic	(26.75,27]	0.8258929	0.7222783	0.9015833
sal	N_Atlantic	(27,27.25]	0.8721647	0.7642820	0.9325801
sal	N_Atlantic	(27.25,27.5]	0.7580264	0.6727112	0.8199454
sal	N_Atlantic	(27.5,27.75]	0.5130636	0.3025889	0.7352155
sal	N_Atlantic	(27.75,27.85]	0.2211610	0.0959659	0.3000260
sal	N_Atlantic	(27.85,27.95]	-0.1353788	-0.1723430	-0.0722146
sal	N_Atlantic	(27.95,28.05]	0.5067112	0.4320241	0.5668949
sal	N_Atlantic	(28.05,28.1]	0.3243778	0.2401860	0.3827360
sal	N_Atlantic	(28.1,28.15]	0.4376108	0.3140632	0.5272724
sal	N_Atlantic	(28.15,28.2]	0.3760990	0.2537090	0.4896478
sal	N_Atlantic	(28.2, Inf]	-0.5897227	-0.7535606	-0.3212451
sal	N_Pacific	(-Inf,26]	0.6330069	0.4937065	0.7320802
sal	N_Pacific	(26,26.5]	0.8194780	0.7449326	0.8740656
sal	N_Pacific	(26.5,26.75]	0.9291605	0.9058027	0.9525996
sal	N_Pacific	(26.75,27]	0.9120906	0.8648259	0.9422873
sal	N_Pacific	(27,27.25]	0.8434900	0.7922322	0.8727538
sal	N_Pacific	(27.25,27.5]	0.7599161	0.7524795	0.7691165
sal	N_Pacific	(27.5,27.75]	0.7047154	0.6529901	0.7386485
sal	N_Pacific	(27.75,27.85]	0.7176180	0.6924657	0.7505031
sal	N_Pacific	(27.85,27.95]	0.6980655	0.5806904	0.8095754
sal	N_Pacific	(27.95,28.05]	0.6547146	0.5677393	0.7174297
sal	N_Pacific	(28.05,28.1]	0.8982007	0.8466720	0.9536654
sal	N_Pacific	(28.1,28.2]	0.6716232	0.6249142	0.6979983
sal	N_Pacific	(28.2,28.3]	0.5616781	0.4678716	0.6528431
sal	Pacific	(-Inf,26]	0.3198051	0.2621866	0.3734671
sal	Pacific	(26,26.5]	0.7025728	0.6026184	0.7654320
sal	Pacific	(26.5,26.75]	0.8130657	0.7412750	0.8745290
sal	Pacific	(26.75,27]	0.7789064	0.6759721	0.8633995
sal	Pacific	(27,27.25]	0.6824924	0.5980051	0.7805523
sal	Pacific	(27.25,27.5]	0.5333009	0.4848130	0.5994473
sal	Pacific	(27.5,27.75]	0.5165049	0.4674246	0.5572472
sal	Pacific	(27.75,27.85]	0.4783185	0.3685937	0.5552696
sal	Pacific	(27.85,27.95]	0.2967301	0.1794273	0.3711175
sal	Pacific	(27.95,28.05]	0.1881357	0.0459407	0.3327641
sal	Pacific	(28.05,28.1]	0.2771342	0.1385323	0.3475829
sal	Pacific	(28.1,28.2]	0.3886165	0.3262330	0.4210898
sal	Pacific	(28.2,28.3]	-0.4144665	-0.5937761	-0.0664730
sal	SO	(-Inf,26]	-0.2220201	-0.9375976	0.9999953
sal	SO	(26,26.5]	-0.1588928	-0.4653154	-0.0014640
sal	SO	(26.5,26.75]	0.3229107	0.0784241	0.4609646
sal	SO	(26.75,27]	0.7180006	0.6222463	0.8092420
sal	SO	(27,27.25]	0.5830454	0.4989065	0.6736070
sal	SO	(27.25,27.5]	0.1653013	-0.0938474	0.5248653
sal	SO	(27.5,27.75]	-0.4125633	-0.7235826	0.0172885
sal	SO	(27.75,27.85]	-0.5908562	-0.7084155	-0.3662015
sal	SO	(27.85,27.95]	-0.6646363	-0.8000131	-0.4466609
sal	SO	(27.95,28.05]	-0.4639177	-0.6862650	-0.1212523
sal	SO	(28.05,28.1]	-0.2286983	-0.4321450	0.0640907
sal	SO	(28.1,28.15]	-0.2648576	-0.7603979	0.6200901
sal	SO	(28.1,28.2]	0.1650225	0.1448106	0.1795682
sal	SO	(28.15,28.2]	-0.2103439	-0.7368829	0.7935787
sal	SO	(28.2, Inf]	0.2416097	0.1734369	0.3345686
sal	SO	(28.2,28.3]	0.1965865	-0.0696500	0.5526865
sal	SO	(28.3, Inf]	0.5036440	0.2758786	0.7091561
silicate	Atlantic	(-Inf,26]	-0.1008595	-0.2577935	0.0419494
silicate	Atlantic	(26,26.5]	-0.4557982	-0.6627372	-0.2600765
silicate	Atlantic	(26.5,26.75]	-0.0758477	-0.2599186	0.0371571
silicate	Atlantic	(26.75,27]	-0.1567390	-0.3741937	0.0237205
silicate	Atlantic	(27,27.25]	-0.0324572	-0.1833918	0.1624166
silicate	Atlantic	(27.25,27.5]	0.0333904	0.0152870	0.0662529
silicate	Atlantic	(27.5,27.75]	0.1738938	0.0283900	0.2702096
silicate	Atlantic	(27.75,27.85]	-0.0396353	-0.5611342	0.3833422
silicate	Atlantic	(27.85,27.95]	-0.4062464	-0.7546452	-0.0235640
silicate	Atlantic	(27.95,28.05]	-0.3266428	-0.4923615	-0.1155884
silicate	Atlantic	(28.05,28.1]	-0.4764178	-0.6261444	-0.2929993
silicate	Atlantic	(28.1,28.15]	-0.3627364	-0.5086879	-0.2839449
silicate	Atlantic	(28.15,28.2]	-0.7155966	-0.7461113	-0.6659907
silicate	Atlantic	(28.2, Inf]	-0.7325437	-0.7982492	-0.6263608
silicate	Indian	(-Inf,26]	-0.6107498	-0.6871525	-0.5679924
silicate	Indian	(26,26.5]	-0.8981111	-0.9317825	-0.8430257
silicate	Indian	(26.5,26.75]	-0.9242802	-0.9475171	-0.9108825
silicate	Indian	(26.75,27]	-0.8608234	-0.8984944	-0.8091771
silicate	Indian	(27,27.25]	-0.3270551	-0.4623414	-0.0625864
silicate	Indian	(27.25,27.5]	0.5859401	0.4447813	0.6779995
silicate	Indian	(27.5,27.75]	0.8612108	0.8426296	0.8771105
silicate	Indian	(27.75,27.85]	0.9201658	0.9032774	0.9309187
silicate	Indian	(27.85,27.95]	0.9355229	0.9205607	0.9497249
silicate	Indian	(27.95,28.05]	0.8756165	0.8637303	0.8843262
silicate	Indian	(28.05,28.1]	0.8913795	0.8681934	0.9249850
silicate	Indian	(28.1,28.2]	0.8843850	0.8571043	0.9305965
silicate	Indian	(28.2,28.3]	0.3606896	0.1490467	0.6166757
silicate	Indian	(28.3, Inf]	0.7608352	0.6832837	0.8383867
silicate	N_Atlantic	(-Inf,26]	0.1751506	-0.0272139	0.5263984
silicate	N_Atlantic	(26,26.5]	-0.4857904	-0.7209350	-0.3339894
silicate	N_Atlantic	(26.5,26.75]	-0.8143497	-0.9439941	-0.6377020
silicate	N_Atlantic	(26.75,27]	-0.8726447	-0.9087493	-0.8077087
silicate	N_Atlantic	(27,27.25]	-0.8846385	-0.9099523	-0.8403247
silicate	N_Atlantic	(27.25,27.5]	-0.9199035	-0.9708107	-0.8797304
silicate	N_Atlantic	(27.5,27.75]	-0.8897878	-0.9725066	-0.7943037
silicate	N_Atlantic	(27.75,27.85]	-0.8879044	-0.9573631	-0.8220284
silicate	N_Atlantic	(27.85,27.95]	-0.8715709	-0.9447049	-0.7988121
silicate	N_Atlantic	(27.95,28.05]	-0.5103863	-0.6200548	-0.3992219
silicate	N_Atlantic	(28.05,28.1]	-0.7671295	-0.7871500	-0.7291809
silicate	N_Atlantic	(28.1,28.15]	-0.8397751	-0.8531141	-0.8169535
silicate	N_Atlantic	(28.15,28.2]	-0.8815864	-0.8844914	-0.8763440
silicate	N_Atlantic	(28.2, Inf]	0.1591474	-0.1162093	0.3456081
silicate	N_Pacific	(-Inf,26]	-0.7317943	-0.8293847	-0.6227391
silicate	N_Pacific	(26,26.5]	-0.2640940	-0.4895563	-0.0764255
silicate	N_Pacific	(26.5,26.75]	-0.3034059	-0.5554372	-0.1189642
silicate	N_Pacific	(26.75,27]	0.2165408	0.0584365	0.2970811
silicate	N_Pacific	(27,27.25]	0.6635682	0.5331022	0.7513102
silicate	N_Pacific	(27.25,27.5]	0.7885176	0.7466775	0.8349009
silicate	N_Pacific	(27.5,27.75]	0.8333347	0.7789003	0.8607828
silicate	N_Pacific	(27.75,27.85]	0.7699068	0.7425726	0.7915649
silicate	N_Pacific	(27.85,27.95]	0.8591269	0.8424484	0.8832057
silicate	N_Pacific	(27.95,28.05]	0.8645487	0.8589613	0.8691126
silicate	N_Pacific	(28.05,28.1]	0.8519833	0.8213632	0.8919164
silicate	N_Pacific	(28.1,28.2]	0.6317450	0.5386950	0.6877864
silicate	N_Pacific	(28.2,28.3]	0.5405708	0.4239347	0.6636647
silicate	Pacific	(-Inf,26]	-0.0643996	-0.1146275	-0.0253474
silicate	Pacific	(26,26.5]	-0.5503909	-0.7355709	-0.3067723
silicate	Pacific	(26.5,26.75]	-0.3965185	-0.6877149	-0.0108943
silicate	Pacific	(26.75,27]	-0.1410080	-0.4785558	0.3104570
silicate	Pacific	(27,27.25]	0.1736135	-0.0704827	0.5530171
silicate	Pacific	(27.25,27.5]	0.5644188	0.4429858	0.7838598
silicate	Pacific	(27.5,27.75]	0.7273447	0.6510818	0.8231907
silicate	Pacific	(27.75,27.85]	0.8095602	0.7707417	0.8660081
silicate	Pacific	(27.85,27.95]	0.8686165	0.8353893	0.9096829
silicate	Pacific	(27.95,28.05]	0.9218327	0.9166208	0.9253781
silicate	Pacific	(28.05,28.1]	0.9721727	0.9664983	0.9763336
silicate	Pacific	(28.1,28.2]	0.9333280	0.9305833	0.9378917
silicate	Pacific	(28.2,28.3]	-0.1160066	-0.2251287	0.0600455
silicate	SO	(-Inf,26]	-0.8281922	-0.9979277	-0.5614356
silicate	SO	(26,26.5]	-0.8237454	-0.8440161	-0.7886746
silicate	SO	(26.5,26.75]	-0.7801661	-0.8424450	-0.7445609
silicate	SO	(26.75,27]	-0.8054915	-0.9101364	-0.7456464
silicate	SO	(27,27.25]	-0.6192882	-0.7682487	-0.5242179
silicate	SO	(27.25,27.5]	-0.6377284	-0.8119518	-0.4218023
silicate	SO	(27.5,27.75]	-0.0497850	-0.4193651	0.3709176
silicate	SO	(27.75,27.85]	0.0929424	-0.0741800	0.3311159
silicate	SO	(27.85,27.95]	0.0048169	-0.1092855	0.1532185
silicate	SO	(27.95,28.05]	0.2003215	0.1247739	0.3055752
silicate	SO	(28.05,28.1]	0.4190149	0.2312674	0.5733105
silicate	SO	(28.1,28.15]	-0.2032029	-0.6798835	0.6613001
silicate	SO	(28.1,28.2]	0.3487314	0.2636707	0.4147219
silicate	SO	(28.15,28.2]	-0.0238895	-0.5047942	0.8474496
silicate	SO	(28.2, Inf]	0.4973487	0.3356648	0.6493316
silicate	SO	(28.2,28.3]	0.1914250	0.0389163	0.3293103
silicate	SO	(28.3, Inf]	0.2414827	0.0308253	0.4907578
temp	Atlantic	(-Inf,26]	-0.5671246	-0.5959785	-0.5477165
temp	Atlantic	(26,26.5]	-0.3583964	-0.3981773	-0.3223483
temp	Atlantic	(26.5,26.75]	-0.3679987	-0.5187530	-0.1812176
temp	Atlantic	(26.75,27]	0.0531141	-0.1211809	0.2915225
temp	Atlantic	(27,27.25]	0.2633307	0.1408366	0.3877848
temp	Atlantic	(27.25,27.5]	0.4875959	0.4749119	0.4968482
temp	Atlantic	(27.5,27.75]	0.3700063	0.2804621	0.5350867
temp	Atlantic	(27.75,27.85]	0.4514130	0.1562983	0.8515591
temp	Atlantic	(27.85,27.95]	0.3062147	0.1675367	0.4051861
temp	Atlantic	(27.95,28.05]	0.1404183	0.0002913	0.2220153
temp	Atlantic	(28.05,28.1]	0.6368224	0.4831431	0.7299629
temp	Atlantic	(28.1,28.15]	0.8287926	0.7586583	0.8663392
temp	Atlantic	(28.15,28.2]	0.8404028	0.8188634	0.8602953
temp	Atlantic	(28.2, Inf]	0.9571427	0.9370185	0.9741468
temp	Indian	(-Inf,26]	0.0719960	-0.0014549	0.1582238
temp	Indian	(26,26.5]	0.4718290	0.2897537	0.5959018
temp	Indian	(26.5,26.75]	0.5060236	0.3066885	0.7741166
temp	Indian	(26.75,27]	0.5241937	0.3290878	0.8473953
temp	Indian	(27,27.25]	0.3541577	0.1466627	0.7265792
temp	Indian	(27.25,27.5]	0.4908292	0.3453863	0.6625209
temp	Indian	(27.5,27.75]	0.5762144	0.5226604	0.6496321
temp	Indian	(27.75,27.85]	0.5432092	0.5411828	0.5446831
temp	Indian	(27.85,27.95]	0.0190520	-0.0435999	0.0689329
temp	Indian	(27.95,28.05]	-0.6176015	-0.6555461	-0.5915260
temp	Indian	(28.05,28.1]	-0.6372433	-0.6703585	-0.6075073
temp	Indian	(28.1,28.2]	-0.1736665	-0.3366388	0.0624013
temp	Indian	(28.2,28.3]	0.0403371	-0.1005525	0.2250954
temp	Indian	(28.3, Inf]	0.5397374	0.4814170	0.5980578
temp	N_Atlantic	(-Inf,26]	-0.4454515	-0.6918352	0.0017616
temp	N_Atlantic	(26,26.5]	-0.3392831	-0.8655495	0.0607985
temp	N_Atlantic	(26.5,26.75]	0.4912660	0.0993352	0.6971973
temp	N_Atlantic	(26.75,27]	0.6965175	0.5554791	0.8125608
temp	N_Atlantic	(27,27.25]	0.7603319	0.6250173	0.8410186
temp	N_Atlantic	(27.25,27.5]	0.7453501	0.6463578	0.7952407
temp	N_Atlantic	(27.5,27.75]	0.4274638	0.2123737	0.6739027
temp	N_Atlantic	(27.75,27.85]	0.1922769	0.0329261	0.2786923
temp	N_Atlantic	(27.85,27.95]	-0.1983915	-0.2292861	-0.1380648
temp	N_Atlantic	(27.95,28.05]	0.3078623	0.1291139	0.4179018
temp	N_Atlantic	(28.05,28.1]	0.2181769	0.1364312	0.2889605
temp	N_Atlantic	(28.1,28.15]	0.1805040	0.0389439	0.2597370
temp	N_Atlantic	(28.15,28.2]	-0.1983724	-0.3313845	0.0573247
temp	N_Atlantic	(28.2, Inf]	-0.2653506	-0.4971791	0.0946166
temp	N_Pacific	(-Inf,26]	0.6907947	0.4552445	0.8571702
temp	N_Pacific	(26,26.5]	0.8003131	0.7126935	0.8605127
temp	N_Pacific	(26.5,26.75]	0.9213926	0.8944619	0.9392090
temp	N_Pacific	(26.75,27]	0.8964246	0.8776052	0.9221145
temp	N_Pacific	(27,27.25]	0.8058437	0.7856012	0.8439026
temp	N_Pacific	(27.25,27.5]	0.7195880	0.6635765	0.7704212
temp	N_Pacific	(27.5,27.75]	0.4652202	0.4273936	0.4851594
temp	N_Pacific	(27.75,27.85]	0.5568040	0.5171236	0.6018151
temp	N_Pacific	(27.85,27.95]	0.4582624	0.3813928	0.5850799
temp	N_Pacific	(27.95,28.05]	0.3006211	0.2380060	0.3455751
temp	N_Pacific	(28.05,28.1]	0.4145899	0.2032661	0.5478666
temp	N_Pacific	(28.1,28.2]	0.4057588	0.3674483	0.4267013
temp	N_Pacific	(28.2,28.3]	0.6613201	0.6242349	0.6830606
temp	Pacific	(-Inf,26]	-0.3424199	-0.4320224	-0.2743021
temp	Pacific	(26,26.5]	0.6097567	0.4430354	0.7031524
temp	Pacific	(26.5,26.75]	0.7913503	0.7075231	0.8597576
temp	Pacific	(26.75,27]	0.7787267	0.6675411	0.8645314
temp	Pacific	(27,27.25]	0.6599507	0.5640095	0.7539484
temp	Pacific	(27.25,27.5]	0.4867979	0.4081565	0.5696176
temp	Pacific	(27.5,27.75]	0.4222902	0.3689309	0.4934962
temp	Pacific	(27.75,27.85]	0.4682802	0.3638536	0.5409959
temp	Pacific	(27.85,27.95]	0.2840673	0.1873535	0.3582116
temp	Pacific	(27.95,28.05]	0.1401952	0.0054301	0.2546280
temp	Pacific	(28.05,28.1]	0.3167702	0.1987070	0.3995544
temp	Pacific	(28.1,28.2]	0.2921557	0.2032051	0.3389625
temp	Pacific	(28.2,28.3]	-0.6315334	-0.7079200	-0.5435032
temp	SO	(-Inf,26]	-0.2593963	-0.9029222	0.9990430
temp	SO	(26,26.5]	-0.0674192	-0.3824925	0.1338741
temp	SO	(26.5,26.75]	0.3482797	0.0841409	0.5028730
temp	SO	(26.75,27]	0.7713906	0.6628803	0.8558958
temp	SO	(27,27.25]	0.7110600	0.6649027	0.7443045
temp	SO	(27.25,27.5]	0.4003361	0.1420639	0.6495135
temp	SO	(27.5,27.75]	-0.3328749	-0.6262964	0.0915217
temp	SO	(27.75,27.85]	-0.6984656	-0.8131024	-0.4970865
temp	SO	(27.85,27.95]	-0.7595446	-0.8595956	-0.5648545
temp	SO	(27.95,28.05]	-0.5245305	-0.7290086	-0.2045164
temp	SO	(28.05,28.1]	-0.2621112	-0.4532486	0.0076820
temp	SO	(28.1,28.15]	-0.2921389	-0.7840217	0.5849931
temp	SO	(28.1,28.2]	0.1658676	0.0463442	0.2770085
temp	SO	(28.15,28.2]	-0.2333977	-0.7597841	0.7762705
temp	SO	(28.2, Inf]	-0.0247499	-0.0902510	0.0095817
temp	SO	(28.2,28.3]	0.0373506	-0.2326415	0.2209309
temp	SO	(28.3, Inf]	0.1163449	-0.0396204	0.3818666

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