Last updated: 2021-07-27

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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))))
)
}

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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

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

Version Author Date
d19760f Donghe-Zhu 2021-07-27
cac5680 Donghe-Zhu 2021-07-23
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
1914a11 Donghe-Zhu 2021-03-24
8be810e Donghe-Zhu 2021-03-23
bf19764 Donghe-Zhu 2021-03-22
b3348a5 Donghe-Zhu 2021-03-11
1c24ff7 Donghe-Zhu 2021-03-10
94ce5a8 Donghe-Zhu 2021-03-10
db33928 Donghe-Zhu 2021-03-10
3d1f470 Donghe-Zhu 2021-03-10
9b7bc66 Donghe-Zhu 2021-03-10
5365f80 Donghe-Zhu 2021-03-10
cc2a956 Donghe-Zhu 2021-03-10
17f1c4a Donghe-Zhu 2021-03-09
02f7242 Donghe-Zhu 2021-03-09
1691156 Donghe-Zhu 2021-03-08
c0ceaf8 Donghe-Zhu 2021-03-08
3fbbfa4 Donghe-Zhu 2021-03-07
627c8fb Donghe-Zhu 2021-03-07
19edd1e Donghe-Zhu 2021-02-27
f20483f Donghe-Zhu 2021-02-26
57f701e Donghe-Zhu 2021-02-24
06f3149 Donghe-Zhu 2021-02-16
4469a0c Donghe-Zhu 2021-02-13
5ae6a69 Donghe-Zhu 2021-02-10
a145fa7 Donghe-Zhu 2021-02-09
c344e42 Donghe-Zhu 2021-02-08
1fad5f1 Donghe-Zhu 2021-02-07
59e006e Donghe-Zhu 2021-01-31
a1c8f87 Donghe-Zhu 2021-01-31
ae5c18f Donghe-Zhu 2021-01-31
16fba40 Donghe-Zhu 2021-01-28
12bc567 Donghe-Zhu 2021-01-27
ceed31b Donghe-Zhu 2021-01-27
61efb56 Donghe-Zhu 2021-01-25
48f638e Donghe-Zhu 2021-01-25
a2f0d56 Donghe-Zhu 2021-01-23
28509fc Donghe-Zhu 2021-01-23
4c28e4a Donghe-Zhu 2021-01-22
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19

Version Author Date
d19760f Donghe-Zhu 2021-07-27
cac5680 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
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

Version Author Date
d19760f Donghe-Zhu 2021-07-27
cac5680 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
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

Version Author Date
d19760f Donghe-Zhu 2021-07-27
cac5680 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19

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")

Version Author Date
7ef49ab Donghe-Zhu 2021-07-27
da818c0 Donghe-Zhu 2021-07-27
8623898 Donghe-Zhu 2021-07-27
f84b77c Donghe-Zhu 2021-07-27
70ad9a5 Donghe-Zhu 2021-07-27
0d0b48d Donghe-Zhu 2021-07-27
d0d97c6 Donghe-Zhu 2021-07-27
829510d Donghe-Zhu 2021-07-27
780627d Donghe-Zhu 2021-07-27
e9838c9 Donghe-Zhu 2021-07-27
2777f33 Donghe-Zhu 2021-07-27
d19760f Donghe-Zhu 2021-07-27
cac5680 Donghe-Zhu 2021-07-23
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
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] 0.7844295 0.7302204 0.8757448
aou + nitrate Atlantic (26,26.5] 0.8592430 0.8544137 0.8681508
aou + nitrate Atlantic (26.5,26.75] 0.9656758 0.9622571 0.9720802
aou + nitrate Atlantic (26.75,27] 0.9830472 0.9736361 0.9879208
aou + nitrate Atlantic (27,27.25] 0.9520624 0.9348925 0.9684058
aou + nitrate Atlantic (27.25,27.5] 0.8609362 0.7722902 0.9134616
aou + nitrate Atlantic (27.5,27.75] 0.8192664 0.7381468 0.8740270
aou + nitrate Atlantic (27.75,27.85] 0.8094264 0.7677454 0.8467801
aou + nitrate Atlantic (27.85,27.95] 0.9123887 0.8953057 0.9329664
aou + nitrate Atlantic (27.95,28.05] 0.9671081 0.9507277 0.9816307
aou + nitrate Atlantic (28.05,28.1] 0.9924211 0.9895641 0.9947450
aou + nitrate Atlantic (28.1,28.15] 0.9948104 0.9914164 0.9975933
aou + nitrate Atlantic (28.15,28.2] 0.9926489 0.9913803 0.9941221
aou + nitrate Atlantic (28.2, Inf] 0.9945098 0.9933342 0.9964833
aou + nitrate Indian (-Inf,26] 0.9399831 0.9263258 0.9469897
aou + nitrate Indian (26,26.5] 0.8776464 0.8308696 0.9091153
aou + nitrate Indian (26.5,26.75] 0.9185341 0.8908806 0.9484025
aou + nitrate Indian (26.75,27] 0.9395253 0.9168225 0.9533430
aou + nitrate Indian (27,27.25] 0.9443596 0.9346932 0.9579618
aou + nitrate Indian (27.25,27.5] 0.9462113 0.9238178 0.9581076
aou + nitrate Indian (27.5,27.75] 0.9579136 0.9489292 0.9655321
aou + nitrate Indian (27.75,27.85] 0.9857569 0.9696424 0.9953880
aou + nitrate Indian (27.85,27.95] 0.9928989 0.9881670 0.9957619
aou + nitrate Indian (27.95,28.05] 0.9928406 0.9867928 0.9966132
aou + nitrate Indian (28.05,28.1] 0.9965821 0.9936856 0.9983754
aou + nitrate Indian (28.1,28.2] 0.9944850 0.9917633 0.9967040
aou + nitrate Indian (28.2,28.3] 0.9915964 0.9896330 0.9954350
aou + nitrate Indian (28.3, Inf] 0.9289632 0.8549602 0.9737989
aou + nitrate N_Atlantic (-Inf,26] 0.5192748 0.5192748 0.5192748
aou + nitrate N_Atlantic (26,26.5] 0.9898995 0.9898995 0.9898995
aou + nitrate N_Atlantic (26.5,26.75] 0.9756743 0.9472682 0.9932741
aou + nitrate N_Atlantic (26.75,27] 0.9193530 0.9082600 0.9353966
aou + nitrate N_Atlantic (27,27.25] 0.9546741 0.9092667 0.9797121
aou + nitrate N_Atlantic (27.25,27.5] 0.9459587 0.9143053 0.9688212
aou + nitrate N_Atlantic (27.5,27.75] 0.9647051 0.9573916 0.9735768
aou + nitrate N_Atlantic (27.75,27.85] 0.8941831 0.8599734 0.9161155
aou + nitrate N_Atlantic (27.85,27.95] 0.8901905 0.8780675 0.8996995
aou + nitrate N_Atlantic (27.95,28.05] 0.8106010 0.7669374 0.8626828
aou + nitrate N_Atlantic (28.05,28.1] 0.6383457 0.5872969 0.7123902
aou + nitrate N_Atlantic (28.1,28.15] 0.7372033 0.6688665 0.7960059
aou + nitrate N_Atlantic (28.15,28.2] 0.9703366 0.9643919 0.9768604
aou + nitrate N_Atlantic (28.2, Inf] 0.9387081 0.9086927 0.9734457
aou + nitrate N_Pacific (-Inf,26] 0.9137291 0.7733806 0.9898250
aou + nitrate N_Pacific (26,26.5] 0.9747085 0.9694552 0.9778010
aou + nitrate N_Pacific (26.5,26.75] 0.9753895 0.9697082 0.9839086
aou + nitrate N_Pacific (26.75,27] 0.8971317 0.8621856 0.9421225
aou + nitrate N_Pacific (27,27.25] 0.7013591 0.3197374 0.9584849
aou + nitrate N_Pacific (27.25,27.5] 0.5490332 0.4145180 0.6538832
aou + nitrate N_Pacific (27.5,27.75] 0.2785812 0.1247054 0.3875191
aou + nitrate N_Pacific (27.75,27.85] 0.3961279 0.2914325 0.4797669
aou + nitrate N_Pacific (27.85,27.95] 0.7119531 0.6811252 0.7318652
aou + nitrate N_Pacific (27.95,28.05] 0.9316428 0.8960616 0.9583870
aou + nitrate N_Pacific (28.05,28.1] 0.9709674 0.9603474 0.9857691
aou + nitrate N_Pacific (28.1,28.2] 0.9853545 0.9802611 0.9948419
aou + nitrate N_Pacific (28.2,28.3] 0.9973784 0.9965067 0.9990635
aou + nitrate N_Pacific (28.3, Inf] 0.9687233 0.9448055 0.9960778
aou + nitrate Pacific (-Inf,26] 0.9419705 0.9318072 0.9566587
aou + nitrate Pacific (26,26.5] 0.9293098 0.9160003 0.9490094
aou + nitrate Pacific (26.5,26.75] 0.8210212 0.7597202 0.8869109
aou + nitrate Pacific (26.75,27] 0.7504809 0.6572316 0.8207313
aou + nitrate Pacific (27,27.25] 0.8230363 0.7737124 0.8654218
aou + nitrate Pacific (27.25,27.5] 0.8430334 0.7578109 0.8892264
aou + nitrate Pacific (27.5,27.75] 0.9020937 0.8753352 0.9231415
aou + nitrate Pacific (27.75,27.85] 0.9799807 0.9764727 0.9865126
aou + nitrate Pacific (27.85,27.95] 0.9914840 0.9898735 0.9946548
aou + nitrate Pacific (27.95,28.05] 0.9955370 0.9938066 0.9965281
aou + nitrate Pacific (28.05,28.1] 0.9956180 0.9943362 0.9964820
aou + nitrate Pacific (28.1,28.2] 0.9912123 0.9895800 0.9922106
aou + nitrate Pacific (28.2,28.3] 0.9965358 0.9957081 0.9969967
aou + nitrate Pacific (28.3, Inf] 0.9928728 0.9914940 0.9945449
aou + nitrate SO (26,26.5] 0.5366119 -0.0851511 0.8647795
aou + nitrate SO (26.5,26.75] 0.6319055 0.2946910 0.8236219
aou + nitrate SO (26.75,27] 0.7402460 0.6672721 0.7927457
aou + nitrate SO (27,27.25] 0.8096645 0.7695230 0.8437951
aou + nitrate SO (27.25,27.5] 0.8180489 0.8028782 0.8439353
aou + nitrate SO (27.5,27.75] 0.9202165 0.9024338 0.9317878
aou + nitrate SO (27.75,27.85] 0.9680275 0.9600970 0.9731874
aou + nitrate SO (27.85,27.95] 0.9430651 0.9233351 0.9532044
aou + nitrate SO (27.95,28.05] 0.9050371 0.8376607 0.9638036
aou + nitrate SO (28.05,28.1] 0.8788064 0.7970967 0.9316256
aou + nitrate SO (28.1,28.15] 0.5388460 0.3624718 0.7476659
aou + nitrate SO (28.1,28.2] 0.9217079 0.8998305 0.9466866
aou + nitrate SO (28.15,28.2] 0.6257425 0.4319344 0.8812547
aou + nitrate SO (28.2, Inf] 0.3969065 0.2254503 0.6915235
aou + nitrate SO (28.2,28.3] 0.9321207 0.9144057 0.9584461
aou + nitrate SO (28.3, Inf] 0.9301946 0.8999505 0.9547283
aou + phosphate Atlantic (-Inf,26] 0.8301653 0.7359829 0.8998465
aou + phosphate Atlantic (26,26.5] 0.8839968 0.8577743 0.8976631
aou + phosphate Atlantic (26.5,26.75] 0.9133635 0.9036558 0.9276150
aou + phosphate Atlantic (26.75,27] 0.9474572 0.9450942 0.9492056
aou + phosphate Atlantic (27,27.25] 0.8862006 0.8362473 0.9132854
aou + phosphate Atlantic (27.25,27.5] 0.7765448 0.6483092 0.8552744
aou + phosphate Atlantic (27.5,27.75] 0.7662392 0.6741375 0.8267615
aou + phosphate Atlantic (27.75,27.85] 0.7686114 0.7278031 0.8068757
aou + phosphate Atlantic (27.85,27.95] 0.8910545 0.8660408 0.9195825
aou + phosphate Atlantic (27.95,28.05] 0.9539858 0.9305178 0.9742603
aou + phosphate Atlantic (28.05,28.1] 0.9891490 0.9848482 0.9926736
aou + phosphate Atlantic (28.1,28.15] 0.9919575 0.9869819 0.9960018
aou + phosphate Atlantic (28.15,28.2] 0.9898390 0.9887727 0.9913158
aou + phosphate Atlantic (28.2, Inf] 0.9927207 0.9917832 0.9939959
aou + phosphate Indian (-Inf,26] 0.9895291 0.9850428 0.9930665
aou + phosphate Indian (26,26.5] 0.9860712 0.9850808 0.9870085
aou + phosphate Indian (26.5,26.75] 0.9886058 0.9875393 0.9894695
aou + phosphate Indian (26.75,27] 0.9871412 0.9833486 0.9902360
aou + phosphate Indian (27,27.25] 0.9882474 0.9872929 0.9892710
aou + phosphate Indian (27.25,27.5] 0.9832038 0.9796175 0.9855645
aou + phosphate Indian (27.5,27.75] 0.9811675 0.9788199 0.9857750
aou + phosphate Indian (27.75,27.85] 0.9963267 0.9956521 0.9970829
aou + phosphate Indian (27.85,27.95] 0.9972806 0.9969789 0.9976459
aou + phosphate Indian (27.95,28.05] 0.9976732 0.9972000 0.9982122
aou + phosphate Indian (28.05,28.1] 0.9991940 0.9990216 0.9994662
aou + phosphate Indian (28.1,28.2] 0.9970237 0.9953449 0.9982798
aou + phosphate Indian (28.2,28.3] 0.9914260 0.9898844 0.9924206
aou + phosphate Indian (28.3, Inf] 0.9084372 0.8258883 0.9669645
aou + phosphate N_Atlantic (-Inf,26] -0.2701839 -0.2701839 -0.2701839
aou + phosphate N_Atlantic (26,26.5] 0.9860660 0.9860660 0.9860660
aou + phosphate N_Atlantic (26.5,26.75] 0.9610750 0.9506837 0.9745830
aou + phosphate N_Atlantic (26.75,27] 0.9164839 0.8830282 0.9451628
aou + phosphate N_Atlantic (27,27.25] 0.9580503 0.9197018 0.9812503
aou + phosphate N_Atlantic (27.25,27.5] 0.9080178 0.8445497 0.9564773
aou + phosphate N_Atlantic (27.5,27.75] 0.9380880 0.9292034 0.9502556
aou + phosphate N_Atlantic (27.75,27.85] 0.8468852 0.7938861 0.8815850
aou + phosphate N_Atlantic (27.85,27.95] 0.8372169 0.8171257 0.8489115
aou + phosphate N_Atlantic (27.95,28.05] 0.7305007 0.6645266 0.8046998
aou + phosphate N_Atlantic (28.05,28.1] 0.5846662 0.5503729 0.6461500
aou + phosphate N_Atlantic (28.1,28.15] 0.7150582 0.6469324 0.7684897
aou + phosphate N_Atlantic (28.15,28.2] 0.9653034 0.9574163 0.9736421
aou + phosphate N_Atlantic (28.2, Inf] 0.9580456 0.9365085 0.9869583
aou + phosphate N_Pacific (-Inf,26] 0.7734725 0.4643197 0.9787108
aou + phosphate N_Pacific (26,26.5] 0.9479690 0.9264782 0.9592550
aou + phosphate N_Pacific (26.5,26.75] 0.9795581 0.9698240 0.9868242
aou + phosphate N_Pacific (26.75,27] 0.9189093 0.9053973 0.9420634
aou + phosphate N_Pacific (27,27.25] 0.9297884 0.9228967 0.9385830
aou + phosphate N_Pacific (27.25,27.5] 0.9444688 0.9279103 0.9631261
aou + phosphate N_Pacific (27.5,27.75] 0.9030427 0.8688240 0.9333761
aou + phosphate N_Pacific (27.75,27.85] 0.9627983 0.9521881 0.9708369
aou + phosphate N_Pacific (27.85,27.95] 0.9619623 0.9503487 0.9712076
aou + phosphate N_Pacific (27.95,28.05] 0.9850971 0.9839858 0.9869809
aou + phosphate N_Pacific (28.05,28.1] 0.9949025 0.9936512 0.9957825
aou + phosphate N_Pacific (28.1,28.2] 0.9985395 0.9983659 0.9987622
aou + phosphate N_Pacific (28.2,28.3] 0.9992647 0.9992338 0.9992891
aou + phosphate N_Pacific (28.3, Inf] 0.9897204 0.9871467 0.9934056
aou + phosphate Pacific (-Inf,26] 0.9589963 0.9486130 0.9732330
aou + phosphate Pacific (26,26.5] 0.9867775 0.9829223 0.9906914
aou + phosphate Pacific (26.5,26.75] 0.9888807 0.9859163 0.9918129
aou + phosphate Pacific (26.75,27] 0.9907797 0.9881933 0.9921531
aou + phosphate Pacific (27,27.25] 0.9912122 0.9899972 0.9920296
aou + phosphate Pacific (27.25,27.5] 0.9897430 0.9871894 0.9910808
aou + phosphate Pacific (27.5,27.75] 0.9924968 0.9922820 0.9926699
aou + phosphate Pacific (27.75,27.85] 0.9981221 0.9976282 0.9984986
aou + phosphate Pacific (27.85,27.95] 0.9984911 0.9981869 0.9987354
aou + phosphate Pacific (27.95,28.05] 0.9986525 0.9982721 0.9989459
aou + phosphate Pacific (28.05,28.1] 0.9991902 0.9990309 0.9992999
aou + phosphate Pacific (28.1,28.2] 0.9984553 0.9982898 0.9987230
aou + phosphate Pacific (28.2,28.3] 0.9979916 0.9979276 0.9980592
aou + phosphate Pacific (28.3, Inf] 0.9924411 0.9919460 0.9931833
aou + phosphate SO (26,26.5] 0.4439919 -0.1729557 0.7999756
aou + phosphate SO (26.5,26.75] 0.5716250 0.2121700 0.7648855
aou + phosphate SO (26.75,27] 0.7382659 0.6473534 0.8073530
aou + phosphate SO (27,27.25] 0.7971333 0.7561583 0.8306952
aou + phosphate SO (27.25,27.5] 0.8049196 0.7886074 0.8338516
aou + phosphate SO (27.5,27.75] 0.9206569 0.9017548 0.9331499
aou + phosphate SO (27.75,27.85] 0.9637013 0.9540885 0.9689608
aou + phosphate SO (27.85,27.95] 0.9365419 0.9133289 0.9518666
aou + phosphate SO (27.95,28.05] 0.9009953 0.8346165 0.9615547
aou + phosphate SO (28.05,28.1] 0.8840090 0.8094617 0.9322757
aou + phosphate SO (28.1,28.15] 0.5412850 0.3623164 0.7490122
aou + phosphate SO (28.1,28.2] 0.9296559 0.9148022 0.9491180
aou + phosphate SO (28.15,28.2] 0.6248011 0.4164668 0.8850589
aou + phosphate SO (28.2, Inf] 0.2434929 0.0083238 0.6867113
aou + phosphate SO (28.2,28.3] 0.9465220 0.9307999 0.9659859
aou + phosphate SO (28.3, Inf] 0.8718339 0.8264141 0.9062762
aou + phosphate_star Atlantic (-Inf,26] 0.2646767 -0.3657308 0.7154999
aou + phosphate_star Atlantic (26,26.5] 0.2829550 0.1304750 0.3961660
aou + phosphate_star Atlantic (26.5,26.75] 0.1334063 -0.0108884 0.2269945
aou + phosphate_star Atlantic (26.75,27] 0.0507108 -0.0229339 0.1829434
aou + phosphate_star Atlantic (27,27.25] -0.0481349 -0.1596235 0.0544299
aou + phosphate_star Atlantic (27.25,27.5] -0.0157335 -0.1312713 0.0633869
aou + phosphate_star Atlantic (27.5,27.75] 0.2627737 0.1972639 0.3264155
aou + phosphate_star Atlantic (27.75,27.85] 0.4486550 0.4348731 0.4606017
aou + phosphate_star Atlantic (27.85,27.95] 0.7102376 0.6083550 0.8086818
aou + phosphate_star Atlantic (27.95,28.05] 0.8433498 0.7489505 0.9179581
aou + phosphate_star Atlantic (28.05,28.1] 0.9543321 0.9356724 0.9698189
aou + phosphate_star Atlantic (28.1,28.15] 0.9611933 0.9378579 0.9799498
aou + phosphate_star Atlantic (28.15,28.2] 0.9595513 0.9543839 0.9645899
aou + phosphate_star Atlantic (28.2, Inf] 0.9800939 0.9779726 0.9811985
aou + phosphate_star Indian (-Inf,26] 0.8620708 0.8351667 0.8936650
aou + phosphate_star Indian (26,26.5] 0.7241446 0.7099319 0.7416444
aou + phosphate_star Indian (26.5,26.75] 0.6549388 0.5767600 0.6983106
aou + phosphate_star Indian (26.75,27] 0.5240550 0.4109306 0.5871738
aou + phosphate_star Indian (27,27.25] 0.4882645 0.4017506 0.5455553
aou + phosphate_star Indian (27.25,27.5] 0.1688507 0.0510489 0.2616435
aou + phosphate_star Indian (27.5,27.75] -0.2102913 -0.2334922 -0.1690711
aou + phosphate_star Indian (27.75,27.85] -0.7146618 -0.7571948 -0.6432301
aou + phosphate_star Indian (27.85,27.95] -0.7366473 -0.7561346 -0.7180662
aou + phosphate_star Indian (27.95,28.05] -0.6022728 -0.6901791 -0.5261665
aou + phosphate_star Indian (28.05,28.1] -0.5013764 -0.6488492 -0.3610318
aou + phosphate_star Indian (28.1,28.2] 0.4257328 0.0035544 0.7149783
aou + phosphate_star Indian (28.2,28.3] 0.6961834 0.6276537 0.7364867
aou + phosphate_star Indian (28.3, Inf] -0.1451948 -0.4930622 0.2717699
aou + phosphate_star N_Atlantic (-Inf,26] 0.0812549 0.0812549 0.0812549
aou + phosphate_star N_Atlantic (26,26.5] -0.2188947 -0.2188947 -0.2188947
aou + phosphate_star N_Atlantic (26.5,26.75] -0.1332968 -0.7142668 0.6882332
aou + phosphate_star N_Atlantic (26.75,27] -0.6213479 -0.7054013 -0.4582911
aou + phosphate_star N_Atlantic (27,27.25] -0.8617013 -0.9322316 -0.7908112
aou + phosphate_star N_Atlantic (27.25,27.5] -0.7887858 -0.8598244 -0.7171752
aou + phosphate_star N_Atlantic (27.5,27.75] -0.4407670 -0.5090154 -0.3530324
aou + phosphate_star N_Atlantic (27.75,27.85] -0.3070742 -0.3807497 -0.2259403
aou + phosphate_star N_Atlantic (27.85,27.95] 0.0419036 0.0085604 0.0822512
aou + phosphate_star N_Atlantic (27.95,28.05] 0.2525017 0.1148717 0.3938803
aou + phosphate_star N_Atlantic (28.05,28.1] 0.2548710 0.2122374 0.2857127
aou + phosphate_star N_Atlantic (28.1,28.15] 0.4477393 0.4210201 0.4700453
aou + phosphate_star N_Atlantic (28.15,28.2] 0.8838433 0.8645241 0.9071814
aou + phosphate_star N_Atlantic (28.2, Inf] 0.9589223 0.9517165 0.9654549
aou + phosphate_star N_Pacific (-Inf,26] -0.4570271 -0.6738633 -0.2887211
aou + phosphate_star N_Pacific (26,26.5] 0.1363346 -0.0446868 0.3084005
aou + phosphate_star N_Pacific (26.5,26.75] 0.3222634 0.1832352 0.3983417
aou + phosphate_star N_Pacific (26.75,27] -0.2549613 -0.4061418 -0.1548523
aou + phosphate_star N_Pacific (27,27.25] -0.1146738 -0.3491461 0.0858040
aou + phosphate_star N_Pacific (27.25,27.5] 0.6647325 0.5727469 0.8142669
aou + phosphate_star N_Pacific (27.5,27.75] 0.5313150 0.4746082 0.6156127
aou + phosphate_star N_Pacific (27.75,27.85] 0.3036790 0.1933596 0.4105414
aou + phosphate_star N_Pacific (27.85,27.95] -0.2042577 -0.3900596 -0.0912051
aou + phosphate_star N_Pacific (27.95,28.05] -0.6452102 -0.6657572 -0.6158052
aou + phosphate_star N_Pacific (28.05,28.1] -0.6868919 -0.7299895 -0.6609261
aou + phosphate_star N_Pacific (28.1,28.2] -0.8736240 -0.8930563 -0.8525499
aou + phosphate_star N_Pacific (28.2,28.3] -0.4331844 -0.5183012 -0.3512105
aou + phosphate_star N_Pacific (28.3, Inf] -0.9291999 -0.9961529 -0.8779887
aou + phosphate_star Pacific (-Inf,26] 0.6204005 0.5649689 0.7240521
aou + phosphate_star Pacific (26,26.5] 0.7508313 0.6682152 0.8238548
aou + phosphate_star Pacific (26.5,26.75] 0.7115172 0.5431758 0.8206772
aou + phosphate_star Pacific (26.75,27] 0.7777977 0.6742633 0.8413892
aou + phosphate_star Pacific (27,27.25] 0.7650574 0.6898127 0.8177031
aou + phosphate_star Pacific (27.25,27.5] 0.6144120 0.4886808 0.7066405
aou + phosphate_star Pacific (27.5,27.75] 0.4205853 0.3726638 0.4900614
aou + phosphate_star Pacific (27.75,27.85] 0.2535390 0.0743278 0.4066550
aou + phosphate_star Pacific (27.85,27.95] 0.2164768 0.1542093 0.3160765
aou + phosphate_star Pacific (27.95,28.05] 0.1641272 0.1290208 0.2043293
aou + phosphate_star Pacific (28.05,28.1] 0.4354639 0.4120608 0.4709907
aou + phosphate_star Pacific (28.1,28.2] 0.0937286 0.0389769 0.1250252
aou + phosphate_star Pacific (28.2,28.3] 0.0963463 -0.0262657 0.1843480
aou + phosphate_star Pacific (28.3, Inf] -0.8912897 -0.9099478 -0.8648464
aou + phosphate_star SO (26,26.5] -0.7072368 -0.8417498 -0.4558532
aou + phosphate_star SO (26.5,26.75] -0.0309435 -0.5079345 0.2486142
aou + phosphate_star SO (26.75,27] 0.0178068 -0.1986743 0.1648008
aou + phosphate_star SO (27,27.25] -0.0404704 -0.1089232 -0.0049630
aou + phosphate_star SO (27.25,27.5] -0.5056224 -0.5516728 -0.4137915
aou + phosphate_star SO (27.5,27.75] -0.4091064 -0.4632258 -0.3718920
aou + phosphate_star SO (27.75,27.85] -0.7703274 -0.7829849 -0.7603800
aou + phosphate_star SO (27.85,27.95] -0.7596692 -0.8041091 -0.7212827
aou + phosphate_star SO (27.95,28.05] -0.6972353 -0.8329367 -0.5294263
aou + phosphate_star SO (28.05,28.1] -0.5912074 -0.7340627 -0.3687276
aou + phosphate_star SO (28.1,28.15] 0.0109414 -0.3851556 0.4284637
aou + phosphate_star SO (28.1,28.2] -0.6892711 -0.7446524 -0.6293854
aou + phosphate_star SO (28.15,28.2] 0.1063186 -0.4410154 0.6866251
aou + phosphate_star SO (28.2, Inf] -0.3130336 -0.6310909 0.1955170
aou + phosphate_star SO (28.2,28.3] -0.7436428 -0.7716879 -0.7073417
aou + phosphate_star SO (28.3, Inf] -0.8320497 -0.8624727 -0.8152523
aou + silicate Atlantic (-Inf,26] 0.0340120 -0.7869676 0.6331825
aou + silicate Atlantic (26,26.5] 0.3130212 0.1969339 0.4140047
aou + silicate Atlantic (26.5,26.75] 0.6495443 0.6049754 0.6999633
aou + silicate Atlantic (26.75,27] 0.7327925 0.6776088 0.7759762
aou + silicate Atlantic (27,27.25] 0.3975393 0.2462366 0.5265630
aou + silicate Atlantic (27.25,27.5] 0.1739672 0.0352559 0.2584776
aou + silicate Atlantic (27.5,27.75] 0.3249872 0.2863010 0.3840267
aou + silicate Atlantic (27.75,27.85] 0.4190769 0.3948630 0.4574602
aou + silicate Atlantic (27.85,27.95] 0.6783539 0.5573761 0.7949361
aou + silicate Atlantic (27.95,28.05] 0.8380826 0.7318028 0.9275475
aou + silicate Atlantic (28.05,28.1] 0.9465759 0.9202499 0.9688044
aou + silicate Atlantic (28.1,28.15] 0.9506631 0.9244215 0.9743128
aou + silicate Atlantic (28.15,28.2] 0.9163551 0.9125369 0.9193840
aou + silicate Atlantic (28.2, Inf] 0.9597646 0.9500871 0.9709596
aou + silicate Indian (-Inf,26] 0.8403616 0.7423509 0.9118964
aou + silicate Indian (26,26.5] 0.8845388 0.8507808 0.9187387
aou + silicate Indian (26.5,26.75] 0.9316850 0.9116759 0.9659047
aou + silicate Indian (26.75,27] 0.9593513 0.9439138 0.9813957
aou + silicate Indian (27,27.25] 0.9499538 0.9353518 0.9736475
aou + silicate Indian (27.25,27.5] 0.9369062 0.9226641 0.9541240
aou + silicate Indian (27.5,27.75] 0.9135356 0.8774637 0.9344956
aou + silicate Indian (27.75,27.85] 0.9710836 0.9577973 0.9867558
aou + silicate Indian (27.85,27.95] 0.9723977 0.9593438 0.9869585
aou + silicate Indian (27.95,28.05] 0.9613315 0.9427535 0.9784832
aou + silicate Indian (28.05,28.1] 0.9828064 0.9757142 0.9930268
aou + silicate Indian (28.1,28.2] 0.8935017 0.8194675 0.9390001
aou + silicate Indian (28.2,28.3] 0.7293266 0.6994834 0.7469572
aou + silicate Indian (28.3, Inf] 0.7685494 0.6511775 0.8453459
aou + silicate N_Atlantic (-Inf,26] 0.4003064 0.4003064 0.4003064
aou + silicate N_Atlantic (26,26.5] 0.9538142 0.9538142 0.9538142
aou + silicate N_Atlantic (26.5,26.75] 0.7590972 0.6511496 0.8787442
aou + silicate N_Atlantic (26.75,27] 0.7760438 0.7141292 0.8229281
aou + silicate N_Atlantic (27,27.25] 0.8524647 0.7307758 0.9253297
aou + silicate N_Atlantic (27.25,27.5] 0.8803163 0.8274116 0.9276395
aou + silicate N_Atlantic (27.5,27.75] 0.8766441 0.8549527 0.8929854
aou + silicate N_Atlantic (27.75,27.85] 0.3960854 0.1876578 0.5383292
aou + silicate N_Atlantic (27.85,27.95] 0.1684278 0.0468648 0.3041593
aou + silicate N_Atlantic (27.95,28.05] 0.0884965 -0.1274825 0.3111917
aou + silicate N_Atlantic (28.05,28.1] 0.0049260 -0.1042339 0.1781144
aou + silicate N_Atlantic (28.1,28.15] 0.5301501 0.4699694 0.5903988
aou + silicate N_Atlantic (28.15,28.2] 0.9362258 0.9191663 0.9516735
aou + silicate N_Atlantic (28.2, Inf] 0.9819500 0.9742985 0.9918582
aou + silicate N_Pacific (-Inf,26] 0.7362299 0.5283675 0.9235302
aou + silicate N_Pacific (26,26.5] 0.8679259 0.7942991 0.9164762
aou + silicate N_Pacific (26.5,26.75] 0.9006101 0.8738787 0.9349387
aou + silicate N_Pacific (26.75,27] 0.8275210 0.7806946 0.8834498
aou + silicate N_Pacific (27,27.25] 0.7585094 0.6707036 0.8514818
aou + silicate N_Pacific (27.25,27.5] 0.6671851 0.6141276 0.7117377
aou + silicate N_Pacific (27.5,27.75] 0.6220569 0.5182642 0.7240073
aou + silicate N_Pacific (27.75,27.85] 0.6322783 0.4585964 0.7862742
aou + silicate N_Pacific (27.85,27.95] 0.5024152 0.2002957 0.6670251
aou + silicate N_Pacific (27.95,28.05] 0.2761467 0.0019114 0.4719680
aou + silicate N_Pacific (28.05,28.1] 0.7197461 0.6266517 0.8150699
aou + silicate N_Pacific (28.1,28.2] 0.3079586 0.2419640 0.3996034
aou + silicate N_Pacific (28.2,28.3] 0.8802652 0.8666764 0.8987573
aou + silicate N_Pacific (28.3, Inf] 0.9906182 0.9873580 0.9937848
aou + silicate Pacific (-Inf,26] 0.8281472 0.7946909 0.8924983
aou + silicate Pacific (26,26.5] 0.8688782 0.8076789 0.9164738
aou + silicate Pacific (26.5,26.75] 0.8056351 0.7237830 0.8705844
aou + silicate Pacific (26.75,27] 0.8406916 0.8055577 0.8585821
aou + silicate Pacific (27,27.25] 0.9095494 0.8845401 0.9228267
aou + silicate Pacific (27.25,27.5] 0.9297459 0.8916378 0.9502218
aou + silicate Pacific (27.5,27.75] 0.9340778 0.9149934 0.9456005
aou + silicate Pacific (27.75,27.85] 0.9619213 0.9434893 0.9735918
aou + silicate Pacific (27.85,27.95] 0.9545994 0.9329848 0.9700951
aou + silicate Pacific (27.95,28.05] 0.9450925 0.9248421 0.9596438
aou + silicate Pacific (28.05,28.1] 0.9807706 0.9741116 0.9843518
aou + silicate Pacific (28.1,28.2] 0.8326150 0.7674740 0.8699687
aou + silicate Pacific (28.2,28.3] 0.8036223 0.7937899 0.8149354
aou + silicate Pacific (28.3, Inf] 0.9542805 0.9499739 0.9628038
aou + silicate SO (26,26.5] 0.4370641 -0.2295575 0.8046490
aou + silicate SO (26.5,26.75] 0.8203420 0.6909773 0.9209161
aou + silicate SO (26.75,27] 0.9045810 0.8973452 0.9148099
aou + silicate SO (27,27.25] 0.8317880 0.8224122 0.8400637
aou + silicate SO (27.25,27.5] 0.7824514 0.7729924 0.7961581
aou + silicate SO (27.5,27.75] 0.8914734 0.8632000 0.9110946
aou + silicate SO (27.75,27.85] 0.9283623 0.9033578 0.9501501
aou + silicate SO (27.85,27.95] 0.9104106 0.8914055 0.9291926
aou + silicate SO (27.95,28.05] 0.9183222 0.8867340 0.9552199
aou + silicate SO (28.05,28.1] 0.9375427 0.9180566 0.9506891
aou + silicate SO (28.1,28.15] 0.7564215 0.7212105 0.8228512
aou + silicate SO (28.1,28.2] 0.9553105 0.9514667 0.9589268
aou + silicate SO (28.15,28.2] 0.8117726 0.6855535 0.9267078
aou + silicate SO (28.2, Inf] 0.0418490 -0.2882034 0.5451137
aou + silicate SO (28.2,28.3] 0.9495198 0.9405462 0.9551543
aou + silicate SO (28.3, Inf] 0.7077867 0.6502001 0.7397445
nitrate + phosphate Atlantic (-Inf,26] 0.3877159 0.3254820 0.4918886
nitrate + phosphate Atlantic (26,26.5] 0.7048541 0.6847250 0.7382850
nitrate + phosphate Atlantic (26.5,26.75] 0.9325159 0.9228156 0.9408298
nitrate + phosphate Atlantic (26.75,27] 0.9702314 0.9692722 0.9716527
nitrate + phosphate Atlantic (27,27.25] 0.9755714 0.9667053 0.9807797
nitrate + phosphate Atlantic (27.25,27.5] 0.9868950 0.9818579 0.9904623
nitrate + phosphate Atlantic (27.5,27.75] 0.9955542 0.9952047 0.9959248
nitrate + phosphate Atlantic (27.75,27.85] 0.9976624 0.9973999 0.9981086
nitrate + phosphate Atlantic (27.85,27.95] 0.9986897 0.9979935 0.9993191
nitrate + phosphate Atlantic (27.95,28.05] 0.9981839 0.9972964 0.9986577
nitrate + phosphate Atlantic (28.05,28.1] 0.9994717 0.9992330 0.9996921
nitrate + phosphate Atlantic (28.1,28.15] 0.9989030 0.9981195 0.9995039
nitrate + phosphate Atlantic (28.15,28.2] 0.9907448 0.9901935 0.9917036
nitrate + phosphate Atlantic (28.2, Inf] 0.9966911 0.9960643 0.9976992
nitrate + phosphate Indian (-Inf,26] 0.9359762 0.9222859 0.9451354
nitrate + phosphate Indian (26,26.5] 0.8585996 0.7929192 0.9130919
nitrate + phosphate Indian (26.5,26.75] 0.9090993 0.8732798 0.9597287
nitrate + phosphate Indian (26.75,27] 0.9407570 0.9128463 0.9689994
nitrate + phosphate Indian (27,27.25] 0.9544862 0.9385884 0.9717660
nitrate + phosphate Indian (27.25,27.5] 0.9676738 0.9373838 0.9869885
nitrate + phosphate Indian (27.5,27.75] 0.9847011 0.9646814 0.9968526
nitrate + phosphate Indian (27.75,27.85] 0.9877474 0.9663042 0.9996836
nitrate + phosphate Indian (27.85,27.95] 0.9956664 0.9895604 0.9996060
nitrate + phosphate Indian (27.95,28.05] 0.9952451 0.9885514 0.9994916
nitrate + phosphate Indian (28.05,28.1] 0.9976421 0.9955488 0.9994806
nitrate + phosphate Indian (28.1,28.2] 0.9957039 0.9939075 0.9978459
nitrate + phosphate Indian (28.2,28.3] 0.9878837 0.9810800 0.9932572
nitrate + phosphate Indian (28.3, Inf] 0.9872219 0.9815249 0.9909585
nitrate + phosphate N_Atlantic (-Inf,26] -0.2111758 -0.2111758 -0.2111758
nitrate + phosphate N_Atlantic (26,26.5] 0.9959180 0.9959180 0.9959180
nitrate + phosphate N_Atlantic (26.5,26.75] 0.9444826 0.9348327 0.9496161
nitrate + phosphate N_Atlantic (26.75,27] 0.9580742 0.9482984 0.9771216
nitrate + phosphate N_Atlantic (27,27.25] 0.9824707 0.9701042 0.9938972
nitrate + phosphate N_Atlantic (27.25,27.5] 0.9838603 0.9754620 0.9912858
nitrate + phosphate N_Atlantic (27.5,27.75] 0.9894369 0.9880504 0.9903260
nitrate + phosphate N_Atlantic (27.75,27.85] 0.9946511 0.9927602 0.9960528
nitrate + phosphate N_Atlantic (27.85,27.95] 0.9938732 0.9931279 0.9944687
nitrate + phosphate N_Atlantic (27.95,28.05] 0.9908879 0.9878658 0.9938662
nitrate + phosphate N_Atlantic (28.05,28.1] 0.9854195 0.9809027 0.9889200
nitrate + phosphate N_Atlantic (28.1,28.15] 0.9883119 0.9869789 0.9909369
nitrate + phosphate N_Atlantic (28.15,28.2] 0.9980374 0.9977076 0.9985554
nitrate + phosphate N_Atlantic (28.2, Inf] 0.9973425 0.9966957 0.9982302
nitrate + phosphate N_Pacific (-Inf,26] 0.9358869 0.9006219 0.9782928
nitrate + phosphate N_Pacific (26,26.5] 0.9792064 0.9701491 0.9838627
nitrate + phosphate N_Pacific (26.5,26.75] 0.9870907 0.9807830 0.9957022
nitrate + phosphate N_Pacific (26.75,27] 0.9228194 0.8861890 0.9725914
nitrate + phosphate N_Pacific (27,27.25] 0.6951770 0.3205633 0.9313392
nitrate + phosphate N_Pacific (27.25,27.5] 0.4914001 0.3571098 0.6219883
nitrate + phosphate N_Pacific (27.5,27.75] 0.2690023 0.0677748 0.4046088
nitrate + phosphate N_Pacific (27.75,27.85] 0.3505012 0.2288431 0.4585068
nitrate + phosphate N_Pacific (27.85,27.95] 0.6715673 0.6297699 0.7088817
nitrate + phosphate N_Pacific (27.95,28.05] 0.9428436 0.9222483 0.9708898
nitrate + phosphate N_Pacific (28.05,28.1] 0.9791373 0.9696234 0.9940200
nitrate + phosphate N_Pacific (28.1,28.2] 0.9853758 0.9783815 0.9976536
nitrate + phosphate N_Pacific (28.2,28.3] 0.9961953 0.9947909 0.9989150
nitrate + phosphate N_Pacific (28.3, Inf] 0.9821804 0.9683325 0.9953425
nitrate + phosphate Pacific (-Inf,26] 0.9829117 0.9816954 0.9849711
nitrate + phosphate Pacific (26,26.5] 0.9453092 0.9377376 0.9584320
nitrate + phosphate Pacific (26.5,26.75] 0.8372295 0.7705838 0.9052085
nitrate + phosphate Pacific (26.75,27] 0.7527529 0.6601785 0.8214387
nitrate + phosphate Pacific (27,27.25] 0.8123562 0.7641164 0.8544449
nitrate + phosphate Pacific (27.25,27.5] 0.8296517 0.7451698 0.8778681
nitrate + phosphate Pacific (27.5,27.75] 0.8915829 0.8627604 0.9157473
nitrate + phosphate Pacific (27.75,27.85] 0.9753575 0.9707424 0.9837915
nitrate + phosphate Pacific (27.85,27.95] 0.9915010 0.9895978 0.9947053
nitrate + phosphate Pacific (27.95,28.05] 0.9983783 0.9980434 0.9987544
nitrate + phosphate Pacific (28.05,28.1] 0.9977770 0.9971093 0.9982271
nitrate + phosphate Pacific (28.1,28.2] 0.9946393 0.9938234 0.9954314
nitrate + phosphate Pacific (28.2,28.3] 0.9974224 0.9960101 0.9985651
nitrate + phosphate Pacific (28.3, Inf] 0.9956833 0.9952725 0.9964034
nitrate + phosphate SO (26,26.5] 0.9874935 0.9739609 0.9960791
nitrate + phosphate SO (26.5,26.75] 0.9782473 0.9588121 0.9887592
nitrate + phosphate SO (26.75,27] 0.9878803 0.9861666 0.9894778
nitrate + phosphate SO (27,27.25] 0.9971902 0.9965468 0.9975629
nitrate + phosphate SO (27.25,27.5] 0.9986200 0.9983883 0.9990012
nitrate + phosphate SO (27.5,27.75] 0.9990333 0.9987644 0.9992384
nitrate + phosphate SO (27.75,27.85] 0.9989706 0.9987163 0.9992410
nitrate + phosphate SO (27.85,27.95] 0.9982782 0.9972829 0.9987961
nitrate + phosphate SO (27.95,28.05] 0.9989961 0.9988559 0.9990731
nitrate + phosphate SO (28.05,28.1] 0.9985057 0.9984234 0.9985578
nitrate + phosphate SO (28.1,28.15] 0.9986383 0.9981307 0.9992464
nitrate + phosphate SO (28.1,28.2] 0.9981717 0.9977518 0.9985151
nitrate + phosphate SO (28.15,28.2] 0.9982133 0.9969852 0.9993742
nitrate + phosphate SO (28.2, Inf] 0.9153808 0.8903267 0.9556894
nitrate + phosphate SO (28.2,28.3] 0.9961796 0.9952309 0.9974418
nitrate + phosphate SO (28.3, Inf] 0.9799202 0.9733817 0.9849224
nitrate + phosphate_star Atlantic (-Inf,26] 0.0072044 -0.6183317 0.3725043
nitrate + phosphate_star Atlantic (26,26.5] 0.1600996 0.0283908 0.2321211
nitrate + phosphate_star Atlantic (26.5,26.75] 0.2477525 0.1068138 0.3543089
nitrate + phosphate_star Atlantic (26.75,27] 0.1716489 0.0947628 0.2810650
nitrate + phosphate_star Atlantic (27,27.25] 0.2379511 0.1859689 0.2872848
nitrate + phosphate_star Atlantic (27.25,27.5] 0.4816693 0.4237497 0.5259221
nitrate + phosphate_star Atlantic (27.5,27.75] 0.7602731 0.6979327 0.8044457
nitrate + phosphate_star Atlantic (27.75,27.85] 0.8850892 0.8615256 0.9171374
nitrate + phosphate_star Atlantic (27.85,27.95] 0.9343448 0.8974422 0.9654378
nitrate + phosphate_star Atlantic (27.95,28.05] 0.9510134 0.9162500 0.9761493
nitrate + phosphate_star Atlantic (28.05,28.1] 0.9825646 0.9750380 0.9888454
nitrate + phosphate_star Atlantic (28.1,28.15] 0.9815073 0.9699864 0.9904703
nitrate + phosphate_star Atlantic (28.15,28.2] 0.9698181 0.9661140 0.9730567
nitrate + phosphate_star Atlantic (28.2, Inf] 0.9915045 0.9895028 0.9936621
nitrate + phosphate_star Indian (-Inf,26] 0.8431905 0.8183463 0.8640944
nitrate + phosphate_star Indian (26,26.5] 0.6395647 0.5431876 0.7601925
nitrate + phosphate_star Indian (26.5,26.75] 0.6333436 0.5994601 0.6809832
nitrate + phosphate_star Indian (26.75,27] 0.5818445 0.5619383 0.5998787
nitrate + phosphate_star Indian (27,27.25] 0.6021050 0.5484242 0.6417659
nitrate + phosphate_star Indian (27.25,27.5] 0.3751617 0.2956897 0.4633707
nitrate + phosphate_star Indian (27.5,27.75] 0.0307448 -0.0281347 0.0988411
nitrate + phosphate_star Indian (27.75,27.85] -0.6499833 -0.6979591 -0.5595403
nitrate + phosphate_star Indian (27.85,27.95] -0.6790608 -0.7055071 -0.6590696
nitrate + phosphate_star Indian (27.95,28.05] -0.5414989 -0.6341038 -0.4596505
nitrate + phosphate_star Indian (28.05,28.1] -0.4597088 -0.6279810 -0.3016373
nitrate + phosphate_star Indian (28.1,28.2] 0.4642108 0.0328379 0.7433681
nitrate + phosphate_star Indian (28.2,28.3] 0.7095498 0.6069395 0.7660104
nitrate + phosphate_star Indian (28.3, Inf] 0.1784706 0.0164237 0.4559324
nitrate + phosphate_star N_Atlantic (-Inf,26] 0.8559754 0.8559754 0.8559754
nitrate + phosphate_star N_Atlantic (26,26.5] -0.1527022 -0.1527022 -0.1527022
nitrate + phosphate_star N_Atlantic (26.5,26.75] -0.1877201 -0.7464538 0.5736623
nitrate + phosphate_star N_Atlantic (26.75,27] -0.5634805 -0.7950433 -0.2869058
nitrate + phosphate_star N_Atlantic (27,27.25] -0.8528110 -0.9394168 -0.7610636
nitrate + phosphate_star N_Atlantic (27.25,27.5] -0.6598516 -0.8150468 -0.4862768
nitrate + phosphate_star N_Atlantic (27.5,27.75] -0.3334685 -0.4236180 -0.2543751
nitrate + phosphate_star N_Atlantic (27.75,27.85] 0.0810071 -0.0444080 0.1781651
nitrate + phosphate_star N_Atlantic (27.85,27.95] 0.4847529 0.4611488 0.5106842
nitrate + phosphate_star N_Atlantic (27.95,28.05] 0.7621635 0.7194186 0.7994135
nitrate + phosphate_star N_Atlantic (28.05,28.1] 0.8671739 0.8469466 0.8969944
nitrate + phosphate_star N_Atlantic (28.1,28.15] 0.9027173 0.8869571 0.9243719
nitrate + phosphate_star N_Atlantic (28.15,28.2] 0.9663447 0.9610674 0.9734971
nitrate + phosphate_star N_Atlantic (28.2, Inf] 0.9951185 0.9912364 0.9993598
nitrate + phosphate_star N_Pacific (-Inf,26] -0.2181739 -0.6823405 0.2010296
nitrate + phosphate_star N_Pacific (26,26.5] 0.2742815 0.1289221 0.4345339
nitrate + phosphate_star N_Pacific (26.5,26.75] 0.4644622 0.3434895 0.5308112
nitrate + phosphate_star N_Pacific (26.75,27] 0.0273225 -0.1050303 0.1056701
nitrate + phosphate_star N_Pacific (27,27.25] 0.0867733 -0.2130814 0.3023328
nitrate + phosphate_star N_Pacific (27.25,27.5] 0.4069146 0.3480790 0.4681494
nitrate + phosphate_star N_Pacific (27.5,27.75] 0.3392553 0.1939446 0.4346426
nitrate + phosphate_star N_Pacific (27.75,27.85] 0.2948930 0.2204822 0.3863047
nitrate + phosphate_star N_Pacific (27.85,27.95] -0.0249937 -0.1486237 0.1321458
nitrate + phosphate_star N_Pacific (27.95,28.05] -0.4426501 -0.5327461 -0.3580669
nitrate + phosphate_star N_Pacific (28.05,28.1] -0.5722279 -0.6204767 -0.5338441
nitrate + phosphate_star N_Pacific (28.1,28.2] -0.8512232 -0.8642958 -0.8401946
nitrate + phosphate_star N_Pacific (28.2,28.3] -0.4398050 -0.5011011 -0.3681948
nitrate + phosphate_star N_Pacific (28.3, Inf] -0.9245836 -0.9992316 -0.7905717
nitrate + phosphate_star Pacific (-Inf,26] 0.8159622 0.7769862 0.8704127
nitrate + phosphate_star Pacific (26,26.5] 0.8358256 0.7779167 0.8768073
nitrate + phosphate_star Pacific (26.5,26.75] 0.7617929 0.6066739 0.8730982
nitrate + phosphate_star Pacific (26.75,27] 0.7185326 0.6054418 0.7789385
nitrate + phosphate_star Pacific (27,27.25] 0.7024059 0.6383395 0.7353475
nitrate + phosphate_star Pacific (27.25,27.5] 0.5838940 0.4741697 0.6742177
nitrate + phosphate_star Pacific (27.5,27.75] 0.4404962 0.3873665 0.5194377
nitrate + phosphate_star Pacific (27.75,27.85] 0.2594727 0.0784176 0.3996530
nitrate + phosphate_star Pacific (27.85,27.95] 0.2690550 0.2166520 0.3647627
nitrate + phosphate_star Pacific (27.95,28.05] 0.2434666 0.2008255 0.2736696
nitrate + phosphate_star Pacific (28.05,28.1] 0.4988542 0.4746395 0.5244686
nitrate + phosphate_star Pacific (28.1,28.2] 0.1863686 0.1294515 0.2179961
nitrate + phosphate_star Pacific (28.2,28.3] 0.1527386 0.0369469 0.2391143
nitrate + phosphate_star Pacific (28.3, Inf] -0.8412593 -0.8594369 -0.8147218
nitrate + phosphate_star SO (26,26.5] 0.0912427 -0.4107406 0.6345389
nitrate + phosphate_star SO (26.5,26.75] 0.7035064 0.6412398 0.7407515
nitrate + phosphate_star SO (26.75,27] 0.6639166 0.5821760 0.7139414
nitrate + phosphate_star SO (27,27.25] 0.5461063 0.5243703 0.5689580
nitrate + phosphate_star SO (27.25,27.5] 0.0782399 0.0449843 0.1377908
nitrate + phosphate_star SO (27.5,27.75] -0.0218901 -0.0375996 0.0040191
nitrate + phosphate_star SO (27.75,27.85] -0.5887410 -0.6206627 -0.5616570
nitrate + phosphate_star SO (27.85,27.95] -0.5127112 -0.6011801 -0.4083819
nitrate + phosphate_star SO (27.95,28.05] -0.3493081 -0.6637876 0.0126794
nitrate + phosphate_star SO (28.05,28.1] -0.1608876 -0.4445407 0.2635600
nitrate + phosphate_star SO (28.1,28.15] 0.8304498 0.7168536 0.9194075
nitrate + phosphate_star SO (28.1,28.2] -0.3620610 -0.4954561 -0.2338375
nitrate + phosphate_star SO (28.15,28.2] 0.8088750 0.6160346 0.9482049
nitrate + phosphate_star SO (28.2, Inf] 0.6850726 0.5877684 0.8046024
nitrate + phosphate_star SO (28.2,28.3] -0.4607848 -0.5383912 -0.3917358
nitrate + phosphate_star SO (28.3, Inf] -0.5818941 -0.6821653 -0.4920719
nitrate + silicate Atlantic (-Inf,26] 0.4982299 -0.2565749 0.9158425
nitrate + silicate Atlantic (26,26.5] 0.7147670 0.6336792 0.7824566
nitrate + silicate Atlantic (26.5,26.75] 0.7664547 0.7391949 0.8179459
nitrate + silicate Atlantic (26.75,27] 0.8047372 0.7747301 0.8300724
nitrate + silicate Atlantic (27,27.25] 0.6371510 0.5520000 0.7054135
nitrate + silicate Atlantic (27.25,27.5] 0.6324702 0.5970405 0.6503731
nitrate + silicate Atlantic (27.5,27.75] 0.7910495 0.7174981 0.8466699
nitrate + silicate Atlantic (27.75,27.85] 0.8621427 0.8153478 0.9153953
nitrate + silicate Atlantic (27.85,27.95] 0.9114333 0.8605845 0.9532220
nitrate + silicate Atlantic (27.95,28.05] 0.9418358 0.8969860 0.9773406
nitrate + silicate Atlantic (28.05,28.1] 0.9725984 0.9577608 0.9855005
nitrate + silicate Atlantic (28.1,28.15] 0.9658090 0.9454573 0.9834906
nitrate + silicate Atlantic (28.15,28.2] 0.9090598 0.9037502 0.9152280
nitrate + silicate Atlantic (28.2, Inf] 0.9679376 0.9589417 0.9782789
nitrate + silicate Indian (-Inf,26] 0.8297096 0.7738546 0.8624191
nitrate + silicate Indian (26,26.5] 0.7846556 0.7441323 0.8182923
nitrate + silicate Indian (26.5,26.75] 0.8609421 0.8264457 0.9108443
nitrate + silicate Indian (26.75,27] 0.9144376 0.8895843 0.9378683
nitrate + silicate Indian (27,27.25] 0.9452025 0.9293832 0.9643552
nitrate + silicate Indian (27.25,27.5] 0.9631802 0.9369608 0.9828429
nitrate + silicate Indian (27.5,27.75] 0.9740648 0.9641370 0.9870513
nitrate + silicate Indian (27.75,27.85] 0.9772064 0.9594413 0.9941561
nitrate + silicate Indian (27.85,27.95] 0.9799070 0.9722031 0.9910960
nitrate + silicate Indian (27.95,28.05] 0.9693302 0.9577218 0.9827872
nitrate + silicate Indian (28.05,28.1] 0.9826201 0.9760951 0.9911676
nitrate + silicate Indian (28.1,28.2] 0.8913936 0.8217419 0.9299808
nitrate + silicate Indian (28.2,28.3] 0.7238130 0.6604906 0.7558842
nitrate + silicate Indian (28.3, Inf] 0.8291369 0.7488376 0.9063567
nitrate + silicate N_Atlantic (-Inf,26] 0.9537305 0.9537305 0.9537305
nitrate + silicate N_Atlantic (26,26.5] 0.9666976 0.9666976 0.9666976
nitrate + silicate N_Atlantic (26.5,26.75] 0.8307698 0.7811559 0.9136184
nitrate + silicate N_Atlantic (26.75,27] 0.8905826 0.8591385 0.9200744
nitrate + silicate N_Atlantic (27,27.25] 0.9431570 0.9110410 0.9715580
nitrate + silicate N_Atlantic (27.25,27.5] 0.9548731 0.9402662 0.9720944
nitrate + silicate N_Atlantic (27.5,27.75] 0.9516390 0.9489020 0.9543213
nitrate + silicate N_Atlantic (27.75,27.85] 0.7155297 0.6415736 0.7606911
nitrate + silicate N_Atlantic (27.85,27.95] 0.5484446 0.4814979 0.6437845
nitrate + silicate N_Atlantic (27.95,28.05] 0.5837007 0.4487122 0.7182688
nitrate + silicate N_Atlantic (28.05,28.1] 0.2034136 -0.0108176 0.4319952
nitrate + silicate N_Atlantic (28.1,28.15] 0.6896815 0.6389607 0.7721022
nitrate + silicate N_Atlantic (28.15,28.2] 0.9692276 0.9645332 0.9753170
nitrate + silicate N_Atlantic (28.2, Inf] 0.9747623 0.9612091 0.9903948
nitrate + silicate N_Pacific (-Inf,26] 0.8400253 0.8048304 0.8985721
nitrate + silicate N_Pacific (26,26.5] 0.8729061 0.8256356 0.9214021
nitrate + silicate N_Pacific (26.5,26.75] 0.8987245 0.8695658 0.9292922
nitrate + silicate N_Pacific (26.75,27] 0.8338730 0.7773110 0.8891301
nitrate + silicate N_Pacific (27,27.25] 0.7279227 0.6277786 0.8078200
nitrate + silicate N_Pacific (27.25,27.5] 0.6371927 0.6190558 0.6651434
nitrate + silicate N_Pacific (27.5,27.75] 0.5965970 0.5342496 0.7088716
nitrate + silicate N_Pacific (27.75,27.85] 0.6965748 0.6103731 0.7407223
nitrate + silicate N_Pacific (27.85,27.95] 0.6315922 0.2874121 0.8053907
nitrate + silicate N_Pacific (27.95,28.05] 0.3351813 -0.0466845 0.6177763
nitrate + silicate N_Pacific (28.05,28.1] 0.6248634 0.4620344 0.8173980
nitrate + silicate N_Pacific (28.1,28.2] 0.2170412 0.1509776 0.2513052
nitrate + silicate N_Pacific (28.2,28.3] 0.8507498 0.8288078 0.8858444
nitrate + silicate N_Pacific (28.3, Inf] 0.9636112 0.9436409 0.9948761
nitrate + silicate Pacific (-Inf,26] 0.9171185 0.9008264 0.9440368
nitrate + silicate Pacific (26,26.5] 0.9401039 0.9090478 0.9588731
nitrate + silicate Pacific (26.5,26.75] 0.8937470 0.8255186 0.9511073
nitrate + silicate Pacific (26.75,27] 0.8568999 0.7900023 0.9037625
nitrate + silicate Pacific (27,27.25] 0.8920371 0.8673552 0.9129979
nitrate + silicate Pacific (27.25,27.5] 0.8938113 0.8388129 0.9217132
nitrate + silicate Pacific (27.5,27.75] 0.9278746 0.9044997 0.9420652
nitrate + silicate Pacific (27.75,27.85] 0.9679661 0.9499844 0.9814665
nitrate + silicate Pacific (27.85,27.95] 0.9648851 0.9440722 0.9796270
nitrate + silicate Pacific (27.95,28.05] 0.9518501 0.9264529 0.9660458
nitrate + silicate Pacific (28.05,28.1] 0.9694802 0.9573730 0.9757030
nitrate + silicate Pacific (28.1,28.2] 0.8402475 0.7708244 0.8805426
nitrate + silicate Pacific (28.2,28.3] 0.7960365 0.7909975 0.8035075
nitrate + silicate Pacific (28.3, Inf] 0.9599249 0.9587390 0.9621494
nitrate + silicate SO (26,26.5] 0.8433603 0.6716670 0.9892484
nitrate + silicate SO (26.5,26.75] 0.4926822 0.1231834 0.6953929
nitrate + silicate SO (26.75,27] 0.7834456 0.7501434 0.8074988
nitrate + silicate SO (27,27.25] 0.9449024 0.9410739 0.9476135
nitrate + silicate SO (27.25,27.5] 0.9696117 0.9677295 0.9713182
nitrate + silicate SO (27.5,27.75] 0.9707888 0.9636423 0.9749999
nitrate + silicate SO (27.75,27.85] 0.9752649 0.9673699 0.9818775
nitrate + silicate SO (27.85,27.95] 0.9762555 0.9639985 0.9825272
nitrate + silicate SO (27.95,28.05] 0.9773054 0.9730178 0.9817009
nitrate + silicate SO (28.05,28.1] 0.9577939 0.9389021 0.9678916
nitrate + silicate SO (28.1,28.15] 0.8803227 0.7888395 0.9441959
nitrate + silicate SO (28.1,28.2] 0.9505164 0.9338175 0.9667431
nitrate + silicate SO (28.15,28.2] 0.8197937 0.7454312 0.9300871
nitrate + silicate SO (28.2, Inf] 0.5809704 0.5061046 0.7062278
nitrate + silicate SO (28.2,28.3] 0.9107598 0.8927218 0.9381180
nitrate + silicate SO (28.3, Inf] 0.8688943 0.8533035 0.8966224
phosphate + phosphate_star Atlantic (-Inf,26] 0.5889918 0.2870308 0.9138175
phosphate + phosphate_star Atlantic (26,26.5] 0.6799926 0.5414531 0.7558118
phosphate + phosphate_star Atlantic (26.5,26.75] 0.5195711 0.4147702 0.6097099
phosphate + phosphate_star Atlantic (26.75,27] 0.3643219 0.3034250 0.4815464
phosphate + phosphate_star Atlantic (27,27.25] 0.4136984 0.3792592 0.4550879
phosphate + phosphate_star Atlantic (27.25,27.5] 0.6052317 0.5342718 0.6682392
phosphate + phosphate_star Atlantic (27.5,27.75] 0.8138737 0.7586070 0.8548523
phosphate + phosphate_star Atlantic (27.75,27.85] 0.9143039 0.8953385 0.9394724
phosphate + phosphate_star Atlantic (27.85,27.95] 0.9509543 0.9230280 0.9741464
phosphate + phosphate_star Atlantic (27.95,28.05] 0.9641614 0.9383695 0.9824562
phosphate + phosphate_star Atlantic (28.05,28.1] 0.9875765 0.9823401 0.9919139
phosphate + phosphate_star Atlantic (28.1,28.15] 0.9880569 0.9808587 0.9937145
phosphate + phosphate_star Atlantic (28.15,28.2] 0.9894588 0.9879077 0.9905769
phosphate + phosphate_star Atlantic (28.2, Inf] 0.9962846 0.9958784 0.9970705
phosphate + phosphate_star Indian (-Inf,26] 0.9221929 0.9121421 0.9378899
phosphate + phosphate_star Indian (26,26.5] 0.8264722 0.8182009 0.8389079
phosphate + phosphate_star Indian (26.5,26.75] 0.7595902 0.6974960 0.7930295
phosphate + phosphate_star Indian (26.75,27] 0.6517645 0.5689367 0.6933461
phosphate + phosphate_star Indian (27,27.25] 0.6148365 0.5414359 0.6612904
phosphate + phosphate_star Indian (27.25,27.5] 0.3444737 0.2503128 0.4268373
phosphate + phosphate_star Indian (27.5,27.75] -0.0186510 -0.0620262 0.0361526
phosphate + phosphate_star Indian (27.75,27.85] -0.6526416 -0.7052748 -0.5692273
phosphate + phosphate_star Indian (27.85,27.95] -0.6852917 -0.7056204 -0.6622068
phosphate + phosphate_star Indian (27.95,28.05] -0.5481103 -0.6345537 -0.4756357
phosphate + phosphate_star Indian (28.05,28.1] -0.4693377 -0.6170801 -0.3240979
phosphate + phosphate_star Indian (28.1,28.2] 0.4869768 0.0968481 0.7501117
phosphate + phosphate_star Indian (28.2,28.3] 0.7799708 0.7144854 0.8220892
phosphate + phosphate_star Indian (28.3, Inf] 0.2278515 0.0667512 0.4797126
phosphate + phosphate_star N_Atlantic (-Inf,26] -0.0046482 -0.0046482 -0.0046482
phosphate + phosphate_star N_Atlantic (26,26.5] -0.0751793 -0.0751793 -0.0751793
phosphate + phosphate_star N_Atlantic (26.5,26.75] 0.0716094 -0.5101615 0.8108235
phosphate + phosphate_star N_Atlantic (26.75,27] -0.3763516 -0.6049106 -0.1593480
phosphate + phosphate_star N_Atlantic (27,27.25] -0.7753914 -0.9040575 -0.6339971
phosphate + phosphate_star N_Atlantic (27.25,27.5] -0.5346608 -0.7410313 -0.2947166
phosphate + phosphate_star N_Atlantic (27.5,27.75] -0.2050121 -0.3051436 -0.1278528
phosphate + phosphate_star N_Atlantic (27.75,27.85] 0.1741744 0.0427270 0.2912742
phosphate + phosphate_star N_Atlantic (27.85,27.95] 0.5750479 0.5523330 0.5926712
phosphate + phosphate_star N_Atlantic (27.95,28.05] 0.8394383 0.8152495 0.8593898
phosphate + phosphate_star N_Atlantic (28.05,28.1] 0.9225208 0.9090175 0.9367074
phosphate + phosphate_star N_Atlantic (28.1,28.15] 0.9366369 0.9247325 0.9534306
phosphate + phosphate_star N_Atlantic (28.15,28.2] 0.9745375 0.9713395 0.9790698
phosphate + phosphate_star N_Atlantic (28.2, Inf] 0.9968786 0.9932985 0.9989982
phosphate + phosphate_star N_Pacific (-Inf,26] 0.0879663 -0.5263606 0.6001265
phosphate + phosphate_star N_Pacific (26,26.5] 0.4293678 0.3270350 0.5607496
phosphate + phosphate_star N_Pacific (26.5,26.75] 0.4979124 0.4119985 0.5580000
phosphate + phosphate_star N_Pacific (26.75,27] 0.1376599 0.0064011 0.2266241
phosphate + phosphate_star N_Pacific (27,27.25] 0.2413272 0.0345561 0.4322396
phosphate + phosphate_star N_Pacific (27.25,27.5] 0.8521519 0.8126368 0.9277205
phosphate + phosphate_star N_Pacific (27.5,27.75] 0.8293853 0.8083062 0.8449951
phosphate + phosphate_star N_Pacific (27.75,27.85] 0.5318702 0.4597308 0.6076971
phosphate + phosphate_star N_Pacific (27.85,27.95] 0.0529958 -0.1018383 0.1673069
phosphate + phosphate_star N_Pacific (27.95,28.05] -0.5110757 -0.5307118 -0.4721095
phosphate + phosphate_star N_Pacific (28.05,28.1] -0.6206526 -0.6639854 -0.5949418
phosphate + phosphate_star N_Pacific (28.1,28.2] -0.8477610 -0.8686431 -0.8235707
phosphate + phosphate_star N_Pacific (28.2,28.3] -0.4027389 -0.4900319 -0.3185317
phosphate + phosphate_star N_Pacific (28.3, Inf] -0.9239189 -0.9922112 -0.8713118
phosphate + phosphate_star Pacific (-Inf,26] 0.7967328 0.7578501 0.8484191
phosphate + phosphate_star Pacific (26,26.5] 0.8425403 0.7756700 0.8894868
phosphate + phosphate_star Pacific (26.5,26.75] 0.8038119 0.6724688 0.8849360
phosphate + phosphate_star Pacific (26.75,27] 0.8517059 0.7753606 0.8990901
phosphate + phosphate_star Pacific (27,27.25] 0.8391139 0.7799200 0.8818482
phosphate + phosphate_star Pacific (27.25,27.5] 0.7163015 0.6168823 0.7921753
phosphate + phosphate_star Pacific (27.5,27.75] 0.5237446 0.4796966 0.5889607
phosphate + phosphate_star Pacific (27.75,27.85] 0.3061091 0.1361694 0.4549400
phosphate + phosphate_star Pacific (27.85,27.95] 0.2650817 0.2078026 0.3628497
phosphate + phosphate_star Pacific (27.95,28.05] 0.2112578 0.1755721 0.2461435
phosphate + phosphate_star Pacific (28.05,28.1] 0.4663323 0.4424273 0.4982699
phosphate + phosphate_star Pacific (28.1,28.2] 0.1417280 0.0848289 0.1730832
phosphate + phosphate_star Pacific (28.2,28.3] 0.1525441 0.0318507 0.2389454
phosphate + phosphate_star Pacific (28.3, Inf] -0.8384488 -0.8581987 -0.8113317
phosphate + phosphate_star SO (26,26.5] 0.2159444 -0.2179327 0.7004194
phosphate + phosphate_star SO (26.5,26.75] 0.7741061 0.7275395 0.8101481
phosphate + phosphate_star SO (26.75,27] 0.6786870 0.6144720 0.7115497
phosphate + phosphate_star SO (27,27.25] 0.5680948 0.5492282 0.5883187
phosphate + phosphate_star SO (27.25,27.5] 0.1018329 0.0711991 0.1569807
phosphate + phosphate_star SO (27.5,27.75] -0.0239616 -0.0366744 0.0012635
phosphate + phosphate_star SO (27.75,27.85] -0.5775390 -0.6096645 -0.5463374
phosphate + phosphate_star SO (27.85,27.95] -0.4935097 -0.5903286 -0.3847362
phosphate + phosphate_star SO (27.95,28.05] -0.3393223 -0.6571035 0.0185113
phosphate + phosphate_star SO (28.05,28.1] -0.1704358 -0.4466549 0.2429322
phosphate + phosphate_star SO (28.1,28.15] 0.8270337 0.7149907 0.9165775
phosphate + phosphate_star SO (28.1,28.2] -0.3793626 -0.5002250 -0.2659158
phosphate + phosphate_star SO (28.15,28.2] 0.8091229 0.6279613 0.9445010
phosphate + phosphate_star SO (28.2, Inf] 0.8092785 0.7382706 0.8475117
phosphate + phosphate_star SO (28.2,28.3] -0.4937472 -0.5583987 -0.4345227
phosphate + phosphate_star SO (28.3, Inf] -0.4610859 -0.5731909 -0.3527205
sal + aou Atlantic (-Inf,26] -0.1711381 -0.5301569 0.4231095
sal + aou Atlantic (26,26.5] -0.3135238 -0.4394672 -0.2418555
sal + aou Atlantic (26.5,26.75] 0.0850968 0.0131072 0.1460627
sal + aou Atlantic (26.75,27] 0.2663565 0.1491368 0.3670918
sal + aou Atlantic (27,27.25] 0.2696644 0.2061767 0.3222349
sal + aou Atlantic (27.25,27.5] 0.1557447 0.1091001 0.2216992
sal + aou Atlantic (27.5,27.75] -0.1334599 -0.1767675 -0.0796908
sal + aou Atlantic (27.75,27.85] -0.3219648 -0.3459835 -0.2950091
sal + aou Atlantic (27.85,27.95] -0.5651207 -0.6482976 -0.4597680
sal + aou Atlantic (27.95,28.05] -0.7566144 -0.8363471 -0.6447709
sal + aou Atlantic (28.05,28.1] -0.9080618 -0.9410605 -0.8668206
sal + aou Atlantic (28.1,28.15] -0.9481444 -0.9658772 -0.9221499
sal + aou Atlantic (28.15,28.2] -0.8131182 -0.8296577 -0.7981507
sal + aou Atlantic (28.2, Inf] -0.9650736 -0.9768266 -0.9579939
sal + aou Indian (-Inf,26] -0.3257828 -0.7859007 0.1082683
sal + aou Indian (26,26.5] -0.5660187 -0.7939246 -0.4001145
sal + aou Indian (26.5,26.75] -0.4876326 -0.5666021 -0.4318116
sal + aou Indian (26.75,27] -0.2906639 -0.3341851 -0.2444857
sal + aou Indian (27,27.25] -0.0919326 -0.1438251 -0.0416660
sal + aou Indian (27.25,27.5] 0.4639885 0.3667604 0.5420587
sal + aou Indian (27.5,27.75] 0.8226873 0.7967965 0.8709704
sal + aou Indian (27.75,27.85] 0.9757440 0.9724816 0.9798538
sal + aou Indian (27.85,27.95] 0.9788052 0.9753344 0.9811457
sal + aou Indian (27.95,28.05] 0.9781356 0.9756550 0.9804038
sal + aou Indian (28.05,28.1] 0.9760907 0.9682033 0.9859103
sal + aou Indian (28.1,28.2] 0.8470517 0.8186840 0.8662261
sal + aou Indian (28.2,28.3] 0.1663922 0.0625486 0.2673325
sal + aou Indian (28.3, Inf] 0.7164133 0.4944767 0.8283933
sal + aou N_Atlantic (-Inf,26] -0.5230887 -0.5230887 -0.5230887
sal + aou N_Atlantic (26,26.5] 0.5766581 0.5766581 0.5766581
sal + aou N_Atlantic (26.5,26.75] 0.3035682 -0.5374458 0.7851947
sal + aou N_Atlantic (26.75,27] 0.6481217 0.6080299 0.7119306
sal + aou N_Atlantic (27,27.25] 0.8142799 0.6781339 0.9098626
sal + aou N_Atlantic (27.25,27.5] 0.8448411 0.8039655 0.8940977
sal + aou N_Atlantic (27.5,27.75] 0.7582560 0.6589976 0.8445788
sal + aou N_Atlantic (27.75,27.85] 0.6785689 0.6217663 0.7268105
sal + aou N_Atlantic (27.85,27.95] 0.8414886 0.8294640 0.8521290
sal + aou N_Atlantic (27.95,28.05] 0.7446948 0.6919688 0.8133089
sal + aou N_Atlantic (28.05,28.1] 0.2934223 0.1763322 0.5019794
sal + aou N_Atlantic (28.1,28.15] 0.0559161 -0.0297395 0.1456701
sal + aou N_Atlantic (28.15,28.2] -0.4468998 -0.6438875 -0.2644286
sal + aou N_Atlantic (28.2, Inf] -0.1796961 -0.9469653 0.3550486
sal + aou N_Pacific (-Inf,26] 0.6241285 0.4890080 0.8867000
sal + aou N_Pacific (26,26.5] -0.1152146 -0.3526710 0.1626211
sal + aou N_Pacific (26.5,26.75] -0.2115210 -0.2794413 -0.1379909
sal + aou N_Pacific (26.75,27] 0.4836957 0.3498726 0.6233735
sal + aou N_Pacific (27,27.25] 0.4638014 0.2770939 0.6365019
sal + aou N_Pacific (27.25,27.5] -0.1577814 -0.4689023 0.0369669
sal + aou N_Pacific (27.5,27.75] -0.0812294 -0.3252962 0.2291781
sal + aou N_Pacific (27.75,27.85] -0.0627631 -0.1701648 0.0090503
sal + aou N_Pacific (27.85,27.95] -0.1024140 -0.2178906 -0.0441467
sal + aou N_Pacific (27.95,28.05] -0.3987908 -0.4775733 -0.3264900
sal + aou N_Pacific (28.05,28.1] 0.0986144 -0.0045467 0.1689074
sal + aou N_Pacific (28.1,28.2] -0.8081091 -0.8604959 -0.7704781
sal + aou N_Pacific (28.2,28.3] -0.2900848 -0.3929258 -0.2260948
sal + aou N_Pacific (28.3, Inf] 0.9460331 0.8968038 0.9963004
sal + aou Pacific (-Inf,26] -0.2766274 -0.2927662 -0.2566423
sal + aou Pacific (26,26.5] -0.4962239 -0.6307781 -0.2767631
sal + aou Pacific (26.5,26.75] -0.4929847 -0.6723963 -0.2055808
sal + aou Pacific (26.75,27] -0.5867412 -0.7075975 -0.3645264
sal + aou Pacific (27,27.25] -0.7035696 -0.7915074 -0.5707263
sal + aou Pacific (27.25,27.5] -0.6444168 -0.7799287 -0.4350306
sal + aou Pacific (27.5,27.75] -0.4272491 -0.6047465 -0.1958480
sal + aou Pacific (27.75,27.85] 0.0235969 -0.1522008 0.1488892
sal + aou Pacific (27.85,27.95] 0.3976461 0.3628761 0.4211253
sal + aou Pacific (27.95,28.05] 0.6304040 0.5968299 0.6494505
sal + aou Pacific (28.05,28.1] 0.8491769 0.8027961 0.8889348
sal + aou Pacific (28.1,28.2] 0.3067038 0.0845869 0.4289830
sal + aou Pacific (28.2,28.3] -0.0762346 -0.0981314 -0.0586730
sal + aou Pacific (28.3, Inf] 0.9493036 0.9350148 0.9604725
sal + aou SO (26,26.5] 0.7927069 0.5107896 0.9346884
sal + aou SO (26.5,26.75] 0.0378790 -0.2192099 0.4462209
sal + aou SO (26.75,27] -0.0009188 -0.1287825 0.1853589
sal + aou SO (27,27.25] 0.0332217 -0.0422368 0.1601689
sal + aou SO (27.25,27.5] 0.6106808 0.4628122 0.7053626
sal + aou SO (27.5,27.75] 0.7095134 0.6841607 0.7573909
sal + aou SO (27.75,27.85] 0.8465808 0.8222454 0.8651816
sal + aou SO (27.85,27.95] 0.8627847 0.8350792 0.8966283
sal + aou SO (27.95,28.05] 0.8226436 0.7132709 0.9117359
sal + aou SO (28.05,28.1] 0.7661499 0.5786053 0.8856148
sal + aou SO (28.1,28.15] 0.0606267 -0.3892509 0.4910486
sal + aou SO (28.1,28.2] 0.8521975 0.8139626 0.9001974
sal + aou SO (28.15,28.2] -0.0669748 -0.6485713 0.4284105
sal + aou SO (28.2, Inf] 0.0391504 -0.1560746 0.3157981
sal + aou SO (28.2,28.3] 0.8635044 0.8144976 0.9070012
sal + aou SO (28.3, Inf] 0.7245860 0.4133689 0.9123336
sal + nitrate Atlantic (-Inf,26] -0.4072272 -0.7367410 0.2017317
sal + nitrate Atlantic (26,26.5] -0.3098529 -0.4254425 -0.2318077
sal + nitrate Atlantic (26.5,26.75] -0.0028003 -0.0900204 0.0627862
sal + nitrate Atlantic (26.75,27] 0.1671496 0.0696610 0.2479743
sal + nitrate Atlantic (27,27.25] -0.0031671 -0.0501550 0.0571883
sal + nitrate Atlantic (27.25,27.5] -0.3475084 -0.4387261 -0.2719523
sal + nitrate Atlantic (27.5,27.75] -0.6591492 -0.7165091 -0.5973163
sal + nitrate Atlantic (27.75,27.85] -0.8066960 -0.8479742 -0.7832429
sal + nitrate Atlantic (27.85,27.95] -0.8408960 -0.8639793 -0.7954741
sal + nitrate Atlantic (27.95,28.05] -0.8661819 -0.8924800 -0.8152105
sal + nitrate Atlantic (28.05,28.1] -0.9385888 -0.9638332 -0.9062100
sal + nitrate Atlantic (28.1,28.15] -0.9601470 -0.9734896 -0.9374828
sal + nitrate Atlantic (28.15,28.2] -0.8540552 -0.8637549 -0.8458258
sal + nitrate Atlantic (28.2, Inf] -0.9784239 -0.9816473 -0.9761151
sal + nitrate Indian (-Inf,26] -0.3271422 -0.7649314 0.0982093
sal + nitrate Indian (26,26.5] -0.6120998 -0.8689133 -0.4815400
sal + nitrate Indian (26.5,26.75] -0.5697489 -0.7209950 -0.4452391
sal + nitrate Indian (26.75,27] -0.4361916 -0.5327602 -0.3565828
sal + nitrate Indian (27,27.25] -0.2866567 -0.3188013 -0.2392506
sal + nitrate Indian (27.25,27.5] 0.2216516 0.1376731 0.2782414
sal + nitrate Indian (27.5,27.75] 0.6499967 0.6123894 0.7163733
sal + nitrate Indian (27.75,27.85] 0.9446785 0.9372122 0.9511879
sal + nitrate Indian (27.85,27.95] 0.9597433 0.9534435 0.9663152
sal + nitrate Indian (27.95,28.05] 0.9658756 0.9599280 0.9737836
sal + nitrate Indian (28.05,28.1] 0.9702058 0.9603053 0.9789839
sal + nitrate Indian (28.1,28.2] 0.8330618 0.8149976 0.8504627
sal + nitrate Indian (28.2,28.3] 0.1560759 0.0055572 0.2855652
sal + nitrate Indian (28.3, Inf] 0.5189085 0.3349020 0.6968204
sal + nitrate N_Atlantic (-Inf,26] -0.9894093 -0.9894093 -0.9894093
sal + nitrate N_Atlantic (26,26.5] 0.5693022 0.5693022 0.5693022
sal + nitrate N_Atlantic (26.5,26.75] 0.3910304 -0.3536476 0.8340252
sal + nitrate N_Atlantic (26.75,27] 0.7900161 0.7101144 0.8550936
sal + nitrate N_Atlantic (27,27.25] 0.8994128 0.8374915 0.9550512
sal + nitrate N_Atlantic (27.25,27.5] 0.7953911 0.6718565 0.9044958
sal + nitrate N_Atlantic (27.5,27.75] 0.7692446 0.7010492 0.8603758
sal + nitrate N_Atlantic (27.75,27.85] 0.8758041 0.8320923 0.9319481
sal + nitrate N_Atlantic (27.85,27.95] 0.9746329 0.9682387 0.9831721
sal + nitrate N_Atlantic (27.95,28.05] 0.9659003 0.9561182 0.9801447
sal + nitrate N_Atlantic (28.05,28.1] 0.7308707 0.6258194 0.8054525
sal + nitrate N_Atlantic (28.1,28.15] 0.4269941 0.1316226 0.6988242
sal + nitrate N_Atlantic (28.15,28.2] -0.4894922 -0.7374997 -0.2223899
sal + nitrate N_Atlantic (28.2, Inf] -0.4315705 -0.9945824 -0.0523174
sal + nitrate N_Pacific (-Inf,26] 0.4794709 0.0730684 0.9299412
sal + nitrate N_Pacific (26,26.5] -0.1906894 -0.4295076 0.0332503
sal + nitrate N_Pacific (26.5,26.75] -0.3270377 -0.3755496 -0.2729396
sal + nitrate N_Pacific (26.75,27] 0.2171414 0.1006061 0.3264178
sal + nitrate N_Pacific (27,27.25] 0.1299131 -0.2647020 0.4960796
sal + nitrate N_Pacific (27.25,27.5] -0.1200966 -0.3657715 0.0892165
sal + nitrate N_Pacific (27.5,27.75] 0.1506074 -0.1187780 0.4505087
sal + nitrate N_Pacific (27.75,27.85] -0.0493675 -0.1036510 0.0136754
sal + nitrate N_Pacific (27.85,27.95] -0.0311235 -0.1151476 0.0745146
sal + nitrate N_Pacific (27.95,28.05] -0.2162251 -0.2711432 -0.1643445
sal + nitrate N_Pacific (28.05,28.1] 0.1622453 0.0403991 0.2487928
sal + nitrate N_Pacific (28.1,28.2] -0.7898084 -0.8484996 -0.7584359
sal + nitrate N_Pacific (28.2,28.3] -0.2927802 -0.3942926 -0.2309758
sal + nitrate N_Pacific (28.3, Inf] 0.9206136 0.7644099 0.9998850
sal + nitrate Pacific (-Inf,26] -0.4324913 -0.4804207 -0.3844554
sal + nitrate Pacific (26,26.5] -0.6518419 -0.7368725 -0.4840622
sal + nitrate Pacific (26.5,26.75] -0.7066766 -0.8235495 -0.5158472
sal + nitrate Pacific (26.75,27] -0.7582987 -0.8188242 -0.6406430
sal + nitrate Pacific (27,27.25] -0.8152229 -0.8531617 -0.7640659
sal + nitrate Pacific (27.25,27.5] -0.7478162 -0.8341970 -0.6215038
sal + nitrate Pacific (27.5,27.75] -0.5242218 -0.6736449 -0.3299078
sal + nitrate Pacific (27.75,27.85] -0.0376726 -0.2231776 0.0924317
sal + nitrate Pacific (27.85,27.95] 0.3940921 0.3569042 0.4203524
sal + nitrate Pacific (27.95,28.05] 0.6545118 0.6222755 0.6778744
sal + nitrate Pacific (28.05,28.1] 0.8324831 0.7776100 0.8777497
sal + nitrate Pacific (28.1,28.2] 0.3086756 0.0794653 0.4343781
sal + nitrate Pacific (28.2,28.3] -0.1000715 -0.1416291 -0.0696700
sal + nitrate Pacific (28.3, Inf] 0.9230195 0.9043877 0.9351807
sal + nitrate SO (26,26.5] 0.1297279 -0.4334728 0.7610199
sal + nitrate SO (26.5,26.75] -0.6561802 -0.6699639 -0.6344369
sal + nitrate SO (26.75,27] -0.5946080 -0.6284398 -0.5293391
sal + nitrate SO (27,27.25] -0.5128659 -0.5539747 -0.4529819
sal + nitrate SO (27.25,27.5] 0.0935832 -0.0390885 0.1824419
sal + nitrate SO (27.5,27.75] 0.4050263 0.3942042 0.4263807
sal + nitrate SO (27.75,27.85] 0.7072824 0.6580102 0.7330421
sal + nitrate SO (27.85,27.95] 0.6672092 0.5839992 0.7395035
sal + nitrate SO (27.95,28.05] 0.5319275 0.2245319 0.7989335
sal + nitrate SO (28.05,28.1] 0.3995280 -0.0257162 0.6813895
sal + nitrate SO (28.1,28.15] -0.7774638 -0.8987225 -0.6197267
sal + nitrate SO (28.1,28.2] 0.6378282 0.5170478 0.7693246
sal + nitrate SO (28.15,28.2] -0.7672719 -0.9273265 -0.5736612
sal + nitrate SO (28.2, Inf] -0.2236336 -0.4137177 -0.0744136
sal + nitrate SO (28.2,28.3] 0.6770137 0.5767994 0.7972604
sal + nitrate SO (28.3, Inf] 0.6919953 0.3696995 0.8628566
sal + phosphate Atlantic (-Inf,26] -0.0003589 -0.1414568 0.1618505
sal + phosphate Atlantic (26,26.5] -0.5612887 -0.7254976 -0.4545253
sal + phosphate Atlantic (26.5,26.75] -0.2786666 -0.3666888 -0.1812614
sal + phosphate Atlantic (26.75,27] -0.0232923 -0.1443848 0.0947286
sal + phosphate Atlantic (27,27.25] -0.1876582 -0.2803997 -0.0870537
sal + phosphate Atlantic (27.25,27.5] -0.4818968 -0.5912786 -0.3918536
sal + phosphate Atlantic (27.5,27.75] -0.7211629 -0.7755605 -0.6647252
sal + phosphate Atlantic (27.75,27.85] -0.8436638 -0.8776632 -0.8240650
sal + phosphate Atlantic (27.85,27.95] -0.8655459 -0.8862040 -0.8308213
sal + phosphate Atlantic (27.95,28.05] -0.8714516 -0.9000852 -0.8311391
sal + phosphate Atlantic (28.05,28.1] -0.9458993 -0.9675082 -0.9181094
sal + phosphate Atlantic (28.1,28.15] -0.9606253 -0.9730300 -0.9387553
sal + phosphate Atlantic (28.15,28.2] -0.7811439 -0.7955259 -0.7706151
sal + phosphate Atlantic (28.2, Inf] -0.9599544 -0.9629369 -0.9551757
sal + phosphate Indian (-Inf,26] -0.3969882 -0.8268629 -0.0004139
sal + phosphate Indian (26,26.5] -0.6339073 -0.8596299 -0.4533989
sal + phosphate Indian (26.5,26.75] -0.5745935 -0.6714681 -0.5090351
sal + phosphate Indian (26.75,27] -0.4107606 -0.4841272 -0.3541738
sal + phosphate Indian (27,27.25] -0.2261603 -0.2661243 -0.1928913
sal + phosphate Indian (27.25,27.5] 0.3073469 0.2101638 0.4111275
sal + phosphate Indian (27.5,27.75] 0.7009697 0.6587038 0.7802979
sal + phosphate Indian (27.75,27.85] 0.9564561 0.9503055 0.9622521
sal + phosphate Indian (27.85,27.95] 0.9657435 0.9607730 0.9697769
sal + phosphate Indian (27.95,28.05] 0.9717235 0.9679100 0.9762613
sal + phosphate Indian (28.05,28.1] 0.9739531 0.9658936 0.9836154
sal + phosphate Indian (28.1,28.2] 0.8578488 0.8432069 0.8729354
sal + phosphate Indian (28.2,28.3] 0.2607776 0.1579264 0.3610463
sal + phosphate Indian (28.3, Inf] 0.5423860 0.3948942 0.6852237
sal + phosphate N_Atlantic (-Inf,26] 0.3469124 0.3469124 0.3469124
sal + phosphate N_Atlantic (26,26.5] 0.4980004 0.4980004 0.4980004
sal + phosphate N_Atlantic (26.5,26.75] 0.1386511 -0.6531852 0.6302412
sal + phosphate N_Atlantic (26.75,27] 0.6232807 0.5698787 0.6738548
sal + phosphate N_Atlantic (27,27.25] 0.8199508 0.6949875 0.9220629
sal + phosphate N_Atlantic (27.25,27.5] 0.6920516 0.5048258 0.8482175
sal + phosphate N_Atlantic (27.5,27.75] 0.6946123 0.6203226 0.8071577
sal + phosphate N_Atlantic (27.75,27.85] 0.8868695 0.8491337 0.9372113
sal + phosphate N_Atlantic (27.85,27.95] 0.9762725 0.9732949 0.9816100
sal + phosphate N_Atlantic (27.95,28.05] 0.9653884 0.9536928 0.9804709
sal + phosphate N_Atlantic (28.05,28.1] 0.7597478 0.6704222 0.8276664
sal + phosphate N_Atlantic (28.1,28.15] 0.5184882 0.2808778 0.7364913
sal + phosphate N_Atlantic (28.15,28.2] -0.4700889 -0.7211108 -0.2029863
sal + phosphate N_Atlantic (28.2, Inf] -0.3863508 -0.9831763 0.0187120
sal + phosphate N_Pacific (-Inf,26] 0.2002866 -0.3349026 0.8537084
sal + phosphate N_Pacific (26,26.5] -0.3544009 -0.5633444 -0.1759665
sal + phosphate N_Pacific (26.5,26.75] -0.3468330 -0.3946813 -0.3203052
sal + phosphate N_Pacific (26.75,27] 0.1632781 0.0876771 0.2953351
sal + phosphate N_Pacific (27,27.25] 0.1982826 0.0175197 0.3505220
sal + phosphate N_Pacific (27.25,27.5] 0.0047717 -0.2790515 0.1816750
sal + phosphate N_Pacific (27.5,27.75] 0.2490745 0.0121452 0.4826940
sal + phosphate N_Pacific (27.75,27.85] 0.1901784 0.0580798 0.2902137
sal + phosphate N_Pacific (27.85,27.95] 0.1578588 0.0799317 0.2133508
sal + phosphate N_Pacific (27.95,28.05] -0.2515664 -0.3461310 -0.1695408
sal + phosphate N_Pacific (28.05,28.1] 0.1350654 0.0104299 0.2145390
sal + phosphate N_Pacific (28.1,28.2] -0.8002699 -0.8481911 -0.7578560
sal + phosphate N_Pacific (28.2,28.3] -0.3147584 -0.4148604 -0.2550472
sal + phosphate N_Pacific (28.3, Inf] 0.9399504 0.8540395 0.9974397
sal + phosphate Pacific (-Inf,26] -0.3626585 -0.4159796 -0.3028916
sal + phosphate Pacific (26,26.5] -0.5802813 -0.6803889 -0.3878589
sal + phosphate Pacific (26.5,26.75] -0.5829176 -0.7365965 -0.3255262
sal + phosphate Pacific (26.75,27] -0.6390886 -0.7512129 -0.4343657
sal + phosphate Pacific (27,27.25] -0.7250697 -0.8099054 -0.5964974
sal + phosphate Pacific (27.25,27.5] -0.6460012 -0.7812367 -0.4413140
sal + phosphate Pacific (27.5,27.75] -0.4038899 -0.5835219 -0.1684869
sal + phosphate Pacific (27.75,27.85] 0.0386933 -0.1354272 0.1694998
sal + phosphate Pacific (27.85,27.95] 0.4229265 0.3877142 0.4485413
sal + phosphate Pacific (27.95,28.05] 0.6545520 0.6212791 0.6767403
sal + phosphate Pacific (28.05,28.1] 0.8507279 0.8017897 0.8921319
sal + phosphate Pacific (28.1,28.2] 0.3205426 0.0913251 0.4454460
sal + phosphate Pacific (28.2,28.3] -0.0729012 -0.1000135 -0.0484545
sal + phosphate Pacific (28.3, Inf] 0.9408562 0.9244088 0.9509316
sal + phosphate SO (26,26.5] 0.0233143 -0.5114704 0.6189741
sal + phosphate SO (26.5,26.75] -0.7165665 -0.7349265 -0.6992216
sal + phosphate SO (26.75,27] -0.6123781 -0.6404622 -0.5623565
sal + phosphate SO (27,27.25] -0.5437247 -0.5800106 -0.4852051
sal + phosphate SO (27.25,27.5] 0.0629692 -0.0643516 0.1497372
sal + phosphate SO (27.5,27.75] 0.4051117 0.3960011 0.4213928
sal + phosphate SO (27.75,27.85] 0.7024367 0.6498176 0.7304329
sal + phosphate SO (27.85,27.95] 0.6528297 0.5650350 0.7325563
sal + phosphate SO (27.95,28.05] 0.5248753 0.2218018 0.7959427
sal + phosphate SO (28.05,28.1] 0.4100975 -0.0025030 0.6845745
sal + phosphate SO (28.1,28.15] -0.7736705 -0.8954371 -0.6174161
sal + phosphate SO (28.1,28.2] 0.6547019 0.5525990 0.7726059
sal + phosphate SO (28.15,28.2] -0.7626219 -0.9219301 -0.5740272
sal + phosphate SO (28.2, Inf] 0.0841704 -0.1838655 0.2315877
sal + phosphate SO (28.2,28.3] 0.7174823 0.6390839 0.8146568
sal + phosphate SO (28.3, Inf] 0.7230821 0.4121732 0.8816399
sal + phosphate_star Atlantic (-Inf,26] 0.0280596 -0.1288521 0.2614014
sal + phosphate_star Atlantic (26,26.5] -0.7999435 -0.8509527 -0.7695823
sal + phosphate_star Atlantic (26.5,26.75] -0.9026537 -0.9242027 -0.8642894
sal + phosphate_star Atlantic (26.75,27] -0.8854858 -0.9143738 -0.8481270
sal + phosphate_star Atlantic (27,27.25] -0.9511761 -0.9772381 -0.9348659
sal + phosphate_star Atlantic (27.25,27.5] -0.9829266 -0.9888467 -0.9777866
sal + phosphate_star Atlantic (27.5,27.75] -0.9821875 -0.9840605 -0.9798998
sal + phosphate_star Atlantic (27.75,27.85] -0.9829623 -0.9842855 -0.9821047
sal + phosphate_star Atlantic (27.85,27.95] -0.9664881 -0.9760419 -0.9544385
sal + phosphate_star Atlantic (27.95,28.05] -0.9250326 -0.9445410 -0.9125478
sal + phosphate_star Atlantic (28.05,28.1] -0.9682242 -0.9823497 -0.9501312
sal + phosphate_star Atlantic (28.1,28.15] -0.9601521 -0.9737532 -0.9355064
sal + phosphate_star Atlantic (28.15,28.2] -0.7427346 -0.7569678 -0.7305268
sal + phosphate_star Atlantic (28.2, Inf] -0.9565868 -0.9664809 -0.9504595
sal + phosphate_star Indian (-Inf,26] -0.5185987 -0.8306578 -0.1548882
sal + phosphate_star Indian (26,26.5] -0.7867420 -0.9110646 -0.6529549
sal + phosphate_star Indian (26.5,26.75] -0.8296918 -0.9217377 -0.7707578
sal + phosphate_star Indian (26.75,27] -0.8439116 -0.9295878 -0.7896690
sal + phosphate_star Indian (27,27.25] -0.8344216 -0.8922758 -0.7993732
sal + phosphate_star Indian (27.25,27.5] -0.7341718 -0.8297645 -0.6324489
sal + phosphate_star Indian (27.5,27.75] -0.7100594 -0.7609056 -0.6587708
sal + phosphate_star Indian (27.75,27.85] -0.8252583 -0.8655136 -0.7720168
sal + phosphate_star Indian (27.85,27.95] -0.8144424 -0.8309106 -0.7816148
sal + phosphate_star Indian (27.95,28.05] -0.6376900 -0.6934994 -0.5822074
sal + phosphate_star Indian (28.05,28.1] -0.5391840 -0.6742079 -0.4074987
sal + phosphate_star Indian (28.1,28.2] 0.5517676 0.3081742 0.7202084
sal + phosphate_star Indian (28.2,28.3] 0.6442922 0.6369412 0.6533758
sal + phosphate_star Indian (28.3, Inf] -0.5611565 -0.7060798 -0.4611076
sal + phosphate_star N_Atlantic (-Inf,26] -0.8263377 -0.8263377 -0.8263377
sal + phosphate_star N_Atlantic (26,26.5] -0.8099375 -0.8099375 -0.8099375
sal + phosphate_star N_Atlantic (26.5,26.75] -0.9475161 -0.9716444 -0.9187301
sal + phosphate_star N_Atlantic (26.75,27] -0.8098179 -0.8889860 -0.7139510
sal + phosphate_star N_Atlantic (27,27.25] -0.9327295 -0.9673441 -0.8784404
sal + phosphate_star N_Atlantic (27.25,27.5] -0.9507939 -0.9607883 -0.9438478
sal + phosphate_star N_Atlantic (27.5,27.75] -0.7809590 -0.8134086 -0.7565101
sal + phosphate_star N_Atlantic (27.75,27.85] 0.0805003 -0.0322155 0.1857165
sal + phosphate_star N_Atlantic (27.85,27.95] 0.5010183 0.4692559 0.5373480
sal + phosphate_star N_Atlantic (27.95,28.05] 0.7552108 0.7205074 0.8048065
sal + phosphate_star N_Atlantic (28.05,28.1] 0.7006328 0.6474263 0.7292610
sal + phosphate_star N_Atlantic (28.1,28.15] 0.6020685 0.4167603 0.7607722
sal + phosphate_star N_Atlantic (28.15,28.2] -0.4937295 -0.7602094 -0.1940982
sal + phosphate_star N_Atlantic (28.2, Inf] -0.3631459 -0.9976189 0.0669662
sal + phosphate_star N_Pacific (-Inf,26] -0.8629523 -0.9362114 -0.7713818
sal + phosphate_star N_Pacific (26,26.5] -0.9168162 -0.9480004 -0.8625440
sal + phosphate_star N_Pacific (26.5,26.75] -0.8564332 -0.8816619 -0.8382298
sal + phosphate_star N_Pacific (26.75,27] -0.8829312 -0.8971202 -0.8575405
sal + phosphate_star N_Pacific (27,27.25] -0.8161083 -0.8507749 -0.7951992
sal + phosphate_star N_Pacific (27.25,27.5] -0.0188440 -0.1462349 0.0676038
sal + phosphate_star N_Pacific (27.5,27.75] 0.5438894 0.4537338 0.6826828
sal + phosphate_star N_Pacific (27.75,27.85] 0.8073305 0.7281396 0.8526557
sal + phosphate_star N_Pacific (27.85,27.95] 0.9566925 0.9487654 0.9638563
sal + phosphate_star N_Pacific (27.95,28.05] 0.9178747 0.9033036 0.9351830
sal + phosphate_star N_Pacific (28.05,28.1] 0.2961292 0.2402333 0.3337184
sal + phosphate_star N_Pacific (28.1,28.2] 0.8245881 0.7646254 0.8871925
sal + phosphate_star N_Pacific (28.2,28.3] -0.3734728 -0.4378669 -0.2645258
sal + phosphate_star N_Pacific (28.3, Inf] -0.9929920 -0.9983830 -0.9837284
sal + phosphate_star Pacific (-Inf,26] -0.6444857 -0.7001902 -0.5395424
sal + phosphate_star Pacific (26,26.5] -0.8407471 -0.8780639 -0.8032249
sal + phosphate_star Pacific (26.5,26.75] -0.8859235 -0.9191505 -0.8237489
sal + phosphate_star Pacific (26.75,27] -0.8328086 -0.8896071 -0.7365179
sal + phosphate_star Pacific (27,27.25] -0.7908974 -0.8446400 -0.7133734
sal + phosphate_star Pacific (27.25,27.5] -0.5801497 -0.6867443 -0.4493197
sal + phosphate_star Pacific (27.5,27.75] -0.2092160 -0.3161785 -0.0878007
sal + phosphate_star Pacific (27.75,27.85] -0.0976963 -0.1581149 -0.0284497
sal + phosphate_star Pacific (27.85,27.95] 0.3385260 0.3114478 0.3855829
sal + phosphate_star Pacific (27.95,28.05] 0.5530010 0.5045737 0.5891356
sal + phosphate_star Pacific (28.05,28.1] 0.4163922 0.3263436 0.5193584
sal + phosphate_star Pacific (28.1,28.2] 0.5315864 0.4686456 0.5737166
sal + phosphate_star Pacific (28.2,28.3] -0.0890356 -0.2108044 0.0475650
sal + phosphate_star Pacific (28.3, Inf] -0.9192531 -0.9297573 -0.9131883
sal + phosphate_star SO (26,26.5] -0.9117308 -0.9715073 -0.8489982
sal + phosphate_star SO (26.5,26.75] -0.9541580 -0.9681921 -0.9440218
sal + phosphate_star SO (26.75,27] -0.9413866 -0.9463605 -0.9354969
sal + phosphate_star SO (27,27.25] -0.9540059 -0.9589602 -0.9485378
sal + phosphate_star SO (27.25,27.5] -0.9408096 -0.9485923 -0.9364729
sal + phosphate_star SO (27.5,27.75] -0.8758876 -0.8908693 -0.8537747
sal + phosphate_star SO (27.75,27.85] -0.9430640 -0.9526614 -0.9318191
sal + phosphate_star SO (27.85,27.95] -0.9583125 -0.9609931 -0.9542075
sal + phosphate_star SO (27.95,28.05] -0.9500606 -0.9584747 -0.9448936
sal + phosphate_star SO (28.05,28.1] -0.9399482 -0.9547797 -0.9221474
sal + phosphate_star SO (28.1,28.15] -0.9803441 -0.9901569 -0.9658788
sal + phosphate_star SO (28.1,28.2] -0.8395420 -0.8626045 -0.8270708
sal + phosphate_star SO (28.15,28.2] -0.9572775 -0.9889877 -0.9196513
sal + phosphate_star SO (28.2, Inf] -0.0961835 -0.3041874 0.1521040
sal + phosphate_star SO (28.2,28.3] -0.8386781 -0.8558627 -0.8226806
sal + phosphate_star SO (28.3, Inf] -0.5076391 -0.6399035 -0.2626764
sal + silicate Atlantic (-Inf,26] -0.7663359 -0.7914932 -0.7272510
sal + silicate Atlantic (26,26.5] 0.0831695 0.0437508 0.1241743
sal + silicate Atlantic (26.5,26.75] 0.2330919 0.1359481 0.3044537
sal + silicate Atlantic (26.75,27] -0.1236137 -0.1741905 -0.0560993
sal + silicate Atlantic (27,27.25] -0.7090927 -0.8003854 -0.6592894
sal + silicate Atlantic (27.25,27.5] -0.9166469 -0.9371767 -0.9037288
sal + silicate Atlantic (27.5,27.75] -0.9342442 -0.9364458 -0.9299227
sal + silicate Atlantic (27.75,27.85] -0.9767588 -0.9803563 -0.9743086
sal + silicate Atlantic (27.85,27.95] -0.9757775 -0.9826181 -0.9655567
sal + silicate Atlantic (27.95,28.05] -0.9400716 -0.9589408 -0.9265470
sal + silicate Atlantic (28.05,28.1] -0.9702484 -0.9795194 -0.9606832
sal + silicate Atlantic (28.1,28.15] -0.9328601 -0.9546579 -0.9008769
sal + silicate Atlantic (28.15,28.2] -0.5870725 -0.5960769 -0.5721749
sal + silicate Atlantic (28.2, Inf] -0.9098981 -0.9317471 -0.8972550
sal + silicate Indian (-Inf,26] -0.6321806 -0.9046678 -0.4155180
sal + silicate Indian (26,26.5] -0.6976858 -0.8082710 -0.5705594
sal + silicate Indian (26.5,26.75] -0.6102806 -0.6383131 -0.5908694
sal + silicate Indian (26.75,27] -0.4200458 -0.4696536 -0.3699168
sal + silicate Indian (27,27.25] -0.3232461 -0.4082692 -0.1858684
sal + silicate Indian (27.25,27.5] 0.1834918 0.0294257 0.2622531
sal + silicate Indian (27.5,27.75] 0.5610653 0.4513023 0.6564830
sal + silicate Indian (27.75,27.85] 0.9328269 0.9125058 0.9456999
sal + silicate Indian (27.85,27.95] 0.9536127 0.9476990 0.9579143
sal + silicate Indian (27.95,28.05] 0.9648641 0.9583261 0.9713707
sal + silicate Indian (28.05,28.1] 0.9877889 0.9841286 0.9932339
sal + silicate Indian (28.1,28.2] 0.9542723 0.9471726 0.9580121
sal + silicate Indian (28.2,28.3] 0.7488823 0.7109635 0.7981513
sal + silicate Indian (28.3, Inf] 0.6833951 0.5480735 0.7789530
sal + silicate N_Atlantic (-Inf,26] -0.9804987 -0.9804987 -0.9804987
sal + silicate N_Atlantic (26,26.5] 0.7543818 0.7543818 0.7543818
sal + silicate N_Atlantic (26.5,26.75] 0.4776402 0.2129361 0.6691871
sal + silicate N_Atlantic (26.75,27] 0.9113774 0.8815562 0.9321897
sal + silicate N_Atlantic (27,27.25] 0.9664539 0.9456487 0.9853005
sal + silicate N_Atlantic (27.25,27.5] 0.8411652 0.7268097 0.9335847
sal + silicate N_Atlantic (27.5,27.75] 0.8071017 0.7778054 0.8568675
sal + silicate N_Atlantic (27.75,27.85] 0.7735914 0.7231908 0.8023850
sal + silicate N_Atlantic (27.85,27.95] 0.5826322 0.5084510 0.6828413
sal + silicate N_Atlantic (27.95,28.05] 0.6593799 0.5495564 0.7749755
sal + silicate N_Atlantic (28.05,28.1] 0.4331532 0.2625441 0.6139393
sal + silicate N_Atlantic (28.1,28.15] 0.7704748 0.7297519 0.8296902
sal + silicate N_Atlantic (28.15,28.2] -0.4413303 -0.6996967 -0.1679702
sal + silicate N_Atlantic (28.2, Inf] -0.2904902 -0.9715543 0.1718562
sal + silicate N_Pacific (-Inf,26] 0.3373946 0.0717031 0.6975506
sal + silicate N_Pacific (26,26.5] 0.0185594 -0.3643893 0.2672277
sal + silicate N_Pacific (26.5,26.75] -0.0286404 -0.1236287 0.0311228
sal + silicate N_Pacific (26.75,27] 0.4919342 0.4019918 0.5441786
sal + silicate N_Pacific (27,27.25] 0.4274247 0.3515392 0.5008219
sal + silicate N_Pacific (27.25,27.5] 0.2464679 0.0167564 0.3689070
sal + silicate N_Pacific (27.5,27.75] 0.3123660 0.1444981 0.4361910
sal + silicate N_Pacific (27.75,27.85] 0.2439033 0.1575816 0.2980875
sal + silicate N_Pacific (27.85,27.95] 0.3664797 0.2627060 0.5211881
sal + silicate N_Pacific (27.95,28.05] 0.4406812 0.3537389 0.5484198
sal + silicate N_Pacific (28.05,28.1] 0.3698419 0.3166545 0.4757851
sal + silicate N_Pacific (28.1,28.2] 0.1636254 -0.0564539 0.3305146
sal + silicate N_Pacific (28.2,28.3] 0.0095445 -0.1024074 0.1319428
sal + silicate N_Pacific (28.3, Inf] 0.9520232 0.9152444 0.9970785
sal + silicate Pacific (-Inf,26] -0.6370065 -0.6863251 -0.5463469
sal + silicate Pacific (26,26.5] -0.7598142 -0.7942408 -0.6976437
sal + silicate Pacific (26.5,26.75] -0.8217472 -0.8662898 -0.7351368
sal + silicate Pacific (26.75,27] -0.8528552 -0.9078310 -0.7733947
sal + silicate Pacific (27,27.25] -0.8846457 -0.9205921 -0.8337354
sal + silicate Pacific (27.25,27.5] -0.8081760 -0.8796749 -0.7019372
sal + silicate Pacific (27.5,27.75] -0.5432274 -0.6729959 -0.3853821
sal + silicate Pacific (27.75,27.85] -0.0834787 -0.2353182 0.0003599
sal + silicate Pacific (27.85,27.95] 0.4121656 0.3964158 0.4376901
sal + silicate Pacific (27.95,28.05] 0.7721877 0.7469873 0.7918192
sal + silicate Pacific (28.05,28.1] 0.9100813 0.8858290 0.9366152
sal + silicate Pacific (28.1,28.2] 0.7575809 0.6799086 0.7979595
sal + silicate Pacific (28.2,28.3] 0.4403916 0.3831704 0.4837972
sal + silicate Pacific (28.3, Inf] 0.9487621 0.9416407 0.9525152
sal + silicate SO (26,26.5] 0.2994402 -0.5601956 0.7991702
sal + silicate SO (26.5,26.75] 0.1645638 -0.0937354 0.6020949
sal + silicate SO (26.75,27] -0.0761082 -0.1527815 0.0609612
sal + silicate SO (27,27.25] -0.3402836 -0.3975632 -0.2391998
sal + silicate SO (27.25,27.5] 0.0838078 -0.0557476 0.1726835
sal + silicate SO (27.5,27.75] 0.3916659 0.3847018 0.3998105
sal + silicate SO (27.75,27.85] 0.6809345 0.6061791 0.7316104
sal + silicate SO (27.85,27.95] 0.6294848 0.5502186 0.7207035
sal + silicate SO (27.95,28.05] 0.5916304 0.3624477 0.8227535
sal + silicate SO (28.05,28.1] 0.5624445 0.2660199 0.7658704
sal + silicate SO (28.1,28.15] -0.4745407 -0.7581282 -0.1075049
sal + silicate SO (28.1,28.2] 0.7796642 0.7499442 0.8312995
sal + silicate SO (28.15,28.2] -0.3733111 -0.7628835 -0.0102029
sal + silicate SO (28.2, Inf] 0.4962906 0.2420232 0.6367503
sal + silicate SO (28.2,28.3] 0.8572270 0.8496974 0.8697950
sal + silicate SO (28.3, Inf] 0.7107697 0.4589151 0.8606324
sal + temp Atlantic (-Inf,26] 0.3118615 -0.4849632 0.7347120
sal + temp Atlantic (26,26.5] 0.9165792 0.8931914 0.9385605
sal + temp Atlantic (26.5,26.75] 0.9705354 0.9665285 0.9753092
sal + temp Atlantic (26.75,27] 0.9653584 0.9630409 0.9672613
sal + temp Atlantic (27,27.25] 0.9581177 0.9524571 0.9664603
sal + temp Atlantic (27.25,27.5] 0.9508843 0.9428754 0.9588501
sal + temp Atlantic (27.5,27.75] 0.9275918 0.9137291 0.9424526
sal + temp Atlantic (27.75,27.85] 0.9728420 0.9707431 0.9757098
sal + temp Atlantic (27.85,27.95] 0.9502098 0.9300359 0.9646934
sal + temp Atlantic (27.95,28.05] 0.8731819 0.8195595 0.9076397
sal + temp Atlantic (28.05,28.1] 0.8988464 0.8872059 0.9154967
sal + temp Atlantic (28.1,28.15] 0.8112187 0.7247925 0.8772506
sal + temp Atlantic (28.15,28.2] 0.6594072 0.5959564 0.6962269
sal + temp Atlantic (28.2, Inf] 0.9642786 0.9577716 0.9708362
sal + temp Indian (-Inf,26] 0.1863318 -0.5414861 0.6497333
sal + temp Indian (26,26.5] 0.8515384 0.8124553 0.8883569
sal + temp Indian (26.5,26.75] 0.8960931 0.8826140 0.9170980
sal + temp Indian (26.75,27] 0.8968990 0.8835548 0.9147615
sal + temp Indian (27,27.25] 0.8965429 0.8873661 0.9016984
sal + temp Indian (27.25,27.5] 0.9037057 0.8783789 0.9269647
sal + temp Indian (27.5,27.75] 0.8593001 0.8547078 0.8660868
sal + temp Indian (27.75,27.85] 0.9240224 0.8983097 0.9372646
sal + temp Indian (27.85,27.95] 0.9111313 0.8859082 0.9251233
sal + temp Indian (27.95,28.05] 0.8565929 0.8414203 0.8681768
sal + temp Indian (28.05,28.1] 0.9473927 0.9361322 0.9644529
sal + temp Indian (28.1,28.2] 0.5345135 0.4659358 0.5964974
sal + temp Indian (28.2,28.3] -0.0674013 -0.1732131 0.0053510
sal + temp Indian (28.3, Inf] 0.8553649 0.7514442 0.9213039
sal + temp N_Atlantic (-Inf,26] 0.8764381 0.8764381 0.8764381
sal + temp N_Atlantic (26,26.5] 0.9608341 0.9608341 0.9608341
sal + temp N_Atlantic (26.5,26.75] 0.9913119 0.9843398 0.9950327
sal + temp N_Atlantic (26.75,27] 0.9702319 0.9381468 0.9885625
sal + temp N_Atlantic (27,27.25] 0.9884054 0.9809434 0.9925080
sal + temp N_Atlantic (27.25,27.5] 0.9914254 0.9893427 0.9944522
sal + temp N_Atlantic (27.5,27.75] 0.9740847 0.9704296 0.9800901
sal + temp N_Atlantic (27.75,27.85] 0.9353411 0.9254792 0.9470721
sal + temp N_Atlantic (27.85,27.95] 0.8766166 0.8722769 0.8847783
sal + temp N_Atlantic (27.95,28.05] 0.7317372 0.6678384 0.7996655
sal + temp N_Atlantic (28.05,28.1] 0.3313173 0.0976861 0.5564943
sal + temp N_Atlantic (28.1,28.15] 0.0317958 -0.5238684 0.4648120
sal + temp N_Atlantic (28.15,28.2] 0.6514340 0.6250649 0.6679200
sal + temp N_Atlantic (28.2, Inf] -0.1259201 -0.5828764 0.7830312
sal + temp N_Pacific (-Inf,26] 0.9479912 0.8928635 0.9820709
sal + temp N_Pacific (26,26.5] 0.9677578 0.9575806 0.9747914
sal + temp N_Pacific (26.5,26.75] 0.9520856 0.9438769 0.9646913
sal + temp N_Pacific (26.75,27] 0.9595282 0.9542440 0.9664412
sal + temp N_Pacific (27,27.25] 0.9363400 0.9338369 0.9389828
sal + temp N_Pacific (27.25,27.5] 0.5277533 0.4496878 0.5722814
sal + temp N_Pacific (27.5,27.75] -0.2744083 -0.4355273 -0.1909208
sal + temp N_Pacific (27.75,27.85] -0.4933128 -0.5258966 -0.4476218
sal + temp N_Pacific (27.85,27.95] -0.6439796 -0.7747171 -0.5754080
sal + temp N_Pacific (27.95,28.05] -0.8044544 -0.8354035 -0.7510948
sal + temp N_Pacific (28.05,28.1] -0.2404230 -0.2832753 -0.1645741
sal + temp N_Pacific (28.1,28.2] -0.8887150 -0.9102836 -0.8679076
sal + temp N_Pacific (28.2,28.3] -0.4905311 -0.5721876 -0.3904994
sal + temp N_Pacific (28.3, Inf] 0.5727908 0.3283881 0.7241917
sal + temp Pacific (-Inf,26] 0.7818641 0.7029395 0.8623016
sal + temp Pacific (26,26.5] 0.9298347 0.9220419 0.9435455
sal + temp Pacific (26.5,26.75] 0.9678067 0.9563384 0.9786160
sal + temp Pacific (26.75,27] 0.9467015 0.9183397 0.9655743
sal + temp Pacific (27,27.25] 0.9181468 0.8972760 0.9336616
sal + temp Pacific (27.25,27.5] 0.7766109 0.7034187 0.8290345
sal + temp Pacific (27.5,27.75] 0.4861762 0.4435614 0.5320013
sal + temp Pacific (27.75,27.85] 0.5618146 0.5372700 0.5778938
sal + temp Pacific (27.85,27.95] 0.1532661 0.0682101 0.1958101
sal + temp Pacific (27.95,28.05] -0.1182026 -0.1566910 -0.0883593
sal + temp Pacific (28.05,28.1] 0.3576832 0.3119583 0.3985584
sal + temp Pacific (28.1,28.2] -0.3238423 -0.5312455 -0.2188145
sal + temp Pacific (28.2,28.3] 0.1032454 0.0521972 0.1407425
sal + temp Pacific (28.3, Inf] 0.9791259 0.9758669 0.9821120
sal + temp SO (26,26.5] 0.9370990 0.9105003 0.9655261
sal + temp SO (26.5,26.75] 0.9853768 0.9828422 0.9867350
sal + temp SO (26.75,27] 0.9617307 0.9513553 0.9680651
sal + temp SO (27,27.25] 0.9430449 0.9324088 0.9512270
sal + temp SO (27.25,27.5] 0.9212563 0.9173849 0.9277232
sal + temp SO (27.5,27.75] 0.8091555 0.7777180 0.8303282
sal + temp SO (27.75,27.85] 0.9235493 0.9106399 0.9318442
sal + temp SO (27.85,27.95] 0.9399402 0.9374358 0.9421681
sal + temp SO (27.95,28.05] 0.9327259 0.9060415 0.9513205
sal + temp SO (28.05,28.1] 0.9355379 0.9157693 0.9561088
sal + temp SO (28.1,28.15] 0.9321703 0.9168596 0.9429903
sal + temp SO (28.1,28.2] 0.8495665 0.8216670 0.8702152
sal + temp SO (28.15,28.2] 0.9114163 0.8744667 0.9570894
sal + temp SO (28.2, Inf] 0.4487832 0.2565661 0.5631125
sal + temp SO (28.2,28.3] 0.8691498 0.8612835 0.8791006
sal + temp SO (28.3, Inf] 0.7144766 0.3646923 0.9141529
silicate + phosphate Atlantic (-Inf,26] -0.3312595 -0.7543320 -0.0085748
silicate + phosphate Atlantic (26,26.5] 0.0303912 -0.1111654 0.1758842
silicate + phosphate Atlantic (26.5,26.75] 0.5504425 0.5279408 0.5778716
silicate + phosphate Atlantic (26.75,27] 0.8200586 0.7956995 0.8484872
silicate + phosphate Atlantic (27,27.25] 0.7593042 0.7188505 0.8124678
silicate + phosphate Atlantic (27.25,27.5] 0.7399512 0.6940100 0.7741436
silicate + phosphate Atlantic (27.5,27.75] 0.8415176 0.7772685 0.8914936
silicate + phosphate Atlantic (27.75,27.85] 0.8937935 0.8541420 0.9375855
silicate + phosphate Atlantic (27.85,27.95] 0.9304139 0.8903481 0.9625756
silicate + phosphate Atlantic (27.95,28.05] 0.9554102 0.9217059 0.9819186
silicate + phosphate Atlantic (28.05,28.1] 0.9794223 0.9680418 0.9892757
silicate + phosphate Atlantic (28.1,28.15] 0.9762248 0.9629320 0.9882038
silicate + phosphate Atlantic (28.15,28.2] 0.9551428 0.9526304 0.9595682
silicate + phosphate Atlantic (28.2, Inf] 0.9829243 0.9785329 0.9877581
silicate + phosphate Indian (-Inf,26] 0.8960298 0.8383016 0.9346033
silicate + phosphate Indian (26,26.5] 0.9250998 0.9106370 0.9345496
silicate + phosphate Indian (26.5,26.75] 0.9565339 0.9493796 0.9692222
silicate + phosphate Indian (26.75,27] 0.9715067 0.9665957 0.9752304
silicate + phosphate Indian (27,27.25] 0.9763848 0.9695953 0.9875492
silicate + phosphate Indian (27.25,27.5] 0.9767971 0.9701881 0.9854258
silicate + phosphate Indian (27.5,27.75] 0.9664616 0.9505568 0.9787812
silicate + phosphate Indian (27.75,27.85] 0.9813791 0.9735113 0.9931929
silicate + phosphate Indian (27.85,27.95] 0.9811331 0.9726172 0.9919642
silicate + phosphate Indian (27.95,28.05] 0.9725541 0.9596823 0.9850967
silicate + phosphate Indian (28.05,28.1] 0.9856997 0.9803489 0.9938346
silicate + phosphate Indian (28.1,28.2] 0.9168498 0.8635032 0.9479460
silicate + phosphate Indian (28.2,28.3] 0.8030160 0.7746192 0.8173293
silicate + phosphate Indian (28.3, Inf] 0.8919737 0.8213939 0.9467818
silicate + phosphate N_Atlantic (-Inf,26] -0.4429573 -0.4429573 -0.4429573
silicate + phosphate N_Atlantic (26,26.5] 0.9414249 0.9414249 0.9414249
silicate + phosphate N_Atlantic (26.5,26.75] 0.7597472 0.5680862 0.9250794
silicate + phosphate N_Atlantic (26.75,27] 0.8142808 0.7880964 0.8417412
silicate + phosphate N_Atlantic (27,27.25] 0.8984881 0.8229060 0.9530388
silicate + phosphate N_Atlantic (27.25,27.5] 0.9285711 0.8985351 0.9561676
silicate + phosphate N_Atlantic (27.5,27.75] 0.9522451 0.9417315 0.9646679
silicate + phosphate N_Atlantic (27.75,27.85] 0.7765526 0.7230336 0.8060284
silicate + phosphate N_Atlantic (27.85,27.95] 0.6297884 0.5729467 0.7131399
silicate + phosphate N_Atlantic (27.95,28.05] 0.6802613 0.5751822 0.7852216
silicate + phosphate N_Atlantic (28.05,28.1] 0.3563471 0.1767604 0.5505038
silicate + phosphate N_Atlantic (28.1,28.15] 0.7843937 0.7480065 0.8427355
silicate + phosphate N_Atlantic (28.15,28.2] 0.9807194 0.9782036 0.9839020
silicate + phosphate N_Atlantic (28.2, Inf] 0.9869697 0.9786511 0.9982876
silicate + phosphate N_Pacific (-Inf,26] 0.8710229 0.7509422 0.9572062
silicate + phosphate N_Pacific (26,26.5] 0.8483564 0.7978122 0.9168385
silicate + phosphate N_Pacific (26.5,26.75] 0.8893558 0.8625509 0.9262582
silicate + phosphate N_Pacific (26.75,27] 0.8232655 0.7490515 0.8894141
silicate + phosphate N_Pacific (27,27.25] 0.7877489 0.6527075 0.8570776
silicate + phosphate N_Pacific (27.25,27.5] 0.8268106 0.8198696 0.8303078
silicate + phosphate N_Pacific (27.5,27.75] 0.8079552 0.7948286 0.8229588
silicate + phosphate N_Pacific (27.75,27.85] 0.6946296 0.5403277 0.8429216
silicate + phosphate N_Pacific (27.85,27.95] 0.5735067 0.2606809 0.7513073
silicate + phosphate N_Pacific (27.95,28.05] 0.3390184 0.0325477 0.5687181
silicate + phosphate N_Pacific (28.05,28.1] 0.7071646 0.6078338 0.8085036
silicate + phosphate N_Pacific (28.1,28.2] 0.3122234 0.2217102 0.4171586
silicate + phosphate N_Pacific (28.2,28.3] 0.8769791 0.8669173 0.8872425
silicate + phosphate N_Pacific (28.3, Inf] 0.9955675 0.9906164 0.9996968
silicate + phosphate Pacific (-Inf,26] 0.8991322 0.8755939 0.9290143
silicate + phosphate Pacific (26,26.5] 0.9096296 0.8668022 0.9382976
silicate + phosphate Pacific (26.5,26.75] 0.8582116 0.7976346 0.9023853
silicate + phosphate Pacific (26.75,27] 0.8682947 0.8460442 0.8838680
silicate + phosphate Pacific (27,27.25] 0.9167443 0.8937322 0.9298931
silicate + phosphate Pacific (27.25,27.5] 0.9392256 0.9097547 0.9558904
silicate + phosphate Pacific (27.5,27.75] 0.9449538 0.9231747 0.9574928
silicate + phosphate Pacific (27.75,27.85] 0.9599420 0.9380267 0.9747410
silicate + phosphate Pacific (27.85,27.95] 0.9568474 0.9323898 0.9741911
silicate + phosphate Pacific (27.95,28.05] 0.9515397 0.9294982 0.9654123
silicate + phosphate Pacific (28.05,28.1] 0.9797142 0.9716661 0.9837863
silicate + phosphate Pacific (28.1,28.2] 0.8435066 0.7762834 0.8813718
silicate + phosphate Pacific (28.2,28.3] 0.8196915 0.8115009 0.8308783
silicate + phosphate Pacific (28.3, Inf] 0.9753267 0.9724926 0.9796838
silicate + phosphate SO (26,26.5] 0.8281427 0.6300002 0.9982831
silicate + phosphate SO (26.5,26.75] 0.4135273 -0.0396405 0.6499260
silicate + phosphate SO (26.75,27] 0.7807639 0.7315086 0.8066931
silicate + phosphate SO (27,27.25] 0.9358170 0.9298737 0.9392878
silicate + phosphate SO (27.25,27.5] 0.9733211 0.9716272 0.9750994
silicate + phosphate SO (27.5,27.75] 0.9792974 0.9742389 0.9819961
silicate + phosphate SO (27.75,27.85] 0.9834490 0.9782135 0.9873942
silicate + phosphate SO (27.85,27.95] 0.9856793 0.9788660 0.9893743
silicate + phosphate SO (27.95,28.05] 0.9829666 0.9779760 0.9870621
silicate + phosphate SO (28.05,28.1] 0.9687614 0.9522765 0.9774910
silicate + phosphate SO (28.1,28.15] 0.8950109 0.8088354 0.9538426
silicate + phosphate SO (28.1,28.2] 0.9646534 0.9525148 0.9768959
silicate + phosphate SO (28.15,28.2] 0.8412340 0.7728873 0.9408694
silicate + phosphate SO (28.2, Inf] 0.8555347 0.8414496 0.8823111
silicate + phosphate SO (28.2,28.3] 0.9413122 0.9294268 0.9595337
silicate + phosphate SO (28.3, Inf] 0.9474761 0.9373858 0.9577395
silicate + phosphate_star Atlantic (-Inf,26] -0.4168285 -0.6957630 0.0493996
silicate + phosphate_star Atlantic (26,26.5] -0.3836291 -0.4377112 -0.3339504
silicate + phosphate_star Atlantic (26.5,26.75] -0.0324215 -0.1589222 0.0819001
silicate + phosphate_star Atlantic (26.75,27] 0.4379235 0.3296881 0.4938361
silicate + phosphate_star Atlantic (27,27.25] 0.8671462 0.8472551 0.8877623
silicate + phosphate_star Atlantic (27.25,27.5] 0.9682362 0.9649232 0.9726309
silicate + phosphate_star Atlantic (27.5,27.75] 0.9758749 0.9693148 0.9797794
silicate + phosphate_star Atlantic (27.75,27.85] 0.9893691 0.9842008 0.9921574
silicate + phosphate_star Atlantic (27.85,27.95] 0.9891349 0.9844459 0.9924732
silicate + phosphate_star Atlantic (27.95,28.05] 0.9911364 0.9868823 0.9941641
silicate + phosphate_star Atlantic (28.05,28.1] 0.9940951 0.9912236 0.9970323
silicate + phosphate_star Atlantic (28.1,28.15] 0.9890768 0.9823731 0.9948327
silicate + phosphate_star Atlantic (28.15,28.2] 0.9708515 0.9677566 0.9767425
silicate + phosphate_star Atlantic (28.2, Inf] 0.9887572 0.9870520 0.9912257
silicate + phosphate_star Indian (-Inf,26] 0.9319197 0.9079023 0.9509841
silicate + phosphate_star Indian (26,26.5] 0.8595782 0.7928945 0.8990734
silicate + phosphate_star Indian (26.5,26.75] 0.7841147 0.6353052 0.8620372
silicate + phosphate_star Indian (26.75,27] 0.6390077 0.4564391 0.7345698
silicate + phosphate_star Indian (27,27.25] 0.6840176 0.5506988 0.7590080
silicate + phosphate_star Indian (27.25,27.5] 0.4657275 0.3067042 0.5872330
silicate + phosphate_star Indian (27.5,27.75] 0.1660792 0.0897266 0.2964883
silicate + phosphate_star Indian (27.75,27.85] -0.5777203 -0.6658966 -0.4496969
silicate + phosphate_star Indian (27.85,27.95] -0.6110202 -0.6497847 -0.5458225
silicate + phosphate_star Indian (27.95,28.05] -0.4260973 -0.4653174 -0.3904415
silicate + phosphate_star Indian (28.05,28.1] -0.4318880 -0.5560594 -0.2822733
silicate + phosphate_star Indian (28.1,28.2] 0.6982155 0.5040608 0.8303462
silicate + phosphate_star Indian (28.2,28.3] 0.9530813 0.9469576 0.9590236
silicate + phosphate_star Indian (28.3, Inf] 0.1794758 0.1736086 0.1839331
silicate + phosphate_star N_Atlantic (-Inf,26] 0.8467087 0.8467087 0.8467087
silicate + phosphate_star N_Atlantic (26,26.5] -0.3463022 -0.3463022 -0.3463022
silicate + phosphate_star N_Atlantic (26.5,26.75] -0.2189791 -0.5088205 0.0322450
silicate + phosphate_star N_Atlantic (26.75,27] -0.6435829 -0.7245693 -0.5329759
silicate + phosphate_star N_Atlantic (27,27.25] -0.8677875 -0.9337635 -0.7696661
silicate + phosphate_star N_Atlantic (27.25,27.5] -0.6765954 -0.8268498 -0.5038370
silicate + phosphate_star N_Atlantic (27.5,27.75] -0.3083225 -0.3374797 -0.2769770
silicate + phosphate_star N_Atlantic (27.75,27.85] 0.5474300 0.4235048 0.7598667
silicate + phosphate_star N_Atlantic (27.85,27.95] 0.8979490 0.8813766 0.9185432
silicate + phosphate_star N_Atlantic (27.95,28.05] 0.8879740 0.8527884 0.9358716
silicate + phosphate_star N_Atlantic (28.05,28.1] 0.4790113 0.3175441 0.5895367
silicate + phosphate_star N_Atlantic (28.1,28.15] 0.7600979 0.7183275 0.8378414
silicate + phosphate_star N_Atlantic (28.15,28.2] 0.9660785 0.9618223 0.9693842
silicate + phosphate_star N_Atlantic (28.2, Inf] 0.9879851 0.9852264 0.9903320
silicate + phosphate_star N_Pacific (-Inf,26] -0.0036834 -0.3893576 0.1924288
silicate + phosphate_star N_Pacific (26,26.5] 0.1366303 -0.0804714 0.4056131
silicate + phosphate_star N_Pacific (26.5,26.75] 0.2861844 0.1829144 0.3774302
silicate + phosphate_star N_Pacific (26.75,27] -0.1112688 -0.1743818 -0.0070046
silicate + phosphate_star N_Pacific (27,27.25] 0.0721517 0.0313156 0.1111982
silicate + phosphate_star N_Pacific (27.25,27.5] 0.8808433 0.8392022 0.9052219
silicate + phosphate_star N_Pacific (27.5,27.75] 0.9040576 0.8760048 0.9347406
silicate + phosphate_star N_Pacific (27.75,27.85] 0.7059284 0.6750352 0.7447853
silicate + phosphate_star N_Pacific (27.85,27.95] 0.4164860 0.3364586 0.5685652
silicate + phosphate_star N_Pacific (27.95,28.05] 0.2510655 0.2266351 0.2853843
silicate + phosphate_star N_Pacific (28.05,28.1] -0.4237512 -0.4928481 -0.3754416
silicate + phosphate_star N_Pacific (28.1,28.2] -0.1239701 -0.2339105 0.0057728
silicate + phosphate_star N_Pacific (28.2,28.3] -0.4472512 -0.7128021 -0.2827060
silicate + phosphate_star N_Pacific (28.3, Inf] -0.9295829 -0.9920455 -0.8694292
silicate + phosphate_star Pacific (-Inf,26] 0.8591647 0.8482350 0.8756710
silicate + phosphate_star Pacific (26,26.5] 0.8935839 0.8895629 0.9005061
silicate + phosphate_star Pacific (26.5,26.75] 0.8999306 0.8661460 0.9217486
silicate + phosphate_star Pacific (26.75,27] 0.8808633 0.8592642 0.9154036
silicate + phosphate_star Pacific (27,27.25] 0.8373478 0.7924782 0.8737430
silicate + phosphate_star Pacific (27.25,27.5] 0.7382041 0.6785963 0.7916839
silicate + phosphate_star Pacific (27.5,27.75] 0.5947207 0.5459924 0.6573153
silicate + phosphate_star Pacific (27.75,27.85] 0.3337092 0.1393087 0.4746433
silicate + phosphate_star Pacific (27.85,27.95] 0.3532269 0.2769805 0.4519446
silicate + phosphate_star Pacific (27.95,28.05] 0.3624809 0.3402022 0.3816179
silicate + phosphate_star Pacific (28.05,28.1] 0.4517371 0.4141250 0.5017302
silicate + phosphate_star Pacific (28.1,28.2] 0.4389878 0.4000090 0.4717844
silicate + phosphate_star Pacific (28.2,28.3] 0.2772517 0.1630018 0.3473164
silicate + phosphate_star Pacific (28.3, Inf] -0.7858974 -0.7991281 -0.7751155
silicate + phosphate_star SO (26,26.5] -0.0360375 -0.4344742 0.7404520
silicate + phosphate_star SO (26.5,26.75] -0.0971448 -0.5624967 0.1930114
silicate + phosphate_star SO (26.75,27] 0.1742988 0.0113018 0.2590394
silicate + phosphate_star SO (27,27.25] 0.4205816 0.3758568 0.4445257
silicate + phosphate_star SO (27.25,27.5] 0.1021089 0.0576638 0.1816458
silicate + phosphate_star SO (27.5,27.75] -0.0093629 -0.0323633 0.0147334
silicate + phosphate_star SO (27.75,27.85] -0.5243308 -0.5641744 -0.4651517
silicate + phosphate_star SO (27.85,27.95] -0.4510997 -0.5624829 -0.3531408
silicate + phosphate_star SO (27.95,28.05] -0.3966717 -0.6771958 -0.1056380
silicate + phosphate_star SO (28.05,28.1] -0.3308000 -0.5434998 -0.0153569
silicate + phosphate_star SO (28.1,28.15] 0.5517766 0.2411992 0.7939382
silicate + phosphate_star SO (28.1,28.2] -0.5073251 -0.5626157 -0.4567744
silicate + phosphate_star SO (28.15,28.2] 0.4742322 0.1620606 0.8113531
silicate + phosphate_star SO (28.2, Inf] 0.7414020 0.6661108 0.8119275
silicate + phosphate_star SO (28.2,28.3] -0.6250049 -0.6324459 -0.6110369
silicate + phosphate_star SO (28.3, Inf] -0.2291275 -0.3207855 -0.1242419
temp + aou Atlantic (-Inf,26] -0.7524212 -0.8676680 -0.6089679
temp + aou Atlantic (26,26.5] -0.4118800 -0.5337706 -0.3492537
temp + aou Atlantic (26.5,26.75] -0.0087989 -0.0749056 0.0300863
temp + aou Atlantic (26.75,27] 0.1429853 0.0218268 0.2380822
temp + aou Atlantic (27,27.25] 0.2145336 0.1368355 0.2665161
temp + aou Atlantic (27.25,27.5] 0.1658027 0.1432986 0.2103958
temp + aou Atlantic (27.5,27.75] -0.0213196 -0.0446860 -0.0043399
temp + aou Atlantic (27.75,27.85] -0.2583096 -0.2868384 -0.2187184
temp + aou Atlantic (27.85,27.95] -0.4451319 -0.5837429 -0.2762976
temp + aou Atlantic (27.95,28.05] -0.4798604 -0.6409910 -0.2456865
temp + aou Atlantic (28.05,28.1] -0.7226232 -0.7987181 -0.6430817
temp + aou Atlantic (28.1,28.15] -0.7007340 -0.8106775 -0.5641845
temp + aou Atlantic (28.15,28.2] -0.8037681 -0.8223161 -0.7830306
temp + aou Atlantic (28.2, Inf] -0.9515268 -0.9690056 -0.9400796
temp + aou Indian (-Inf,26] -0.6405914 -0.7173591 -0.5661297
temp + aou Indian (26,26.5] -0.4681737 -0.6076518 -0.3300936
temp + aou Indian (26.5,26.75] -0.4088259 -0.4435257 -0.3748139
temp + aou Indian (26.75,27] -0.2316916 -0.2565109 -0.2108021
temp + aou Indian (27,27.25] -0.0875064 -0.1325912 -0.0350499
temp + aou Indian (27.25,27.5] 0.2005662 0.1265639 0.2453284
temp + aou Indian (27.5,27.75] 0.4497346 0.4053428 0.5188150
temp + aou Indian (27.75,27.85] 0.8530730 0.8134979 0.8790290
temp + aou Indian (27.85,27.95] 0.8680513 0.8438920 0.8853096
temp + aou Indian (27.95,28.05] 0.8500403 0.8287311 0.8654977
temp + aou Indian (28.05,28.1] 0.9488535 0.9308448 0.9676264
temp + aou Indian (28.1,28.2] 0.8152710 0.7932190 0.8381637
temp + aou Indian (28.2,28.3] 0.7566455 0.7318849 0.8046327
temp + aou Indian (28.3, Inf] 0.5580344 0.3180905 0.7068897
temp + aou N_Atlantic (-Inf,26] -0.1721598 -0.1721598 -0.1721598
temp + aou N_Atlantic (26,26.5] 0.4812422 0.4812422 0.4812422
temp + aou N_Atlantic (26.5,26.75] 0.2383468 -0.6413280 0.7515119
temp + aou N_Atlantic (26.75,27] 0.5941390 0.4551135 0.7027757
temp + aou N_Atlantic (27,27.25] 0.8090410 0.6780714 0.9094974
temp + aou N_Atlantic (27.25,27.5] 0.8214802 0.7807661 0.8727678
temp + aou N_Atlantic (27.5,27.75] 0.6680751 0.5564561 0.7728817
temp + aou N_Atlantic (27.75,27.85] 0.8106587 0.7680594 0.8886147
temp + aou N_Atlantic (27.85,27.95] 0.9665774 0.9466041 0.9815685
temp + aou N_Atlantic (27.95,28.05] 0.9342280 0.9067061 0.9538548
temp + aou N_Atlantic (28.05,28.1] 0.3797830 0.2340129 0.6166405
temp + aou N_Atlantic (28.1,28.15] -0.1707282 -0.2049321 -0.1328381
temp + aou N_Atlantic (28.15,28.2] -0.3497932 -0.4857790 -0.1940026
temp + aou N_Atlantic (28.2, Inf] 0.1567558 -0.7394136 0.6932807
temp + aou N_Pacific (-Inf,26] 0.5388922 0.3864960 0.7727877
temp + aou N_Pacific (26,26.5] -0.1552005 -0.3206805 0.0677717
temp + aou N_Pacific (26.5,26.75] -0.2678034 -0.3815024 -0.1652995
temp + aou N_Pacific (26.75,27] 0.3691466 0.2622316 0.5290189
temp + aou N_Pacific (27,27.25] 0.2795381 0.1097535 0.4744327
temp + aou N_Pacific (27.25,27.5] -0.5660874 -0.7861872 -0.4463195
temp + aou N_Pacific (27.5,27.75] -0.4424905 -0.5231156 -0.3522681
temp + aou N_Pacific (27.75,27.85] -0.0472336 -0.2124833 0.0966708
temp + aou N_Pacific (27.85,27.95] 0.4312859 0.2757501 0.5787020
temp + aou N_Pacific (27.95,28.05] 0.7181027 0.6572957 0.7594673
temp + aou N_Pacific (28.05,28.1] 0.7040551 0.4693131 0.8332066
temp + aou N_Pacific (28.1,28.2] 0.9589023 0.9384386 0.9749831
temp + aou N_Pacific (28.2,28.3] 0.7737614 0.7299686 0.8152000
temp + aou N_Pacific (28.3, Inf] 0.3853241 0.2582731 0.4918023
temp + aou Pacific (-Inf,26] -0.4918163 -0.6087179 -0.3837541
temp + aou Pacific (26,26.5] -0.5608167 -0.6529660 -0.4128737
temp + aou Pacific (26.5,26.75] -0.5029855 -0.6812427 -0.2216551
temp + aou Pacific (26.75,27] -0.5708829 -0.6892836 -0.3466579
temp + aou Pacific (27,27.25] -0.6324730 -0.7155751 -0.4841094
temp + aou Pacific (27.25,27.5] -0.5203106 -0.6546833 -0.2974781
temp + aou Pacific (27.5,27.75] -0.3000420 -0.4122629 -0.1866058
temp + aou Pacific (27.75,27.85] 0.0570644 -0.0792184 0.2129093
temp + aou Pacific (27.85,27.95] 0.1785121 0.1030154 0.2262235
temp + aou Pacific (27.95,28.05] 0.3233495 0.2467231 0.3655325
temp + aou Pacific (28.05,28.1] 0.4425777 0.3844388 0.4722975
temp + aou Pacific (28.1,28.2] 0.6136405 0.5700326 0.6715961
temp + aou Pacific (28.2,28.3] 0.7581012 0.7269744 0.7998706
temp + aou Pacific (28.3, Inf] 0.9328909 0.9099797 0.9541659
temp + aou SO (26,26.5] 0.7476126 0.5550211 0.8778310
temp + aou SO (26.5,26.75] 0.0504352 -0.1764465 0.4167868
temp + aou SO (26.75,27] 0.0048131 -0.1402971 0.2149308
temp + aou SO (27,27.25] 0.0105898 -0.0501805 0.1144682
temp + aou SO (27.25,27.5] 0.4313458 0.3082102 0.4971695
temp + aou SO (27.5,27.75] 0.2956865 0.2193352 0.3768190
temp + aou SO (27.75,27.85] 0.7354461 0.7270589 0.7497327
temp + aou SO (27.85,27.95] 0.7837207 0.7478863 0.8167399
temp + aou SO (27.95,28.05] 0.7805355 0.6921111 0.8313026
temp + aou SO (28.05,28.1] 0.7260738 0.6255287 0.7789858
temp + aou SO (28.1,28.15] 0.0909318 -0.2902355 0.4041418
temp + aou SO (28.1,28.2] 0.8195555 0.7909013 0.8546788
temp + aou SO (28.15,28.2] -0.0293776 -0.5633029 0.4733346
temp + aou SO (28.2, Inf] 0.4382939 0.0841510 0.7164561
temp + aou SO (28.2,28.3] 0.8883991 0.8785052 0.8945808
temp + aou SO (28.3, Inf] 0.9723322 0.9676730 0.9785051
temp + nitrate Atlantic (-Inf,26] -0.8189219 -0.9376675 -0.7137644
temp + nitrate Atlantic (26,26.5] -0.3617058 -0.4617362 -0.2449465
temp + nitrate Atlantic (26.5,26.75] -0.1060984 -0.1877429 -0.0633115
temp + nitrate Atlantic (26.75,27] 0.0284178 -0.0710209 0.1005280
temp + nitrate Atlantic (27,27.25] -0.0670079 -0.0922804 -0.0361281
temp + nitrate Atlantic (27.25,27.5] -0.3165163 -0.4275655 -0.2495226
temp + nitrate Atlantic (27.5,27.75] -0.5140632 -0.6052812 -0.4325647
temp + nitrate Atlantic (27.75,27.85] -0.7460163 -0.8051659 -0.7135347
temp + nitrate Atlantic (27.85,27.95] -0.7450521 -0.8115065 -0.6476301
temp + nitrate Atlantic (27.95,28.05] -0.6568105 -0.7480074 -0.5022746
temp + nitrate Atlantic (28.05,28.1] -0.7841499 -0.8394328 -0.7257937
temp + nitrate Atlantic (28.1,28.15] -0.7457135 -0.8406787 -0.6238142
temp + nitrate Atlantic (28.15,28.2] -0.8335049 -0.8534602 -0.8081625
temp + nitrate Atlantic (28.2, Inf] -0.9693680 -0.9779037 -0.9639715
temp + nitrate Indian (-Inf,26] -0.6694254 -0.7632296 -0.5710564
temp + nitrate Indian (26,26.5] -0.5527545 -0.7264447 -0.4423120
temp + nitrate Indian (26.5,26.75] -0.5187172 -0.6123558 -0.4313994
temp + nitrate Indian (26.75,27] -0.3919596 -0.4401658 -0.3074527
temp + nitrate Indian (27,27.25] -0.2987124 -0.3609187 -0.2451862
temp + nitrate Indian (27.25,27.5] -0.0582448 -0.1197783 -0.0160406
temp + nitrate Indian (27.5,27.75] 0.2059123 0.1417289 0.2967343
temp + nitrate Indian (27.75,27.85] 0.7905010 0.7450064 0.8168310
temp + nitrate Indian (27.85,27.95] 0.8225768 0.7967950 0.8398870
temp + nitrate Indian (27.95,28.05] 0.8069611 0.7871400 0.8246910
temp + nitrate Indian (28.05,28.1] 0.9359064 0.9218040 0.9555208
temp + nitrate Indian (28.1,28.2] 0.7974006 0.7806106 0.8093133
temp + nitrate Indian (28.2,28.3] 0.7594522 0.7341275 0.7922651
temp + nitrate Indian (28.3, Inf] 0.3614534 0.2764688 0.4839279
temp + nitrate N_Atlantic (-Inf,26] -0.8825867 -0.8825867 -0.8825867
temp + nitrate N_Atlantic (26,26.5] 0.4744827 0.4744827 0.4744827
temp + nitrate N_Atlantic (26.5,26.75] 0.3215031 -0.4708913 0.7977374
temp + nitrate N_Atlantic (26.75,27] 0.6882219 0.4765848 0.8347175
temp + nitrate N_Atlantic (27,27.25] 0.8746965 0.7955404 0.9495817
temp + nitrate N_Atlantic (27.25,27.5] 0.7765735 0.6561455 0.8874764
temp + nitrate N_Atlantic (27.5,27.75] 0.6595058 0.5770592 0.7762326
temp + nitrate N_Atlantic (27.75,27.85] 0.8644757 0.8438770 0.8980537
temp + nitrate N_Atlantic (27.85,27.95] 0.8813332 0.8780682 0.8861645
temp + nitrate N_Atlantic (27.95,28.05] 0.7223586 0.6677970 0.8030166
temp + nitrate N_Atlantic (28.05,28.1] 0.1761983 -0.0487380 0.2898647
temp + nitrate N_Atlantic (28.1,28.15] -0.2121950 -0.6423920 0.1065494
temp + nitrate N_Atlantic (28.15,28.2] -0.4625355 -0.6360832 -0.2449027
temp + nitrate N_Atlantic (28.2, Inf] 0.3220818 -0.7600809 0.9022960
temp + nitrate N_Pacific (-Inf,26] 0.3447995 -0.0727708 0.8032534
temp + nitrate N_Pacific (26,26.5] -0.2670991 -0.4263848 -0.0939749
temp + nitrate N_Pacific (26.5,26.75] -0.3997964 -0.4899657 -0.3186881
temp + nitrate N_Pacific (26.75,27] 0.0739866 -0.0264226 0.2066379
temp + nitrate N_Pacific (27,27.25] -0.0627042 -0.4400142 0.3296055
temp + nitrate N_Pacific (27.25,27.5] -0.5747273 -0.7235405 -0.4917375
temp + nitrate N_Pacific (27.5,27.75] -0.6689506 -0.7890109 -0.5210305
temp + nitrate N_Pacific (27.75,27.85] -0.6479217 -0.6809848 -0.6064379
temp + nitrate N_Pacific (27.85,27.95] -0.0747848 -0.2222458 0.0100909
temp + nitrate N_Pacific (27.95,28.05] 0.4923512 0.4357831 0.5802254
temp + nitrate N_Pacific (28.05,28.1] 0.6539739 0.4496531 0.7806639
temp + nitrate N_Pacific (28.1,28.2] 0.9446787 0.9342956 0.9572620
temp + nitrate N_Pacific (28.2,28.3] 0.7658072 0.7289956 0.8050746
temp + nitrate N_Pacific (28.3, Inf] 0.4586387 0.3218175 0.6666186
temp + nitrate Pacific (-Inf,26] -0.6777696 -0.7582475 -0.5758429
temp + nitrate Pacific (26,26.5] -0.7118908 -0.7729003 -0.6009598
temp + nitrate Pacific (26.5,26.75] -0.7137766 -0.8281170 -0.5288478
temp + nitrate Pacific (26.75,27] -0.7570807 -0.8190406 -0.6357725
temp + nitrate Pacific (27,27.25] -0.7811310 -0.8177585 -0.7183251
temp + nitrate Pacific (27.25,27.5] -0.6961320 -0.7683723 -0.5835820
temp + nitrate Pacific (27.5,27.75] -0.4953349 -0.5769672 -0.4194512
temp + nitrate Pacific (27.75,27.85] -0.0369722 -0.1811208 0.1177600
temp + nitrate Pacific (27.85,27.95] 0.0981120 0.0149331 0.1599073
temp + nitrate Pacific (27.95,28.05] 0.2585851 0.1735037 0.3040231
temp + nitrate Pacific (28.05,28.1] 0.4152286 0.3457140 0.4595506
temp + nitrate Pacific (28.1,28.2] 0.5559489 0.5136493 0.6144937
temp + nitrate Pacific (28.2,28.3] 0.7303531 0.7056954 0.7777437
temp + nitrate Pacific (28.3, Inf] 0.9174224 0.8888664 0.9421100
temp + nitrate SO (26,26.5] -0.0089739 -0.6530084 0.5301320
temp + nitrate SO (26.5,26.75] -0.6583675 -0.6844016 -0.6381934
temp + nitrate SO (26.75,27] -0.6177622 -0.6783612 -0.5357023
temp + nitrate SO (27,27.25] -0.5514785 -0.5774672 -0.5180598
temp + nitrate SO (27.25,27.5] -0.1556724 -0.2457361 -0.1044192
temp + nitrate SO (27.5,27.75] -0.0929252 -0.1562622 -0.0510163
temp + nitrate SO (27.75,27.85] 0.5683148 0.5405187 0.5855485
temp + nitrate SO (27.85,27.95] 0.5857557 0.5501308 0.6502197
temp + nitrate SO (27.95,28.05] 0.5020436 0.2500008 0.6972232
temp + nitrate SO (28.05,28.1] 0.3557777 0.0655557 0.5335192
temp + nitrate SO (28.1,28.15] -0.7412257 -0.8214042 -0.6654006
temp + nitrate SO (28.1,28.2] 0.5601001 0.4736522 0.6643601
temp + nitrate SO (28.15,28.2] -0.7405530 -0.8708262 -0.5616495
temp + nitrate SO (28.2, Inf] -0.5132838 -0.6150168 -0.3824807
temp + nitrate SO (28.2,28.3] 0.6834171 0.6506446 0.7476397
temp + nitrate SO (28.3, Inf] 0.8810158 0.8290215 0.9168115
temp + phosphate Atlantic (-Inf,26] -0.4777258 -0.6685381 -0.2340015
temp + phosphate Atlantic (26,26.5] -0.6463997 -0.7875762 -0.5305619
temp + phosphate Atlantic (26.5,26.75] -0.3542919 -0.4285280 -0.2841576
temp + phosphate Atlantic (26.75,27] -0.1433639 -0.2634436 -0.0357825
temp + phosphate Atlantic (27,27.25] -0.2242385 -0.2769220 -0.1533630
temp + phosphate Atlantic (27.25,27.5] -0.4325358 -0.5618941 -0.3508972
temp + phosphate Atlantic (27.5,27.75] -0.5709650 -0.6608802 -0.4922382
temp + phosphate Atlantic (27.75,27.85] -0.7846369 -0.8354639 -0.7563168
temp + phosphate Atlantic (27.85,27.95] -0.7737739 -0.8293542 -0.6889574
temp + phosphate Atlantic (27.95,28.05] -0.6753354 -0.7505831 -0.5359802
temp + phosphate Atlantic (28.05,28.1] -0.8024450 -0.8511449 -0.7511668
temp + phosphate Atlantic (28.1,28.15] -0.7709109 -0.8540373 -0.6638673
temp + phosphate Atlantic (28.15,28.2] -0.8576710 -0.8683008 -0.8488617
temp + phosphate Atlantic (28.2, Inf] -0.9658642 -0.9793860 -0.9589767
temp + phosphate Indian (-Inf,26] -0.6556840 -0.7413940 -0.6120785
temp + phosphate Indian (26,26.5] -0.5507407 -0.7005577 -0.3984910
temp + phosphate Indian (26.5,26.75] -0.5053169 -0.5599839 -0.4640582
temp + phosphate Indian (26.75,27] -0.3596909 -0.3816520 -0.3227993
temp + phosphate Indian (27,27.25] -0.2255930 -0.2706819 -0.1809202
temp + phosphate Indian (27.25,27.5] 0.0252234 -0.0452118 0.0716141
temp + phosphate Indian (27.5,27.75] 0.2718138 0.2107141 0.3723348
temp + phosphate Indian (27.75,27.85] 0.8069316 0.7564455 0.8375440
temp + phosphate Indian (27.85,27.95] 0.8308954 0.8011536 0.8498534
temp + phosphate Indian (27.95,28.05] 0.8150935 0.7973491 0.8269878
temp + phosphate Indian (28.05,28.1] 0.9403323 0.9195034 0.9611418
temp + phosphate Indian (28.1,28.2] 0.7841989 0.7422908 0.8092071
temp + phosphate Indian (28.2,28.3] 0.7276512 0.6997636 0.7774621
temp + phosphate Indian (28.3, Inf] 0.3870255 0.3382302 0.4709915
temp + phosphate N_Atlantic (-Inf,26] 0.1848163 0.1848163 0.1848163
temp + phosphate N_Atlantic (26,26.5] 0.3944834 0.3944834 0.3944834
temp + phosphate N_Atlantic (26.5,26.75] 0.0689992 -0.7449423 0.5779809
temp + phosphate N_Atlantic (26.75,27] 0.4989998 0.3179479 0.6347802
temp + phosphate N_Atlantic (27,27.25] 0.7889061 0.6427246 0.9135909
temp + phosphate N_Atlantic (27.25,27.5] 0.6674614 0.4803426 0.8249479
temp + phosphate N_Atlantic (27.5,27.75] 0.5669365 0.4797918 0.7055585
temp + phosphate N_Atlantic (27.75,27.85] 0.8402114 0.8265299 0.8582651
temp + phosphate N_Atlantic (27.85,27.95] 0.8313579 0.8206199 0.8371016
temp + phosphate N_Atlantic (27.95,28.05] 0.6335883 0.5558851 0.7385985
temp + phosphate N_Atlantic (28.05,28.1] 0.0568893 -0.2004978 0.2062586
temp + phosphate N_Atlantic (28.1,28.15] -0.2803161 -0.7142447 0.0477260
temp + phosphate N_Atlantic (28.15,28.2] -0.4830274 -0.6522088 -0.2675456
temp + phosphate N_Atlantic (28.2, Inf] 0.3071890 -0.7346611 0.8772123
temp + phosphate N_Pacific (-Inf,26] 0.0435957 -0.4860340 0.6651933
temp + phosphate N_Pacific (26,26.5] -0.4220019 -0.5525239 -0.2902056
temp + phosphate N_Pacific (26.5,26.75] -0.4199495 -0.5102590 -0.3673907
temp + phosphate N_Pacific (26.75,27] 0.0048914 -0.0942751 0.1546465
temp + phosphate N_Pacific (27,27.25] -0.0431258 -0.1932560 0.1162824
temp + phosphate N_Pacific (27.25,27.5] -0.6354258 -0.7861198 -0.5347449
temp + phosphate N_Pacific (27.5,27.75] -0.6470281 -0.6495914 -0.6434156
temp + phosphate N_Pacific (27.75,27.85] -0.1874572 -0.3606389 -0.0490485
temp + phosphate N_Pacific (27.85,27.95] 0.2872992 0.0720950 0.4632144
temp + phosphate N_Pacific (27.95,28.05] 0.6290166 0.5424162 0.6850861
temp + phosphate N_Pacific (28.05,28.1] 0.6980485 0.4965371 0.8187047
temp + phosphate N_Pacific (28.1,28.2] 0.9518308 0.9290522 0.9683303
temp + phosphate N_Pacific (28.2,28.3] 0.7872367 0.7459725 0.8273020
temp + phosphate N_Pacific (28.3, Inf] 0.4696403 0.3636404 0.5295653
temp + phosphate Pacific (-Inf,26] -0.6178883 -0.6956517 -0.5151249
temp + phosphate Pacific (26,26.5] -0.6597334 -0.7268285 -0.5263013
temp + phosphate Pacific (26.5,26.75] -0.6046210 -0.7566942 -0.3563266
temp + phosphate Pacific (26.75,27] -0.6479821 -0.7516564 -0.4523582
temp + phosphate Pacific (27,27.25] -0.6915833 -0.7680669 -0.5558690
temp + phosphate Pacific (27.25,27.5] -0.5962905 -0.7183715 -0.3989485
temp + phosphate Pacific (27.5,27.75] -0.3766719 -0.4883637 -0.2632973
temp + phosphate Pacific (27.75,27.85] 0.0309722 -0.1021925 0.1867997
temp + phosphate Pacific (27.85,27.95] 0.1482151 0.0715065 0.1965895
temp + phosphate Pacific (27.95,28.05] 0.2906153 0.2112204 0.3320151
temp + phosphate Pacific (28.05,28.1] 0.4367078 0.3737728 0.4723297
temp + phosphate Pacific (28.1,28.2] 0.5940549 0.5543391 0.6486191
temp + phosphate Pacific (28.2,28.3] 0.7538292 0.7230858 0.7976662
temp + phosphate Pacific (28.3, Inf] 0.9374130 0.9115748 0.9583276
temp + phosphate SO (26,26.5] -0.1243714 -0.7174176 0.3545743
temp + phosphate SO (26.5,26.75] -0.7262050 -0.7556998 -0.6993555
temp + phosphate SO (26.75,27] -0.6185196 -0.6538381 -0.5564075
temp + phosphate SO (27,27.25] -0.5723725 -0.5958734 -0.5419313
temp + phosphate SO (27.25,27.5] -0.1780632 -0.2630824 -0.1292125
temp + phosphate SO (27.5,27.75] -0.0853894 -0.1475763 -0.0466022
temp + phosphate SO (27.75,27.85] 0.5664681 0.5347330 0.5852318
temp + phosphate SO (27.85,27.95] 0.5699573 0.5330962 0.6387163
temp + phosphate SO (27.95,28.05] 0.4952072 0.2474925 0.6940217
temp + phosphate SO (28.05,28.1] 0.3704384 0.0915182 0.5408494
temp + phosphate SO (28.1,28.15] -0.7293022 -0.8099231 -0.6560134
temp + phosphate SO (28.1,28.2] 0.5782118 0.5034908 0.6709070
temp + phosphate SO (28.15,28.2] -0.7326956 -0.8603377 -0.5652814
temp + phosphate SO (28.2, Inf] -0.4901602 -0.5579402 -0.3711103
temp + phosphate SO (28.2,28.3] 0.7139709 0.6870840 0.7665989
temp + phosphate SO (28.3, Inf] 0.8333907 0.7703965 0.8815214
temp + phosphate_star Atlantic (-Inf,26] -0.3561228 -0.5981950 0.0683286
temp + phosphate_star Atlantic (26,26.5] -0.8365456 -0.8664458 -0.7838569
temp + phosphate_star Atlantic (26.5,26.75] -0.9033479 -0.9163102 -0.8836351
temp + phosphate_star Atlantic (26.75,27] -0.9113499 -0.9306438 -0.8830067
temp + phosphate_star Atlantic (27,27.25] -0.9376057 -0.9600489 -0.9233373
temp + phosphate_star Atlantic (27.25,27.5] -0.9348863 -0.9557793 -0.9122695
temp + phosphate_star Atlantic (27.5,27.75] -0.8840413 -0.9062876 -0.8724420
temp + phosphate_star Atlantic (27.75,27.85] -0.9491761 -0.9560440 -0.9450802
temp + phosphate_star Atlantic (27.85,27.95] -0.9159665 -0.9290230 -0.8960303
temp + phosphate_star Atlantic (27.95,28.05] -0.8247711 -0.8623744 -0.7695330
temp + phosphate_star Atlantic (28.05,28.1] -0.8785653 -0.9028039 -0.8533819
temp + phosphate_star Atlantic (28.1,28.15] -0.8516033 -0.9037152 -0.7823761
temp + phosphate_star Atlantic (28.15,28.2] -0.9083963 -0.9130373 -0.9026902
temp + phosphate_star Atlantic (28.2, Inf] -0.9777554 -0.9854358 -0.9720022
temp + phosphate_star Indian (-Inf,26] -0.7470280 -0.8327622 -0.6232959
temp + phosphate_star Indian (26,26.5] -0.7960444 -0.9095528 -0.6765526
temp + phosphate_star Indian (26.5,26.75] -0.8380100 -0.9223634 -0.7942570
temp + phosphate_star Indian (26.75,27] -0.8680354 -0.9208501 -0.8360655
temp + phosphate_star Indian (27,27.25] -0.8700290 -0.8886212 -0.8418999
temp + phosphate_star Indian (27.25,27.5] -0.9131767 -0.9462067 -0.8815502
temp + phosphate_star Indian (27.5,27.75] -0.9609486 -0.9768387 -0.9389357
temp + phosphate_star Indian (27.75,27.85] -0.9694452 -0.9797714 -0.9622630
temp + phosphate_star Indian (27.85,27.95] -0.9694030 -0.9750576 -0.9648276
temp + phosphate_star Indian (27.95,28.05] -0.9219559 -0.9558739 -0.8978093
temp + phosphate_star Indian (28.05,28.1] -0.7015569 -0.8505054 -0.5797813
temp + phosphate_star Indian (28.1,28.2] -0.0684158 -0.5619854 0.2809622
temp + phosphate_star Indian (28.2,28.3] 0.2919020 0.1787992 0.3810086
temp + phosphate_star Indian (28.3, Inf] -0.5675732 -0.8396087 -0.1845514
temp + phosphate_star N_Atlantic (-Inf,26] -0.9809513 -0.9809513 -0.9809513
temp + phosphate_star N_Atlantic (26,26.5] -0.8683983 -0.8683983 -0.8683983
temp + phosphate_star N_Atlantic (26.5,26.75] -0.9683955 -0.9882078 -0.9387869
temp + phosphate_star N_Atlantic (26.75,27] -0.9057484 -0.9387023 -0.8758331
temp + phosphate_star N_Atlantic (27,27.25] -0.9651278 -0.9840289 -0.9358759
temp + phosphate_star N_Atlantic (27.25,27.5] -0.9581173 -0.9670815 -0.9509234
temp + phosphate_star N_Atlantic (27.5,27.75] -0.8749715 -0.9064961 -0.8476272
temp + phosphate_star N_Atlantic (27.75,27.85] -0.2448321 -0.3574324 -0.1828496
temp + phosphate_star N_Atlantic (27.85,27.95] 0.0434079 0.0203598 0.0866918
temp + phosphate_star N_Atlantic (27.95,28.05] 0.1303876 -0.0152087 0.3014374
temp + phosphate_star N_Atlantic (28.05,28.1] -0.2375391 -0.4750337 -0.0274953
temp + phosphate_star N_Atlantic (28.1,28.15] -0.4094950 -0.8890083 -0.0375783
temp + phosphate_star N_Atlantic (28.15,28.2] -0.6075121 -0.7801203 -0.3757511
temp + phosphate_star N_Atlantic (28.2, Inf] 0.2775175 -0.7681136 0.8569400
temp + phosphate_star N_Pacific (-Inf,26] -0.9688266 -0.9695190 -0.9680626
temp + phosphate_star N_Pacific (26,26.5] -0.9742536 -0.9880118 -0.9572028
temp + phosphate_star N_Pacific (26.5,26.75] -0.9405613 -0.9494759 -0.9291156
temp + phosphate_star N_Pacific (26.75,27] -0.9690610 -0.9765511 -0.9621405
temp + phosphate_star N_Pacific (27,27.25] -0.9527018 -0.9780340 -0.9272972
temp + phosphate_star N_Pacific (27.25,27.5] -0.8147705 -0.8368919 -0.7721127
temp + phosphate_star N_Pacific (27.5,27.75] -0.8561472 -0.8868312 -0.8254239
temp + phosphate_star N_Pacific (27.75,27.85] -0.7742641 -0.8440595 -0.7379639
temp + phosphate_star N_Pacific (27.85,27.95] -0.7733933 -0.8859911 -0.7106533
temp + phosphate_star N_Pacific (27.95,28.05] -0.9204575 -0.9520250 -0.8923210
temp + phosphate_star N_Pacific (28.05,28.1] -0.7537167 -0.8876132 -0.5797841
temp + phosphate_star N_Pacific (28.1,28.2] -0.9301921 -0.9306420 -0.9297943
temp + phosphate_star N_Pacific (28.2,28.3] -0.2705879 -0.2966663 -0.2339736
temp + phosphate_star N_Pacific (28.3, Inf] -0.5805037 -0.7387890 -0.2996030
temp + phosphate_star Pacific (-Inf,26] -0.9003871 -0.9174834 -0.8729814
temp + phosphate_star Pacific (26,26.5] -0.9336434 -0.9537925 -0.9087733
temp + phosphate_star Pacific (26.5,26.75] -0.9344840 -0.9599955 -0.8916313
temp + phosphate_star Pacific (26.75,27] -0.9124921 -0.9384248 -0.8627255
temp + phosphate_star Pacific (27,27.25] -0.9033929 -0.9252087 -0.8627227
temp + phosphate_star Pacific (27.25,27.5] -0.8890293 -0.9151751 -0.8571700
temp + phosphate_star Pacific (27.5,27.75] -0.8678974 -0.8944424 -0.8350680
temp + phosphate_star Pacific (27.75,27.85] -0.7348925 -0.7873712 -0.7053915
temp + phosphate_star Pacific (27.85,27.95] -0.7710573 -0.7841355 -0.7597994
temp + phosphate_star Pacific (27.95,28.05] -0.7771127 -0.7996728 -0.7407831
temp + phosphate_star Pacific (28.05,28.1] -0.3105363 -0.3985805 -0.1961512
temp + phosphate_star Pacific (28.1,28.2] -0.5826781 -0.6199728 -0.5552023
temp + phosphate_star Pacific (28.2,28.3] -0.2458891 -0.3471527 -0.1519491
temp + phosphate_star Pacific (28.3, Inf] -0.8838158 -0.8944384 -0.8779527
temp + phosphate_star SO (26,26.5] -0.9755075 -0.9995969 -0.9591301
temp + phosphate_star SO (26.5,26.75] -0.9710096 -0.9801637 -0.9629182
temp + phosphate_star SO (26.75,27] -0.9625724 -0.9669325 -0.9591379
temp + phosphate_star SO (27,27.25] -0.9794497 -0.9815310 -0.9768237
temp + phosphate_star SO (27.25,27.5] -0.9915443 -0.9938368 -0.9896588
temp + phosphate_star SO (27.5,27.75] -0.9799368 -0.9838771 -0.9725956
temp + phosphate_star SO (27.75,27.85] -0.9600565 -0.9727769 -0.9509268
temp + phosphate_star SO (27.85,27.95] -0.9611122 -0.9741130 -0.9418579
temp + phosphate_star SO (27.95,28.05] -0.9496751 -0.9651055 -0.9257863
temp + phosphate_star SO (28.05,28.1] -0.9491457 -0.9638313 -0.9209858
temp + phosphate_star SO (28.1,28.15] -0.9663769 -0.9774916 -0.9591509
temp + phosphate_star SO (28.1,28.2] -0.9563194 -0.9615475 -0.9501847
temp + phosphate_star SO (28.15,28.2] -0.9739437 -0.9822874 -0.9690003
temp + phosphate_star SO (28.2, Inf] -0.8431003 -0.8697406 -0.8195955
temp + phosphate_star SO (28.2,28.3] -0.9472219 -0.9559571 -0.9409255
temp + phosphate_star SO (28.3, Inf] -0.8491677 -0.8625710 -0.8413483
temp + silicate Atlantic (-Inf,26] -0.2776439 -0.8003479 0.6575504
temp + silicate Atlantic (26,26.5] 0.1182988 0.0800207 0.1909174
temp + silicate Atlantic (26.5,26.75] 0.1322091 0.0209649 0.2232368
temp + silicate Atlantic (26.75,27] -0.2769106 -0.3196445 -0.2011615
temp + silicate Atlantic (27,27.25] -0.7477138 -0.8118850 -0.7027964
temp + silicate Atlantic (27.25,27.5] -0.8546175 -0.9000512 -0.8168848
temp + silicate Atlantic (27.5,27.75] -0.7905600 -0.8286912 -0.7580053
temp + silicate Atlantic (27.75,27.85] -0.9293629 -0.9342513 -0.9223144
temp + silicate Atlantic (27.85,27.95] -0.9065011 -0.9251525 -0.8798418
temp + silicate Atlantic (27.95,28.05] -0.8254570 -0.8654199 -0.7683176
temp + silicate Atlantic (28.05,28.1] -0.8953962 -0.9096426 -0.8829397
temp + silicate Atlantic (28.1,28.15] -0.8618560 -0.9024023 -0.8053847
temp + silicate Atlantic (28.15,28.2] -0.8595494 -0.8869402 -0.8426351
temp + silicate Atlantic (28.2, Inf] -0.9554113 -0.9671136 -0.9420923
temp + silicate Indian (-Inf,26] -0.5614041 -0.6638590 -0.3734267
temp + silicate Indian (26,26.5] -0.5941744 -0.6421628 -0.5028828
temp + silicate Indian (26.5,26.75] -0.5425561 -0.5722472 -0.4965536
temp + silicate Indian (26.75,27] -0.3743383 -0.4359088 -0.2830281
temp + silicate Indian (27,27.25] -0.3438193 -0.4183755 -0.2245524
temp + silicate Indian (27.25,27.5] -0.1285218 -0.2475375 -0.0281828
temp + silicate Indian (27.5,27.75] 0.0758295 -0.0639620 0.1875998
temp + silicate Indian (27.75,27.85] 0.7360053 0.6470376 0.7909341
temp + silicate Indian (27.85,27.95] 0.7642725 0.7006374 0.8055379
temp + silicate Indian (27.95,28.05] 0.7165239 0.6907283 0.7310760
temp + silicate Indian (28.05,28.1] 0.9199631 0.8877802 0.9525679
temp + silicate Indian (28.1,28.2] 0.5438237 0.3722303 0.6420387
temp + silicate Indian (28.2,28.3] 0.3744519 0.3126487 0.4492414
temp + silicate Indian (28.3, Inf] 0.4743994 0.2961604 0.6422732
temp + silicate N_Atlantic (-Inf,26] -0.9089316 -0.9089316 -0.9089316
temp + silicate N_Atlantic (26,26.5] 0.6673838 0.6673838 0.6673838
temp + silicate N_Atlantic (26.5,26.75] 0.4000403 0.0861406 0.6161295
temp + silicate N_Atlantic (26.75,27] 0.8282172 0.7701488 0.8790619
temp + silicate N_Atlantic (27,27.25] 0.9382053 0.8958276 0.9685557
temp + silicate N_Atlantic (27.25,27.5] 0.8211036 0.7051709 0.9165359
temp + silicate N_Atlantic (27.5,27.75] 0.6865879 0.6483211 0.7546116
temp + silicate N_Atlantic (27.75,27.85] 0.5554076 0.4290634 0.6350908
temp + silicate N_Atlantic (27.85,27.95] 0.1829765 0.0810159 0.3084457
temp + silicate N_Atlantic (27.95,28.05] 0.0416067 -0.1868726 0.2798826
temp + silicate N_Atlantic (28.05,28.1] -0.4279290 -0.6840563 -0.0794243
temp + silicate N_Atlantic (28.1,28.15] -0.3179179 -0.6743604 0.0027216
temp + silicate N_Atlantic (28.15,28.2] -0.5142844 -0.6682770 -0.3190602
temp + silicate N_Atlantic (28.2, Inf] 0.2395684 -0.7119505 0.7848218
temp + silicate N_Pacific (-Inf,26] 0.1752956 -0.0108846 0.5085832
temp + silicate N_Pacific (26,26.5] -0.0960095 -0.4103877 0.1374198
temp + silicate N_Pacific (26.5,26.75] -0.1850654 -0.3093300 -0.1096077
temp + silicate N_Pacific (26.75,27] 0.2742085 0.1619739 0.3350832
temp + silicate N_Pacific (27,27.25] 0.1106985 0.0381577 0.1865829
temp + silicate N_Pacific (27.25,27.5] -0.6469612 -0.7788713 -0.5260008
temp + silicate N_Pacific (27.5,27.75] -0.9440445 -0.9481273 -0.9407908
temp + silicate N_Pacific (27.75,27.85] -0.7646683 -0.8042800 -0.7422694
temp + silicate N_Pacific (27.85,27.95] -0.4252700 -0.5409808 -0.2417422
temp + silicate N_Pacific (27.95,28.05] -0.3060915 -0.3263346 -0.2853263
temp + silicate N_Pacific (28.05,28.1] 0.2522139 0.1161711 0.3909104
temp + silicate N_Pacific (28.1,28.2] 0.1247414 0.0382835 0.2921778
temp + silicate N_Pacific (28.2,28.3] 0.6631718 0.5758950 0.7149262
temp + silicate N_Pacific (28.3, Inf] 0.4755651 0.3570185 0.5943585
temp + silicate Pacific (-Inf,26] -0.7655510 -0.7990279 -0.7294975
temp + silicate Pacific (26,26.5] -0.7895155 -0.8146383 -0.7552402
temp + silicate Pacific (26.5,26.75] -0.8252187 -0.8676397 -0.7440757
temp + silicate Pacific (26.75,27] -0.8473948 -0.9028539 -0.7697535
temp + silicate Pacific (27,27.25] -0.8463560 -0.8850150 -0.7822835
temp + silicate Pacific (27.25,27.5] -0.7580902 -0.8242214 -0.6520508
temp + silicate Pacific (27.5,27.75] -0.5805681 -0.6623349 -0.5117149
temp + silicate Pacific (27.75,27.85] -0.1444498 -0.2660402 -0.0193603
temp + silicate Pacific (27.85,27.95] -0.0476010 -0.1164941 0.0300588
temp + silicate Pacific (27.95,28.05] 0.0747923 -0.0286861 0.1470412
temp + silicate Pacific (28.05,28.1] 0.3757362 0.3149749 0.4158846
temp + silicate Pacific (28.1,28.2] 0.1790795 0.0509025 0.2765651
temp + silicate Pacific (28.2,28.3] 0.6557339 0.6258303 0.6741055
temp + silicate Pacific (28.3, Inf] 0.9413378 0.9237818 0.9558491
temp + silicate SO (26,26.5] 0.1460743 -0.7564308 0.5974567
temp + silicate SO (26.5,26.75] 0.1617335 -0.0964712 0.5846783
temp + silicate SO (26.75,27] -0.1341598 -0.2117815 0.0180476
temp + silicate SO (27,27.25] -0.4430968 -0.5010984 -0.3547875
temp + silicate SO (27.25,27.5] -0.1775742 -0.2806483 -0.1144105
temp + silicate SO (27.5,27.75] -0.0767394 -0.1339893 -0.0450822
temp + silicate SO (27.75,27.85] 0.5442027 0.4869507 0.5954341
temp + silicate SO (27.85,27.95] 0.5273649 0.4768588 0.6017222
temp + silicate SO (27.95,28.05] 0.5407411 0.3472333 0.7181378
temp + silicate SO (28.05,28.1] 0.5251378 0.3388118 0.6376992
temp + silicate SO (28.1,28.15] -0.4128489 -0.6322366 -0.1628854
temp + silicate SO (28.1,28.2] 0.6747411 0.6489242 0.7120873
temp + silicate SO (28.15,28.2] -0.3605444 -0.6748519 -0.0826364
temp + silicate SO (28.2, Inf] -0.3141490 -0.3775577 -0.1991046
temp + silicate SO (28.2,28.3] 0.8027838 0.7948458 0.8127760
temp + silicate SO (28.3, Inf] 0.6819849 0.6113199 0.7262344
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")

Version Author Date
7ef49ab Donghe-Zhu 2021-07-27
da818c0 Donghe-Zhu 2021-07-27
8623898 Donghe-Zhu 2021-07-27
f84b77c Donghe-Zhu 2021-07-27
70ad9a5 Donghe-Zhu 2021-07-27
0d0b48d Donghe-Zhu 2021-07-27
d0d97c6 Donghe-Zhu 2021-07-27
829510d Donghe-Zhu 2021-07-27
780627d Donghe-Zhu 2021-07-27
e9838c9 Donghe-Zhu 2021-07-27
2777f33 Donghe-Zhu 2021-07-27
d19760f Donghe-Zhu 2021-07-27
cac5680 Donghe-Zhu 2021-07-23
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
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] -0.7122423 -0.8587279 -0.5764034
aou Atlantic (26,26.5] -0.8295611 -0.8412792 -0.8192340
aou Atlantic (26.5,26.75] -0.9613628 -0.9680841 -0.9578502
aou Atlantic (26.75,27] -0.9818992 -0.9878146 -0.9710241
aou Atlantic (27,27.25] -0.9512324 -0.9685178 -0.9345589
aou Atlantic (27.25,27.5] -0.8563146 -0.9099120 -0.7647585
aou Atlantic (27.5,27.75] -0.8131376 -0.8686671 -0.7301154
aou Atlantic (27.75,27.85] -0.8041934 -0.8415179 -0.7624155
aou Atlantic (27.85,27.95] -0.9108361 -0.9332887 -0.8923083
aou Atlantic (27.95,28.05] -0.9660397 -0.9810932 -0.9490734
aou Atlantic (28.05,28.1] -0.9923126 -0.9946645 -0.9894111
aou Atlantic (28.1,28.15] -0.9946819 -0.9975674 -0.9911403
aou Atlantic (28.15,28.2] -0.9918504 -0.9934725 -0.9904648
aou Atlantic (28.2, Inf] -0.9943002 -0.9964366 -0.9930679
aou Indian (-Inf,26] -0.9297675 -0.9382360 -0.9139297
aou Indian (26,26.5] -0.8577157 -0.8950165 -0.8024888
aou Indian (26.5,26.75] -0.9058436 -0.9416896 -0.8728973
aou Indian (26.75,27] -0.9306996 -0.9479381 -0.9037763
aou Indian (27,27.25] -0.9359859 -0.9518536 -0.9246564
aou Indian (27.25,27.5] -0.9383518 -0.9529523 -0.9110675
aou Indian (27.5,27.75] -0.9521121 -0.9618589 -0.9397626
aou Indian (27.75,27.85] -0.9828418 -0.9949217 -0.9623966
aou Indian (27.85,27.95] -0.9916769 -0.9952799 -0.9856330
aou Indian (27.95,28.05] -0.9914621 -0.9961638 -0.9838109
aou Indian (28.05,28.1] -0.9957820 -0.9980401 -0.9921699
aou Indian (28.1,28.2] -0.9932613 -0.9959582 -0.9899882
aou Indian (28.2,28.3] -0.9898223 -0.9950520 -0.9866582
aou Indian (28.3, Inf] -0.9243582 -0.9722711 -0.8447334
aou N_Atlantic (-Inf,26] -0.5732430 -0.5732430 -0.5732430
aou N_Atlantic (26,26.5] NA NA NA
aou N_Atlantic (26.5,26.75] -0.9651865 -0.9899494 -0.9238360
aou N_Atlantic (26.75,27] -0.9102581 -0.9302379 -0.8928409
aou N_Atlantic (27,27.25] -0.9474227 -0.9766784 -0.8944204
aou N_Atlantic (27.25,27.5] -0.9457263 -0.9675480 -0.9161262
aou N_Atlantic (27.5,27.75] -0.9624963 -0.9714432 -0.9530476
aou N_Atlantic (27.75,27.85] -0.8843020 -0.9075278 -0.8491494
aou N_Atlantic (27.85,27.95] -0.8851460 -0.8949653 -0.8723787
aou N_Atlantic (27.95,28.05] -0.8067281 -0.8601178 -0.7619811
aou N_Atlantic (28.05,28.1] -0.6281282 -0.7059219 -0.5742160
aou N_Atlantic (28.1,28.15] -0.7238660 -0.7856326 -0.6540448
aou N_Atlantic (28.15,28.2] -0.9688534 -0.9758697 -0.9624097
aou N_Atlantic (28.2, Inf] -0.9377996 -0.9714609 -0.9082125
aou N_Pacific (-Inf,26] -0.9237735 -0.9881507 -0.8030126
aou N_Pacific (26,26.5] -0.9764702 -0.9791962 -0.9739965
aou N_Pacific (26.5,26.75] -0.9745440 -0.9840239 -0.9687203
aou N_Pacific (26.75,27] -0.8926814 -0.9452454 -0.8540660
aou N_Pacific (27,27.25] -0.6836173 -0.9583724 -0.2776295
aou N_Pacific (27.25,27.5] -0.5026136 -0.6141055 -0.3573144
aou N_Pacific (27.5,27.75] -0.2328002 -0.3494270 -0.0711592
aou N_Pacific (27.75,27.85] -0.3219331 -0.3956411 -0.2268145
aou N_Pacific (27.85,27.95] -0.6562258 -0.6761587 -0.6305588
aou N_Pacific (27.95,28.05] -0.9211726 -0.9534210 -0.8807771
aou N_Pacific (28.05,28.1] -0.9654790 -0.9837952 -0.9525344
aou N_Pacific (28.1,28.2] -0.9823429 -0.9942907 -0.9758512
aou N_Pacific (28.2,28.3] -0.9968344 -0.9989241 -0.9957573
aou N_Pacific (28.3, Inf] -0.9640595 -0.9958662 -0.9383103
aou Pacific (-Inf,26] -0.9387167 -0.9532480 -0.9287753
aou Pacific (26,26.5] -0.9197910 -0.9428029 -0.9056170
aou Pacific (26.5,26.75] -0.7925493 -0.8716361 -0.7177119
aou Pacific (26.75,27] -0.7126120 -0.7956369 -0.6027833
aou Pacific (27,27.25] -0.7948925 -0.8455799 -0.7362136
aou Pacific (27.25,27.5] -0.8162573 -0.8695826 -0.7162715
aou Pacific (27.5,27.75] -0.8834756 -0.9085673 -0.8508790
aou Pacific (27.75,27.85] -0.9757661 -0.9838335 -0.9714208
aou Pacific (27.85,27.95] -0.9899553 -0.9937538 -0.9879689
aou Pacific (27.95,28.05] -0.9950306 -0.9962048 -0.9930829
aou Pacific (28.05,28.1] -0.9948298 -0.9958607 -0.9932850
aou Pacific (28.1,28.2] -0.9899651 -0.9911112 -0.9880755
aou Pacific (28.2,28.3] -0.9960478 -0.9966293 -0.9949398
aou Pacific (28.3, Inf] -0.9923336 -0.9940697 -0.9909251
aou SO (-Inf,26] NA NA NA
aou SO (26,26.5] -0.5314509 -0.8640624 0.0990674
aou SO (26.5,26.75] -0.6273763 -0.8221194 -0.2845145
aou SO (26.75,27] -0.7365350 -0.7902995 -0.6611805
aou SO (27,27.25] -0.8036582 -0.8398864 -0.7621926
aou SO (27.25,27.5] -0.8108419 -0.8389990 -0.7945776
aou SO (27.5,27.75] -0.9178082 -0.9304772 -0.8988289
aou SO (27.75,27.85] -0.9681239 -0.9732153 -0.9590131
aou SO (27.85,27.95] -0.9428155 -0.9546145 -0.9200937
aou SO (27.95,28.05] -0.9030632 -0.9650454 -0.8306832
aou SO (28.05,28.1] -0.8772514 -0.9339150 -0.7895567
aou SO (28.1,28.15] -0.5390278 -0.7450516 -0.3669692
aou SO (28.1,28.2] -0.9220189 -0.9489997 -0.8977856
aou SO (28.15,28.2] -0.6264482 -0.8799151 -0.4332480
aou SO (28.2, Inf] -0.3883149 -0.6780633 -0.2216670
aou SO (28.2,28.3] -0.9310959 -0.9596268 -0.9134094
aou SO (28.3, Inf] -0.9271269 -0.9526932 -0.8962995
nitrate Atlantic (-Inf,26] -0.9900518 -0.9989398 -0.9727783
nitrate Atlantic (26,26.5] -0.9978265 -0.9981325 -0.9972588
nitrate Atlantic (26.5,26.75] -0.9994734 -0.9995349 -0.9994073
nitrate Atlantic (26.75,27] -0.9998056 -0.9998270 -0.9997723
nitrate Atlantic (27,27.25] -0.9999168 -0.9999226 -0.9999077
nitrate Atlantic (27.25,27.5] -0.9999391 -0.9999620 -0.9999017
nitrate Atlantic (27.5,27.75] -0.9999283 -0.9999468 -0.9999094
nitrate Atlantic (27.75,27.85] -0.9999517 -0.9999564 -0.9999465
nitrate Atlantic (27.85,27.95] -0.9999409 -0.9999810 -0.9998714
nitrate Atlantic (27.95,28.05] -0.9997966 -0.9998830 -0.9997147
nitrate Atlantic (28.05,28.1] -0.9999967 -0.9999984 -0.9999946
nitrate Atlantic (28.1,28.15] -0.9999935 -0.9999980 -0.9999874
nitrate Atlantic (28.15,28.2] -0.9999452 -0.9999559 -0.9999383
nitrate Atlantic (28.2, Inf] -0.9999818 -0.9999850 -0.9999795
nitrate Indian (-Inf,26] -0.9993397 -0.9995061 -0.9991299
nitrate Indian (26,26.5] -0.9991288 -0.9993971 -0.9987314
nitrate Indian (26.5,26.75] -0.9994792 -0.9997485 -0.9992356
nitrate Indian (26.75,27] -0.9996417 -0.9997985 -0.9994569
nitrate Indian (27,27.25] -0.9996627 -0.9997538 -0.9995921
nitrate Indian (27.25,27.5] -0.9996769 -0.9998149 -0.9994329
nitrate Indian (27.5,27.75] -0.9997628 -0.9998912 -0.9995524
nitrate Indian (27.75,27.85] -0.9998353 -0.9999829 -0.9995760
nitrate Indian (27.85,27.95] -0.9999322 -0.9999811 -0.9998520
nitrate Indian (27.95,28.05] -0.9999189 -0.9999782 -0.9998216
nitrate Indian (28.05,28.1] -0.9999511 -0.9999828 -0.9999129
nitrate Indian (28.1,28.2] -0.9999014 -0.9999438 -0.9998726
nitrate Indian (28.2,28.3] -0.9998271 -0.9999155 -0.9997264
nitrate Indian (28.3, Inf] -0.9998438 -0.9999159 -0.9997014
nitrate N_Atlantic (-Inf,26] -0.9970405 -0.9970405 -0.9970405
nitrate N_Atlantic (26,26.5] NA NA NA
nitrate N_Atlantic (26.5,26.75] -0.9985329 -0.9993705 -0.9970834
nitrate N_Atlantic (26.75,27] -0.9990586 -0.9991782 -0.9988878
nitrate N_Atlantic (27,27.25] -0.9993061 -0.9997065 -0.9986451
nitrate N_Atlantic (27.25,27.5] -0.9994591 -0.9996771 -0.9991950
nitrate N_Atlantic (27.5,27.75] -0.9992799 -0.9995091 -0.9991214
nitrate N_Atlantic (27.75,27.85] -0.9996169 -0.9996577 -0.9995394
nitrate N_Atlantic (27.85,27.95] -0.9999152 -0.9999227 -0.9999084
nitrate N_Atlantic (27.95,28.05] -0.9999494 -0.9999702 -0.9999390
nitrate N_Atlantic (28.05,28.1] -0.9998298 -0.9998948 -0.9997858
nitrate N_Atlantic (28.1,28.15] -0.9997739 -0.9998343 -0.9997197
nitrate N_Atlantic (28.15,28.2] -0.9999750 -0.9999860 -0.9999643
nitrate N_Atlantic (28.2, Inf] -0.9999839 -0.9999981 -0.9999558
nitrate N_Pacific (-Inf,26] -0.9977026 -0.9996605 -0.9951164
nitrate N_Pacific (26,26.5] -0.9992586 -0.9995720 -0.9989494
nitrate N_Pacific (26.5,26.75] -0.9998493 -0.9999333 -0.9997734
nitrate N_Pacific (26.75,27] -0.9994071 -0.9996594 -0.9992783
nitrate N_Pacific (27,27.25] -0.9990288 -0.9994991 -0.9983928
nitrate N_Pacific (27.25,27.5] -0.9982729 -0.9984821 -0.9980100
nitrate N_Pacific (27.5,27.75] -0.9986951 -0.9988695 -0.9984781
nitrate N_Pacific (27.75,27.85] -0.9965364 -0.9975461 -0.9954236
nitrate N_Pacific (27.85,27.95] -0.9966578 -0.9974061 -0.9959506
nitrate N_Pacific (27.95,28.05] -0.9994366 -0.9996770 -0.9992760
nitrate N_Pacific (28.05,28.1] -0.9997162 -0.9999052 -0.9996092
nitrate N_Pacific (28.1,28.2] -0.9998350 -0.9999754 -0.9997585
nitrate N_Pacific (28.2,28.3] -0.9999723 -0.9999938 -0.9999615
nitrate N_Pacific (28.3, Inf] -0.9997701 -0.9999656 -0.9995799
nitrate Pacific (-Inf,26] -0.9994872 -0.9996227 -0.9993832
nitrate Pacific (26,26.5] -0.9995435 -0.9996970 -0.9994328
nitrate Pacific (26.5,26.75] -0.9987227 -0.9994180 -0.9979618
nitrate Pacific (26.75,27] -0.9983576 -0.9990350 -0.9974623
nitrate Pacific (27,27.25] -0.9987943 -0.9992226 -0.9983092
nitrate Pacific (27.25,27.5] -0.9987831 -0.9991943 -0.9980435
nitrate Pacific (27.5,27.75] -0.9991060 -0.9993068 -0.9987871
nitrate Pacific (27.75,27.85] -0.9997854 -0.9998674 -0.9997387
nitrate Pacific (27.85,27.95] -0.9999268 -0.9999566 -0.9999075
nitrate Pacific (27.95,28.05] -0.9999789 -0.9999868 -0.9999707
nitrate Pacific (28.05,28.1] -0.9999635 -0.9999711 -0.9999507
nitrate Pacific (28.1,28.2] -0.9999230 -0.9999308 -0.9999083
nitrate Pacific (28.2,28.3] -0.9999588 -0.9999671 -0.9999450
nitrate Pacific (28.3, Inf] -0.9999707 -0.9999726 -0.9999685
nitrate SO (-Inf,26] NA NA NA
nitrate SO (26,26.5] -0.9999086 -0.9999441 -0.9998811
nitrate SO (26.5,26.75] -0.9998766 -0.9999738 -0.9997048
nitrate SO (26.75,27] -0.9999192 -0.9999426 -0.9999010
nitrate SO (27,27.25] -0.9999069 -0.9999395 -0.9998882
nitrate SO (27.25,27.5] -0.9998897 -0.9999265 -0.9998640
nitrate SO (27.5,27.75] -0.9999547 -0.9999608 -0.9999458
nitrate SO (27.75,27.85] -0.9999594 -0.9999750 -0.9999305
nitrate SO (27.85,27.95] -0.9999287 -0.9999398 -0.9999134
nitrate SO (27.95,28.05] -0.9999107 -0.9999491 -0.9998574
nitrate SO (28.05,28.1] -0.9999072 -0.9999425 -0.9998616
nitrate SO (28.1,28.15] -0.9999482 -0.9999781 -0.9999090
nitrate SO (28.1,28.2] -0.9999499 -0.9999638 -0.9999377
nitrate SO (28.15,28.2] -0.9999601 -0.9999908 -0.9999405
nitrate SO (28.2, Inf] -0.9997311 -0.9998475 -0.9995684
nitrate SO (28.2,28.3] -0.9999407 -0.9999651 -0.9999145
nitrate SO (28.3, Inf] -0.9996902 -0.9997442 -0.9996586
phosphate Atlantic (-Inf,26] -0.3015836 -0.3148555 -0.2832710
phosphate Atlantic (26,26.5] -0.6600666 -0.6997748 -0.6322531
phosphate Atlantic (26.5,26.75] -0.9218756 -0.9316624 -0.9103824
phosphate Atlantic (26.75,27] -0.9660497 -0.9676999 -0.9649981
phosphate Atlantic (27,27.25] -0.9738540 -0.9796274 -0.9645829
phosphate Atlantic (27.25,27.5] -0.9878392 -0.9913132 -0.9833368
phosphate Atlantic (27.5,27.75] -0.9963519 -0.9965653 -0.9960596
phosphate Atlantic (27.75,27.85] -0.9981974 -0.9985379 -0.9980254
phosphate Atlantic (27.85,27.95] -0.9988084 -0.9991215 -0.9983559
phosphate Atlantic (27.95,28.05] -0.9987901 -0.9992183 -0.9981163
phosphate Atlantic (28.05,28.1] -0.9994349 -0.9996787 -0.9991733
phosphate Atlantic (28.1,28.15] -0.9987770 -0.9994581 -0.9978911
phosphate Atlantic (28.15,28.2] -0.9893194 -0.9904995 -0.9886318
phosphate Atlantic (28.2, Inf] -0.9961910 -0.9973220 -0.9955022
phosphate Indian (-Inf,26] -0.9266993 -0.9388948 -0.9098434
phosphate Indian (26,26.5] -0.8371965 -0.8988295 -0.7617287
phosphate Indian (26.5,26.75] -0.8954771 -0.9533254 -0.8537865
phosphate Indian (26.75,27] -0.9314783 -0.9639459 -0.8990103
phosphate Indian (27,27.25] -0.9465841 -0.9664757 -0.9284645
phosphate Indian (27.25,27.5] -0.9611816 -0.9839559 -0.9252852
phosphate Indian (27.5,27.75] -0.9808645 -0.9956732 -0.9565335
phosphate Indian (27.75,27.85] -0.9848223 -0.9995285 -0.9584412
phosphate Indian (27.85,27.95] -0.9945672 -0.9994377 -0.9869745
phosphate Indian (27.95,28.05] -0.9939806 -0.9992968 -0.9855769
phosphate Indian (28.05,28.1] -0.9969596 -0.9992962 -0.9942726
phosphate Indian (28.1,28.2] -0.9943759 -0.9971629 -0.9920997
phosphate Indian (28.2,28.3] -0.9848802 -0.9917359 -0.9763148
phosphate Indian (28.3, Inf] -0.9854525 -0.9900076 -0.9789935
phosphate N_Atlantic (-Inf,26] 0.2448501 0.2448501 0.2448501
phosphate N_Atlantic (26,26.5] NA NA NA
phosphate N_Atlantic (26.5,26.75] -0.9274982 -0.9396643 -0.9055308
phosphate N_Atlantic (26.75,27] -0.9472956 -0.9686377 -0.9349123
phosphate N_Atlantic (27,27.25] -0.9761463 -0.9915753 -0.9576933
phosphate N_Atlantic (27.25,27.5] -0.9788285 -0.9884515 -0.9672738
phosphate N_Atlantic (27.5,27.75] -0.9856953 -0.9879299 -0.9831071
phosphate N_Atlantic (27.75,27.85] -0.9960600 -0.9971608 -0.9945749
phosphate N_Atlantic (27.85,27.95] -0.9949524 -0.9954054 -0.9943638
phosphate N_Atlantic (27.95,28.05] -0.9915444 -0.9942760 -0.9888442
phosphate N_Atlantic (28.05,28.1] -0.9845971 -0.9881575 -0.9796592
phosphate N_Atlantic (28.1,28.15] -0.9875685 -0.9903013 -0.9860285
phosphate N_Atlantic (28.15,28.2] -0.9979091 -0.9984478 -0.9975247
phosphate N_Atlantic (28.2, Inf] -0.9970235 -0.9981891 -0.9958878
phosphate N_Pacific (-Inf,26] -0.9138979 -0.9726766 -0.8604667
phosphate N_Pacific (26,26.5] -0.9717872 -0.9784400 -0.9596528
phosphate N_Pacific (26.5,26.75] -0.9848090 -0.9949301 -0.9772493
phosphate N_Pacific (26.75,27] -0.9108292 -0.9671790 -0.8697984
phosphate N_Pacific (27,27.25] -0.6683736 -0.9205694 -0.2701451
phosphate N_Pacific (27.25,27.5] -0.4428466 -0.5789461 -0.2996422
phosphate N_Pacific (27.5,27.75] -0.2212492 -0.3624853 -0.0133969
phosphate N_Pacific (27.75,27.85] -0.2733453 -0.3719248 -0.1609798
phosphate N_Pacific (27.85,27.95] -0.6100515 -0.6429346 -0.5736260
phosphate N_Pacific (27.95,28.05] -0.9317803 -0.9650605 -0.9082606
phosphate N_Pacific (28.05,28.1] -0.9743952 -0.9927545 -0.9628128
phosphate N_Pacific (28.1,28.2] -0.9823066 -0.9974187 -0.9736856
phosphate N_Pacific (28.2,28.3] -0.9955668 -0.9987949 -0.9939054
phosphate N_Pacific (28.3, Inf] -0.9781540 -0.9945092 -0.9626914
phosphate Pacific (-Inf,26] -0.9794810 -0.9820710 -0.9777661
phosphate Pacific (26,26.5] -0.9357258 -0.9518271 -0.9271284
phosphate Pacific (26.5,26.75] -0.8091275 -0.8905159 -0.7285984
phosphate Pacific (26.75,27] -0.7144196 -0.7958695 -0.6052174
phosphate Pacific (27,27.25] -0.7831189 -0.8335294 -0.7255659
phosphate Pacific (27.25,27.5] -0.8015849 -0.8571476 -0.7022247
phosphate Pacific (27.5,27.75] -0.8718328 -0.9003100 -0.8369788
phosphate Pacific (27.75,27.85] -0.9706445 -0.9807831 -0.9650930
phosphate Pacific (27.85,27.95] -0.9899049 -0.9937354 -0.9875929
phosphate Pacific (27.95,28.05] -0.9980346 -0.9985195 -0.9976060
phosphate Pacific (28.05,28.1] -0.9971954 -0.9977661 -0.9963373
phosphate Pacific (28.1,28.2] -0.9935241 -0.9944323 -0.9925566
phosphate Pacific (28.2,28.3] -0.9968451 -0.9982095 -0.9951284
phosphate Pacific (28.3, Inf] -0.9950095 -0.9958268 -0.9945447
phosphate SO (-Inf,26] NA NA NA
phosphate SO (26,26.5] -0.9880620 -0.9972170 -0.9743268
phosphate SO (26.5,26.75] -0.9783950 -0.9887478 -0.9593628
phosphate SO (26.75,27] -0.9882501 -0.9895746 -0.9867314
phosphate SO (27,27.25] -0.9970439 -0.9974519 -0.9963335
phosphate SO (27.25,27.5] -0.9986614 -0.9990084 -0.9984425
phosphate SO (27.5,27.75] -0.9988129 -0.9990214 -0.9985335
phosphate SO (27.75,27.85] -0.9988213 -0.9989958 -0.9986502
phosphate SO (27.85,27.95] -0.9979771 -0.9987692 -0.9967146
phosphate SO (27.95,28.05] -0.9987813 -0.9989245 -0.9985365
phosphate SO (28.05,28.1] -0.9982160 -0.9982998 -0.9981296
phosphate SO (28.1,28.15] -0.9987981 -0.9993671 -0.9983294
phosphate SO (28.1,28.2] -0.9978884 -0.9982723 -0.9973271
phosphate SO (28.15,28.2] -0.9982926 -0.9994006 -0.9969628
phosphate SO (28.2, Inf] -0.9128671 -0.9483974 -0.8899906
phosphate SO (28.2,28.3] -0.9954630 -0.9970629 -0.9940722
phosphate SO (28.3, Inf] -0.9815066 -0.9843886 -0.9758607
phosphate_star Atlantic (-Inf,26] 0.0640685 -0.3393966 0.6259889
phosphate_star Atlantic (26,26.5] -0.1150934 -0.1780254 0.0078148
phosphate_star Atlantic (26.5,26.75] -0.2299352 -0.3378015 -0.0859418
phosphate_star Atlantic (26.75,27] -0.1618077 -0.2679085 -0.0828972
phosphate_star Atlantic (27,27.25] -0.2362237 -0.2826762 -0.1829194
phosphate_star Atlantic (27.25,27.5] -0.4888147 -0.5351972 -0.4311217
phosphate_star Atlantic (27.5,27.75] -0.7666430 -0.8108502 -0.7052372
phosphate_star Atlantic (27.75,27.85] -0.8890566 -0.9202172 -0.8663112
phosphate_star Atlantic (27.85,27.95] -0.9354334 -0.9645152 -0.9001813
phosphate_star Atlantic (27.95,28.05] -0.9519363 -0.9761727 -0.9181669
phosphate_star Atlantic (28.05,28.1] -0.9825370 -0.9888644 -0.9749711
phosphate_star Atlantic (28.1,28.15] -0.9812899 -0.9903768 -0.9696169
phosphate_star Atlantic (28.15,28.2] -0.9679297 -0.9714852 -0.9639697
phosphate_star Atlantic (28.2, Inf] -0.9909642 -0.9933715 -0.9887233
phosphate_star Indian (-Inf,26] -0.8350229 -0.8539115 -0.8055671
phosphate_star Indian (26,26.5] -0.6195013 -0.7494988 -0.5123549
phosphate_star Indian (26.5,26.75] -0.6211917 -0.6792483 -0.5825957
phosphate_star Indian (26.75,27] -0.5755084 -0.5900320 -0.5619317
phosphate_star Indian (27,27.25] -0.6017620 -0.6421738 -0.5515142
phosphate_star Indian (27.25,27.5] -0.3817573 -0.4696997 -0.3060685
phosphate_star Indian (27.5,27.75] -0.0420895 -0.1109977 0.0187884
phosphate_star Indian (27.75,27.85] 0.6470180 0.5563797 0.6952040
phosphate_star Indian (27.85,27.95] 0.6768558 0.6576314 0.7035452
phosphate_star Indian (27.95,28.05] 0.5392975 0.4563470 0.6329069
phosphate_star Indian (28.05,28.1] 0.4568993 0.2965480 0.6286927
phosphate_star Indian (28.1,28.2] -0.4614062 -0.7426693 -0.0245041
phosphate_star Indian (28.2,28.3] -0.7009471 -0.7599371 -0.5929804
phosphate_star Indian (28.3, Inf] -0.1866593 -0.4578250 -0.0336421
phosphate_star N_Atlantic (-Inf,26] -0.8182003 -0.8182003 -0.8182003
phosphate_star N_Atlantic (26,26.5] NA NA NA
phosphate_star N_Atlantic (26.5,26.75] 0.2231848 -0.5156286 0.7695191
phosphate_star N_Atlantic (26.75,27] 0.5840030 0.3102088 0.8126095
phosphate_star N_Atlantic (27,27.25] 0.8623459 0.7756288 0.9439654
phosphate_star N_Atlantic (27.25,27.5] 0.6761060 0.5110510 0.8248550
phosphate_star N_Atlantic (27.5,27.75] 0.3589277 0.2832150 0.4410884
phosphate_star N_Atlantic (27.75,27.85] -0.0913481 -0.1915596 0.0361229
phosphate_star N_Atlantic (27.85,27.95] -0.4933692 -0.5184619 -0.4696530
phosphate_star N_Atlantic (27.95,28.05] -0.7653183 -0.8016720 -0.7237810
phosphate_star N_Atlantic (28.05,28.1] -0.8686396 -0.8984282 -0.8484041
phosphate_star N_Atlantic (28.1,28.15] -0.9069523 -0.9273015 -0.8920110
phosphate_star N_Atlantic (28.15,28.2] -0.9672473 -0.9741809 -0.9622379
phosphate_star N_Atlantic (28.2, Inf] -0.9951230 -0.9996358 -0.9910439
phosphate_star N_Pacific (-Inf,26] 0.2679444 -0.1208303 0.6998386
phosphate_star N_Pacific (26,26.5] -0.2417147 -0.4103901 -0.0861463
phosphate_star N_Pacific (26.5,26.75] -0.4562095 -0.5249826 -0.3316841
phosphate_star N_Pacific (26.75,27] -0.0088177 -0.0878376 0.1216774
phosphate_star N_Pacific (27,27.25] -0.0589512 -0.2695314 0.2396346
phosphate_star N_Pacific (27.25,27.5] -0.3646338 -0.4298720 -0.3086424
phosphate_star N_Pacific (27.5,27.75] -0.3036942 -0.4038771 -0.1523385
phosphate_star N_Pacific (27.75,27.85] -0.2592928 -0.3430978 -0.1916620
phosphate_star N_Pacific (27.85,27.95] 0.0309205 -0.1239783 0.1446284
phosphate_star N_Pacific (27.95,28.05] 0.4360609 0.3397027 0.5320397
phosphate_star N_Pacific (28.05,28.1] 0.5639766 0.5231279 0.6144804
phosphate_star N_Pacific (28.1,28.2] 0.8500477 0.8401746 0.8634339
phosphate_star N_Pacific (28.2,28.3] 0.4409850 0.3703529 0.4999447
phosphate_star N_Pacific (28.3, Inf] 0.9201745 0.7735413 0.9993964
phosphate_star Pacific (-Inf,26] -0.8104192 -0.8677822 -0.7692798
phosphate_star Pacific (26,26.5] -0.8292957 -0.8703938 -0.7730033
phosphate_star Pacific (26.5,26.75] -0.7465826 -0.8644247 -0.5871449
phosphate_star Pacific (26.75,27] -0.6913039 -0.7597535 -0.5695838
phosphate_star Pacific (27,27.25] -0.6802171 -0.7161668 -0.6125481
phosphate_star Pacific (27.25,27.5] -0.5656389 -0.6583875 -0.4513271
phosphate_star Pacific (27.5,27.75] -0.4305898 -0.5112443 -0.3755489
phosphate_star Pacific (27.75,27.85] -0.2551704 -0.3940336 -0.0738321
phosphate_star Pacific (27.85,27.95] -0.2695738 -0.3649771 -0.2178114
phosphate_star Pacific (27.95,28.05] -0.2460399 -0.2760070 -0.2024744
phosphate_star Pacific (28.05,28.1] -0.5029665 -0.5276539 -0.4787237
phosphate_star Pacific (28.1,28.2] -0.1873946 -0.2193328 -0.1304213
phosphate_star Pacific (28.2,28.3] -0.1533418 -0.2400778 -0.0381945
phosphate_star Pacific (28.3, Inf] 0.8401136 0.8132318 0.8585990
phosphate_star SO (-Inf,26] NA NA NA
phosphate_star SO (26,26.5] -0.0950153 -0.6452710 0.4107002
phosphate_star SO (26.5,26.75] -0.7059160 -0.7412645 -0.6468982
phosphate_star SO (26.75,27] -0.6678314 -0.7167300 -0.5887854
phosphate_star SO (27,27.25] -0.5536295 -0.5776370 -0.5295425
phosphate_star SO (27.25,27.5] -0.0901877 -0.1465994 -0.0586932
phosphate_star SO (27.5,27.75] 0.0161856 -0.0097637 0.0295998
phosphate_star SO (27.75,27.85] 0.5896496 0.5588960 0.6210832
phosphate_star SO (27.85,27.95] 0.5137677 0.4017978 0.6063372
phosphate_star SO (27.95,28.05] 0.3476429 -0.0236816 0.6683916
phosphate_star SO (28.05,28.1] 0.1604606 -0.2742732 0.4515020
phosphate_star SO (28.1,28.15] -0.8295108 -0.9206630 -0.7125461
phosphate_star SO (28.1,28.2] 0.3640012 0.2303661 0.5024033
phosphate_star SO (28.15,28.2] -0.8078321 -0.9489744 -0.6141088
phosphate_star SO (28.2, Inf] -0.6881733 -0.8063375 -0.5907330
phosphate_star SO (28.2,28.3] 0.4596052 0.3856374 0.5426413
phosphate_star SO (28.3, Inf] 0.5752080 0.4835322 0.6756819
sal Atlantic (-Inf,26] 0.4686490 -0.0697192 0.7632359
sal Atlantic (26,26.5] 0.2842231 0.2104580 0.3957732
sal Atlantic (26.5,26.75] -0.0169996 -0.0798670 0.0717356
sal Atlantic (26.75,27] -0.1781785 -0.2534636 -0.0846100
sal Atlantic (27,27.25] 0.0004733 -0.0552945 0.0458772
sal Atlantic (27.25,27.5] 0.3546692 0.2794603 0.4480602
sal Atlantic (27.5,27.75] 0.6659153 0.6050072 0.7232223
sal Atlantic (27.75,27.85] 0.8112512 0.7885918 0.8515103
sal Atlantic (27.85,27.95] 0.8411405 0.7986493 0.8648948
sal Atlantic (27.95,28.05] 0.8611706 0.8115818 0.8897703
sal Atlantic (28.05,28.1] 0.9382432 0.9054816 0.9637922
sal Atlantic (28.1,28.15] 0.9599921 0.9370667 0.9735072
sal Atlantic (28.15,28.2] 0.8590057 0.8511558 0.8681215
sal Atlantic (28.2, Inf] 0.9795333 0.9773692 0.9827429
sal Indian (-Inf,26] 0.3355522 -0.0689219 0.7653431
sal Indian (26,26.5] 0.6044365 0.4691749 0.8650199
sal Indian (26.5,26.75] 0.5669499 0.4352408 0.7242089
sal Indian (26.75,27] 0.4381769 0.3536617 0.5375290
sal Indian (27,27.25] 0.2944807 0.2475759 0.3296693
sal Indian (27.25,27.5] -0.2075870 -0.2595849 -0.1261302
sal Indian (27.5,27.75] -0.6387025 -0.7027867 -0.6017915
sal Indian (27.75,27.85] -0.9414329 -0.9499095 -0.9300608
sal Indian (27.85,27.95] -0.9581948 -0.9656649 -0.9518980
sal Indian (27.95,28.05] -0.9642688 -0.9731954 -0.9571927
sal Indian (28.05,28.1] -0.9692307 -0.9781136 -0.9586160
sal Indian (28.1,28.2] -0.8278038 -0.8454170 -0.8093063
sal Indian (28.2,28.3] -0.1434100 -0.2761788 0.0127515
sal Indian (28.3, Inf] -0.5078567 -0.6904240 -0.3260436
sal N_Atlantic (-Inf,26] 0.9912266 0.9912266 0.9912266
sal N_Atlantic (26,26.5] NA NA NA
sal N_Atlantic (26.5,26.75] -0.4282240 -0.8550562 0.2853071
sal N_Atlantic (26.75,27] -0.8142819 -0.8778532 -0.7365718
sal N_Atlantic (27,27.25] -0.9139036 -0.9616913 -0.8630441
sal N_Atlantic (27.25,27.5] -0.8114770 -0.9137638 -0.6959650
sal N_Atlantic (27.5,27.75] -0.7913260 -0.8746809 -0.7287586
sal N_Atlantic (27.75,27.85] -0.8876116 -0.9398634 -0.8477782
sal N_Atlantic (27.85,27.95] -0.9765353 -0.9846043 -0.9704537
sal N_Atlantic (27.95,28.05] -0.9680491 -0.9814191 -0.9588371
sal N_Atlantic (28.05,28.1] -0.7378778 -0.8093683 -0.6335080
sal N_Atlantic (28.1,28.15] -0.4330196 -0.7083579 -0.1308467
sal N_Atlantic (28.15,28.2] 0.4896498 0.2193826 0.7396577
sal N_Atlantic (28.2, Inf] 0.4321053 0.0531012 0.9954801
sal N_Pacific (-Inf,26] -0.5300534 -0.9362778 -0.1690163
sal N_Pacific (26,26.5] 0.1543040 -0.0783942 0.4032448
sal N_Pacific (26.5,26.75] 0.3161751 0.2586877 0.3670072
sal N_Pacific (26.75,27] -0.2337751 -0.3382628 -0.1179600
sal N_Pacific (27,27.25] -0.1458432 -0.5153711 0.2507470
sal N_Pacific (27.25,27.5] 0.1037178 -0.1015104 0.3400398
sal N_Pacific (27.5,27.75] -0.1509938 -0.4458218 0.1110842
sal N_Pacific (27.75,27.85] 0.0607790 0.0014903 0.1073409
sal N_Pacific (27.85,27.95] 0.0483106 -0.0559713 0.1418936
sal N_Pacific (27.95,28.05] 0.2156753 0.1693189 0.2768350
sal N_Pacific (28.05,28.1] -0.1601588 -0.2480479 -0.0375288
sal N_Pacific (28.1,28.2] 0.7904920 0.7602592 0.8480584
sal N_Pacific (28.2,28.3] 0.2933675 0.2316438 0.3947464
sal N_Pacific (28.3, Inf] -0.9143145 -0.9996417 -0.7461871
sal Pacific (-Inf,26] 0.4336720 0.3884882 0.4834583
sal Pacific (26,26.5] 0.6522901 0.4896663 0.7342635
sal Pacific (26.5,26.75] 0.7068372 0.5230349 0.8224365
sal Pacific (26.75,27] 0.7508581 0.6372616 0.8088579
sal Pacific (27,27.25] 0.8078094 0.7601974 0.8416437
sal Pacific (27.25,27.5] 0.7433851 0.6200893 0.8276969
sal Pacific (27.5,27.75] 0.5275080 0.3376369 0.6741518
sal Pacific (27.75,27.85] 0.0426258 -0.0875721 0.2291572
sal Pacific (27.85,27.95] -0.3922038 -0.4188005 -0.3544204
sal Pacific (27.95,28.05] -0.6535430 -0.6773761 -0.6210313
sal Pacific (28.05,28.1] -0.8295289 -0.8754664 -0.7735449
sal Pacific (28.1,28.2] -0.3008857 -0.4274082 -0.0702526
sal Pacific (28.2,28.3] 0.1073483 0.0763623 0.1498870
sal Pacific (28.3, Inf] -0.9208687 -0.9333870 -0.9018061
sal SO (-Inf,26] NA NA NA
sal SO (26,26.5] -0.1259569 -0.7638278 0.4459978
sal SO (26.5,26.75] 0.6565827 0.6340124 0.6685590
sal SO (26.75,27] 0.5976570 0.5358338 0.6300122
sal SO (27,27.25] 0.5199691 0.4614935 0.5625190
sal SO (27.25,27.5] -0.0824217 -0.1698449 0.0473604
sal SO (27.5,27.75] -0.4003787 -0.4196373 -0.3902030
sal SO (27.75,27.85] -0.7079277 -0.7350906 -0.6552898
sal SO (27.85,27.95] -0.6678744 -0.7439174 -0.5778862
sal SO (27.95,28.05] -0.5293376 -0.8023494 -0.2123917
sal SO (28.05,28.1] -0.3973938 -0.6856154 0.0381168
sal SO (28.1,28.15] 0.7777018 0.6171977 0.9004849
sal SO (28.1,28.2] -0.6379960 -0.7734667 -0.5121937
sal SO (28.15,28.2] 0.7681338 0.5752882 0.9284680
sal SO (28.2, Inf] 0.2292872 0.0745247 0.4310117
sal SO (28.2,28.3] -0.6745090 -0.7999817 -0.5683939
sal SO (28.3, Inf] -0.6871942 -0.8640866 -0.3493828
silicate Atlantic (-Inf,26] -0.5867165 -0.9320447 0.0329236
silicate Atlantic (26,26.5] -0.7567989 -0.8163193 -0.6868603
silicate Atlantic (26.5,26.75] -0.7830042 -0.8354197 -0.7545436
silicate Atlantic (26.75,27] -0.8063680 -0.8304928 -0.7770139
silicate Atlantic (27,27.25] -0.6363291 -0.7026112 -0.5500409
silicate Atlantic (27.25,27.5] -0.6385385 -0.6578312 -0.6034643
silicate Atlantic (27.5,27.75] -0.7970511 -0.8522925 -0.7248745
silicate Atlantic (27.75,27.85] -0.8662335 -0.9182897 -0.8205945
silicate Atlantic (27.85,27.95] -0.9122155 -0.9512213 -0.8634842
silicate Atlantic (27.95,28.05] -0.9421622 -0.9763867 -0.8986886
silicate Atlantic (28.05,28.1] -0.9723250 -0.9853967 -0.9573145
silicate Atlantic (28.1,28.15] -0.9651605 -0.9832481 -0.9442838
silicate Atlantic (28.15,28.2] -0.9049982 -0.9111580 -0.8993729
silicate Atlantic (28.2, Inf] -0.9666856 -0.9774362 -0.9573740
silicate Indian (-Inf,26] -0.8284430 -0.8557201 -0.7838431
silicate Indian (26,26.5] -0.7664587 -0.8039955 -0.7175269
silicate Indian (26.5,26.75] -0.8483799 -0.9035314 -0.8091920
silicate Indian (26.75,27] -0.9058105 -0.9323099 -0.8773886
silicate Indian (27,27.25] -0.9390124 -0.9596912 -0.9213295
silicate Indian (27.25,27.5] -0.9590352 -0.9811572 -0.9278996
silicate Indian (27.5,27.75] -0.9737742 -0.9879286 -0.9601419
silicate Indian (27.75,27.85] -0.9756645 -0.9943812 -0.9538120
silicate Indian (27.85,27.95] -0.9794667 -0.9909743 -0.9723780
silicate Indian (27.95,28.05] -0.9684440 -0.9823830 -0.9575585
silicate Indian (28.05,28.1] -0.9819304 -0.9907460 -0.9753962
silicate Indian (28.1,28.2] -0.8868854 -0.9266458 -0.8149837
silicate Indian (28.2,28.3] -0.7135743 -0.7484144 -0.6453141
silicate Indian (28.3, Inf] -0.8237491 -0.9030124 -0.7406173
silicate N_Atlantic (-Inf,26] -0.9482593 -0.9482593 -0.9482593
silicate N_Atlantic (26,26.5] NA NA NA
silicate N_Atlantic (26.5,26.75] -0.8439515 -0.9151546 -0.8030576
silicate N_Atlantic (26.75,27] -0.9043674 -0.9332746 -0.8723489
silicate N_Atlantic (27,27.25] -0.9529485 -0.9763649 -0.9284937
silicate N_Atlantic (27.25,27.5] -0.9614511 -0.9764507 -0.9488819
silicate N_Atlantic (27.5,27.75] -0.9572139 -0.9586736 -0.9559124
silicate N_Atlantic (27.75,27.85] -0.7282951 -0.7706769 -0.6572442
silicate N_Atlantic (27.85,27.95] -0.5566323 -0.6502039 -0.4911508
silicate N_Atlantic (27.95,28.05] -0.5887335 -0.7219231 -0.4552208
silicate N_Atlantic (28.05,28.1] -0.1988762 -0.4295946 0.0194157
silicate N_Atlantic (28.1,28.15] -0.6853108 -0.7707185 -0.6335380
silicate N_Atlantic (28.15,28.2] -0.9686236 -0.9747870 -0.9640400
silicate N_Atlantic (28.2, Inf] -0.9740717 -0.9890590 -0.9607360
silicate N_Pacific (-Inf,26] -0.8403249 -0.8886998 -0.7925773
silicate N_Pacific (26,26.5] -0.8808526 -0.9220668 -0.8375013
silicate N_Pacific (26.5,26.75] -0.9023381 -0.9315990 -0.8734603
silicate N_Pacific (26.75,27] -0.8366861 -0.8912256 -0.7845946
silicate N_Pacific (27,27.25] -0.7185316 -0.8038296 -0.6129467
silicate N_Pacific (27.25,27.5] -0.6091068 -0.6402515 -0.5850047
silicate N_Pacific (27.5,27.75] -0.5618212 -0.6796112 -0.5016082
silicate N_Pacific (27.75,27.85] -0.6515930 -0.6988169 -0.5753395
silicate N_Pacific (27.85,27.95] -0.6073530 -0.7811708 -0.2672730
silicate N_Pacific (27.95,28.05] -0.3250814 -0.6131491 0.0609776
silicate N_Pacific (28.05,28.1] -0.6097185 -0.8130530 -0.4398043
silicate N_Pacific (28.1,28.2] -0.2026563 -0.2473754 -0.1317438
silicate N_Pacific (28.2,28.3] -0.8473582 -0.8846308 -0.8243295
silicate N_Pacific (28.3, Inf] -0.9577892 -0.9940258 -0.9362430
silicate Pacific (-Inf,26] -0.9171382 -0.9438839 -0.8996513
silicate Pacific (26,26.5] -0.9388135 -0.9576919 -0.9087986
silicate Pacific (26.5,26.75] -0.8839048 -0.9479860 -0.8097540
silicate Pacific (26.75,27] -0.8362616 -0.8931010 -0.7572587
silicate Pacific (27,27.25] -0.8739631 -0.9003035 -0.8440201
silicate Pacific (27.25,27.5] -0.8747680 -0.9073921 -0.8098132
silicate Pacific (27.5,27.75] -0.9157926 -0.9327152 -0.8889121
silicate Pacific (27.75,27.85] -0.9657613 -0.9802445 -0.9473773
silicate Pacific (27.85,27.95] -0.9642560 -0.9793646 -0.9432640
silicate Pacific (27.95,28.05] -0.9509113 -0.9653721 -0.9246657
silicate Pacific (28.05,28.1] -0.9676413 -0.9742411 -0.9547854
silicate Pacific (28.1,28.2] -0.8357600 -0.8770246 -0.7647672
silicate Pacific (28.2,28.3] -0.7912614 -0.7994880 -0.7864738
silicate Pacific (28.3, Inf] -0.9583594 -0.9603726 -0.9573075
silicate SO (-Inf,26] NA NA NA
silicate SO (26,26.5] -0.8463031 -0.9911863 -0.6726567
silicate SO (26.5,26.75] -0.4921086 -0.6944523 -0.1244935
silicate SO (26.75,27] -0.7809143 -0.8062110 -0.7450367
silicate SO (27,27.25] -0.9435038 -0.9469791 -0.9394192
silicate SO (27.25,27.5] -0.9692011 -0.9714013 -0.9668225
silicate SO (27.5,27.75] -0.9701297 -0.9743008 -0.9629727
silicate SO (27.75,27.85] -0.9750920 -0.9818863 -0.9672089
silicate SO (27.85,27.95] -0.9755313 -0.9819347 -0.9631592
silicate SO (27.95,28.05] -0.9761480 -0.9805641 -0.9705012
silicate SO (28.05,28.1] -0.9564182 -0.9679752 -0.9350429
silicate SO (28.1,28.15] -0.8818286 -0.9443652 -0.7927745
silicate SO (28.1,28.2] -0.9494794 -0.9665263 -0.9314873
silicate SO (28.15,28.2] -0.8204136 -0.9297576 -0.7451087
silicate SO (28.2, Inf] -0.5758603 -0.6900131 -0.5062854
silicate SO (28.2,28.3] -0.9079114 -0.9369426 -0.8878672
silicate SO (28.3, Inf] -0.8731124 -0.8956266 -0.8594107
temp Atlantic (-Inf,26] 0.7681704 0.5683092 0.9321298
temp Atlantic (26,26.5] 0.3264012 0.2088439 0.4233031
temp Atlantic (26.5,26.75] 0.0872700 0.0442228 0.1706824
temp Atlantic (26.75,27] -0.0378027 -0.1045656 0.0579285
temp Atlantic (27,27.25] 0.0664461 0.0396621 0.0890301
temp Atlantic (27.25,27.5] 0.3236376 0.2566859 0.4368731
temp Atlantic (27.5,27.75] 0.5196970 0.4385442 0.6109547
temp Atlantic (27.75,27.85] 0.7505650 0.7189144 0.8085540
temp Atlantic (27.85,27.95] 0.7455445 0.6512122 0.8076026
temp Atlantic (27.95,28.05] 0.6521200 0.4994395 0.7391080
temp Atlantic (28.05,28.1] 0.7836994 0.7250516 0.8392383
temp Atlantic (28.1,28.15] 0.7446120 0.6218359 0.8402457
temp Atlantic (28.15,28.2] 0.8319717 0.8052102 0.8528463
temp Atlantic (28.2, Inf] 0.9695028 0.9643108 0.9775788
temp Indian (-Inf,26] 0.6532939 0.5560227 0.7521799
temp Indian (26,26.5] 0.5456669 0.4360824 0.7228329
temp Indian (26.5,26.75] 0.5171374 0.4236965 0.6156318
temp Indian (26.75,27] 0.3943992 0.3066125 0.4440410
temp Indian (27,27.25] 0.3073717 0.2546779 0.3707107
temp Indian (27.25,27.5] 0.0711498 0.0289627 0.1307767
temp Indian (27.5,27.75] -0.1924177 -0.2820631 -0.1286365
temp Indian (27.75,27.85] -0.7861164 -0.8144605 -0.7418880
temp Indian (27.85,27.95] -0.8204210 -0.8369361 -0.7954383
temp Indian (27.95,28.05] -0.8049457 -0.8236085 -0.7852946
temp Indian (28.05,28.1] -0.9348293 -0.9543366 -0.9219184
temp Indian (28.1,28.2] -0.7991840 -0.8089456 -0.7855497
temp Indian (28.2,28.3] -0.7620433 -0.7927592 -0.7374981
temp Indian (28.3, Inf] -0.3494726 -0.4758774 -0.2687044
temp N_Atlantic (-Inf,26] 0.8533095 0.8533095 0.8533095
temp N_Atlantic (26,26.5] NA NA NA
temp N_Atlantic (26.5,26.75] -0.3591580 -0.8204990 0.4049332
temp N_Atlantic (26.75,27] -0.7150378 -0.8583752 -0.5081675
temp N_Atlantic (27,27.25] -0.8895680 -0.9560905 -0.8215839
temp N_Atlantic (27.25,27.5] -0.7938160 -0.8976463 -0.6818070
temp N_Atlantic (27.5,27.75] -0.6851552 -0.7932192 -0.6083227
temp N_Atlantic (27.75,27.85] -0.8701902 -0.8987824 -0.8531383
temp N_Atlantic (27.85,27.95] -0.8780827 -0.8831246 -0.8737370
temp N_Atlantic (27.95,28.05] -0.7208521 -0.8019475 -0.6650181
temp N_Atlantic (28.05,28.1] -0.1822525 -0.2976498 0.0424787
temp N_Atlantic (28.1,28.15] 0.2069388 -0.1196458 0.6485202
temp N_Atlantic (28.15,28.2] 0.4632816 0.2433172 0.6385696
temp N_Atlantic (28.2, Inf] -0.3215585 -0.9026006 0.7626776
temp N_Pacific (-Inf,26] -0.3979388 -0.8183451 -0.0183275
temp N_Pacific (26,26.5] 0.2322306 0.0497296 0.4011628
temp N_Pacific (26.5,26.75] 0.3903074 0.3058561 0.4825017
temp N_Pacific (26.75,27] -0.0911218 -0.2200555 0.0102123
temp N_Pacific (27,27.25] 0.0415915 -0.3542295 0.4202097
temp N_Pacific (27.25,27.5] 0.5412354 0.4599382 0.6839302
temp N_Pacific (27.5,27.75] 0.6430140 0.4939857 0.7698082
temp N_Pacific (27.75,27.85] 0.6489468 0.6086914 0.6754500
temp N_Pacific (27.85,27.95] 0.1090694 0.0281837 0.2505568
temp N_Pacific (27.95,28.05] -0.4808384 -0.5708512 -0.4143976
temp N_Pacific (28.05,28.1] -0.6500722 -0.7760780 -0.4457508
temp N_Pacific (28.1,28.2] -0.9432290 -0.9540355 -0.9336753
temp N_Pacific (28.2,28.3] -0.7642144 -0.8032688 -0.7282678
temp N_Pacific (28.3, Inf] -0.4536097 -0.6765213 -0.3181526
temp Pacific (-Inf,26] 0.6692659 0.5646740 0.7539109
temp Pacific (26,26.5] 0.7091014 0.6022465 0.7677791
temp Pacific (26.5,26.75] 0.7124595 0.5342254 0.8253804
temp Pacific (26.75,27] 0.7493248 0.6313956 0.8095588
temp Pacific (27,27.25] 0.7753891 0.7164943 0.8082337
temp Pacific (27.25,27.5] 0.6951960 0.5871624 0.7648764
temp Pacific (27.5,27.75] 0.5024694 0.4298296 0.5817868
temp Pacific (27.75,27.85] 0.0424792 -0.1118283 0.1874534
temp Pacific (27.85,27.95] -0.0942434 -0.1571509 -0.0102110
temp Pacific (27.95,28.05] -0.2568287 -0.3026794 -0.1715927
temp Pacific (28.05,28.1] -0.4133150 -0.4588455 -0.3430635
temp Pacific (28.1,28.2] -0.5559183 -0.6142569 -0.5128901
temp Pacific (28.2,28.3] -0.7273675 -0.7754799 -0.7030785
temp Pacific (28.3, Inf] -0.9153151 -0.9404318 -0.8863487
temp SO (-Inf,26] NA NA NA
temp SO (26,26.5] 0.0109382 -0.5329626 0.6634919
temp SO (26.5,26.75] 0.6582754 0.6380354 0.6858468
temp SO (26.75,27] 0.6196322 0.5411233 0.6781480
temp SO (27,27.25] 0.5575993 0.5255404 0.5844426
temp SO (27.25,27.5] 0.1671304 0.1177647 0.2541893
temp SO (27.5,27.75] 0.0988191 0.0591213 0.1620110
temp SO (27.75,27.85] -0.5692077 -0.5902495 -0.5381894
temp SO (27.85,27.95] -0.5877871 -0.6551759 -0.5458987
temp SO (27.95,28.05] -0.5021984 -0.7023491 -0.2424192
temp SO (28.05,28.1] -0.3562825 -0.5406181 -0.0567506
temp SO (28.1,28.15] 0.7386948 0.6588561 0.8217794
temp SO (28.1,28.2] -0.5620428 -0.6700519 -0.4713122
temp SO (28.15,28.2] 0.7382295 0.5582384 0.8713212
temp SO (28.2, Inf] 0.5208657 0.3870731 0.6263259
temp SO (28.2,28.3] -0.6818188 -0.7499197 -0.6470198
temp SO (28.3, Inf] -0.8787338 -0.9161871 -0.8247514
rm(cor_target_predictor, cor_target_predictor_stats)

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