Last updated: 2021-07-27
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Rmd | 8e8abf5 | Jens Müller | 2020-12-18 | Initial commit |
Required are:
GLODAP <-
read_csv(paste(path_version_data,
"GLODAPv2.2020_MLR_fitting_ready.csv",
sep = ""))
The correlation between:
were investigated based on:
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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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 |
---|---|---|
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 |
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$MLR_predictors
),
ggplot2::aes(
col = gamma_highlight,
fill = gamma_highlight,
alpha = 0.01
)
) +
scale_fill_manual(values = c("red", "grey")) +
scale_color_manual(values = c("red", "grey")) +
labs(
title = paste(
i_era,
"|",
i_basin,
"| Gamma slab",
i_gamma_slab,
"| # obs total",
nrow(GLODAP_basin_era),
"| # obs slab",
nrow(GLODAP_highlight %>%
filter(gamma_highlight == "in"))
)
)
png(
filename = paste(
path_version_figures,
"Observations_correlation/",
paste(
"Predictor_correlation",
i_era,
i_basin,
i_gamma_slab,
".png",
sep = "_"
),
sep = ""
),
width = 12,
height = 12,
units = "in",
res = 300
)
print(p)
dev.off()
}
}
}
}
rm(GLODAP_basin_era, GLODAP_basin_era_slab)
}
Correlation coefficients were calculated individually within each slabs, era and basin.
for (i_basin in unique(GLODAP$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)
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 |
---|---|---|
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 + phosphate | Atlantic | (-Inf,26] | 0.8143201 | 0.7359829 | 0.8561608 |
aou + phosphate | Atlantic | (26,26.5] | 0.8787707 | 0.8577069 | 0.8939021 |
aou + phosphate | Atlantic | (26.5,26.75] | 0.9201454 | 0.9101153 | 0.9356017 |
aou + phosphate | Atlantic | (26.75,27] | 0.9583624 | 0.9514992 | 0.9682338 |
aou + phosphate | Atlantic | (27,27.25] | 0.9324162 | 0.9112232 | 0.9487154 |
aou + phosphate | Atlantic | (27.25,27.5] | 0.8593649 | 0.8038768 | 0.8930944 |
aou + phosphate | Atlantic | (27.5,27.75] | 0.7352401 | 0.6496810 | 0.7961455 |
aou + phosphate | Atlantic | (27.75,27.85] | 0.6007097 | 0.5167276 | 0.6857801 |
aou + phosphate | Atlantic | (27.85,27.95] | 0.6848730 | 0.5505706 | 0.7552566 |
aou + phosphate | Atlantic | (27.95,28.05] | 0.8180501 | 0.7055998 | 0.8774610 |
aou + phosphate | Atlantic | (28.05,28.1] | 0.9350905 | 0.9023640 | 0.9618884 |
aou + phosphate | Atlantic | (28.1,28.15] | 0.9721960 | 0.9632171 | 0.9786469 |
aou + phosphate | Atlantic | (28.15,28.2] | 0.9820339 | 0.9750421 | 0.9858985 |
aou + phosphate | Atlantic | (28.2, Inf] | 0.9092166 | 0.8658201 | 0.9480933 |
aou + phosphate | Indo-Pacific | (-Inf,26] | 0.9536262 | 0.9404016 | 0.9614489 |
aou + phosphate | Indo-Pacific | (26,26.5] | 0.9600207 | 0.9580219 | 0.9622463 |
aou + phosphate | Indo-Pacific | (26.5,26.75] | 0.9686819 | 0.9616773 | 0.9787143 |
aou + phosphate | Indo-Pacific | (26.75,27] | 0.9758935 | 0.9724390 | 0.9806710 |
aou + phosphate | Indo-Pacific | (27,27.25] | 0.9845687 | 0.9796381 | 0.9882160 |
aou + phosphate | Indo-Pacific | (27.25,27.5] | 0.9856591 | 0.9801114 | 0.9886874 |
aou + phosphate | Indo-Pacific | (27.5,27.75] | 0.9901910 | 0.9870430 | 0.9923506 |
aou + phosphate | Indo-Pacific | (27.75,27.85] | 0.9957005 | 0.9935129 | 0.9969889 |
aou + phosphate | Indo-Pacific | (27.85,27.95] | 0.9963952 | 0.9954455 | 0.9969125 |
aou + phosphate | Indo-Pacific | (27.95,28.05] | 0.9964650 | 0.9958391 | 0.9974175 |
aou + phosphate | Indo-Pacific | (28.05,28.1] | 0.9968228 | 0.9962808 | 0.9975736 |
aou + phosphate | Indo-Pacific | (28.1,28.2] | 0.9947676 | 0.9934879 | 0.9966675 |
aou + phosphate | Indo-Pacific | (28.2,28.3] | 0.9918012 | 0.9898848 | 0.9950618 |
aou + phosphate | Indo-Pacific | (28.3, Inf] | 0.9363867 | 0.9214766 | 0.9572620 |
aou + phosphate_star | Atlantic | (-Inf,26] | -0.1240102 | -0.4523182 | 0.4460185 |
aou + phosphate_star | Atlantic | (26,26.5] | 0.3028134 | 0.1810795 | 0.4053329 |
aou + phosphate_star | Atlantic | (26.5,26.75] | 0.0447762 | -0.1784011 | 0.2200503 |
aou + phosphate_star | Atlantic | (26.75,27] | -0.0198810 | -0.0970914 | 0.1022546 |
aou + phosphate_star | Atlantic | (27,27.25] | -0.0887380 | -0.2344620 | 0.0906433 |
aou + phosphate_star | Atlantic | (27.25,27.5] | 0.0669105 | -0.0739000 | 0.2166238 |
aou + phosphate_star | Atlantic | (27.5,27.75] | 0.1209810 | 0.0276778 | 0.1800098 |
aou + phosphate_star | Atlantic | (27.75,27.85] | 0.1644196 | 0.1240609 | 0.2435587 |
aou + phosphate_star | Atlantic | (27.85,27.95] | 0.3573059 | 0.1560518 | 0.5016659 |
aou + phosphate_star | Atlantic | (27.95,28.05] | 0.6130078 | 0.4416017 | 0.7175095 |
aou + phosphate_star | Atlantic | (28.05,28.1] | 0.8420955 | 0.7774530 | 0.8925707 |
aou + phosphate_star | Atlantic | (28.1,28.15] | 0.9190547 | 0.8953977 | 0.9365234 |
aou + phosphate_star | Atlantic | (28.15,28.2] | 0.9373057 | 0.9151860 | 0.9506321 |
aou + phosphate_star | Atlantic | (28.2, Inf] | 0.8012509 | 0.7189254 | 0.8734198 |
aou + phosphate_star | Indo-Pacific | (-Inf,26] | 0.5064187 | 0.5030346 | 0.5107951 |
aou + phosphate_star | Indo-Pacific | (26,26.5] | 0.4496269 | 0.3250062 | 0.5477831 |
aou + phosphate_star | Indo-Pacific | (26.5,26.75] | 0.4613326 | 0.3490319 | 0.6682294 |
aou + phosphate_star | Indo-Pacific | (26.75,27] | 0.5927024 | 0.5237288 | 0.6889018 |
aou + phosphate_star | Indo-Pacific | (27,27.25] | 0.6804763 | 0.5935056 | 0.7644865 |
aou + phosphate_star | Indo-Pacific | (27.25,27.5] | 0.4598741 | 0.2835865 | 0.5496828 |
aou + phosphate_star | Indo-Pacific | (27.5,27.75] | 0.0624285 | -0.0857852 | 0.1558767 |
aou + phosphate_star | Indo-Pacific | (27.75,27.85] | -0.2293408 | -0.3770158 | -0.1427187 |
aou + phosphate_star | Indo-Pacific | (27.85,27.95] | -0.3170541 | -0.3894448 | -0.1961193 |
aou + phosphate_star | Indo-Pacific | (27.95,28.05] | -0.4022457 | -0.7019039 | -0.2356952 |
aou + phosphate_star | Indo-Pacific | (28.05,28.1] | -0.1916768 | -0.4643166 | -0.0505054 |
aou + phosphate_star | Indo-Pacific | (28.1,28.2] | -0.1344314 | -0.2996252 | -0.0456767 |
aou + phosphate_star | Indo-Pacific | (28.2,28.3] | -0.0979870 | -0.2394888 | 0.0135139 |
aou + phosphate_star | Indo-Pacific | (28.3, Inf] | -0.8401907 | -0.8577636 | -0.8124880 |
aou + silicate | Atlantic | (-Inf,26] | 0.0303081 | -0.7857934 | 0.6331825 |
aou + silicate | Atlantic | (26,26.5] | 0.3176256 | 0.2014844 | 0.4239314 |
aou + silicate | Atlantic | (26.5,26.75] | 0.6336343 | 0.5924219 | 0.6823225 |
aou + silicate | Atlantic | (26.75,27] | 0.8181309 | 0.7997241 | 0.8408633 |
aou + silicate | Atlantic | (27,27.25] | 0.7396592 | 0.7019783 | 0.7793523 |
aou + silicate | Atlantic | (27.25,27.5] | 0.6314212 | 0.6101651 | 0.6613567 |
aou + silicate | Atlantic | (27.5,27.75] | 0.4714826 | 0.4192601 | 0.5010215 |
aou + silicate | Atlantic | (27.75,27.85] | 0.3557491 | 0.3439511 | 0.3767002 |
aou + silicate | Atlantic | (27.85,27.95] | 0.4755267 | 0.3601247 | 0.6061152 |
aou + silicate | Atlantic | (27.95,28.05] | 0.6891877 | 0.5863960 | 0.8060552 |
aou + silicate | Atlantic | (28.05,28.1] | 0.8940050 | 0.8597553 | 0.9201199 |
aou + silicate | Atlantic | (28.1,28.15] | 0.9572360 | 0.9492317 | 0.9616922 |
aou + silicate | Atlantic | (28.15,28.2] | 0.9627064 | 0.9583053 | 0.9665291 |
aou + silicate | Atlantic | (28.2, Inf] | 0.6796464 | 0.6122879 | 0.8134895 |
aou + silicate | Indo-Pacific | (-Inf,26] | 0.7959411 | 0.7631993 | 0.8476736 |
aou + silicate | Indo-Pacific | (26,26.5] | 0.7993695 | 0.7718628 | 0.8228752 |
aou + silicate | Indo-Pacific | (26.5,26.75] | 0.7828921 | 0.7519604 | 0.8361872 |
aou + silicate | Indo-Pacific | (26.75,27] | 0.8594792 | 0.8294068 | 0.8980753 |
aou + silicate | Indo-Pacific | (27,27.25] | 0.9229158 | 0.9071051 | 0.9452750 |
aou + silicate | Indo-Pacific | (27.25,27.5] | 0.9408356 | 0.9183636 | 0.9605831 |
aou + silicate | Indo-Pacific | (27.5,27.75] | 0.9551619 | 0.9422734 | 0.9696898 |
aou + silicate | Indo-Pacific | (27.75,27.85] | 0.9742746 | 0.9640549 | 0.9831067 |
aou + silicate | Indo-Pacific | (27.85,27.95] | 0.9796327 | 0.9735917 | 0.9841876 |
aou + silicate | Indo-Pacific | (27.95,28.05] | 0.9852434 | 0.9805838 | 0.9893341 |
aou + silicate | Indo-Pacific | (28.05,28.1] | 0.9923381 | 0.9906670 | 0.9945838 |
aou + silicate | Indo-Pacific | (28.1,28.2] | 0.9804009 | 0.9780749 | 0.9831757 |
aou + silicate | Indo-Pacific | (28.2,28.3] | 0.9021934 | 0.8879112 | 0.9248700 |
aou + silicate | Indo-Pacific | (28.3, Inf] | 0.8481510 | 0.8198948 | 0.8804862 |
phosphate + phosphate_star | Atlantic | (-Inf,26] | 0.2596929 | -0.0744298 | 0.5664778 |
phosphate + phosphate_star | Atlantic | (26,26.5] | 0.7051704 | 0.6040467 | 0.7557494 |
phosphate + phosphate_star | Atlantic | (26.5,26.75] | 0.3930741 | 0.1636368 | 0.5966870 |
phosphate + phosphate_star | Atlantic | (26.75,27] | 0.2435314 | 0.1671472 | 0.3947006 |
phosphate + phosphate_star | Atlantic | (27,27.25] | 0.2344548 | 0.1358258 | 0.4165670 |
phosphate + phosphate_star | Atlantic | (27.25,27.5] | 0.5373162 | 0.4710691 | 0.6380826 |
phosphate + phosphate_star | Atlantic | (27.5,27.75] | 0.7410518 | 0.7262407 | 0.7536692 |
phosphate + phosphate_star | Atlantic | (27.75,27.85] | 0.8826215 | 0.8670711 | 0.9103961 |
phosphate + phosphate_star | Atlantic | (27.85,27.95] | 0.9214277 | 0.9078995 | 0.9472475 |
phosphate + phosphate_star | Atlantic | (27.95,28.05] | 0.9528281 | 0.9463457 | 0.9656376 |
phosphate + phosphate_star | Atlantic | (28.05,28.1] | 0.9777755 | 0.9722293 | 0.9812010 |
phosphate + phosphate_star | Atlantic | (28.1,28.15] | 0.9850796 | 0.9817098 | 0.9875452 |
phosphate + phosphate_star | Atlantic | (28.15,28.2] | 0.9852614 | 0.9809040 | 0.9880496 |
phosphate + phosphate_star | Atlantic | (28.2, Inf] | 0.9735388 | 0.9643180 | 0.9793531 |
phosphate + phosphate_star | Indo-Pacific | (-Inf,26] | 0.7252126 | 0.7046254 | 0.7528155 |
phosphate + phosphate_star | Indo-Pacific | (26,26.5] | 0.6745815 | 0.5714464 | 0.7597744 |
phosphate + phosphate_star | Indo-Pacific | (26.5,26.75] | 0.6617630 | 0.5771459 | 0.8036976 |
phosphate + phosphate_star | Indo-Pacific | (26.75,27] | 0.7500239 | 0.7038494 | 0.8143100 |
phosphate + phosphate_star | Indo-Pacific | (27,27.25] | 0.7935094 | 0.7385630 | 0.8501477 |
phosphate + phosphate_star | Indo-Pacific | (27.25,27.5] | 0.5989175 | 0.4653251 | 0.6662612 |
phosphate + phosphate_star | Indo-Pacific | (27.5,27.75] | 0.1976932 | 0.0732781 | 0.2827693 |
phosphate + phosphate_star | Indo-Pacific | (27.75,27.85] | -0.1423661 | -0.2708826 | -0.0627143 |
phosphate + phosphate_star | Indo-Pacific | (27.85,27.95] | -0.2381695 | -0.3167931 | -0.1207646 |
phosphate + phosphate_star | Indo-Pacific | (27.95,28.05] | -0.3282653 | -0.6507224 | -0.1484750 |
phosphate + phosphate_star | Indo-Pacific | (28.05,28.1] | -0.1171904 | -0.4041799 | 0.0328604 |
phosphate + phosphate_star | Indo-Pacific | (28.1,28.2] | -0.0365559 | -0.2229404 | 0.0654243 |
phosphate + phosphate_star | Indo-Pacific | (28.2,28.3] | 0.0177776 | -0.1563405 | 0.1430283 |
phosphate + phosphate_star | Indo-Pacific | (28.3, Inf] | -0.6056546 | -0.6801845 | -0.5315429 |
sal + aou | Atlantic | (-Inf,26] | -0.1120931 | -0.5301569 | 0.5850416 |
sal + aou | Atlantic | (26,26.5] | -0.3101768 | -0.4392600 | -0.2327734 |
sal + aou | Atlantic | (26.5,26.75] | 0.2839660 | 0.0781523 | 0.4317982 |
sal + aou | Atlantic | (26.75,27] | 0.4989106 | 0.3369688 | 0.6982034 |
sal + aou | Atlantic | (27,27.25] | 0.5799930 | 0.5208778 | 0.6246345 |
sal + aou | Atlantic | (27.25,27.5] | 0.4746792 | 0.2844401 | 0.6013374 |
sal + aou | Atlantic | (27.5,27.75] | 0.4933322 | 0.4554773 | 0.5293315 |
sal + aou | Atlantic | (27.75,27.85] | 0.4024680 | 0.3785190 | 0.4233224 |
sal + aou | Atlantic | (27.85,27.95] | 0.1948429 | 0.0754929 | 0.2864356 |
sal + aou | Atlantic | (27.95,28.05] | -0.2279353 | -0.3859345 | -0.1227234 |
sal + aou | Atlantic | (28.05,28.1] | -0.7438368 | -0.7758944 | -0.6820488 |
sal + aou | Atlantic | (28.1,28.15] | -0.8783560 | -0.9028991 | -0.8496894 |
sal + aou | Atlantic | (28.15,28.2] | -0.8608755 | -0.8834484 | -0.8355184 |
sal + aou | Atlantic | (28.2, Inf] | -0.8320148 | -0.8824250 | -0.7569906 |
sal + aou | Indo-Pacific | (-Inf,26] | -0.0632630 | -0.2391541 | 0.0276408 |
sal + aou | Indo-Pacific | (26,26.5] | -0.2541874 | -0.4140390 | -0.0318833 |
sal + aou | Indo-Pacific | (26.5,26.75] | -0.2910763 | -0.5525715 | -0.0946983 |
sal + aou | Indo-Pacific | (26.75,27] | -0.4798409 | -0.6278925 | -0.3500795 |
sal + aou | Indo-Pacific | (27,27.25] | -0.6091133 | -0.7196001 | -0.4907950 |
sal + aou | Indo-Pacific | (27.25,27.5] | -0.4697897 | -0.6165837 | -0.2136751 |
sal + aou | Indo-Pacific | (27.5,27.75] | -0.0264916 | -0.1839614 | 0.2295911 |
sal + aou | Indo-Pacific | (27.75,27.85] | 0.4294593 | 0.3040526 | 0.5346764 |
sal + aou | Indo-Pacific | (27.85,27.95] | 0.6367023 | 0.6027724 | 0.6615510 |
sal + aou | Indo-Pacific | (27.95,28.05] | 0.7920599 | 0.7310208 | 0.8804085 |
sal + aou | Indo-Pacific | (28.05,28.1] | 0.8345261 | 0.7696464 | 0.9033236 |
sal + aou | Indo-Pacific | (28.1,28.2] | 0.8209276 | 0.7878682 | 0.8748807 |
sal + aou | Indo-Pacific | (28.2,28.3] | 0.6404280 | 0.5883526 | 0.6867823 |
sal + aou | Indo-Pacific | (28.3, Inf] | 0.8410310 | 0.7102258 | 0.9080459 |
sal + phosphate | Atlantic | (-Inf,26] | 0.0272826 | -0.1414568 | 0.2303182 |
sal + phosphate | Atlantic | (26,26.5] | -0.5761434 | -0.7254774 | -0.4837357 |
sal + phosphate | Atlantic | (26.5,26.75] | 0.0441061 | -0.2627468 | 0.2649189 |
sal + phosphate | Atlantic | (26.75,27] | 0.3794046 | 0.1343603 | 0.6368776 |
sal + phosphate | Atlantic | (27,27.25] | 0.4388597 | 0.3508858 | 0.4990860 |
sal + phosphate | Atlantic | (27.25,27.5] | 0.1876745 | -0.0192852 | 0.3279357 |
sal + phosphate | Atlantic | (27.5,27.75] | 0.1608245 | 0.1398877 | 0.1952268 |
sal + phosphate | Atlantic | (27.75,27.85] | -0.2634128 | -0.2943729 | -0.2174968 |
sal + phosphate | Atlantic | (27.85,27.95] | -0.4579412 | -0.5440077 | -0.3600664 |
sal + phosphate | Atlantic | (27.95,28.05] | -0.6330958 | -0.7661418 | -0.4507820 |
sal + phosphate | Atlantic | (28.05,28.1] | -0.9106068 | -0.9205938 | -0.8922812 |
sal + phosphate | Atlantic | (28.1,28.15] | -0.9473713 | -0.9505758 | -0.9453538 |
sal + phosphate | Atlantic | (28.15,28.2] | -0.9103801 | -0.9147844 | -0.9044211 |
sal + phosphate | Atlantic | (28.2, Inf] | -0.8850136 | -0.9034436 | -0.8540685 |
sal + phosphate | Indo-Pacific | (-Inf,26] | -0.2267982 | -0.4301659 | -0.1211648 |
sal + phosphate | Indo-Pacific | (26,26.5] | -0.4642718 | -0.6179567 | -0.2605554 |
sal + phosphate | Indo-Pacific | (26.5,26.75] | -0.4900228 | -0.6913722 | -0.3218927 |
sal + phosphate | Indo-Pacific | (26.75,27] | -0.6310561 | -0.7458629 | -0.5305632 |
sal + phosphate | Indo-Pacific | (27,27.25] | -0.7062309 | -0.7888935 | -0.6255101 |
sal + phosphate | Indo-Pacific | (27.25,27.5] | -0.5624959 | -0.6851598 | -0.3593553 |
sal + phosphate | Indo-Pacific | (27.5,27.75] | -0.1180619 | -0.2535442 | 0.1037350 |
sal + phosphate | Indo-Pacific | (27.75,27.85] | 0.3640358 | 0.2444482 | 0.4482972 |
sal + phosphate | Indo-Pacific | (27.85,27.95] | 0.5849127 | 0.5547812 | 0.6009260 |
sal + phosphate | Indo-Pacific | (27.95,28.05] | 0.7526984 | 0.6826763 | 0.8542189 |
sal + phosphate | Indo-Pacific | (28.05,28.1] | 0.8010340 | 0.7290521 | 0.8800885 |
sal + phosphate | Indo-Pacific | (28.1,28.2] | 0.7830689 | 0.7405202 | 0.8516784 |
sal + phosphate | Indo-Pacific | (28.2,28.3] | 0.6123773 | 0.5500769 | 0.6825391 |
sal + phosphate | Indo-Pacific | (28.3, Inf] | 0.8016218 | 0.6696530 | 0.8961115 |
sal + phosphate_star | Atlantic | (-Inf,26] | -0.2809402 | -0.9810049 | 0.2614014 |
sal + phosphate_star | Atlantic | (26,26.5] | -0.8220646 | -0.8510651 | -0.7857489 |
sal + phosphate_star | Atlantic | (26.5,26.75] | -0.7951828 | -0.8615223 | -0.7214552 |
sal + phosphate_star | Atlantic | (26.75,27] | -0.6036043 | -0.7143339 | -0.4434168 |
sal + phosphate_star | Atlantic | (27,27.25] | -0.6286251 | -0.7007056 | -0.5403526 |
sal + phosphate_star | Atlantic | (27.25,27.5] | -0.6138404 | -0.6591875 | -0.5569618 |
sal + phosphate_star | Atlantic | (27.5,27.75] | -0.4093371 | -0.4312825 | -0.3704105 |
sal + phosphate_star | Atlantic | (27.75,27.85] | -0.6092382 | -0.6469383 | -0.5888561 |
sal + phosphate_star | Atlantic | (27.85,27.95] | -0.7195410 | -0.8057236 | -0.6699206 |
sal + phosphate_star | Atlantic | (27.95,28.05] | -0.7854376 | -0.9034014 | -0.6532309 |
sal + phosphate_star | Atlantic | (28.05,28.1] | -0.9624213 | -0.9767141 | -0.9463678 |
sal + phosphate_star | Atlantic | (28.1,28.15] | -0.9730515 | -0.9832124 | -0.9661159 |
sal + phosphate_star | Atlantic | (28.15,28.2] | -0.9429426 | -0.9468399 | -0.9389264 |
sal + phosphate_star | Atlantic | (28.2, Inf] | -0.8830520 | -0.9074152 | -0.8620772 |
sal + phosphate_star | Indo-Pacific | (-Inf,26] | -0.6206296 | -0.7659432 | -0.4788895 |
sal + phosphate_star | Indo-Pacific | (26,26.5] | -0.8953839 | -0.9271428 | -0.8687585 |
sal + phosphate_star | Indo-Pacific | (26.5,26.75] | -0.9370253 | -0.9561799 | -0.9166756 |
sal + phosphate_star | Indo-Pacific | (26.75,27] | -0.9427704 | -0.9584090 | -0.9349222 |
sal + phosphate_star | Indo-Pacific | (27,27.25] | -0.9347725 | -0.9445884 | -0.9195190 |
sal + phosphate_star | Indo-Pacific | (27.25,27.5] | -0.8320477 | -0.8624695 | -0.7968768 |
sal + phosphate_star | Indo-Pacific | (27.5,27.75] | -0.7378411 | -0.8340278 | -0.6552795 |
sal + phosphate_star | Indo-Pacific | (27.75,27.85] | -0.8462254 | -0.9191119 | -0.7899142 |
sal + phosphate_star | Indo-Pacific | (27.85,27.95] | -0.8035743 | -0.8629974 | -0.7243755 |
sal + phosphate_star | Indo-Pacific | (27.95,28.05] | -0.7648335 | -0.8866584 | -0.7008212 |
sal + phosphate_star | Indo-Pacific | (28.05,28.1] | -0.6010765 | -0.7295666 | -0.5172201 |
sal + phosphate_star | Indo-Pacific | (28.1,28.2] | -0.4712519 | -0.5338477 | -0.4226551 |
sal + phosphate_star | Indo-Pacific | (28.2,28.3] | -0.4602114 | -0.4927038 | -0.4277764 |
sal + phosphate_star | Indo-Pacific | (28.3, Inf] | -0.7199994 | -0.7875672 | -0.6015791 |
sal + silicate | Atlantic | (-Inf,26] | -0.7655520 | -0.7914932 | -0.7226283 |
sal + silicate | Atlantic | (26,26.5] | 0.0512421 | 0.0114623 | 0.1001357 |
sal + silicate | Atlantic | (26.5,26.75] | 0.2120985 | 0.1319837 | 0.3448700 |
sal + silicate | Atlantic | (26.75,27] | 0.4076910 | 0.1582568 | 0.6220536 |
sal + silicate | Atlantic | (27,27.25] | 0.3892352 | 0.1872126 | 0.4925063 |
sal + silicate | Atlantic | (27.25,27.5] | 0.0695947 | -0.1558042 | 0.2025952 |
sal + silicate | Atlantic | (27.5,27.75] | -0.0243382 | -0.0581115 | -0.0071073 |
sal + silicate | Atlantic | (27.75,27.85] | -0.4930183 | -0.5158523 | -0.4684999 |
sal + silicate | Atlantic | (27.85,27.95] | -0.6738955 | -0.7139446 | -0.6512128 |
sal + silicate | Atlantic | (27.95,28.05] | -0.7689364 | -0.8532726 | -0.6855597 |
sal + silicate | Atlantic | (28.05,28.1] | -0.9419197 | -0.9488378 | -0.9330578 |
sal + silicate | Atlantic | (28.1,28.15] | -0.9403575 | -0.9452861 | -0.9315712 |
sal + silicate | Atlantic | (28.15,28.2] | -0.8098319 | -0.8207406 | -0.7945656 |
sal + silicate | Atlantic | (28.2, Inf] | -0.5548494 | -0.6300007 | -0.4983887 |
sal + silicate | Indo-Pacific | (-Inf,26] | -0.4761263 | -0.6369523 | -0.3519154 |
sal + silicate | Indo-Pacific | (26,26.5] | -0.6332454 | -0.7084717 | -0.4913844 |
sal + silicate | Indo-Pacific | (26.5,26.75] | -0.6955990 | -0.8190525 | -0.5984743 |
sal + silicate | Indo-Pacific | (26.75,27] | -0.7574832 | -0.8179938 | -0.7042872 |
sal + silicate | Indo-Pacific | (27,27.25] | -0.7911168 | -0.8322644 | -0.7522953 |
sal + silicate | Indo-Pacific | (27.25,27.5] | -0.6731615 | -0.7510572 | -0.5204131 |
sal + silicate | Indo-Pacific | (27.5,27.75] | -0.2307936 | -0.3695841 | -0.0427241 |
sal + silicate | Indo-Pacific | (27.75,27.85] | 0.2739573 | 0.1487275 | 0.3367127 |
sal + silicate | Indo-Pacific | (27.85,27.95] | 0.5311955 | 0.5098539 | 0.5624757 |
sal + silicate | Indo-Pacific | (27.95,28.05] | 0.7307891 | 0.6370487 | 0.8462755 |
sal + silicate | Indo-Pacific | (28.05,28.1] | 0.7885949 | 0.7069527 | 0.8728291 |
sal + silicate | Indo-Pacific | (28.1,28.2] | 0.8093368 | 0.7630523 | 0.8739481 |
sal + silicate | Indo-Pacific | (28.2,28.3] | 0.7523990 | 0.7087183 | 0.8301991 |
sal + silicate | Indo-Pacific | (28.3, Inf] | 0.8336604 | 0.7092372 | 0.9197310 |
sal + temp | Atlantic | (-Inf,26] | 0.7931359 | 0.6828123 | 0.9618835 |
sal + temp | Atlantic | (26,26.5] | 0.9233473 | 0.9123619 | 0.9397348 |
sal + temp | Atlantic | (26.5,26.75] | 0.9857659 | 0.9789591 | 0.9924558 |
sal + temp | Atlantic | (26.75,27] | 0.9819607 | 0.9770399 | 0.9866911 |
sal + temp | Atlantic | (27,27.25] | 0.9855120 | 0.9750939 | 0.9908763 |
sal + temp | Atlantic | (27.25,27.5] | 0.9861901 | 0.9807706 | 0.9889843 |
sal + temp | Atlantic | (27.5,27.75] | 0.9692729 | 0.9625748 | 0.9729281 |
sal + temp | Atlantic | (27.75,27.85] | 0.9702495 | 0.9672608 | 0.9732011 |
sal + temp | Atlantic | (27.85,27.95] | 0.9603443 | 0.9544987 | 0.9676765 |
sal + temp | Atlantic | (27.95,28.05] | 0.9462423 | 0.9354040 | 0.9615399 |
sal + temp | Atlantic | (28.05,28.1] | 0.9693958 | 0.9677302 | 0.9719383 |
sal + temp | Atlantic | (28.1,28.15] | 0.9637726 | 0.9607479 | 0.9659184 |
sal + temp | Atlantic | (28.15,28.2] | 0.9605186 | 0.9568123 | 0.9669947 |
sal + temp | Atlantic | (28.2, Inf] | 0.9024484 | 0.8704107 | 0.9244668 |
sal + temp | Indo-Pacific | (-Inf,26] | 0.6262589 | 0.3444414 | 0.8074209 |
sal + temp | Indo-Pacific | (26,26.5] | 0.9554155 | 0.9407524 | 0.9633779 |
sal + temp | Indo-Pacific | (26.5,26.75] | 0.9820332 | 0.9777116 | 0.9856738 |
sal + temp | Indo-Pacific | (26.75,27] | 0.9812943 | 0.9780907 | 0.9834086 |
sal + temp | Indo-Pacific | (27,27.25] | 0.9790437 | 0.9715110 | 0.9830654 |
sal + temp | Indo-Pacific | (27.25,27.5] | 0.9230427 | 0.9050028 | 0.9365800 |
sal + temp | Indo-Pacific | (27.5,27.75] | 0.8023582 | 0.7507472 | 0.8828390 |
sal + temp | Indo-Pacific | (27.75,27.85] | 0.9176775 | 0.8923657 | 0.9596034 |
sal + temp | Indo-Pacific | (27.85,27.95] | 0.9110198 | 0.8881528 | 0.9489390 |
sal + temp | Indo-Pacific | (27.95,28.05] | 0.9284846 | 0.9113974 | 0.9555610 |
sal + temp | Indo-Pacific | (28.05,28.1] | 0.9501961 | 0.9466792 | 0.9560995 |
sal + temp | Indo-Pacific | (28.1,28.2] | 0.8690371 | 0.8342300 | 0.8947689 |
sal + temp | Indo-Pacific | (28.2,28.3] | 0.8859459 | 0.8643355 | 0.9124914 |
sal + temp | Indo-Pacific | (28.3, Inf] | 0.8683221 | 0.7070718 | 0.9555640 |
silicate + phosphate | Atlantic | (-Inf,26] | -0.2929367 | -0.6296413 | -0.0085748 |
silicate + phosphate | Atlantic | (26,26.5] | 0.0504924 | -0.0970517 | 0.2215233 |
silicate + phosphate | Atlantic | (26.5,26.75] | 0.5532564 | 0.5175518 | 0.5952577 |
silicate + phosphate | Atlantic | (26.75,27] | 0.8738992 | 0.8529251 | 0.9027833 |
silicate + phosphate | Atlantic | (27,27.25] | 0.9044754 | 0.8879786 | 0.9148854 |
silicate + phosphate | Atlantic | (27.25,27.5] | 0.9138135 | 0.8987595 | 0.9347401 |
silicate + phosphate | Atlantic | (27.5,27.75] | 0.9193819 | 0.9001777 | 0.9386059 |
silicate + phosphate | Atlantic | (27.75,27.85] | 0.9346303 | 0.9130916 | 0.9601634 |
silicate + phosphate | Atlantic | (27.85,27.95] | 0.9387695 | 0.9076907 | 0.9598933 |
silicate + phosphate | Atlantic | (27.95,28.05] | 0.9509010 | 0.9202339 | 0.9691402 |
silicate + phosphate | Atlantic | (28.05,28.1] | 0.9764343 | 0.9661796 | 0.9829217 |
silicate + phosphate | Atlantic | (28.1,28.15] | 0.9843656 | 0.9810220 | 0.9863467 |
silicate + phosphate | Atlantic | (28.15,28.2] | 0.9709107 | 0.9657509 | 0.9785312 |
silicate + phosphate | Atlantic | (28.2, Inf] | 0.8454682 | 0.8298613 | 0.8751089 |
silicate + phosphate | Indo-Pacific | (-Inf,26] | 0.8679186 | 0.8189828 | 0.9150156 |
silicate + phosphate | Indo-Pacific | (26,26.5] | 0.8890585 | 0.8722324 | 0.8976254 |
silicate + phosphate | Indo-Pacific | (26.5,26.75] | 0.8729244 | 0.8579152 | 0.8981608 |
silicate + phosphate | Indo-Pacific | (26.75,27] | 0.9113415 | 0.8845107 | 0.9327865 |
silicate + phosphate | Indo-Pacific | (27,27.25] | 0.9490976 | 0.9398566 | 0.9606138 |
silicate + phosphate | Indo-Pacific | (27.25,27.5] | 0.9634169 | 0.9527293 | 0.9748526 |
silicate + phosphate | Indo-Pacific | (27.5,27.75] | 0.9731994 | 0.9661228 | 0.9819441 |
silicate + phosphate | Indo-Pacific | (27.75,27.85] | 0.9827879 | 0.9779607 | 0.9873765 |
silicate + phosphate | Indo-Pacific | (27.85,27.95] | 0.9861903 | 0.9828199 | 0.9885241 |
silicate + phosphate | Indo-Pacific | (27.95,28.05] | 0.9900598 | 0.9864567 | 0.9932288 |
silicate + phosphate | Indo-Pacific | (28.05,28.1] | 0.9942751 | 0.9926542 | 0.9966948 |
silicate + phosphate | Indo-Pacific | (28.1,28.2] | 0.9834273 | 0.9816168 | 0.9862511 |
silicate + phosphate | Indo-Pacific | (28.2,28.3] | 0.9195639 | 0.9091354 | 0.9380441 |
silicate + phosphate | Indo-Pacific | (28.3, Inf] | 0.9520913 | 0.9366710 | 0.9601292 |
silicate + phosphate_star | Atlantic | (-Inf,26] | -0.0216095 | -0.6957630 | 0.5861294 |
silicate + phosphate_star | Atlantic | (26,26.5] | -0.3235209 | -0.4008458 | -0.2381633 |
silicate + phosphate_star | Atlantic | (26.5,26.75] | -0.0160321 | -0.0692699 | 0.0850777 |
silicate + phosphate_star | Atlantic | (26.75,27] | 0.2373050 | 0.1203941 | 0.3585873 |
silicate + phosphate_star | Atlantic | (27,27.25] | 0.3849313 | 0.2090666 | 0.6633241 |
silicate + phosphate_star | Atlantic | (27.25,27.5] | 0.6965505 | 0.6250295 | 0.8079383 |
silicate + phosphate_star | Atlantic | (27.5,27.75] | 0.8757097 | 0.8587568 | 0.8857181 |
silicate + phosphate_star | Atlantic | (27.75,27.85] | 0.9542787 | 0.9427421 | 0.9659781 |
silicate + phosphate_star | Atlantic | (27.85,27.95] | 0.9645526 | 0.9486042 | 0.9728482 |
silicate + phosphate_star | Atlantic | (27.95,28.05] | 0.9644791 | 0.9589982 | 0.9697920 |
silicate + phosphate_star | Atlantic | (28.05,28.1] | 0.9708907 | 0.9693227 | 0.9737271 |
silicate + phosphate_star | Atlantic | (28.1,28.15] | 0.9726411 | 0.9713515 | 0.9733725 |
silicate + phosphate_star | Atlantic | (28.15,28.2] | 0.9415919 | 0.9339666 | 0.9471817 |
silicate + phosphate_star | Atlantic | (28.2, Inf] | 0.8504221 | 0.8372891 | 0.8570732 |
silicate + phosphate_star | Indo-Pacific | (-Inf,26] | 0.7395570 | 0.6386379 | 0.7944660 |
silicate + phosphate_star | Indo-Pacific | (26,26.5] | 0.7616228 | 0.7092802 | 0.7927480 |
silicate + phosphate_star | Indo-Pacific | (26.5,26.75] | 0.7865855 | 0.7320912 | 0.8667161 |
silicate + phosphate_star | Indo-Pacific | (26.75,27] | 0.8040062 | 0.7775510 | 0.8338977 |
silicate + phosphate_star | Indo-Pacific | (27,27.25] | 0.8262682 | 0.8056090 | 0.8569497 |
silicate + phosphate_star | Indo-Pacific | (27.25,27.5] | 0.6555028 | 0.5546434 | 0.7175872 |
silicate + phosphate_star | Indo-Pacific | (27.5,27.75] | 0.2811626 | 0.1716157 | 0.3791079 |
silicate + phosphate_star | Indo-Pacific | (27.75,27.85] | -0.0725918 | -0.1790392 | 0.0141796 |
silicate + phosphate_star | Indo-Pacific | (27.85,27.95] | -0.1869558 | -0.2656497 | -0.0884673 |
silicate + phosphate_star | Indo-Pacific | (27.95,28.05] | -0.3007132 | -0.6280886 | -0.1089777 |
silicate + phosphate_star | Indo-Pacific | (28.05,28.1] | -0.1202963 | -0.4010312 | 0.0297338 |
silicate + phosphate_star | Indo-Pacific | (28.1,28.2] | -0.0435789 | -0.2142401 | 0.0456512 |
silicate + phosphate_star | Indo-Pacific | (28.2,28.3] | 0.0096919 | -0.1516435 | 0.1169289 |
silicate + phosphate_star | Indo-Pacific | (28.3, Inf] | -0.5049279 | -0.5820972 | -0.4391764 |
temp + aou | Atlantic | (-Inf,26] | -0.3287938 | -0.7806278 | 0.3991916 |
temp + aou | Atlantic | (26,26.5] | -0.4028541 | -0.5331751 | -0.3139288 |
temp + aou | Atlantic | (26.5,26.75] | 0.2267252 | 0.0078043 | 0.4041853 |
temp + aou | Atlantic | (26.75,27] | 0.4377334 | 0.2563183 | 0.6384852 |
temp + aou | Atlantic | (27,27.25] | 0.5600580 | 0.4726269 | 0.6235724 |
temp + aou | Atlantic | (27.25,27.5] | 0.4885035 | 0.3115577 | 0.6003106 |
temp + aou | Atlantic | (27.5,27.75] | 0.4888411 | 0.4628784 | 0.5079171 |
temp + aou | Atlantic | (27.75,27.85] | 0.3926676 | 0.3682164 | 0.4169746 |
temp + aou | Atlantic | (27.85,27.95] | 0.2043723 | 0.0752634 | 0.3091692 |
temp + aou | Atlantic | (27.95,28.05] | -0.1311967 | -0.2909789 | -0.0368781 |
temp + aou | Atlantic | (28.05,28.1] | -0.6249277 | -0.6661100 | -0.5512253 |
temp + aou | Atlantic | (28.1,28.15] | -0.7791834 | -0.8123678 | -0.7410564 |
temp + aou | Atlantic | (28.15,28.2] | -0.8057152 | -0.8407910 | -0.7600620 |
temp + aou | Atlantic | (28.2, Inf] | -0.7116740 | -0.7855475 | -0.5801719 |
temp + aou | Indo-Pacific | (-Inf,26] | -0.3637997 | -0.3992756 | -0.3067727 |
temp + aou | Indo-Pacific | (26,26.5] | -0.2681160 | -0.4102194 | -0.0596565 |
temp + aou | Indo-Pacific | (26.5,26.75] | -0.2808616 | -0.5323104 | -0.0863453 |
temp + aou | Indo-Pacific | (26.75,27] | -0.4474958 | -0.5766444 | -0.3277677 |
temp + aou | Indo-Pacific | (27,27.25] | -0.5891145 | -0.6933016 | -0.4807282 |
temp + aou | Indo-Pacific | (27.25,27.5] | -0.4431120 | -0.5735898 | -0.2064473 |
temp + aou | Indo-Pacific | (27.5,27.75] | -0.0039685 | -0.1226875 | 0.2029325 |
temp + aou | Indo-Pacific | (27.75,27.85] | 0.4496568 | 0.3459980 | 0.5579728 |
temp + aou | Indo-Pacific | (27.85,27.95] | 0.6000545 | 0.5494960 | 0.6385179 |
temp + aou | Indo-Pacific | (27.95,28.05] | 0.7356620 | 0.6702146 | 0.8565875 |
temp + aou | Indo-Pacific | (28.05,28.1] | 0.7547552 | 0.6971554 | 0.8372152 |
temp + aou | Indo-Pacific | (28.1,28.2] | 0.7624126 | 0.7154619 | 0.8348083 |
temp + aou | Indo-Pacific | (28.2,28.3] | 0.7407345 | 0.7107154 | 0.7883026 |
temp + aou | Indo-Pacific | (28.3, Inf] | 0.9581831 | 0.9430543 | 0.9681938 |
temp + phosphate | Atlantic | (-Inf,26] | -0.2262125 | -0.5306378 | 0.0827481 |
temp + phosphate | Atlantic | (26,26.5] | -0.6468632 | -0.7872335 | -0.5532358 |
temp + phosphate | Atlantic | (26.5,26.75] | 0.0007707 | -0.3023852 | 0.2408072 |
temp + phosphate | Atlantic | (26.75,27] | 0.3145514 | 0.0563995 | 0.5669756 |
temp + phosphate | Atlantic | (27,27.25] | 0.4304057 | 0.3105397 | 0.5017450 |
temp + phosphate | Atlantic | (27.25,27.5] | 0.2127259 | 0.0158112 | 0.3572615 |
temp + phosphate | Atlantic | (27.5,27.75] | 0.1599317 | 0.1308211 | 0.1998232 |
temp + phosphate | Atlantic | (27.75,27.85] | -0.3279612 | -0.3764251 | -0.2699644 |
temp + phosphate | Atlantic | (27.85,27.95] | -0.4848483 | -0.5566006 | -0.3878848 |
temp + phosphate | Atlantic | (27.95,28.05] | -0.6097957 | -0.7253292 | -0.4397575 |
temp + phosphate | Atlantic | (28.05,28.1] | -0.8423934 | -0.8541549 | -0.8260135 |
temp + phosphate | Atlantic | (28.1,28.15] | -0.8860300 | -0.8874135 | -0.8847981 |
temp + phosphate | Atlantic | (28.15,28.2] | -0.8830304 | -0.8947842 | -0.8662247 |
temp + phosphate | Atlantic | (28.2, Inf] | -0.8532069 | -0.9343579 | -0.7782994 |
temp + phosphate | Indo-Pacific | (-Inf,26] | -0.5282486 | -0.5937169 | -0.4388471 |
temp + phosphate | Indo-Pacific | (26,26.5] | -0.4883585 | -0.6265328 | -0.2920951 |
temp + phosphate | Indo-Pacific | (26.5,26.75] | -0.4853166 | -0.6767396 | -0.3167074 |
temp + phosphate | Indo-Pacific | (26.75,27] | -0.6095278 | -0.7079936 | -0.5147634 |
temp + phosphate | Indo-Pacific | (27,27.25] | -0.6963610 | -0.7727767 | -0.6217390 |
temp + phosphate | Indo-Pacific | (27.25,27.5] | -0.5622642 | -0.6689704 | -0.3720343 |
temp + phosphate | Indo-Pacific | (27.5,27.75] | -0.1245753 | -0.2325962 | 0.0577342 |
temp + phosphate | Indo-Pacific | (27.75,27.85] | 0.3797924 | 0.2799016 | 0.4700760 |
temp + phosphate | Indo-Pacific | (27.85,27.95] | 0.5394741 | 0.4925971 | 0.5705440 |
temp + phosphate | Indo-Pacific | (27.95,28.05] | 0.6855763 | 0.6115860 | 0.8245361 |
temp + phosphate | Indo-Pacific | (28.05,28.1] | 0.7113007 | 0.6445179 | 0.8066344 |
temp + phosphate | Indo-Pacific | (28.1,28.2] | 0.7038299 | 0.6446518 | 0.7947292 |
temp + phosphate | Indo-Pacific | (28.2,28.3] | 0.6901387 | 0.6445013 | 0.7708143 |
temp + phosphate | Indo-Pacific | (28.3, Inf] | 0.8747437 | 0.8303561 | 0.9170139 |
temp + phosphate_star | Atlantic | (-Inf,26] | -0.4854560 | -0.9871533 | 0.0683286 |
temp + phosphate_star | Atlantic | (26,26.5] | -0.8435125 | -0.8750867 | -0.7960260 |
temp + phosphate_star | Atlantic | (26.5,26.75] | -0.7945018 | -0.8388649 | -0.7354260 |
temp + phosphate_star | Atlantic | (26.75,27] | -0.6419129 | -0.7386527 | -0.5069911 |
temp + phosphate_star | Atlantic | (27,27.25] | -0.6200255 | -0.6852774 | -0.5506621 |
temp + phosphate_star | Atlantic | (27.25,27.5] | -0.5936985 | -0.6373071 | -0.5286409 |
temp + phosphate_star | Atlantic | (27.5,27.75] | -0.4141325 | -0.4372445 | -0.3788013 |
temp + phosphate_star | Atlantic | (27.75,27.85] | -0.6800175 | -0.7134690 | -0.6524485 |
temp + phosphate_star | Atlantic | (27.85,27.95] | -0.7591569 | -0.8318310 | -0.7116431 |
temp + phosphate_star | Atlantic | (27.95,28.05] | -0.8015000 | -0.9005013 | -0.6851711 |
temp + phosphate_star | Atlantic | (28.05,28.1] | -0.9303923 | -0.9444750 | -0.9128648 |
temp + phosphate_star | Atlantic | (28.1,28.15] | -0.9453791 | -0.9537624 | -0.9382047 |
temp + phosphate_star | Atlantic | (28.15,28.2] | -0.9422741 | -0.9453046 | -0.9390592 |
temp + phosphate_star | Atlantic | (28.2, Inf] | -0.9141491 | -0.9698535 | -0.8705212 |
temp + phosphate_star | Indo-Pacific | (-Inf,26] | -0.8800420 | -0.9109586 | -0.8223460 |
temp + phosphate_star | Indo-Pacific | (26,26.5] | -0.9366097 | -0.9601269 | -0.9001323 |
temp + phosphate_star | Indo-Pacific | (26.5,26.75] | -0.9516222 | -0.9642506 | -0.9267374 |
temp + phosphate_star | Indo-Pacific | (26.75,27] | -0.9590704 | -0.9688512 | -0.9465334 |
temp + phosphate_star | Indo-Pacific | (27,27.25] | -0.9589844 | -0.9634152 | -0.9559646 |
temp + phosphate_star | Indo-Pacific | (27.25,27.5] | -0.9442982 | -0.9472456 | -0.9402586 |
temp + phosphate_star | Indo-Pacific | (27.5,27.75] | -0.9449700 | -0.9550956 | -0.9346458 |
temp + phosphate_star | Indo-Pacific | (27.75,27.85] | -0.9144198 | -0.9467314 | -0.8750143 |
temp + phosphate_star | Indo-Pacific | (27.85,27.95] | -0.9138986 | -0.9375703 | -0.8827665 |
temp + phosphate_star | Indo-Pacific | (27.95,28.05] | -0.8795252 | -0.9437989 | -0.8349214 |
temp + phosphate_star | Indo-Pacific | (28.05,28.1] | -0.7337313 | -0.8291642 | -0.6685744 |
temp + phosphate_star | Indo-Pacific | (28.1,28.2] | -0.6988112 | -0.7423032 | -0.6681840 |
temp + phosphate_star | Indo-Pacific | (28.2,28.3] | -0.6063115 | -0.6239076 | -0.5870654 |
temp + phosphate_star | Indo-Pacific | (28.3, Inf] | -0.8810716 | -0.8902033 | -0.8742705 |
temp + silicate | Atlantic | (-Inf,26] | -0.6811767 | -0.7973980 | -0.5559977 |
temp + silicate | Atlantic | (26,26.5] | 0.0856320 | 0.0655580 | 0.1101267 |
temp + silicate | Atlantic | (26.5,26.75] | 0.1482243 | 0.0313332 | 0.2779451 |
temp + silicate | Atlantic | (26.75,27] | 0.3287848 | 0.0658498 | 0.5403365 |
temp + silicate | Atlantic | (27,27.25] | 0.3856339 | 0.1504904 | 0.5058200 |
temp + silicate | Atlantic | (27.25,27.5] | 0.0960126 | -0.1240836 | 0.2360556 |
temp + silicate | Atlantic | (27.5,27.75] | -0.0195024 | -0.0463938 | -0.0041614 |
temp + silicate | Atlantic | (27.75,27.85] | -0.5497773 | -0.5633935 | -0.5426741 |
temp + silicate | Atlantic | (27.85,27.95] | -0.6903269 | -0.7148805 | -0.6745372 |
temp + silicate | Atlantic | (27.95,28.05] | -0.7559119 | -0.8155740 | -0.6930908 |
temp + silicate | Atlantic | (28.05,28.1] | -0.8812817 | -0.8946334 | -0.8711189 |
temp + silicate | Atlantic | (28.1,28.15] | -0.8926155 | -0.9016922 | -0.8865326 |
temp + silicate | Atlantic | (28.15,28.2] | -0.8027371 | -0.8252877 | -0.7881058 |
temp + silicate | Atlantic | (28.2, Inf] | -0.6885750 | -0.7299114 | -0.6301991 |
temp + silicate | Indo-Pacific | (-Inf,26] | -0.5979967 | -0.7274984 | -0.3722582 |
temp + silicate | Indo-Pacific | (26,26.5] | -0.6369003 | -0.7065495 | -0.5085477 |
temp + silicate | Indo-Pacific | (26.5,26.75] | -0.6851458 | -0.8062409 | -0.6009419 |
temp + silicate | Indo-Pacific | (26.75,27] | -0.7346100 | -0.7829924 | -0.6940070 |
temp + silicate | Indo-Pacific | (27,27.25] | -0.7870443 | -0.8239599 | -0.7550595 |
temp + silicate | Indo-Pacific | (27.25,27.5] | -0.6827096 | -0.7616291 | -0.5411147 |
temp + silicate | Indo-Pacific | (27.5,27.75] | -0.2574939 | -0.3859290 | -0.0929000 |
temp + silicate | Indo-Pacific | (27.75,27.85] | 0.2789966 | 0.1684619 | 0.3529080 |
temp + silicate | Indo-Pacific | (27.85,27.95] | 0.4746567 | 0.4433475 | 0.4945264 |
temp + silicate | Indo-Pacific | (27.95,28.05] | 0.6486699 | 0.5644439 | 0.8011619 |
temp + silicate | Indo-Pacific | (28.05,28.1] | 0.6984718 | 0.6254630 | 0.7978013 |
temp + silicate | Indo-Pacific | (28.1,28.2] | 0.6838070 | 0.6287593 | 0.7718648 |
temp + silicate | Indo-Pacific | (28.2,28.3] | 0.7172553 | 0.6656502 | 0.8132126 |
temp + silicate | Indo-Pacific | (28.3, Inf] | 0.8279731 | 0.7892377 | 0.8777285 |
rm(cor_predictors, cor_predictors_stats)
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 |
---|---|---|
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] | 0.2291243 | -0.3027302 | 0.6391641 |
aou | Atlantic | (26,26.5] | 0.1498826 | 0.0832505 | 0.2798864 |
aou | Atlantic | (26.5,26.75] | -0.3085670 | -0.4468451 | -0.1547653 |
aou | Atlantic | (26.75,27] | -0.3985345 | -0.4521597 | -0.3394434 |
aou | Atlantic | (27,27.25] | -0.5975761 | -0.6775846 | -0.4536661 |
aou | Atlantic | (27.25,27.5] | -0.6510471 | -0.7099719 | -0.5571547 |
aou | Atlantic | (27.5,27.75] | -0.5377859 | -0.5835842 | -0.5098015 |
aou | Atlantic | (27.75,27.85] | -0.4508094 | -0.4878648 | -0.4090001 |
aou | Atlantic | (27.85,27.95] | -0.6219179 | -0.7291282 | -0.4936183 |
aou | Atlantic | (27.95,28.05] | -0.7787010 | -0.8285519 | -0.6972476 |
aou | Atlantic | (28.05,28.1] | -0.9319938 | -0.9516868 | -0.9132697 |
aou | Atlantic | (28.1,28.15] | -0.9611163 | -0.9643449 | -0.9574053 |
aou | Atlantic | (28.15,28.2] | -0.9651517 | -0.9751627 | -0.9569917 |
aou | Atlantic | (28.2, Inf] | -0.8322643 | -0.8799192 | -0.7859979 |
aou | Indo-Pacific | (-Inf,26] | 0.1751390 | 0.0811899 | 0.3226234 |
aou | Indo-Pacific | (26,26.5] | -0.4638887 | -0.5259982 | -0.3820228 |
aou | Indo-Pacific | (26.5,26.75] | -0.6511671 | -0.7133851 | -0.6126798 |
aou | Indo-Pacific | (26.75,27] | -0.8084866 | -0.8431037 | -0.7756839 |
aou | Indo-Pacific | (27,27.25] | -0.7064218 | -0.7653052 | -0.6386509 |
aou | Indo-Pacific | (27.25,27.5] | -0.4942250 | -0.5904337 | -0.3773392 |
aou | Indo-Pacific | (27.5,27.75] | 0.0270562 | -0.1385441 | 0.2986144 |
aou | Indo-Pacific | (27.75,27.85] | 0.4912452 | 0.3150882 | 0.6732376 |
aou | Indo-Pacific | (27.85,27.95] | 0.5207904 | 0.2960563 | 0.6829003 |
aou | Indo-Pacific | (27.95,28.05] | 0.3432458 | -0.0755494 | 0.5917182 |
aou | Indo-Pacific | (28.05,28.1] | 0.4391956 | 0.1677239 | 0.5947776 |
aou | Indo-Pacific | (28.1,28.2] | 0.4134756 | 0.2721524 | 0.5406545 |
aou | Indo-Pacific | (28.2,28.3] | 0.4593400 | 0.3646501 | 0.6079621 |
aou | Indo-Pacific | (28.3, Inf] | 0.0108433 | -0.1152995 | 0.1789938 |
phosphate | Atlantic | (-Inf,26] | 0.2667827 | -0.0129379 | 0.4259042 |
phosphate | Atlantic | (26,26.5] | 0.1809841 | 0.1072636 | 0.2880172 |
phosphate | Atlantic | (26.5,26.75] | -0.4000846 | -0.4700236 | -0.2650997 |
phosphate | Atlantic | (26.75,27] | -0.4957993 | -0.5765782 | -0.4193073 |
phosphate | Atlantic | (27,27.25] | -0.7283372 | -0.7627409 | -0.6678900 |
phosphate | Atlantic | (27.25,27.5] | -0.8545470 | -0.8782895 | -0.8233687 |
phosphate | Atlantic | (27.5,27.75] | -0.9051115 | -0.9116480 | -0.8938752 |
phosphate | Atlantic | (27.75,27.85] | -0.9648590 | -0.9718791 | -0.9565526 |
phosphate | Atlantic | (27.85,27.95] | -0.9795516 | -0.9823722 | -0.9778688 |
phosphate | Atlantic | (27.95,28.05] | -0.9568918 | -0.9636193 | -0.9527574 |
phosphate | Atlantic | (28.05,28.1] | -0.9926457 | -0.9933151 | -0.9921810 |
phosphate | Atlantic | (28.1,28.15] | -0.9912332 | -0.9920213 | -0.9898751 |
phosphate | Atlantic | (28.15,28.2] | -0.9914017 | -0.9925458 | -0.9899682 |
phosphate | Atlantic | (28.2, Inf] | -0.9780047 | -0.9792113 | -0.9772500 |
phosphate | Indo-Pacific | (-Inf,26] | 0.1455772 | 0.0573946 | 0.3202544 |
phosphate | Indo-Pacific | (26,26.5] | -0.5551809 | -0.5738283 | -0.5190702 |
phosphate | Indo-Pacific | (26.5,26.75] | -0.7311304 | -0.7556893 | -0.6829158 |
phosphate | Indo-Pacific | (26.75,27] | -0.8237463 | -0.8444273 | -0.7875623 |
phosphate | Indo-Pacific | (27,27.25] | -0.7254223 | -0.7750157 | -0.6713292 |
phosphate | Indo-Pacific | (27.25,27.5] | -0.5583220 | -0.6341715 | -0.4769272 |
phosphate | Indo-Pacific | (27.5,27.75] | -0.0085783 | -0.1596593 | 0.2350657 |
phosphate | Indo-Pacific | (27.75,27.85] | 0.5147289 | 0.3417648 | 0.6939502 |
phosphate | Indo-Pacific | (27.85,27.95] | 0.5533760 | 0.3368520 | 0.7124413 |
phosphate | Indo-Pacific | (27.95,28.05] | 0.3775676 | -0.0312781 | 0.6162507 |
phosphate | Indo-Pacific | (28.05,28.1] | 0.4603684 | 0.1998353 | 0.6115894 |
phosphate | Indo-Pacific | (28.1,28.2] | 0.4375881 | 0.3065695 | 0.5657077 |
phosphate | Indo-Pacific | (28.2,28.3] | 0.4797553 | 0.3732440 | 0.6377209 |
phosphate | Indo-Pacific | (28.3, Inf] | -0.1956357 | -0.3383622 | -0.0629362 |
phosphate_star | Atlantic | (-Inf,26] | 0.4500103 | -0.1868457 | 0.9490640 |
phosphate_star | Atlantic | (26,26.5] | 0.1828079 | 0.1520833 | 0.2306704 |
phosphate_star | Atlantic | (26.5,26.75] | -0.0095321 | -0.3728555 | 0.4093308 |
phosphate_star | Atlantic | (26.75,27] | -0.1073312 | -0.2411182 | 0.1358264 |
phosphate_star | Atlantic | (27,27.25] | -0.1116596 | -0.5504063 | 0.1384020 |
phosphate_star | Atlantic | (27.25,27.5] | -0.4531322 | -0.6829627 | -0.3284674 |
phosphate_star | Atlantic | (27.5,27.75] | -0.7187903 | -0.7967403 | -0.6591440 |
phosphate_star | Atlantic | (27.75,27.85] | -0.9143602 | -0.9307829 | -0.9001469 |
phosphate_star | Atlantic | (27.85,27.95] | -0.9217992 | -0.9393057 | -0.9079897 |
phosphate_star | Atlantic | (27.95,28.05] | -0.9006494 | -0.9050362 | -0.8944579 |
phosphate_star | Atlantic | (28.05,28.1] | -0.9641501 | -0.9721085 | -0.9518271 |
phosphate_star | Atlantic | (28.1,28.15] | -0.9726255 | -0.9780739 | -0.9632253 |
phosphate_star | Atlantic | (28.15,28.2] | -0.9805747 | -0.9851622 | -0.9776467 |
phosphate_star | Atlantic | (28.2, Inf] | -0.9718755 | -0.9804424 | -0.9551044 |
phosphate_star | Indo-Pacific | (-Inf,26] | 0.2220578 | 0.1060367 | 0.3817090 |
phosphate_star | Indo-Pacific | (26,26.5] | -0.4666725 | -0.5253054 | -0.3957001 |
phosphate_star | Indo-Pacific | (26.5,26.75] | -0.5963588 | -0.6975833 | -0.4698876 |
phosphate_star | Indo-Pacific | (26.75,27] | -0.5378791 | -0.5872674 | -0.4804072 |
phosphate_star | Indo-Pacific | (27,27.25] | -0.4928641 | -0.5339949 | -0.4336882 |
phosphate_star | Indo-Pacific | (27.25,27.5] | -0.5022361 | -0.5183013 | -0.4871183 |
phosphate_star | Indo-Pacific | (27.5,27.75] | -0.1794973 | -0.3182784 | -0.0971566 |
phosphate_star | Indo-Pacific | (27.75,27.85] | 0.2461703 | 0.0092247 | 0.3949271 |
phosphate_star | Indo-Pacific | (27.85,27.95] | 0.3209866 | 0.1414000 | 0.4711558 |
phosphate_star | Indo-Pacific | (27.95,28.05] | 0.4098367 | 0.2718885 | 0.5831298 |
phosphate_star | Indo-Pacific | (28.05,28.1] | 0.3943454 | 0.3419277 | 0.4932071 |
phosphate_star | Indo-Pacific | (28.1,28.2] | 0.3765631 | 0.2936605 | 0.4775122 |
phosphate_star | Indo-Pacific | (28.2,28.3] | 0.3182555 | 0.2733627 | 0.3726237 |
phosphate_star | Indo-Pacific | (28.3, Inf] | -0.2644437 | -0.4301604 | -0.1771104 |
sal | Atlantic | (-Inf,26] | -0.1616727 | -0.8946301 | 0.5631449 |
sal | Atlantic | (26,26.5] | -0.0281255 | -0.1047421 | 0.0706375 |
sal | Atlantic | (26.5,26.75] | -0.4433245 | -0.8345372 | 0.0129003 |
sal | Atlantic | (26.75,27] | -0.6415441 | -0.7932943 | -0.4424470 |
sal | Atlantic | (27,27.25] | -0.6568181 | -0.8047668 | -0.3699094 |
sal | Atlantic | (27.25,27.5] | -0.3915844 | -0.5745462 | -0.0823138 |
sal | Atlantic | (27.5,27.75] | -0.3239289 | -0.3940893 | -0.1939650 |
sal | Atlantic | (27.75,27.85] | 0.2490966 | 0.2170984 | 0.2668091 |
sal | Atlantic | (27.85,27.95] | 0.4155775 | 0.3615984 | 0.5009533 |
sal | Atlantic | (27.95,28.05] | 0.4868440 | 0.3067393 | 0.6467271 |
sal | Atlantic | (28.05,28.1] | 0.8738876 | 0.8562891 | 0.8845489 |
sal | Atlantic | (28.1,28.15] | 0.9144878 | 0.9095807 | 0.9179309 |
sal | Atlantic | (28.15,28.2] | 0.9093343 | 0.9046973 | 0.9156960 |
sal | Atlantic | (28.2, Inf] | 0.8251142 | 0.7666277 | 0.8787919 |
sal | Indo-Pacific | (-Inf,26] | 0.0955858 | -0.1594405 | 0.4774730 |
sal | Indo-Pacific | (26,26.5] | 0.3032565 | 0.2682697 | 0.3608137 |
sal | Indo-Pacific | (26.5,26.75] | 0.4353255 | 0.3424350 | 0.4953832 |
sal | Indo-Pacific | (26.75,27] | 0.3729821 | 0.3192073 | 0.4733001 |
sal | Indo-Pacific | (27,27.25] | 0.2822067 | 0.1949443 | 0.3453883 |
sal | Indo-Pacific | (27.25,27.5] | 0.1680222 | 0.1549080 | 0.1798626 |
sal | Indo-Pacific | (27.5,27.75] | -0.2229851 | -0.3464287 | 0.0161777 |
sal | Indo-Pacific | (27.75,27.85] | -0.2317710 | -0.4474196 | 0.0568039 |
sal | Indo-Pacific | (27.85,27.95] | -0.1281374 | -0.3883018 | 0.0831737 |
sal | Indo-Pacific | (27.95,28.05] | -0.1442819 | -0.4517449 | 0.0474694 |
sal | Indo-Pacific | (28.05,28.1] | 0.0114125 | -0.1850360 | 0.1839444 |
sal | Indo-Pacific | (28.1,28.2] | 0.0514265 | -0.0529844 | 0.1845493 |
sal | Indo-Pacific | (28.2,28.3] | 0.0149931 | -0.0661317 | 0.1386209 |
sal | Indo-Pacific | (28.3, Inf] | 0.0067669 | -0.2344516 | 0.2735399 |
silicate | Atlantic | (-Inf,26] | 0.2348666 | -0.1165638 | 0.4331265 |
silicate | Atlantic | (26,26.5] | -0.5371146 | -0.6152203 | -0.4417875 |
silicate | Atlantic | (26.5,26.75] | -0.3827478 | -0.5317347 | -0.2965209 |
silicate | Atlantic | (26.75,27] | -0.6685163 | -0.7307155 | -0.6113253 |
silicate | Atlantic | (27,27.25] | -0.8669874 | -0.8706767 | -0.8597563 |
silicate | Atlantic | (27.25,27.5] | -0.9011551 | -0.9241409 | -0.8886678 |
silicate | Atlantic | (27.5,27.75] | -0.9012480 | -0.9311690 | -0.8846381 |
silicate | Atlantic | (27.75,27.85] | -0.9401125 | -0.9456289 | -0.9368359 |
silicate | Atlantic | (27.85,27.95] | -0.9233947 | -0.9338398 | -0.9122007 |
silicate | Atlantic | (27.95,28.05] | -0.8835841 | -0.9054679 | -0.8576601 |
silicate | Atlantic | (28.05,28.1] | -0.9554569 | -0.9641964 | -0.9422301 |
silicate | Atlantic | (28.1,28.15] | -0.9661376 | -0.9710621 | -0.9572578 |
silicate | Atlantic | (28.15,28.2] | -0.9554015 | -0.9647814 | -0.9482018 |
silicate | Atlantic | (28.2, Inf] | -0.8680835 | -0.9013269 | -0.8300032 |
silicate | Indo-Pacific | (-Inf,26] | 0.0614746 | -0.2135743 | 0.3310620 |
silicate | Indo-Pacific | (26,26.5] | -0.6188657 | -0.6771023 | -0.5875959 |
silicate | Indo-Pacific | (26.5,26.75] | -0.7486014 | -0.7673447 | -0.7223564 |
silicate | Indo-Pacific | (26.75,27] | -0.7217778 | -0.7364770 | -0.7089849 |
silicate | Indo-Pacific | (27,27.25] | -0.5851562 | -0.6482716 | -0.5005527 |
silicate | Indo-Pacific | (27.25,27.5] | -0.4212002 | -0.4989775 | -0.3229519 |
silicate | Indo-Pacific | (27.5,27.75] | 0.0767128 | -0.0683847 | 0.3197003 |
silicate | Indo-Pacific | (27.75,27.85] | 0.5638447 | 0.3917050 | 0.7469837 |
silicate | Indo-Pacific | (27.85,27.95] | 0.5946091 | 0.3710824 | 0.7650066 |
silicate | Indo-Pacific | (27.95,28.05] | 0.4129038 | -0.0086478 | 0.6718206 |
silicate | Indo-Pacific | (28.05,28.1] | 0.4966866 | 0.2260330 | 0.6446777 |
silicate | Indo-Pacific | (28.1,28.2] | 0.4895089 | 0.3460663 | 0.6143500 |
silicate | Indo-Pacific | (28.2,28.3] | 0.5311798 | 0.4509499 | 0.6781856 |
silicate | Indo-Pacific | (28.3, Inf] | -0.3408231 | -0.3952041 | -0.2659708 |
temp | Atlantic | (-Inf,26] | -0.5968331 | -0.9749021 | -0.0055925 |
temp | Atlantic | (26,26.5] | -0.2438743 | -0.2853220 | -0.1682493 |
temp | Atlantic | (26.5,26.75] | -0.4571624 | -0.8313551 | -0.0146797 |
temp | Atlantic | (26.75,27] | -0.6116246 | -0.7768505 | -0.4018030 |
temp | Atlantic | (27,27.25] | -0.6613452 | -0.8132837 | -0.3651128 |
temp | Atlantic | (27.25,27.5] | -0.4155717 | -0.5979667 | -0.1191511 |
temp | Atlantic | (27.5,27.75] | -0.3167127 | -0.3789762 | -0.1997815 |
temp | Atlantic | (27.75,27.85] | 0.3347984 | 0.3221803 | 0.3479413 |
temp | Atlantic | (27.85,27.95] | 0.4632321 | 0.4257268 | 0.5319312 |
temp | Atlantic | (27.95,28.05] | 0.4947493 | 0.3365706 | 0.6256700 |
temp | Atlantic | (28.05,28.1] | 0.8031037 | 0.7926757 | 0.8168507 |
temp | Atlantic | (28.1,28.15] | 0.8464989 | 0.8397424 | 0.8529119 |
temp | Atlantic | (28.15,28.2] | 0.8701310 | 0.8571321 | 0.8827194 |
temp | Atlantic | (28.2, Inf] | 0.8165520 | 0.7117565 | 0.9191739 |
temp | Indo-Pacific | (-Inf,26] | -0.5155279 | -0.5670445 | -0.4452030 |
temp | Indo-Pacific | (26,26.5] | 0.2195594 | 0.1932186 | 0.2616190 |
temp | Indo-Pacific | (26.5,26.75] | 0.3896722 | 0.2904355 | 0.4462911 |
temp | Indo-Pacific | (26.75,27] | 0.3301489 | 0.2870766 | 0.4157267 |
temp | Indo-Pacific | (27,27.25] | 0.2735263 | 0.1851479 | 0.3325683 |
temp | Indo-Pacific | (27.25,27.5] | 0.2893434 | 0.2682238 | 0.3088375 |
temp | Indo-Pacific | (27.5,27.75] | 0.0462471 | -0.0632902 | 0.2060220 |
temp | Indo-Pacific | (27.75,27.85] | -0.2010850 | -0.4112710 | 0.0769555 |
temp | Indo-Pacific | (27.85,27.95] | -0.1651466 | -0.3934753 | 0.0522322 |
temp | Indo-Pacific | (27.95,28.05] | -0.2161128 | -0.4960805 | -0.0093486 |
temp | Indo-Pacific | (28.05,28.1] | -0.0985884 | -0.2983490 | 0.0378697 |
temp | Indo-Pacific | (28.1,28.2] | -0.0857691 | -0.1864064 | 0.0087134 |
temp | Indo-Pacific | (28.2,28.3] | 0.0110043 | -0.0707889 | 0.1282493 |
temp | Indo-Pacific | (28.3, Inf] | -0.0267657 | -0.1406637 | 0.1543540 |
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