eMLR - assumption testing
Jens Daniel Müller and Donghe Zhu
23 July, 2021
Last updated: 2021-07-23
Checks: 7 0
Knit directory: emlr_mod_v_XXX/
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| Rmd | 8e8abf5 | Jens Müller | 2020-12-18 | Initial commit |
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))))
)
}
| Version | Author | Date |
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| 419cb72 | Donghe-Zhu | 2021-07-22 |
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| 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 |
|---|---|---|
| 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 |
|---|---|---|
| 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 |
|---|---|---|
| 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 |
|---|---|---|
| 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 |
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 |
|---|---|---|
| 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] | 0.9895697 | 0.9863449 | 0.9932728 |
| aou + nitrate | Atlantic | (26,26.5] | 0.9919292 | 0.9900433 | 0.9941689 |
| aou + nitrate | Atlantic | (26.5,26.75] | 0.9900839 | 0.9891976 | 0.9917468 |
| aou + nitrate | Atlantic | (26.75,27] | 0.9656964 | 0.9649106 | 0.9671509 |
| aou + nitrate | Atlantic | (27,27.25] | 0.8527962 | 0.8151911 | 0.8810297 |
| aou + nitrate | Atlantic | (27.25,27.5] | 0.5240010 | 0.3969816 | 0.6334091 |
| aou + nitrate | Atlantic | (27.5,27.75] | 0.7624894 | 0.7550791 | 0.7679226 |
| aou + nitrate | Atlantic | (27.75,27.85] | 0.9499623 | 0.9313877 | 0.9739958 |
| aou + nitrate | Atlantic | (27.85,27.95] | 0.9431273 | 0.9369996 | 0.9506880 |
| aou + nitrate | Atlantic | (27.95,28.05] | 0.9824262 | 0.9797663 | 0.9876061 |
| aou + nitrate | Atlantic | (28.05,28.1] | 0.9538806 | 0.9440975 | 0.9657422 |
| aou + nitrate | Atlantic | (28.1,28.15] | 0.9435945 | 0.9232836 | 0.9545897 |
| aou + nitrate | Atlantic | (28.15,28.2] | 0.9098816 | 0.8622140 | 0.9566061 |
| aou + nitrate | Atlantic | (28.2, Inf] | -0.0529976 | -0.1981604 | 0.1884545 |
| aou + nitrate | Indian | (-Inf,26] | 0.9949072 | 0.9939668 | 0.9959918 |
| aou + nitrate | Indian | (26,26.5] | 0.9883050 | 0.9852005 | 0.9908100 |
| aou + nitrate | Indian | (26.5,26.75] | 0.9769694 | 0.9641838 | 0.9845510 |
| aou + nitrate | Indian | (26.75,27] | 0.9650554 | 0.9621712 | 0.9683773 |
| aou + nitrate | Indian | (27,27.25] | 0.9216010 | 0.9054082 | 0.9310351 |
| aou + nitrate | Indian | (27.25,27.5] | 0.8744342 | 0.8404887 | 0.9012197 |
| aou + nitrate | Indian | (27.5,27.75] | 0.9716606 | 0.9610385 | 0.9833093 |
| aou + nitrate | Indian | (27.75,27.85] | 0.9912924 | 0.9880900 | 0.9934903 |
| aou + nitrate | Indian | (27.85,27.95] | 0.9924653 | 0.9893185 | 0.9950082 |
| aou + nitrate | Indian | (27.95,28.05] | 0.9946999 | 0.9946514 | 0.9947820 |
| aou + nitrate | Indian | (28.05,28.1] | 0.9734890 | 0.9425025 | 0.9914834 |
| aou + nitrate | Indian | (28.1,28.2] | 0.9423428 | 0.9349104 | 0.9515585 |
| aou + nitrate | Indian | (28.2,28.3] | -0.0559488 | -0.7074096 | 0.5955119 |
| aou + nitrate | N_Atlantic | (-Inf,26] | 0.9910156 | 0.9864732 | 0.9955579 |
| aou + nitrate | N_Atlantic | (26,26.5] | 0.9751717 | 0.9691707 | 0.9791075 |
| aou + nitrate | N_Atlantic | (26.5,26.75] | 0.9833854 | 0.9768462 | 0.9867647 |
| aou + nitrate | N_Atlantic | (26.75,27] | 0.9730978 | 0.9599474 | 0.9853702 |
| aou + nitrate | N_Atlantic | (27,27.25] | 0.9319411 | 0.9247783 | 0.9396248 |
| aou + nitrate | N_Atlantic | (27.25,27.5] | 0.7329101 | 0.6168950 | 0.8593626 |
| aou + nitrate | N_Atlantic | (27.5,27.75] | 0.6008825 | 0.4207000 | 0.7138535 |
| aou + nitrate | N_Atlantic | (27.75,27.85] | 0.7466358 | 0.6601844 | 0.7901745 |
| aou + nitrate | N_Atlantic | (27.85,27.95] | 0.7727614 | 0.7490109 | 0.7987391 |
| aou + nitrate | N_Atlantic | (27.95,28.05] | 0.8493599 | 0.6750835 | 0.9385106 |
| aou + nitrate | N_Atlantic | (28.05,28.1] | 0.9919306 | 0.9893138 | 0.9937866 |
| aou + nitrate | N_Atlantic | (28.1,28.15] | 0.9986390 | 0.9971953 | 0.9995121 |
| aou + nitrate | N_Atlantic | (28.15,28.2] | 0.8962528 | 0.6909107 | 1.0000000 |
| aou + nitrate | N_Atlantic | (28.2, Inf] | 0.9781176 | 0.9664654 | 0.9974790 |
| aou + nitrate | N_Pacific | (-Inf,26] | 0.9533473 | 0.9294629 | 0.9708533 |
| aou + nitrate | N_Pacific | (26,26.5] | 0.9776761 | 0.9760300 | 0.9791614 |
| aou + nitrate | N_Pacific | (26.5,26.75] | 0.9727924 | 0.9629954 | 0.9793212 |
| aou + nitrate | N_Pacific | (26.75,27] | 0.9349108 | 0.9128949 | 0.9609796 |
| aou + nitrate | N_Pacific | (27,27.25] | 0.9451644 | 0.9102829 | 0.9802464 |
| aou + nitrate | N_Pacific | (27.25,27.5] | 0.9182595 | 0.8883961 | 0.9380391 |
| aou + nitrate | N_Pacific | (27.5,27.75] | 0.8501684 | 0.7559993 | 0.8988944 |
| aou + nitrate | N_Pacific | (27.75,27.85] | 0.9899899 | 0.9883877 | 0.9919317 |
| aou + nitrate | N_Pacific | (27.85,27.95] | 0.9973407 | 0.9965264 | 0.9983688 |
| aou + nitrate | N_Pacific | (27.95,28.05] | 0.9992389 | 0.9987949 | 0.9998589 |
| aou + nitrate | N_Pacific | (28.05,28.1] | 0.9995836 | 0.9995106 | 0.9996558 |
| aou + nitrate | N_Pacific | (28.1,28.2] | 0.9908356 | 0.9870962 | 0.9940635 |
| aou + nitrate | Pacific | (-Inf,26] | 0.9694271 | 0.9635800 | 0.9795339 |
| aou + nitrate | Pacific | (26,26.5] | 0.9325067 | 0.9238280 | 0.9405369 |
| aou + nitrate | Pacific | (26.5,26.75] | 0.8173715 | 0.7431999 | 0.8589345 |
| aou + nitrate | Pacific | (26.75,27] | 0.7737378 | 0.6199602 | 0.8549460 |
| aou + nitrate | Pacific | (27,27.25] | 0.7946927 | 0.6029432 | 0.8960417 |
| aou + nitrate | Pacific | (27.25,27.5] | 0.7919142 | 0.5661393 | 0.9195579 |
| aou + nitrate | Pacific | (27.5,27.75] | 0.9324150 | 0.8561193 | 0.9722047 |
| aou + nitrate | Pacific | (27.75,27.85] | 0.9913532 | 0.9842398 | 0.9960789 |
| aou + nitrate | Pacific | (27.85,27.95] | 0.9809371 | 0.9713598 | 0.9874380 |
| aou + nitrate | Pacific | (27.95,28.05] | 0.9908101 | 0.9882102 | 0.9936724 |
| aou + nitrate | Pacific | (28.05,28.1] | 0.9868109 | 0.9839668 | 0.9888328 |
| aou + nitrate | Pacific | (28.1,28.2] | 0.9878337 | 0.9873599 | 0.9882098 |
| aou + nitrate | SO | (-Inf,26] | 0.9199677 | 0.8628444 | 0.9766401 |
| aou + nitrate | SO | (26,26.5] | 0.9513641 | 0.9374575 | 0.9663434 |
| aou + nitrate | SO | (26.5,26.75] | 0.9296659 | 0.9186908 | 0.9403621 |
| aou + nitrate | SO | (26.75,27] | 0.8829737 | 0.8638881 | 0.8969854 |
| aou + nitrate | SO | (27,27.25] | 0.8869297 | 0.8778474 | 0.8929908 |
| aou + nitrate | SO | (27.25,27.5] | 0.9025835 | 0.8818434 | 0.9241898 |
| aou + nitrate | SO | (27.5,27.75] | 0.9143191 | 0.9083673 | 0.9208041 |
| aou + nitrate | SO | (27.75,27.85] | 0.8636502 | 0.8471385 | 0.8895739 |
| aou + nitrate | SO | (27.85,27.95] | 0.8586442 | 0.8457212 | 0.8812728 |
| aou + nitrate | SO | (27.95,28.05] | 0.8016204 | 0.7847191 | 0.8142665 |
| aou + nitrate | SO | (28.05,28.1] | 0.6569013 | 0.6091069 | 0.6957186 |
| aou + nitrate | SO | (28.1,28.15] | 0.5444814 | 0.5004582 | 0.5912728 |
| aou + nitrate | SO | (28.1,28.2] | 0.7311978 | 0.6655209 | 0.7762614 |
| aou + nitrate | SO | (28.15,28.2] | 0.6846056 | 0.5682024 | 0.7922889 |
| aou + nitrate | SO | (28.2, Inf] | 0.9085586 | 0.8407742 | 0.9486004 |
| aou + nitrate | SO | (28.2,28.3] | 0.9455075 | 0.9339716 | 0.9583268 |
| aou + nitrate | SO | (28.3, Inf] | 0.2147664 | -0.8825079 | 0.9974458 |
| aou + phosphate | Atlantic | (-Inf,26] | 0.9242042 | 0.8769462 | 0.9573924 |
| aou + phosphate | Atlantic | (26,26.5] | 0.9838953 | 0.9817696 | 0.9869590 |
| aou + phosphate | Atlantic | (26.5,26.75] | 0.9865798 | 0.9857023 | 0.9879951 |
| aou + phosphate | Atlantic | (26.75,27] | 0.9571713 | 0.9551893 | 0.9594389 |
| aou + phosphate | Atlantic | (27,27.25] | 0.8328364 | 0.7810645 | 0.8728049 |
| aou + phosphate | Atlantic | (27.25,27.5] | 0.4778180 | 0.3267329 | 0.6014137 |
| aou + phosphate | Atlantic | (27.5,27.75] | 0.7466305 | 0.7302482 | 0.7612514 |
| aou + phosphate | Atlantic | (27.75,27.85] | 0.9427133 | 0.9315067 | 0.9641996 |
| aou + phosphate | Atlantic | (27.85,27.95] | 0.8508303 | 0.8325649 | 0.8609197 |
| aou + phosphate | Atlantic | (27.95,28.05] | 0.9408757 | 0.9320759 | 0.9566162 |
| aou + phosphate | Atlantic | (28.05,28.1] | 0.9445833 | 0.9295075 | 0.9598886 |
| aou + phosphate | Atlantic | (28.1,28.15] | 0.9295692 | 0.9043760 | 0.9431016 |
| aou + phosphate | Atlantic | (28.15,28.2] | 0.9001662 | 0.8474134 | 0.9515826 |
| aou + phosphate | Atlantic | (28.2, Inf] | -0.0677222 | -0.2307774 | 0.1762902 |
| aou + phosphate | Indian | (-Inf,26] | 0.9972755 | 0.9965084 | 0.9979087 |
| aou + phosphate | Indian | (26,26.5] | 0.9959607 | 0.9935712 | 0.9976388 |
| aou + phosphate | Indian | (26.5,26.75] | 0.9918448 | 0.9834170 | 0.9969040 |
| aou + phosphate | Indian | (26.75,27] | 0.9874019 | 0.9835600 | 0.9901263 |
| aou + phosphate | Indian | (27,27.25] | 0.9632489 | 0.9608920 | 0.9645243 |
| aou + phosphate | Indian | (27.25,27.5] | 0.9111374 | 0.8886497 | 0.9333463 |
| aou + phosphate | Indian | (27.5,27.75] | 0.9748689 | 0.9635751 | 0.9859930 |
| aou + phosphate | Indian | (27.75,27.85] | 0.9949157 | 0.9925027 | 0.9963611 |
| aou + phosphate | Indian | (27.85,27.95] | 0.9960228 | 0.9944784 | 0.9969891 |
| aou + phosphate | Indian | (27.95,28.05] | 0.9973275 | 0.9972560 | 0.9973729 |
| aou + phosphate | Indian | (28.05,28.1] | 0.9786188 | 0.9532027 | 0.9933827 |
| aou + phosphate | Indian | (28.1,28.2] | 0.9513216 | 0.9462890 | 0.9561062 |
| aou + phosphate | Indian | (28.2,28.3] | -0.0637423 | -0.7164894 | 0.5890047 |
| aou + phosphate | N_Atlantic | (-Inf,26] | 0.9892553 | 0.9822521 | 0.9962586 |
| aou + phosphate | N_Atlantic | (26,26.5] | 0.9718350 | 0.9651403 | 0.9766894 |
| aou + phosphate | N_Atlantic | (26.5,26.75] | 0.9838767 | 0.9811691 | 0.9858320 |
| aou + phosphate | N_Atlantic | (26.75,27] | 0.9727699 | 0.9621137 | 0.9851448 |
| aou + phosphate | N_Atlantic | (27,27.25] | 0.9544459 | 0.9441592 | 0.9650454 |
| aou + phosphate | N_Atlantic | (27.25,27.5] | 0.8199158 | 0.7451738 | 0.9143773 |
| aou + phosphate | N_Atlantic | (27.5,27.75] | 0.6917533 | 0.5288670 | 0.7980421 |
| aou + phosphate | N_Atlantic | (27.75,27.85] | 0.7980156 | 0.7019506 | 0.8608653 |
| aou + phosphate | N_Atlantic | (27.85,27.95] | 0.7655684 | 0.7335865 | 0.8207501 |
| aou + phosphate | N_Atlantic | (27.95,28.05] | 0.7965569 | 0.7275334 | 0.8569463 |
| aou + phosphate | N_Atlantic | (28.05,28.1] | 0.9777819 | 0.9720848 | 0.9813455 |
| aou + phosphate | N_Atlantic | (28.1,28.15] | 0.9943000 | 0.9925701 | 0.9966280 |
| aou + phosphate | N_Atlantic | (28.15,28.2] | -0.3155611 | -1.0000000 | 0.2916662 |
| aou + phosphate | N_Atlantic | (28.2, Inf] | -0.9404463 | -0.9611019 | -0.9202158 |
| aou + phosphate | N_Pacific | (-Inf,26] | 0.9317906 | 0.9160397 | 0.9587564 |
| aou + phosphate | N_Pacific | (26,26.5] | 0.9765051 | 0.9709123 | 0.9828781 |
| aou + phosphate | N_Pacific | (26.5,26.75] | 0.9845159 | 0.9809592 | 0.9890599 |
| aou + phosphate | N_Pacific | (26.75,27] | 0.9732279 | 0.9647830 | 0.9794091 |
| aou + phosphate | N_Pacific | (27,27.25] | 0.9931158 | 0.9923683 | 0.9941657 |
| aou + phosphate | N_Pacific | (27.25,27.5] | 0.9736568 | 0.9726152 | 0.9756683 |
| aou + phosphate | N_Pacific | (27.5,27.75] | 0.9809677 | 0.9753610 | 0.9858544 |
| aou + phosphate | N_Pacific | (27.75,27.85] | 0.9943130 | 0.9934860 | 0.9948574 |
| aou + phosphate | N_Pacific | (27.85,27.95] | 0.9983462 | 0.9974117 | 0.9995164 |
| aou + phosphate | N_Pacific | (27.95,28.05] | 0.9974137 | 0.9958870 | 0.9998812 |
| aou + phosphate | N_Pacific | (28.05,28.1] | 0.9996262 | 0.9995844 | 0.9996651 |
| aou + phosphate | N_Pacific | (28.1,28.2] | 0.9911248 | 0.9876512 | 0.9942090 |
| aou + phosphate | Pacific | (-Inf,26] | 0.9743982 | 0.9653973 | 0.9842080 |
| aou + phosphate | Pacific | (26,26.5] | 0.9879089 | 0.9856901 | 0.9902316 |
| aou + phosphate | Pacific | (26.5,26.75] | 0.9913506 | 0.9908065 | 0.9918393 |
| aou + phosphate | Pacific | (26.75,27] | 0.9854376 | 0.9812431 | 0.9886508 |
| aou + phosphate | Pacific | (27,27.25] | 0.9785248 | 0.9758621 | 0.9835389 |
| aou + phosphate | Pacific | (27.25,27.5] | 0.9768192 | 0.9706189 | 0.9824287 |
| aou + phosphate | Pacific | (27.5,27.75] | 0.9835524 | 0.9752992 | 0.9879706 |
| aou + phosphate | Pacific | (27.75,27.85] | 0.9886139 | 0.9810553 | 0.9934043 |
| aou + phosphate | Pacific | (27.85,27.95] | 0.9925822 | 0.9890218 | 0.9950726 |
| aou + phosphate | Pacific | (27.95,28.05] | 0.9970507 | 0.9962689 | 0.9981975 |
| aou + phosphate | Pacific | (28.05,28.1] | 0.9907524 | 0.9884758 | 0.9922913 |
| aou + phosphate | Pacific | (28.1,28.2] | 0.9885330 | 0.9882711 | 0.9889595 |
| aou + phosphate | SO | (-Inf,26] | 0.8909550 | 0.7927421 | 0.9590732 |
| aou + phosphate | SO | (26,26.5] | 0.9505142 | 0.9319984 | 0.9681631 |
| aou + phosphate | SO | (26.5,26.75] | 0.9361960 | 0.9251566 | 0.9431660 |
| aou + phosphate | SO | (26.75,27] | 0.8941897 | 0.8745409 | 0.9059977 |
| aou + phosphate | SO | (27,27.25] | 0.8966692 | 0.8891904 | 0.9017322 |
| aou + phosphate | SO | (27.25,27.5] | 0.9175854 | 0.9007444 | 0.9353331 |
| aou + phosphate | SO | (27.5,27.75] | 0.9061739 | 0.9004876 | 0.9125028 |
| aou + phosphate | SO | (27.75,27.85] | 0.8704416 | 0.8595914 | 0.8866390 |
| aou + phosphate | SO | (27.85,27.95] | 0.8600104 | 0.8440889 | 0.8910695 |
| aou + phosphate | SO | (27.95,28.05] | 0.7826181 | 0.7573145 | 0.7977689 |
| aou + phosphate | SO | (28.05,28.1] | 0.6003925 | 0.5597609 | 0.6484105 |
| aou + phosphate | SO | (28.1,28.15] | 0.4529189 | 0.4046117 | 0.4850778 |
| aou + phosphate | SO | (28.1,28.2] | 0.6709062 | 0.6130244 | 0.7190199 |
| aou + phosphate | SO | (28.15,28.2] | 0.5741508 | 0.4482178 | 0.6845522 |
| aou + phosphate | SO | (28.2, Inf] | 0.8661782 | 0.7724232 | 0.9202350 |
| aou + phosphate | SO | (28.2,28.3] | 0.8983482 | 0.8912373 | 0.9087999 |
| aou + phosphate | SO | (28.3, Inf] | 0.1753788 | -0.9839436 | 0.9979523 |
| aou + phosphate_star | Atlantic | (-Inf,26] | 0.4777258 | 0.3387621 | 0.7345395 |
| aou + phosphate_star | Atlantic | (26,26.5] | 0.7327897 | 0.7133194 | 0.7594443 |
| aou + phosphate_star | Atlantic | (26.5,26.75] | 0.6870326 | 0.6392321 | 0.7182181 |
| aou + phosphate_star | Atlantic | (26.75,27] | 0.3599367 | 0.2805296 | 0.4045335 |
| aou + phosphate_star | Atlantic | (27,27.25] | -0.0198095 | -0.1690476 | 0.0843810 |
| aou + phosphate_star | Atlantic | (27.25,27.5] | -0.1495865 | -0.2532967 | -0.0595655 |
| aou + phosphate_star | Atlantic | (27.5,27.75] | 0.4457909 | 0.4240510 | 0.4598406 |
| aou + phosphate_star | Atlantic | (27.75,27.85] | 0.8176553 | 0.7582872 | 0.8922502 |
| aou + phosphate_star | Atlantic | (27.85,27.95] | 0.2178365 | 0.1686887 | 0.2635695 |
| aou + phosphate_star | Atlantic | (27.95,28.05] | 0.6953100 | 0.6577803 | 0.7603544 |
| aou + phosphate_star | Atlantic | (28.05,28.1] | 0.7973829 | 0.7578529 | 0.8414658 |
| aou + phosphate_star | Atlantic | (28.1,28.15] | 0.8500091 | 0.8060990 | 0.8782079 |
| aou + phosphate_star | Atlantic | (28.15,28.2] | 0.7617518 | 0.6123573 | 0.8910411 |
| aou + phosphate_star | Atlantic | (28.2, Inf] | -0.0628959 | -0.4173770 | 0.1505878 |
| aou + phosphate_star | Indian | (-Inf,26] | 0.9564818 | 0.9329591 | 0.9691363 |
| aou + phosphate_star | Indian | (26,26.5] | 0.9196441 | 0.8711837 | 0.9498554 |
| aou + phosphate_star | Indian | (26.5,26.75] | 0.8118424 | 0.6936207 | 0.9012845 |
| aou + phosphate_star | Indian | (26.75,27] | 0.0304892 | -0.0249461 | 0.0589274 |
| aou + phosphate_star | Indian | (27,27.25] | -0.7072125 | -0.7505970 | -0.6835266 |
| aou + phosphate_star | Indian | (27.25,27.5] | -0.7874765 | -0.7949624 | -0.7759500 |
| aou + phosphate_star | Indian | (27.5,27.75] | -0.7969855 | -0.8704604 | -0.7572390 |
| aou + phosphate_star | Indian | (27.75,27.85] | -0.3816766 | -0.4265806 | -0.3196684 |
| aou + phosphate_star | Indian | (27.85,27.95] | 0.8464296 | 0.8407000 | 0.8522136 |
| aou + phosphate_star | Indian | (27.95,28.05] | 0.8918516 | 0.8191414 | 0.9406754 |
| aou + phosphate_star | Indian | (28.05,28.1] | 0.7009653 | 0.3722787 | 0.8958976 |
| aou + phosphate_star | Indian | (28.1,28.2] | -0.1852266 | -0.6561588 | 0.1062810 |
| aou + phosphate_star | Indian | (28.2,28.3] | -0.4423024 | -0.8848297 | 0.0002249 |
| aou + phosphate_star | N_Atlantic | (-Inf,26] | 0.7909517 | 0.7772196 | 0.8046839 |
| aou + phosphate_star | N_Atlantic | (26,26.5] | 0.6339870 | 0.4014512 | 0.8045896 |
| aou + phosphate_star | N_Atlantic | (26.5,26.75] | 0.5160363 | 0.3550156 | 0.6182644 |
| aou + phosphate_star | N_Atlantic | (26.75,27] | 0.5152683 | 0.4057195 | 0.7036529 |
| aou + phosphate_star | N_Atlantic | (27,27.25] | 0.1779254 | 0.0928902 | 0.2466803 |
| aou + phosphate_star | N_Atlantic | (27.25,27.5] | -0.2648310 | -0.5043088 | -0.1192596 |
| aou + phosphate_star | N_Atlantic | (27.5,27.75] | -0.4273578 | -0.4945298 | -0.3057802 |
| aou + phosphate_star | N_Atlantic | (27.75,27.85] | -0.6052385 | -0.6561100 | -0.5786899 |
| aou + phosphate_star | N_Atlantic | (27.85,27.95] | -0.7771313 | -0.8325355 | -0.7440429 |
| aou + phosphate_star | N_Atlantic | (27.95,28.05] | -0.2505021 | -0.5465043 | -0.0724026 |
| aou + phosphate_star | N_Atlantic | (28.05,28.1] | 0.8855756 | 0.8657028 | 0.9121471 |
| aou + phosphate_star | N_Atlantic | (28.1,28.15] | 0.9609924 | 0.9443151 | 0.9782308 |
| aou + phosphate_star | N_Atlantic | (28.15,28.2] | -0.8822438 | -1.0000000 | -0.7077088 |
| aou + phosphate_star | N_Atlantic | (28.2, Inf] | -0.9759381 | -0.9853629 | -0.9653877 |
| aou + phosphate_star | N_Pacific | (-Inf,26] | 0.3281832 | -0.0598158 | 0.6197345 |
| aou + phosphate_star | N_Pacific | (26,26.5] | 0.6071355 | 0.4701618 | 0.7059202 |
| aou + phosphate_star | N_Pacific | (26.5,26.75] | 0.3624842 | 0.3234014 | 0.4051475 |
| aou + phosphate_star | N_Pacific | (26.75,27] | 0.0178888 | -0.0270347 | 0.0905944 |
| aou + phosphate_star | N_Pacific | (27,27.25] | 0.6831566 | 0.6292974 | 0.7235165 |
| aou + phosphate_star | N_Pacific | (27.25,27.5] | 0.6136726 | 0.6006089 | 0.6277641 |
| aou + phosphate_star | N_Pacific | (27.5,27.75] | -0.8755176 | -0.9051333 | -0.8320986 |
| aou + phosphate_star | N_Pacific | (27.75,27.85] | -0.9581182 | -0.9739742 | -0.9426175 |
| aou + phosphate_star | N_Pacific | (27.85,27.95] | -0.8868331 | -0.9885662 | -0.8285201 |
| aou + phosphate_star | N_Pacific | (27.95,28.05] | -0.7160352 | -0.9587436 | -0.5781287 |
| aou + phosphate_star | N_Pacific | (28.05,28.1] | -0.8873445 | -0.9022514 | -0.8758100 |
| aou + phosphate_star | N_Pacific | (28.1,28.2] | 0.7558084 | 0.7131515 | 0.8172582 |
| aou + phosphate_star | Pacific | (-Inf,26] | 0.7355911 | 0.6747912 | 0.8518544 |
| aou + phosphate_star | Pacific | (26,26.5] | 0.8173462 | 0.7881118 | 0.8362626 |
| aou + phosphate_star | Pacific | (26.5,26.75] | 0.7486476 | 0.6883846 | 0.7797887 |
| aou + phosphate_star | Pacific | (26.75,27] | 0.5923392 | 0.4862889 | 0.6756946 |
| aou + phosphate_star | Pacific | (27,27.25] | -0.0156892 | -0.2102936 | 0.1612261 |
| aou + phosphate_star | Pacific | (27.25,27.5] | -0.2591472 | -0.4482712 | 0.0400946 |
| aou + phosphate_star | Pacific | (27.5,27.75] | -0.4248460 | -0.5811837 | -0.1762985 |
| aou + phosphate_star | Pacific | (27.75,27.85] | -0.2145772 | -0.4072447 | 0.0304129 |
| aou + phosphate_star | Pacific | (27.85,27.95] | 0.3311959 | 0.3208700 | 0.3379113 |
| aou + phosphate_star | Pacific | (27.95,28.05] | 0.2946412 | 0.1436106 | 0.4064920 |
| aou + phosphate_star | Pacific | (28.05,28.1] | 0.3615165 | 0.3091114 | 0.4340510 |
| aou + phosphate_star | Pacific | (28.1,28.2] | 0.3462064 | 0.2570367 | 0.3920040 |
| aou + phosphate_star | SO | (-Inf,26] | 0.6044969 | 0.4621687 | 0.7069544 |
| aou + phosphate_star | SO | (26,26.5] | 0.7381683 | 0.6067316 | 0.8427084 |
| aou + phosphate_star | SO | (26.5,26.75] | 0.5679574 | 0.4981550 | 0.6289174 |
| aou + phosphate_star | SO | (26.75,27] | 0.2912155 | 0.2578566 | 0.3394148 |
| aou + phosphate_star | SO | (27,27.25] | -0.1988898 | -0.3976482 | -0.0699926 |
| aou + phosphate_star | SO | (27.25,27.5] | -0.4943182 | -0.6255830 | -0.3764031 |
| aou + phosphate_star | SO | (27.5,27.75] | -0.8421649 | -0.8659779 | -0.8087842 |
| aou + phosphate_star | SO | (27.75,27.85] | -0.3007307 | -0.4419637 | -0.1588387 |
| aou + phosphate_star | SO | (27.85,27.95] | -0.0331884 | -0.2103372 | 0.1957846 |
| aou + phosphate_star | SO | (27.95,28.05] | -0.3107153 | -0.4650194 | -0.2056617 |
| aou + phosphate_star | SO | (28.05,28.1] | -0.5815045 | -0.7478424 | -0.3742490 |
| aou + phosphate_star | SO | (28.1,28.15] | -0.5930963 | -0.8150220 | -0.2734078 |
| aou + phosphate_star | SO | (28.1,28.2] | -0.7688377 | -0.8379936 | -0.6874384 |
| aou + phosphate_star | SO | (28.15,28.2] | -0.7595085 | -0.8768196 | -0.6928688 |
| aou + phosphate_star | SO | (28.2, Inf] | 0.0560155 | -0.1451487 | 0.2471448 |
| aou + phosphate_star | SO | (28.2,28.3] | -0.8079484 | -0.9080462 | -0.6277033 |
| aou + phosphate_star | SO | (28.3, Inf] | -0.5077918 | -0.9980202 | 0.4463396 |
| nitrate + phosphate | Atlantic | (-Inf,26] | 0.9088370 | 0.8583739 | 0.9472160 |
| nitrate + phosphate | Atlantic | (26,26.5] | 0.9930238 | 0.9908555 | 0.9945829 |
| nitrate + phosphate | Atlantic | (26.5,26.75] | 0.9972363 | 0.9971102 | 0.9973622 |
| nitrate + phosphate | Atlantic | (26.75,27] | 0.9977579 | 0.9975217 | 0.9979499 |
| nitrate + phosphate | Atlantic | (27,27.25] | 0.9968727 | 0.9964847 | 0.9975537 |
| nitrate + phosphate | Atlantic | (27.25,27.5] | 0.9955061 | 0.9934429 | 0.9969320 |
| nitrate + phosphate | Atlantic | (27.5,27.75] | 0.9954033 | 0.9947254 | 0.9962115 |
| nitrate + phosphate | Atlantic | (27.75,27.85] | 0.9912782 | 0.9908204 | 0.9916002 |
| nitrate + phosphate | Atlantic | (27.85,27.95] | 0.9379102 | 0.9275833 | 0.9452822 |
| nitrate + phosphate | Atlantic | (27.95,28.05] | 0.9710579 | 0.9675140 | 0.9736748 |
| nitrate + phosphate | Atlantic | (28.05,28.1] | 0.9969901 | 0.9966207 | 0.9973704 |
| nitrate + phosphate | Atlantic | (28.1,28.15] | 0.9983054 | 0.9978290 | 0.9986604 |
| nitrate + phosphate | Atlantic | (28.15,28.2] | 0.9996185 | 0.9994392 | 0.9998127 |
| nitrate + phosphate | Atlantic | (28.2, Inf] | 0.9987662 | 0.9974462 | 0.9996642 |
| nitrate + phosphate | Indian | (-Inf,26] | 0.9936569 | 0.9915669 | 0.9953404 |
| nitrate + phosphate | Indian | (26,26.5] | 0.9894049 | 0.9859780 | 0.9919697 |
| nitrate + phosphate | Indian | (26.5,26.75] | 0.9873847 | 0.9817937 | 0.9906546 |
| nitrate + phosphate | Indian | (26.75,27] | 0.9787262 | 0.9685452 | 0.9880778 |
| nitrate + phosphate | Indian | (27,27.25] | 0.9812208 | 0.9728250 | 0.9886197 |
| nitrate + phosphate | Indian | (27.25,27.5] | 0.9956940 | 0.9940167 | 0.9965968 |
| nitrate + phosphate | Indian | (27.5,27.75] | 0.9983039 | 0.9979615 | 0.9988755 |
| nitrate + phosphate | Indian | (27.75,27.85] | 0.9978168 | 0.9973451 | 0.9986780 |
| nitrate + phosphate | Indian | (27.85,27.95] | 0.9986399 | 0.9985397 | 0.9987146 |
| nitrate + phosphate | Indian | (27.95,28.05] | 0.9989829 | 0.9983807 | 0.9994352 |
| nitrate + phosphate | Indian | (28.05,28.1] | 0.9970651 | 0.9929847 | 0.9995380 |
| nitrate + phosphate | Indian | (28.1,28.2] | 0.9874003 | 0.9770301 | 0.9948853 |
| nitrate + phosphate | Indian | (28.2,28.3] | 0.9997081 | 0.9995053 | 0.9999109 |
| nitrate + phosphate | N_Atlantic | (-Inf,26] | 0.9997546 | 0.9995394 | 0.9999699 |
| nitrate + phosphate | N_Atlantic | (26,26.5] | 0.9993191 | 0.9990125 | 0.9998442 |
| nitrate + phosphate | N_Atlantic | (26.5,26.75] | 0.9952701 | 0.9931669 | 0.9966099 |
| nitrate + phosphate | N_Atlantic | (26.75,27] | 0.9973140 | 0.9969871 | 0.9978931 |
| nitrate + phosphate | N_Atlantic | (27,27.25] | 0.9945933 | 0.9934488 | 0.9960447 |
| nitrate + phosphate | N_Atlantic | (27.25,27.5] | 0.9877477 | 0.9827985 | 0.9914427 |
| nitrate + phosphate | N_Atlantic | (27.5,27.75] | 0.9889806 | 0.9882806 | 0.9902207 |
| nitrate + phosphate | N_Atlantic | (27.75,27.85] | 0.9882919 | 0.9809156 | 0.9925113 |
| nitrate + phosphate | N_Atlantic | (27.85,27.95] | 0.9606427 | 0.9433953 | 0.9737836 |
| nitrate + phosphate | N_Atlantic | (27.95,28.05] | 0.9530993 | 0.9401057 | 0.9670398 |
| nitrate + phosphate | N_Atlantic | (28.05,28.1] | 0.9911887 | 0.9904793 | 0.9917330 |
| nitrate + phosphate | N_Atlantic | (28.1,28.15] | 0.9951871 | 0.9915646 | 0.9971195 |
| nitrate + phosphate | N_Atlantic | (28.15,28.2] | -0.1173036 | -1.0000000 | 0.8555730 |
| nitrate + phosphate | N_Atlantic | (28.2, Inf] | -0.9126282 | -0.9555215 | -0.8613575 |
| nitrate + phosphate | N_Pacific | (-Inf,26] | 0.9788401 | 0.9507076 | 0.9942669 |
| nitrate + phosphate | N_Pacific | (26,26.5] | 0.9960664 | 0.9940988 | 0.9977424 |
| nitrate + phosphate | N_Pacific | (26.5,26.75] | 0.9866049 | 0.9816991 | 0.9953825 |
| nitrate + phosphate | N_Pacific | (26.75,27] | 0.9631535 | 0.9441598 | 0.9878585 |
| nitrate + phosphate | N_Pacific | (27,27.25] | 0.9561142 | 0.9269044 | 0.9877400 |
| nitrate + phosphate | N_Pacific | (27.25,27.5] | 0.9398996 | 0.9025001 | 0.9692990 |
| nitrate + phosphate | N_Pacific | (27.5,27.75] | 0.8672395 | 0.7605084 | 0.9274750 |
| nitrate + phosphate | N_Pacific | (27.75,27.85] | 0.9965212 | 0.9955159 | 0.9985092 |
| nitrate + phosphate | N_Pacific | (27.85,27.95] | 0.9947465 | 0.9908840 | 0.9994333 |
| nitrate + phosphate | N_Pacific | (27.95,28.05] | 0.9941922 | 0.9906467 | 0.9996459 |
| nitrate + phosphate | N_Pacific | (28.05,28.1] | 0.9999075 | 0.9998912 | 0.9999215 |
| nitrate + phosphate | N_Pacific | (28.1,28.2] | 0.9999756 | 0.9999633 | 0.9999824 |
| nitrate + phosphate | Pacific | (-Inf,26] | 0.9890007 | 0.9869433 | 0.9925321 |
| nitrate + phosphate | Pacific | (26,26.5] | 0.9463375 | 0.9253638 | 0.9574914 |
| nitrate + phosphate | Pacific | (26.5,26.75] | 0.8235552 | 0.7183532 | 0.8763015 |
| nitrate + phosphate | Pacific | (26.75,27] | 0.7590930 | 0.5753956 | 0.8596168 |
| nitrate + phosphate | Pacific | (27,27.25] | 0.7391735 | 0.4905359 | 0.8738557 |
| nitrate + phosphate | Pacific | (27.25,27.5] | 0.7242956 | 0.4364025 | 0.8897032 |
| nitrate + phosphate | Pacific | (27.5,27.75] | 0.8914867 | 0.7798308 | 0.9497999 |
| nitrate + phosphate | Pacific | (27.75,27.85] | 0.9961897 | 0.9919298 | 0.9984381 |
| nitrate + phosphate | Pacific | (27.85,27.95] | 0.9956566 | 0.9935896 | 0.9970093 |
| nitrate + phosphate | Pacific | (27.95,28.05] | 0.9977338 | 0.9971920 | 0.9981585 |
| nitrate + phosphate | Pacific | (28.05,28.1] | 0.9993940 | 0.9993531 | 0.9994386 |
| nitrate + phosphate | Pacific | (28.1,28.2] | 0.9998467 | 0.9998066 | 0.9999002 |
| nitrate + phosphate | SO | (-Inf,26] | 0.9941765 | 0.9896599 | 0.9967076 |
| nitrate + phosphate | SO | (26,26.5] | 0.9971263 | 0.9956023 | 0.9983149 |
| nitrate + phosphate | SO | (26.5,26.75] | 0.9961015 | 0.9932090 | 0.9977306 |
| nitrate + phosphate | SO | (26.75,27] | 0.9977739 | 0.9949693 | 0.9993636 |
| nitrate + phosphate | SO | (27,27.25] | 0.9986037 | 0.9967920 | 0.9995818 |
| nitrate + phosphate | SO | (27.25,27.5] | 0.9987547 | 0.9985884 | 0.9989124 |
| nitrate + phosphate | SO | (27.5,27.75] | 0.9951123 | 0.9949483 | 0.9953249 |
| nitrate + phosphate | SO | (27.75,27.85] | 0.9981880 | 0.9979478 | 0.9983117 |
| nitrate + phosphate | SO | (27.85,27.95] | 0.9986234 | 0.9984897 | 0.9988107 |
| nitrate + phosphate | SO | (27.95,28.05] | 0.9984662 | 0.9982120 | 0.9986179 |
| nitrate + phosphate | SO | (28.05,28.1] | 0.9962730 | 0.9946452 | 0.9972031 |
| nitrate + phosphate | SO | (28.1,28.15] | 0.9930033 | 0.9887333 | 0.9974033 |
| nitrate + phosphate | SO | (28.1,28.2] | 0.9950073 | 0.9930695 | 0.9967731 |
| nitrate + phosphate | SO | (28.15,28.2] | 0.9890055 | 0.9866611 | 0.9905998 |
| nitrate + phosphate | SO | (28.2, Inf] | 0.9950986 | 0.9920837 | 0.9967019 |
| nitrate + phosphate | SO | (28.2,28.3] | 0.9910995 | 0.9893416 | 0.9928642 |
| nitrate + phosphate | SO | (28.3, Inf] | 0.9838577 | 0.9522766 | 0.9997979 |
| nitrate + phosphate_star | Atlantic | (-Inf,26] | 0.4556517 | 0.3070989 | 0.7258897 |
| nitrate + phosphate_star | Atlantic | (26,26.5] | 0.7853813 | 0.7598014 | 0.8160228 |
| nitrate + phosphate_star | Atlantic | (26.5,26.75] | 0.7668969 | 0.7179571 | 0.7969954 |
| nitrate + phosphate_star | Atlantic | (26.75,27] | 0.5815232 | 0.5076806 | 0.6241130 |
| nitrate + phosphate_star | Atlantic | (27,27.25] | 0.4984123 | 0.4294552 | 0.5407352 |
| nitrate + phosphate_star | Atlantic | (27.25,27.5] | 0.7545615 | 0.6773060 | 0.8044809 |
| nitrate + phosphate_star | Atlantic | (27.5,27.75] | 0.9167453 | 0.9031084 | 0.9276967 |
| nitrate + phosphate_star | Atlantic | (27.75,27.85] | 0.9498805 | 0.9372528 | 0.9650493 |
| nitrate + phosphate_star | Atlantic | (27.85,27.95] | 0.4883556 | 0.4241249 | 0.5309471 |
| nitrate + phosphate_star | Atlantic | (27.95,28.05] | 0.7984282 | 0.7757024 | 0.8327293 |
| nitrate + phosphate_star | Atlantic | (28.05,28.1] | 0.9367996 | 0.9262973 | 0.9479247 |
| nitrate + phosphate_star | Atlantic | (28.1,28.15] | 0.9709519 | 0.9653917 | 0.9771360 |
| nitrate + phosphate_star | Atlantic | (28.15,28.2] | 0.9577712 | 0.9239766 | 0.9834955 |
| nitrate + phosphate_star | Atlantic | (28.2, Inf] | 0.6546317 | 0.0303830 | 0.9734565 |
| nitrate + phosphate_star | Indian | (-Inf,26] | 0.9663016 | 0.9466007 | 0.9778622 |
| nitrate + phosphate_star | Indian | (26,26.5] | 0.9436460 | 0.9214957 | 0.9571128 |
| nitrate + phosphate_star | Indian | (26.5,26.75] | 0.8834980 | 0.8404600 | 0.9159124 |
| nitrate + phosphate_star | Indian | (26.75,27] | 0.2097138 | 0.1496558 | 0.2945564 |
| nitrate + phosphate_star | Indian | (27,27.25] | -0.3980099 | -0.4671462 | -0.3362145 |
| nitrate + phosphate_star | Indian | (27.25,27.5] | -0.3967182 | -0.4545678 | -0.3181764 |
| nitrate + phosphate_star | Indian | (27.5,27.75] | -0.6401964 | -0.7740434 | -0.5612149 |
| nitrate + phosphate_star | Indian | (27.75,27.85] | -0.2737304 | -0.3336505 | -0.1748360 |
| nitrate + phosphate_star | Indian | (27.85,27.95] | 0.8950658 | 0.8821591 | 0.9081566 |
| nitrate + phosphate_star | Indian | (27.95,28.05] | 0.9301148 | 0.8709192 | 0.9690686 |
| nitrate + phosphate_star | Indian | (28.05,28.1] | 0.8375393 | 0.6548154 | 0.9454769 |
| nitrate + phosphate_star | Indian | (28.1,28.2] | 0.1078873 | -0.4301186 | 0.4397831 |
| nitrate + phosphate_star | Indian | (28.2,28.3] | 0.8581423 | 0.7681237 | 0.9481609 |
| nitrate + phosphate_star | N_Atlantic | (-Inf,26] | 0.8618915 | 0.8570071 | 0.8667759 |
| nitrate + phosphate_star | N_Atlantic | (26,26.5] | 0.7708747 | 0.5597903 | 0.9258802 |
| nitrate + phosphate_star | N_Atlantic | (26.5,26.75] | 0.5832857 | 0.4214556 | 0.6896300 |
| nitrate + phosphate_star | N_Atlantic | (26.75,27] | 0.6573649 | 0.5926164 | 0.7850733 |
| nitrate + phosphate_star | N_Atlantic | (27,27.25] | 0.4840848 | 0.3768237 | 0.5427135 |
| nitrate + phosphate_star | N_Atlantic | (27.25,27.5] | 0.4221920 | 0.3431252 | 0.5689906 |
| nitrate + phosphate_star | N_Atlantic | (27.5,27.75] | 0.4266568 | 0.2690952 | 0.5761570 |
| nitrate + phosphate_star | N_Atlantic | (27.75,27.85] | 0.0473853 | 0.0083247 | 0.1134390 |
| nitrate + phosphate_star | N_Atlantic | (27.85,27.95] | -0.2428575 | -0.3347443 | -0.1526188 |
| nitrate + phosphate_star | N_Atlantic | (27.95,28.05] | 0.2176913 | -0.2363092 | 0.6779098 |
| nitrate + phosphate_star | N_Atlantic | (28.05,28.1] | 0.9144308 | 0.9077732 | 0.9258566 |
| nitrate + phosphate_star | N_Atlantic | (28.1,28.15] | 0.9621906 | 0.9393030 | 0.9781171 |
| nitrate + phosphate_star | N_Atlantic | (28.15,28.2] | -0.6823459 | -1.0000000 | -0.1217432 |
| nitrate + phosphate_star | N_Atlantic | (28.2, Inf] | -0.9521948 | -0.9798149 | -0.9322648 |
| nitrate + phosphate_star | N_Pacific | (-Inf,26] | 0.4803321 | 0.0326434 | 0.7651871 |
| nitrate + phosphate_star | N_Pacific | (26,26.5] | 0.7446714 | 0.6289648 | 0.8229043 |
| nitrate + phosphate_star | N_Pacific | (26.5,26.75] | 0.5185726 | 0.4807758 | 0.5621618 |
| nitrate + phosphate_star | N_Pacific | (26.75,27] | 0.2826956 | 0.2116536 | 0.3785890 |
| nitrate + phosphate_star | N_Pacific | (27,27.25] | 0.8182870 | 0.7756266 | 0.8698081 |
| nitrate + phosphate_star | N_Pacific | (27.25,27.5] | 0.8073660 | 0.7959632 | 0.8244494 |
| nitrate + phosphate_star | N_Pacific | (27.5,27.75] | -0.5584721 | -0.6646806 | -0.3693377 |
| nitrate + phosphate_star | N_Pacific | (27.75,27.85] | -0.9397039 | -0.9554944 | -0.9237367 |
| nitrate + phosphate_star | N_Pacific | (27.85,27.95] | -0.9063266 | -0.9878421 | -0.8628801 |
| nitrate + phosphate_star | N_Pacific | (27.95,28.05] | -0.7402240 | -0.9617857 | -0.6157980 |
| nitrate + phosphate_star | N_Pacific | (28.05,28.1] | -0.8807570 | -0.8970981 | -0.8675915 |
| nitrate + phosphate_star | N_Pacific | (28.1,28.2] | 0.8024520 | 0.7715848 | 0.8565489 |
| nitrate + phosphate_star | Pacific | (-Inf,26] | 0.8524469 | 0.8163462 | 0.9217796 |
| nitrate + phosphate_star | Pacific | (26,26.5] | 0.8761810 | 0.8056488 | 0.9221447 |
| nitrate + phosphate_star | Pacific | (26.5,26.75] | 0.7447778 | 0.5174057 | 0.8727197 |
| nitrate + phosphate_star | Pacific | (26.75,27] | 0.5686296 | 0.3679564 | 0.7553530 |
| nitrate + phosphate_star | Pacific | (27,27.25] | -0.0645439 | -0.1650195 | 0.0895899 |
| nitrate + phosphate_star | Pacific | (27.25,27.5] | -0.3200098 | -0.3779454 | -0.2830052 |
| nitrate + phosphate_star | Pacific | (27.5,27.75] | -0.4202975 | -0.5448753 | -0.2322767 |
| nitrate + phosphate_star | Pacific | (27.75,27.85] | -0.1109509 | -0.3346326 | 0.1701430 |
| nitrate + phosphate_star | Pacific | (27.85,27.95] | 0.4904755 | 0.4623452 | 0.5239984 |
| nitrate + phosphate_star | Pacific | (27.95,28.05] | 0.3860007 | 0.2530934 | 0.4777738 |
| nitrate + phosphate_star | Pacific | (28.05,28.1] | 0.4979844 | 0.4384376 | 0.5821459 |
| nitrate + phosphate_star | Pacific | (28.1,28.2] | 0.4764915 | 0.3973782 | 0.5175344 |
| nitrate + phosphate_star | SO | (-Inf,26] | 0.5567862 | 0.4800560 | 0.6142855 |
| nitrate + phosphate_star | SO | (26,26.5] | 0.8842919 | 0.8129028 | 0.9421418 |
| nitrate + phosphate_star | SO | (26.5,26.75] | 0.8200283 | 0.7891025 | 0.8503972 |
| nitrate + phosphate_star | SO | (26.75,27] | 0.7001636 | 0.6762046 | 0.7166667 |
| nitrate + phosphate_star | SO | (27,27.25] | 0.2685345 | 0.0845123 | 0.3851395 |
| nitrate + phosphate_star | SO | (27.25,27.5] | -0.0792706 | -0.1850801 | 0.0037834 |
| nitrate + phosphate_star | SO | (27.5,27.75] | -0.5672612 | -0.6190152 | -0.5169022 |
| nitrate + phosphate_star | SO | (27.75,27.85] | 0.2063166 | 0.0083294 | 0.3813452 |
| nitrate + phosphate_star | SO | (27.85,27.95] | 0.4732502 | 0.3334810 | 0.6320208 |
| nitrate + phosphate_star | SO | (27.95,28.05] | 0.3128953 | 0.1822355 | 0.3979670 |
| nitrate + phosphate_star | SO | (28.05,28.1] | 0.2137917 | -0.0035920 | 0.4044794 |
| nitrate + phosphate_star | SO | (28.1,28.15] | 0.3076519 | -0.0154589 | 0.6592808 |
| nitrate + phosphate_star | SO | (28.1,28.2] | -0.1413366 | -0.3120919 | 0.0711952 |
| nitrate + phosphate_star | SO | (28.15,28.2] | -0.0690543 | -0.4046849 | 0.1896322 |
| nitrate + phosphate_star | SO | (28.2, Inf] | 0.4314092 | 0.1676901 | 0.5638693 |
| nitrate + phosphate_star | SO | (28.2,28.3] | -0.5946452 | -0.7555444 | -0.3550882 |
| nitrate + phosphate_star | SO | (28.3, Inf] | 0.2468395 | -0.9915061 | 0.9855994 |
| oxygen + aou | Atlantic | (-Inf,26] | -0.8774119 | -0.9088189 | -0.8478830 |
| oxygen + aou | Atlantic | (26,26.5] | -0.9671532 | -0.9735504 | -0.9630068 |
| oxygen + aou | Atlantic | (26.5,26.75] | -0.9839733 | -0.9863182 | -0.9803474 |
| oxygen + aou | Atlantic | (26.75,27] | -0.9784902 | -0.9801511 | -0.9756560 |
| oxygen + aou | Atlantic | (27,27.25] | -0.9626263 | -0.9660962 | -0.9585145 |
| oxygen + aou | Atlantic | (27.25,27.5] | -0.9045783 | -0.9351559 | -0.8840594 |
| oxygen + aou | Atlantic | (27.5,27.75] | -0.7935004 | -0.8362531 | -0.7688064 |
| oxygen + aou | Atlantic | (27.75,27.85] | -0.8846582 | -0.9243184 | -0.8408203 |
| oxygen + aou | Atlantic | (27.85,27.95] | -0.9684238 | -0.9753083 | -0.9634543 |
| oxygen + aou | Atlantic | (27.95,28.05] | -0.9860721 | -0.9888575 | -0.9833915 |
| oxygen + aou | Atlantic | (28.05,28.1] | -0.9893396 | -0.9906940 | -0.9868696 |
| oxygen + aou | Atlantic | (28.1,28.15] | -0.9173127 | -0.9340719 | -0.8859291 |
| oxygen + aou | Atlantic | (28.15,28.2] | -0.9130477 | -0.9277488 | -0.8999448 |
| oxygen + aou | Atlantic | (28.2, Inf] | -0.2636771 | -0.6823579 | 0.2199079 |
| oxygen + aou | Indian | (-Inf,26] | -0.9941400 | -0.9947241 | -0.9937664 |
| oxygen + aou | Indian | (26,26.5] | -0.9962998 | -0.9973412 | -0.9953005 |
| oxygen + aou | Indian | (26.5,26.75] | -0.9976302 | -0.9986309 | -0.9966402 |
| oxygen + aou | Indian | (26.75,27] | -0.9974996 | -0.9977825 | -0.9973421 |
| oxygen + aou | Indian | (27,27.25] | -0.9956874 | -0.9963209 | -0.9950830 |
| oxygen + aou | Indian | (27.25,27.5] | -0.9909051 | -0.9927111 | -0.9890652 |
| oxygen + aou | Indian | (27.5,27.75] | -0.9871438 | -0.9945786 | -0.9822767 |
| oxygen + aou | Indian | (27.75,27.85] | -0.9957280 | -0.9985530 | -0.9942579 |
| oxygen + aou | Indian | (27.85,27.95] | -0.9967121 | -0.9980095 | -0.9953668 |
| oxygen + aou | Indian | (27.95,28.05] | -0.9946986 | -0.9969327 | -0.9916473 |
| oxygen + aou | Indian | (28.05,28.1] | -0.9943607 | -0.9977826 | -0.9888566 |
| oxygen + aou | Indian | (28.1,28.2] | -0.9959385 | -0.9974330 | -0.9945413 |
| oxygen + aou | Indian | (28.2,28.3] | -0.9065043 | -0.9734935 | -0.8395152 |
| oxygen + aou | N_Atlantic | (-Inf,26] | -0.9862888 | -0.9976996 | -0.9748781 |
| oxygen + aou | N_Atlantic | (26,26.5] | -0.9824979 | -0.9908570 | -0.9718781 |
| oxygen + aou | N_Atlantic | (26.5,26.75] | -0.9838114 | -0.9859309 | -0.9807541 |
| oxygen + aou | N_Atlantic | (26.75,27] | -0.9876211 | -0.9902505 | -0.9861280 |
| oxygen + aou | N_Atlantic | (27,27.25] | -0.9897878 | -0.9940101 | -0.9848300 |
| oxygen + aou | N_Atlantic | (27.25,27.5] | -0.9741375 | -0.9882903 | -0.9557853 |
| oxygen + aou | N_Atlantic | (27.5,27.75] | -0.9475576 | -0.9604673 | -0.9319681 |
| oxygen + aou | N_Atlantic | (27.75,27.85] | -0.9637181 | -0.9692893 | -0.9575043 |
| oxygen + aou | N_Atlantic | (27.85,27.95] | -0.9821317 | -0.9875000 | -0.9772945 |
| oxygen + aou | N_Atlantic | (27.95,28.05] | -0.8819296 | -0.9850758 | -0.6818839 |
| oxygen + aou | N_Atlantic | (28.05,28.1] | -0.9911042 | -0.9934452 | -0.9876268 |
| oxygen + aou | N_Atlantic | (28.1,28.15] | -0.9943605 | -0.9977701 | -0.9884142 |
| oxygen + aou | N_Atlantic | (28.15,28.2] | -0.9510117 | -1.0000000 | -0.8835215 |
| oxygen + aou | N_Atlantic | (28.2, Inf] | -0.2439366 | -0.9500578 | 0.6347522 |
| oxygen + aou | N_Pacific | (-Inf,26] | -0.8406439 | -0.8912892 | -0.8124327 |
| oxygen + aou | N_Pacific | (26,26.5] | -0.9656892 | -0.9732032 | -0.9557574 |
| oxygen + aou | N_Pacific | (26.5,26.75] | -0.9889988 | -0.9934164 | -0.9853370 |
| oxygen + aou | N_Pacific | (26.75,27] | -0.9804918 | -0.9854283 | -0.9737693 |
| oxygen + aou | N_Pacific | (27,27.25] | -0.9823710 | -0.9856093 | -0.9794204 |
| oxygen + aou | N_Pacific | (27.25,27.5] | -0.9696659 | -0.9725896 | -0.9652299 |
| oxygen + aou | N_Pacific | (27.5,27.75] | -0.9811187 | -0.9852278 | -0.9729989 |
| oxygen + aou | N_Pacific | (27.75,27.85] | -0.9969656 | -0.9971704 | -0.9965868 |
| oxygen + aou | N_Pacific | (27.85,27.95] | -0.9994257 | -0.9995868 | -0.9992035 |
| oxygen + aou | N_Pacific | (27.95,28.05] | -0.9998857 | -0.9999395 | -0.9998538 |
| oxygen + aou | N_Pacific | (28.05,28.1] | -0.9996485 | -0.9996741 | -0.9996277 |
| oxygen + aou | N_Pacific | (28.1,28.2] | -0.9922011 | -0.9949822 | -0.9892158 |
| oxygen + aou | Pacific | (-Inf,26] | -0.9243334 | -0.9419791 | -0.8984930 |
| oxygen + aou | Pacific | (26,26.5] | -0.9819034 | -0.9906727 | -0.9757993 |
| oxygen + aou | Pacific | (26.5,26.75] | -0.9873596 | -0.9936843 | -0.9841313 |
| oxygen + aou | Pacific | (26.75,27] | -0.9926899 | -0.9944088 | -0.9914509 |
| oxygen + aou | Pacific | (27,27.25] | -0.9966132 | -0.9966846 | -0.9965380 |
| oxygen + aou | Pacific | (27.25,27.5] | -0.9973628 | -0.9975559 | -0.9972095 |
| oxygen + aou | Pacific | (27.5,27.75] | -0.9964091 | -0.9970441 | -0.9952158 |
| oxygen + aou | Pacific | (27.75,27.85] | -0.9986040 | -0.9990053 | -0.9980235 |
| oxygen + aou | Pacific | (27.85,27.95] | -0.9977981 | -0.9980788 | -0.9973636 |
| oxygen + aou | Pacific | (27.95,28.05] | -0.9977310 | -0.9979664 | -0.9975785 |
| oxygen + aou | Pacific | (28.05,28.1] | -0.9983131 | -0.9984039 | -0.9982524 |
| oxygen + aou | Pacific | (28.1,28.2] | -0.9981204 | -0.9983886 | -0.9977241 |
| oxygen + aou | SO | (-Inf,26] | -0.5197328 | -0.8298886 | -0.0622960 |
| oxygen + aou | SO | (26,26.5] | -0.8760171 | -0.9480021 | -0.7976740 |
| oxygen + aou | SO | (26.5,26.75] | -0.9592668 | -0.9632897 | -0.9527012 |
| oxygen + aou | SO | (26.75,27] | -0.9684590 | -0.9700802 | -0.9667775 |
| oxygen + aou | SO | (27,27.25] | -0.9849046 | -0.9879968 | -0.9825684 |
| oxygen + aou | SO | (27.25,27.5] | -0.9833095 | -0.9840320 | -0.9825914 |
| oxygen + aou | SO | (27.5,27.75] | -0.9880947 | -0.9884680 | -0.9873959 |
| oxygen + aou | SO | (27.75,27.85] | -0.9857565 | -0.9904809 | -0.9814097 |
| oxygen + aou | SO | (27.85,27.95] | -0.9802843 | -0.9831691 | -0.9773734 |
| oxygen + aou | SO | (27.95,28.05] | -0.9793860 | -0.9840448 | -0.9759007 |
| oxygen + aou | SO | (28.05,28.1] | -0.9805566 | -0.9891499 | -0.9713127 |
| oxygen + aou | SO | (28.1,28.15] | -0.9567704 | -0.9863572 | -0.9132108 |
| oxygen + aou | SO | (28.1,28.2] | -0.9879283 | -0.9932397 | -0.9810487 |
| oxygen + aou | SO | (28.15,28.2] | -0.9647873 | -0.9848426 | -0.9476038 |
| oxygen + aou | SO | (28.2, Inf] | -0.9217189 | -0.9823725 | -0.8251661 |
| oxygen + aou | SO | (28.2,28.3] | -0.9887803 | -0.9930842 | -0.9810035 |
| oxygen + aou | SO | (28.3, Inf] | -0.8400777 | -0.9999533 | -0.6727884 |
| oxygen + nitrate | Atlantic | (-Inf,26] | -0.8791606 | -0.9002406 | -0.8535197 |
| oxygen + nitrate | Atlantic | (26,26.5] | -0.9406962 | -0.9547442 | -0.9328210 |
| oxygen + nitrate | Atlantic | (26.5,26.75] | -0.9545987 | -0.9615339 | -0.9474272 |
| oxygen + nitrate | Atlantic | (26.75,27] | -0.8948602 | -0.8999903 | -0.8870705 |
| oxygen + nitrate | Atlantic | (27,27.25] | -0.6836865 | -0.7326468 | -0.6202846 |
| oxygen + nitrate | Atlantic | (27.25,27.5] | -0.1314726 | -0.3306742 | 0.0362805 |
| oxygen + nitrate | Atlantic | (27.5,27.75] | -0.2276179 | -0.3044198 | -0.1783707 |
| oxygen + nitrate | Atlantic | (27.75,27.85] | -0.7006732 | -0.8170525 | -0.6199058 |
| oxygen + nitrate | Atlantic | (27.85,27.95] | -0.8341071 | -0.8634885 | -0.8190167 |
| oxygen + nitrate | Atlantic | (27.95,28.05] | -0.9420094 | -0.9566477 | -0.9332175 |
| oxygen + nitrate | Atlantic | (28.05,28.1] | -0.9044156 | -0.9255302 | -0.8830048 |
| oxygen + nitrate | Atlantic | (28.1,28.15] | -0.7758227 | -0.8216342 | -0.6892179 |
| oxygen + nitrate | Atlantic | (28.15,28.2] | -0.7033226 | -0.7709172 | -0.5961437 |
| oxygen + nitrate | Atlantic | (28.2, Inf] | -0.3374894 | -0.9446195 | 0.7528996 |
| oxygen + nitrate | Indian | (-Inf,26] | -0.9828986 | -0.9843451 | -0.9811330 |
| oxygen + nitrate | Indian | (26,26.5] | -0.9756269 | -0.9795295 | -0.9703057 |
| oxygen + nitrate | Indian | (26.5,26.75] | -0.9635090 | -0.9744133 | -0.9425913 |
| oxygen + nitrate | Indian | (26.75,27] | -0.9479262 | -0.9514628 | -0.9417210 |
| oxygen + nitrate | Indian | (27,27.25] | -0.8833021 | -0.8968675 | -0.8610669 |
| oxygen + nitrate | Indian | (27.25,27.5] | -0.8073671 | -0.8434571 | -0.7594778 |
| oxygen + nitrate | Indian | (27.5,27.75] | -0.9298372 | -0.9677544 | -0.9000446 |
| oxygen + nitrate | Indian | (27.75,27.85] | -0.9833247 | -0.9841893 | -0.9817020 |
| oxygen + nitrate | Indian | (27.85,27.95] | -0.9876217 | -0.9914945 | -0.9832882 |
| oxygen + nitrate | Indian | (27.95,28.05] | -0.9810145 | -0.9853965 | -0.9752473 |
| oxygen + nitrate | Indian | (28.05,28.1] | -0.9461801 | -0.9810365 | -0.8870378 |
| oxygen + nitrate | Indian | (28.1,28.2] | -0.9159480 | -0.9379016 | -0.8977236 |
| oxygen + nitrate | Indian | (28.2,28.3] | 0.2690734 | -0.2345628 | 0.7727096 |
| oxygen + nitrate | N_Atlantic | (-Inf,26] | -0.9584471 | -0.9868853 | -0.9300089 |
| oxygen + nitrate | N_Atlantic | (26,26.5] | -0.9228055 | -0.9547205 | -0.8843204 |
| oxygen + nitrate | N_Atlantic | (26.5,26.75] | -0.9707714 | -0.9732259 | -0.9680125 |
| oxygen + nitrate | N_Atlantic | (26.75,27] | -0.9519965 | -0.9691860 | -0.9416689 |
| oxygen + nitrate | N_Atlantic | (27,27.25] | -0.8973248 | -0.9153111 | -0.8830349 |
| oxygen + nitrate | N_Atlantic | (27.25,27.5] | -0.5995219 | -0.7966535 | -0.4642638 |
| oxygen + nitrate | N_Atlantic | (27.5,27.75] | -0.3593112 | -0.5119457 | -0.0959537 |
| oxygen + nitrate | N_Atlantic | (27.75,27.85] | -0.5788675 | -0.6412644 | -0.4665088 |
| oxygen + nitrate | N_Atlantic | (27.85,27.95] | -0.6847287 | -0.7076043 | -0.6500563 |
| oxygen + nitrate | N_Atlantic | (27.95,28.05] | -0.5672940 | -0.8766065 | 0.0511719 |
| oxygen + nitrate | N_Atlantic | (28.05,28.1] | -0.9895359 | -0.9914083 | -0.9881003 |
| oxygen + nitrate | N_Atlantic | (28.1,28.15] | -0.9952546 | -0.9983917 | -0.9919700 |
| oxygen + nitrate | N_Atlantic | (28.15,28.2] | -0.8769441 | -1.0000000 | -0.6579380 |
| oxygen + nitrate | N_Atlantic | (28.2, Inf] | -0.2657070 | -0.9454116 | 0.6297563 |
| oxygen + nitrate | N_Pacific | (-Inf,26] | -0.7383615 | -0.7887223 | -0.6669117 |
| oxygen + nitrate | N_Pacific | (26,26.5] | -0.8962808 | -0.9115976 | -0.8781198 |
| oxygen + nitrate | N_Pacific | (26.5,26.75] | -0.9340503 | -0.9512756 | -0.9161537 |
| oxygen + nitrate | N_Pacific | (26.75,27] | -0.8601332 | -0.8812290 | -0.8417392 |
| oxygen + nitrate | N_Pacific | (27,27.25] | -0.8764591 | -0.9392219 | -0.8158195 |
| oxygen + nitrate | N_Pacific | (27.25,27.5] | -0.7975496 | -0.8351373 | -0.7403418 |
| oxygen + nitrate | N_Pacific | (27.5,27.75] | -0.7522579 | -0.8261540 | -0.6082630 |
| oxygen + nitrate | N_Pacific | (27.75,27.85] | -0.9946754 | -0.9963713 | -0.9933673 |
| oxygen + nitrate | N_Pacific | (27.85,27.95] | -0.9987313 | -0.9994346 | -0.9982984 |
| oxygen + nitrate | N_Pacific | (27.95,28.05] | -0.9991599 | -0.9998952 | -0.9986696 |
| oxygen + nitrate | N_Pacific | (28.05,28.1] | -0.9997982 | -0.9998299 | -0.9997770 |
| oxygen + nitrate | N_Pacific | (28.1,28.2] | -0.9995932 | -0.9997077 | -0.9995303 |
| oxygen + nitrate | Pacific | (-Inf,26] | -0.8330837 | -0.8687477 | -0.7799133 |
| oxygen + nitrate | Pacific | (26,26.5] | -0.8723443 | -0.8915825 | -0.8537592 |
| oxygen + nitrate | Pacific | (26.5,26.75] | -0.7553711 | -0.7838822 | -0.7137947 |
| oxygen + nitrate | Pacific | (26.75,27] | -0.7240523 | -0.8007229 | -0.5771125 |
| oxygen + nitrate | Pacific | (27,27.25] | -0.7612902 | -0.8659558 | -0.5638639 |
| oxygen + nitrate | Pacific | (27.25,27.5] | -0.7614654 | -0.8956215 | -0.5274526 |
| oxygen + nitrate | Pacific | (27.5,27.75] | -0.9079735 | -0.9561051 | -0.8160732 |
| oxygen + nitrate | Pacific | (27.75,27.85] | -0.9925824 | -0.9965155 | -0.9864170 |
| oxygen + nitrate | Pacific | (27.85,27.95] | -0.9842311 | -0.9886239 | -0.9773225 |
| oxygen + nitrate | Pacific | (27.95,28.05] | -0.9879292 | -0.9900145 | -0.9865570 |
| oxygen + nitrate | Pacific | (28.05,28.1] | -0.9819599 | -0.9844952 | -0.9773709 |
| oxygen + nitrate | Pacific | (28.1,28.2] | -0.9895575 | -0.9906369 | -0.9889448 |
| oxygen + nitrate | SO | (-Inf,26] | -0.6726246 | -0.9021966 | -0.3796734 |
| oxygen + nitrate | SO | (26,26.5] | -0.7705091 | -0.8859343 | -0.6249430 |
| oxygen + nitrate | SO | (26.5,26.75] | -0.8084394 | -0.8304392 | -0.7815281 |
| oxygen + nitrate | SO | (26.75,27] | -0.7462398 | -0.7668439 | -0.7137441 |
| oxygen + nitrate | SO | (27,27.25] | -0.7961485 | -0.7970957 | -0.7956027 |
| oxygen + nitrate | SO | (27.25,27.5] | -0.8111840 | -0.8431874 | -0.7828936 |
| oxygen + nitrate | SO | (27.5,27.75] | -0.8793394 | -0.8861390 | -0.8658480 |
| oxygen + nitrate | SO | (27.75,27.85] | -0.7804949 | -0.8262265 | -0.7454810 |
| oxygen + nitrate | SO | (27.85,27.95] | -0.7476665 | -0.7788465 | -0.7212627 |
| oxygen + nitrate | SO | (27.95,28.05] | -0.6688732 | -0.6719210 | -0.6642192 |
| oxygen + nitrate | SO | (28.05,28.1] | -0.5030804 | -0.5516320 | -0.4494328 |
| oxygen + nitrate | SO | (28.1,28.15] | -0.2978172 | -0.4529272 | -0.1582906 |
| oxygen + nitrate | SO | (28.1,28.2] | -0.6457509 | -0.7151497 | -0.5532621 |
| oxygen + nitrate | SO | (28.15,28.2] | -0.4919326 | -0.6810012 | -0.3013633 |
| oxygen + nitrate | SO | (28.2, Inf] | -0.7211070 | -0.8831720 | -0.4656527 |
| oxygen + nitrate | SO | (28.2,28.3] | -0.9002026 | -0.9244100 | -0.8838737 |
| oxygen + nitrate | SO | (28.3, Inf] | -0.4379666 | -0.9974517 | 0.4982795 |
| oxygen + phosphate | Atlantic | (-Inf,26] | -0.6653624 | -0.7994294 | -0.5261192 |
| oxygen + phosphate | Atlantic | (26,26.5] | -0.9100516 | -0.9277517 | -0.8977460 |
| oxygen + phosphate | Atlantic | (26.5,26.75] | -0.9431408 | -0.9503425 | -0.9345647 |
| oxygen + phosphate | Atlantic | (26.75,27] | -0.8786213 | -0.8862943 | -0.8686754 |
| oxygen + phosphate | Atlantic | (27,27.25] | -0.6571267 | -0.7223591 | -0.5745650 |
| oxygen + phosphate | Atlantic | (27.25,27.5] | -0.0823276 | -0.2958774 | 0.1104720 |
| oxygen + phosphate | Atlantic | (27.5,27.75] | -0.2176209 | -0.3081151 | -0.1571226 |
| oxygen + phosphate | Atlantic | (27.75,27.85] | -0.7003203 | -0.8102945 | -0.6096668 |
| oxygen + phosphate | Atlantic | (27.85,27.95] | -0.7313512 | -0.7387632 | -0.7208693 |
| oxygen + phosphate | Atlantic | (27.95,28.05] | -0.9061142 | -0.9361819 | -0.8895829 |
| oxygen + phosphate | Atlantic | (28.05,28.1] | -0.8908131 | -0.9161526 | -0.8627353 |
| oxygen + phosphate | Atlantic | (28.1,28.15] | -0.7422127 | -0.7937880 | -0.6451592 |
| oxygen + phosphate | Atlantic | (28.15,28.2] | -0.6871420 | -0.7604031 | -0.5729394 |
| oxygen + phosphate | Atlantic | (28.2, Inf] | -0.3124603 | -0.9358108 | 0.7783196 |
| oxygen + phosphate | Indian | (-Inf,26] | -0.9904641 | -0.9927123 | -0.9863165 |
| oxygen + phosphate | Indian | (26,26.5] | -0.9889013 | -0.9931982 | -0.9826931 |
| oxygen + phosphate | Indian | (26.5,26.75] | -0.9831933 | -0.9931066 | -0.9674495 |
| oxygen + phosphate | Indian | (26.75,27] | -0.9757971 | -0.9810120 | -0.9686046 |
| oxygen + phosphate | Indian | (27,27.25] | -0.9357567 | -0.9391142 | -0.9305704 |
| oxygen + phosphate | Indian | (27.25,27.5] | -0.8516613 | -0.8840740 | -0.8164990 |
| oxygen + phosphate | Indian | (27.5,27.75] | -0.9382214 | -0.9738416 | -0.9080035 |
| oxygen + phosphate | Indian | (27.75,27.85] | -0.9911273 | -0.9927121 | -0.9901951 |
| oxygen + phosphate | Indian | (27.85,27.95] | -0.9933581 | -0.9953076 | -0.9907400 |
| oxygen + phosphate | Indian | (27.95,28.05] | -0.9872709 | -0.9900215 | -0.9836552 |
| oxygen + phosphate | Indian | (28.05,28.1] | -0.9565697 | -0.9842489 | -0.9092255 |
| oxygen + phosphate | Indian | (28.1,28.2] | -0.9309125 | -0.9514139 | -0.9124387 |
| oxygen + phosphate | Indian | (28.2,28.3] | 0.2797669 | -0.2210969 | 0.7806307 |
| oxygen + phosphate | N_Atlantic | (-Inf,26] | -0.9544779 | -0.9881082 | -0.9208477 |
| oxygen + phosphate | N_Atlantic | (26,26.5] | -0.9149887 | -0.9472344 | -0.8766657 |
| oxygen + phosphate | N_Atlantic | (26.5,26.75] | -0.9544549 | -0.9581736 | -0.9522434 |
| oxygen + phosphate | N_Atlantic | (26.75,27] | -0.9416918 | -0.9611832 | -0.9314486 |
| oxygen + phosphate | N_Atlantic | (27,27.25] | -0.9175407 | -0.9369714 | -0.9030541 |
| oxygen + phosphate | N_Atlantic | (27.25,27.5] | -0.6968941 | -0.8625454 | -0.6069946 |
| oxygen + phosphate | N_Atlantic | (27.5,27.75] | -0.4576006 | -0.6151615 | -0.2091276 |
| oxygen + phosphate | N_Atlantic | (27.75,27.85] | -0.6431714 | -0.7288105 | -0.5108643 |
| oxygen + phosphate | N_Atlantic | (27.85,27.95] | -0.6839623 | -0.7484928 | -0.6471452 |
| oxygen + phosphate | N_Atlantic | (27.95,28.05] | -0.5500853 | -0.7866133 | -0.1267388 |
| oxygen + phosphate | N_Atlantic | (28.05,28.1] | -0.9645331 | -0.9660333 | -0.9635047 |
| oxygen + phosphate | N_Atlantic | (28.1,28.15] | -0.9822330 | -0.9908187 | -0.9688297 |
| oxygen + phosphate | N_Atlantic | (28.15,28.2] | 0.2276528 | -0.3306829 | 1.0000000 |
| oxygen + phosphate | N_Atlantic | (28.2, Inf] | 0.0037916 | -0.8548470 | 0.8307805 |
| oxygen + phosphate | N_Pacific | (-Inf,26] | -0.6315120 | -0.7541497 | -0.5464407 |
| oxygen + phosphate | N_Pacific | (26,26.5] | -0.8905083 | -0.9175464 | -0.8611912 |
| oxygen + phosphate | N_Pacific | (26.5,26.75] | -0.9499446 | -0.9679053 | -0.9355357 |
| oxygen + phosphate | N_Pacific | (26.75,27] | -0.9125325 | -0.9344429 | -0.8823966 |
| oxygen + phosphate | N_Pacific | (27,27.25] | -0.9588961 | -0.9598225 | -0.9581643 |
| oxygen + phosphate | N_Pacific | (27.25,27.5] | -0.9092666 | -0.9145507 | -0.9041699 |
| oxygen + phosphate | N_Pacific | (27.5,27.75] | -0.9461096 | -0.9553238 | -0.9288628 |
| oxygen + phosphate | N_Pacific | (27.75,27.85] | -0.9970695 | -0.9981736 | -0.9959868 |
| oxygen + phosphate | N_Pacific | (27.85,27.95] | -0.9979876 | -0.9998500 | -0.9965893 |
| oxygen + phosphate | N_Pacific | (27.95,28.05] | -0.9976496 | -0.9998508 | -0.9962488 |
| oxygen + phosphate | N_Pacific | (28.05,28.1] | -0.9999597 | -0.9999669 | -0.9999555 |
| oxygen + phosphate | N_Pacific | (28.1,28.2] | -0.9997461 | -0.9998218 | -0.9996628 |
| oxygen + phosphate | Pacific | (-Inf,26] | -0.8530028 | -0.8893219 | -0.7936396 |
| oxygen + phosphate | Pacific | (26,26.5] | -0.9490166 | -0.9679888 | -0.9358301 |
| oxygen + phosphate | Pacific | (26.5,26.75] | -0.9626957 | -0.9734549 | -0.9569176 |
| oxygen + phosphate | Pacific | (26.75,27] | -0.9702790 | -0.9754353 | -0.9632335 |
| oxygen + phosphate | Pacific | (27,27.25] | -0.9710277 | -0.9755754 | -0.9663288 |
| oxygen + phosphate | Pacific | (27.25,27.5] | -0.9713845 | -0.9764340 | -0.9675092 |
| oxygen + phosphate | Pacific | (27.5,27.75] | -0.9816904 | -0.9860478 | -0.9749455 |
| oxygen + phosphate | Pacific | (27.75,27.85] | -0.9923169 | -0.9953618 | -0.9873091 |
| oxygen + phosphate | Pacific | (27.85,27.95] | -0.9956260 | -0.9966304 | -0.9939758 |
| oxygen + phosphate | Pacific | (27.95,28.05] | -0.9942555 | -0.9950738 | -0.9934815 |
| oxygen + phosphate | Pacific | (28.05,28.1] | -0.9865425 | -0.9885670 | -0.9827709 |
| oxygen + phosphate | Pacific | (28.1,28.2] | -0.9902780 | -0.9913481 | -0.9896154 |
| oxygen + phosphate | SO | (-Inf,26] | -0.7017770 | -0.9315459 | -0.4179862 |
| oxygen + phosphate | SO | (26,26.5] | -0.7762299 | -0.8973847 | -0.6198155 |
| oxygen + phosphate | SO | (26.5,26.75] | -0.8210213 | -0.8350674 | -0.7935984 |
| oxygen + phosphate | SO | (26.75,27] | -0.7622965 | -0.7803155 | -0.7296739 |
| oxygen + phosphate | SO | (27,27.25] | -0.8088035 | -0.8095727 | -0.8075189 |
| oxygen + phosphate | SO | (27.25,27.5] | -0.8319131 | -0.8591161 | -0.8084008 |
| oxygen + phosphate | SO | (27.5,27.75] | -0.8803044 | -0.8872382 | -0.8670890 |
| oxygen + phosphate | SO | (27.75,27.85] | -0.7881773 | -0.8213029 | -0.7603727 |
| oxygen + phosphate | SO | (27.85,27.95] | -0.7490030 | -0.7920660 | -0.7190727 |
| oxygen + phosphate | SO | (27.95,28.05] | -0.6457555 | -0.6550009 | -0.6314596 |
| oxygen + phosphate | SO | (28.05,28.1] | -0.4399261 | -0.4715744 | -0.3956644 |
| oxygen + phosphate | SO | (28.1,28.15] | -0.1978960 | -0.3204615 | -0.0939822 |
| oxygen + phosphate | SO | (28.1,28.2] | -0.5799358 | -0.6530991 | -0.4966815 |
| oxygen + phosphate | SO | (28.15,28.2] | -0.3659234 | -0.5554666 | -0.1678039 |
| oxygen + phosphate | SO | (28.2, Inf] | -0.6557816 | -0.8424601 | -0.3579074 |
| oxygen + phosphate | SO | (28.2,28.3] | -0.8382042 | -0.8612154 | -0.8149090 |
| oxygen + phosphate | SO | (28.3, Inf] | -0.3518320 | -0.9978750 | 0.7391449 |
| oxygen + phosphate_star | Atlantic | (-Inf,26] | -0.0376240 | -0.4256182 | 0.1649216 |
| oxygen + phosphate_star | Atlantic | (26,26.5] | -0.5406319 | -0.5665148 | -0.5169090 |
| oxygen + phosphate_star | Atlantic | (26.5,26.75] | -0.5494296 | -0.5738453 | -0.5057313 |
| oxygen + phosphate_star | Atlantic | (26.75,27] | -0.1626504 | -0.2071872 | -0.0845589 |
| oxygen + phosphate_star | Atlantic | (27,27.25] | 0.2835358 | 0.1706685 | 0.4400192 |
| oxygen + phosphate_star | Atlantic | (27.25,27.5] | 0.5407429 | 0.4667994 | 0.6478108 |
| oxygen + phosphate_star | Atlantic | (27.5,27.75] | 0.1677372 | 0.1212389 | 0.1920162 |
| oxygen + phosphate_star | Atlantic | (27.75,27.85] | -0.4771512 | -0.6705211 | -0.3688647 |
| oxygen + phosphate_star | Atlantic | (27.85,27.95] | -0.0090038 | -0.0392461 | 0.0185803 |
| oxygen + phosphate_star | Atlantic | (27.95,28.05] | -0.6160200 | -0.7060387 | -0.5680639 |
| oxygen + phosphate_star | Atlantic | (28.05,28.1] | -0.7064523 | -0.7645380 | -0.6488458 |
| oxygen + phosphate_star | Atlantic | (28.1,28.15] | -0.6049926 | -0.6825788 | -0.4780329 |
| oxygen + phosphate_star | Atlantic | (28.15,28.2] | -0.4773762 | -0.6432195 | -0.2442187 |
| oxygen + phosphate_star | Atlantic | (28.2, Inf] | 0.2027803 | -0.8444408 | 0.9069469 |
| oxygen + phosphate_star | Indian | (-Inf,26] | -0.9278143 | -0.9450974 | -0.8941537 |
| oxygen + phosphate_star | Indian | (26,26.5] | -0.8901375 | -0.9299695 | -0.8305258 |
| oxygen + phosphate_star | Indian | (26.5,26.75] | -0.7758304 | -0.8817365 | -0.6372367 |
| oxygen + phosphate_star | Indian | (26.75,27] | 0.0335955 | 0.0007253 | 0.0885758 |
| oxygen + phosphate_star | Indian | (27,27.25] | 0.7677433 | 0.7494362 | 0.8035567 |
| oxygen + phosphate_star | Indian | (27.25,27.5] | 0.8605682 | 0.8575633 | 0.8624104 |
| oxygen + phosphate_star | Indian | (27.5,27.75] | 0.8748784 | 0.8525033 | 0.9075887 |
| oxygen + phosphate_star | Indian | (27.75,27.85] | 0.4376116 | 0.3437719 | 0.4999659 |
| oxygen + phosphate_star | Indian | (27.85,27.95] | -0.8184422 | -0.8186578 | -0.8181440 |
| oxygen + phosphate_star | Indian | (27.95,28.05] | -0.8449703 | -0.9134831 | -0.7444634 |
| oxygen + phosphate_star | Indian | (28.05,28.1] | -0.6352946 | -0.8657856 | -0.2491802 |
| oxygen + phosphate_star | Indian | (28.1,28.2] | 0.2470392 | -0.0114579 | 0.6749874 |
| oxygen + phosphate_star | Indian | (28.2,28.3] | 0.6880586 | 0.4417499 | 0.9343673 |
| oxygen + phosphate_star | N_Atlantic | (-Inf,26] | -0.6929670 | -0.7625855 | -0.6233484 |
| oxygen + phosphate_star | N_Atlantic | (26,26.5] | -0.4986125 | -0.6424613 | -0.2903172 |
| oxygen + phosphate_star | N_Atlantic | (26.5,26.75] | -0.3846325 | -0.4920245 | -0.2088199 |
| oxygen + phosphate_star | N_Atlantic | (26.75,27] | -0.4051545 | -0.6143163 | -0.2972571 |
| oxygen + phosphate_star | N_Atlantic | (27,27.25] | -0.0632879 | -0.1047660 | 0.0129842 |
| oxygen + phosphate_star | N_Atlantic | (27.25,27.5] | 0.4442326 | 0.2914243 | 0.6614514 |
| oxygen + phosphate_star | N_Atlantic | (27.5,27.75] | 0.6743362 | 0.5473633 | 0.7565605 |
| oxygen + phosphate_star | N_Atlantic | (27.75,27.85] | 0.7800641 | 0.7502117 | 0.8235590 |
| oxygen + phosphate_star | N_Atlantic | (27.85,27.95] | 0.8588946 | 0.8364466 | 0.8944174 |
| oxygen + phosphate_star | N_Atlantic | (27.95,28.05] | 0.5521109 | 0.2579557 | 0.7418142 |
| oxygen + phosphate_star | N_Atlantic | (28.05,28.1] | -0.8498955 | -0.8711124 | -0.8364659 |
| oxygen + phosphate_star | N_Atlantic | (28.1,28.15] | -0.9328024 | -0.9647799 | -0.8903799 |
| oxygen + phosphate_star | N_Atlantic | (28.15,28.2] | 0.8815491 | 0.8006503 | 1.0000000 |
| oxygen + phosphate_star | N_Atlantic | (28.2, Inf] | 0.1033744 | -0.8049287 | 0.8873415 |
| oxygen + phosphate_star | N_Pacific | (-Inf,26] | 0.1788392 | -0.2173963 | 0.6187143 |
| oxygen + phosphate_star | N_Pacific | (26,26.5] | -0.3860602 | -0.5280270 | -0.1933790 |
| oxygen + phosphate_star | N_Pacific | (26.5,26.75] | -0.2265491 | -0.2546600 | -0.1784879 |
| oxygen + phosphate_star | N_Pacific | (26.75,27] | 0.1724365 | 0.0745400 | 0.2507416 |
| oxygen + phosphate_star | N_Pacific | (27,27.25] | -0.5414101 | -0.5999831 | -0.4796598 |
| oxygen + phosphate_star | N_Pacific | (27.25,27.5] | -0.4266304 | -0.4362167 | -0.4131896 |
| oxygen + phosphate_star | N_Pacific | (27.5,27.75] | 0.9460285 | 0.9287905 | 0.9585139 |
| oxygen + phosphate_star | N_Pacific | (27.75,27.85] | 0.9618751 | 0.9512629 | 0.9738986 |
| oxygen + phosphate_star | N_Pacific | (27.85,27.95] | 0.8939049 | 0.8377755 | 0.9896343 |
| oxygen + phosphate_star | N_Pacific | (27.95,28.05] | 0.7151169 | 0.5761710 | 0.9602707 |
| oxygen + phosphate_star | N_Pacific | (28.05,28.1] | 0.8885659 | 0.8753577 | 0.9038115 |
| oxygen + phosphate_star | N_Pacific | (28.1,28.2] | -0.7852936 | -0.8439609 | -0.7519018 |
| oxygen + phosphate_star | Pacific | (-Inf,26] | -0.4570561 | -0.6319993 | -0.3125676 |
| oxygen + phosphate_star | Pacific | (26,26.5] | -0.7066890 | -0.7081453 | -0.7053907 |
| oxygen + phosphate_star | Pacific | (26.5,26.75] | -0.6442276 | -0.6623726 | -0.6109613 |
| oxygen + phosphate_star | Pacific | (26.75,27] | -0.5181384 | -0.5957937 | -0.4024936 |
| oxygen + phosphate_star | Pacific | (27,27.25] | 0.0604196 | -0.1285046 | 0.2606848 |
| oxygen + phosphate_star | Pacific | (27.25,27.5] | 0.2911761 | -0.0176022 | 0.4853790 |
| oxygen + phosphate_star | Pacific | (27.5,27.75] | 0.4511625 | 0.1993577 | 0.6110671 |
| oxygen + phosphate_star | Pacific | (27.75,27.85] | 0.1975863 | -0.0575736 | 0.3984184 |
| oxygen + phosphate_star | Pacific | (27.85,27.95] | -0.3393454 | -0.3449185 | -0.3313378 |
| oxygen + phosphate_star | Pacific | (27.95,28.05] | -0.2497643 | -0.3587562 | -0.1031565 |
| oxygen + phosphate_star | Pacific | (28.05,28.1] | -0.3283540 | -0.3980443 | -0.2734764 |
| oxygen + phosphate_star | Pacific | (28.1,28.2] | -0.3461482 | -0.3938274 | -0.2574810 |
| oxygen + phosphate_star | SO | (-Inf,26] | 0.1842235 | -0.1689636 | 0.4866781 |
| oxygen + phosphate_star | SO | (26,26.5] | -0.4031597 | -0.6841715 | -0.0629607 |
| oxygen + phosphate_star | SO | (26.5,26.75] | -0.3370886 | -0.4195082 | -0.2396781 |
| oxygen + phosphate_star | SO | (26.75,27] | -0.0522818 | -0.1037294 | -0.0109255 |
| oxygen + phosphate_star | SO | (27,27.25] | 0.3617559 | 0.2520499 | 0.5328258 |
| oxygen + phosphate_star | SO | (27.25,27.5] | 0.6411463 | 0.5335499 | 0.7559166 |
| oxygen + phosphate_star | SO | (27.5,27.75] | 0.8873242 | 0.8516553 | 0.9101767 |
| oxygen + phosphate_star | SO | (27.75,27.85] | 0.4421971 | 0.3297366 | 0.5539914 |
| oxygen + phosphate_star | SO | (27.85,27.95] | 0.2201718 | -0.0082196 | 0.3814052 |
| oxygen + phosphate_star | SO | (27.95,28.05] | 0.4916747 | 0.4108685 | 0.6132699 |
| oxygen + phosphate_star | SO | (28.05,28.1] | 0.7252003 | 0.5814731 | 0.8357182 |
| oxygen + phosphate_star | SO | (28.1,28.15] | 0.7926270 | 0.6376666 | 0.8982509 |
| oxygen + phosphate_star | SO | (28.1,28.2] | 0.8435535 | 0.7910646 | 0.8868971 |
| oxygen + phosphate_star | SO | (28.15,28.2] | 0.8965692 | 0.8656804 | 0.9451562 |
| oxygen + phosphate_star | SO | (28.2, Inf] | 0.2673592 | 0.0208009 | 0.4673615 |
| oxygen + phosphate_star | SO | (28.2,28.3] | 0.8777053 | 0.7508791 | 0.9480998 |
| oxygen + phosphate_star | SO | (28.3, Inf] | 0.4139782 | -0.7051480 | 0.9981814 |
| phosphate + phosphate_star | Atlantic | (-Inf,26] | 0.7568269 | 0.6346019 | 0.8838812 |
| phosphate + phosphate_star | Atlantic | (26,26.5] | 0.8396181 | 0.8140410 | 0.8636630 |
| phosphate + phosphate_star | Atlantic | (26.5,26.75] | 0.7947509 | 0.7490925 | 0.8241513 |
| phosphate + phosphate_star | Atlantic | (26.75,27] | 0.6129997 | 0.5461054 | 0.6561914 |
| phosphate + phosphate_star | Atlantic | (27,27.25] | 0.5317237 | 0.4821470 | 0.5580886 |
| phosphate + phosphate_star | Atlantic | (27.25,27.5] | 0.7880146 | 0.7066512 | 0.8287034 |
| phosphate + phosphate_star | Atlantic | (27.5,27.75] | 0.9248877 | 0.9069758 | 0.9397513 |
| phosphate + phosphate_star | Atlantic | (27.75,27.85] | 0.9601278 | 0.9406525 | 0.9780843 |
| phosphate + phosphate_star | Atlantic | (27.85,27.95] | 0.6883971 | 0.6786394 | 0.7069944 |
| phosphate + phosphate_star | Atlantic | (27.95,28.05] | 0.8908874 | 0.8781194 | 0.9099148 |
| phosphate + phosphate_star | Atlantic | (28.05,28.1] | 0.9507134 | 0.9445458 | 0.9587997 |
| phosphate + phosphate_star | Atlantic | (28.1,28.15] | 0.9823663 | 0.9795029 | 0.9862988 |
| phosphate + phosphate_star | Atlantic | (28.15,28.2] | 0.9641795 | 0.9347030 | 0.9863792 |
| phosphate + phosphate_star | Atlantic | (28.2, Inf] | 0.6827320 | 0.0987606 | 0.9790545 |
| phosphate + phosphate_star | Indian | (-Inf,26] | 0.9703108 | 0.9557375 | 0.9781889 |
| phosphate + phosphate_star | Indian | (26,26.5] | 0.9478107 | 0.9193277 | 0.9664502 |
| phosphate + phosphate_star | Indian | (26.5,26.75] | 0.8763566 | 0.8115227 | 0.9309536 |
| phosphate + phosphate_star | Indian | (26.75,27] | 0.1843092 | 0.1222270 | 0.2374651 |
| phosphate + phosphate_star | Indian | (27,27.25] | -0.4928712 | -0.5501080 | -0.4560859 |
| phosphate + phosphate_star | Indian | (27.25,27.5] | -0.4672567 | -0.5247179 | -0.4032248 |
| phosphate + phosphate_star | Indian | (27.5,27.75] | -0.6565900 | -0.7884436 | -0.5744553 |
| phosphate + phosphate_star | Indian | (27.75,27.85] | -0.3148431 | -0.3740850 | -0.2111938 |
| phosphate + phosphate_star | Indian | (27.85,27.95] | 0.8784518 | 0.8703845 | 0.8886392 |
| phosphate + phosphate_star | Indian | (27.95,28.05] | 0.9181947 | 0.8525165 | 0.9617036 |
| phosphate + phosphate_star | Indian | (28.05,28.1] | 0.8250281 | 0.6297336 | 0.9406161 |
| phosphate + phosphate_star | Indian | (28.1,28.2] | 0.1006064 | -0.4150037 | 0.4196412 |
| phosphate + phosphate_star | Indian | (28.2,28.3] | 0.8646770 | 0.7772662 | 0.9520877 |
| phosphate + phosphate_star | N_Atlantic | (-Inf,26] | 0.8659446 | 0.8529826 | 0.8789066 |
| phosphate + phosphate_star | N_Atlantic | (26,26.5] | 0.7846869 | 0.5817346 | 0.9318995 |
| phosphate + phosphate_star | N_Atlantic | (26.5,26.75] | 0.6396774 | 0.4954465 | 0.7343504 |
| phosphate + phosphate_star | N_Atlantic | (26.75,27] | 0.6866872 | 0.6221584 | 0.8081808 |
| phosphate + phosphate_star | N_Atlantic | (27,27.25] | 0.4518199 | 0.3372107 | 0.5160290 |
| phosphate + phosphate_star | N_Atlantic | (27.25,27.5] | 0.3054055 | 0.1945226 | 0.4890434 |
| phosphate + phosphate_star | N_Atlantic | (27.5,27.75] | 0.3303218 | 0.1866264 | 0.4812468 |
| phosphate + phosphate_star | N_Atlantic | (27.75,27.85] | -0.0302337 | -0.1187574 | 0.0668994 |
| phosphate + phosphate_star | N_Atlantic | (27.85,27.95] | -0.2174385 | -0.2793241 | -0.1234886 |
| phosphate + phosphate_star | N_Atlantic | (27.95,28.05] | 0.3278244 | -0.0507392 | 0.5711812 |
| phosphate + phosphate_star | N_Atlantic | (28.05,28.1] | 0.9587315 | 0.9526388 | 0.9684283 |
| phosphate + phosphate_star | N_Atlantic | (28.1,28.15] | 0.9837290 | 0.9753967 | 0.9914867 |
| phosphate + phosphate_star | N_Atlantic | (28.15,28.2] | 0.6161586 | 0.3006645 | 1.0000000 |
| phosphate + phosphate_star | N_Atlantic | (28.2, Inf] | 0.9903362 | 0.9811875 | 0.9959796 |
| phosphate + phosphate_star | N_Pacific | (-Inf,26] | 0.6138748 | 0.3198611 | 0.8049458 |
| phosphate + phosphate_star | N_Pacific | (26,26.5] | 0.7608579 | 0.6652231 | 0.8221665 |
| phosphate + phosphate_star | N_Pacific | (26.5,26.75] | 0.5164027 | 0.4867504 | 0.5729414 |
| phosphate + phosphate_star | N_Pacific | (26.75,27] | 0.2419179 | 0.2060627 | 0.2854690 |
| phosphate + phosphate_star | N_Pacific | (27,27.25] | 0.7572118 | 0.7094112 | 0.8003671 |
| phosphate + phosphate_star | N_Pacific | (27.25,27.5] | 0.7642958 | 0.7625966 | 0.7673883 |
| phosphate + phosphate_star | N_Pacific | (27.5,27.75] | -0.7904341 | -0.8314427 | -0.7254381 |
| phosphate + phosphate_star | N_Pacific | (27.75,27.85] | -0.9381687 | -0.9584076 | -0.9198451 |
| phosphate + phosphate_star | N_Pacific | (27.85,27.95] | -0.8641632 | -0.9869985 | -0.7898606 |
| phosphate + phosphate_star | N_Pacific | (27.95,28.05] | -0.6675536 | -0.9553064 | -0.5032821 |
| phosphate + phosphate_star | N_Pacific | (28.05,28.1] | -0.8844117 | -0.9003022 | -0.8707555 |
| phosphate + phosphate_star | N_Pacific | (28.1,28.2] | 0.7989872 | 0.7687680 | 0.8539354 |
| phosphate + phosphate_star | Pacific | (-Inf,26] | 0.8507561 | 0.8098671 | 0.9164299 |
| phosphate + phosphate_star | Pacific | (26,26.5] | 0.8912892 | 0.8615378 | 0.9115580 |
| phosphate + phosphate_star | Pacific | (26.5,26.75] | 0.8250300 | 0.7759376 | 0.8513660 |
| phosphate + phosphate_star | Pacific | (26.75,27] | 0.7088527 | 0.6336379 | 0.7673742 |
| phosphate + phosphate_star | Pacific | (27,27.25] | 0.1764011 | -0.0034936 | 0.3611767 |
| phosphate + phosphate_star | Pacific | (27.25,27.5] | -0.0627390 | -0.2591069 | 0.2698271 |
| phosphate + phosphate_star | Pacific | (27.5,27.75] | -0.2775790 | -0.4606440 | 0.0236158 |
| phosphate + phosphate_star | Pacific | (27.75,27.85] | -0.0800181 | -0.3083330 | 0.2153897 |
| phosphate + phosphate_star | Pacific | (27.85,27.95] | 0.4249801 | 0.4076114 | 0.4427204 |
| phosphate + phosphate_star | Pacific | (27.95,28.05] | 0.3512160 | 0.2094298 | 0.4495266 |
| phosphate + phosphate_star | Pacific | (28.05,28.1] | 0.4769746 | 0.4170470 | 0.5607414 |
| phosphate + phosphate_star | Pacific | (28.1,28.2] | 0.4729262 | 0.3920590 | 0.5156482 |
| phosphate + phosphate_star | SO | (-Inf,26] | 0.5216233 | 0.4588937 | 0.5901832 |
| phosphate + phosphate_star | SO | (26,26.5] | 0.8837798 | 0.8222146 | 0.9357773 |
| phosphate + phosphate_star | SO | (26.5,26.75] | 0.8134008 | 0.7809155 | 0.8503552 |
| phosphate + phosphate_star | SO | (26.75,27] | 0.6855072 | 0.6618411 | 0.7029541 |
| phosphate + phosphate_star | SO | (27,27.25] | 0.2499274 | 0.0653894 | 0.3672632 |
| phosphate + phosphate_star | SO | (27.25,27.5] | -0.1143134 | -0.2257247 | -0.0255333 |
| phosphate + phosphate_star | SO | (27.5,27.75] | -0.5642003 | -0.6164591 | -0.5126349 |
| phosphate + phosphate_star | SO | (27.75,27.85] | 0.1978517 | 0.0199529 | 0.3624404 |
| phosphate + phosphate_star | SO | (27.85,27.95] | 0.4737391 | 0.3452727 | 0.6169253 |
| phosphate + phosphate_star | SO | (27.95,28.05] | 0.3430507 | 0.2252196 | 0.4248031 |
| phosphate + phosphate_star | SO | (28.05,28.1] | 0.2836754 | 0.0901591 | 0.4623530 |
| phosphate + phosphate_star | SO | (28.1,28.15] | 0.4051013 | 0.1284504 | 0.7069736 |
| phosphate + phosphate_star | SO | (28.1,28.2] | -0.0575657 | -0.2293968 | 0.1380356 |
| phosphate + phosphate_star | SO | (28.15,28.2] | 0.0697934 | -0.2534064 | 0.3228166 |
| phosphate + phosphate_star | SO | (28.2, Inf] | 0.5102922 | 0.2470639 | 0.6582310 |
| phosphate + phosphate_star | SO | (28.2,28.3] | -0.4909330 | -0.6549117 | -0.2291146 |
| phosphate + phosphate_star | SO | (28.3, Inf] | 0.3040369 | -0.9921325 | 0.9903145 |
| sal + aou | Atlantic | (-Inf,26] | -0.1216603 | -0.3577251 | 0.0839267 |
| sal + aou | Atlantic | (26,26.5] | -0.1895519 | -0.2891544 | -0.0283913 |
| sal + aou | Atlantic | (26.5,26.75] | -0.1672980 | -0.2950706 | -0.0209732 |
| sal + aou | Atlantic | (26.75,27] | -0.1070593 | -0.1736461 | -0.0240569 |
| sal + aou | Atlantic | (27,27.25] | -0.0646253 | -0.1839282 | 0.0876850 |
| sal + aou | Atlantic | (27.25,27.5] | -0.0148246 | -0.0818825 | 0.1113851 |
| sal + aou | Atlantic | (27.5,27.75] | -0.5535504 | -0.5583391 | -0.5444345 |
| sal + aou | Atlantic | (27.75,27.85] | -0.7832453 | -0.8781235 | -0.6918079 |
| sal + aou | Atlantic | (27.85,27.95] | -0.4817355 | -0.5188191 | -0.4434990 |
| sal + aou | Atlantic | (27.95,28.05] | -0.8486101 | -0.8753480 | -0.8316521 |
| sal + aou | Atlantic | (28.05,28.1] | -0.8818255 | -0.8997614 | -0.8514436 |
| sal + aou | Atlantic | (28.1,28.15] | -0.8934354 | -0.9099699 | -0.8644469 |
| sal + aou | Atlantic | (28.15,28.2] | -0.1855876 | -0.6266664 | 0.1634918 |
| sal + aou | Atlantic | (28.2, Inf] | 0.2435000 | -0.2211628 | 0.5478306 |
| sal + aou | Indian | (-Inf,26] | -0.3207756 | -0.6152394 | -0.0123524 |
| sal + aou | Indian | (26,26.5] | -0.1631222 | -0.3056735 | -0.0381837 |
| sal + aou | Indian | (26.5,26.75] | 0.3073216 | 0.0870894 | 0.4313331 |
| sal + aou | Indian | (26.75,27] | 0.8191288 | 0.7942994 | 0.8374774 |
| sal + aou | Indian | (27,27.25] | 0.9112781 | 0.8940753 | 0.9401058 |
| sal + aou | Indian | (27.25,27.5] | 0.9123490 | 0.8889231 | 0.9441288 |
| sal + aou | Indian | (27.5,27.75] | 0.7683681 | 0.7157771 | 0.8708303 |
| sal + aou | Indian | (27.75,27.85] | 0.8231487 | 0.7750519 | 0.8923474 |
| sal + aou | Indian | (27.85,27.95] | 0.7559376 | 0.6926553 | 0.7990601 |
| sal + aou | Indian | (27.95,28.05] | 0.0798019 | -0.4332654 | 0.5513822 |
| sal + aou | Indian | (28.05,28.1] | -0.2919459 | -0.7327761 | 0.2918608 |
| sal + aou | Indian | (28.1,28.2] | 0.4718615 | 0.1543643 | 0.9010926 |
| sal + aou | Indian | (28.2,28.3] | 0.4481330 | -0.0439987 | 0.9402648 |
| sal + aou | N_Atlantic | (-Inf,26] | -0.9056160 | -0.9992497 | -0.8119824 |
| sal + aou | N_Atlantic | (26,26.5] | -0.4420260 | -0.8519856 | 0.0508569 |
| sal + aou | N_Atlantic | (26.5,26.75] | 0.2194640 | 0.1408695 | 0.3541346 |
| sal + aou | N_Atlantic | (26.75,27] | 0.2332179 | 0.1632586 | 0.3427320 |
| sal + aou | N_Atlantic | (27,27.25] | 0.3643197 | 0.2423315 | 0.4690114 |
| sal + aou | N_Atlantic | (27.25,27.5] | 0.3960326 | 0.1966553 | 0.5166530 |
| sal + aou | N_Atlantic | (27.5,27.75] | 0.4288642 | 0.4031968 | 0.4453331 |
| sal + aou | N_Atlantic | (27.75,27.85] | 0.5146626 | 0.3137986 | 0.6462354 |
| sal + aou | N_Atlantic | (27.85,27.95] | 0.5972972 | 0.3724466 | 0.7391390 |
| sal + aou | N_Atlantic | (27.95,28.05] | 0.5386602 | 0.1034310 | 0.8332035 |
| sal + aou | N_Atlantic | (28.05,28.1] | 0.0307485 | -0.0380030 | 0.1201208 |
| sal + aou | N_Atlantic | (28.1,28.15] | -0.0134026 | -0.1194590 | 0.0804281 |
| sal + aou | N_Atlantic | (28.15,28.2] | 0.3768553 | 0.0268685 | 1.0000000 |
| sal + aou | N_Atlantic | (28.2, Inf] | 0.9306940 | 0.9220946 | 0.9452868 |
| sal + aou | N_Pacific | (-Inf,26] | -0.1951782 | -0.5568880 | 0.2304212 |
| sal + aou | N_Pacific | (26,26.5] | -0.3611776 | -0.5124650 | -0.1281552 |
| sal + aou | N_Pacific | (26.5,26.75] | 0.3686686 | 0.2157802 | 0.4997750 |
| sal + aou | N_Pacific | (26.75,27] | 0.6549786 | 0.5968326 | 0.6950210 |
| sal + aou | N_Pacific | (27,27.25] | 0.4592347 | 0.4217202 | 0.5087475 |
| sal + aou | N_Pacific | (27.25,27.5] | 0.3576542 | 0.3040552 | 0.4044957 |
| sal + aou | N_Pacific | (27.5,27.75] | -0.8782821 | -0.9173233 | -0.8221336 |
| sal + aou | N_Pacific | (27.75,27.85] | -0.9704809 | -0.9784177 | -0.9654863 |
| sal + aou | N_Pacific | (27.85,27.95] | -0.9867916 | -0.9899288 | -0.9828530 |
| sal + aou | N_Pacific | (27.95,28.05] | -0.9901766 | -0.9905555 | -0.9898084 |
| sal + aou | N_Pacific | (28.05,28.1] | -0.9945459 | -0.9952190 | -0.9938493 |
| sal + aou | N_Pacific | (28.1,28.2] | -0.9876917 | -0.9918683 | -0.9813725 |
| sal + aou | Pacific | (-Inf,26] | -0.1432634 | -0.2538330 | -0.0388488 |
| sal + aou | Pacific | (26,26.5] | -0.2679390 | -0.4412542 | 0.0707207 |
| sal + aou | Pacific | (26.5,26.75] | -0.0386867 | -0.2686283 | 0.3829649 |
| sal + aou | Pacific | (26.75,27] | 0.0221038 | -0.2672139 | 0.3433271 |
| sal + aou | Pacific | (27,27.25] | 0.1770575 | -0.0325661 | 0.4166028 |
| sal + aou | Pacific | (27.25,27.5] | 0.3723561 | 0.3200144 | 0.4728015 |
| sal + aou | Pacific | (27.5,27.75] | 0.1955794 | 0.1536672 | 0.2330874 |
| sal + aou | Pacific | (27.75,27.85] | -0.1677123 | -0.1705318 | -0.1629472 |
| sal + aou | Pacific | (27.85,27.95] | -0.5774087 | -0.6194037 | -0.5321808 |
| sal + aou | Pacific | (27.95,28.05] | -0.9310021 | -0.9363527 | -0.9208086 |
| sal + aou | Pacific | (28.05,28.1] | -0.9639937 | -0.9727151 | -0.9548772 |
| sal + aou | Pacific | (28.1,28.2] | -0.9176663 | -0.9524249 | -0.8989606 |
| sal + aou | SO | (-Inf,26] | -0.3960730 | -0.6069073 | -0.1202723 |
| sal + aou | SO | (26,26.5] | -0.6177935 | -0.7508981 | -0.4305854 |
| sal + aou | SO | (26.5,26.75] | -0.5076109 | -0.6061036 | -0.3898891 |
| sal + aou | SO | (26.75,27] | -0.1707408 | -0.2315330 | -0.1400114 |
| sal + aou | SO | (27,27.25] | 0.5471059 | 0.4775390 | 0.6386801 |
| sal + aou | SO | (27.25,27.5] | 0.8754386 | 0.8459163 | 0.9190480 |
| sal + aou | SO | (27.5,27.75] | 0.8480439 | 0.8304032 | 0.8639282 |
| sal + aou | SO | (27.75,27.85] | 0.4248595 | 0.3022087 | 0.5220491 |
| sal + aou | SO | (27.85,27.95] | 0.1208280 | -0.0453144 | 0.2488498 |
| sal + aou | SO | (27.95,28.05] | 0.3566647 | 0.2770511 | 0.5068864 |
| sal + aou | SO | (28.05,28.1] | 0.6246110 | 0.4516315 | 0.7749374 |
| sal + aou | SO | (28.1,28.15] | 0.6801437 | 0.4610589 | 0.8255886 |
| sal + aou | SO | (28.1,28.2] | 0.8612139 | 0.8353447 | 0.9038141 |
| sal + aou | SO | (28.15,28.2] | 0.8197825 | 0.7600629 | 0.8754104 |
| sal + aou | SO | (28.2, Inf] | 0.7128394 | 0.5212626 | 0.9010396 |
| sal + aou | SO | (28.2,28.3] | 0.9004322 | 0.8781867 | 0.9359299 |
| sal + aou | SO | (28.3, Inf] | 0.5059389 | -0.2550545 | 0.9234779 |
| sal + nitrate | Atlantic | (-Inf,26] | -0.0871188 | -0.3498746 | 0.1308579 |
| sal + nitrate | Atlantic | (26,26.5] | -0.2455752 | -0.3547913 | -0.0717087 |
| sal + nitrate | Atlantic | (26.5,26.75] | -0.2613514 | -0.3917448 | -0.1071761 |
| sal + nitrate | Atlantic | (26.75,27] | -0.3281131 | -0.3959481 | -0.2455342 |
| sal + nitrate | Atlantic | (27,27.25] | -0.5486132 | -0.6032163 | -0.4760404 |
| sal + nitrate | Atlantic | (27.25,27.5] | -0.8455423 | -0.8710235 | -0.8112774 |
| sal + nitrate | Atlantic | (27.5,27.75] | -0.9527490 | -0.9592629 | -0.9448047 |
| sal + nitrate | Atlantic | (27.75,27.85] | -0.9273765 | -0.9561490 | -0.8935457 |
| sal + nitrate | Atlantic | (27.85,27.95] | -0.7257495 | -0.7419830 | -0.7046719 |
| sal + nitrate | Atlantic | (27.95,28.05] | -0.8865752 | -0.8958568 | -0.8781547 |
| sal + nitrate | Atlantic | (28.05,28.1] | -0.8868637 | -0.8932975 | -0.8813045 |
| sal + nitrate | Atlantic | (28.1,28.15] | -0.9467961 | -0.9545086 | -0.9357119 |
| sal + nitrate | Atlantic | (28.15,28.2] | -0.5311722 | -0.8138933 | -0.3267219 |
| sal + nitrate | Atlantic | (28.2, Inf] | -0.1249894 | -0.8905968 | 0.6843134 |
| sal + nitrate | Indian | (-Inf,26] | -0.3911361 | -0.6675824 | -0.0950480 |
| sal + nitrate | Indian | (26,26.5] | -0.2678330 | -0.4348388 | -0.1242442 |
| sal + nitrate | Indian | (26.5,26.75] | 0.1518985 | -0.1536422 | 0.3137041 |
| sal + nitrate | Indian | (26.75,27] | 0.6816060 | 0.6554223 | 0.7236938 |
| sal + nitrate | Indian | (27,27.25] | 0.7051010 | 0.6578402 | 0.7596407 |
| sal + nitrate | Indian | (27.25,27.5] | 0.6904888 | 0.6373221 | 0.7425895 |
| sal + nitrate | Indian | (27.5,27.75] | 0.6729522 | 0.6039771 | 0.8061523 |
| sal + nitrate | Indian | (27.75,27.85] | 0.7632730 | 0.7149511 | 0.8221607 |
| sal + nitrate | Indian | (27.85,27.95] | 0.6841697 | 0.5856639 | 0.7375131 |
| sal + nitrate | Indian | (27.95,28.05] | 0.0209881 | -0.5002079 | 0.5109776 |
| sal + nitrate | Indian | (28.05,28.1] | -0.3941634 | -0.7949080 | 0.1286251 |
| sal + nitrate | Indian | (28.1,28.2] | 0.2144320 | -0.1694072 | 0.7553353 |
| sal + nitrate | Indian | (28.2,28.3] | -0.8143883 | -0.8819261 | -0.7468506 |
| sal + nitrate | N_Atlantic | (-Inf,26] | -0.9133385 | -0.9911645 | -0.8355124 |
| sal + nitrate | N_Atlantic | (26,26.5] | -0.5203132 | -0.9314274 | 0.0084289 |
| sal + nitrate | N_Atlantic | (26.5,26.75] | 0.2463418 | 0.1563596 | 0.3643462 |
| sal + nitrate | N_Atlantic | (26.75,27] | 0.1737157 | 0.1136705 | 0.2576312 |
| sal + nitrate | N_Atlantic | (27,27.25] | 0.1274602 | -0.0041937 | 0.2913193 |
| sal + nitrate | N_Atlantic | (27.25,27.5] | -0.2329573 | -0.4422902 | 0.1110516 |
| sal + nitrate | N_Atlantic | (27.5,27.75] | -0.3759483 | -0.5963277 | -0.2313570 |
| sal + nitrate | N_Atlantic | (27.75,27.85] | -0.0749742 | -0.1848373 | 0.0372931 |
| sal + nitrate | N_Atlantic | (27.85,27.95] | 0.2204473 | 0.0429616 | 0.3671433 |
| sal + nitrate | N_Atlantic | (27.95,28.05] | 0.1751942 | -0.6182354 | 0.6675330 |
| sal + nitrate | N_Atlantic | (28.05,28.1] | 0.0272399 | -0.0606835 | 0.0981331 |
| sal + nitrate | N_Atlantic | (28.1,28.15] | -0.0062209 | -0.1128641 | 0.0769434 |
| sal + nitrate | N_Atlantic | (28.15,28.2] | 0.4315904 | 0.0026975 | 1.0000000 |
| sal + nitrate | N_Atlantic | (28.2, Inf] | 0.9165827 | 0.8946085 | 0.9330477 |
| sal + nitrate | N_Pacific | (-Inf,26] | -0.1887438 | -0.5275190 | 0.2049574 |
| sal + nitrate | N_Pacific | (26,26.5] | -0.4899512 | -0.6266264 | -0.2896586 |
| sal + nitrate | N_Pacific | (26.5,26.75] | 0.1983103 | 0.0521832 | 0.3765198 |
| sal + nitrate | N_Pacific | (26.75,27] | 0.4110800 | 0.3888438 | 0.4313595 |
| sal + nitrate | N_Pacific | (27,27.25] | 0.2895947 | 0.1811957 | 0.3681033 |
| sal + nitrate | N_Pacific | (27.25,27.5] | 0.4281040 | 0.3590578 | 0.4723816 |
| sal + nitrate | N_Pacific | (27.5,27.75] | -0.6459703 | -0.7340225 | -0.5109541 |
| sal + nitrate | N_Pacific | (27.75,27.85] | -0.9321435 | -0.9481111 | -0.9231083 |
| sal + nitrate | N_Pacific | (27.85,27.95] | -0.9766715 | -0.9788276 | -0.9730752 |
| sal + nitrate | N_Pacific | (27.95,28.05] | -0.9896971 | -0.9906016 | -0.9890297 |
| sal + nitrate | N_Pacific | (28.05,28.1] | -0.9957224 | -0.9960837 | -0.9953329 |
| sal + nitrate | N_Pacific | (28.1,28.2] | -0.9968912 | -0.9975117 | -0.9962643 |
| sal + nitrate | Pacific | (-Inf,26] | -0.2744475 | -0.3421562 | -0.1878689 |
| sal + nitrate | Pacific | (26,26.5] | -0.4278938 | -0.6061989 | -0.0743257 |
| sal + nitrate | Pacific | (26.5,26.75] | -0.3081505 | -0.5235249 | 0.1210873 |
| sal + nitrate | Pacific | (26.75,27] | -0.2766154 | -0.4902245 | -0.0782500 |
| sal + nitrate | Pacific | (27,27.25] | -0.1548551 | -0.2740099 | -0.0946516 |
| sal + nitrate | Pacific | (27.25,27.5] | 0.1124368 | 0.0109285 | 0.1816189 |
| sal + nitrate | Pacific | (27.5,27.75] | 0.2014553 | 0.1181144 | 0.2526582 |
| sal + nitrate | Pacific | (27.75,27.85] | -0.0955189 | -0.1192310 | -0.0632187 |
| sal + nitrate | Pacific | (27.85,27.95] | -0.4947319 | -0.5513244 | -0.4140401 |
| sal + nitrate | Pacific | (27.95,28.05] | -0.8919190 | -0.9035136 | -0.8704141 |
| sal + nitrate | Pacific | (28.05,28.1] | -0.9839069 | -0.9864299 | -0.9822036 |
| sal + nitrate | Pacific | (28.1,28.2] | -0.9278598 | -0.9590081 | -0.9106331 |
| sal + nitrate | SO | (-Inf,26] | -0.1685653 | -0.4515118 | 0.0764626 |
| sal + nitrate | SO | (26,26.5] | -0.6331173 | -0.7404995 | -0.5304448 |
| sal + nitrate | SO | (26.5,26.75] | -0.6985193 | -0.7714411 | -0.6124825 |
| sal + nitrate | SO | (26.75,27] | -0.5448845 | -0.5720848 | -0.5103850 |
| sal + nitrate | SO | (27,27.25] | 0.1679763 | 0.0881591 | 0.2701701 |
| sal + nitrate | SO | (27.25,27.5] | 0.6274299 | 0.6020944 | 0.6681262 |
| sal + nitrate | SO | (27.5,27.75] | 0.6278978 | 0.5864376 | 0.6715170 |
| sal + nitrate | SO | (27.75,27.85] | -0.0666168 | -0.2342120 | 0.0866028 |
| sal + nitrate | SO | (27.85,27.95] | -0.3896504 | -0.4950290 | -0.2917449 |
| sal + nitrate | SO | (27.95,28.05] | -0.2540613 | -0.3192741 | -0.1267122 |
| sal + nitrate | SO | (28.05,28.1] | -0.1481343 | -0.3157973 | 0.0578337 |
| sal + nitrate | SO | (28.1,28.15] | -0.1958759 | -0.4769838 | 0.0512891 |
| sal + nitrate | SO | (28.1,28.2] | 0.3694745 | 0.2375052 | 0.4981731 |
| sal + nitrate | SO | (28.15,28.2] | 0.2003934 | -0.0473736 | 0.4296948 |
| sal + nitrate | SO | (28.2, Inf] | 0.3999993 | 0.0256567 | 0.7331833 |
| sal + nitrate | SO | (28.2,28.3] | 0.7587226 | 0.7018852 | 0.7982816 |
| sal + nitrate | SO | (28.3, Inf] | -0.2293329 | -0.8801146 | 0.8266618 |
| sal + oxygen | Atlantic | (-Inf,26] | -0.3390866 | -0.5370986 | -0.0475961 |
| sal + oxygen | Atlantic | (26,26.5] | -0.0573843 | -0.1954995 | 0.0347405 |
| sal + oxygen | Atlantic | (26.5,26.75] | -0.0057885 | -0.1401379 | 0.1037799 |
| sal + oxygen | Atlantic | (26.75,27] | -0.0933787 | -0.1716461 | -0.0400840 |
| sal + oxygen | Atlantic | (27,27.25] | -0.1940207 | -0.3580697 | -0.0625375 |
| sal + oxygen | Atlantic | (27.25,27.5] | -0.3861984 | -0.5245790 | -0.2540353 |
| sal + oxygen | Atlantic | (27.5,27.75] | -0.0467759 | -0.0814397 | 0.0139237 |
| sal + oxygen | Atlantic | (27.75,27.85] | 0.4214456 | 0.2988462 | 0.6376742 |
| sal + oxygen | Atlantic | (27.85,27.95] | 0.2663332 | 0.2201388 | 0.3324375 |
| sal + oxygen | Atlantic | (27.95,28.05] | 0.8157010 | 0.7894522 | 0.8611292 |
| sal + oxygen | Atlantic | (28.05,28.1] | 0.8325751 | 0.7826173 | 0.8592039 |
| sal + oxygen | Atlantic | (28.1,28.15] | 0.6595233 | 0.5560173 | 0.7156277 |
| sal + oxygen | Atlantic | (28.15,28.2] | -0.1411324 | -0.5161002 | 0.2920282 |
| sal + oxygen | Atlantic | (28.2, Inf] | -0.7031681 | -0.9781250 | -0.1634606 |
| sal + oxygen | Indian | (-Inf,26] | 0.2647332 | -0.0589347 | 0.5799177 |
| sal + oxygen | Indian | (26,26.5] | 0.0888196 | -0.0509086 | 0.2348702 |
| sal + oxygen | Indian | (26.5,26.75] | -0.3665508 | -0.4738910 | -0.1636611 |
| sal + oxygen | Indian | (26.75,27] | -0.8551400 | -0.8689019 | -0.8331956 |
| sal + oxygen | Indian | (27,27.25] | -0.9433279 | -0.9648688 | -0.9289127 |
| sal + oxygen | Indian | (27.25,27.5] | -0.9488132 | -0.9700268 | -0.9306317 |
| sal + oxygen | Indian | (27.5,27.75] | -0.8135628 | -0.8710867 | -0.7838701 |
| sal + oxygen | Indian | (27.75,27.85] | -0.8571014 | -0.9039836 | -0.8202096 |
| sal + oxygen | Indian | (27.85,27.95] | -0.7761757 | -0.8200597 | -0.7138753 |
| sal + oxygen | Indian | (27.95,28.05] | -0.1206301 | -0.5985492 | 0.4056627 |
| sal + oxygen | Indian | (28.05,28.1] | 0.2262491 | -0.3920590 | 0.6957781 |
| sal + oxygen | Indian | (28.1,28.2] | -0.5318688 | -0.9209037 | -0.2447905 |
| sal + oxygen | Indian | (28.2,28.3] | -0.6966928 | -0.9806746 | -0.4127110 |
| sal + oxygen | N_Atlantic | (-Inf,26] | 0.8943039 | 0.7890313 | 0.9995766 |
| sal + oxygen | N_Atlantic | (26,26.5] | 0.3125963 | -0.1716271 | 0.7293991 |
| sal + oxygen | N_Atlantic | (26.5,26.75] | -0.3869499 | -0.5032282 | -0.3287541 |
| sal + oxygen | N_Atlantic | (26.75,27] | -0.3748847 | -0.4839137 | -0.2937902 |
| sal + oxygen | N_Atlantic | (27,27.25] | -0.4768311 | -0.5708919 | -0.3957029 |
| sal + oxygen | N_Atlantic | (27.25,27.5] | -0.5723926 | -0.6305027 | -0.4574488 |
| sal + oxygen | N_Atlantic | (27.5,27.75] | -0.6791603 | -0.7201187 | -0.6276648 |
| sal + oxygen | N_Atlantic | (27.75,27.85] | -0.7134214 | -0.8188253 | -0.5630949 |
| sal + oxygen | N_Atlantic | (27.85,27.95] | -0.7051905 | -0.8131250 | -0.5239360 |
| sal + oxygen | N_Atlantic | (27.95,28.05] | -0.8200475 | -0.8860629 | -0.7839812 |
| sal + oxygen | N_Atlantic | (28.05,28.1] | -0.1465086 | -0.2304600 | -0.0542115 |
| sal + oxygen | N_Atlantic | (28.1,28.15] | -0.0775537 | -0.1505786 | 0.0572831 |
| sal + oxygen | N_Atlantic | (28.15,28.2] | -0.4177678 | -1.0000000 | 0.2021226 |
| sal + oxygen | N_Atlantic | (28.2, Inf] | 0.0034017 | -0.7566400 | 0.8402494 |
| sal + oxygen | N_Pacific | (-Inf,26] | -0.2822989 | -0.7456778 | 0.1840643 |
| sal + oxygen | N_Pacific | (26,26.5] | 0.1286944 | -0.1604599 | 0.3014254 |
| sal + oxygen | N_Pacific | (26.5,26.75] | -0.4904176 | -0.5862392 | -0.3674943 |
| sal + oxygen | N_Pacific | (26.75,27] | -0.7786002 | -0.7951133 | -0.7520845 |
| sal + oxygen | N_Pacific | (27,27.25] | -0.5757453 | -0.6230951 | -0.5504547 |
| sal + oxygen | N_Pacific | (27.25,27.5] | -0.2513476 | -0.3578051 | -0.1468129 |
| sal + oxygen | N_Pacific | (27.5,27.75] | 0.9301743 | 0.8884255 | 0.9546182 |
| sal + oxygen | N_Pacific | (27.75,27.85] | 0.9601457 | 0.9539608 | 0.9671594 |
| sal + oxygen | N_Pacific | (27.85,27.95] | 0.9844450 | 0.9822894 | 0.9867807 |
| sal + oxygen | N_Pacific | (27.95,28.05] | 0.9904806 | 0.9900925 | 0.9907439 |
| sal + oxygen | N_Pacific | (28.05,28.1] | 0.9958508 | 0.9953727 | 0.9963838 |
| sal + oxygen | N_Pacific | (28.1,28.2] | 0.9965901 | 0.9955269 | 0.9977103 |
| sal + oxygen | Pacific | (-Inf,26] | -0.1695351 | -0.2615344 | -0.0138675 |
| sal + oxygen | Pacific | (26,26.5] | 0.1050052 | -0.1929100 | 0.2629552 |
| sal + oxygen | Pacific | (26.5,26.75] | -0.1037677 | -0.4755252 | 0.1004591 |
| sal + oxygen | Pacific | (26.75,27] | -0.1237432 | -0.4281342 | 0.1529331 |
| sal + oxygen | Pacific | (27,27.25] | -0.2289888 | -0.4661798 | -0.0235138 |
| sal + oxygen | Pacific | (27.25,27.5] | -0.3924098 | -0.4960826 | -0.3379473 |
| sal + oxygen | Pacific | (27.5,27.75] | -0.1833997 | -0.2168449 | -0.1495665 |
| sal + oxygen | Pacific | (27.75,27.85] | 0.1620091 | 0.1577728 | 0.1677938 |
| sal + oxygen | Pacific | (27.85,27.95] | 0.5945636 | 0.5456875 | 0.6374817 |
| sal + oxygen | Pacific | (27.95,28.05] | 0.9360651 | 0.9250304 | 0.9426107 |
| sal + oxygen | Pacific | (28.05,28.1] | 0.9536416 | 0.9419817 | 0.9627714 |
| sal + oxygen | Pacific | (28.1,28.2] | 0.9156593 | 0.8975279 | 0.9497288 |
| sal + oxygen | SO | (-Inf,26] | -0.4763503 | -0.8407516 | 0.0625900 |
| sal + oxygen | SO | (26,26.5] | 0.2082410 | -0.1748530 | 0.5253212 |
| sal + oxygen | SO | (26.5,26.75] | 0.2520612 | 0.0988151 | 0.3761064 |
| sal + oxygen | SO | (26.75,27] | -0.0713955 | -0.1084425 | -0.0094590 |
| sal + oxygen | SO | (27,27.25] | -0.6629221 | -0.7285511 | -0.6093543 |
| sal + oxygen | SO | (27.25,27.5] | -0.9285940 | -0.9565850 | -0.9088418 |
| sal + oxygen | SO | (27.5,27.75] | -0.8107563 | -0.8221637 | -0.7904961 |
| sal + oxygen | SO | (27.75,27.85] | -0.5316733 | -0.6064157 | -0.4354116 |
| sal + oxygen | SO | (27.85,27.95] | -0.2868229 | -0.4022816 | -0.1155699 |
| sal + oxygen | SO | (27.95,28.05] | -0.5215439 | -0.6427289 | -0.4552235 |
| sal + oxygen | SO | (28.05,28.1] | -0.7565057 | -0.8525779 | -0.6440569 |
| sal + oxygen | SO | (28.1,28.15] | -0.8463829 | -0.8997037 | -0.7650089 |
| sal + oxygen | SO | (28.1,28.2] | -0.9086618 | -0.9316970 | -0.8951653 |
| sal + oxygen | SO | (28.15,28.2] | -0.9269290 | -0.9372729 | -0.9085996 |
| sal + oxygen | SO | (28.2, Inf] | -0.9070740 | -0.9547806 | -0.8745553 |
| sal + oxygen | SO | (28.2,28.3] | -0.9412593 | -0.9620066 | -0.9139468 |
| sal + oxygen | SO | (28.3, Inf] | -0.4646128 | -0.9862854 | 0.4424902 |
| sal + phosphate | Atlantic | (-Inf,26] | -0.4091387 | -0.5297745 | -0.2226874 |
| sal + phosphate | Atlantic | (26,26.5] | -0.3390610 | -0.4406035 | -0.1644601 |
| sal + phosphate | Atlantic | (26.5,26.75] | -0.3112209 | -0.4401132 | -0.1609905 |
| sal + phosphate | Atlantic | (26.75,27] | -0.3737162 | -0.4419959 | -0.2975183 |
| sal + phosphate | Atlantic | (27,27.25] | -0.5859776 | -0.6240863 | -0.5337416 |
| sal + phosphate | Atlantic | (27.25,27.5] | -0.8722053 | -0.8936864 | -0.8330307 |
| sal + phosphate | Atlantic | (27.5,27.75] | -0.9458501 | -0.9577756 | -0.9286703 |
| sal + phosphate | Atlantic | (27.75,27.85] | -0.9118972 | -0.9472062 | -0.8645271 |
| sal + phosphate | Atlantic | (27.85,27.95] | -0.7969035 | -0.8600045 | -0.7454299 |
| sal + phosphate | Atlantic | (27.95,28.05] | -0.9582189 | -0.9633915 | -0.9507759 |
| sal + phosphate | Atlantic | (28.05,28.1] | -0.9095960 | -0.9148700 | -0.9052055 |
| sal + phosphate | Atlantic | (28.1,28.15] | -0.9572824 | -0.9669466 | -0.9446383 |
| sal + phosphate | Atlantic | (28.15,28.2] | -0.5527214 | -0.8244587 | -0.3569347 |
| sal + phosphate | Atlantic | (28.2, Inf] | -0.1562539 | -0.9076312 | 0.6329011 |
| sal + phosphate | Indian | (-Inf,26] | -0.3320873 | -0.6494200 | -0.0047082 |
| sal + phosphate | Indian | (26,26.5] | -0.1940878 | -0.3831683 | -0.0366329 |
| sal + phosphate | Indian | (26.5,26.75] | 0.2290080 | -0.0733653 | 0.3960355 |
| sal + phosphate | Indian | (26.75,27] | 0.7396566 | 0.7150834 | 0.7756713 |
| sal + phosphate | Indian | (27,27.25] | 0.7806551 | 0.7551855 | 0.8217550 |
| sal + phosphate | Indian | (27.25,27.5] | 0.7321547 | 0.6881291 | 0.7888858 |
| sal + phosphate | Indian | (27.5,27.75] | 0.6910893 | 0.6266747 | 0.8118565 |
| sal + phosphate | Indian | (27.75,27.85] | 0.8017565 | 0.7616748 | 0.8467639 |
| sal + phosphate | Indian | (27.85,27.95] | 0.7187069 | 0.6230964 | 0.7709739 |
| sal + phosphate | Indian | (27.95,28.05] | 0.0551074 | -0.4772497 | 0.5538925 |
| sal + phosphate | Indian | (28.05,28.1] | -0.3439375 | -0.7851251 | 0.2362386 |
| sal + phosphate | Indian | (28.1,28.2] | 0.2508886 | -0.1462964 | 0.7922610 |
| sal + phosphate | Indian | (28.2,28.3] | -0.8251445 | -0.8877601 | -0.7625289 |
| sal + phosphate | N_Atlantic | (-Inf,26] | -0.9105838 | -0.9921639 | -0.8290038 |
| sal + phosphate | N_Atlantic | (26,26.5] | -0.5448833 | -0.9352042 | -0.0324180 |
| sal + phosphate | N_Atlantic | (26.5,26.75] | 0.1543444 | 0.0766271 | 0.2823901 |
| sal + phosphate | N_Atlantic | (26.75,27] | 0.1123499 | 0.0603663 | 0.1928813 |
| sal + phosphate | N_Atlantic | (27,27.25] | 0.1487397 | 0.0080405 | 0.3079595 |
| sal + phosphate | N_Atlantic | (27.25,27.5] | -0.1193341 | -0.3680346 | 0.2189151 |
| sal + phosphate | N_Atlantic | (27.5,27.75] | -0.2871898 | -0.5088033 | -0.1760494 |
| sal + phosphate | N_Atlantic | (27.75,27.85] | 0.0045107 | -0.0406889 | 0.0929659 |
| sal + phosphate | N_Atlantic | (27.85,27.95] | 0.1923467 | 0.1327012 | 0.2495150 |
| sal + phosphate | N_Atlantic | (27.95,28.05] | 0.1253382 | -0.4073975 | 0.5308606 |
| sal + phosphate | N_Atlantic | (28.05,28.1] | -0.0892199 | -0.1759761 | -0.0161012 |
| sal + phosphate | N_Atlantic | (28.1,28.15] | -0.0988235 | -0.1900158 | 0.0031639 |
| sal + phosphate | N_Atlantic | (28.15,28.2] | -0.6016470 | -1.0000000 | 0.1648781 |
| sal + phosphate | N_Atlantic | (28.2, Inf] | -0.9921996 | -0.9960743 | -0.9898733 |
| sal + phosphate | N_Pacific | (-Inf,26] | -0.3550889 | -0.6082221 | -0.0922716 |
| sal + phosphate | N_Pacific | (26,26.5] | -0.5105741 | -0.6436272 | -0.3342138 |
| sal + phosphate | N_Pacific | (26.5,26.75] | 0.2247117 | 0.0407755 | 0.3885239 |
| sal + phosphate | N_Pacific | (26.75,27] | 0.4833072 | 0.3803906 | 0.5528848 |
| sal + phosphate | N_Pacific | (27,27.25] | 0.4038802 | 0.3735230 | 0.4568630 |
| sal + phosphate | N_Pacific | (27.25,27.5] | 0.5418744 | 0.5004368 | 0.5724547 |
| sal + phosphate | N_Pacific | (27.5,27.75] | -0.7866080 | -0.8422589 | -0.6945977 |
| sal + phosphate | N_Pacific | (27.75,27.85] | -0.9432358 | -0.9535942 | -0.9372252 |
| sal + phosphate | N_Pacific | (27.85,27.95] | -0.9828274 | -0.9862343 | -0.9790374 |
| sal + phosphate | N_Pacific | (27.95,28.05] | -0.9855352 | -0.9902770 | -0.9828065 |
| sal + phosphate | N_Pacific | (28.05,28.1] | -0.9961894 | -0.9965093 | -0.9958008 |
| sal + phosphate | N_Pacific | (28.1,28.2] | -0.9967913 | -0.9975354 | -0.9963154 |
| sal + phosphate | Pacific | (-Inf,26] | -0.2494113 | -0.3128267 | -0.1577611 |
| sal + phosphate | Pacific | (26,26.5] | -0.3558050 | -0.5309458 | -0.0155246 |
| sal + phosphate | Pacific | (26.5,26.75] | -0.1232254 | -0.3554886 | 0.3049354 |
| sal + phosphate | Pacific | (26.75,27] | 0.0089535 | -0.2798944 | 0.3396289 |
| sal + phosphate | Pacific | (27,27.25] | 0.2283760 | 0.0108380 | 0.4846864 |
| sal + phosphate | Pacific | (27.25,27.5] | 0.4482649 | 0.3906413 | 0.5625373 |
| sal + phosphate | Pacific | (27.5,27.75] | 0.2856179 | 0.2683471 | 0.3064947 |
| sal + phosphate | Pacific | (27.75,27.85] | -0.0889330 | -0.1089056 | -0.0555195 |
| sal + phosphate | Pacific | (27.85,27.95] | -0.5435304 | -0.5939881 | -0.4811103 |
| sal + phosphate | Pacific | (27.95,28.05] | -0.9138463 | -0.9219337 | -0.8985360 |
| sal + phosphate | Pacific | (28.05,28.1] | -0.9827195 | -0.9853416 | -0.9807739 |
| sal + phosphate | Pacific | (28.1,28.2] | -0.9328044 | -0.9615174 | -0.9166118 |
| sal + phosphate | SO | (-Inf,26] | -0.1194976 | -0.3780878 | 0.0953781 |
| sal + phosphate | SO | (26,26.5] | -0.6183088 | -0.7230430 | -0.5186333 |
| sal + phosphate | SO | (26.5,26.75] | -0.6815092 | -0.7572727 | -0.5967564 |
| sal + phosphate | SO | (26.75,27] | -0.5282957 | -0.5561461 | -0.4953659 |
| sal + phosphate | SO | (27,27.25] | 0.1840685 | 0.1077732 | 0.2806165 |
| sal + phosphate | SO | (27.25,27.5] | 0.6534602 | 0.6286294 | 0.6968168 |
| sal + phosphate | SO | (27.5,27.75] | 0.5916749 | 0.5506550 | 0.6316592 |
| sal + phosphate | SO | (27.75,27.85] | -0.0577401 | -0.2148629 | 0.0825032 |
| sal + phosphate | SO | (27.85,27.95] | -0.3874262 | -0.4804230 | -0.2983259 |
| sal + phosphate | SO | (27.95,28.05] | -0.2853664 | -0.3473479 | -0.1704739 |
| sal + phosphate | SO | (28.05,28.1] | -0.2202623 | -0.3770497 | -0.0369974 |
| sal + phosphate | SO | (28.1,28.15] | -0.2996138 | -0.5365381 | -0.0922104 |
| sal + phosphate | SO | (28.1,28.2] | 0.2883986 | 0.1684046 | 0.4186581 |
| sal + phosphate | SO | (28.15,28.2] | 0.0653978 | -0.1827821 | 0.2863304 |
| sal + phosphate | SO | (28.2, Inf] | 0.3176959 | -0.0940355 | 0.6773720 |
| sal + phosphate | SO | (28.2,28.3] | 0.6754861 | 0.6032120 | 0.7280120 |
| sal + phosphate | SO | (28.3, Inf] | -0.3008386 | -0.8943118 | 0.8319719 |
| sal + phosphate_star | Atlantic | (-Inf,26] | -0.8591872 | -0.8861395 | -0.8350350 |
| sal + phosphate_star | Atlantic | (26,26.5] | -0.7671225 | -0.8148506 | -0.6755900 |
| sal + phosphate_star | Atlantic | (26.5,26.75] | -0.7973991 | -0.8522688 | -0.7445923 |
| sal + phosphate_star | Atlantic | (26.75,27] | -0.9287144 | -0.9359489 | -0.9200628 |
| sal + phosphate_star | Atlantic | (27,27.25] | -0.9680528 | -0.9709825 | -0.9642878 |
| sal + phosphate_star | Atlantic | (27.25,27.5] | -0.9736928 | -0.9812616 | -0.9594039 |
| sal + phosphate_star | Atlantic | (27.5,27.75] | -0.9736879 | -0.9803546 | -0.9627963 |
| sal + phosphate_star | Atlantic | (27.75,27.85] | -0.9633865 | -0.9725793 | -0.9475698 |
| sal + phosphate_star | Atlantic | (27.85,27.95] | -0.8847461 | -0.8993682 | -0.8661119 |
| sal + phosphate_star | Atlantic | (27.95,28.05] | -0.9104076 | -0.9247258 | -0.8977004 |
| sal + phosphate_star | Atlantic | (28.05,28.1] | -0.8490707 | -0.8622629 | -0.8257450 |
| sal + phosphate_star | Atlantic | (28.1,28.15] | -0.9544606 | -0.9650060 | -0.9433366 |
| sal + phosphate_star | Atlantic | (28.15,28.2] | -0.7321471 | -0.8980475 | -0.6461269 |
| sal + phosphate_star | Atlantic | (28.2, Inf] | -0.6928131 | -0.9813600 | -0.3892539 |
| sal + phosphate_star | Indian | (-Inf,26] | -0.4307736 | -0.7288527 | -0.1171402 |
| sal + phosphate_star | Indian | (26,26.5] | -0.4016326 | -0.6531880 | -0.2207354 |
| sal + phosphate_star | Indian | (26.5,26.75] | -0.1597124 | -0.6013137 | 0.1176581 |
| sal + phosphate_star | Indian | (26.75,27] | -0.4593266 | -0.4971393 | -0.3962630 |
| sal + phosphate_star | Indian | (27,27.25] | -0.9103880 | -0.9214761 | -0.8977985 |
| sal + phosphate_star | Indian | (27.25,27.5] | -0.8909325 | -0.9104735 | -0.8763289 |
| sal + phosphate_star | Indian | (27.5,27.75] | -0.8166592 | -0.8579276 | -0.7797482 |
| sal + phosphate_star | Indian | (27.75,27.85] | -0.6953307 | -0.7231176 | -0.6422653 |
| sal + phosphate_star | Indian | (27.85,27.95] | 0.3819099 | 0.2275901 | 0.4794917 |
| sal + phosphate_star | Indian | (27.95,28.05] | -0.1231716 | -0.5889510 | 0.3162887 |
| sal + phosphate_star | Indian | (28.05,28.1] | -0.5649228 | -0.8863203 | -0.1820038 |
| sal + phosphate_star | Indian | (28.1,28.2] | -0.8480665 | -0.9004611 | -0.8210990 |
| sal + phosphate_star | Indian | (28.2,28.3] | -0.9768475 | -0.9859859 | -0.9677090 |
| sal + phosphate_star | N_Atlantic | (-Inf,26] | -0.7391655 | -0.7810860 | -0.6972451 |
| sal + phosphate_star | N_Atlantic | (26,26.5] | -0.7862474 | -0.9397188 | -0.5322850 |
| sal + phosphate_star | N_Atlantic | (26.5,26.75] | -0.5045032 | -0.6068053 | -0.3943624 |
| sal + phosphate_star | N_Atlantic | (26.75,27] | -0.5042851 | -0.5303136 | -0.4544602 |
| sal + phosphate_star | N_Atlantic | (27,27.25] | -0.6972608 | -0.7704895 | -0.6568887 |
| sal + phosphate_star | N_Atlantic | (27.25,27.5] | -0.9048319 | -0.9753524 | -0.7955806 |
| sal + phosphate_star | N_Atlantic | (27.5,27.75] | -0.9611510 | -0.9857607 | -0.9410120 |
| sal + phosphate_star | N_Atlantic | (27.75,27.85] | -0.9306369 | -0.9772114 | -0.8529051 |
| sal + phosphate_star | N_Atlantic | (27.85,27.95] | -0.8069495 | -0.8956631 | -0.6518803 |
| sal + phosphate_star | N_Atlantic | (27.95,28.05] | -0.7936325 | -0.9292279 | -0.6669715 |
| sal + phosphate_star | N_Atlantic | (28.05,28.1] | -0.3351482 | -0.4176551 | -0.2930187 |
| sal + phosphate_star | N_Atlantic | (28.1,28.15] | -0.2663754 | -0.3254564 | -0.1591173 |
| sal + phosphate_star | N_Atlantic | (28.15,28.2] | -0.5688902 | -1.0000000 | -0.3510971 |
| sal + phosphate_star | N_Atlantic | (28.2, Inf] | -0.9813715 | -0.9940105 | -0.9706918 |
| sal + phosphate_star | N_Pacific | (-Inf,26] | -0.7881216 | -0.9301437 | -0.6965033 |
| sal + phosphate_star | N_Pacific | (26,26.5] | -0.8641348 | -0.8808350 | -0.8320297 |
| sal + phosphate_star | N_Pacific | (26.5,26.75] | -0.6445505 | -0.7408150 | -0.5390939 |
| sal + phosphate_star | N_Pacific | (26.75,27] | -0.6804367 | -0.7713502 | -0.5916106 |
| sal + phosphate_star | N_Pacific | (27,27.25] | -0.1272572 | -0.1512100 | -0.0959772 |
| sal + phosphate_star | N_Pacific | (27.25,27.5] | 0.7865840 | 0.7016387 | 0.8445073 |
| sal + phosphate_star | N_Pacific | (27.5,27.75] | 0.9742839 | 0.9558530 | 0.9847535 |
| sal + phosphate_star | N_Pacific | (27.75,27.85] | 0.9742179 | 0.9667193 | 0.9862470 |
| sal + phosphate_star | N_Pacific | (27.85,27.95] | 0.8782854 | 0.8080473 | 0.9815803 |
| sal + phosphate_star | N_Pacific | (27.95,28.05] | 0.7342164 | 0.6041997 | 0.9541692 |
| sal + phosphate_star | N_Pacific | (28.05,28.1] | 0.8656778 | 0.8471067 | 0.8922030 |
| sal + phosphate_star | N_Pacific | (28.1,28.2] | -0.7957929 | -0.8421107 | -0.7523031 |
| sal + phosphate_star | Pacific | (-Inf,26] | -0.6019690 | -0.6495759 | -0.5422932 |
| sal + phosphate_star | Pacific | (26,26.5] | -0.6603562 | -0.7892651 | -0.4339778 |
| sal + phosphate_star | Pacific | (26.5,26.75] | -0.5692680 | -0.7437527 | -0.2558586 |
| sal + phosphate_star | Pacific | (26.75,27] | -0.3285340 | -0.5409367 | -0.0561373 |
| sal + phosphate_star | Pacific | (27,27.25] | 0.0271173 | -0.0561784 | 0.1928086 |
| sal + phosphate_star | Pacific | (27.25,27.5] | 0.1668962 | 0.0415265 | 0.3352684 |
| sal + phosphate_star | Pacific | (27.5,27.75] | 0.4002309 | 0.2821373 | 0.5099520 |
| sal + phosphate_star | Pacific | (27.75,27.85] | 0.5986081 | 0.5483652 | 0.6263260 |
| sal + phosphate_star | Pacific | (27.85,27.95] | 0.2874097 | 0.2274803 | 0.3390354 |
| sal + phosphate_star | Pacific | (27.95,28.05] | -0.0816725 | -0.1872031 | 0.1002779 |
| sal + phosphate_star | Pacific | (28.05,28.1] | -0.5520859 | -0.6480427 | -0.4766409 |
| sal + phosphate_star | Pacific | (28.1,28.2] | -0.4901990 | -0.5532206 | -0.3902478 |
| sal + phosphate_star | SO | (-Inf,26] | -0.8129812 | -0.8773632 | -0.7415981 |
| sal + phosphate_star | SO | (26,26.5] | -0.7604483 | -0.7864016 | -0.7196288 |
| sal + phosphate_star | SO | (26.5,26.75] | -0.8710265 | -0.8881321 | -0.8507613 |
| sal + phosphate_star | SO | (26.75,27] | -0.8968167 | -0.9007036 | -0.8945018 |
| sal + phosphate_star | SO | (27,27.25] | -0.8009566 | -0.8339197 | -0.7840699 |
| sal + phosphate_star | SO | (27.25,27.5] | -0.7673423 | -0.8081665 | -0.7259708 |
| sal + phosphate_star | SO | (27.5,27.75] | -0.8401465 | -0.8433986 | -0.8361270 |
| sal + phosphate_star | SO | (27.75,27.85] | -0.9358026 | -0.9423599 | -0.9279194 |
| sal + phosphate_star | SO | (27.85,27.95] | -0.9558227 | -0.9666327 | -0.9359922 |
| sal + phosphate_star | SO | (27.95,28.05] | -0.9706143 | -0.9812485 | -0.9570559 |
| sal + phosphate_star | SO | (28.05,28.1] | -0.9828785 | -0.9859347 | -0.9782961 |
| sal + phosphate_star | SO | (28.1,28.15] | -0.9712070 | -0.9847073 | -0.9585896 |
| sal + phosphate_star | SO | (28.1,28.2] | -0.9248465 | -0.9421249 | -0.9073254 |
| sal + phosphate_star | SO | (28.15,28.2] | -0.9623400 | -0.9778969 | -0.9483472 |
| sal + phosphate_star | SO | (28.2, Inf] | -0.6062678 | -0.8080901 | -0.4871949 |
| sal + phosphate_star | SO | (28.2,28.3] | -0.9262037 | -0.9501402 | -0.9044804 |
| sal + phosphate_star | SO | (28.3, Inf] | -0.9330730 | -0.9879724 | -0.8635454 |
| sal + temp | Atlantic | (-Inf,26] | 0.9511399 | 0.9476964 | 0.9547431 |
| sal + temp | Atlantic | (26,26.5] | 0.9648401 | 0.9638225 | 0.9655052 |
| sal + temp | Atlantic | (26.5,26.75] | 0.9771213 | 0.9732460 | 0.9837159 |
| sal + temp | Atlantic | (26.75,27] | 0.9680249 | 0.9631289 | 0.9710137 |
| sal + temp | Atlantic | (27,27.25] | 0.9555462 | 0.9470295 | 0.9646902 |
| sal + temp | Atlantic | (27.25,27.5] | 0.9448222 | 0.9286884 | 0.9550218 |
| sal + temp | Atlantic | (27.5,27.75] | 0.9224138 | 0.9190387 | 0.9270643 |
| sal + temp | Atlantic | (27.75,27.85] | 0.9670793 | 0.9546290 | 0.9733774 |
| sal + temp | Atlantic | (27.85,27.95] | 0.8455478 | 0.8377907 | 0.8595417 |
| sal + temp | Atlantic | (27.95,28.05] | 0.7222333 | 0.6968096 | 0.7411498 |
| sal + temp | Atlantic | (28.05,28.1] | 0.7976201 | 0.7767510 | 0.8101238 |
| sal + temp | Atlantic | (28.1,28.15] | 0.9494151 | 0.9404486 | 0.9609243 |
| sal + temp | Atlantic | (28.15,28.2] | 0.7533874 | 0.6284428 | 0.8968894 |
| sal + temp | Atlantic | (28.2, Inf] | 0.3280297 | -0.3079887 | 0.9693805 |
| sal + temp | Indian | (-Inf,26] | 0.5625476 | 0.5010762 | 0.6158038 |
| sal + temp | Indian | (26,26.5] | 0.8631669 | 0.8278790 | 0.9116464 |
| sal + temp | Indian | (26.5,26.75] | 0.9250501 | 0.8970224 | 0.9466142 |
| sal + temp | Indian | (26.75,27] | 0.9252156 | 0.9119571 | 0.9434438 |
| sal + temp | Indian | (27,27.25] | 0.9414530 | 0.9384532 | 0.9430237 |
| sal + temp | Indian | (27.25,27.5] | 0.9072828 | 0.8877876 | 0.9211246 |
| sal + temp | Indian | (27.5,27.75] | 0.7738467 | 0.7161547 | 0.8187485 |
| sal + temp | Indian | (27.75,27.85] | 0.9039542 | 0.8900960 | 0.9169176 |
| sal + temp | Indian | (27.85,27.95] | 0.7397322 | 0.7143944 | 0.7807523 |
| sal + temp | Indian | (27.95,28.05] | 0.4895945 | 0.3810216 | 0.5820001 |
| sal + temp | Indian | (28.05,28.1] | 0.7574284 | 0.7425755 | 0.7867794 |
| sal + temp | Indian | (28.1,28.2] | 0.8754697 | 0.8424669 | 0.9211452 |
| sal + temp | Indian | (28.2,28.3] | 0.7947398 | 0.7582992 | 0.8311804 |
| sal + temp | N_Atlantic | (-Inf,26] | 0.2690555 | 0.0879414 | 0.4501695 |
| sal + temp | N_Atlantic | (26,26.5] | 0.9075431 | 0.8668948 | 0.9369906 |
| sal + temp | N_Atlantic | (26.5,26.75] | 0.9791785 | 0.9735909 | 0.9830695 |
| sal + temp | N_Atlantic | (26.75,27] | 0.9323398 | 0.9198987 | 0.9412152 |
| sal + temp | N_Atlantic | (27,27.25] | 0.8173478 | 0.6956867 | 0.9173387 |
| sal + temp | N_Atlantic | (27.25,27.5] | 0.9297835 | 0.9236997 | 0.9400357 |
| sal + temp | N_Atlantic | (27.5,27.75] | 0.9603950 | 0.9532174 | 0.9649691 |
| sal + temp | N_Atlantic | (27.75,27.85] | 0.9757185 | 0.9710980 | 0.9806058 |
| sal + temp | N_Atlantic | (27.85,27.95] | 0.8845847 | 0.8588873 | 0.9053151 |
| sal + temp | N_Atlantic | (27.95,28.05] | 0.6503516 | 0.3888393 | 0.9869061 |
| sal + temp | N_Atlantic | (28.05,28.1] | 0.8508983 | 0.7748584 | 0.8902686 |
| sal + temp | N_Atlantic | (28.1,28.15] | 0.6935287 | 0.5682711 | 0.8472675 |
| sal + temp | N_Atlantic | (28.15,28.2] | -0.1802898 | -1.0000000 | 0.5750430 |
| sal + temp | N_Atlantic | (28.2, Inf] | -0.9663964 | -0.9806377 | -0.9403692 |
| sal + temp | N_Pacific | (-Inf,26] | 0.8908628 | 0.8420442 | 0.9667543 |
| sal + temp | N_Pacific | (26,26.5] | 0.9252211 | 0.9088043 | 0.9498549 |
| sal + temp | N_Pacific | (26.5,26.75] | 0.9106342 | 0.8973901 | 0.9285901 |
| sal + temp | N_Pacific | (26.75,27] | 0.9034344 | 0.8945085 | 0.9096382 |
| sal + temp | N_Pacific | (27,27.25] | 0.5250564 | 0.4078850 | 0.5911426 |
| sal + temp | N_Pacific | (27.25,27.5] | -0.5403371 | -0.7269969 | -0.3068431 |
| sal + temp | N_Pacific | (27.5,27.75] | -0.9179673 | -0.9562527 | -0.8682360 |
| sal + temp | N_Pacific | (27.75,27.85] | -0.8140167 | -0.8400388 | -0.7763834 |
| sal + temp | N_Pacific | (27.85,27.95] | -0.9264663 | -0.9343569 | -0.9167646 |
| sal + temp | N_Pacific | (27.95,28.05] | -0.9682583 | -0.9837989 | -0.9586321 |
| sal + temp | N_Pacific | (28.05,28.1] | -0.3192611 | -0.5005534 | -0.0936622 |
| sal + temp | N_Pacific | (28.1,28.2] | 0.2964082 | 0.1070691 | 0.5121773 |
| sal + temp | Pacific | (-Inf,26] | 0.7674553 | 0.6830107 | 0.8472761 |
| sal + temp | Pacific | (26,26.5] | 0.9113644 | 0.8824031 | 0.9375292 |
| sal + temp | Pacific | (26.5,26.75] | 0.9376701 | 0.9097760 | 0.9571296 |
| sal + temp | Pacific | (26.75,27] | 0.8623870 | 0.8338292 | 0.8870242 |
| sal + temp | Pacific | (27,27.25] | 0.6430941 | 0.5910907 | 0.6707815 |
| sal + temp | Pacific | (27.25,27.5] | 0.3092272 | 0.2357465 | 0.4238308 |
| sal + temp | Pacific | (27.5,27.75] | -0.1459412 | -0.2191600 | -0.0291082 |
| sal + temp | Pacific | (27.75,27.85] | 0.0618364 | 0.0041248 | 0.1579188 |
| sal + temp | Pacific | (27.85,27.95] | -0.2684706 | -0.3421741 | -0.2087551 |
| sal + temp | Pacific | (27.95,28.05] | -0.3171005 | -0.3594116 | -0.2506458 |
| sal + temp | Pacific | (28.05,28.1] | 0.1055964 | -0.0122172 | 0.1801100 |
| sal + temp | Pacific | (28.1,28.2] | -0.6149022 | -0.6885125 | -0.5311542 |
| sal + temp | SO | (-Inf,26] | 0.9841315 | 0.9689244 | 0.9961429 |
| sal + temp | SO | (26,26.5] | 0.9437682 | 0.9389928 | 0.9504107 |
| sal + temp | SO | (26.5,26.75] | 0.9713011 | 0.9693715 | 0.9743109 |
| sal + temp | SO | (26.75,27] | 0.9628474 | 0.9607971 | 0.9645917 |
| sal + temp | SO | (27,27.25] | 0.8501892 | 0.8176570 | 0.8709242 |
| sal + temp | SO | (27.25,27.5] | 0.7097788 | 0.6647827 | 0.7340527 |
| sal + temp | SO | (27.5,27.75] | 0.3995633 | 0.3089809 | 0.4508412 |
| sal + temp | SO | (27.75,27.85] | 0.7887837 | 0.7690553 | 0.8240243 |
| sal + temp | SO | (27.85,27.95] | 0.8373264 | 0.7759047 | 0.8699784 |
| sal + temp | SO | (27.95,28.05] | 0.9037438 | 0.8605795 | 0.9360674 |
| sal + temp | SO | (28.05,28.1] | 0.9610587 | 0.9552888 | 0.9672646 |
| sal + temp | SO | (28.1,28.15] | 0.9527931 | 0.9356016 | 0.9744655 |
| sal + temp | SO | (28.1,28.2] | 0.9174709 | 0.8854349 | 0.9347653 |
| sal + temp | SO | (28.15,28.2] | 0.9380869 | 0.9211717 | 0.9665107 |
| sal + temp | SO | (28.2, Inf] | 0.5266755 | 0.3759369 | 0.7779541 |
| sal + temp | SO | (28.2,28.3] | 0.8661758 | 0.7540367 | 0.9311419 |
| sal + temp | SO | (28.3, Inf] | 0.2524323 | -0.2367702 | 0.8508714 |
| temp + aou | Atlantic | (-Inf,26] | -0.2072078 | -0.4448073 | -0.0269580 |
| temp + aou | Atlantic | (26,26.5] | -0.2978497 | -0.3933450 | -0.1610099 |
| temp + aou | Atlantic | (26.5,26.75] | -0.1853379 | -0.3115852 | -0.0246504 |
| temp + aou | Atlantic | (26.75,27] | -0.1068770 | -0.1876699 | -0.0028369 |
| temp + aou | Atlantic | (27,27.25] | -0.0384016 | -0.1301725 | 0.0845374 |
| temp + aou | Atlantic | (27.25,27.5] | 0.0562262 | -0.0035308 | 0.1410323 |
| temp + aou | Atlantic | (27.5,27.75] | -0.2785132 | -0.2922122 | -0.2605577 |
| temp + aou | Atlantic | (27.75,27.85] | -0.6627357 | -0.7873995 | -0.5292779 |
| temp + aou | Atlantic | (27.85,27.95] | -0.1002651 | -0.1223679 | -0.0738516 |
| temp + aou | Atlantic | (27.95,28.05] | -0.7652274 | -0.7830163 | -0.7486632 |
| temp + aou | Atlantic | (28.05,28.1] | -0.6874677 | -0.7217314 | -0.6357423 |
| temp + aou | Atlantic | (28.1,28.15] | -0.7836309 | -0.8281651 | -0.7355429 |
| temp + aou | Atlantic | (28.15,28.2] | -0.5994241 | -0.8193372 | -0.3302346 |
| temp + aou | Atlantic | (28.2, Inf] | -0.4514111 | -0.9941501 | 0.4408061 |
| temp + aou | Indian | (-Inf,26] | -0.4191932 | -0.4882740 | -0.2887921 |
| temp + aou | Indian | (26,26.5] | -0.1226866 | -0.1671572 | -0.0939024 |
| temp + aou | Indian | (26.5,26.75] | 0.1867588 | -0.0219945 | 0.3285159 |
| temp + aou | Indian | (26.75,27] | 0.6153782 | 0.5490339 | 0.6505778 |
| temp + aou | Indian | (27,27.25] | 0.7549600 | 0.7362652 | 0.7876972 |
| temp + aou | Indian | (27.25,27.5] | 0.7609982 | 0.7494498 | 0.7738350 |
| temp + aou | Indian | (27.5,27.75] | 0.7296431 | 0.6912872 | 0.7972820 |
| temp + aou | Indian | (27.75,27.85] | 0.8481176 | 0.8109904 | 0.9140306 |
| temp + aou | Indian | (27.85,27.95] | 0.7345426 | 0.7128562 | 0.7510224 |
| temp + aou | Indian | (27.95,28.05] | 0.1407203 | -0.1618068 | 0.4108865 |
| temp + aou | Indian | (28.05,28.1] | -0.0935606 | -0.4234209 | 0.2942536 |
| temp + aou | Indian | (28.1,28.2] | 0.6027121 | 0.3901642 | 0.8340425 |
| temp + aou | Indian | (28.2,28.3] | 0.1108425 | -0.4346164 | 0.6563014 |
| temp + aou | N_Atlantic | (-Inf,26] | -0.3427531 | -0.5590508 | -0.1264554 |
| temp + aou | N_Atlantic | (26,26.5] | -0.3261074 | -0.7670896 | 0.2563216 |
| temp + aou | N_Atlantic | (26.5,26.75] | 0.1842735 | 0.1097135 | 0.2755060 |
| temp + aou | N_Atlantic | (26.75,27] | 0.0534166 | -0.1005844 | 0.2248620 |
| temp + aou | N_Atlantic | (27,27.25] | 0.0501293 | -0.1367750 | 0.2086362 |
| temp + aou | N_Atlantic | (27.25,27.5] | 0.4154919 | 0.2079024 | 0.5468739 |
| temp + aou | N_Atlantic | (27.5,27.75] | 0.4597699 | 0.3930509 | 0.5065328 |
| temp + aou | N_Atlantic | (27.75,27.85] | 0.5618268 | 0.4009787 | 0.6752886 |
| temp + aou | N_Atlantic | (27.85,27.95] | 0.6974977 | 0.5400287 | 0.8202231 |
| temp + aou | N_Atlantic | (27.95,28.05] | -0.0002029 | -0.2505510 | 0.2544542 |
| temp + aou | N_Atlantic | (28.05,28.1] | -0.1802712 | -0.2820121 | -0.0196915 |
| temp + aou | N_Atlantic | (28.1,28.15] | 0.6092046 | 0.3886201 | 0.7310315 |
| temp + aou | N_Atlantic | (28.15,28.2] | -0.8535965 | -1.0000000 | -0.5653902 |
| temp + aou | N_Atlantic | (28.2, Inf] | -0.9870919 | -0.9987038 | -0.9736335 |
| temp + aou | N_Pacific | (-Inf,26] | -0.1841635 | -0.4874197 | 0.2303231 |
| temp + aou | N_Pacific | (26,26.5] | -0.4115211 | -0.5011953 | -0.2339206 |
| temp + aou | N_Pacific | (26.5,26.75] | 0.2018619 | -0.0256641 | 0.3775743 |
| temp + aou | N_Pacific | (26.75,27] | 0.4250981 | 0.3448262 | 0.4804816 |
| temp + aou | N_Pacific | (27,27.25] | -0.2177820 | -0.4032860 | -0.1070625 |
| temp + aou | N_Pacific | (27.25,27.5] | -0.4612777 | -0.4980144 | -0.4070505 |
| temp + aou | N_Pacific | (27.5,27.75] | 0.7956858 | 0.7318551 | 0.8300131 |
| temp + aou | N_Pacific | (27.75,27.85] | 0.8821480 | 0.8644747 | 0.8939951 |
| temp + aou | N_Pacific | (27.85,27.95] | 0.9531469 | 0.9290358 | 0.9702009 |
| temp + aou | N_Pacific | (27.95,28.05] | 0.9700785 | 0.9602832 | 0.9846738 |
| temp + aou | N_Pacific | (28.05,28.1] | 0.2609848 | 0.0349065 | 0.4502497 |
| temp + aou | N_Pacific | (28.1,28.2] | -0.4195132 | -0.5945926 | -0.2746802 |
| temp + aou | Pacific | (-Inf,26] | -0.4302040 | -0.5927081 | -0.2891521 |
| temp + aou | Pacific | (26,26.5] | -0.3824509 | -0.5325313 | -0.0896488 |
| temp + aou | Pacific | (26.5,26.75] | -0.0897766 | -0.2825250 | 0.2813921 |
| temp + aou | Pacific | (26.75,27] | -0.0281044 | -0.2540269 | 0.2430781 |
| temp + aou | Pacific | (27,27.25] | 0.0373912 | -0.1138047 | 0.2058894 |
| temp + aou | Pacific | (27.25,27.5] | 0.1206586 | -0.0096023 | 0.2694660 |
| temp + aou | Pacific | (27.5,27.75] | 0.1432520 | 0.0648489 | 0.2073561 |
| temp + aou | Pacific | (27.75,27.85] | -0.0271614 | -0.0663643 | 0.0450553 |
| temp + aou | Pacific | (27.85,27.95] | -0.0578101 | -0.1066669 | -0.0290942 |
| temp + aou | Pacific | (27.95,28.05] | 0.2234702 | 0.1648223 | 0.2872945 |
| temp + aou | Pacific | (28.05,28.1] | 0.0443439 | -0.0105313 | 0.1325862 |
| temp + aou | Pacific | (28.1,28.2] | 0.6696370 | 0.5834326 | 0.7358516 |
| temp + aou | SO | (-Inf,26] | -0.4545967 | -0.6048525 | -0.1741734 |
| temp + aou | SO | (26,26.5] | -0.6325775 | -0.7436321 | -0.4612661 |
| temp + aou | SO | (26.5,26.75] | -0.4646609 | -0.5535428 | -0.3596172 |
| temp + aou | SO | (26.75,27] | -0.1782322 | -0.2432369 | -0.1343420 |
| temp + aou | SO | (27,27.25] | 0.3132528 | 0.1593759 | 0.4961364 |
| temp + aou | SO | (27.25,27.5] | 0.4236953 | 0.3053780 | 0.5321306 |
| temp + aou | SO | (27.5,27.75] | 0.6446041 | 0.5848565 | 0.6854035 |
| temp + aou | SO | (27.75,27.85] | 0.5770334 | 0.4594103 | 0.6934991 |
| temp + aou | SO | (27.85,27.95] | 0.3676949 | 0.1829883 | 0.5122701 |
| temp + aou | SO | (27.95,28.05] | 0.5630726 | 0.4929787 | 0.6706408 |
| temp + aou | SO | (28.05,28.1] | 0.7277498 | 0.5953126 | 0.8429192 |
| temp + aou | SO | (28.1,28.15] | 0.5947143 | 0.2707669 | 0.8293799 |
| temp + aou | SO | (28.1,28.2] | 0.8269690 | 0.7297845 | 0.8940772 |
| temp + aou | SO | (28.15,28.2] | 0.6795218 | 0.5970150 | 0.8180495 |
| temp + aou | SO | (28.2, Inf] | -0.1147847 | -0.2804343 | 0.0027456 |
| temp + aou | SO | (28.2,28.3] | 0.7019151 | 0.3940432 | 0.8729562 |
| temp + aou | SO | (28.3, Inf] | -0.1849789 | -0.9621950 | 0.9986532 |
| temp + nitrate | Atlantic | (-Inf,26] | -0.1859524 | -0.4476341 | 0.0073119 |
| temp + nitrate | Atlantic | (26,26.5] | -0.3652120 | -0.4688671 | -0.2177162 |
| temp + nitrate | Atlantic | (26.5,26.75] | -0.2911285 | -0.4170285 | -0.1259349 |
| temp + nitrate | Atlantic | (26.75,27] | -0.3431743 | -0.4239206 | -0.2387500 |
| temp + nitrate | Atlantic | (27,27.25] | -0.5371937 | -0.5687524 | -0.4926907 |
| temp + nitrate | Atlantic | (27.25,27.5] | -0.7773163 | -0.8084778 | -0.7157389 |
| temp + nitrate | Atlantic | (27.5,27.75] | -0.8057159 | -0.8146234 | -0.7907098 |
| temp + nitrate | Atlantic | (27.75,27.85] | -0.8556755 | -0.9008812 | -0.7938371 |
| temp + nitrate | Atlantic | (27.85,27.95] | -0.4095579 | -0.4224832 | -0.4014515 |
| temp + nitrate | Atlantic | (27.95,28.05] | -0.8539867 | -0.8556414 | -0.8508531 |
| temp + nitrate | Atlantic | (28.05,28.1] | -0.8530137 | -0.8678099 | -0.8339773 |
| temp + nitrate | Atlantic | (28.1,28.15] | -0.8801454 | -0.8923276 | -0.8665439 |
| temp + nitrate | Atlantic | (28.15,28.2] | -0.7951675 | -0.9227670 | -0.6696072 |
| temp + nitrate | Atlantic | (28.2, Inf] | -0.0653241 | -0.8418721 | 0.4100351 |
| temp + nitrate | Indian | (-Inf,26] | -0.4645591 | -0.5340885 | -0.3414587 |
| temp + nitrate | Indian | (26,26.5] | -0.2235024 | -0.2902085 | -0.1846532 |
| temp + nitrate | Indian | (26.5,26.75] | 0.0312989 | -0.2438270 | 0.2060658 |
| temp + nitrate | Indian | (26.75,27] | 0.4308070 | 0.3219865 | 0.4882934 |
| temp + nitrate | Indian | (27,27.25] | 0.4530166 | 0.3991936 | 0.5124554 |
| temp + nitrate | Indian | (27.25,27.5] | 0.3796007 | 0.3203553 | 0.4245239 |
| temp + nitrate | Indian | (27.5,27.75] | 0.5867986 | 0.5045199 | 0.7254119 |
| temp + nitrate | Indian | (27.75,27.85] | 0.8206884 | 0.7867770 | 0.8866374 |
| temp + nitrate | Indian | (27.85,27.95] | 0.7145645 | 0.6643371 | 0.7455739 |
| temp + nitrate | Indian | (27.95,28.05] | 0.0608213 | -0.2395871 | 0.3304313 |
| temp + nitrate | Indian | (28.05,28.1] | -0.2802944 | -0.5320555 | -0.0122889 |
| temp + nitrate | Indian | (28.1,28.2] | 0.3740303 | 0.0820466 | 0.7077287 |
| temp + nitrate | Indian | (28.2,28.3] | -0.7147329 | -0.7368667 | -0.6925991 |
| temp + nitrate | N_Atlantic | (-Inf,26] | -0.4436230 | -0.6679574 | -0.2192887 |
| temp + nitrate | N_Atlantic | (26,26.5] | -0.4633101 | -0.9002147 | 0.1355603 |
| temp + nitrate | N_Atlantic | (26.5,26.75] | 0.1966984 | 0.0866869 | 0.2748931 |
| temp + nitrate | N_Atlantic | (26.75,27] | -0.0046559 | -0.1458097 | 0.1253308 |
| temp + nitrate | N_Atlantic | (27,27.25] | -0.1290764 | -0.3538203 | 0.0878666 |
| temp + nitrate | N_Atlantic | (27.25,27.5] | -0.1593553 | -0.3792563 | 0.1792910 |
| temp + nitrate | N_Atlantic | (27.5,27.75] | -0.3240581 | -0.5252976 | -0.1491576 |
| temp + nitrate | N_Atlantic | (27.75,27.85] | -0.0239405 | -0.1032171 | 0.0697421 |
| temp + nitrate | N_Atlantic | (27.85,27.95] | 0.2588096 | 0.1349734 | 0.3970499 |
| temp + nitrate | N_Atlantic | (27.95,28.05] | -0.3826779 | -0.7021167 | -0.0314969 |
| temp + nitrate | N_Atlantic | (28.05,28.1] | -0.1319556 | -0.2250781 | -0.0023223 |
| temp + nitrate | N_Atlantic | (28.1,28.15] | 0.6250037 | 0.4149001 | 0.7406257 |
| temp + nitrate | N_Atlantic | (28.15,28.2] | -0.7669497 | -1.0000000 | -0.3097188 |
| temp + nitrate | N_Atlantic | (28.2, Inf] | -0.9599575 | -0.9967259 | -0.9209422 |
| temp + nitrate | N_Pacific | (-Inf,26] | -0.3030075 | -0.6089525 | 0.1540716 |
| temp + nitrate | N_Pacific | (26,26.5] | -0.5711988 | -0.6535752 | -0.4134126 |
| temp + nitrate | N_Pacific | (26.5,26.75] | 0.0116922 | -0.2027267 | 0.2187295 |
| temp + nitrate | N_Pacific | (26.75,27] | 0.1277856 | 0.1043172 | 0.1437310 |
| temp + nitrate | N_Pacific | (27,27.25] | -0.4790650 | -0.5439593 | -0.3877282 |
| temp + nitrate | N_Pacific | (27.25,27.5] | -0.7589287 | -0.7690334 | -0.7536908 |
| temp + nitrate | N_Pacific | (27.5,27.75] | 0.4245264 | 0.1794728 | 0.5485421 |
| temp + nitrate | N_Pacific | (27.75,27.85] | 0.9187988 | 0.9098621 | 0.9293322 |
| temp + nitrate | N_Pacific | (27.85,27.95] | 0.9677773 | 0.9457498 | 0.9809308 |
| temp + nitrate | N_Pacific | (27.95,28.05] | 0.9699278 | 0.9595316 | 0.9859974 |
| temp + nitrate | N_Pacific | (28.05,28.1] | 0.2811669 | 0.0556282 | 0.4675582 |
| temp + nitrate | N_Pacific | (28.1,28.2] | -0.2978313 | -0.5070472 | -0.1195313 |
| temp + nitrate | Pacific | (-Inf,26] | -0.5635014 | -0.6778953 | -0.4444278 |
| temp + nitrate | Pacific | (26,26.5] | -0.5596867 | -0.7185612 | -0.2573217 |
| temp + nitrate | Pacific | (26.5,26.75] | -0.3952668 | -0.6021541 | -0.0046760 |
| temp + nitrate | Pacific | (26.75,27] | -0.4027815 | -0.5677563 | -0.2125440 |
| temp + nitrate | Pacific | (27,27.25] | -0.3548634 | -0.4324003 | -0.3142116 |
| temp + nitrate | Pacific | (27.25,27.5] | -0.3037173 | -0.3347340 | -0.2577921 |
| temp + nitrate | Pacific | (27.5,27.75] | -0.1070771 | -0.1831379 | -0.0284981 |
| temp + nitrate | Pacific | (27.75,27.85] | 0.0184354 | -0.0223814 | 0.0750601 |
| temp + nitrate | Pacific | (27.85,27.95] | 0.0201883 | -0.0341684 | 0.0763688 |
| temp + nitrate | Pacific | (27.95,28.05] | 0.2106333 | 0.1491089 | 0.2917672 |
| temp + nitrate | Pacific | (28.05,28.1] | -0.0100512 | -0.0721477 | 0.1042872 |
| temp + nitrate | Pacific | (28.1,28.2] | 0.7049244 | 0.6331111 | 0.7646487 |
| temp + nitrate | SO | (-Inf,26] | -0.2342512 | -0.4378889 | -0.0001110 |
| temp + nitrate | SO | (26,26.5] | -0.7063666 | -0.7823110 | -0.6164655 |
| temp + nitrate | SO | (26.5,26.75] | -0.6962701 | -0.7551452 | -0.6220188 |
| temp + nitrate | SO | (26.75,27] | -0.5888247 | -0.6178308 | -0.5615125 |
| temp + nitrate | SO | (27,27.25] | -0.1442851 | -0.2914236 | 0.0319005 |
| temp + nitrate | SO | (27.25,27.5] | 0.0046604 | -0.0724305 | 0.0770132 |
| temp + nitrate | SO | (27.5,27.75] | 0.4790629 | 0.4518273 | 0.5312319 |
| temp + nitrate | SO | (27.75,27.85] | 0.1585346 | -0.0076627 | 0.3307580 |
| temp + nitrate | SO | (27.85,27.95] | -0.1219943 | -0.2595126 | 0.0036059 |
| temp + nitrate | SO | (27.95,28.05] | -0.0224781 | -0.0876196 | 0.0769281 |
| temp + nitrate | SO | (28.05,28.1] | -0.0123549 | -0.1515252 | 0.1705692 |
| temp + nitrate | SO | (28.1,28.15] | -0.2914733 | -0.6473195 | 0.0484555 |
| temp + nitrate | SO | (28.1,28.2] | 0.3335995 | 0.1380842 | 0.4830201 |
| temp + nitrate | SO | (28.15,28.2] | -0.0000165 | -0.2557089 | 0.3188348 |
| temp + nitrate | SO | (28.2, Inf] | -0.4159449 | -0.5350377 | -0.2574115 |
| temp + nitrate | SO | (28.2,28.3] | 0.5100956 | 0.1722443 | 0.7234374 |
| temp + nitrate | SO | (28.3, Inf] | 0.5195512 | -0.3389245 | 0.9964279 |
| temp + oxygen | Atlantic | (-Inf,26] | -0.2748274 | -0.4588927 | 0.0310676 |
| temp + oxygen | Atlantic | (26,26.5] | 0.0476968 | -0.0685984 | 0.1383007 |
| temp + oxygen | Atlantic | (26.5,26.75] | 0.0091099 | -0.1404341 | 0.1180780 |
| temp + oxygen | Atlantic | (26.75,27] | -0.0996683 | -0.1977952 | -0.0322420 |
| temp + oxygen | Atlantic | (27,27.25] | -0.2319553 | -0.3649569 | -0.1301296 |
| temp + oxygen | Atlantic | (27.25,27.5] | -0.4718562 | -0.5685193 | -0.3830301 |
| temp + oxygen | Atlantic | (27.5,27.75] | -0.3612063 | -0.3955506 | -0.3110991 |
| temp + oxygen | Atlantic | (27.75,27.85] | 0.2460105 | 0.0818076 | 0.4926304 |
| temp + oxygen | Atlantic | (27.85,27.95] | -0.1499777 | -0.1845119 | -0.0998022 |
| temp + oxygen | Atlantic | (27.95,28.05] | 0.6478318 | 0.6275230 | 0.6817297 |
| temp + oxygen | Atlantic | (28.05,28.1] | 0.5746881 | 0.5027505 | 0.6208425 |
| temp + oxygen | Atlantic | (28.1,28.15] | 0.4737121 | 0.3374464 | 0.5685894 |
| temp + oxygen | Atlantic | (28.15,28.2] | 0.2382281 | -0.1142630 | 0.5109942 |
| temp + oxygen | Atlantic | (28.2, Inf] | -0.5277662 | -0.9569255 | -0.3023909 |
| temp + oxygen | Indian | (-Inf,26] | 0.3195380 | 0.1820433 | 0.3965751 |
| temp + oxygen | Indian | (26,26.5] | 0.0376428 | -0.0028181 | 0.0813917 |
| temp + oxygen | Indian | (26.5,26.75] | -0.2522465 | -0.3928234 | -0.0599437 |
| temp + oxygen | Indian | (26.75,27] | -0.6693477 | -0.7041308 | -0.6080919 |
| temp + oxygen | Indian | (27,27.25] | -0.8124146 | -0.8375395 | -0.7959907 |
| temp + oxygen | Indian | (27.25,27.5] | -0.8409113 | -0.8518095 | -0.8237147 |
| temp + oxygen | Indian | (27.5,27.75] | -0.8280695 | -0.8556802 | -0.8069292 |
| temp + oxygen | Indian | (27.75,27.85] | -0.8929207 | -0.9344878 | -0.8683591 |
| temp + oxygen | Indian | (27.85,27.95] | -0.7860811 | -0.8016563 | -0.7556128 |
| temp + oxygen | Indian | (27.95,28.05] | -0.2354586 | -0.5250267 | 0.0841021 |
| temp + oxygen | Indian | (28.05,28.1] | -0.0011236 | -0.4332454 | 0.3621909 |
| temp + oxygen | Indian | (28.1,28.2] | -0.6703230 | -0.8714055 | -0.4841054 |
| temp + oxygen | Indian | (28.2,28.3] | -0.4679476 | -0.8114610 | -0.1244341 |
| temp + oxygen | N_Atlantic | (-Inf,26] | 0.2096706 | 0.0589185 | 0.3604226 |
| temp + oxygen | N_Atlantic | (26,26.5] | 0.1723041 | -0.3842992 | 0.5944943 |
| temp + oxygen | N_Atlantic | (26.5,26.75] | -0.3566612 | -0.4322688 | -0.2809306 |
| temp + oxygen | N_Atlantic | (26.75,27] | -0.2071792 | -0.3813748 | -0.0388713 |
| temp + oxygen | N_Atlantic | (27,27.25] | -0.1877401 | -0.3408197 | 0.0277878 |
| temp + oxygen | N_Atlantic | (27.25,27.5] | -0.6048115 | -0.6681169 | -0.4851127 |
| temp + oxygen | N_Atlantic | (27.5,27.75] | -0.7156434 | -0.7647452 | -0.6332871 |
| temp + oxygen | N_Atlantic | (27.75,27.85] | -0.7595422 | -0.8461194 | -0.6472553 |
| temp + oxygen | N_Atlantic | (27.85,27.95] | -0.8181255 | -0.9000847 | -0.7055228 |
| temp + oxygen | N_Atlantic | (27.95,28.05] | -0.3660280 | -0.7280898 | 0.0471088 |
| temp + oxygen | N_Atlantic | (28.05,28.1] | 0.0498773 | -0.1047617 | 0.1705052 |
| temp + oxygen | N_Atlantic | (28.1,28.15] | -0.6866458 | -0.7824669 | -0.5239508 |
| temp + oxygen | N_Atlantic | (28.15,28.2] | 0.6849359 | 0.1132318 | 1.0000000 |
| temp + oxygen | N_Atlantic | (28.2, Inf] | 0.1296099 | -0.7422942 | 0.9329617 |
| temp + oxygen | N_Pacific | (-Inf,26] | -0.3387713 | -0.7514369 | 0.0401183 |
| temp + oxygen | N_Pacific | (26,26.5] | 0.1649343 | -0.0614560 | 0.2892564 |
| temp + oxygen | N_Pacific | (26.5,26.75] | -0.3415412 | -0.4810813 | -0.1451591 |
| temp + oxygen | N_Pacific | (26.75,27] | -0.5936434 | -0.6224841 | -0.5491862 |
| temp + oxygen | N_Pacific | (27,27.25] | 0.0337812 | -0.0820669 | 0.2429562 |
| temp + oxygen | N_Pacific | (27.25,27.5] | 0.2309988 | 0.1542796 | 0.2828417 |
| temp + oxygen | N_Pacific | (27.5,27.75] | -0.8975140 | -0.9134781 | -0.8693492 |
| temp + oxygen | N_Pacific | (27.75,27.85] | -0.9161100 | -0.9251425 | -0.9030093 |
| temp + oxygen | N_Pacific | (27.85,27.95] | -0.9628243 | -0.9767617 | -0.9430560 |
| temp + oxygen | N_Pacific | (27.95,28.05] | -0.9736332 | -0.9865316 | -0.9649121 |
| temp + oxygen | N_Pacific | (28.05,28.1] | -0.2860766 | -0.4728985 | -0.0621631 |
| temp + oxygen | N_Pacific | (28.1,28.2] | 0.3050174 | 0.1308867 | 0.5111648 |
| temp + oxygen | Pacific | (-Inf,26] | 0.0610196 | -0.0481760 | 0.2630865 |
| temp + oxygen | Pacific | (26,26.5] | 0.2099772 | -0.0467678 | 0.3419547 |
| temp + oxygen | Pacific | (26.5,26.75] | -0.0618206 | -0.3872135 | 0.1079260 |
| temp + oxygen | Pacific | (26.75,27] | -0.0899069 | -0.3440797 | 0.1257356 |
| temp + oxygen | Pacific | (27,27.25] | -0.1186777 | -0.2855642 | 0.0326335 |
| temp + oxygen | Pacific | (27.25,27.5] | -0.1918026 | -0.3391127 | -0.0602505 |
| temp + oxygen | Pacific | (27.5,27.75] | -0.2256885 | -0.3018986 | -0.1412867 |
| temp + oxygen | Pacific | (27.75,27.85] | -0.0250110 | -0.0895190 | 0.0171141 |
| temp + oxygen | Pacific | (27.85,27.95] | -0.0083052 | -0.0349146 | 0.0428671 |
| temp + oxygen | Pacific | (27.95,28.05] | -0.2884432 | -0.3522658 | -0.2330144 |
| temp + oxygen | Pacific | (28.05,28.1] | -0.1021515 | -0.1883512 | -0.0485772 |
| temp + oxygen | Pacific | (28.1,28.2] | -0.7137382 | -0.7730901 | -0.6368651 |
| temp + oxygen | SO | (-Inf,26] | -0.4470941 | -0.7566862 | 0.0326958 |
| temp + oxygen | SO | (26,26.5] | 0.1999077 | -0.1659444 | 0.4926671 |
| temp + oxygen | SO | (26.5,26.75] | 0.1973930 | 0.0594302 | 0.3099795 |
| temp + oxygen | SO | (26.75,27] | -0.0720952 | -0.1233254 | -0.0057476 |
| temp + oxygen | SO | (27,27.25] | -0.4713356 | -0.6242462 | -0.3400786 |
| temp + oxygen | SO | (27.25,27.5] | -0.5801731 | -0.6772440 | -0.4699172 |
| temp + oxygen | SO | (27.5,27.75] | -0.7539923 | -0.7918838 | -0.7008177 |
| temp + oxygen | SO | (27.75,27.85] | -0.7052453 | -0.7859596 | -0.6211764 |
| temp + oxygen | SO | (27.85,27.95] | -0.5418221 | -0.6604605 | -0.3733900 |
| temp + oxygen | SO | (27.95,28.05] | -0.7177783 | -0.7918432 | -0.6708487 |
| temp + oxygen | SO | (28.05,28.1] | -0.8472151 | -0.9127577 | -0.7692207 |
| temp + oxygen | SO | (28.1,28.15] | -0.7962166 | -0.9100177 | -0.6395048 |
| temp + oxygen | SO | (28.1,28.2] | -0.9035844 | -0.9399590 | -0.8483634 |
| temp + oxygen | SO | (28.15,28.2] | -0.8469410 | -0.9053940 | -0.8134336 |
| temp + oxygen | SO | (28.2, Inf] | -0.2353681 | -0.5085696 | -0.0079215 |
| temp + oxygen | SO | (28.2,28.3] | -0.7962964 | -0.9241711 | -0.5648479 |
| temp + oxygen | SO | (28.3, Inf] | -0.1600260 | -0.9991073 | 0.4458624 |
| temp + phosphate | Atlantic | (-Inf,26] | -0.4823018 | -0.5730021 | -0.3370348 |
| temp + phosphate | Atlantic | (26,26.5] | -0.4474932 | -0.5402155 | -0.3024569 |
| temp + phosphate | Atlantic | (26.5,26.75] | -0.3338388 | -0.4602106 | -0.1707561 |
| temp + phosphate | Atlantic | (26.75,27] | -0.3800142 | -0.4618505 | -0.2834725 |
| temp + phosphate | Atlantic | (27,27.25] | -0.5635812 | -0.5764156 | -0.5406238 |
| temp + phosphate | Atlantic | (27.25,27.5] | -0.7971641 | -0.8414866 | -0.7291451 |
| temp + phosphate | Atlantic | (27.5,27.75] | -0.7943258 | -0.8080855 | -0.7695426 |
| temp + phosphate | Atlantic | (27.75,27.85] | -0.8380874 | -0.8881165 | -0.7629252 |
| temp + phosphate | Atlantic | (27.85,27.95] | -0.4518903 | -0.5049189 | -0.4130127 |
| temp + phosphate | Atlantic | (27.95,28.05] | -0.7987896 | -0.8182688 | -0.7854770 |
| temp + phosphate | Atlantic | (28.05,28.1] | -0.8675688 | -0.8808448 | -0.8517397 |
| temp + phosphate | Atlantic | (28.1,28.15] | -0.9017228 | -0.9088234 | -0.8924412 |
| temp + phosphate | Atlantic | (28.15,28.2] | -0.8039143 | -0.9267754 | -0.6857716 |
| temp + phosphate | Atlantic | (28.2, Inf] | -0.0709039 | -0.8603099 | 0.4168252 |
| temp + phosphate | Indian | (-Inf,26] | -0.4236079 | -0.5078233 | -0.2800087 |
| temp + phosphate | Indian | (26,26.5] | -0.1606172 | -0.2470015 | -0.1042718 |
| temp + phosphate | Indian | (26.5,26.75] | 0.1029458 | -0.1754400 | 0.2759656 |
| temp + phosphate | Indian | (26.75,27] | 0.5075414 | 0.3983063 | 0.5631868 |
| temp + phosphate | Indian | (27,27.25] | 0.5643332 | 0.5407682 | 0.6043490 |
| temp + phosphate | Indian | (27.25,27.5] | 0.4466793 | 0.3992246 | 0.4747914 |
| temp + phosphate | Indian | (27.5,27.75] | 0.6112916 | 0.5263967 | 0.7469334 |
| temp + phosphate | Indian | (27.75,27.85] | 0.8469816 | 0.8166382 | 0.9048942 |
| temp + phosphate | Indian | (27.85,27.95] | 0.7354624 | 0.6924189 | 0.7587629 |
| temp + phosphate | Indian | (27.95,28.05] | 0.0936494 | -0.2146951 | 0.3721810 |
| temp + phosphate | Indian | (28.05,28.1] | -0.2375386 | -0.5149645 | 0.0645168 |
| temp + phosphate | Indian | (28.1,28.2] | 0.4290717 | 0.1167260 | 0.7807845 |
| temp + phosphate | Indian | (28.2,28.3] | -0.7214082 | -0.7398613 | -0.7029551 |
| temp + phosphate | N_Atlantic | (-Inf,26] | -0.4480517 | -0.6843923 | -0.2117111 |
| temp + phosphate | N_Atlantic | (26,26.5] | -0.4853105 | -0.9073098 | 0.0990558 |
| temp + phosphate | N_Atlantic | (26.5,26.75] | 0.1059021 | 0.0085898 | 0.1923854 |
| temp + phosphate | N_Atlantic | (26.75,27] | -0.0674417 | -0.2012371 | 0.0607660 |
| temp + phosphate | N_Atlantic | (27,27.25] | -0.1425088 | -0.3611480 | 0.0669363 |
| temp + phosphate | N_Atlantic | (27.25,27.5] | -0.0656349 | -0.3257294 | 0.2725696 |
| temp + phosphate | N_Atlantic | (27.5,27.75] | -0.2414893 | -0.4410489 | -0.0944422 |
| temp + phosphate | N_Atlantic | (27.75,27.85] | 0.0550374 | 0.0040849 | 0.1261795 |
| temp + phosphate | N_Atlantic | (27.85,27.95] | 0.2812192 | 0.2310440 | 0.3573099 |
| temp + phosphate | N_Atlantic | (27.95,28.05] | -0.3506202 | -0.5045772 | -0.1046989 |
| temp + phosphate | N_Atlantic | (28.05,28.1] | -0.2086842 | -0.2853462 | -0.0882441 |
| temp + phosphate | N_Atlantic | (28.1,28.15] | 0.5589573 | 0.3126632 | 0.6962545 |
| temp + phosphate | N_Atlantic | (28.15,28.2] | 0.4284690 | -0.0367961 | 1.0000000 |
| temp + phosphate | N_Atlantic | (28.2, Inf] | 0.9783311 | 0.9731141 | 0.9829658 |
| temp + phosphate | N_Pacific | (-Inf,26] | -0.4536282 | -0.6695836 | -0.1355915 |
| temp + phosphate | N_Pacific | (26,26.5] | -0.5857715 | -0.6674679 | -0.4500960 |
| temp + phosphate | N_Pacific | (26.5,26.75] | 0.0461425 | -0.2070793 | 0.2560853 |
| temp + phosphate | N_Pacific | (26.75,27] | 0.2251505 | 0.0979810 | 0.3147754 |
| temp + phosphate | N_Pacific | (27,27.25] | -0.3031891 | -0.4992222 | -0.1921195 |
| temp + phosphate | N_Pacific | (27.25,27.5] | -0.5813827 | -0.6439695 | -0.4978668 |
| temp + phosphate | N_Pacific | (27.5,27.75] | 0.7274750 | 0.6517577 | 0.7748390 |
| temp + phosphate | N_Pacific | (27.75,27.85] | 0.9112655 | 0.9004682 | 0.9267536 |
| temp + phosphate | N_Pacific | (27.85,27.95] | 0.9533337 | 0.9291131 | 0.9759518 |
| temp + phosphate | N_Pacific | (27.95,28.05] | 0.9730333 | 0.9643583 | 0.9850350 |
| temp + phosphate | N_Pacific | (28.05,28.1] | 0.2854413 | 0.0605538 | 0.4720616 |
| temp + phosphate | N_Pacific | (28.1,28.2] | -0.2988353 | -0.5072329 | -0.1219034 |
| temp + phosphate | Pacific | (-Inf,26] | -0.5272851 | -0.6444763 | -0.3949641 |
| temp + phosphate | Pacific | (26,26.5] | -0.4757796 | -0.6249213 | -0.1830576 |
| temp + phosphate | Pacific | (26.5,26.75] | -0.1890175 | -0.3805070 | 0.1829709 |
| temp + phosphate | Pacific | (26.75,27] | -0.0954337 | -0.3142003 | 0.1861084 |
| temp + phosphate | Pacific | (27,27.25] | -0.0178075 | -0.1726214 | 0.1804303 |
| temp + phosphate | Pacific | (27.25,27.5] | 0.0748345 | -0.0638339 | 0.2508919 |
| temp + phosphate | Pacific | (27.5,27.75] | 0.1549665 | 0.0740724 | 0.2418564 |
| temp + phosphate | Pacific | (27.75,27.85] | 0.0636972 | 0.0146955 | 0.1086516 |
| temp + phosphate | Pacific | (27.85,27.95] | 0.0182955 | -0.0352315 | 0.0645957 |
| temp + phosphate | Pacific | (27.95,28.05] | 0.2143117 | 0.1526418 | 0.2894856 |
| temp + phosphate | Pacific | (28.05,28.1] | 0.0011064 | -0.0568276 | 0.1085781 |
| temp + phosphate | Pacific | (28.1,28.2] | 0.7057513 | 0.6332018 | 0.7655448 |
| temp + phosphate | SO | (-Inf,26] | -0.1758396 | -0.3637574 | 0.0240757 |
| temp + phosphate | SO | (26,26.5] | -0.6959182 | -0.7639590 | -0.6163732 |
| temp + phosphate | SO | (26.5,26.75] | -0.6794063 | -0.7436428 | -0.6064696 |
| temp + phosphate | SO | (26.75,27] | -0.5699694 | -0.6012284 | -0.5418137 |
| temp + phosphate | SO | (27,27.25] | -0.1243845 | -0.2731804 | 0.0533183 |
| temp + phosphate | SO | (27.25,27.5] | 0.0408051 | -0.0423942 | 0.1194569 |
| temp + phosphate | SO | (27.5,27.75] | 0.5203660 | 0.4952206 | 0.5703663 |
| temp + phosphate | SO | (27.75,27.85] | 0.1678553 | 0.0120155 | 0.3199031 |
| temp + phosphate | SO | (27.85,27.95] | -0.1206604 | -0.2387420 | -0.0081942 |
| temp + phosphate | SO | (27.95,28.05] | -0.0509656 | -0.1147761 | 0.0352181 |
| temp + phosphate | SO | (28.05,28.1] | -0.0807189 | -0.2118578 | 0.0804904 |
| temp + phosphate | SO | (28.1,28.15] | -0.3854102 | -0.6922122 | -0.0930337 |
| temp + phosphate | SO | (28.1,28.2] | 0.2618431 | 0.0825654 | 0.4128308 |
| temp + phosphate | SO | (28.15,28.2] | -0.1310535 | -0.3771004 | 0.1665217 |
| temp + phosphate | SO | (28.2, Inf] | -0.4848322 | -0.5875146 | -0.3260132 |
| temp + phosphate | SO | (28.2,28.3] | 0.4085940 | 0.0551937 | 0.6220196 |
| temp + phosphate | SO | (28.3, Inf] | 0.4658930 | -0.3246181 | 0.9964749 |
| temp + phosphate_star | Atlantic | (-Inf,26] | -0.8987922 | -0.9301153 | -0.8389049 |
| temp + phosphate_star | Atlantic | (26,26.5] | -0.8506332 | -0.8811689 | -0.7896769 |
| temp + phosphate_star | Atlantic | (26.5,26.75] | -0.8278848 | -0.8759704 | -0.7722941 |
| temp + phosphate_star | Atlantic | (26.75,27] | -0.9529290 | -0.9633039 | -0.9468434 |
| temp + phosphate_star | Atlantic | (27,27.25] | -0.9806193 | -0.9838111 | -0.9774695 |
| temp + phosphate_star | Atlantic | (27.25,27.5] | -0.9642380 | -0.9687928 | -0.9587749 |
| temp + phosphate_star | Atlantic | (27.5,27.75] | -0.9428840 | -0.9504390 | -0.9375536 |
| temp + phosphate_star | Atlantic | (27.75,27.85] | -0.9418129 | -0.9556161 | -0.9205165 |
| temp + phosphate_star | Atlantic | (27.85,27.95] | -0.8216567 | -0.8340399 | -0.8138747 |
| temp + phosphate_star | Atlantic | (27.95,28.05] | -0.7926893 | -0.8263517 | -0.7737268 |
| temp + phosphate_star | Atlantic | (28.05,28.1] | -0.9604997 | -0.9670408 | -0.9552200 |
| temp + phosphate_star | Atlantic | (28.1,28.15] | -0.9411078 | -0.9485211 | -0.9369784 |
| temp + phosphate_star | Atlantic | (28.15,28.2] | -0.8972899 | -0.9632178 | -0.8609333 |
| temp + phosphate_star | Atlantic | (28.2, Inf] | -0.2309333 | -0.9453817 | 0.4587359 |
| temp + phosphate_star | Indian | (-Inf,26] | -0.5853764 | -0.7010714 | -0.4432865 |
| temp + phosphate_star | Indian | (26,26.5] | -0.4106983 | -0.5697860 | -0.3258043 |
| temp + phosphate_star | Indian | (26.5,26.75] | -0.3039535 | -0.6726848 | -0.1085385 |
| temp + phosphate_star | Indian | (26.75,27] | -0.6858774 | -0.7739875 | -0.6162457 |
| temp + phosphate_star | Indian | (27,27.25] | -0.9800035 | -0.9886296 | -0.9743207 |
| temp + phosphate_star | Indian | (27.25,27.5] | -0.9875742 | -0.9944754 | -0.9810943 |
| temp + phosphate_star | Indian | (27.5,27.75] | -0.9588705 | -0.9737470 | -0.9361840 |
| temp + phosphate_star | Indian | (27.75,27.85] | -0.6447402 | -0.7521840 | -0.4623666 |
| temp + phosphate_star | Indian | (27.85,27.95] | 0.4148601 | 0.3801998 | 0.4368759 |
| temp + phosphate_star | Indian | (27.95,28.05] | -0.2673402 | -0.4563175 | -0.1440618 |
| temp + phosphate_star | Indian | (28.05,28.1] | -0.6759090 | -0.7621669 | -0.6072237 |
| temp + phosphate_star | Indian | (28.1,28.2] | -0.7110742 | -0.7885844 | -0.6407545 |
| temp + phosphate_star | Indian | (28.2,28.3] | -0.7728979 | -0.8188674 | -0.7269285 |
| temp + phosphate_star | N_Atlantic | (-Inf,26] | -0.8111283 | -0.9315625 | -0.6906940 |
| temp + phosphate_star | N_Atlantic | (26,26.5] | -0.8747085 | -0.9969963 | -0.6794473 |
| temp + phosphate_star | N_Atlantic | (26.5,26.75] | -0.5802939 | -0.6457819 | -0.4950825 |
| temp + phosphate_star | N_Atlantic | (26.75,27] | -0.6377226 | -0.6584761 | -0.5996075 |
| temp + phosphate_star | N_Atlantic | (27,27.25] | -0.7847399 | -0.8196709 | -0.7267390 |
| temp + phosphate_star | N_Atlantic | (27.25,27.5] | -0.8816958 | -0.9517752 | -0.7688956 |
| temp + phosphate_star | N_Atlantic | (27.5,27.75] | -0.9665484 | -0.9804562 | -0.9584141 |
| temp + phosphate_star | N_Atlantic | (27.75,27.85] | -0.9512856 | -0.9793470 | -0.9059103 |
| temp + phosphate_star | N_Atlantic | (27.85,27.95] | -0.9001170 | -0.9433740 | -0.8356962 |
| temp + phosphate_star | N_Atlantic | (27.95,28.05] | -0.7723210 | -0.9436150 | -0.5707883 |
| temp + phosphate_star | N_Atlantic | (28.05,28.1] | -0.3625488 | -0.3988404 | -0.2996656 |
| temp + phosphate_star | N_Atlantic | (28.1,28.15] | 0.4209259 | 0.1082694 | 0.5805548 |
| temp + phosphate_star | N_Atlantic | (28.15,28.2] | 0.6838989 | 0.0910703 | 1.0000000 |
| temp + phosphate_star | N_Atlantic | (28.2, Inf] | 0.9930774 | 0.9912969 | 0.9960246 |
| temp + phosphate_star | N_Pacific | (-Inf,26] | -0.9616731 | -0.9772952 | -0.9487428 |
| temp + phosphate_star | N_Pacific | (26,26.5] | -0.9616013 | -0.9734828 | -0.9522339 |
| temp + phosphate_star | N_Pacific | (26.5,26.75] | -0.7979202 | -0.9049608 | -0.6838333 |
| temp + phosphate_star | N_Pacific | (26.75,27] | -0.8647656 | -0.9331620 | -0.7937969 |
| temp + phosphate_star | N_Pacific | (27,27.25] | -0.8248387 | -0.9042133 | -0.7742231 |
| temp + phosphate_star | N_Pacific | (27.25,27.5] | -0.9055369 | -0.9444993 | -0.8610188 |
| temp + phosphate_star | N_Pacific | (27.5,27.75] | -0.9714144 | -0.9810458 | -0.9632680 |
| temp + phosphate_star | N_Pacific | (27.75,27.85] | -0.8883097 | -0.9094794 | -0.8668568 |
| temp + phosphate_star | N_Pacific | (27.85,27.95] | -0.9146674 | -0.9721372 | -0.8804314 |
| temp + phosphate_star | N_Pacific | (27.95,28.05] | -0.6844632 | -0.9691363 | -0.5269977 |
| temp + phosphate_star | N_Pacific | (28.05,28.1] | -0.2866553 | -0.4706336 | -0.1348585 |
| temp + phosphate_star | N_Pacific | (28.1,28.2] | -0.0660274 | -0.2888981 | 0.1625740 |
| temp + phosphate_star | Pacific | (-Inf,26] | -0.8459177 | -0.8764024 | -0.7993804 |
| temp + phosphate_star | Pacific | (26,26.5] | -0.7822594 | -0.8746531 | -0.6107338 |
| temp + phosphate_star | Pacific | (26.5,26.75] | -0.6711968 | -0.7953648 | -0.4343223 |
| temp + phosphate_star | Pacific | (26.75,27] | -0.5975778 | -0.7329738 | -0.3727541 |
| temp + phosphate_star | Pacific | (27,27.25] | -0.5451511 | -0.6385341 | -0.3664897 |
| temp + phosphate_star | Pacific | (27.25,27.5] | -0.4699911 | -0.5667106 | -0.2993304 |
| temp + phosphate_star | Pacific | (27.5,27.75] | -0.4005631 | -0.5044869 | -0.2913669 |
| temp + phosphate_star | Pacific | (27.75,27.85] | 0.2840177 | 0.1507043 | 0.4097065 |
| temp + phosphate_star | Pacific | (27.85,27.95] | 0.0874869 | -0.0723333 | 0.2682419 |
| temp + phosphate_star | Pacific | (27.95,28.05] | -0.5847394 | -0.6326474 | -0.5259749 |
| temp + phosphate_star | Pacific | (28.05,28.1] | -0.5393077 | -0.5946387 | -0.4297666 |
| temp + phosphate_star | Pacific | (28.1,28.2] | 0.2382527 | 0.2010007 | 0.2637478 |
| temp + phosphate_star | SO | (-Inf,26] | -0.8546127 | -0.9089520 | -0.8018534 |
| temp + phosphate_star | SO | (26,26.5] | -0.8789218 | -0.9042426 | -0.8634872 |
| temp + phosphate_star | SO | (26.5,26.75] | -0.9227113 | -0.9326235 | -0.9066933 |
| temp + phosphate_star | SO | (26.75,27] | -0.9618412 | -0.9636066 | -0.9591949 |
| temp + phosphate_star | SO | (27,27.25] | -0.9812434 | -0.9844564 | -0.9749949 |
| temp + phosphate_star | SO | (27.25,27.5] | -0.9892379 | -0.9917662 | -0.9879615 |
| temp + phosphate_star | SO | (27.5,27.75] | -0.8071965 | -0.8426912 | -0.7394184 |
| temp + phosphate_star | SO | (27.75,27.85] | -0.8834421 | -0.9105760 | -0.8658342 |
| temp + phosphate_star | SO | (27.85,27.95] | -0.9046648 | -0.9265953 | -0.8724920 |
| temp + phosphate_star | SO | (27.95,28.05] | -0.9430621 | -0.9590829 | -0.9323937 |
| temp + phosphate_star | SO | (28.05,28.1] | -0.9702955 | -0.9807356 | -0.9581502 |
| temp + phosphate_star | SO | (28.1,28.15] | -0.9927423 | -0.9958873 | -0.9898843 |
| temp + phosphate_star | SO | (28.1,28.2] | -0.9390615 | -0.9562990 | -0.9099025 |
| temp + phosphate_star | SO | (28.15,28.2] | -0.9755825 | -0.9878705 | -0.9672129 |
| temp + phosphate_star | SO | (28.2, Inf] | -0.9209317 | -0.9250290 | -0.9155650 |
| temp + phosphate_star | SO | (28.2,28.3] | -0.9487507 | -0.9849986 | -0.8857495 |
| temp + phosphate_star | SO | (28.3, Inf] | -0.2973548 | -0.9977617 | 0.3841557 |
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 |
|---|---|---|
| 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] | -0.0195808 | -0.1721385 | 0.0803163 |
| aou | Atlantic | (26,26.5] | 0.0228247 | -0.1316618 | 0.1984968 |
| aou | Atlantic | (26.5,26.75] | -0.1358949 | -0.3438325 | 0.0802863 |
| aou | Atlantic | (26.75,27] | -0.2700739 | -0.4865462 | 0.0085271 |
| aou | Atlantic | (27,27.25] | -0.1091317 | -0.3150047 | 0.2462391 |
| aou | Atlantic | (27.25,27.5] | -0.0089808 | -0.1581161 | 0.1349971 |
| aou | Atlantic | (27.5,27.75] | -0.6809877 | -0.6990592 | -0.6469548 |
| aou | Atlantic | (27.75,27.85] | -0.9204196 | -0.9451086 | -0.8848190 |
| aou | Atlantic | (27.85,27.95] | -0.2801143 | -0.4908558 | -0.1705196 |
| aou | Atlantic | (27.95,28.05] | -0.8910524 | -0.9260128 | -0.8456858 |
| aou | Atlantic | (28.05,28.1] | -0.7136330 | -0.7729566 | -0.6579151 |
| aou | Atlantic | (28.1,28.15] | -0.7743422 | -0.8137214 | -0.7146963 |
| aou | Atlantic | (28.15,28.2] | -0.8475181 | -0.9019467 | -0.7751722 |
| aou | Atlantic | (28.2, Inf] | 0.1140827 | -0.2496083 | 0.4291571 |
| aou | Indian | (-Inf,26] | -0.0910448 | -0.3578772 | 0.1950542 |
| aou | Indian | (26,26.5] | -0.6823402 | -0.8068042 | -0.5998098 |
| aou | Indian | (26.5,26.75] | -0.8421690 | -0.9294217 | -0.7368416 |
| aou | Indian | (26.75,27] | -0.8070927 | -0.8704142 | -0.7747728 |
| aou | Indian | (27,27.25] | -0.0868906 | -0.1580888 | 0.0514939 |
| aou | Indian | (27.25,27.5] | 0.1904360 | -0.0868258 | 0.3707086 |
| aou | Indian | (27.5,27.75] | 0.0260437 | -0.4545284 | 0.3000746 |
| aou | Indian | (27.75,27.85] | -0.6907524 | -0.8186716 | -0.5926384 |
| aou | Indian | (27.85,27.95] | -0.8790675 | -0.9127769 | -0.8612530 |
| aou | Indian | (27.95,28.05] | -0.9438231 | -0.9602862 | -0.9242475 |
| aou | Indian | (28.05,28.1] | -0.6687258 | -0.8699788 | -0.3131688 |
| aou | Indian | (28.1,28.2] | 0.5625269 | 0.3167112 | 0.8578634 |
| aou | Indian | (28.2,28.3] | 0.4092684 | -0.0278093 | 0.8463462 |
| aou | N_Atlantic | (-Inf,26] | NA | NA | NA |
| aou | N_Atlantic | (26,26.5] | 0.3817304 | -0.0808364 | 0.9410723 |
| aou | N_Atlantic | (26.5,26.75] | -0.5126376 | -0.6482417 | -0.3243598 |
| aou | N_Atlantic | (26.75,27] | -0.6344725 | -0.7743490 | -0.3791678 |
| aou | N_Atlantic | (27,27.25] | -0.7815832 | -0.8733662 | -0.6489662 |
| aou | N_Atlantic | (27.25,27.5] | -0.8810939 | -0.9478386 | -0.8007300 |
| aou | N_Atlantic | (27.5,27.75] | -0.9237795 | -0.9470226 | -0.9104718 |
| aou | N_Atlantic | (27.75,27.85] | -0.9110557 | -0.9194425 | -0.9040411 |
| aou | N_Atlantic | (27.85,27.95] | -0.7033266 | -0.7217698 | -0.6910760 |
| aou | N_Atlantic | (27.95,28.05] | -0.9274267 | -0.9585253 | -0.9001626 |
| aou | N_Atlantic | (28.05,28.1] | -0.8778619 | -0.9121432 | -0.8457323 |
| aou | N_Atlantic | (28.1,28.15] | -0.9921576 | -0.9972542 | -0.9835687 |
| aou | N_Atlantic | (28.15,28.2] | -0.9687346 | -1.0000000 | -0.9237404 |
| aou | N_Atlantic | (28.2, Inf] | -0.8943758 | -0.9994429 | -0.7070124 |
| aou | N_Pacific | (-Inf,26] | 0.1997714 | -0.1867703 | 0.5392997 |
| aou | N_Pacific | (26,26.5] | 0.3920503 | 0.2974621 | 0.4817048 |
| aou | N_Pacific | (26.5,26.75] | 0.0148364 | -0.0602423 | 0.1104803 |
| aou | N_Pacific | (26.75,27] | -0.4491926 | -0.5879323 | -0.2670487 |
| aou | N_Pacific | (27,27.25] | -0.1082435 | -0.2867299 | 0.1938341 |
| aou | N_Pacific | (27.25,27.5] | 0.3981567 | 0.1621216 | 0.6437731 |
| aou | N_Pacific | (27.5,27.75] | -0.5083381 | -0.5874218 | -0.3767577 |
| aou | N_Pacific | (27.75,27.85] | -0.7668584 | -0.7800206 | -0.7489562 |
| aou | N_Pacific | (27.85,27.95] | -0.8218849 | -0.8637123 | -0.7994569 |
| aou | N_Pacific | (27.95,28.05] | 0.9003464 | 0.8648574 | 0.9572468 |
| aou | N_Pacific | (28.05,28.1] | 0.9992157 | 0.9990591 | 0.9995242 |
| aou | N_Pacific | (28.1,28.2] | 0.9928059 | 0.9921351 | 0.9933738 |
| aou | Pacific | (-Inf,26] | 0.3625737 | 0.2893258 | 0.4405690 |
| aou | Pacific | (26,26.5] | -0.0917597 | -0.2985523 | 0.1775951 |
| aou | Pacific | (26.5,26.75] | -0.2283801 | -0.4102960 | 0.0409432 |
| aou | Pacific | (26.75,27] | -0.6119926 | -0.7128553 | -0.4442822 |
| aou | Pacific | (27,27.25] | -0.7267566 | -0.7920185 | -0.6529223 |
| aou | Pacific | (27.25,27.5] | 0.2683638 | 0.1652655 | 0.3327821 |
| aou | Pacific | (27.5,27.75] | 0.7453801 | 0.6651579 | 0.7863577 |
| aou | Pacific | (27.75,27.85] | 0.8131538 | 0.7425607 | 0.8681020 |
| aou | Pacific | (27.85,27.95] | 0.7164718 | 0.6825930 | 0.7387372 |
| aou | Pacific | (27.95,28.05] | 0.8545103 | 0.8508014 | 0.8564350 |
| aou | Pacific | (28.05,28.1] | 0.9623107 | 0.9484473 | 0.9713370 |
| aou | Pacific | (28.1,28.2] | 0.8953710 | 0.8807489 | 0.9163313 |
| aou | SO | (-Inf,26] | 0.4454015 | 0.1225983 | 0.6721586 |
| aou | SO | (26,26.5] | 0.3246474 | 0.1796914 | 0.5711725 |
| aou | SO | (26.5,26.75] | -0.1047644 | -0.1359562 | -0.0663121 |
| aou | SO | (26.75,27] | -0.3256773 | -0.3817845 | -0.2559253 |
| aou | SO | (27,27.25] | -0.4247533 | -0.5496686 | -0.3000756 |
| aou | SO | (27.25,27.5] | -0.6473075 | -0.7359695 | -0.5368349 |
| aou | SO | (27.5,27.75] | -0.4991976 | -0.7570917 | -0.0142471 |
| aou | SO | (27.75,27.85] | -0.5002958 | -0.6305424 | -0.2964106 |
| aou | SO | (27.85,27.95] | -0.3304691 | -0.5315492 | -0.1338590 |
| aou | SO | (27.95,28.05] | -0.0132100 | -0.2634627 | 0.1251892 |
| aou | SO | (28.05,28.1] | 0.0739824 | -0.2201965 | 0.2583822 |
| aou | SO | (28.1,28.15] | -0.2108802 | -0.3799783 | -0.0867096 |
| aou | SO | (28.1,28.2] | 0.1773353 | -0.0726620 | 0.5444805 |
| aou | SO | (28.15,28.2] | -0.3132836 | -0.4787190 | -0.0874779 |
| aou | SO | (28.2, Inf] | -0.7864484 | -0.8997588 | -0.5886125 |
| aou | SO | (28.2,28.3] | -0.0027587 | -0.3494471 | 0.6744643 |
| aou | SO | (28.3, Inf] | 0.4776748 | -0.5045515 | 0.9995312 |
| nitrate | Atlantic | (-Inf,26] | -0.1070937 | -0.2658507 | 0.0131310 |
| nitrate | Atlantic | (26,26.5] | 0.0035018 | -0.1571659 | 0.1785514 |
| nitrate | Atlantic | (26.5,26.75] | -0.1465595 | -0.3418223 | 0.0472842 |
| nitrate | Atlantic | (26.75,27] | -0.2591175 | -0.4350039 | -0.0561563 |
| nitrate | Atlantic | (27,27.25] | -0.3085003 | -0.4303836 | -0.0744315 |
| nitrate | Atlantic | (27.25,27.5] | -0.7795870 | -0.8570153 | -0.6452713 |
| nitrate | Atlantic | (27.5,27.75] | -0.9659966 | -0.9689235 | -0.9631283 |
| nitrate | Atlantic | (27.75,27.85] | -0.9451011 | -0.9733015 | -0.9150663 |
| nitrate | Atlantic | (27.85,27.95] | -0.4202131 | -0.5996719 | -0.3184237 |
| nitrate | Atlantic | (27.95,28.05] | -0.8574988 | -0.8923350 | -0.8223727 |
| nitrate | Atlantic | (28.05,28.1] | -0.8256823 | -0.8480291 | -0.8029864 |
| nitrate | Atlantic | (28.1,28.15] | -0.9188757 | -0.9302506 | -0.9069340 |
| nitrate | Atlantic | (28.15,28.2] | -0.9859755 | -0.9886274 | -0.9824816 |
| nitrate | Atlantic | (28.2, Inf] | -0.4674577 | -0.9531272 | 0.3099393 |
| nitrate | Indian | (-Inf,26] | -0.1017163 | -0.3556352 | 0.1879755 |
| nitrate | Indian | (26,26.5] | -0.6947798 | -0.7989468 | -0.6334451 |
| nitrate | Indian | (26.5,26.75] | -0.8704382 | -0.9151669 | -0.8221887 |
| nitrate | Indian | (26.75,27] | -0.8704738 | -0.8922907 | -0.8349342 |
| nitrate | Indian | (27,27.25] | -0.4399536 | -0.5338348 | -0.2946947 |
| nitrate | Indian | (27.25,27.5] | -0.2551558 | -0.4711234 | -0.0677973 |
| nitrate | Indian | (27.5,27.75] | 0.0388682 | -0.5117406 | 0.3476220 |
| nitrate | Indian | (27.75,27.85] | -0.7256617 | -0.8845354 | -0.6144277 |
| nitrate | Indian | (27.85,27.95] | -0.9198454 | -0.9575664 | -0.8970285 |
| nitrate | Indian | (27.95,28.05] | -0.9421608 | -0.9736050 | -0.8999214 |
| nitrate | Indian | (28.05,28.1] | -0.7850368 | -0.9206887 | -0.5486123 |
| nitrate | Indian | (28.1,28.2] | 0.2959548 | -0.0238905 | 0.6934101 |
| nitrate | Indian | (28.2,28.3] | -0.8790350 | -0.9720420 | -0.7860280 |
| nitrate | N_Atlantic | (-Inf,26] | NA | NA | NA |
| nitrate | N_Atlantic | (26,26.5] | 0.3630692 | -0.1692127 | 0.9000780 |
| nitrate | N_Atlantic | (26.5,26.75] | -0.6150885 | -0.7280605 | -0.4892689 |
| nitrate | N_Atlantic | (26.75,27] | -0.7556402 | -0.8497351 | -0.5679566 |
| nitrate | N_Atlantic | (27,27.25] | -0.9171557 | -0.9601282 | -0.8593580 |
| nitrate | N_Atlantic | (27.25,27.5] | -0.9077332 | -0.9445130 | -0.8831325 |
| nitrate | N_Atlantic | (27.5,27.75] | -0.7133799 | -0.8055425 | -0.5802934 |
| nitrate | N_Atlantic | (27.75,27.85] | -0.6748052 | -0.7518759 | -0.5492487 |
| nitrate | N_Atlantic | (27.85,27.95] | -0.7833625 | -0.8193811 | -0.7642305 |
| nitrate | N_Atlantic | (27.95,28.05] | -0.8782176 | -0.9341934 | -0.7868144 |
| nitrate | N_Atlantic | (28.05,28.1] | -0.9014469 | -0.9198075 | -0.8772529 |
| nitrate | N_Atlantic | (28.1,28.15] | -0.9921203 | -0.9979284 | -0.9835068 |
| nitrate | N_Atlantic | (28.15,28.2] | -0.8543116 | -1.0000000 | -0.5754662 |
| nitrate | N_Atlantic | (28.2, Inf] | -0.8554003 | -0.9955689 | -0.6456512 |
| nitrate | N_Pacific | (-Inf,26] | 0.2005957 | -0.1490884 | 0.5052655 |
| nitrate | N_Pacific | (26,26.5] | 0.4769685 | 0.4191818 | 0.5550014 |
| nitrate | N_Pacific | (26.5,26.75] | 0.1211752 | -0.0124386 | 0.2343556 |
| nitrate | N_Pacific | (26.75,27] | -0.2339453 | -0.3929616 | -0.0595304 |
| nitrate | N_Pacific | (27,27.25] | 0.0789025 | -0.0299479 | 0.2893325 |
| nitrate | N_Pacific | (27.25,27.5] | 0.5439446 | 0.4062259 | 0.7178974 |
| nitrate | N_Pacific | (27.5,27.75] | -0.0605266 | -0.2465543 | 0.2729084 |
| nitrate | N_Pacific | (27.75,27.85] | -0.8099474 | -0.8213703 | -0.8013465 |
| nitrate | N_Pacific | (27.85,27.95] | -0.8251231 | -0.8777869 | -0.7934442 |
| nitrate | N_Pacific | (27.95,28.05] | 0.9115005 | 0.8835891 | 0.9573860 |
| nitrate | N_Pacific | (28.05,28.1] | 0.9994843 | 0.9993658 | 0.9996243 |
| nitrate | N_Pacific | (28.1,28.2] | 0.9938127 | 0.9923388 | 0.9950149 |
| nitrate | Pacific | (-Inf,26] | 0.2343031 | 0.1883459 | 0.2832028 |
| nitrate | Pacific | (26,26.5] | -0.2533062 | -0.4792818 | 0.0393252 |
| nitrate | Pacific | (26.5,26.75] | -0.4083167 | -0.6221247 | -0.0844484 |
| nitrate | Pacific | (26.75,27] | -0.6931669 | -0.7918465 | -0.5110091 |
| nitrate | Pacific | (27,27.25] | -0.7380535 | -0.8359666 | -0.5739947 |
| nitrate | Pacific | (27.25,27.5] | 0.2759850 | 0.1724736 | 0.3611445 |
| nitrate | Pacific | (27.5,27.75] | 0.8444966 | 0.8168235 | 0.8642621 |
| nitrate | Pacific | (27.75,27.85] | 0.7644356 | 0.6693301 | 0.8382010 |
| nitrate | Pacific | (27.85,27.95] | 0.6444455 | 0.5827111 | 0.6792253 |
| nitrate | Pacific | (27.95,28.05] | 0.8524812 | 0.8446911 | 0.8613592 |
| nitrate | Pacific | (28.05,28.1] | 0.9182131 | 0.8876137 | 0.9348216 |
| nitrate | Pacific | (28.1,28.2] | 0.8320324 | 0.8144333 | 0.8520083 |
| nitrate | SO | (-Inf,26] | 0.1514026 | -0.1585821 | 0.5243259 |
| nitrate | SO | (26,26.5] | 0.2442273 | 0.1186166 | 0.4560104 |
| nitrate | SO | (26.5,26.75] | -0.1970750 | -0.2264095 | -0.1654794 |
| nitrate | SO | (26.75,27] | -0.5361656 | -0.6070967 | -0.4414596 |
| nitrate | SO | (27,27.25] | -0.6801680 | -0.7698913 | -0.5896433 |
| nitrate | SO | (27.25,27.5] | -0.8400723 | -0.8822302 | -0.7813903 |
| nitrate | SO | (27.5,27.75] | -0.5695562 | -0.7714603 | -0.1767779 |
| nitrate | SO | (27.75,27.85] | -0.7221179 | -0.7802845 | -0.6465625 |
| nitrate | SO | (27.85,27.95] | -0.7137796 | -0.8182045 | -0.6093490 |
| nitrate | SO | (27.95,28.05] | -0.5150153 | -0.6576855 | -0.4336836 |
| nitrate | SO | (28.05,28.1] | -0.5638320 | -0.7137810 | -0.4410136 |
| nitrate | SO | (28.1,28.15] | -0.8349530 | -0.8975012 | -0.7574738 |
| nitrate | SO | (28.1,28.2] | -0.4403064 | -0.7247797 | -0.1068220 |
| nitrate | SO | (28.15,28.2] | -0.7909797 | -0.8711349 | -0.7495728 |
| nitrate | SO | (28.2, Inf] | -0.9638797 | -0.9942995 | -0.9194580 |
| nitrate | SO | (28.2,28.3] | -0.2500157 | -0.6032226 | 0.4529841 |
| nitrate | SO | (28.3, Inf] | -0.3038614 | -0.9985229 | 0.9546347 |
| oxygen | Atlantic | (-Inf,26] | 0.2559884 | 0.0631096 | 0.4379121 |
| oxygen | Atlantic | (26,26.5] | 0.1143317 | -0.0736239 | 0.2597308 |
| oxygen | Atlantic | (26.5,26.75] | 0.2125147 | -0.0253058 | 0.4350019 |
| oxygen | Atlantic | (26.75,27] | 0.3117287 | -0.0127444 | 0.5462815 |
| oxygen | Atlantic | (27,27.25] | -0.0079804 | -0.3952780 | 0.2212192 |
| oxygen | Atlantic | (27.25,27.5] | -0.3800312 | -0.4549193 | -0.2881158 |
| oxygen | Atlantic | (27.5,27.75] | 0.1485086 | 0.1355165 | 0.1734504 |
| oxygen | Atlantic | (27.75,27.85] | 0.7236609 | 0.6905185 | 0.7455252 |
| oxygen | Atlantic | (27.85,27.95] | 0.1746262 | 0.0530996 | 0.3922386 |
| oxygen | Atlantic | (27.95,28.05] | 0.9103185 | 0.8693274 | 0.9412231 |
| oxygen | Atlantic | (28.05,28.1] | 0.6236179 | 0.5515268 | 0.6956004 |
| oxygen | Atlantic | (28.1,28.15] | 0.4845683 | 0.3376335 | 0.5728459 |
| oxygen | Atlantic | (28.15,28.2] | 0.6119160 | 0.4786611 | 0.6853457 |
| oxygen | Atlantic | (28.2, Inf] | -0.3993962 | -0.9096239 | 0.5041449 |
| oxygen | Indian | (-Inf,26] | 0.1416419 | -0.1390306 | 0.4142228 |
| oxygen | Indian | (26,26.5] | 0.6862628 | 0.6007135 | 0.8012439 |
| oxygen | Indian | (26.5,26.75] | 0.8327661 | 0.7163082 | 0.9223068 |
| oxygen | Indian | (26.75,27] | 0.7758714 | 0.7332617 | 0.8442866 |
| oxygen | Indian | (27,27.25] | -0.0013094 | -0.1394060 | 0.0760369 |
| oxygen | Indian | (27.25,27.5] | -0.3060598 | -0.4791984 | -0.0262328 |
| oxygen | Indian | (27.5,27.75] | 0.0221234 | -0.2254566 | 0.4622309 |
| oxygen | Indian | (27.75,27.85] | 0.7236910 | 0.6421327 | 0.8170441 |
| oxygen | Indian | (27.85,27.95] | 0.8894856 | 0.8729924 | 0.9083138 |
| oxygen | Indian | (27.95,28.05] | 0.9513458 | 0.9477690 | 0.9552494 |
| oxygen | Indian | (28.05,28.1] | 0.6151610 | 0.2175738 | 0.8414936 |
| oxygen | Indian | (28.1,28.2] | -0.6167378 | -0.8727642 | -0.4036010 |
| oxygen | Indian | (28.2,28.3] | -0.6419072 | -0.9000072 | -0.3838072 |
| oxygen | N_Atlantic | (-Inf,26] | NA | NA | NA |
| oxygen | N_Atlantic | (26,26.5] | -0.3428993 | -0.9192738 | 0.1340922 |
| oxygen | N_Atlantic | (26.5,26.75] | 0.6063751 | 0.4474023 | 0.7121519 |
| oxygen | N_Atlantic | (26.75,27] | 0.6571088 | 0.4392819 | 0.7845092 |
| oxygen | N_Atlantic | (27,27.25] | 0.7570471 | 0.6117930 | 0.8641909 |
| oxygen | N_Atlantic | (27.25,27.5] | 0.8034638 | 0.7173766 | 0.9255544 |
| oxygen | N_Atlantic | (27.5,27.75] | 0.8224327 | 0.7944115 | 0.8776486 |
| oxygen | N_Atlantic | (27.75,27.85] | 0.8821170 | 0.8669949 | 0.8908096 |
| oxygen | N_Atlantic | (27.85,27.95] | 0.6832453 | 0.6743478 | 0.6944400 |
| oxygen | N_Atlantic | (27.95,28.05] | 0.7822272 | 0.4721309 | 0.9444013 |
| oxygen | N_Atlantic | (28.05,28.1] | 0.9157197 | 0.8967625 | 0.9406177 |
| oxygen | N_Atlantic | (28.1,28.15] | 0.9932545 | 0.9834243 | 0.9997946 |
| oxygen | N_Atlantic | (28.15,28.2] | 0.9307112 | 0.7959528 | 1.0000000 |
| oxygen | N_Atlantic | (28.2, Inf] | 0.5095102 | 0.0385985 | 0.9422073 |
| oxygen | N_Pacific | (-Inf,26] | 0.2749228 | -0.1720793 | 0.7002678 |
| oxygen | N_Pacific | (26,26.5] | -0.2049917 | -0.3129058 | -0.0590933 |
| oxygen | N_Pacific | (26.5,26.75] | 0.0871289 | 0.0224149 | 0.1297850 |
| oxygen | N_Pacific | (26.75,27] | 0.5827511 | 0.4549012 | 0.6748761 |
| oxygen | N_Pacific | (27,27.25] | 0.2482663 | -0.0579991 | 0.4298483 |
| oxygen | N_Pacific | (27.25,27.5] | -0.3082991 | -0.5726061 | -0.0351356 |
| oxygen | N_Pacific | (27.5,27.75] | 0.6363718 | 0.5511314 | 0.6924071 |
| oxygen | N_Pacific | (27.75,27.85] | 0.8099834 | 0.7965743 | 0.8201284 |
| oxygen | N_Pacific | (27.85,27.95] | 0.8310851 | 0.8067597 | 0.8745610 |
| oxygen | N_Pacific | (27.95,28.05] | -0.8967706 | -0.9550594 | -0.8608197 |
| oxygen | N_Pacific | (28.05,28.1] | -0.9989893 | -0.9992780 | -0.9988395 |
| oxygen | N_Pacific | (28.1,28.2] | -0.9964173 | -0.9970037 | -0.9955183 |
| oxygen | Pacific | (-Inf,26] | -0.3124509 | -0.4267898 | -0.2142519 |
| oxygen | Pacific | (26,26.5] | 0.0114111 | -0.2236510 | 0.2047917 |
| oxygen | Pacific | (26.5,26.75] | 0.1256799 | -0.1064885 | 0.3034619 |
| oxygen | Pacific | (26.75,27] | 0.5466698 | 0.3752500 | 0.6586437 |
| oxygen | Pacific | (27,27.25] | 0.6910470 | 0.6099175 | 0.7627561 |
| oxygen | Pacific | (27.25,27.5] | -0.2733163 | -0.3412604 | -0.1701983 |
| oxygen | Pacific | (27.5,27.75] | -0.6958962 | -0.7445516 | -0.6007716 |
| oxygen | Pacific | (27.75,27.85] | -0.7857357 | -0.8491052 | -0.7044339 |
| oxygen | Pacific | (27.85,27.95] | -0.6710277 | -0.6962559 | -0.6297939 |
| oxygen | Pacific | (27.95,28.05] | -0.8231035 | -0.8274204 | -0.8177991 |
| oxygen | Pacific | (28.05,28.1] | -0.9647109 | -0.9732472 | -0.9533146 |
| oxygen | Pacific | (28.1,28.2] | -0.8950939 | -0.9155391 | -0.8821154 |
| oxygen | SO | (-Inf,26] | 0.3828591 | -0.1472362 | 0.7036521 |
| oxygen | SO | (26,26.5] | 0.0297188 | -0.2012279 | 0.2911216 |
| oxygen | SO | (26.5,26.75] | 0.1760358 | 0.1577851 | 0.2009198 |
| oxygen | SO | (26.75,27] | 0.2355599 | 0.1928876 | 0.2815243 |
| oxygen | SO | (27,27.25] | 0.3024868 | 0.1850790 | 0.4169303 |
| oxygen | SO | (27.25,27.5] | 0.5283794 | 0.3995031 | 0.6295731 |
| oxygen | SO | (27.5,27.75] | 0.5251936 | 0.0481049 | 0.7668785 |
| oxygen | SO | (27.75,27.85] | 0.4256474 | 0.1805586 | 0.5778384 |
| oxygen | SO | (27.85,27.95] | 0.1826831 | -0.0466235 | 0.4045270 |
| oxygen | SO | (27.95,28.05] | -0.1497878 | -0.3179010 | 0.1141342 |
| oxygen | SO | (28.05,28.1] | -0.2355364 | -0.4013579 | 0.0727738 |
| oxygen | SO | (28.1,28.15] | -0.0407588 | -0.2379470 | 0.1802089 |
| oxygen | SO | (28.1,28.2] | -0.2812117 | -0.6335932 | -0.0674556 |
| oxygen | SO | (28.15,28.2] | 0.1158275 | -0.1425538 | 0.2482769 |
| oxygen | SO | (28.2, Inf] | 0.5372079 | 0.0844880 | 0.7738350 |
| oxygen | SO | (28.2,28.3] | -0.1049341 | -0.7464844 | 0.2555795 |
| oxygen | SO | (28.3, Inf] | -0.3400671 | -0.9390932 | 0.7822368 |
| phosphate | Atlantic | (-Inf,26] | 0.1687672 | 0.0505688 | 0.2748022 |
| phosphate | Atlantic | (26,26.5] | 0.0847860 | -0.0682827 | 0.2455804 |
| phosphate | Atlantic | (26.5,26.75] | -0.0900875 | -0.2817145 | 0.0988089 |
| phosphate | Atlantic | (26.75,27] | -0.2082063 | -0.3832881 | -0.0118105 |
| phosphate | Atlantic | (27,27.25] | -0.2700193 | -0.3909575 | -0.0424878 |
| phosphate | Atlantic | (27.25,27.5] | -0.7840414 | -0.8628700 | -0.6584721 |
| phosphate | Atlantic | (27.5,27.75] | -0.9641065 | -0.9709559 | -0.9595388 |
| phosphate | Atlantic | (27.75,27.85] | -0.9307786 | -0.9696554 | -0.9093816 |
| phosphate | Atlantic | (27.85,27.95] | -0.5070146 | -0.5569565 | -0.4482193 |
| phosphate | Atlantic | (27.95,28.05] | -0.8359033 | -0.8610426 | -0.8086966 |
| phosphate | Atlantic | (28.05,28.1] | -0.8598707 | -0.8779023 | -0.8429077 |
| phosphate | Atlantic | (28.1,28.15] | -0.9396730 | -0.9474519 | -0.9320339 |
| phosphate | Atlantic | (28.15,28.2] | -0.9890996 | -0.9906956 | -0.9870620 |
| phosphate | Atlantic | (28.2, Inf] | -0.4975034 | -0.9644722 | 0.2477521 |
| phosphate | Indian | (-Inf,26] | -0.1292364 | -0.3934065 | 0.1633480 |
| phosphate | Indian | (26,26.5] | -0.7174872 | -0.8345225 | -0.6356294 |
| phosphate | Indian | (26.5,26.75] | -0.8787663 | -0.9448304 | -0.8077061 |
| phosphate | Indian | (26.75,27] | -0.8711564 | -0.9172022 | -0.8383790 |
| phosphate | Indian | (27,27.25] | -0.3194066 | -0.3877703 | -0.1860860 |
| phosphate | Indian | (27.25,27.5] | -0.1852518 | -0.4071632 | -0.0084387 |
| phosphate | Indian | (27.5,27.75] | 0.0366326 | -0.5063423 | 0.3411267 |
| phosphate | Indian | (27.75,27.85] | -0.7300377 | -0.8719370 | -0.6271862 |
| phosphate | Indian | (27.85,27.95] | -0.9110745 | -0.9476419 | -0.8909403 |
| phosphate | Indian | (27.95,28.05] | -0.9437258 | -0.9707804 | -0.9093375 |
| phosphate | Indian | (28.05,28.1] | -0.7820812 | -0.9169749 | -0.5472823 |
| phosphate | Indian | (28.1,28.2] | 0.3077699 | -0.0017401 | 0.6887114 |
| phosphate | Indian | (28.2,28.3] | -0.8816036 | -0.9749480 | -0.7882592 |
| phosphate | N_Atlantic | (-Inf,26] | NA | NA | NA |
| phosphate | N_Atlantic | (26,26.5] | 0.3673365 | -0.1409571 | 0.8968233 |
| phosphate | N_Atlantic | (26.5,26.75] | -0.5529273 | -0.6814118 | -0.4057904 |
| phosphate | N_Atlantic | (26.75,27] | -0.7270670 | -0.8282706 | -0.5247636 |
| phosphate | N_Atlantic | (27,27.25] | -0.8931019 | -0.9392388 | -0.8313219 |
| phosphate | N_Atlantic | (27.25,27.5] | -0.9418926 | -0.9689438 | -0.9193906 |
| phosphate | N_Atlantic | (27.5,27.75] | -0.7798662 | -0.8609267 | -0.6618189 |
| phosphate | N_Atlantic | (27.75,27.85] | -0.7071730 | -0.7940012 | -0.5802205 |
| phosphate | N_Atlantic | (27.85,27.95] | -0.6456003 | -0.7479287 | -0.5729485 |
| phosphate | N_Atlantic | (27.95,28.05] | -0.8102912 | -0.8476718 | -0.7818927 |
| phosphate | N_Atlantic | (28.05,28.1] | -0.8558736 | -0.8760335 | -0.8212571 |
| phosphate | N_Atlantic | (28.1,28.15] | -0.9782772 | -0.9900376 | -0.9585511 |
| phosphate | N_Atlantic | (28.15,28.2] | 0.3124741 | -0.1367564 | 1.0000000 |
| phosphate | N_Atlantic | (28.2, Inf] | 0.7469660 | 0.4359818 | 0.9686923 |
| phosphate | N_Pacific | (-Inf,26] | 0.3609824 | 0.1351203 | 0.5848859 |
| phosphate | N_Pacific | (26,26.5] | 0.5032503 | 0.4656992 | 0.5772605 |
| phosphate | N_Pacific | (26.5,26.75] | 0.1394967 | 0.0430273 | 0.2647174 |
| phosphate | N_Pacific | (26.75,27] | -0.2747602 | -0.4583987 | -0.0368382 |
| phosphate | N_Pacific | (27,27.25] | -0.0501475 | -0.2406425 | 0.2644959 |
| phosphate | N_Pacific | (27.25,27.5] | 0.3077092 | 0.0516564 | 0.5862070 |
| phosphate | N_Pacific | (27.5,27.75] | -0.4945224 | -0.5846321 | -0.3730755 |
| phosphate | N_Pacific | (27.75,27.85] | -0.8078931 | -0.8179336 | -0.7992309 |
| phosphate | N_Pacific | (27.85,27.95] | -0.8393582 | -0.8733209 | -0.8198009 |
| phosphate | N_Pacific | (27.95,28.05] | 0.8734201 | 0.8217133 | 0.9557362 |
| phosphate | N_Pacific | (28.05,28.1] | 0.9992192 | 0.9990449 | 0.9994516 |
| phosphate | N_Pacific | (28.1,28.2] | 0.9943771 | 0.9928575 | 0.9954488 |
| phosphate | Pacific | (-Inf,26] | 0.2641695 | 0.2077533 | 0.3145392 |
| phosphate | Pacific | (26,26.5] | -0.2012586 | -0.4188909 | 0.0820125 |
| phosphate | Pacific | (26.5,26.75] | -0.2871560 | -0.4603249 | -0.0151581 |
| phosphate | Pacific | (26.75,27] | -0.5885931 | -0.6723722 | -0.4253805 |
| phosphate | Pacific | (27,27.25] | -0.7334187 | -0.7794453 | -0.6665059 |
| phosphate | Pacific | (27.25,27.5] | 0.1479957 | 0.0698807 | 0.2262079 |
| phosphate | Pacific | (27.5,27.75] | 0.6751830 | 0.5532906 | 0.7388960 |
| phosphate | Pacific | (27.75,27.85] | 0.7326249 | 0.6185848 | 0.8169338 |
| phosphate | Pacific | (27.85,27.95] | 0.6539638 | 0.6001698 | 0.6813960 |
| phosphate | Pacific | (27.95,28.05] | 0.8536092 | 0.8482220 | 0.8584627 |
| phosphate | Pacific | (28.05,28.1] | 0.9253466 | 0.8977280 | 0.9410974 |
| phosphate | Pacific | (28.1,28.2] | 0.8380231 | 0.8207486 | 0.8568039 |
| phosphate | SO | (-Inf,26] | 0.0797594 | -0.1874945 | 0.4541009 |
| phosphate | SO | (26,26.5] | 0.2238999 | 0.0982826 | 0.4410494 |
| phosphate | SO | (26.5,26.75] | -0.2140478 | -0.2502495 | -0.1706687 |
| phosphate | SO | (26.75,27] | -0.5360485 | -0.6106089 | -0.4373392 |
| phosphate | SO | (27,27.25] | -0.6722641 | -0.7687731 | -0.5727421 |
| phosphate | SO | (27.25,27.5] | -0.8366022 | -0.8805267 | -0.7736977 |
| phosphate | SO | (27.5,27.75] | -0.6115163 | -0.8036838 | -0.2446374 |
| phosphate | SO | (27.75,27.85] | -0.7236534 | -0.7769750 | -0.6418429 |
| phosphate | SO | (27.85,27.95] | -0.7042257 | -0.8028945 | -0.6044062 |
| phosphate | SO | (27.95,28.05] | -0.5260711 | -0.6494365 | -0.4523892 |
| phosphate | SO | (28.05,28.1] | -0.6120416 | -0.7331147 | -0.5131981 |
| phosphate | SO | (28.1,28.15] | -0.8583431 | -0.9178654 | -0.8131992 |
| phosphate | SO | (28.1,28.2] | -0.4962793 | -0.7483044 | -0.2033608 |
| phosphate | SO | (28.15,28.2] | -0.8300169 | -0.8597599 | -0.8064045 |
| phosphate | SO | (28.2, Inf] | -0.9823785 | -0.9982139 | -0.9590555 |
| phosphate | SO | (28.2,28.3] | -0.3552353 | -0.7000213 | 0.3196806 |
| phosphate | SO | (28.3, Inf] | -0.3430341 | -0.9997052 | 0.9486211 |
| phosphate_star | Atlantic | (-Inf,26] | 0.4569647 | 0.3216619 | 0.5256276 |
| phosphate_star | Atlantic | (26,26.5] | 0.3307111 | 0.1861691 | 0.4181589 |
| phosphate_star | Atlantic | (26.5,26.75] | 0.1617754 | 0.0411796 | 0.2428603 |
| phosphate_star | Atlantic | (26.75,27] | 0.0849895 | -0.0461682 | 0.2276926 |
| phosphate_star | Atlantic | (27,27.25] | -0.3496833 | -0.5348505 | -0.2459411 |
| phosphate_star | Atlantic | (27.25,27.5] | -0.9034305 | -0.9465951 | -0.8787153 |
| phosphate_star | Atlantic | (27.5,27.75] | -0.9174859 | -0.9362906 | -0.9068882 |
| phosphate_star | Atlantic | (27.75,27.85] | -0.8653037 | -0.8863757 | -0.8320014 |
| phosphate_star | Atlantic | (27.85,27.95] | -0.5595679 | -0.6879871 | -0.4112733 |
| phosphate_star | Atlantic | (27.95,28.05] | -0.5804237 | -0.6240188 | -0.5102025 |
| phosphate_star | Atlantic | (28.05,28.1] | -0.9149752 | -0.9187666 | -0.9102536 |
| phosphate_star | Atlantic | (28.1,28.15] | -0.9829985 | -0.9834655 | -0.9824444 |
| phosphate_star | Atlantic | (28.15,28.2] | -0.9772158 | -0.9965041 | -0.9602803 |
| phosphate_star | Atlantic | (28.2, Inf] | -0.9377900 | -0.9970658 | -0.8876757 |
| phosphate_star | Indian | (-Inf,26] | -0.1041496 | -0.3424586 | 0.1955266 |
| phosphate_star | Indian | (26,26.5] | -0.7322937 | -0.8674141 | -0.6351526 |
| phosphate_star | Indian | (26.5,26.75] | -0.8546070 | -0.9294676 | -0.8058023 |
| phosphate_star | Indian | (26.75,27] | -0.4919239 | -0.5854400 | -0.4323299 |
| phosphate_star | Indian | (27,27.25] | -0.5814765 | -0.7076010 | -0.4810347 |
| phosphate_star | Indian | (27.25,27.5] | -0.6964197 | -0.8203697 | -0.4898117 |
| phosphate_star | Indian | (27.5,27.75] | 0.1034379 | -0.0029153 | 0.3156672 |
| phosphate_star | Indian | (27.75,27.85] | 0.2240561 | -0.1465563 | 0.4422633 |
| phosphate_star | Indian | (27.85,27.95] | -0.8582510 | -0.9453116 | -0.7734717 |
| phosphate_star | Indian | (27.95,28.05] | -0.8108975 | -0.9449698 | -0.6110838 |
| phosphate_star | Indian | (28.05,28.1] | -0.9305044 | -0.9797275 | -0.8671684 |
| phosphate_star | Indian | (28.1,28.2] | -0.8904074 | -0.9285248 | -0.8432045 |
| phosphate_star | Indian | (28.2,28.3] | -0.9844755 | -0.9962195 | -0.9727315 |
| phosphate_star | N_Atlantic | (-Inf,26] | NA | NA | NA |
| phosphate_star | N_Atlantic | (26,26.5] | 0.3501974 | -0.0805462 | 0.7354314 |
| phosphate_star | N_Atlantic | (26.5,26.75] | -0.1700743 | -0.3196732 | -0.0270952 |
| phosphate_star | N_Atlantic | (26.75,27] | -0.5671729 | -0.6941752 | -0.4348916 |
| phosphate_star | N_Atlantic | (27,27.25] | -0.5357755 | -0.7281334 | -0.3594244 |
| phosphate_star | N_Atlantic | (27.25,27.5] | -0.0957542 | -0.2522323 | 0.0177945 |
| phosphate_star | N_Atlantic | (27.5,27.75] | 0.2215483 | 0.1396151 | 0.2695504 |
| phosphate_star | N_Atlantic | (27.75,27.85] | 0.5691194 | 0.5123915 | 0.6510646 |
| phosphate_star | N_Atlantic | (27.85,27.95] | 0.4569809 | 0.3843027 | 0.5516388 |
| phosphate_star | N_Atlantic | (27.95,28.05] | 0.1428155 | -0.1379174 | 0.4920434 |
| phosphate_star | N_Atlantic | (28.05,28.1] | -0.7242862 | -0.7524254 | -0.6955790 |
| phosphate_star | N_Atlantic | (28.1,28.15] | -0.9316928 | -0.9634578 | -0.8862433 |
| phosphate_star | N_Atlantic | (28.15,28.2] | 0.8636103 | 0.7175573 | 1.0000000 |
| phosphate_star | N_Atlantic | (28.2, Inf] | 0.8053000 | 0.5052359 | 0.9900883 |
| phosphate_star | N_Pacific | (-Inf,26] | 0.7789548 | 0.7040379 | 0.9189654 |
| phosphate_star | N_Pacific | (26,26.5] | 0.7309251 | 0.6490945 | 0.8121234 |
| phosphate_star | N_Pacific | (26.5,26.75] | 0.6755990 | 0.6158816 | 0.7782986 |
| phosphate_star | N_Pacific | (26.75,27] | 0.7067696 | 0.5326110 | 0.8641454 |
| phosphate_star | N_Pacific | (27,27.25] | 0.4280908 | 0.2676427 | 0.6301641 |
| phosphate_star | N_Pacific | (27.25,27.5] | 0.1904129 | 0.0587604 | 0.3825670 |
| phosphate_star | N_Pacific | (27.5,27.75] | 0.7114797 | 0.6508036 | 0.7458467 |
| phosphate_star | N_Pacific | (27.75,27.85] | 0.7771597 | 0.7469216 | 0.8157246 |
| phosphate_star | N_Pacific | (27.85,27.95] | 0.6775460 | 0.5372984 | 0.8746912 |
| phosphate_star | N_Pacific | (27.95,28.05] | -0.8532875 | -0.9038796 | -0.8211398 |
| phosphate_star | N_Pacific | (28.05,28.1] | -0.8739237 | -0.8922880 | -0.8620982 |
| phosphate_star | N_Pacific | (28.1,28.2] | 0.7335837 | 0.6895036 | 0.8022926 |
| phosphate_star | Pacific | (-Inf,26] | 0.1275610 | 0.0707575 | 0.1645808 |
| phosphate_star | Pacific | (26,26.5] | -0.4405235 | -0.6002539 | -0.2211508 |
| phosphate_star | Pacific | (26.5,26.75] | -0.5540326 | -0.6767070 | -0.3459213 |
| phosphate_star | Pacific | (26.75,27] | -0.4860857 | -0.6460791 | -0.3795807 |
| phosphate_star | Pacific | (27,27.25] | -0.2117702 | -0.3869631 | 0.0398597 |
| phosphate_star | Pacific | (27.25,27.5] | -0.5359998 | -0.5916569 | -0.4263474 |
| phosphate_star | Pacific | (27.5,27.75] | -0.3624833 | -0.4164439 | -0.2626270 |
| phosphate_star | Pacific | (27.75,27.85] | -0.5285062 | -0.6074750 | -0.4429240 |
| phosphate_star | Pacific | (27.85,27.95] | 0.0927533 | -0.0062338 | 0.1894232 |
| phosphate_star | Pacific | (27.95,28.05] | 0.5239341 | 0.4098292 | 0.6275004 |
| phosphate_star | Pacific | (28.05,28.1] | 0.1675076 | 0.1446759 | 0.1850877 |
| phosphate_star | Pacific | (28.1,28.2] | -0.0162822 | -0.1009045 | 0.0454356 |
| phosphate_star | SO | (-Inf,26] | 0.6693807 | 0.5251718 | 0.8839705 |
| phosphate_star | SO | (26,26.5] | 0.3519476 | 0.1618579 | 0.5144933 |
| phosphate_star | SO | (26.5,26.75] | -0.1753387 | -0.2203318 | -0.1103404 |
| phosphate_star | SO | (26.75,27] | -0.5613893 | -0.6123978 | -0.4761723 |
| phosphate_star | SO | (27,27.25] | -0.5727435 | -0.6038208 | -0.5110320 |
| phosphate_star | SO | (27.25,27.5] | -0.2048324 | -0.3578215 | -0.0312784 |
| phosphate_star | SO | (27.5,27.75] | 0.3247149 | -0.1341431 | 0.5872997 |
| phosphate_star | SO | (27.75,27.85] | -0.3583390 | -0.6738621 | -0.1760741 |
| phosphate_star | SO | (27.85,27.95] | -0.7952616 | -0.8926605 | -0.6994354 |
| phosphate_star | SO | (27.95,28.05] | -0.7811727 | -0.9222751 | -0.6273744 |
| phosphate_star | SO | (28.05,28.1] | -0.7094604 | -0.9371891 | -0.4446586 |
| phosphate_star | SO | (28.1,28.15] | -0.5391574 | -0.8792203 | -0.2934003 |
| phosphate_star | SO | (28.1,28.2] | -0.6763624 | -0.9137295 | -0.5109653 |
| phosphate_star | SO | (28.15,28.2] | -0.2700745 | -0.5970335 | -0.0354986 |
| phosphate_star | SO | (28.2, Inf] | -0.6106540 | -0.8399023 | -0.3526328 |
| phosphate_star | SO | (28.2,28.3] | -0.4938859 | -0.9099490 | -0.0697947 |
| phosphate_star | SO | (28.3, Inf] | -0.9661676 | -0.9933068 | -0.9267241 |
| sal | Atlantic | (-Inf,26] | -0.4577538 | -0.5386304 | -0.3170655 |
| sal | Atlantic | (26,26.5] | -0.5464094 | -0.7346246 | -0.4229436 |
| sal | Atlantic | (26.5,26.75] | -0.4908751 | -0.6457787 | -0.3921029 |
| sal | Atlantic | (26.75,27] | -0.3590833 | -0.5193562 | -0.1669751 |
| sal | Atlantic | (27,27.25] | 0.1981945 | 0.1170293 | 0.3546726 |
| sal | Atlantic | (27.25,27.5] | 0.8782197 | 0.8713735 | 0.8907103 |
| sal | Atlantic | (27.5,27.75] | 0.9287830 | 0.9239547 | 0.9340343 |
| sal | Atlantic | (27.75,27.85] | 0.8287807 | 0.8046462 | 0.8610080 |
| sal | Atlantic | (27.85,27.95] | 0.5055051 | 0.4693490 | 0.5690514 |
| sal | Atlantic | (27.95,28.05] | 0.7790459 | 0.7239347 | 0.8169976 |
| sal | Atlantic | (28.05,28.1] | 0.9072423 | 0.8863425 | 0.9298977 |
| sal | Atlantic | (28.1,28.15] | 0.9462054 | 0.9426944 | 0.9483909 |
| sal | Atlantic | (28.15,28.2] | 0.6263361 | 0.4629142 | 0.8897108 |
| sal | Atlantic | (28.2, Inf] | 0.8804114 | 0.7645454 | 0.9786911 |
| sal | Indian | (-Inf,26] | 0.1600289 | -0.0187444 | 0.2538710 |
| sal | Indian | (26,26.5] | 0.1366703 | -0.1990845 | 0.4004211 |
| sal | Indian | (26.5,26.75] | -0.1397186 | -0.4010216 | 0.2743651 |
| sal | Indian | (26.75,27] | -0.4583249 | -0.5594949 | -0.3312410 |
| sal | Indian | (27,27.25] | 0.2693724 | 0.1557159 | 0.4132724 |
| sal | Indian | (27.25,27.5] | 0.4430651 | 0.2007772 | 0.5920802 |
| sal | Indian | (27.5,27.75] | 0.0437035 | -0.1517841 | 0.2133265 |
| sal | Indian | (27.75,27.85] | -0.5959742 | -0.6466129 | -0.5494414 |
| sal | Indian | (27.85,27.95] | -0.4838731 | -0.5569560 | -0.3750767 |
| sal | Indian | (27.95,28.05] | 0.0662174 | -0.4853004 | 0.6137888 |
| sal | Indian | (28.05,28.1] | 0.5418448 | 0.0399312 | 0.9126740 |
| sal | Indian | (28.1,28.2] | 0.9042658 | 0.8754732 | 0.9362627 |
| sal | Indian | (28.2,28.3] | 0.9271106 | 0.8864285 | 0.9677927 |
| sal | N_Atlantic | (-Inf,26] | NA | NA | NA |
| sal | N_Atlantic | (26,26.5] | -0.5290376 | -0.7194579 | -0.1779019 |
| sal | N_Atlantic | (26.5,26.75] | -0.6862673 | -0.7208862 | -0.6388357 |
| sal | N_Atlantic | (26.75,27] | -0.2898952 | -0.3820874 | -0.2150136 |
| sal | N_Atlantic | (27,27.25] | -0.0780941 | -0.3146754 | 0.1287374 |
| sal | N_Atlantic | (27.25,27.5] | -0.0933565 | -0.3970049 | 0.1391125 |
| sal | N_Atlantic | (27.5,27.75] | -0.2282301 | -0.2657743 | -0.1999827 |
| sal | N_Atlantic | (27.75,27.85] | -0.4823749 | -0.6237291 | -0.2905971 |
| sal | N_Atlantic | (27.85,27.95] | -0.5169347 | -0.6676738 | -0.2991834 |
| sal | N_Atlantic | (27.95,28.05] | -0.4906459 | -0.8536354 | 0.1223523 |
| sal | N_Atlantic | (28.05,28.1] | -0.3128439 | -0.3881738 | -0.1952697 |
| sal | N_Atlantic | (28.1,28.15] | -0.0677912 | -0.1395236 | 0.0531473 |
| sal | N_Atlantic | (28.15,28.2] | -0.3496385 | -1.0000000 | 0.1353713 |
| sal | N_Atlantic | (28.2, Inf] | -0.7428381 | -0.9312594 | -0.4631510 |
| sal | N_Pacific | (-Inf,26] | -0.9802615 | -0.9918509 | -0.9714567 |
| sal | N_Pacific | (26,26.5] | -0.8818372 | -0.9029786 | -0.8536686 |
| sal | N_Pacific | (26.5,26.75] | -0.8062313 | -0.8659686 | -0.7677288 |
| sal | N_Pacific | (26.75,27] | -0.9342571 | -0.9474259 | -0.9138840 |
| sal | N_Pacific | (27,27.25] | -0.8857834 | -0.9694233 | -0.7596255 |
| sal | N_Pacific | (27.25,27.5] | -0.3655142 | -0.6200236 | -0.0904579 |
| sal | N_Pacific | (27.5,27.75] | 0.6045200 | 0.4531118 | 0.6953284 |
| sal | N_Pacific | (27.75,27.85] | 0.6998478 | 0.6589760 | 0.7520396 |
| sal | N_Pacific | (27.85,27.95] | 0.8082020 | 0.7924670 | 0.8362478 |
| sal | N_Pacific | (27.95,28.05] | -0.8794167 | -0.9236959 | -0.8506425 |
| sal | N_Pacific | (28.05,28.1] | -0.9949452 | -0.9953715 | -0.9944468 |
| sal | N_Pacific | (28.1,28.2] | -0.9932487 | -0.9960488 | -0.9898151 |
| sal | Pacific | (-Inf,26] | 0.1261474 | 0.0929892 | 0.1503470 |
| sal | Pacific | (26,26.5] | 0.4777027 | 0.3546342 | 0.5395634 |
| sal | Pacific | (26.5,26.75] | 0.6963865 | 0.6174405 | 0.8125496 |
| sal | Pacific | (26.75,27] | 0.5260282 | 0.4224846 | 0.6704720 |
| sal | Pacific | (27,27.25] | 0.0534136 | -0.0628850 | 0.1962350 |
| sal | Pacific | (27.25,27.5] | -0.4961329 | -0.5811662 | -0.4320940 |
| sal | Pacific | (27.5,27.75] | 0.0087941 | -0.1032415 | 0.0736166 |
| sal | Pacific | (27.75,27.85] | -0.2117279 | -0.2726473 | -0.1613823 |
| sal | Pacific | (27.85,27.95] | -0.2665970 | -0.3101795 | -0.2253699 |
| sal | Pacific | (27.95,28.05] | -0.7139378 | -0.7261183 | -0.6948641 |
| sal | Pacific | (28.05,28.1] | -0.8907150 | -0.9176426 | -0.8501035 |
| sal | Pacific | (28.1,28.2] | -0.8488771 | -0.8668112 | -0.8209694 |
| sal | SO | (-Inf,26] | -0.9172610 | -0.9963541 | -0.8486180 |
| sal | SO | (26,26.5] | -0.7653947 | -0.8938959 | -0.6157499 |
| sal | SO | (26.5,26.75] | -0.2225634 | -0.2926422 | -0.1818066 |
| sal | SO | (26.75,27] | 0.2226704 | 0.1142941 | 0.3176253 |
| sal | SO | (27,27.25] | 0.0976099 | 0.0872670 | 0.1155113 |
| sal | SO | (27.25,27.5] | -0.3575053 | -0.4385662 | -0.2100710 |
| sal | SO | (27.5,27.75] | -0.2190080 | -0.4933308 | 0.2373074 |
| sal | SO | (27.75,27.85] | 0.3472266 | 0.1517705 | 0.6630709 |
| sal | SO | (27.85,27.95] | 0.7971880 | 0.7240750 | 0.9053974 |
| sal | SO | (27.95,28.05] | 0.7563589 | 0.5924552 | 0.9092990 |
| sal | SO | (28.05,28.1] | 0.6580619 | 0.3604768 | 0.9015318 |
| sal | SO | (28.1,28.15] | 0.3876502 | 0.1033544 | 0.7207831 |
| sal | SO | (28.1,28.2] | 0.4108300 | 0.2416156 | 0.7309446 |
| sal | SO | (28.15,28.2] | 0.0616866 | -0.1017887 | 0.3425003 |
| sal | SO | (28.2, Inf] | -0.2005056 | -0.6050752 | 0.3607132 |
| sal | SO | (28.2,28.3] | 0.2676159 | -0.0922493 | 0.7780091 |
| sal | SO | (28.3, Inf] | 0.8424011 | 0.6878576 | 0.9347905 |
| temp | Atlantic | (-Inf,26] | -0.4833340 | -0.5816981 | -0.3170152 |
| temp | Atlantic | (26,26.5] | -0.5258065 | -0.6767237 | -0.4141439 |
| temp | Atlantic | (26.5,26.75] | -0.3961052 | -0.5077556 | -0.3239367 |
| temp | Atlantic | (26.75,27] | -0.1940964 | -0.3744484 | 0.0196454 |
| temp | Atlantic | (27,27.25] | 0.4072372 | 0.3202833 | 0.5712049 |
| temp | Atlantic | (27.25,27.5] | 0.9086063 | 0.8831741 | 0.9285137 |
| temp | Atlantic | (27.5,27.75] | 0.8036466 | 0.7908456 | 0.8139231 |
| temp | Atlantic | (27.75,27.85] | 0.7521282 | 0.6927275 | 0.8118385 |
| temp | Atlantic | (27.85,27.95] | 0.4135169 | 0.3484149 | 0.5226179 |
| temp | Atlantic | (27.95,28.05] | 0.5587706 | 0.5081495 | 0.6189493 |
| temp | Atlantic | (28.05,28.1] | 0.8972070 | 0.8793393 | 0.9086140 |
| temp | Atlantic | (28.1,28.15] | 0.9623740 | 0.9565057 | 0.9698122 |
| temp | Atlantic | (28.15,28.2] | 0.8209806 | 0.7237984 | 0.9456662 |
| temp | Atlantic | (28.2, Inf] | 0.2621321 | -0.4873126 | 0.9440879 |
| temp | Indian | (-Inf,26] | -0.4518315 | -0.5668254 | -0.3447676 |
| temp | Indian | (26,26.5] | 0.0012298 | -0.1614963 | 0.1185815 |
| temp | Indian | (26.5,26.75] | -0.0719216 | -0.3128300 | 0.2296200 |
| temp | Indian | (26.75,27] | -0.1748463 | -0.2901554 | 0.0294568 |
| temp | Indian | (27,27.25] | 0.5559629 | 0.4633992 | 0.6797817 |
| temp | Indian | (27.25,27.5] | 0.7237083 | 0.5579145 | 0.8212623 |
| temp | Indian | (27.5,27.75] | -0.1818555 | -0.4234290 | -0.0464454 |
| temp | Indian | (27.75,27.85] | -0.7887191 | -0.8374336 | -0.7545321 |
| temp | Indian | (27.85,27.95] | -0.7499147 | -0.8534569 | -0.6342938 |
| temp | Indian | (27.95,28.05] | -0.2240892 | -0.6264843 | 0.1763586 |
| temp | Indian | (28.05,28.1] | 0.5838541 | 0.5038840 | 0.7284460 |
| temp | Indian | (28.1,28.2] | 0.8696469 | 0.8462726 | 0.9040540 |
| temp | Indian | (28.2,28.3] | 0.7425785 | 0.6819006 | 0.8032564 |
| temp | N_Atlantic | (-Inf,26] | NA | NA | NA |
| temp | N_Atlantic | (26,26.5] | -0.4746455 | -0.7120986 | -0.3305683 |
| temp | N_Atlantic | (26.5,26.75] | -0.6524754 | -0.7067659 | -0.6012319 |
| temp | N_Atlantic | (26.75,27] | -0.2285348 | -0.4140856 | -0.0539980 |
| temp | N_Atlantic | (27,27.25] | 0.0735731 | -0.1780684 | 0.3827335 |
| temp | N_Atlantic | (27.25,27.5] | -0.1550872 | -0.4535168 | 0.1038400 |
| temp | N_Atlantic | (27.5,27.75] | -0.2781251 | -0.2984188 | -0.2651551 |
| temp | N_Atlantic | (27.75,27.85] | -0.5232683 | -0.6546503 | -0.3627623 |
| temp | N_Atlantic | (27.85,27.95] | -0.4565959 | -0.6050277 | -0.2938608 |
| temp | N_Atlantic | (27.95,28.05] | 0.0232323 | -0.2433565 | 0.2032120 |
| temp | N_Atlantic | (28.05,28.1] | -0.1779123 | -0.2680680 | -0.0878626 |
| temp | N_Atlantic | (28.1,28.15] | -0.6556280 | -0.7619443 | -0.4485185 |
| temp | N_Atlantic | (28.15,28.2] | 0.8401732 | 0.5596459 | 1.0000000 |
| temp | N_Atlantic | (28.2, Inf] | 0.8405968 | 0.6067160 | 0.9992931 |
| temp | N_Pacific | (-Inf,26] | -0.8816025 | -0.9472060 | -0.8255013 |
| temp | N_Pacific | (26,26.5] | -0.7707029 | -0.8125139 | -0.7312255 |
| temp | N_Pacific | (26.5,26.75] | -0.6652990 | -0.7671986 | -0.5744446 |
| temp | N_Pacific | (26.75,27] | -0.8378929 | -0.8952092 | -0.7621621 |
| temp | N_Pacific | (27,27.25] | -0.7221906 | -0.7781329 | -0.6679202 |
| temp | N_Pacific | (27.25,27.5] | -0.4484032 | -0.5016239 | -0.3803589 |
| temp | N_Pacific | (27.5,27.75] | -0.8342114 | -0.8538196 | -0.8155888 |
| temp | N_Pacific | (27.75,27.85] | -0.9517300 | -0.9532203 | -0.9507309 |
| temp | N_Pacific | (27.85,27.95] | -0.8698965 | -0.9336588 | -0.8362113 |
| temp | N_Pacific | (27.95,28.05] | 0.8178325 | 0.7666750 | 0.9078999 |
| temp | N_Pacific | (28.05,28.1] | 0.2653448 | 0.0405412 | 0.4528169 |
| temp | N_Pacific | (28.1,28.2] | -0.3348103 | -0.5293318 | -0.1721168 |
| temp | Pacific | (-Inf,26] | -0.2071516 | -0.3053144 | -0.0994868 |
| temp | Pacific | (26,26.5] | 0.4325619 | 0.3260981 | 0.4872444 |
| temp | Pacific | (26.5,26.75] | 0.6673711 | 0.5622090 | 0.7897332 |
| temp | Pacific | (26.75,27] | 0.5318348 | 0.4369029 | 0.6641014 |
| temp | Pacific | (27,27.25] | 0.3829818 | 0.3060763 | 0.4856583 |
| temp | Pacific | (27.25,27.5] | 0.1345697 | 0.1132855 | 0.1534774 |
| temp | Pacific | (27.5,27.75] | -0.4322121 | -0.4672642 | -0.3750390 |
| temp | Pacific | (27.75,27.85] | -0.5110939 | -0.6252200 | -0.3667663 |
| temp | Pacific | (27.85,27.95] | -0.6999218 | -0.7276126 | -0.6584692 |
| temp | Pacific | (27.95,28.05] | -0.2368746 | -0.2899308 | -0.1909626 |
| temp | Pacific | (28.05,28.1] | 0.1111683 | 0.0248100 | 0.1886257 |
| temp | Pacific | (28.1,28.2] | 0.6180232 | 0.5274494 | 0.6827266 |
| temp | SO | (-Inf,26] | -0.9383079 | -0.9899683 | -0.9082967 |
| temp | SO | (26,26.5] | -0.7281929 | -0.8554013 | -0.6131491 |
| temp | SO | (26.5,26.75] | -0.1770548 | -0.2611368 | -0.1328614 |
| temp | SO | (26.75,27] | 0.3816530 | 0.2915898 | 0.4541429 |
| temp | SO | (27,27.25] | 0.5115699 | 0.4787463 | 0.5686519 |
| temp | SO | (27.25,27.5] | 0.2629486 | 0.1165079 | 0.3895313 |
| temp | SO | (27.5,27.75] | -0.4967134 | -0.6663079 | -0.2002477 |
| temp | SO | (27.75,27.85] | 0.0129860 | -0.1746185 | 0.3589716 |
| temp | SO | (27.85,27.95] | 0.5452540 | 0.4465448 | 0.7103955 |
| temp | SO | (27.95,28.05] | 0.6618656 | 0.4561357 | 0.8423790 |
| temp | SO | (28.05,28.1] | 0.6202900 | 0.3328695 | 0.8612274 |
| temp | SO | (28.1,28.15] | 0.5420254 | 0.3137440 | 0.8757686 |
| temp | SO | (28.1,28.2] | 0.5356971 | 0.3712967 | 0.7993284 |
| temp | SO | (28.15,28.2] | 0.3104531 | 0.1098335 | 0.5919737 |
| temp | SO | (28.2, Inf] | 0.5967341 | 0.4340373 | 0.7439590 |
| temp | SO | (28.2,28.3] | 0.5315594 | 0.1068205 | 0.9068143 |
| temp | SO | (28.3, Inf] | 0.2324075 | -0.5664301 | 0.9429040 |
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