eMLR - assumption testing
Jens Daniel Müller and Donghe Zhu
29 July, 2021
Last updated: 2021-07-29
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 |
|---|---|---|
| 3ba7852 | Donghe-Zhu | 2021-07-29 |
| ec68363 | Donghe-Zhu | 2021-07-28 |
| d3018f6 | Donghe-Zhu | 2021-07-28 |
| b8ba2c4 | Donghe-Zhu | 2021-07-28 |
| a4ddd84 | Donghe-Zhu | 2021-07-27 |
| 7ef49ab | Donghe-Zhu | 2021-07-27 |
| da818c0 | Donghe-Zhu | 2021-07-27 |
| 8623898 | Donghe-Zhu | 2021-07-27 |
| f84b77c | Donghe-Zhu | 2021-07-27 |
| 70ad9a5 | Donghe-Zhu | 2021-07-27 |
| 0d0b48d | Donghe-Zhu | 2021-07-27 |
| d0d97c6 | Donghe-Zhu | 2021-07-27 |
| 829510d | Donghe-Zhu | 2021-07-27 |
| 780627d | Donghe-Zhu | 2021-07-27 |
| e9838c9 | Donghe-Zhu | 2021-07-27 |
| 2777f33 | Donghe-Zhu | 2021-07-27 |
| d19760f | Donghe-Zhu | 2021-07-27 |
| cac5680 | Donghe-Zhu | 2021-07-23 |
| 7bb279a | Donghe-Zhu | 2021-07-23 |
| d52eac4 | Donghe-Zhu | 2021-07-23 |
| dcf34b1 | Donghe-Zhu | 2021-07-23 |
| 419cb72 | Donghe-Zhu | 2021-07-22 |
| 9447d10 | Donghe-Zhu | 2021-07-22 |
| 639c9a0 | Donghe-Zhu | 2021-07-22 |
| 25bb96f | Donghe-Zhu | 2021-07-22 |
| cdc98a3 | Donghe-Zhu | 2021-07-22 |
| e4805a1 | Donghe-Zhu | 2021-07-22 |
| 7957fd1 | Donghe-Zhu | 2021-07-21 |
| b94be4e | Donghe-Zhu | 2021-07-21 |
| 9950e70 | Donghe-Zhu | 2021-07-21 |
| 698b6f0 | Donghe-Zhu | 2021-07-20 |
| d84a1cb | Donghe-Zhu | 2021-07-20 |
| 4dce223 | Donghe-Zhu | 2021-07-20 |
| 6f28c0c | Donghe-Zhu | 2021-07-20 |
| db1e7b7 | Donghe-Zhu | 2021-07-19 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
| 57d0420 | Donghe-Zhu | 2021-07-16 |
| c1be8f6 | Donghe-Zhu | 2021-07-16 |
| 26a7c15 | Donghe-Zhu | 2021-07-16 |
| 046902b | Donghe-Zhu | 2021-07-16 |
| 3d4ac14 | Donghe-Zhu | 2021-07-15 |
| be6fff9 | Donghe-Zhu | 2021-07-15 |
| b473472 | Donghe-Zhu | 2021-07-15 |
| 363270a | Donghe-Zhu | 2021-07-15 |
| 8b75a03 | Donghe-Zhu | 2021-07-15 |
| a01e135 | Donghe-Zhu | 2021-07-07 |
| bc83ef2 | Donghe-Zhu | 2021-07-07 |
| 75e7b07 | Donghe-Zhu | 2021-07-06 |
| 697aa6d | Donghe-Zhu | 2021-07-06 |
| d52e2de | Donghe-Zhu | 2021-07-06 |
| f2bde6b | Donghe-Zhu | 2021-07-06 |
| 1133f28 | Donghe-Zhu | 2021-07-06 |
| fe3a1cd | Donghe-Zhu | 2021-07-06 |
| d9cdf15 | Donghe-Zhu | 2021-07-06 |
| ee4cd2d | Donghe-Zhu | 2021-07-06 |
| 93821c1 | Donghe-Zhu | 2021-07-05 |
| d44db8e | Donghe-Zhu | 2021-07-05 |
| 20b3436 | Donghe-Zhu | 2021-07-05 |
| d982ea5 | Donghe-Zhu | 2021-07-05 |
| 7397e53 | Donghe-Zhu | 2021-07-05 |
| f2e4805 | Donghe-Zhu | 2021-07-05 |
| e2d011a | Donghe-Zhu | 2021-07-05 |
| 85e0349 | Donghe-Zhu | 2021-07-05 |
| 6ee0146 | Donghe-Zhu | 2021-07-05 |
| a482a6b | Donghe-Zhu | 2021-07-05 |
| f59f1b3 | Donghe-Zhu | 2021-07-05 |
| 116bcab | Donghe-Zhu | 2021-07-04 |
| cb1c8dc | Donghe-Zhu | 2021-07-04 |
| c9bdd83 | Donghe-Zhu | 2021-07-04 |
| 1920ad9 | Donghe-Zhu | 2021-07-04 |
| 0b02791 | Donghe-Zhu | 2021-06-25 |
| caf62d8 | Donghe-Zhu | 2021-06-25 |
| 90a9da5 | Donghe-Zhu | 2021-06-25 |
| bb413c8 | Donghe-Zhu | 2021-06-25 |
| e7a5266 | Donghe-Zhu | 2021-06-24 |
| 7c57720 | Donghe-Zhu | 2021-06-24 |
| b5b95a9 | Donghe-Zhu | 2021-06-24 |
| 472aad4 | Donghe-Zhu | 2021-06-24 |
| d517836 | Donghe-Zhu | 2021-06-24 |
| 9221bfe | Donghe-Zhu | 2021-06-24 |
| bff5fbf | Donghe-Zhu | 2021-06-23 |
| 256a616 | Donghe-Zhu | 2021-06-23 |
| 00072e2 | Donghe-Zhu | 2021-06-23 |
| 7431530 | Donghe-Zhu | 2021-06-20 |
| d20c383 | Donghe-Zhu | 2021-06-18 |
| b0874a2 | Donghe-Zhu | 2021-06-17 |
| 72c2f2e | Donghe-Zhu | 2021-06-15 |
| d97dcb6 | Donghe-Zhu | 2021-06-08 |
| 25dda1d | Donghe-Zhu | 2021-06-08 |
| bd2bcc3 | Donghe-Zhu | 2021-06-08 |
| e9b27d7 | Donghe-Zhu | 2021-06-07 |
| 7ae0d4b | Donghe-Zhu | 2021-06-07 |
| 325391f | Donghe-Zhu | 2021-06-07 |
| ed89970 | Donghe-Zhu | 2021-06-07 |
| df37958 | Donghe-Zhu | 2021-06-07 |
| 812bf63 | Donghe-Zhu | 2021-06-06 |
| 65c89c8 | Donghe-Zhu | 2021-06-06 |
| 9baa3b2 | Donghe-Zhu | 2021-06-06 |
| b7d99cf | Donghe-Zhu | 2021-06-06 |
| 5d8fa90 | Donghe-Zhu | 2021-06-06 |
| dbe2a95 | Donghe-Zhu | 2021-05-28 |
| d50b039 | Donghe-Zhu | 2021-05-28 |
| 441ebe5 | Donghe-Zhu | 2021-05-28 |
| 6262ad3 | Donghe-Zhu | 2021-05-28 |
| a61aa77 | Donghe-Zhu | 2021-05-28 |
| b8dbce4 | Donghe-Zhu | 2021-05-28 |
| 94a833e | Donghe-Zhu | 2021-05-27 |
| 5e0bd64 | Donghe-Zhu | 2021-05-27 |
| af1eadd | Donghe-Zhu | 2021-05-27 |
| 9179bfe | Donghe-Zhu | 2021-05-27 |
| 28cbe5e | Donghe-Zhu | 2021-05-27 |
| a618f02 | Donghe-Zhu | 2021-05-27 |
| 4623e38 | Donghe-Zhu | 2021-05-27 |
| b81bb49 | Donghe-Zhu | 2021-05-27 |
| 951e188 | Donghe-Zhu | 2021-05-27 |
| e377833 | Donghe-Zhu | 2021-05-26 |
| 2705a04 | Donghe-Zhu | 2021-03-28 |
| cd5f759 | Donghe-Zhu | 2021-03-28 |
| 75dda4d | Donghe-Zhu | 2021-03-27 |
| 0b19f6e | Donghe-Zhu | 2021-03-27 |
| e2704ca | Donghe-Zhu | 2021-03-27 |
| 3061a0b | Donghe-Zhu | 2021-03-27 |
| b883157 | Donghe-Zhu | 2021-03-27 |
| d19654d | Donghe-Zhu | 2021-03-26 |
| 1914a11 | Donghe-Zhu | 2021-03-24 |
| 8be810e | Donghe-Zhu | 2021-03-23 |
| bf19764 | Donghe-Zhu | 2021-03-22 |
| 3ec9d3d | Donghe-Zhu | 2021-03-22 |
| 134ace1 | Donghe-Zhu | 2021-03-22 |
| f6d70a4 | Donghe-Zhu | 2021-03-22 |
| 183443b | Donghe-Zhu | 2021-03-21 |
| 2e6976b | Donghe-Zhu | 2021-03-21 |
| 51a42bd | Donghe-Zhu | 2021-03-16 |
| f745381 | Donghe-Zhu | 2021-03-16 |
| aecbf75 | Donghe-Zhu | 2021-03-14 |
| 1b2a0c2 | Donghe-Zhu | 2021-03-14 |
| 6733e48 | Donghe-Zhu | 2021-03-12 |
| ba71e6a | Donghe-Zhu | 2021-03-12 |
| 9dbf5bd | Donghe-Zhu | 2021-03-11 |
| a49df30 | Donghe-Zhu | 2021-03-11 |
| b3348a5 | Donghe-Zhu | 2021-03-11 |
| 1c24ff7 | Donghe-Zhu | 2021-03-10 |
| 94ce5a8 | Donghe-Zhu | 2021-03-10 |
| db33928 | Donghe-Zhu | 2021-03-10 |
| 3d1f470 | Donghe-Zhu | 2021-03-10 |
| 9b7bc66 | Donghe-Zhu | 2021-03-10 |
| 5365f80 | Donghe-Zhu | 2021-03-10 |
| 2b6c392 | Donghe-Zhu | 2021-03-10 |
| 9f58753 | Donghe-Zhu | 2021-03-10 |
| 9d5a62c | Donghe-Zhu | 2021-03-10 |
| 5d1e70b | Donghe-Zhu | 2021-03-10 |
| 2093979 | Donghe-Zhu | 2021-03-10 |
| cc2a956 | Donghe-Zhu | 2021-03-10 |
| 17f1c4a | Donghe-Zhu | 2021-03-09 |
| 02f7242 | Donghe-Zhu | 2021-03-09 |
| 1691156 | Donghe-Zhu | 2021-03-08 |
| c0ceaf8 | Donghe-Zhu | 2021-03-08 |
| 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 |
|---|---|---|
| 3ba7852 | Donghe-Zhu | 2021-07-29 |
| ec68363 | Donghe-Zhu | 2021-07-28 |
| d3018f6 | Donghe-Zhu | 2021-07-28 |
| b8ba2c4 | Donghe-Zhu | 2021-07-28 |
| a4ddd84 | Donghe-Zhu | 2021-07-27 |
| 7ef49ab | Donghe-Zhu | 2021-07-27 |
| da818c0 | Donghe-Zhu | 2021-07-27 |
| 8623898 | Donghe-Zhu | 2021-07-27 |
| f84b77c | Donghe-Zhu | 2021-07-27 |
| 70ad9a5 | Donghe-Zhu | 2021-07-27 |
| 0d0b48d | Donghe-Zhu | 2021-07-27 |
| d0d97c6 | Donghe-Zhu | 2021-07-27 |
| 829510d | Donghe-Zhu | 2021-07-27 |
| 780627d | Donghe-Zhu | 2021-07-27 |
| e9838c9 | Donghe-Zhu | 2021-07-27 |
| 2777f33 | Donghe-Zhu | 2021-07-27 |
| d19760f | Donghe-Zhu | 2021-07-27 |
| cac5680 | Donghe-Zhu | 2021-07-23 |
| 7bb279a | Donghe-Zhu | 2021-07-23 |
| d52eac4 | Donghe-Zhu | 2021-07-23 |
| dcf34b1 | Donghe-Zhu | 2021-07-23 |
| 9447d10 | Donghe-Zhu | 2021-07-22 |
| cdc98a3 | Donghe-Zhu | 2021-07-22 |
| e4805a1 | Donghe-Zhu | 2021-07-22 |
| 7957fd1 | Donghe-Zhu | 2021-07-21 |
| b94be4e | Donghe-Zhu | 2021-07-21 |
| 9950e70 | Donghe-Zhu | 2021-07-21 |
| d84a1cb | Donghe-Zhu | 2021-07-20 |
| 6f28c0c | Donghe-Zhu | 2021-07-20 |
| db1e7b7 | Donghe-Zhu | 2021-07-19 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
| 57d0420 | Donghe-Zhu | 2021-07-16 |
| c1be8f6 | Donghe-Zhu | 2021-07-16 |
| 26a7c15 | Donghe-Zhu | 2021-07-16 |
| 046902b | Donghe-Zhu | 2021-07-16 |
| 3d4ac14 | Donghe-Zhu | 2021-07-15 |
| be6fff9 | Donghe-Zhu | 2021-07-15 |
| b473472 | Donghe-Zhu | 2021-07-15 |
| 363270a | Donghe-Zhu | 2021-07-15 |
| 8b75a03 | Donghe-Zhu | 2021-07-15 |
| a01e135 | Donghe-Zhu | 2021-07-07 |
| bc83ef2 | Donghe-Zhu | 2021-07-07 |
| 75e7b07 | Donghe-Zhu | 2021-07-06 |
| 697aa6d | Donghe-Zhu | 2021-07-06 |
| d52e2de | Donghe-Zhu | 2021-07-06 |
| f2bde6b | Donghe-Zhu | 2021-07-06 |
| 1133f28 | Donghe-Zhu | 2021-07-06 |
| fe3a1cd | Donghe-Zhu | 2021-07-06 |
| d9cdf15 | Donghe-Zhu | 2021-07-06 |
| ee4cd2d | Donghe-Zhu | 2021-07-06 |
| 93821c1 | Donghe-Zhu | 2021-07-05 |
| d44db8e | Donghe-Zhu | 2021-07-05 |
| 20b3436 | Donghe-Zhu | 2021-07-05 |
| d982ea5 | Donghe-Zhu | 2021-07-05 |
| 7397e53 | Donghe-Zhu | 2021-07-05 |
| f2e4805 | Donghe-Zhu | 2021-07-05 |
| e2d011a | Donghe-Zhu | 2021-07-05 |
| 85e0349 | Donghe-Zhu | 2021-07-05 |
| 6ee0146 | Donghe-Zhu | 2021-07-05 |
| a482a6b | Donghe-Zhu | 2021-07-05 |
| f59f1b3 | Donghe-Zhu | 2021-07-05 |
| 116bcab | Donghe-Zhu | 2021-07-04 |
| cb1c8dc | Donghe-Zhu | 2021-07-04 |
| c9bdd83 | Donghe-Zhu | 2021-07-04 |
| 1920ad9 | Donghe-Zhu | 2021-07-04 |
| 0b02791 | Donghe-Zhu | 2021-06-25 |
| caf62d8 | Donghe-Zhu | 2021-06-25 |
| 90a9da5 | Donghe-Zhu | 2021-06-25 |
| bb413c8 | Donghe-Zhu | 2021-06-25 |
| e7a5266 | Donghe-Zhu | 2021-06-24 |
| 7c57720 | Donghe-Zhu | 2021-06-24 |
| b5b95a9 | Donghe-Zhu | 2021-06-24 |
| 472aad4 | Donghe-Zhu | 2021-06-24 |
| d517836 | Donghe-Zhu | 2021-06-24 |
| 9221bfe | Donghe-Zhu | 2021-06-24 |
| bff5fbf | Donghe-Zhu | 2021-06-23 |
| 256a616 | Donghe-Zhu | 2021-06-23 |
| 00072e2 | Donghe-Zhu | 2021-06-23 |
| 7431530 | Donghe-Zhu | 2021-06-20 |
| d20c383 | Donghe-Zhu | 2021-06-18 |
| b0874a2 | Donghe-Zhu | 2021-06-17 |
| 72c2f2e | Donghe-Zhu | 2021-06-15 |
| d97dcb6 | Donghe-Zhu | 2021-06-08 |
| 25dda1d | Donghe-Zhu | 2021-06-08 |
| bd2bcc3 | Donghe-Zhu | 2021-06-08 |
| e9b27d7 | Donghe-Zhu | 2021-06-07 |
| 7ae0d4b | Donghe-Zhu | 2021-06-07 |
| 325391f | Donghe-Zhu | 2021-06-07 |
| ed89970 | Donghe-Zhu | 2021-06-07 |
| df37958 | Donghe-Zhu | 2021-06-07 |
| 812bf63 | Donghe-Zhu | 2021-06-06 |
| 65c89c8 | Donghe-Zhu | 2021-06-06 |
| 9baa3b2 | Donghe-Zhu | 2021-06-06 |
| b7d99cf | Donghe-Zhu | 2021-06-06 |
| 5d8fa90 | Donghe-Zhu | 2021-06-06 |
| dbe2a95 | Donghe-Zhu | 2021-05-28 |
| d50b039 | Donghe-Zhu | 2021-05-28 |
| 441ebe5 | Donghe-Zhu | 2021-05-28 |
| 6262ad3 | Donghe-Zhu | 2021-05-28 |
| a61aa77 | Donghe-Zhu | 2021-05-28 |
| b8dbce4 | Donghe-Zhu | 2021-05-28 |
| 94a833e | Donghe-Zhu | 2021-05-27 |
| 5e0bd64 | Donghe-Zhu | 2021-05-27 |
| af1eadd | Donghe-Zhu | 2021-05-27 |
| 9179bfe | Donghe-Zhu | 2021-05-27 |
| 28cbe5e | Donghe-Zhu | 2021-05-27 |
| a618f02 | Donghe-Zhu | 2021-05-27 |
| 4623e38 | Donghe-Zhu | 2021-05-27 |
| b81bb49 | Donghe-Zhu | 2021-05-27 |
| 951e188 | Donghe-Zhu | 2021-05-27 |
| e377833 | Donghe-Zhu | 2021-05-26 |
| 2705a04 | Donghe-Zhu | 2021-03-28 |
| cd5f759 | Donghe-Zhu | 2021-03-28 |
| 75dda4d | Donghe-Zhu | 2021-03-27 |
| 0b19f6e | Donghe-Zhu | 2021-03-27 |
| e2704ca | Donghe-Zhu | 2021-03-27 |
| 3061a0b | Donghe-Zhu | 2021-03-27 |
| b883157 | Donghe-Zhu | 2021-03-27 |
| d19654d | Donghe-Zhu | 2021-03-26 |
| 1914a11 | Donghe-Zhu | 2021-03-24 |
| 8be810e | Donghe-Zhu | 2021-03-23 |
| bf19764 | Donghe-Zhu | 2021-03-22 |
| 3ec9d3d | Donghe-Zhu | 2021-03-22 |
| 134ace1 | Donghe-Zhu | 2021-03-22 |
| f6d70a4 | Donghe-Zhu | 2021-03-22 |
| 183443b | Donghe-Zhu | 2021-03-21 |
| 2e6976b | Donghe-Zhu | 2021-03-21 |
| 51a42bd | Donghe-Zhu | 2021-03-16 |
| f745381 | Donghe-Zhu | 2021-03-16 |
| aecbf75 | Donghe-Zhu | 2021-03-14 |
| 1b2a0c2 | Donghe-Zhu | 2021-03-14 |
| 6733e48 | Donghe-Zhu | 2021-03-12 |
| ba71e6a | Donghe-Zhu | 2021-03-12 |
| 9dbf5bd | Donghe-Zhu | 2021-03-11 |
| a49df30 | Donghe-Zhu | 2021-03-11 |
| b3348a5 | Donghe-Zhu | 2021-03-11 |
| 1c24ff7 | Donghe-Zhu | 2021-03-10 |
| 94ce5a8 | Donghe-Zhu | 2021-03-10 |
| db33928 | Donghe-Zhu | 2021-03-10 |
| 3d1f470 | Donghe-Zhu | 2021-03-10 |
| 9b7bc66 | Donghe-Zhu | 2021-03-10 |
| 5365f80 | Donghe-Zhu | 2021-03-10 |
| 9d5a62c | Donghe-Zhu | 2021-03-10 |
| 5d1e70b | Donghe-Zhu | 2021-03-10 |
| 2093979 | Donghe-Zhu | 2021-03-10 |
| cc2a956 | Donghe-Zhu | 2021-03-10 |
| 17f1c4a | Donghe-Zhu | 2021-03-09 |
| 02f7242 | Donghe-Zhu | 2021-03-09 |
| 1691156 | Donghe-Zhu | 2021-03-08 |
| c0ceaf8 | Donghe-Zhu | 2021-03-08 |
| 058e0a1 | Donghe-Zhu | 2021-03-08 |
| 112dea0 | Donghe-Zhu | 2021-03-08 |
| 1843412 | Donghe-Zhu | 2021-03-08 |
| 3fbbfa4 | Donghe-Zhu | 2021-03-07 |
| 627c8fb | Donghe-Zhu | 2021-03-07 |
| 8c1e978 | Donghe-Zhu | 2021-03-05 |
| 865f68c | Donghe-Zhu | 2021-03-05 |
| ee69bc1 | Donghe-Zhu | 2021-03-05 |
| a79291f | Donghe-Zhu | 2021-03-05 |
| e8c6f30 | Donghe-Zhu | 2021-03-04 |
| 59288fe | Donghe-Zhu | 2021-03-04 |
| 731abc8 | Donghe-Zhu | 2021-03-04 |
| e2a5a33 | Donghe-Zhu | 2021-03-04 |
| c7892c1 | Donghe-Zhu | 2021-03-04 |
| 924430b | Donghe-Zhu | 2021-03-03 |
| 0d0bca1 | Donghe-Zhu | 2021-03-03 |
| cb63c16 | Donghe-Zhu | 2021-03-03 |
| 691ba81 | Donghe-Zhu | 2021-03-03 |
| c5e45a2 | Donghe-Zhu | 2021-03-03 |
| 89c3e58 | Donghe-Zhu | 2021-03-03 |
| c911669 | Donghe-Zhu | 2021-03-03 |
| 13666ca | Donghe-Zhu | 2021-03-01 |
| 7a388f7 | Donghe-Zhu | 2021-03-01 |
| 799e913 | Donghe-Zhu | 2021-03-01 |
| 66ff99f | Donghe-Zhu | 2021-03-01 |
| ac9bb7a | Donghe-Zhu | 2021-02-28 |
| efdc047 | Donghe-Zhu | 2021-02-28 |
| e9a7418 | Donghe-Zhu | 2021-02-28 |
| 54d5b5b | Donghe-Zhu | 2021-02-27 |
| 330f064 | Donghe-Zhu | 2021-02-27 |
| 5937141 | Donghe-Zhu | 2021-02-27 |
| 4414bbf | Donghe-Zhu | 2021-02-27 |
| a265efb | Donghe-Zhu | 2021-02-27 |
| 19edd1e | Donghe-Zhu | 2021-02-27 |
| f20483f | Donghe-Zhu | 2021-02-26 |
| 6a2c7b3 | Donghe-Zhu | 2021-02-25 |
| 354c224 | Donghe-Zhu | 2021-02-24 |
| 1a0a88a | Donghe-Zhu | 2021-02-24 |
| 57f701e | Donghe-Zhu | 2021-02-24 |
| 06f3149 | Donghe-Zhu | 2021-02-16 |
| 5dce4b1 | Donghe-Zhu | 2021-02-15 |
| 4469a0c | Donghe-Zhu | 2021-02-13 |
| 5ae6a69 | Donghe-Zhu | 2021-02-10 |
| 05385dc | Donghe-Zhu | 2021-02-10 |
| f791ae4 | Donghe-Zhu | 2021-02-09 |
| f71ae34 | Donghe-Zhu | 2021-02-09 |
| a145fa7 | Donghe-Zhu | 2021-02-09 |
| c344e42 | Donghe-Zhu | 2021-02-08 |
| 1fad5f1 | Donghe-Zhu | 2021-02-07 |
| ca03c39 | Donghe-Zhu | 2021-02-07 |
| cd7c52c | Donghe-Zhu | 2021-02-04 |
| bcf84f4 | Donghe-Zhu | 2021-02-02 |
| 865b582 | Donghe-Zhu | 2021-01-31 |
| 3e68089 | Donghe-Zhu | 2021-01-31 |
| ecf335c | Donghe-Zhu | 2021-01-31 |
| a618965 | Donghe-Zhu | 2021-01-31 |
| 59e006e | Donghe-Zhu | 2021-01-31 |
| a1c8f87 | Donghe-Zhu | 2021-01-31 |
| ae5c18f | Donghe-Zhu | 2021-01-31 |
| b50fe52 | Donghe-Zhu | 2021-01-31 |
| ac99ae5 | jens-daniel-mueller | 2021-01-29 |
| b5bdcaf | Donghe-Zhu | 2021-01-29 |
| 372adf5 | Donghe-Zhu | 2021-01-29 |
| af8788e | Donghe-Zhu | 2021-01-29 |
| 21c91c9 | Donghe-Zhu | 2021-01-29 |
| eded038 | Donghe-Zhu | 2021-01-29 |
| 541d4dd | Donghe-Zhu | 2021-01-29 |
| 6a75576 | Donghe-Zhu | 2021-01-28 |
| 16fba40 | Donghe-Zhu | 2021-01-28 |
| 12bc567 | Donghe-Zhu | 2021-01-27 |
| ceed31b | Donghe-Zhu | 2021-01-27 |
| 342402d | Donghe-Zhu | 2021-01-27 |
| 5bad5c2 | Donghe-Zhu | 2021-01-27 |
| 61efb56 | Donghe-Zhu | 2021-01-25 |
| 48f638e | Donghe-Zhu | 2021-01-25 |
| c1cec47 | Donghe-Zhu | 2021-01-25 |
| 05ffb0c | Donghe-Zhu | 2021-01-25 |
| 8b97165 | Donghe-Zhu | 2021-01-25 |
| c569946 | Donghe-Zhu | 2021-01-24 |
| a2f0d56 | Donghe-Zhu | 2021-01-23 |
| 28509fc | Donghe-Zhu | 2021-01-23 |
| 4c28e4a | Donghe-Zhu | 2021-01-22 |
| 24cc264 | jens-daniel-mueller | 2021-01-22 |
| 7891955 | Donghe-Zhu | 2021-01-21 |
| d4cf1cb | Donghe-Zhu | 2021-01-21 |
| 1f3e5b6 | jens-daniel-mueller | 2021-01-20 |
| 0e7bdf1 | jens-daniel-mueller | 2021-01-15 |
| 4571843 | jens-daniel-mueller | 2021-01-14 |
| b3564aa | jens-daniel-mueller | 2021-01-14 |
| 8d032c3 | jens-daniel-mueller | 2021-01-14 |
| 17dee1d | jens-daniel-mueller | 2021-01-13 |
| 7cdea0c | jens-daniel-mueller | 2021-01-06 |
| fa85b93 | jens-daniel-mueller | 2021-01-06 |
| e5cb81a | Donghe-Zhu | 2021-01-05 |
| a499f10 | Donghe-Zhu | 2021-01-05 |
| fb8a752 | Donghe-Zhu | 2020-12-23 |
| 8fae0b2 | Donghe-Zhu | 2020-12-21 |
| c8b76b3 | jens-daniel-mueller | 2020-12-19 |
| Version | Author | Date |
|---|---|---|
| 3ba7852 | Donghe-Zhu | 2021-07-29 |
| ec68363 | Donghe-Zhu | 2021-07-28 |
| d3018f6 | Donghe-Zhu | 2021-07-28 |
| b8ba2c4 | Donghe-Zhu | 2021-07-28 |
| a4ddd84 | Donghe-Zhu | 2021-07-27 |
| d19760f | Donghe-Zhu | 2021-07-27 |
| cac5680 | Donghe-Zhu | 2021-07-23 |
| 7bb279a | Donghe-Zhu | 2021-07-23 |
| d52eac4 | Donghe-Zhu | 2021-07-23 |
| dcf34b1 | Donghe-Zhu | 2021-07-23 |
| 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 |
|---|---|---|
| 3ba7852 | Donghe-Zhu | 2021-07-29 |
| ec68363 | Donghe-Zhu | 2021-07-28 |
| d3018f6 | Donghe-Zhu | 2021-07-28 |
| b8ba2c4 | Donghe-Zhu | 2021-07-28 |
| a4ddd84 | Donghe-Zhu | 2021-07-27 |
| d19760f | Donghe-Zhu | 2021-07-27 |
| cac5680 | Donghe-Zhu | 2021-07-23 |
| dcf34b1 | Donghe-Zhu | 2021-07-23 |
| 7957fd1 | Donghe-Zhu | 2021-07-21 |
| b94be4e | Donghe-Zhu | 2021-07-21 |
| 9950e70 | Donghe-Zhu | 2021-07-21 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
| e7a5266 | Donghe-Zhu | 2021-06-24 |
| 7c57720 | Donghe-Zhu | 2021-06-24 |
| bff5fbf | Donghe-Zhu | 2021-06-23 |
| 256a616 | Donghe-Zhu | 2021-06-23 |
| d20c383 | Donghe-Zhu | 2021-06-18 |
| b0874a2 | Donghe-Zhu | 2021-06-17 |
| bd2bcc3 | Donghe-Zhu | 2021-06-08 |
| e9b27d7 | Donghe-Zhu | 2021-06-07 |
| 325391f | Donghe-Zhu | 2021-06-07 |
| ed89970 | Donghe-Zhu | 2021-06-07 |
| 1691156 | Donghe-Zhu | 2021-03-08 |
| c0ceaf8 | Donghe-Zhu | 2021-03-08 |
| 59e006e | Donghe-Zhu | 2021-01-31 |
| a1c8f87 | Donghe-Zhu | 2021-01-31 |
| 28509fc | Donghe-Zhu | 2021-01-23 |
| 4c28e4a | Donghe-Zhu | 2021-01-22 |
| Version | Author | Date |
|---|---|---|
| 3ba7852 | Donghe-Zhu | 2021-07-29 |
| ec68363 | Donghe-Zhu | 2021-07-28 |
| d3018f6 | Donghe-Zhu | 2021-07-28 |
| b8ba2c4 | Donghe-Zhu | 2021-07-28 |
| a4ddd84 | Donghe-Zhu | 2021-07-27 |
| d19760f | Donghe-Zhu | 2021-07-27 |
| cac5680 | Donghe-Zhu | 2021-07-23 |
| dcf34b1 | Donghe-Zhu | 2021-07-23 |
| 7957fd1 | Donghe-Zhu | 2021-07-21 |
| b94be4e | Donghe-Zhu | 2021-07-21 |
| 9950e70 | Donghe-Zhu | 2021-07-21 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
| e7a5266 | Donghe-Zhu | 2021-06-24 |
| 7c57720 | Donghe-Zhu | 2021-06-24 |
| bff5fbf | Donghe-Zhu | 2021-06-23 |
| 256a616 | Donghe-Zhu | 2021-06-23 |
| d20c383 | Donghe-Zhu | 2021-06-18 |
| b0874a2 | Donghe-Zhu | 2021-06-17 |
| bd2bcc3 | Donghe-Zhu | 2021-06-08 |
| e9b27d7 | Donghe-Zhu | 2021-06-07 |
| 325391f | Donghe-Zhu | 2021-06-07 |
| ed89970 | Donghe-Zhu | 2021-06-07 |
| 1691156 | Donghe-Zhu | 2021-03-08 |
| c0ceaf8 | Donghe-Zhu | 2021-03-08 |
| 59e006e | Donghe-Zhu | 2021-01-31 |
| a1c8f87 | Donghe-Zhu | 2021-01-31 |
| 28509fc | Donghe-Zhu | 2021-01-23 |
| 4c28e4a | Donghe-Zhu | 2021-01-22 |
| Version | Author | Date |
|---|---|---|
| 3ba7852 | Donghe-Zhu | 2021-07-29 |
| ec68363 | Donghe-Zhu | 2021-07-28 |
| d3018f6 | Donghe-Zhu | 2021-07-28 |
| b8ba2c4 | Donghe-Zhu | 2021-07-28 |
| a4ddd84 | Donghe-Zhu | 2021-07-27 |
| d19760f | Donghe-Zhu | 2021-07-27 |
| cac5680 | Donghe-Zhu | 2021-07-23 |
| dcf34b1 | Donghe-Zhu | 2021-07-23 |
| 7957fd1 | Donghe-Zhu | 2021-07-21 |
| b94be4e | Donghe-Zhu | 2021-07-21 |
| 9950e70 | Donghe-Zhu | 2021-07-21 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
Individual correlation plots for each basin, era and neutral density (gamma) slab are available at:
/nfs/kryo/work/jenmueller/emlr_cant/model/v_XXX/figures/Observations_correlation/
if (params_local$plot_all_figures == "y") {
for (i_basin in unique(GLODAP$basin)) {
for (i_era in unique(GLODAP$era)) {
#i_basin <- unique(GLODAP$basin)[1]
#i_era <- unique(GLODAP$era)[1]
GLODAP_basin_era <- GLODAP %>%
filter(basin == i_basin,
era == i_era)
for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
#i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[14]
GLODAP_basin_era_slab <- GLODAP_basin_era %>%
filter(gamma_slab == i_gamma_slab)
if (nrow(GLODAP_basin_era_slab) > 2) {
GLODAP_highlight <- GLODAP_basin_era %>%
mutate(gamma_highlight = if_else(gamma_slab == i_gamma_slab,
"in", "out")) %>%
arrange(desc(gamma_highlight))
p <- GLODAP_highlight %>%
ggpairs(
columns = c(
params_local$MLR_target,
params_local$MLR_predictors
),
ggplot2::aes(
col = gamma_highlight,
fill = gamma_highlight,
alpha = 0.01
)
) +
scale_fill_manual(values = c("red", "grey")) +
scale_color_manual(values = c("red", "grey")) +
labs(
title = paste(
i_era,
"|",
i_basin,
"| Gamma slab",
i_gamma_slab,
"| # obs total",
nrow(GLODAP_basin_era),
"| # obs slab",
nrow(GLODAP_highlight %>%
filter(gamma_highlight == "in"))
)
)
png(
filename = paste(
path_version_figures,
"Observations_correlation/",
paste(
"Predictor_correlation",
i_era,
i_basin,
i_gamma_slab,
".png",
sep = "_"
),
sep = ""
),
width = 12,
height = 12,
units = "in",
res = 300
)
print(p)
dev.off()
}
}
}
}
rm(GLODAP_basin_era, GLODAP_basin_era_slab)
}2.2 Correlation assessment
2.2.1 Calculation of correlation coeffcients
Correlation coefficients were calculated individually within each slabs, era and basin.
for (i_basin in unique(GLODAP$basin)) {
for (i_era in unique(GLODAP$era)) {
# i_basin <- unique(GLODAP$basin)[1]
# i_era <- unique(GLODAP$era)[1]
GLODAP_basin_era <- GLODAP %>%
filter(basin == i_basin,
era == i_era) %>%
select(basin,
era,
gamma_slab,
params_local$MLR_target,
params_local$MLR_predictors)
for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
# i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[5]
print(i_gamma_slab)
GLODAP_basin_era_slab <- GLODAP_basin_era %>%
filter(gamma_slab == i_gamma_slab)
# calculate correlation table
cor_target_predictor_temp <- GLODAP_basin_era_slab %>%
select(-c(basin, era, gamma_slab)) %>%
correlate() %>%
focus(params_local$MLR_target) %>%
mutate(basin = i_basin,
era = i_era,
gamma_slab = i_gamma_slab)
if (exists("cor_target_predictor")) {
cor_target_predictor <-
bind_rows(cor_target_predictor, cor_target_predictor_temp)
}
if (!exists("cor_target_predictor")) {
cor_target_predictor <- cor_target_predictor_temp
}
cor_predictors_temp <- GLODAP_basin_era_slab %>%
select(-c(basin, era, gamma_slab)) %>%
correlate() %>%
shave %>%
stretch() %>%
filter(!is.na(r),
x != params_local$MLR_target,
y != params_local$MLR_target) %>%
mutate(pair = paste(x, y, sep = " + ")) %>%
select(-c(x, y)) %>%
mutate(basin = i_basin,
era = i_era,
gamma_slab = i_gamma_slab)
if (exists("cor_predictors")) {
cor_predictors <- bind_rows(cor_predictors, cor_predictors_temp)
}
if (!exists("cor_predictors")) {
cor_predictors <- cor_predictors_temp
}
}
}
}
rm(cor_predictors_temp, cor_target_predictor_temp,
i_gamma_slab, i_era, i_basin,
GLODAP_basin_era, GLODAP_basin_era_slab)2.2.2 Predictor pairs
Below, the range of correlations coefficients for each predictor pair is plotted per basin (facet) and density slab (color). Note that the range indicates the min and max values of in total 3 calculated coefficients (one per era).
# calculate min, max, mean across all eras
cor_predictors_stats <- cor_predictors %>%
group_by(pair, basin, gamma_slab) %>%
summarise(mean_r = mean(r),
min_r = min(r),
max_r = max(r)) %>%
ungroup()
# plot figure
cor_predictors_stats %>%
mutate(pair = reorder(pair, mean_r)) %>%
ggplot() +
geom_vline(xintercept = c(-0.9, 0.9), col = "red") +
geom_vline(xintercept = 0) +
geom_linerange(
aes(y = pair, xmin = min_r, xmax = max_r, col = gamma_slab),
position = position_dodge(width = 0.6)) +
facet_wrap(~basin) +
scale_color_viridis_d(direction = -1) +
labs(x = "correlation coefficient", y = "") +
theme(legend.position = "top")
| Version | Author | Date |
|---|---|---|
| 3ba7852 | Donghe-Zhu | 2021-07-29 |
| ec68363 | Donghe-Zhu | 2021-07-28 |
| d3018f6 | Donghe-Zhu | 2021-07-28 |
| b8ba2c4 | Donghe-Zhu | 2021-07-28 |
| a4ddd84 | Donghe-Zhu | 2021-07-27 |
| 7ef49ab | Donghe-Zhu | 2021-07-27 |
| da818c0 | Donghe-Zhu | 2021-07-27 |
| 8623898 | Donghe-Zhu | 2021-07-27 |
| f84b77c | Donghe-Zhu | 2021-07-27 |
| 70ad9a5 | Donghe-Zhu | 2021-07-27 |
| 0d0b48d | Donghe-Zhu | 2021-07-27 |
| d0d97c6 | Donghe-Zhu | 2021-07-27 |
| 829510d | Donghe-Zhu | 2021-07-27 |
| 780627d | Donghe-Zhu | 2021-07-27 |
| e9838c9 | Donghe-Zhu | 2021-07-27 |
| 2777f33 | Donghe-Zhu | 2021-07-27 |
| d19760f | Donghe-Zhu | 2021-07-27 |
| cac5680 | Donghe-Zhu | 2021-07-23 |
| 7bb279a | Donghe-Zhu | 2021-07-23 |
| d52eac4 | Donghe-Zhu | 2021-07-23 |
| dcf34b1 | Donghe-Zhu | 2021-07-23 |
| 419cb72 | Donghe-Zhu | 2021-07-22 |
| 9447d10 | Donghe-Zhu | 2021-07-22 |
| 639c9a0 | Donghe-Zhu | 2021-07-22 |
| 25bb96f | Donghe-Zhu | 2021-07-22 |
| cdc98a3 | Donghe-Zhu | 2021-07-22 |
| e4805a1 | Donghe-Zhu | 2021-07-22 |
| 7957fd1 | Donghe-Zhu | 2021-07-21 |
| b94be4e | Donghe-Zhu | 2021-07-21 |
| 9950e70 | Donghe-Zhu | 2021-07-21 |
| 698b6f0 | Donghe-Zhu | 2021-07-20 |
| d84a1cb | Donghe-Zhu | 2021-07-20 |
| 4dce223 | Donghe-Zhu | 2021-07-20 |
| 6f28c0c | Donghe-Zhu | 2021-07-20 |
| db1e7b7 | Donghe-Zhu | 2021-07-19 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
| 57d0420 | Donghe-Zhu | 2021-07-16 |
| c1be8f6 | Donghe-Zhu | 2021-07-16 |
| 26a7c15 | Donghe-Zhu | 2021-07-16 |
| 046902b | Donghe-Zhu | 2021-07-16 |
| 3d4ac14 | Donghe-Zhu | 2021-07-15 |
| be6fff9 | Donghe-Zhu | 2021-07-15 |
| b473472 | Donghe-Zhu | 2021-07-15 |
| 363270a | Donghe-Zhu | 2021-07-15 |
| 8b75a03 | Donghe-Zhu | 2021-07-15 |
| a01e135 | Donghe-Zhu | 2021-07-07 |
| bc83ef2 | Donghe-Zhu | 2021-07-07 |
| 75e7b07 | Donghe-Zhu | 2021-07-06 |
| 697aa6d | Donghe-Zhu | 2021-07-06 |
| d52e2de | Donghe-Zhu | 2021-07-06 |
| f2bde6b | Donghe-Zhu | 2021-07-06 |
| 1133f28 | Donghe-Zhu | 2021-07-06 |
| fe3a1cd | Donghe-Zhu | 2021-07-06 |
| d9cdf15 | Donghe-Zhu | 2021-07-06 |
| ee4cd2d | Donghe-Zhu | 2021-07-06 |
| 93821c1 | Donghe-Zhu | 2021-07-05 |
| d44db8e | Donghe-Zhu | 2021-07-05 |
| 20b3436 | Donghe-Zhu | 2021-07-05 |
| d982ea5 | Donghe-Zhu | 2021-07-05 |
| 7397e53 | Donghe-Zhu | 2021-07-05 |
| f2e4805 | Donghe-Zhu | 2021-07-05 |
| e2d011a | Donghe-Zhu | 2021-07-05 |
| 85e0349 | Donghe-Zhu | 2021-07-05 |
| 6ee0146 | Donghe-Zhu | 2021-07-05 |
| a482a6b | Donghe-Zhu | 2021-07-05 |
| f59f1b3 | Donghe-Zhu | 2021-07-05 |
| 116bcab | Donghe-Zhu | 2021-07-04 |
| cb1c8dc | Donghe-Zhu | 2021-07-04 |
| c9bdd83 | Donghe-Zhu | 2021-07-04 |
| 1920ad9 | Donghe-Zhu | 2021-07-04 |
| 0b02791 | Donghe-Zhu | 2021-06-25 |
| caf62d8 | Donghe-Zhu | 2021-06-25 |
| 90a9da5 | Donghe-Zhu | 2021-06-25 |
| bb413c8 | Donghe-Zhu | 2021-06-25 |
| e7a5266 | Donghe-Zhu | 2021-06-24 |
| 7c57720 | Donghe-Zhu | 2021-06-24 |
| b5b95a9 | Donghe-Zhu | 2021-06-24 |
| 472aad4 | Donghe-Zhu | 2021-06-24 |
| d517836 | Donghe-Zhu | 2021-06-24 |
| 9221bfe | Donghe-Zhu | 2021-06-24 |
| bff5fbf | Donghe-Zhu | 2021-06-23 |
| 256a616 | Donghe-Zhu | 2021-06-23 |
| 00072e2 | Donghe-Zhu | 2021-06-23 |
| 7431530 | Donghe-Zhu | 2021-06-20 |
| d20c383 | Donghe-Zhu | 2021-06-18 |
| b0874a2 | Donghe-Zhu | 2021-06-17 |
| 72c2f2e | Donghe-Zhu | 2021-06-15 |
| d97dcb6 | Donghe-Zhu | 2021-06-08 |
| 25dda1d | Donghe-Zhu | 2021-06-08 |
| bd2bcc3 | Donghe-Zhu | 2021-06-08 |
| e9b27d7 | Donghe-Zhu | 2021-06-07 |
| 7ae0d4b | Donghe-Zhu | 2021-06-07 |
| 325391f | Donghe-Zhu | 2021-06-07 |
| ed89970 | Donghe-Zhu | 2021-06-07 |
| df37958 | Donghe-Zhu | 2021-06-07 |
| 812bf63 | Donghe-Zhu | 2021-06-06 |
| 65c89c8 | Donghe-Zhu | 2021-06-06 |
| 9baa3b2 | Donghe-Zhu | 2021-06-06 |
| b7d99cf | Donghe-Zhu | 2021-06-06 |
| 5d8fa90 | Donghe-Zhu | 2021-06-06 |
| dbe2a95 | Donghe-Zhu | 2021-05-28 |
| d50b039 | Donghe-Zhu | 2021-05-28 |
| 441ebe5 | Donghe-Zhu | 2021-05-28 |
| 6262ad3 | Donghe-Zhu | 2021-05-28 |
| a61aa77 | Donghe-Zhu | 2021-05-28 |
| b8dbce4 | Donghe-Zhu | 2021-05-28 |
| 94a833e | Donghe-Zhu | 2021-05-27 |
| 5e0bd64 | Donghe-Zhu | 2021-05-27 |
| af1eadd | Donghe-Zhu | 2021-05-27 |
| 9179bfe | Donghe-Zhu | 2021-05-27 |
| 28cbe5e | Donghe-Zhu | 2021-05-27 |
| a618f02 | Donghe-Zhu | 2021-05-27 |
| 4623e38 | Donghe-Zhu | 2021-05-27 |
| b81bb49 | Donghe-Zhu | 2021-05-27 |
| 951e188 | Donghe-Zhu | 2021-05-27 |
| e377833 | Donghe-Zhu | 2021-05-26 |
| 2705a04 | Donghe-Zhu | 2021-03-28 |
| cd5f759 | Donghe-Zhu | 2021-03-28 |
| 75dda4d | Donghe-Zhu | 2021-03-27 |
| 0b19f6e | Donghe-Zhu | 2021-03-27 |
| e2704ca | Donghe-Zhu | 2021-03-27 |
| 3061a0b | Donghe-Zhu | 2021-03-27 |
| b883157 | Donghe-Zhu | 2021-03-27 |
| d19654d | Donghe-Zhu | 2021-03-26 |
| 1914a11 | Donghe-Zhu | 2021-03-24 |
| 8be810e | Donghe-Zhu | 2021-03-23 |
| bf19764 | Donghe-Zhu | 2021-03-22 |
| 3ec9d3d | Donghe-Zhu | 2021-03-22 |
| 134ace1 | Donghe-Zhu | 2021-03-22 |
| f6d70a4 | Donghe-Zhu | 2021-03-22 |
| 183443b | Donghe-Zhu | 2021-03-21 |
| 2e6976b | Donghe-Zhu | 2021-03-21 |
| 51a42bd | Donghe-Zhu | 2021-03-16 |
| f745381 | Donghe-Zhu | 2021-03-16 |
| aecbf75 | Donghe-Zhu | 2021-03-14 |
| 1b2a0c2 | Donghe-Zhu | 2021-03-14 |
| 6733e48 | Donghe-Zhu | 2021-03-12 |
| ba71e6a | Donghe-Zhu | 2021-03-12 |
| 9dbf5bd | Donghe-Zhu | 2021-03-11 |
| a49df30 | Donghe-Zhu | 2021-03-11 |
| b3348a5 | Donghe-Zhu | 2021-03-11 |
| 1c24ff7 | Donghe-Zhu | 2021-03-10 |
| 94ce5a8 | Donghe-Zhu | 2021-03-10 |
| db33928 | Donghe-Zhu | 2021-03-10 |
| 3d1f470 | Donghe-Zhu | 2021-03-10 |
| 9b7bc66 | Donghe-Zhu | 2021-03-10 |
| 5365f80 | Donghe-Zhu | 2021-03-10 |
| 2b6c392 | Donghe-Zhu | 2021-03-10 |
| 9f58753 | Donghe-Zhu | 2021-03-10 |
| 9d5a62c | Donghe-Zhu | 2021-03-10 |
| 5d1e70b | Donghe-Zhu | 2021-03-10 |
| 2093979 | Donghe-Zhu | 2021-03-10 |
| cc2a956 | Donghe-Zhu | 2021-03-10 |
| 17f1c4a | Donghe-Zhu | 2021-03-09 |
| 02f7242 | Donghe-Zhu | 2021-03-09 |
| 1691156 | Donghe-Zhu | 2021-03-08 |
| c0ceaf8 | Donghe-Zhu | 2021-03-08 |
| 058e0a1 | Donghe-Zhu | 2021-03-08 |
| 112dea0 | Donghe-Zhu | 2021-03-08 |
| 1843412 | Donghe-Zhu | 2021-03-08 |
| 3fbbfa4 | Donghe-Zhu | 2021-03-07 |
| 627c8fb | Donghe-Zhu | 2021-03-07 |
| 8c1e978 | Donghe-Zhu | 2021-03-05 |
| 865f68c | Donghe-Zhu | 2021-03-05 |
| 59288fe | Donghe-Zhu | 2021-03-04 |
| 731abc8 | Donghe-Zhu | 2021-03-04 |
| e2a5a33 | Donghe-Zhu | 2021-03-04 |
| c7892c1 | Donghe-Zhu | 2021-03-04 |
| 924430b | Donghe-Zhu | 2021-03-03 |
| 0d0bca1 | Donghe-Zhu | 2021-03-03 |
| cb63c16 | Donghe-Zhu | 2021-03-03 |
| ffda45a | Donghe-Zhu | 2021-03-03 |
| 691ba81 | Donghe-Zhu | 2021-03-03 |
| c5e45a2 | Donghe-Zhu | 2021-03-03 |
| 89c3e58 | Donghe-Zhu | 2021-03-03 |
| c911669 | Donghe-Zhu | 2021-03-03 |
| 13666ca | Donghe-Zhu | 2021-03-01 |
| 7a388f7 | Donghe-Zhu | 2021-03-01 |
| 799e913 | Donghe-Zhu | 2021-03-01 |
| 66ff99f | Donghe-Zhu | 2021-03-01 |
| ac9bb7a | Donghe-Zhu | 2021-02-28 |
| efdc047 | Donghe-Zhu | 2021-02-28 |
| e9a7418 | Donghe-Zhu | 2021-02-28 |
| 54d5b5b | Donghe-Zhu | 2021-02-27 |
| 330f064 | Donghe-Zhu | 2021-02-27 |
| 5937141 | Donghe-Zhu | 2021-02-27 |
| 4414bbf | Donghe-Zhu | 2021-02-27 |
| a265efb | Donghe-Zhu | 2021-02-27 |
| 19edd1e | Donghe-Zhu | 2021-02-27 |
| f20483f | Donghe-Zhu | 2021-02-26 |
| 6a2c7b3 | Donghe-Zhu | 2021-02-25 |
| 354c224 | Donghe-Zhu | 2021-02-24 |
| 1a0a88a | Donghe-Zhu | 2021-02-24 |
| 57f701e | Donghe-Zhu | 2021-02-24 |
| 06f3149 | Donghe-Zhu | 2021-02-16 |
| 5dce4b1 | Donghe-Zhu | 2021-02-15 |
| 4469a0c | Donghe-Zhu | 2021-02-13 |
| 5ae6a69 | Donghe-Zhu | 2021-02-10 |
| 05385dc | Donghe-Zhu | 2021-02-10 |
| f791ae4 | Donghe-Zhu | 2021-02-09 |
| f71ae34 | Donghe-Zhu | 2021-02-09 |
| a145fa7 | Donghe-Zhu | 2021-02-09 |
| c344e42 | Donghe-Zhu | 2021-02-08 |
| 1fad5f1 | Donghe-Zhu | 2021-02-07 |
| ca03c39 | Donghe-Zhu | 2021-02-07 |
| cd7c52c | Donghe-Zhu | 2021-02-04 |
| bcf84f4 | Donghe-Zhu | 2021-02-02 |
| 865b582 | Donghe-Zhu | 2021-01-31 |
| 3e68089 | Donghe-Zhu | 2021-01-31 |
| ecf335c | Donghe-Zhu | 2021-01-31 |
| a618965 | Donghe-Zhu | 2021-01-31 |
| 59e006e | Donghe-Zhu | 2021-01-31 |
| a1c8f87 | Donghe-Zhu | 2021-01-31 |
| ae5c18f | Donghe-Zhu | 2021-01-31 |
| b50fe52 | Donghe-Zhu | 2021-01-31 |
| ac99ae5 | jens-daniel-mueller | 2021-01-29 |
| b5bdcaf | Donghe-Zhu | 2021-01-29 |
| 372adf5 | Donghe-Zhu | 2021-01-29 |
| af8788e | Donghe-Zhu | 2021-01-29 |
| 21c91c9 | Donghe-Zhu | 2021-01-29 |
| eded038 | Donghe-Zhu | 2021-01-29 |
| 541d4dd | Donghe-Zhu | 2021-01-29 |
| 6a75576 | Donghe-Zhu | 2021-01-28 |
| 16fba40 | Donghe-Zhu | 2021-01-28 |
| 12bc567 | Donghe-Zhu | 2021-01-27 |
| ceed31b | Donghe-Zhu | 2021-01-27 |
| 342402d | Donghe-Zhu | 2021-01-27 |
| 5bad5c2 | Donghe-Zhu | 2021-01-27 |
| 61efb56 | Donghe-Zhu | 2021-01-25 |
| 48f638e | Donghe-Zhu | 2021-01-25 |
| c1cec47 | Donghe-Zhu | 2021-01-25 |
| 05ffb0c | Donghe-Zhu | 2021-01-25 |
| 8b97165 | Donghe-Zhu | 2021-01-25 |
| c569946 | Donghe-Zhu | 2021-01-24 |
| a2f0d56 | Donghe-Zhu | 2021-01-23 |
| 28509fc | Donghe-Zhu | 2021-01-23 |
| 4c28e4a | Donghe-Zhu | 2021-01-22 |
| 24cc264 | jens-daniel-mueller | 2021-01-22 |
| 7891955 | Donghe-Zhu | 2021-01-21 |
| d4cf1cb | Donghe-Zhu | 2021-01-21 |
| 1f3e5b6 | jens-daniel-mueller | 2021-01-20 |
| 0e7bdf1 | jens-daniel-mueller | 2021-01-15 |
| 4571843 | jens-daniel-mueller | 2021-01-14 |
| b3564aa | jens-daniel-mueller | 2021-01-14 |
| 8d032c3 | jens-daniel-mueller | 2021-01-14 |
| 17dee1d | jens-daniel-mueller | 2021-01-13 |
| e5cb81a | Donghe-Zhu | 2021-01-05 |
| a499f10 | Donghe-Zhu | 2021-01-05 |
| 8fae0b2 | Donghe-Zhu | 2020-12-21 |
| c8b76b3 | jens-daniel-mueller | 2020-12-19 |
# print table
kable(cor_predictors_stats) %>%
add_header_above() %>%
kable_styling() %>%
scroll_box(width = "100%", height = "400px")| pair | basin | gamma_slab | mean_r | min_r | max_r |
|---|---|---|---|---|---|
| aou + nitrate | Atlantic | (-Inf,26] | 0.8097476 | 0.7477602 | 0.9261952 |
| aou + nitrate | Atlantic | (26,26.5] | 0.8692437 | 0.8586830 | 0.8814079 |
| aou + nitrate | Atlantic | (26.5,26.75] | 0.9626288 | 0.9542524 | 0.9744571 |
| aou + nitrate | Atlantic | (26.75,27] | 0.9820140 | 0.9694535 | 0.9902031 |
| aou + nitrate | Atlantic | (27,27.25] | 0.9550018 | 0.9466741 | 0.9618532 |
| aou + nitrate | Atlantic | (27.25,27.5] | 0.8865744 | 0.8704807 | 0.9089284 |
| aou + nitrate | Atlantic | (27.5,27.75] | 0.8192910 | 0.7614075 | 0.8670265 |
| aou + nitrate | Atlantic | (27.75,27.85] | 0.7792703 | 0.7126706 | 0.8328426 |
| aou + nitrate | Atlantic | (27.85,27.95] | 0.8714394 | 0.8249932 | 0.8964857 |
| aou + nitrate | Atlantic | (27.95,28.05] | 0.9602971 | 0.9467267 | 0.9732077 |
| aou + nitrate | Atlantic | (28.05,28.1] | 0.9903274 | 0.9873962 | 0.9923017 |
| aou + nitrate | Atlantic | (28.1,28.15] | 0.9947303 | 0.9929653 | 0.9956648 |
| aou + nitrate | Atlantic | (28.15,28.2] | 0.9907890 | 0.9875090 | 0.9929156 |
| aou + nitrate | Atlantic | (28.2, Inf] | 0.9937943 | 0.9929955 | 0.9945286 |
| aou + nitrate | Indian | (-Inf,26] | 0.9414228 | 0.9285426 | 0.9494589 |
| aou + nitrate | Indian | (26,26.5] | 0.8811468 | 0.8416447 | 0.9071439 |
| aou + nitrate | Indian | (26.5,26.75] | 0.9177187 | 0.8875682 | 0.9486572 |
| aou + nitrate | Indian | (26.75,27] | 0.9367727 | 0.9083035 | 0.9530988 |
| aou + nitrate | Indian | (27,27.25] | 0.9443421 | 0.9355620 | 0.9568885 |
| aou + nitrate | Indian | (27.25,27.5] | 0.9464865 | 0.9263767 | 0.9576385 |
| aou + nitrate | Indian | (27.5,27.75] | 0.9589977 | 0.9526610 | 0.9652498 |
| aou + nitrate | Indian | (27.75,27.85] | 0.9869660 | 0.9734160 | 0.9953028 |
| aou + nitrate | Indian | (27.85,27.95] | 0.9931972 | 0.9891149 | 0.9957057 |
| aou + nitrate | Indian | (27.95,28.05] | 0.9931778 | 0.9878410 | 0.9965792 |
| aou + nitrate | Indian | (28.05,28.1] | 0.9968041 | 0.9943040 | 0.9983823 |
| aou + nitrate | Indian | (28.1,28.2] | 0.9944914 | 0.9919895 | 0.9964469 |
| aou + nitrate | Indian | (28.2,28.3] | 0.9916853 | 0.9897585 | 0.9954621 |
| aou + nitrate | Indian | (28.3, Inf] | 0.9271930 | 0.8516060 | 0.9708712 |
| aou + nitrate | N_Atlantic | (-Inf,26] | -0.2057335 | -0.9709005 | 0.5594334 |
| aou + nitrate | N_Atlantic | (26,26.5] | 0.7544075 | 0.5463372 | 0.9624778 |
| aou + nitrate | N_Atlantic | (26.5,26.75] | 0.9706223 | 0.9336135 | 0.9904125 |
| aou + nitrate | N_Atlantic | (26.75,27] | 0.9267758 | 0.9105134 | 0.9442829 |
| aou + nitrate | N_Atlantic | (27,27.25] | 0.9595137 | 0.9236268 | 0.9781771 |
| aou + nitrate | N_Atlantic | (27.25,27.5] | 0.9520155 | 0.9394783 | 0.9596715 |
| aou + nitrate | N_Atlantic | (27.5,27.75] | 0.9697896 | 0.9623578 | 0.9747901 |
| aou + nitrate | N_Atlantic | (27.75,27.85] | 0.8966638 | 0.8542240 | 0.9229009 |
| aou + nitrate | N_Atlantic | (27.85,27.95] | 0.8940830 | 0.8764470 | 0.9133870 |
| aou + nitrate | N_Atlantic | (27.95,28.05] | 0.8097568 | 0.7544361 | 0.8909204 |
| aou + nitrate | N_Atlantic | (28.05,28.1] | 0.6906925 | 0.6360727 | 0.7621791 |
| aou + nitrate | N_Atlantic | (28.1,28.15] | 0.7368917 | 0.6493515 | 0.8036495 |
| aou + nitrate | N_Atlantic | (28.15,28.2] | 0.9769304 | 0.9759533 | 0.9781502 |
| aou + nitrate | N_Atlantic | (28.2, Inf] | 0.9506589 | 0.9349725 | 0.9758800 |
| aou + nitrate | N_Pacific | (-Inf,26] | 0.9475608 | 0.8758675 | 0.9898985 |
| aou + nitrate | N_Pacific | (26,26.5] | 0.9681394 | 0.9618790 | 0.9769560 |
| aou + nitrate | N_Pacific | (26.5,26.75] | 0.9755137 | 0.9706916 | 0.9785630 |
| aou + nitrate | N_Pacific | (26.75,27] | 0.9065395 | 0.8849915 | 0.9492507 |
| aou + nitrate | N_Pacific | (27,27.25] | 0.7150068 | 0.3358658 | 0.9677329 |
| aou + nitrate | N_Pacific | (27.25,27.5] | 0.5941510 | 0.4223013 | 0.7433806 |
| aou + nitrate | N_Pacific | (27.5,27.75] | 0.2519321 | 0.1209352 | 0.3316376 |
| aou + nitrate | N_Pacific | (27.75,27.85] | 0.4595503 | 0.4191218 | 0.5139496 |
| aou + nitrate | N_Pacific | (27.85,27.95] | 0.7524913 | 0.7226042 | 0.7958126 |
| aou + nitrate | N_Pacific | (27.95,28.05] | 0.9343932 | 0.9028367 | 0.9585840 |
| aou + nitrate | N_Pacific | (28.05,28.1] | 0.9788877 | 0.9742187 | 0.9868035 |
| aou + nitrate | N_Pacific | (28.1,28.2] | 0.9884824 | 0.9839207 | 0.9947276 |
| aou + nitrate | N_Pacific | (28.2,28.3] | 0.9978162 | 0.9967670 | 0.9990734 |
| aou + nitrate | N_Pacific | (28.3, Inf] | 0.9840291 | 0.9736318 | 0.9960778 |
| aou + nitrate | Pacific | (-Inf,26] | 0.9468521 | 0.9371484 | 0.9551744 |
| aou + nitrate | Pacific | (26,26.5] | 0.9271195 | 0.9142699 | 0.9448673 |
| aou + nitrate | Pacific | (26.5,26.75] | 0.8339262 | 0.7887834 | 0.8862704 |
| aou + nitrate | Pacific | (26.75,27] | 0.7837145 | 0.7371913 | 0.8215811 |
| aou + nitrate | Pacific | (27,27.25] | 0.8493361 | 0.8360749 | 0.8679746 |
| aou + nitrate | Pacific | (27.25,27.5] | 0.8428396 | 0.7601054 | 0.8849295 |
| aou + nitrate | Pacific | (27.5,27.75] | 0.9128514 | 0.9091526 | 0.9188891 |
| aou + nitrate | Pacific | (27.75,27.85] | 0.9830360 | 0.9774663 | 0.9867178 |
| aou + nitrate | Pacific | (27.85,27.95] | 0.9926771 | 0.9900347 | 0.9945491 |
| aou + nitrate | Pacific | (27.95,28.05] | 0.9960581 | 0.9955475 | 0.9963636 |
| aou + nitrate | Pacific | (28.05,28.1] | 0.9958586 | 0.9952018 | 0.9964122 |
| aou + nitrate | Pacific | (28.1,28.2] | 0.9916178 | 0.9911430 | 0.9919700 |
| aou + nitrate | Pacific | (28.2,28.3] | 0.9964784 | 0.9957458 | 0.9969097 |
| aou + nitrate | Pacific | (28.3, Inf] | 0.9919998 | 0.9917082 | 0.9925805 |
| aou + nitrate | SO | (26,26.5] | 0.9039416 | 0.8587189 | 0.9777014 |
| aou + nitrate | SO | (26.5,26.75] | 0.8029136 | 0.7612180 | 0.8749284 |
| aou + nitrate | SO | (26.75,27] | 0.7476331 | 0.6880742 | 0.7816126 |
| aou + nitrate | SO | (27,27.25] | 0.8077820 | 0.7731654 | 0.8339643 |
| aou + nitrate | SO | (27.25,27.5] | 0.8079992 | 0.7971042 | 0.8272740 |
| aou + nitrate | SO | (27.5,27.75] | 0.9024867 | 0.8779947 | 0.9186208 |
| aou + nitrate | SO | (27.75,27.85] | 0.9543644 | 0.9417494 | 0.9639837 |
| aou + nitrate | SO | (27.85,27.95] | 0.9262780 | 0.9108158 | 0.9343388 |
| aou + nitrate | SO | (27.95,28.05] | 0.8783994 | 0.8117330 | 0.9423917 |
| aou + nitrate | SO | (28.05,28.1] | 0.8392070 | 0.7723381 | 0.8961263 |
| aou + nitrate | SO | (28.1,28.15] | 0.4846597 | 0.3979899 | 0.5520289 |
| aou + nitrate | SO | (28.1,28.2] | 0.9131593 | 0.8813073 | 0.9435343 |
| aou + nitrate | SO | (28.15,28.2] | 0.6349313 | 0.5970918 | 0.6552331 |
| aou + nitrate | SO | (28.2, Inf] | 0.4101775 | 0.2363554 | 0.5192404 |
| aou + nitrate | SO | (28.2,28.3] | 0.9254063 | 0.9065630 | 0.9551435 |
| aou + nitrate | SO | (28.3, Inf] | 0.9103900 | 0.8726223 | 0.9536728 |
| aou + phosphate | Atlantic | (-Inf,26] | 0.8551666 | 0.8163946 | 0.8969589 |
| aou + phosphate | Atlantic | (26,26.5] | 0.9028766 | 0.8773723 | 0.9171005 |
| aou + phosphate | Atlantic | (26.5,26.75] | 0.9343750 | 0.9034172 | 0.9565684 |
| aou + phosphate | Atlantic | (26.75,27] | 0.9534175 | 0.9487031 | 0.9619145 |
| aou + phosphate | Atlantic | (27,27.25] | 0.8983151 | 0.8883980 | 0.9080600 |
| aou + phosphate | Atlantic | (27.25,27.5] | 0.8123219 | 0.7758600 | 0.8531540 |
| aou + phosphate | Atlantic | (27.5,27.75] | 0.7600841 | 0.6887024 | 0.8183404 |
| aou + phosphate | Atlantic | (27.75,27.85] | 0.7278207 | 0.6547013 | 0.7873013 |
| aou + phosphate | Atlantic | (27.85,27.95] | 0.8424219 | 0.7931421 | 0.8716018 |
| aou + phosphate | Atlantic | (27.95,28.05] | 0.9457057 | 0.9259713 | 0.9627441 |
| aou + phosphate | Atlantic | (28.05,28.1] | 0.9860742 | 0.9817137 | 0.9890858 |
| aou + phosphate | Atlantic | (28.1,28.15] | 0.9921835 | 0.9894388 | 0.9940492 |
| aou + phosphate | Atlantic | (28.15,28.2] | 0.9901108 | 0.9886790 | 0.9909118 |
| aou + phosphate | Atlantic | (28.2, Inf] | 0.9922004 | 0.9905566 | 0.9933364 |
| aou + phosphate | Indian | (-Inf,26] | 0.9894874 | 0.9851841 | 0.9929520 |
| aou + phosphate | Indian | (26,26.5] | 0.9858701 | 0.9851926 | 0.9862313 |
| aou + phosphate | Indian | (26.5,26.75] | 0.9884726 | 0.9876623 | 0.9895193 |
| aou + phosphate | Indian | (26.75,27] | 0.9870621 | 0.9832900 | 0.9902755 |
| aou + phosphate | Indian | (27,27.25] | 0.9880850 | 0.9866458 | 0.9893765 |
| aou + phosphate | Indian | (27.25,27.5] | 0.9823858 | 0.9777982 | 0.9849105 |
| aou + phosphate | Indian | (27.5,27.75] | 0.9809477 | 0.9786817 | 0.9854297 |
| aou + phosphate | Indian | (27.75,27.85] | 0.9963299 | 0.9956513 | 0.9970242 |
| aou + phosphate | Indian | (27.85,27.95] | 0.9972334 | 0.9970069 | 0.9976185 |
| aou + phosphate | Indian | (27.95,28.05] | 0.9976399 | 0.9972062 | 0.9982039 |
| aou + phosphate | Indian | (28.05,28.1] | 0.9991949 | 0.9990271 | 0.9994699 |
| aou + phosphate | Indian | (28.1,28.2] | 0.9969573 | 0.9954398 | 0.9982244 |
| aou + phosphate | Indian | (28.2,28.3] | 0.9913960 | 0.9898482 | 0.9924618 |
| aou + phosphate | Indian | (28.3, Inf] | 0.9090207 | 0.8248078 | 0.9653314 |
| aou + phosphate | N_Atlantic | (-Inf,26] | 0.2468212 | -0.4772581 | 0.9709005 |
| aou + phosphate | N_Atlantic | (26,26.5] | 0.8961053 | 0.8101278 | 0.9820828 |
| aou + phosphate | N_Atlantic | (26.5,26.75] | 0.9369082 | 0.9211988 | 0.9528050 |
| aou + phosphate | N_Atlantic | (26.75,27] | 0.9128687 | 0.8741216 | 0.9470901 |
| aou + phosphate | N_Atlantic | (27,27.25] | 0.9569906 | 0.9262026 | 0.9744772 |
| aou + phosphate | N_Atlantic | (27.25,27.5] | 0.9163714 | 0.8944205 | 0.9292462 |
| aou + phosphate | N_Atlantic | (27.5,27.75] | 0.9480512 | 0.9439209 | 0.9527073 |
| aou + phosphate | N_Atlantic | (27.75,27.85] | 0.8512322 | 0.7843117 | 0.8908514 |
| aou + phosphate | N_Atlantic | (27.85,27.95] | 0.8429053 | 0.8148343 | 0.8747430 |
| aou + phosphate | N_Atlantic | (27.95,28.05] | 0.7345923 | 0.6747468 | 0.8440228 |
| aou + phosphate | N_Atlantic | (28.05,28.1] | 0.6449003 | 0.5934092 | 0.7204871 |
| aou + phosphate | N_Atlantic | (28.1,28.15] | 0.7180469 | 0.6467511 | 0.7775166 |
| aou + phosphate | N_Atlantic | (28.15,28.2] | 0.9720814 | 0.9690049 | 0.9750055 |
| aou + phosphate | N_Atlantic | (28.2, Inf] | 0.9659349 | 0.9521343 | 0.9883074 |
| aou + phosphate | N_Pacific | (-Inf,26] | 0.8443680 | 0.6832006 | 0.9790103 |
| aou + phosphate | N_Pacific | (26,26.5] | 0.9456127 | 0.9301828 | 0.9580306 |
| aou + phosphate | N_Pacific | (26.5,26.75] | 0.9777174 | 0.9711584 | 0.9867966 |
| aou + phosphate | N_Pacific | (26.75,27] | 0.9226778 | 0.9112041 | 0.9425689 |
| aou + phosphate | N_Pacific | (27,27.25] | 0.9259969 | 0.9129462 | 0.9372491 |
| aou + phosphate | N_Pacific | (27.25,27.5] | 0.9553805 | 0.9497053 | 0.9633591 |
| aou + phosphate | N_Pacific | (27.5,27.75] | 0.9180180 | 0.9087790 | 0.9336184 |
| aou + phosphate | N_Pacific | (27.75,27.85] | 0.9731508 | 0.9704185 | 0.9779548 |
| aou + phosphate | N_Pacific | (27.85,27.95] | 0.9699787 | 0.9639452 | 0.9734912 |
| aou + phosphate | N_Pacific | (27.95,28.05] | 0.9849964 | 0.9837484 | 0.9868319 |
| aou + phosphate | N_Pacific | (28.05,28.1] | 0.9953380 | 0.9947540 | 0.9958119 |
| aou + phosphate | N_Pacific | (28.1,28.2] | 0.9985661 | 0.9984805 | 0.9986965 |
| aou + phosphate | N_Pacific | (28.2,28.3] | 0.9992907 | 0.9992698 | 0.9993043 |
| aou + phosphate | N_Pacific | (28.3, Inf] | 0.9897912 | 0.9841097 | 0.9934056 |
| aou + phosphate | Pacific | (-Inf,26] | 0.9638594 | 0.9547505 | 0.9712754 |
| aou + phosphate | Pacific | (26,26.5] | 0.9867575 | 0.9830754 | 0.9907750 |
| aou + phosphate | Pacific | (26.5,26.75] | 0.9888971 | 0.9864073 | 0.9916325 |
| aou + phosphate | Pacific | (26.75,27] | 0.9909028 | 0.9888898 | 0.9922708 |
| aou + phosphate | Pacific | (27,27.25] | 0.9913843 | 0.9906941 | 0.9918487 |
| aou + phosphate | Pacific | (27.25,27.5] | 0.9897437 | 0.9878624 | 0.9909379 |
| aou + phosphate | Pacific | (27.5,27.75] | 0.9926195 | 0.9923890 | 0.9930627 |
| aou + phosphate | Pacific | (27.75,27.85] | 0.9982606 | 0.9980559 | 0.9984713 |
| aou + phosphate | Pacific | (27.85,27.95] | 0.9986048 | 0.9985439 | 0.9986550 |
| aou + phosphate | Pacific | (27.95,28.05] | 0.9987791 | 0.9986650 | 0.9989289 |
| aou + phosphate | Pacific | (28.05,28.1] | 0.9991910 | 0.9991113 | 0.9992732 |
| aou + phosphate | Pacific | (28.1,28.2] | 0.9984544 | 0.9983189 | 0.9986341 |
| aou + phosphate | Pacific | (28.2,28.3] | 0.9979469 | 0.9978206 | 0.9980556 |
| aou + phosphate | Pacific | (28.3, Inf] | 0.9918269 | 0.9909932 | 0.9925310 |
| aou + phosphate | SO | (26,26.5] | 0.8687195 | 0.7989627 | 0.9699477 |
| aou + phosphate | SO | (26.5,26.75] | 0.7444431 | 0.6531037 | 0.8435257 |
| aou + phosphate | SO | (26.75,27] | 0.7383870 | 0.6626730 | 0.7839758 |
| aou + phosphate | SO | (27,27.25] | 0.7888416 | 0.7515991 | 0.8160199 |
| aou + phosphate | SO | (27.25,27.5] | 0.7917775 | 0.7815228 | 0.8109200 |
| aou + phosphate | SO | (27.5,27.75] | 0.9021276 | 0.8776637 | 0.9182888 |
| aou + phosphate | SO | (27.75,27.85] | 0.9489435 | 0.9341788 | 0.9594353 |
| aou + phosphate | SO | (27.85,27.95] | 0.9198083 | 0.9008192 | 0.9308490 |
| aou + phosphate | SO | (27.95,28.05] | 0.8743668 | 0.8068796 | 0.9397287 |
| aou + phosphate | SO | (28.05,28.1] | 0.8462367 | 0.7854868 | 0.8982707 |
| aou + phosphate | SO | (28.1,28.15] | 0.4847481 | 0.4038252 | 0.5484162 |
| aou + phosphate | SO | (28.1,28.2] | 0.9205831 | 0.8972950 | 0.9455615 |
| aou + phosphate | SO | (28.15,28.2] | 0.6339308 | 0.5865292 | 0.6660373 |
| aou + phosphate | SO | (28.2, Inf] | 0.2514747 | 0.0025459 | 0.4064396 |
| aou + phosphate | SO | (28.2,28.3] | 0.9407875 | 0.9294428 | 0.9631976 |
| aou + phosphate | SO | (28.3, Inf] | 0.8359668 | 0.7760013 | 0.9046353 |
| aou + phosphate_star | Atlantic | (-Inf,26] | 0.4726952 | 0.2058898 | 0.7003086 |
| aou + phosphate_star | Atlantic | (26,26.5] | 0.3289809 | 0.1883695 | 0.4477912 |
| aou + phosphate_star | Atlantic | (26.5,26.75] | 0.2411071 | 0.1461926 | 0.3632459 |
| aou + phosphate_star | Atlantic | (26.75,27] | 0.0509963 | 0.0074831 | 0.0772577 |
| aou + phosphate_star | Atlantic | (27,27.25] | -0.0913909 | -0.1349212 | -0.0339645 |
| aou + phosphate_star | Atlantic | (27.25,27.5] | -0.0381305 | -0.1721061 | 0.0343961 |
| aou + phosphate_star | Atlantic | (27.5,27.75] | 0.1729089 | 0.0741685 | 0.2327878 |
| aou + phosphate_star | Atlantic | (27.75,27.85] | 0.3222365 | 0.2561202 | 0.3899576 |
| aou + phosphate_star | Atlantic | (27.85,27.95] | 0.6102762 | 0.5768032 | 0.6654495 |
| aou + phosphate_star | Atlantic | (27.95,28.05] | 0.8198263 | 0.7287119 | 0.8829348 |
| aou + phosphate_star | Atlantic | (28.05,28.1] | 0.9436484 | 0.9229696 | 0.9557685 |
| aou + phosphate_star | Atlantic | (28.1,28.15] | 0.9634246 | 0.9499778 | 0.9726622 |
| aou + phosphate_star | Atlantic | (28.15,28.2] | 0.9609415 | 0.9542372 | 0.9652519 |
| aou + phosphate_star | Atlantic | (28.2, Inf] | 0.9778349 | 0.9746181 | 0.9803227 |
| aou + phosphate_star | Indian | (-Inf,26] | 0.8585474 | 0.8325733 | 0.8921947 |
| aou + phosphate_star | Indian | (26,26.5] | 0.7121140 | 0.7046407 | 0.7233685 |
| aou + phosphate_star | Indian | (26.5,26.75] | 0.6488110 | 0.5800504 | 0.6959052 |
| aou + phosphate_star | Indian | (26.75,27] | 0.5199286 | 0.4146045 | 0.5848394 |
| aou + phosphate_star | Indian | (27,27.25] | 0.4823430 | 0.3929384 | 0.5468172 |
| aou + phosphate_star | Indian | (27.25,27.5] | 0.1457795 | 0.0311463 | 0.2463463 |
| aou + phosphate_star | Indian | (27.5,27.75] | -0.2195275 | -0.2549242 | -0.1717860 |
| aou + phosphate_star | Indian | (27.75,27.85] | -0.7159609 | -0.7535077 | -0.6463278 |
| aou + phosphate_star | Indian | (27.85,27.95] | -0.7309392 | -0.7469566 | -0.7145796 |
| aou + phosphate_star | Indian | (27.95,28.05] | -0.5950073 | -0.6907108 | -0.5204573 |
| aou + phosphate_star | Indian | (28.05,28.1] | -0.5009313 | -0.6550008 | -0.3550428 |
| aou + phosphate_star | Indian | (28.1,28.2] | 0.4193910 | -0.0041399 | 0.6878712 |
| aou + phosphate_star | Indian | (28.2,28.3] | 0.6906344 | 0.6227442 | 0.7337060 |
| aou + phosphate_star | Indian | (28.3, Inf] | -0.1448402 | -0.4957409 | 0.2841800 |
| aou + phosphate_star | N_Atlantic | (-Inf,26] | -0.4575887 | -0.9709005 | 0.0557232 |
| aou + phosphate_star | N_Atlantic | (26,26.5] | 0.3020961 | -0.3036154 | 0.9078076 |
| aou + phosphate_star | N_Atlantic | (26.5,26.75] | -0.1757832 | -0.5757188 | 0.4560707 |
| aou + phosphate_star | N_Atlantic | (26.75,27] | -0.6503809 | -0.7477600 | -0.4916720 |
| aou + phosphate_star | N_Atlantic | (27,27.25] | -0.8788491 | -0.9104463 | -0.8366605 |
| aou + phosphate_star | N_Atlantic | (27.25,27.5] | -0.7950401 | -0.8123755 | -0.7626304 |
| aou + phosphate_star | N_Atlantic | (27.5,27.75] | -0.4778120 | -0.4956573 | -0.4458914 |
| aou + phosphate_star | N_Atlantic | (27.75,27.85] | -0.2618451 | -0.3332458 | -0.1530658 |
| aou + phosphate_star | N_Atlantic | (27.85,27.95] | 0.0613579 | 0.0022795 | 0.1701104 |
| aou + phosphate_star | N_Atlantic | (27.95,28.05] | 0.2484217 | 0.1273960 | 0.4511795 |
| aou + phosphate_star | N_Atlantic | (28.05,28.1] | 0.3528996 | 0.2884608 | 0.4336455 |
| aou + phosphate_star | N_Atlantic | (28.1,28.15] | 0.4385363 | 0.3445237 | 0.4859656 |
| aou + phosphate_star | N_Atlantic | (28.15,28.2] | 0.9043589 | 0.8922323 | 0.9120518 |
| aou + phosphate_star | N_Atlantic | (28.2, Inf] | 0.9656054 | 0.9608688 | 0.9691973 |
| aou + phosphate_star | N_Pacific | (-Inf,26] | -0.4595888 | -0.6774795 | -0.2539741 |
| aou + phosphate_star | N_Pacific | (26,26.5] | 0.1548032 | 0.0087499 | 0.2994569 |
| aou + phosphate_star | N_Pacific | (26.5,26.75] | 0.3417438 | 0.1922942 | 0.4174735 |
| aou + phosphate_star | N_Pacific | (26.75,27] | -0.2013127 | -0.3377678 | -0.0982302 |
| aou + phosphate_star | N_Pacific | (27,27.25] | -0.1033325 | -0.3843495 | 0.0832463 |
| aou + phosphate_star | N_Pacific | (27.25,27.5] | 0.7211357 | 0.6684973 | 0.8155097 |
| aou + phosphate_star | N_Pacific | (27.5,27.75] | 0.5490374 | 0.5088623 | 0.6162729 |
| aou + phosphate_star | N_Pacific | (27.75,27.85] | 0.3776062 | 0.3587864 | 0.4054980 |
| aou + phosphate_star | N_Pacific | (27.85,27.95] | -0.1528492 | -0.2109475 | -0.0788259 |
| aou + phosphate_star | N_Pacific | (27.95,28.05] | -0.6460148 | -0.6782307 | -0.6269862 |
| aou + phosphate_star | N_Pacific | (28.05,28.1] | -0.7103770 | -0.7265403 | -0.7018440 |
| aou + phosphate_star | N_Pacific | (28.1,28.2] | -0.8757077 | -0.8911181 | -0.8675178 |
| aou + phosphate_star | N_Pacific | (28.2,28.3] | -0.4792454 | -0.5198306 | -0.4454761 |
| aou + phosphate_star | N_Pacific | (28.3, Inf] | -0.9565241 | -0.9961529 | -0.9274918 |
| aou + phosphate_star | Pacific | (-Inf,26] | 0.6298723 | 0.5812314 | 0.7180627 |
| aou + phosphate_star | Pacific | (26,26.5] | 0.7491889 | 0.6646952 | 0.8243189 |
| aou + phosphate_star | Pacific | (26.5,26.75] | 0.7137560 | 0.5574940 | 0.8167404 |
| aou + phosphate_star | Pacific | (26.75,27] | 0.7814365 | 0.6966073 | 0.8430307 |
| aou + phosphate_star | Pacific | (27,27.25] | 0.7799638 | 0.7408046 | 0.8196551 |
| aou + phosphate_star | Pacific | (27.25,27.5] | 0.6339031 | 0.5615495 | 0.6965150 |
| aou + phosphate_star | Pacific | (27.5,27.75] | 0.4131820 | 0.3662634 | 0.4844630 |
| aou + phosphate_star | Pacific | (27.75,27.85] | 0.2487606 | 0.0622594 | 0.4098180 |
| aou + phosphate_star | Pacific | (27.85,27.95] | 0.2244252 | 0.1715373 | 0.3282519 |
| aou + phosphate_star | Pacific | (27.95,28.05] | 0.1686125 | 0.1243529 | 0.1996478 |
| aou + phosphate_star | Pacific | (28.05,28.1] | 0.4548738 | 0.4188299 | 0.4892996 |
| aou + phosphate_star | Pacific | (28.1,28.2] | 0.1492505 | 0.0313480 | 0.2927405 |
| aou + phosphate_star | Pacific | (28.2,28.3] | 0.0893692 | -0.0337049 | 0.1688178 |
| aou + phosphate_star | Pacific | (28.3, Inf] | -0.8877262 | -0.8984211 | -0.8679656 |
| aou + phosphate_star | SO | (26,26.5] | -0.4531397 | -0.9289058 | 0.0354245 |
| aou + phosphate_star | SO | (26.5,26.75] | -0.0027569 | -0.5509846 | 0.4302480 |
| aou + phosphate_star | SO | (26.75,27] | 0.0675796 | -0.0781690 | 0.1694916 |
| aou + phosphate_star | SO | (27,27.25] | -0.0997081 | -0.1788938 | -0.0493075 |
| aou + phosphate_star | SO | (27.25,27.5] | -0.5196102 | -0.5598457 | -0.4748386 |
| aou + phosphate_star | SO | (27.5,27.75] | -0.4491224 | -0.4892567 | -0.4156037 |
| aou + phosphate_star | SO | (27.75,27.85] | -0.7578253 | -0.7716080 | -0.7466747 |
| aou + phosphate_star | SO | (27.85,27.95] | -0.7531195 | -0.7833741 | -0.7175589 |
| aou + phosphate_star | SO | (27.95,28.05] | -0.7093977 | -0.8031747 | -0.6143772 |
| aou + phosphate_star | SO | (28.05,28.1] | -0.6183852 | -0.6868160 | -0.5067926 |
| aou + phosphate_star | SO | (28.1,28.15] | -0.1210693 | -0.1851120 | -0.0343808 |
| aou + phosphate_star | SO | (28.1,28.2] | -0.7203626 | -0.7538371 | -0.6697974 |
| aou + phosphate_star | SO | (28.15,28.2] | 0.0524902 | -0.0962107 | 0.2706981 |
| aou + phosphate_star | SO | (28.2, Inf] | -0.3875584 | -0.5927147 | -0.2392635 |
| aou + phosphate_star | SO | (28.2,28.3] | -0.7662676 | -0.8130667 | -0.7205460 |
| aou + phosphate_star | SO | (28.3, Inf] | -0.7869544 | -0.8600311 | -0.7436815 |
| aou + silicate | Atlantic | (-Inf,26] | 0.0996531 | -0.7442908 | 0.7534186 |
| aou + silicate | Atlantic | (26,26.5] | 0.2644483 | 0.1730693 | 0.3172652 |
| aou + silicate | Atlantic | (26.5,26.75] | 0.6679908 | 0.6413055 | 0.7122482 |
| aou + silicate | Atlantic | (26.75,27] | 0.7471115 | 0.7012992 | 0.7850926 |
| aou + silicate | Atlantic | (27,27.25] | 0.3942219 | 0.3333377 | 0.4299962 |
| aou + silicate | Atlantic | (27.25,27.5] | 0.1693170 | 0.0525464 | 0.2410884 |
| aou + silicate | Atlantic | (27.5,27.75] | 0.2342090 | 0.1553509 | 0.2740843 |
| aou + silicate | Atlantic | (27.75,27.85] | 0.2808213 | 0.2362519 | 0.3285703 |
| aou + silicate | Atlantic | (27.85,27.95] | 0.5691967 | 0.5349823 | 0.6216131 |
| aou + silicate | Atlantic | (27.95,28.05] | 0.8042915 | 0.7047082 | 0.8688495 |
| aou + silicate | Atlantic | (28.05,28.1] | 0.9287932 | 0.8990215 | 0.9446314 |
| aou + silicate | Atlantic | (28.1,28.15] | 0.9495822 | 0.9297237 | 0.9628012 |
| aou + silicate | Atlantic | (28.15,28.2] | 0.9154556 | 0.9055285 | 0.9251564 |
| aou + silicate | Atlantic | (28.2, Inf] | 0.9551286 | 0.9394147 | 0.9700931 |
| aou + silicate | Indian | (-Inf,26] | 0.8394307 | 0.7403948 | 0.9108675 |
| aou + silicate | Indian | (26,26.5] | 0.8882351 | 0.8551567 | 0.9200523 |
| aou + silicate | Indian | (26.5,26.75] | 0.9311051 | 0.9099703 | 0.9649709 |
| aou + silicate | Indian | (26.75,27] | 0.9597458 | 0.9448274 | 0.9813051 |
| aou + silicate | Indian | (27,27.25] | 0.9499942 | 0.9356782 | 0.9727424 |
| aou + silicate | Indian | (27.25,27.5] | 0.9363272 | 0.9246153 | 0.9517296 |
| aou + silicate | Indian | (27.5,27.75] | 0.9126722 | 0.8764257 | 0.9342717 |
| aou + silicate | Indian | (27.75,27.85] | 0.9709188 | 0.9578196 | 0.9866845 |
| aou + silicate | Indian | (27.85,27.95] | 0.9724387 | 0.9598756 | 0.9868957 |
| aou + silicate | Indian | (27.95,28.05] | 0.9611586 | 0.9428177 | 0.9786558 |
| aou + silicate | Indian | (28.05,28.1] | 0.9832494 | 0.9762194 | 0.9930560 |
| aou + silicate | Indian | (28.1,28.2] | 0.8928868 | 0.8207395 | 0.9386352 |
| aou + silicate | Indian | (28.2,28.3] | 0.7256873 | 0.6989036 | 0.7397192 |
| aou + silicate | Indian | (28.3, Inf] | 0.7658887 | 0.6461709 | 0.8517575 |
| aou + silicate | N_Atlantic | (-Inf,26] | -0.2470498 | -0.9709005 | 0.4768009 |
| aou + silicate | N_Atlantic | (26,26.5] | 0.4324403 | 0.0583733 | 0.8065073 |
| aou + silicate | N_Atlantic | (26.5,26.75] | 0.7070958 | 0.5571872 | 0.8319168 |
| aou + silicate | N_Atlantic | (26.75,27] | 0.7719277 | 0.7205385 | 0.8215361 |
| aou + silicate | N_Atlantic | (27,27.25] | 0.8715254 | 0.7704305 | 0.9245924 |
| aou + silicate | N_Atlantic | (27.25,27.5] | 0.8993566 | 0.8597462 | 0.9199571 |
| aou + silicate | N_Atlantic | (27.5,27.75] | 0.8971699 | 0.8825219 | 0.9088856 |
| aou + silicate | N_Atlantic | (27.75,27.85] | 0.4131370 | 0.1433221 | 0.5546417 |
| aou + silicate | N_Atlantic | (27.85,27.95] | 0.1983453 | 0.0837120 | 0.3260140 |
| aou + silicate | N_Atlantic | (27.95,28.05] | 0.1215363 | -0.0943324 | 0.3052069 |
| aou + silicate | N_Atlantic | (28.05,28.1] | 0.0679783 | -0.0183447 | 0.1944721 |
| aou + silicate | N_Atlantic | (28.1,28.15] | 0.5607678 | 0.5056471 | 0.5979963 |
| aou + silicate | N_Atlantic | (28.15,28.2] | 0.9479068 | 0.9439287 | 0.9536129 |
| aou + silicate | N_Atlantic | (28.2, Inf] | 0.9851422 | 0.9800874 | 0.9931886 |
| aou + silicate | N_Pacific | (-Inf,26] | 0.8240135 | 0.7312271 | 0.9245876 |
| aou + silicate | N_Pacific | (26,26.5] | 0.8776546 | 0.8428947 | 0.9159674 |
| aou + silicate | N_Pacific | (26.5,26.75] | 0.8992466 | 0.8854536 | 0.9171782 |
| aou + silicate | N_Pacific | (26.75,27] | 0.8208440 | 0.7893653 | 0.8479456 |
| aou + silicate | N_Pacific | (27,27.25] | 0.7483942 | 0.6819866 | 0.8476423 |
| aou + silicate | N_Pacific | (27.25,27.5] | 0.7010148 | 0.6828198 | 0.7144049 |
| aou + silicate | N_Pacific | (27.5,27.75] | 0.6362668 | 0.5604545 | 0.7215455 |
| aou + silicate | N_Pacific | (27.75,27.85] | 0.7084469 | 0.6657100 | 0.7799047 |
| aou + silicate | N_Pacific | (27.85,27.95] | 0.5927367 | 0.4871672 | 0.6504037 |
| aou + silicate | N_Pacific | (27.95,28.05] | 0.3048645 | 0.1315788 | 0.4581721 |
| aou + silicate | N_Pacific | (28.05,28.1] | 0.7405752 | 0.6633630 | 0.8200180 |
| aou + silicate | N_Pacific | (28.1,28.2] | 0.2799062 | 0.2249499 | 0.3089079 |
| aou + silicate | N_Pacific | (28.2,28.3] | 0.8850585 | 0.8660524 | 0.8998342 |
| aou + silicate | N_Pacific | (28.3, Inf] | 0.9917738 | 0.9894777 | 0.9937848 |
| aou + silicate | Pacific | (-Inf,26] | 0.8265533 | 0.7937583 | 0.8874755 |
| aou + silicate | Pacific | (26,26.5] | 0.8648958 | 0.8012277 | 0.9123450 |
| aou + silicate | Pacific | (26.5,26.75] | 0.8043551 | 0.7265892 | 0.8650664 |
| aou + silicate | Pacific | (26.75,27] | 0.8349006 | 0.7926731 | 0.8614095 |
| aou + silicate | Pacific | (27,27.25] | 0.9110446 | 0.8945505 | 0.9222051 |
| aou + silicate | Pacific | (27.25,27.5] | 0.9324912 | 0.9067385 | 0.9466309 |
| aou + silicate | Pacific | (27.5,27.75] | 0.9365379 | 0.9274046 | 0.9418767 |
| aou + silicate | Pacific | (27.75,27.85] | 0.9655654 | 0.9552316 | 0.9726921 |
| aou + silicate | Pacific | (27.85,27.95] | 0.9598253 | 0.9496916 | 0.9679698 |
| aou + silicate | Pacific | (27.95,28.05] | 0.9500895 | 0.9411987 | 0.9600416 |
| aou + silicate | Pacific | (28.05,28.1] | 0.9826776 | 0.9809358 | 0.9836412 |
| aou + silicate | Pacific | (28.1,28.2] | 0.8560136 | 0.8465031 | 0.8698589 |
| aou + silicate | Pacific | (28.2,28.3] | 0.7998841 | 0.7924907 | 0.8060979 |
| aou + silicate | Pacific | (28.3, Inf] | 0.9512645 | 0.9492568 | 0.9538241 |
| aou + silicate | SO | (26,26.5] | 0.8450765 | 0.7507306 | 0.9818847 |
| aou + silicate | SO | (26.5,26.75] | 0.9212028 | 0.8908472 | 0.9454511 |
| aou + silicate | SO | (26.75,27] | 0.8981724 | 0.8820786 | 0.9172241 |
| aou + silicate | SO | (27,27.25] | 0.8225092 | 0.7895175 | 0.8411877 |
| aou + silicate | SO | (27.25,27.5] | 0.7778007 | 0.7724793 | 0.7807418 |
| aou + silicate | SO | (27.5,27.75] | 0.8706320 | 0.8446034 | 0.8888979 |
| aou + silicate | SO | (27.75,27.85] | 0.9099613 | 0.8806334 | 0.9302629 |
| aou + silicate | SO | (27.85,27.95] | 0.8959054 | 0.8804547 | 0.9094358 |
| aou + silicate | SO | (27.95,28.05] | 0.9009843 | 0.8631032 | 0.9418327 |
| aou + silicate | SO | (28.05,28.1] | 0.9221779 | 0.9072430 | 0.9383515 |
| aou + silicate | SO | (28.1,28.15] | 0.7214146 | 0.6867160 | 0.7652367 |
| aou + silicate | SO | (28.1,28.2] | 0.9479597 | 0.9436533 | 0.9523946 |
| aou + silicate | SO | (28.15,28.2] | 0.8201723 | 0.7787225 | 0.8587707 |
| aou + silicate | SO | (28.2, Inf] | 0.0216531 | -0.2177290 | 0.1989027 |
| aou + silicate | SO | (28.2,28.3] | 0.9472710 | 0.9403439 | 0.9554438 |
| aou + silicate | SO | (28.3, Inf] | 0.6638890 | 0.6015082 | 0.7309705 |
| nitrate + phosphate | Atlantic | (-Inf,26] | 0.4754215 | 0.2888039 | 0.6354055 |
| nitrate + phosphate | Atlantic | (26,26.5] | 0.7297463 | 0.7098296 | 0.7613744 |
| nitrate + phosphate | Atlantic | (26.5,26.75] | 0.9417054 | 0.9338971 | 0.9480476 |
| nitrate + phosphate | Atlantic | (26.75,27] | 0.9728558 | 0.9652158 | 0.9818352 |
| nitrate + phosphate | Atlantic | (27,27.25] | 0.9771398 | 0.9755775 | 0.9779377 |
| nitrate + phosphate | Atlantic | (27.25,27.5] | 0.9879745 | 0.9840423 | 0.9903949 |
| nitrate + phosphate | Atlantic | (27.5,27.75] | 0.9946891 | 0.9938405 | 0.9951681 |
| nitrate + phosphate | Atlantic | (27.75,27.85] | 0.9968089 | 0.9967520 | 0.9968942 |
| nitrate + phosphate | Atlantic | (27.85,27.95] | 0.9982801 | 0.9978816 | 0.9985093 |
| nitrate + phosphate | Atlantic | (27.95,28.05] | 0.9983549 | 0.9976512 | 0.9988161 |
| nitrate + phosphate | Atlantic | (28.05,28.1] | 0.9992748 | 0.9990007 | 0.9994341 |
| nitrate + phosphate | Atlantic | (28.1,28.15] | 0.9988769 | 0.9984387 | 0.9991586 |
| nitrate + phosphate | Atlantic | (28.15,28.2] | 0.9900475 | 0.9881494 | 0.9913897 |
| nitrate + phosphate | Atlantic | (28.2, Inf] | 0.9969399 | 0.9960998 | 0.9979540 |
| nitrate + phosphate | Indian | (-Inf,26] | 0.9375990 | 0.9241085 | 0.9475343 |
| nitrate + phosphate | Indian | (26,26.5] | 0.8636368 | 0.8049936 | 0.9135198 |
| nitrate + phosphate | Indian | (26.5,26.75] | 0.9078309 | 0.8679827 | 0.9602997 |
| nitrate + phosphate | Indian | (26.75,27] | 0.9369748 | 0.9007242 | 0.9690698 |
| nitrate + phosphate | Indian | (27,27.25] | 0.9547189 | 0.9394171 | 0.9720271 |
| nitrate + phosphate | Indian | (27.25,27.5] | 0.9692350 | 0.9412718 | 0.9870078 |
| nitrate + phosphate | Indian | (27.5,27.75] | 0.9861402 | 0.9690050 | 0.9968623 |
| nitrate + phosphate | Indian | (27.75,27.85] | 0.9893483 | 0.9711284 | 0.9996802 |
| nitrate + phosphate | Indian | (27.85,27.95] | 0.9961378 | 0.9909696 | 0.9996012 |
| nitrate + phosphate | Indian | (27.95,28.05] | 0.9957045 | 0.9899392 | 0.9994878 |
| nitrate + phosphate | Indian | (28.05,28.1] | 0.9978342 | 0.9961024 | 0.9994784 |
| nitrate + phosphate | Indian | (28.1,28.2] | 0.9957725 | 0.9939646 | 0.9977737 |
| nitrate + phosphate | Indian | (28.2,28.3] | 0.9881533 | 0.9814596 | 0.9932645 |
| nitrate + phosphate | Indian | (28.3, Inf] | 0.9873226 | 0.9814202 | 0.9912292 |
| nitrate + phosphate | N_Atlantic | (-Inf,26] | -0.6617209 | -1.0000000 | -0.3234419 |
| nitrate + phosphate | N_Atlantic | (26,26.5] | 0.9452055 | 0.9334573 | 0.9569536 |
| nitrate + phosphate | N_Atlantic | (26.5,26.75] | 0.9169978 | 0.8693949 | 0.9458115 |
| nitrate + phosphate | N_Atlantic | (26.75,27] | 0.9526774 | 0.9348590 | 0.9685037 |
| nitrate + phosphate | N_Atlantic | (27,27.25] | 0.9855375 | 0.9757625 | 0.9937846 |
| nitrate + phosphate | N_Atlantic | (27.25,27.5] | 0.9853899 | 0.9823557 | 0.9878982 |
| nitrate + phosphate | N_Atlantic | (27.5,27.75] | 0.9903737 | 0.9900010 | 0.9906147 |
| nitrate + phosphate | N_Atlantic | (27.75,27.85] | 0.9949647 | 0.9921354 | 0.9965287 |
| nitrate + phosphate | N_Atlantic | (27.85,27.95] | 0.9941551 | 0.9930330 | 0.9956892 |
| nitrate + phosphate | N_Atlantic | (27.95,28.05] | 0.9917081 | 0.9880897 | 0.9949421 |
| nitrate + phosphate | N_Atlantic | (28.05,28.1] | 0.9876541 | 0.9816075 | 0.9907638 |
| nitrate + phosphate | N_Atlantic | (28.1,28.15] | 0.9873546 | 0.9866405 | 0.9877941 |
| nitrate + phosphate | N_Atlantic | (28.15,28.2] | 0.9978304 | 0.9968997 | 0.9986309 |
| nitrate + phosphate | N_Atlantic | (28.2, Inf] | 0.9978633 | 0.9970255 | 0.9983940 |
| nitrate + phosphate | N_Pacific | (-Inf,26] | 0.9453135 | 0.9230474 | 0.9785599 |
| nitrate + phosphate | N_Pacific | (26,26.5] | 0.9833381 | 0.9746530 | 0.9914474 |
| nitrate + phosphate | N_Pacific | (26.5,26.75] | 0.9891463 | 0.9813956 | 0.9974314 |
| nitrate + phosphate | N_Pacific | (26.75,27] | 0.9331436 | 0.9069789 | 0.9792837 |
| nitrate + phosphate | N_Pacific | (27,27.25] | 0.7079182 | 0.3384176 | 0.9323873 |
| nitrate + phosphate | N_Pacific | (27.25,27.5] | 0.5542630 | 0.3672217 | 0.7465098 |
| nitrate + phosphate | N_Pacific | (27.5,27.75] | 0.2659012 | 0.0683678 | 0.3746926 |
| nitrate + phosphate | N_Pacific | (27.75,27.85] | 0.4261299 | 0.3715178 | 0.4850677 |
| nitrate + phosphate | N_Pacific | (27.85,27.95] | 0.7253331 | 0.6846679 | 0.7824227 |
| nitrate + phosphate | N_Pacific | (27.95,28.05] | 0.9445974 | 0.9230675 | 0.9716281 |
| nitrate + phosphate | N_Pacific | (28.05,28.1] | 0.9854691 | 0.9800504 | 0.9943194 |
| nitrate + phosphate | N_Pacific | (28.1,28.2] | 0.9891422 | 0.9832865 | 0.9976182 |
| nitrate + phosphate | N_Pacific | (28.2,28.3] | 0.9970000 | 0.9952233 | 0.9988839 |
| nitrate + phosphate | N_Pacific | (28.3, Inf] | 0.9900151 | 0.9849784 | 0.9953425 |
| nitrate + phosphate | Pacific | (-Inf,26] | 0.9836982 | 0.9833210 | 0.9839840 |
| nitrate + phosphate | Pacific | (26,26.5] | 0.9433841 | 0.9316033 | 0.9542336 |
| nitrate + phosphate | Pacific | (26.5,26.75] | 0.8528213 | 0.8053090 | 0.9049103 |
| nitrate + phosphate | Pacific | (26.75,27] | 0.7885988 | 0.7457245 | 0.8228715 |
| nitrate + phosphate | Pacific | (27,27.25] | 0.8413254 | 0.8247964 | 0.8578476 |
| nitrate + phosphate | Pacific | (27.25,27.5] | 0.8272154 | 0.7401925 | 0.8715207 |
| nitrate + phosphate | Pacific | (27.5,27.75] | 0.9037162 | 0.8985866 | 0.9113585 |
| nitrate + phosphate | Pacific | (27.75,27.85] | 0.9791039 | 0.9720671 | 0.9841484 |
| nitrate + phosphate | Pacific | (27.85,27.95] | 0.9927676 | 0.9898385 | 0.9947668 |
| nitrate + phosphate | Pacific | (27.95,28.05] | 0.9985097 | 0.9983630 | 0.9987291 |
| nitrate + phosphate | Pacific | (28.05,28.1] | 0.9979923 | 0.9977334 | 0.9982368 |
| nitrate + phosphate | Pacific | (28.1,28.2] | 0.9949752 | 0.9946398 | 0.9954106 |
| nitrate + phosphate | Pacific | (28.2,28.3] | 0.9976367 | 0.9966651 | 0.9985751 |
| nitrate + phosphate | Pacific | (28.3, Inf] | 0.9953400 | 0.9948997 | 0.9957649 |
| nitrate + phosphate | SO | (26,26.5] | 0.9958146 | 0.9920238 | 0.9990012 |
| nitrate + phosphate | SO | (26.5,26.75] | 0.9737138 | 0.9448638 | 0.9932494 |
| nitrate + phosphate | SO | (26.75,27] | 0.9882837 | 0.9871047 | 0.9899989 |
| nitrate + phosphate | SO | (27,27.25] | 0.9965919 | 0.9963402 | 0.9967712 |
| nitrate + phosphate | SO | (27.25,27.5] | 0.9982815 | 0.9981000 | 0.9984426 |
| nitrate + phosphate | SO | (27.5,27.75] | 0.9989064 | 0.9986564 | 0.9991073 |
| nitrate + phosphate | SO | (27.75,27.85] | 0.9987593 | 0.9983904 | 0.9990894 |
| nitrate + phosphate | SO | (27.85,27.95] | 0.9973108 | 0.9961177 | 0.9985029 |
| nitrate + phosphate | SO | (27.95,28.05] | 0.9986536 | 0.9982352 | 0.9990253 |
| nitrate + phosphate | SO | (28.05,28.1] | 0.9981499 | 0.9979511 | 0.9985464 |
| nitrate + phosphate | SO | (28.1,28.15] | 0.9986471 | 0.9983983 | 0.9989435 |
| nitrate + phosphate | SO | (28.1,28.2] | 0.9979010 | 0.9972225 | 0.9984715 |
| nitrate + phosphate | SO | (28.15,28.2] | 0.9985220 | 0.9982414 | 0.9989076 |
| nitrate + phosphate | SO | (28.2, Inf] | 0.9119530 | 0.8908223 | 0.9286918 |
| nitrate + phosphate | SO | (28.2,28.3] | 0.9958004 | 0.9942894 | 0.9974363 |
| nitrate + phosphate | SO | (28.3, Inf] | 0.9777043 | 0.9721087 | 0.9811216 |
| nitrate + phosphate_star | Atlantic | (-Inf,26] | 0.2810740 | 0.0137262 | 0.5678225 |
| nitrate + phosphate_star | Atlantic | (26,26.5] | 0.2033467 | 0.0334384 | 0.3337305 |
| nitrate + phosphate_star | Atlantic | (26.5,26.75] | 0.3432502 | 0.2244966 | 0.4468199 |
| nitrate + phosphate_star | Atlantic | (26.75,27] | 0.1734003 | 0.1162562 | 0.2125980 |
| nitrate + phosphate_star | Atlantic | (27,27.25] | 0.1856602 | 0.1294827 | 0.2485702 |
| nitrate + phosphate_star | Atlantic | (27.25,27.5] | 0.4232695 | 0.3328596 | 0.4926402 |
| nitrate + phosphate_star | Atlantic | (27.5,27.75] | 0.7014442 | 0.6842975 | 0.7192094 |
| nitrate + phosphate_star | Atlantic | (27.75,27.85] | 0.8416659 | 0.8312048 | 0.8599856 |
| nitrate + phosphate_star | Atlantic | (27.85,27.95] | 0.9174013 | 0.8888107 | 0.9368834 |
| nitrate + phosphate_star | Atlantic | (27.95,28.05] | 0.9454393 | 0.9091040 | 0.9663661 |
| nitrate + phosphate_star | Atlantic | (28.05,28.1] | 0.9787994 | 0.9699980 | 0.9832022 |
| nitrate + phosphate_star | Atlantic | (28.1,28.15] | 0.9827697 | 0.9758513 | 0.9872436 |
| nitrate + phosphate_star | Atlantic | (28.15,28.2] | 0.9714188 | 0.9664401 | 0.9740417 |
| nitrate + phosphate_star | Atlantic | (28.2, Inf] | 0.9912880 | 0.9889241 | 0.9932160 |
| nitrate + phosphate_star | Indian | (-Inf,26] | 0.8425096 | 0.8136409 | 0.8672646 |
| nitrate + phosphate_star | Indian | (26,26.5] | 0.6378176 | 0.5437337 | 0.7549603 |
| nitrate + phosphate_star | Indian | (26.5,26.75] | 0.6259935 | 0.5940848 | 0.6852619 |
| nitrate + phosphate_star | Indian | (26.75,27] | 0.5727180 | 0.5666812 | 0.5826826 |
| nitrate + phosphate_star | Indian | (27,27.25] | 0.5982793 | 0.5471372 | 0.6305761 |
| nitrate + phosphate_star | Indian | (27.25,27.5] | 0.3594980 | 0.2872837 | 0.4487822 |
| nitrate + phosphate_star | Indian | (27.5,27.75] | 0.0223453 | -0.0541678 | 0.0968637 |
| nitrate + phosphate_star | Indian | (27.75,27.85] | -0.6500992 | -0.7000638 | -0.5624867 |
| nitrate + phosphate_star | Indian | (27.85,27.95] | -0.6718955 | -0.6931516 | -0.6552549 |
| nitrate + phosphate_star | Indian | (27.95,28.05] | -0.5330010 | -0.6346934 | -0.4532963 |
| nitrate + phosphate_star | Indian | (28.05,28.1] | -0.4598252 | -0.6345927 | -0.2968558 |
| nitrate + phosphate_star | Indian | (28.1,28.2] | 0.4590132 | 0.0244627 | 0.7208101 |
| nitrate + phosphate_star | Indian | (28.2,28.3] | 0.7057500 | 0.6030882 | 0.7635642 |
| nitrate + phosphate_star | Indian | (28.3, Inf] | 0.1831596 | 0.0199509 | 0.4796542 |
| nitrate + phosphate_star | N_Atlantic | (-Inf,26] | 0.9128719 | 0.8257438 | 1.0000000 |
| nitrate + phosphate_star | N_Atlantic | (26,26.5] | 0.2048703 | -0.4354625 | 0.8452032 |
| nitrate + phosphate_star | N_Atlantic | (26.5,26.75] | -0.2324867 | -0.6061813 | 0.3344055 |
| nitrate + phosphate_star | N_Atlantic | (26.75,27] | -0.6037358 | -0.7730698 | -0.3742385 |
| nitrate + phosphate_star | N_Atlantic | (27,27.25] | -0.8685831 | -0.9059567 | -0.8250036 |
| nitrate + phosphate_star | N_Atlantic | (27.25,27.5] | -0.6709724 | -0.7085514 | -0.6085040 |
| nitrate + phosphate_star | N_Atlantic | (27.5,27.75] | -0.3887291 | -0.4094781 | -0.3679888 |
| nitrate + phosphate_star | N_Atlantic | (27.75,27.85] | 0.1333896 | 0.0138771 | 0.2191304 |
| nitrate + phosphate_star | N_Atlantic | (27.85,27.95] | 0.4947963 | 0.4455499 | 0.5507395 |
| nitrate + phosphate_star | N_Atlantic | (27.95,28.05] | 0.7566282 | 0.7092259 | 0.8030450 |
| nitrate + phosphate_star | N_Atlantic | (28.05,28.1] | 0.8847613 | 0.8583929 | 0.9050046 |
| nitrate + phosphate_star | N_Atlantic | (28.1,28.15] | 0.9010306 | 0.8897181 | 0.9067282 |
| nitrate + phosphate_star | N_Atlantic | (28.15,28.2] | 0.9702242 | 0.9630682 | 0.9748959 |
| nitrate + phosphate_star | N_Atlantic | (28.2, Inf] | 0.9964621 | 0.9948605 | 0.9994801 |
| nitrate + phosphate_star | N_Pacific | (-Inf,26] | -0.2792563 | -0.6860174 | -0.0176462 |
| nitrate + phosphate_star | N_Pacific | (26,26.5] | 0.3264588 | 0.1921859 | 0.4286069 |
| nitrate + phosphate_star | N_Pacific | (26.5,26.75] | 0.4873144 | 0.3493977 | 0.5714121 |
| nitrate + phosphate_star | N_Pacific | (26.75,27] | 0.0751920 | -0.0425089 | 0.1762147 |
| nitrate + phosphate_star | N_Pacific | (27,27.25] | 0.0922978 | -0.2617035 | 0.3054682 |
| nitrate + phosphate_star | N_Pacific | (27.25,27.5] | 0.4870982 | 0.4142053 | 0.6241612 |
| nitrate + phosphate_star | N_Pacific | (27.5,27.75] | 0.3761335 | 0.2000529 | 0.4696673 |
| nitrate + phosphate_star | N_Pacific | (27.75,27.85] | 0.3463330 | 0.3009071 | 0.3724291 |
| nitrate + phosphate_star | N_Pacific | (27.85,27.95] | 0.0136944 | -0.0973491 | 0.1424047 |
| nitrate + phosphate_star | N_Pacific | (27.95,28.05] | -0.4497005 | -0.5380284 | -0.3627099 |
| nitrate + phosphate_star | N_Pacific | (28.05,28.1] | -0.6098480 | -0.6221417 | -0.6008427 |
| nitrate + phosphate_star | N_Pacific | (28.1,28.2] | -0.8494463 | -0.8552450 | -0.8464019 |
| nitrate + phosphate_star | N_Pacific | (28.2,28.3] | -0.4777314 | -0.5030802 | -0.4625682 |
| nitrate + phosphate_star | N_Pacific | (28.3, Inf] | -0.9238450 | -0.9992316 | -0.8292204 |
| nitrate + phosphate_star | Pacific | (-Inf,26] | 0.8159500 | 0.7718031 | 0.8692207 |
| nitrate + phosphate_star | Pacific | (26,26.5] | 0.8340298 | 0.7712490 | 0.8757132 |
| nitrate + phosphate_star | Pacific | (26.5,26.75] | 0.7774762 | 0.6477267 | 0.8714163 |
| nitrate + phosphate_star | Pacific | (26.75,27] | 0.7481176 | 0.6834610 | 0.7876325 |
| nitrate + phosphate_star | Pacific | (27,27.25] | 0.7350384 | 0.7321801 | 0.7399984 |
| nitrate + phosphate_star | Pacific | (27.25,27.5] | 0.5874231 | 0.4923498 | 0.6620634 |
| nitrate + phosphate_star | Pacific | (27.5,27.75] | 0.4422342 | 0.4089811 | 0.5036173 |
| nitrate + phosphate_star | Pacific | (27.75,27.85] | 0.2594791 | 0.0782992 | 0.4020550 |
| nitrate + phosphate_star | Pacific | (27.85,27.95] | 0.2759950 | 0.2218920 | 0.3774204 |
| nitrate + phosphate_star | Pacific | (27.95,28.05] | 0.2431098 | 0.1983521 | 0.2695320 |
| nitrate + phosphate_star | Pacific | (28.05,28.1] | 0.5164563 | 0.4817678 | 0.5558202 |
| nitrate + phosphate_star | Pacific | (28.1,28.2] | 0.2396915 | 0.1246300 | 0.3829854 |
| nitrate + phosphate_star | Pacific | (28.2,28.3] | 0.1488350 | 0.0317956 | 0.2293186 |
| nitrate + phosphate_star | Pacific | (28.3, Inf] | -0.8334473 | -0.8487639 | -0.8076396 |
| nitrate + phosphate_star | SO | (26,26.5] | -0.0940921 | -0.8365525 | 0.5106974 |
| nitrate + phosphate_star | SO | (26.5,26.75] | 0.5215257 | 0.0780073 | 0.8004798 |
| nitrate + phosphate_star | SO | (26.75,27] | 0.6942055 | 0.6540839 | 0.7293777 |
| nitrate + phosphate_star | SO | (27,27.25] | 0.4981000 | 0.4788760 | 0.5299006 |
| nitrate + phosphate_star | SO | (27.25,27.5] | 0.0802828 | 0.0471158 | 0.0992730 |
| nitrate + phosphate_star | SO | (27.5,27.75] | -0.0234676 | -0.0528077 | -0.0041948 |
| nitrate + phosphate_star | SO | (27.75,27.85] | -0.5327007 | -0.5767905 | -0.4856837 |
| nitrate + phosphate_star | SO | (27.85,27.95] | -0.4648566 | -0.5231741 | -0.3770279 |
| nitrate + phosphate_star | SO | (27.95,28.05] | -0.3056016 | -0.5666208 | -0.0466517 |
| nitrate + phosphate_star | SO | (28.05,28.1] | -0.1067507 | -0.3009730 | 0.1514754 |
| nitrate + phosphate_star | SO | (28.1,28.15] | 0.8060064 | 0.7807398 | 0.8250922 |
| nitrate + phosphate_star | SO | (28.1,28.2] | -0.3833317 | -0.4988522 | -0.2455297 |
| nitrate + phosphate_star | SO | (28.15,28.2] | 0.7951538 | 0.7381417 | 0.9041842 |
| nitrate + phosphate_star | SO | (28.2, Inf] | 0.6361968 | 0.5983725 | 0.6955684 |
| nitrate + phosphate_star | SO | (28.2,28.3] | -0.4759657 | -0.5458287 | -0.3700286 |
| nitrate + phosphate_star | SO | (28.3, Inf] | -0.4747373 | -0.6763909 | -0.3322575 |
| nitrate + silicate | Atlantic | (-Inf,26] | 0.5114381 | -0.1893827 | 0.8920979 |
| nitrate + silicate | Atlantic | (26,26.5] | 0.6684622 | 0.5733687 | 0.7201871 |
| nitrate + silicate | Atlantic | (26.5,26.75] | 0.7725876 | 0.7621493 | 0.7790005 |
| nitrate + silicate | Atlantic | (26.75,27] | 0.8214808 | 0.7939293 | 0.8502127 |
| nitrate + silicate | Atlantic | (27,27.25] | 0.6259081 | 0.5766064 | 0.6554779 |
| nitrate + silicate | Atlantic | (27.25,27.5] | 0.5949488 | 0.5264904 | 0.6436658 |
| nitrate + silicate | Atlantic | (27.5,27.75] | 0.7348190 | 0.7031988 | 0.7534894 |
| nitrate + silicate | Atlantic | (27.75,27.85] | 0.8099977 | 0.7884231 | 0.8429460 |
| nitrate + silicate | Atlantic | (27.85,27.95] | 0.8881644 | 0.8488447 | 0.9200031 |
| nitrate + silicate | Atlantic | (27.95,28.05] | 0.9286495 | 0.8845196 | 0.9511000 |
| nitrate + silicate | Atlantic | (28.05,28.1] | 0.9622060 | 0.9441251 | 0.9732297 |
| nitrate + silicate | Atlantic | (28.1,28.15] | 0.9638827 | 0.9490729 | 0.9713630 |
| nitrate + silicate | Atlantic | (28.15,28.2] | 0.9029907 | 0.8924109 | 0.9133492 |
| nitrate + silicate | Atlantic | (28.2, Inf] | 0.9658240 | 0.9527506 | 0.9782091 |
| nitrate + silicate | Indian | (-Inf,26] | 0.8312187 | 0.7711074 | 0.8612866 |
| nitrate + silicate | Indian | (26,26.5] | 0.7881001 | 0.7514765 | 0.8175591 |
| nitrate + silicate | Indian | (26.5,26.75] | 0.8588505 | 0.8184795 | 0.9114596 |
| nitrate + silicate | Indian | (26.75,27] | 0.9099780 | 0.8752526 | 0.9379938 |
| nitrate + silicate | Indian | (27,27.25] | 0.9451239 | 0.9302022 | 0.9648403 |
| nitrate + silicate | Indian | (27.25,27.5] | 0.9645127 | 0.9400516 | 0.9827599 |
| nitrate + silicate | Indian | (27.5,27.75] | 0.9747173 | 0.9664187 | 0.9870474 |
| nitrate + silicate | Indian | (27.75,27.85] | 0.9786521 | 0.9636696 | 0.9942001 |
| nitrate + silicate | Indian | (27.85,27.95] | 0.9804586 | 0.9726040 | 0.9910205 |
| nitrate + silicate | Indian | (27.95,28.05] | 0.9695796 | 0.9577828 | 0.9829267 |
| nitrate + silicate | Indian | (28.05,28.1] | 0.9829536 | 0.9765673 | 0.9911628 |
| nitrate + silicate | Indian | (28.1,28.2] | 0.8910630 | 0.8230498 | 0.9298792 |
| nitrate + silicate | Indian | (28.2,28.3] | 0.7217822 | 0.6610325 | 0.7531987 |
| nitrate + silicate | Indian | (28.3, Inf] | 0.8200023 | 0.7298520 | 0.9036930 |
| nitrate + silicate | N_Atlantic | (-Inf,26] | 0.9808496 | 0.9616992 | 1.0000000 |
| nitrate + silicate | N_Atlantic | (26,26.5] | 0.8946298 | 0.8680248 | 0.9212347 |
| nitrate + silicate | N_Atlantic | (26.5,26.75] | 0.8033717 | 0.7422702 | 0.8837135 |
| nitrate + silicate | N_Atlantic | (26.75,27] | 0.8841135 | 0.8509221 | 0.9037561 |
| nitrate + silicate | N_Atlantic | (27,27.25] | 0.9534657 | 0.9304065 | 0.9719882 |
| nitrate + silicate | N_Atlantic | (27.25,27.5] | 0.9604162 | 0.9482570 | 0.9686444 |
| nitrate + silicate | N_Atlantic | (27.5,27.75] | 0.9591294 | 0.9537774 | 0.9651793 |
| nitrate + silicate | N_Atlantic | (27.75,27.85] | 0.7271998 | 0.6053964 | 0.8048179 |
| nitrate + silicate | N_Atlantic | (27.85,27.95] | 0.5710965 | 0.5154001 | 0.6437100 |
| nitrate + silicate | N_Atlantic | (27.95,28.05] | 0.5958549 | 0.4646241 | 0.6646380 |
| nitrate + silicate | N_Atlantic | (28.05,28.1] | 0.2546875 | 0.0313410 | 0.5412459 |
| nitrate + silicate | N_Atlantic | (28.1,28.15] | 0.6585569 | 0.6349946 | 0.6811782 |
| nitrate + silicate | N_Atlantic | (28.15,28.2] | 0.9714417 | 0.9675321 | 0.9764619 |
| nitrate + silicate | N_Atlantic | (28.2, Inf] | 0.9813973 | 0.9761690 | 0.9906799 |
| nitrate + silicate | N_Pacific | (-Inf,26] | 0.8494607 | 0.7740378 | 0.9000415 |
| nitrate + silicate | N_Pacific | (26,26.5] | 0.8676948 | 0.8242905 | 0.9223614 |
| nitrate + silicate | N_Pacific | (26.5,26.75] | 0.8889582 | 0.8772407 | 0.8979472 |
| nitrate + silicate | N_Pacific | (26.75,27] | 0.8230115 | 0.7861155 | 0.8425755 |
| nitrate + silicate | N_Pacific | (27,27.25] | 0.7245924 | 0.6347384 | 0.8126846 |
| nitrate + silicate | N_Pacific | (27.25,27.5] | 0.6813131 | 0.6211556 | 0.7648696 |
| nitrate + silicate | N_Pacific | (27.5,27.75] | 0.6201905 | 0.5489299 | 0.7124814 |
| nitrate + silicate | N_Pacific | (27.75,27.85] | 0.7186793 | 0.7045595 | 0.7287704 |
| nitrate + silicate | N_Pacific | (27.85,27.95] | 0.7043691 | 0.5252259 | 0.8012798 |
| nitrate + silicate | N_Pacific | (27.95,28.05] | 0.3713474 | 0.0938525 | 0.6042992 |
| nitrate + silicate | N_Pacific | (28.05,28.1] | 0.6743778 | 0.5578633 | 0.8218638 |
| nitrate + silicate | N_Pacific | (28.1,28.2] | 0.2082701 | 0.1917170 | 0.2344004 |
| nitrate + silicate | N_Pacific | (28.2,28.3] | 0.8593122 | 0.8296045 | 0.8871268 |
| nitrate + silicate | N_Pacific | (28.3, Inf] | 0.9784179 | 0.9592653 | 0.9948761 |
| nitrate + silicate | Pacific | (-Inf,26] | 0.9113322 | 0.8880775 | 0.9419171 |
| nitrate + silicate | Pacific | (26,26.5] | 0.9380225 | 0.9043111 | 0.9568745 |
| nitrate + silicate | Pacific | (26.5,26.75] | 0.8994731 | 0.8413272 | 0.9480514 |
| nitrate + silicate | Pacific | (26.75,27] | 0.8742128 | 0.8374868 | 0.9000950 |
| nitrate + silicate | Pacific | (27,27.25] | 0.9061928 | 0.8970086 | 0.9126743 |
| nitrate + silicate | Pacific | (27.25,27.5] | 0.8917416 | 0.8376253 | 0.9221489 |
| nitrate + silicate | Pacific | (27.5,27.75] | 0.9357119 | 0.9332317 | 0.9373622 |
| nitrate + silicate | Pacific | (27.75,27.85] | 0.9720287 | 0.9621100 | 0.9813252 |
| nitrate + silicate | Pacific | (27.85,27.95] | 0.9694734 | 0.9580972 | 0.9784984 |
| nitrate + silicate | Pacific | (27.95,28.05] | 0.9573682 | 0.9437390 | 0.9663105 |
| nitrate + silicate | Pacific | (28.05,28.1] | 0.9726836 | 0.9684280 | 0.9750365 |
| nitrate + silicate | Pacific | (28.1,28.2] | 0.8646690 | 0.8521571 | 0.8805268 |
| nitrate + silicate | Pacific | (28.2,28.3] | 0.7949207 | 0.7892630 | 0.8061410 |
| nitrate + silicate | Pacific | (28.3, Inf] | 0.9580701 | 0.9517298 | 0.9627497 |
| nitrate + silicate | SO | (26,26.5] | 0.7703894 | 0.6490412 | 0.9893260 |
| nitrate + silicate | SO | (26.5,26.75] | 0.7101260 | 0.6678972 | 0.7688844 |
| nitrate + silicate | SO | (26.75,27] | 0.7933511 | 0.7752473 | 0.8256130 |
| nitrate + silicate | SO | (27,27.25] | 0.9394359 | 0.9383130 | 0.9405778 |
| nitrate + silicate | SO | (27.25,27.5] | 0.9668537 | 0.9648490 | 0.9688801 |
| nitrate + silicate | SO | (27.5,27.75] | 0.9665754 | 0.9602784 | 0.9717690 |
| nitrate + silicate | SO | (27.75,27.85] | 0.9708372 | 0.9652575 | 0.9761379 |
| nitrate + silicate | SO | (27.85,27.95] | 0.9696642 | 0.9628365 | 0.9795157 |
| nitrate + silicate | SO | (27.95,28.05] | 0.9707868 | 0.9675215 | 0.9746918 |
| nitrate + silicate | SO | (28.05,28.1] | 0.9436546 | 0.9244542 | 0.9609517 |
| nitrate + silicate | SO | (28.1,28.15] | 0.8849079 | 0.8620321 | 0.9047986 |
| nitrate + silicate | SO | (28.1,28.2] | 0.9459649 | 0.9221843 | 0.9664039 |
| nitrate + silicate | SO | (28.15,28.2] | 0.8375790 | 0.8150056 | 0.8640748 |
| nitrate + silicate | SO | (28.2, Inf] | 0.5766954 | 0.5110633 | 0.6315325 |
| nitrate + silicate | SO | (28.2,28.3] | 0.9053859 | 0.8755989 | 0.9381548 |
| nitrate + silicate | SO | (28.3, Inf] | 0.8686615 | 0.8557972 | 0.8831886 |
| phosphate + phosphate_star | Atlantic | (-Inf,26] | 0.6638135 | 0.5086812 | 0.9062334 |
| phosphate + phosphate_star | Atlantic | (26,26.5] | 0.6795506 | 0.5385330 | 0.7508502 |
| phosphate + phosphate_star | Atlantic | (26.5,26.75] | 0.5622127 | 0.4621407 | 0.6156270 |
| phosphate + phosphate_star | Atlantic | (26.75,27] | 0.3466921 | 0.2783319 | 0.3866152 |
| phosphate + phosphate_star | Atlantic | (27,27.25] | 0.3534056 | 0.3122968 | 0.3863520 |
| phosphate + phosphate_star | Atlantic | (27.25,27.5] | 0.5472882 | 0.4863036 | 0.6063515 |
| phosphate + phosphate_star | Atlantic | (27.5,27.75] | 0.7665734 | 0.7466955 | 0.7811864 |
| phosphate + phosphate_star | Atlantic | (27.75,27.85] | 0.8815486 | 0.8726299 | 0.8978654 |
| phosphate + phosphate_star | Atlantic | (27.85,27.95] | 0.9386951 | 0.9161590 | 0.9545984 |
| phosphate + phosphate_star | Atlantic | (27.95,28.05] | 0.9600748 | 0.9324570 | 0.9760688 |
| phosphate + phosphate_star | Atlantic | (28.05,28.1] | 0.9852168 | 0.9789704 | 0.9883444 |
| phosphate + phosphate_star | Atlantic | (28.1,28.15] | 0.9890247 | 0.9847520 | 0.9919081 |
| phosphate + phosphate_star | Atlantic | (28.15,28.2] | 0.9898073 | 0.9878497 | 0.9913175 |
| phosphate + phosphate_star | Atlantic | (28.2, Inf] | 0.9957213 | 0.9953257 | 0.9964351 |
| phosphate + phosphate_star | Indian | (-Inf,26] | 0.9196706 | 0.9098393 | 0.9371350 |
| phosphate + phosphate_star | Indian | (26,26.5] | 0.8172972 | 0.8116426 | 0.8266995 |
| phosphate + phosphate_star | Indian | (26.5,26.75] | 0.7549476 | 0.6998038 | 0.7907870 |
| phosphate + phosphate_star | Indian | (26.75,27] | 0.6484718 | 0.5724974 | 0.6910726 |
| phosphate + phosphate_star | Indian | (27,27.25] | 0.6103223 | 0.5367426 | 0.6618825 |
| phosphate + phosphate_star | Indian | (27.25,27.5] | 0.3264700 | 0.2396068 | 0.4123910 |
| phosphate + phosphate_star | Indian | (27.5,27.75] | -0.0269305 | -0.0873080 | 0.0338289 |
| phosphate + phosphate_star | Indian | (27.75,27.85] | -0.6540439 | -0.7007296 | -0.5725471 |
| phosphate + phosphate_star | Indian | (27.85,27.95] | -0.6786760 | -0.6943295 | -0.6587210 |
| phosphate + phosphate_star | Indian | (27.95,28.05] | -0.5401085 | -0.6351855 | -0.4696090 |
| phosphate + phosphate_star | Indian | (28.05,28.1] | -0.4689292 | -0.6234979 | -0.3177640 |
| phosphate + phosphate_star | Indian | (28.1,28.2] | 0.4815127 | 0.0882320 | 0.7250370 |
| phosphate + phosphate_star | Indian | (28.2,28.3] | 0.7752718 | 0.7098698 | 0.8199089 |
| phosphate + phosphate_star | Indian | (28.3, Inf] | 0.2261895 | 0.0653870 | 0.4977362 |
| phosphate + phosphate_star | N_Atlantic | (-Inf,26] | -0.5166531 | -1.0000000 | -0.0333061 |
| phosphate + phosphate_star | N_Atlantic | (26,26.5] | 0.4016516 | -0.1771946 | 0.9804979 |
| phosphate + phosphate_star | N_Atlantic | (26.5,26.75] | 0.1094556 | -0.3253906 | 0.7417475 |
| phosphate + phosphate_star | N_Atlantic | (26.75,27] | -0.4012240 | -0.5961258 | -0.2090079 |
| phosphate + phosphate_star | N_Atlantic | (27,27.25] | -0.7987753 | -0.8631064 | -0.7205952 |
| phosphate + phosphate_star | N_Atlantic | (27.25,27.5] | -0.5485664 | -0.6010238 | -0.4598029 |
| phosphate + phosphate_star | N_Atlantic | (27.5,27.75] | -0.2697415 | -0.2949947 | -0.2459501 |
| phosphate + phosphate_star | N_Atlantic | (27.75,27.85] | 0.2231838 | 0.0929868 | 0.2927802 |
| phosphate + phosphate_star | N_Atlantic | (27.85,27.95] | 0.5824727 | 0.5396511 | 0.6220381 |
| phosphate + phosphate_star | N_Atlantic | (27.95,28.05] | 0.8282654 | 0.8062410 | 0.8569851 |
| phosphate + phosphate_star | N_Atlantic | (28.05,28.1] | 0.9322732 | 0.9220325 | 0.9425617 |
| phosphate + phosphate_star | N_Atlantic | (28.1,28.15] | 0.9339848 | 0.9256957 | 0.9441715 |
| phosphate + phosphate_star | N_Atlantic | (28.15,28.2] | 0.9787481 | 0.9755744 | 0.9804582 |
| phosphate + phosphate_star | N_Atlantic | (28.2, Inf] | 0.9974427 | 0.9942396 | 0.9990749 |
| phosphate + phosphate_star | N_Pacific | (-Inf,26] | 0.0112023 | -0.5317430 | 0.3275960 |
| phosphate + phosphate_star | N_Pacific | (26,26.5] | 0.4522797 | 0.3639425 | 0.5528285 |
| phosphate + phosphate_star | N_Pacific | (26.5,26.75] | 0.5198361 | 0.4152784 | 0.5934817 |
| phosphate + phosphate_star | N_Pacific | (26.75,27] | 0.1825577 | 0.0680619 | 0.3140422 |
| phosphate + phosphate_star | N_Pacific | (27,27.25] | 0.2603757 | 0.0207555 | 0.4307371 |
| phosphate + phosphate_star | N_Pacific | (27.25,27.5] | 0.8762231 | 0.8468799 | 0.9282913 |
| phosphate + phosphate_star | N_Pacific | (27.5,27.75] | 0.8235592 | 0.8104828 | 0.8451437 |
| phosphate + phosphate_star | N_Pacific | (27.75,27.85] | 0.5665872 | 0.5396479 | 0.6043839 |
| phosphate + phosphate_star | N_Pacific | (27.85,27.95] | 0.0794698 | 0.0099072 | 0.1808555 |
| phosphate + phosphate_star | N_Pacific | (27.95,28.05] | -0.5118002 | -0.5432041 | -0.4850284 |
| phosphate + phosphate_star | N_Pacific | (28.05,28.1] | -0.6483581 | -0.6614466 | -0.6406439 |
| phosphate + phosphate_star | N_Pacific | (28.1,28.2] | -0.8501517 | -0.8663792 | -0.8417923 |
| phosphate + phosphate_star | N_Pacific | (28.2,28.3] | -0.4500850 | -0.4916780 | -0.4158397 |
| phosphate + phosphate_star | N_Pacific | (28.3, Inf] | -0.9325496 | -0.9922112 | -0.8972309 |
| phosphate + phosphate_star | Pacific | (-Inf,26] | 0.7933042 | 0.7493597 | 0.8453088 |
| phosphate + phosphate_star | Pacific | (26,26.5] | 0.8410723 | 0.7733096 | 0.8893758 |
| phosphate + phosphate_star | Pacific | (26.5,26.75] | 0.8058593 | 0.6832505 | 0.8823520 |
| phosphate + phosphate_star | Pacific | (26.75,27] | 0.8546037 | 0.7920646 | 0.9001118 |
| phosphate + phosphate_star | Pacific | (27,27.25] | 0.8513972 | 0.8213290 | 0.8834697 |
| phosphate + phosphate_star | Pacific | (27.25,27.5] | 0.7336211 | 0.6784284 | 0.7857177 |
| phosphate + phosphate_star | Pacific | (27.5,27.75] | 0.5158608 | 0.4683703 | 0.5843093 |
| phosphate + phosphate_star | Pacific | (27.75,27.85] | 0.2991731 | 0.1177113 | 0.4576035 |
| phosphate + phosphate_star | Pacific | (27.85,27.95] | 0.2708152 | 0.2184129 | 0.3747924 |
| phosphate + phosphate_star | Pacific | (27.95,28.05] | 0.2134902 | 0.1723044 | 0.2417545 |
| phosphate + phosphate_star | Pacific | (28.05,28.1] | 0.4855880 | 0.4504336 | 0.5215363 |
| phosphate + phosphate_star | Pacific | (28.1,28.2] | 0.1968493 | 0.0786080 | 0.3399733 |
| phosphate + phosphate_star | Pacific | (28.2,28.3] | 0.1464646 | 0.0237906 | 0.2268398 |
| phosphate + phosphate_star | Pacific | (28.3, Inf] | -0.8304265 | -0.8446683 | -0.8025890 |
| phosphate + phosphate_star | SO | (26,26.5] | -0.0286127 | -0.8142108 | 0.5740036 |
| phosphate + phosphate_star | SO | (26.5,26.75] | 0.6213511 | 0.2692685 | 0.8447986 |
| phosphate + phosphate_star | SO | (26.75,27] | 0.7168659 | 0.6914332 | 0.7413022 |
| phosphate + phosphate_star | SO | (27,27.25] | 0.5301385 | 0.5131649 | 0.5597034 |
| phosphate + phosphate_star | SO | (27.25,27.5] | 0.1089729 | 0.0764346 | 0.1294044 |
| phosphate + phosphate_star | SO | (27.5,27.75] | -0.0234198 | -0.0528505 | -0.0042290 |
| phosphate + phosphate_star | SO | (27.75,27.85] | -0.5199367 | -0.5662427 | -0.4677271 |
| phosphate + phosphate_star | SO | (27.85,27.95] | -0.4449196 | -0.5105410 | -0.3534732 |
| phosphate + phosphate_star | SO | (27.95,28.05] | -0.2960954 | -0.5595260 | -0.0370753 |
| phosphate + phosphate_star | SO | (28.05,28.1] | -0.1187695 | -0.3058313 | 0.1307135 |
| phosphate + phosphate_star | SO | (28.1,28.15] | 0.8037846 | 0.7800604 | 0.8189390 |
| phosphate + phosphate_star | SO | (28.1,28.2] | -0.3981800 | -0.5024782 | -0.2773144 |
| phosphate + phosphate_star | SO | (28.15,28.2] | 0.7956412 | 0.7454784 | 0.8942881 |
| phosphate + phosphate_star | SO | (28.2, Inf] | 0.7759428 | 0.7186213 | 0.8186098 |
| phosphate + phosphate_star | SO | (28.2,28.3] | -0.5095672 | -0.5665345 | -0.4185558 |
| phosphate + phosphate_star | SO | (28.3, Inf] | -0.3299814 | -0.5660019 | -0.1597960 |
| sal + aou | Atlantic | (-Inf,26] | 0.1765353 | -0.4257286 | 0.5903205 |
| sal + aou | Atlantic | (26,26.5] | -0.2829899 | -0.4691644 | -0.1096647 |
| sal + aou | Atlantic | (26.5,26.75] | 0.0757500 | -0.0284199 | 0.1522989 |
| sal + aou | Atlantic | (26.75,27] | 0.3106380 | 0.1840100 | 0.3824639 |
| sal + aou | Atlantic | (27,27.25] | 0.3487301 | 0.3274691 | 0.3639602 |
| sal + aou | Atlantic | (27.25,27.5] | 0.2038622 | 0.1395724 | 0.3235636 |
| sal + aou | Atlantic | (27.5,27.75] | -0.0296325 | -0.1043549 | 0.0703040 |
| sal + aou | Atlantic | (27.75,27.85] | -0.1689503 | -0.2596862 | -0.1153148 |
| sal + aou | Atlantic | (27.85,27.95] | -0.4438846 | -0.4640609 | -0.4189207 |
| sal + aou | Atlantic | (27.95,28.05] | -0.7324804 | -0.7853016 | -0.6314246 |
| sal + aou | Atlantic | (28.05,28.1] | -0.8902686 | -0.9139045 | -0.8573209 |
| sal + aou | Atlantic | (28.1,28.15] | -0.9508723 | -0.9552940 | -0.9449305 |
| sal + aou | Atlantic | (28.15,28.2] | -0.7959590 | -0.8286350 | -0.7575368 |
| sal + aou | Atlantic | (28.2, Inf] | -0.9624292 | -0.9678021 | -0.9551727 |
| sal + aou | Indian | (-Inf,26] | -0.3219635 | -0.7912294 | 0.1117020 |
| sal + aou | Indian | (26,26.5] | -0.5608819 | -0.7864750 | -0.3969375 |
| sal + aou | Indian | (26.5,26.75] | -0.4854695 | -0.5721688 | -0.4235864 |
| sal + aou | Indian | (26.75,27] | -0.2860198 | -0.3381294 | -0.2326718 |
| sal + aou | Indian | (27,27.25] | -0.0845337 | -0.1412749 | -0.0400608 |
| sal + aou | Indian | (27.25,27.5] | 0.4753381 | 0.3853692 | 0.5589988 |
| sal + aou | Indian | (27.5,27.75] | 0.8229634 | 0.7950287 | 0.8732417 |
| sal + aou | Indian | (27.75,27.85] | 0.9755285 | 0.9724494 | 0.9796762 |
| sal + aou | Indian | (27.85,27.95] | 0.9785275 | 0.9749740 | 0.9811591 |
| sal + aou | Indian | (27.95,28.05] | 0.9778331 | 0.9747380 | 0.9804417 |
| sal + aou | Indian | (28.05,28.1] | 0.9766501 | 0.9694149 | 0.9858835 |
| sal + aou | Indian | (28.1,28.2] | 0.8473201 | 0.8214909 | 0.8639279 |
| sal + aou | Indian | (28.2,28.3] | 0.1563570 | 0.0611505 | 0.2572109 |
| sal + aou | Indian | (28.3, Inf] | 0.7021729 | 0.4559970 | 0.8287633 |
| sal + aou | N_Atlantic | (-Inf,26] | 0.1935248 | -0.5838510 | 0.9709005 |
| sal + aou | N_Atlantic | (26,26.5] | -0.2326228 | -0.9797587 | 0.5145131 |
| sal + aou | N_Atlantic | (26.5,26.75] | 0.3464918 | -0.3017175 | 0.6897258 |
| sal + aou | N_Atlantic | (26.75,27] | 0.6807934 | 0.6050060 | 0.7688421 |
| sal + aou | N_Atlantic | (27,27.25] | 0.8461805 | 0.7453246 | 0.9068926 |
| sal + aou | N_Atlantic | (27.25,27.5] | 0.8609702 | 0.8450203 | 0.8733208 |
| sal + aou | N_Atlantic | (27.5,27.75] | 0.8032158 | 0.7331516 | 0.8477408 |
| sal + aou | N_Atlantic | (27.75,27.85] | 0.7193166 | 0.6865363 | 0.7644554 |
| sal + aou | N_Atlantic | (27.85,27.95] | 0.8441740 | 0.8320238 | 0.8608753 |
| sal + aou | N_Atlantic | (27.95,28.05] | 0.6600723 | 0.4279703 | 0.8401021 |
| sal + aou | N_Atlantic | (28.05,28.1] | 0.3748688 | 0.1838829 | 0.6500416 |
| sal + aou | N_Atlantic | (28.1,28.15] | 0.0634179 | -0.0494873 | 0.2108162 |
| sal + aou | N_Atlantic | (28.15,28.2] | -0.5515303 | -0.6745766 | -0.4208271 |
| sal + aou | N_Atlantic | (28.2, Inf] | -0.1618791 | -0.9536898 | 0.2368720 |
| sal + aou | N_Pacific | (-Inf,26] | 0.6522013 | 0.4721824 | 0.8883051 |
| sal + aou | N_Pacific | (26,26.5] | -0.1117115 | -0.3519779 | 0.0961031 |
| sal + aou | N_Pacific | (26.5,26.75] | -0.1675435 | -0.2203315 | -0.1329723 |
| sal + aou | N_Pacific | (26.75,27] | 0.4609772 | 0.3626485 | 0.5809130 |
| sal + aou | N_Pacific | (27,27.25] | 0.4303977 | 0.2831915 | 0.5881746 |
| sal + aou | N_Pacific | (27.25,27.5] | -0.2293973 | -0.4628984 | -0.0694704 |
| sal + aou | N_Pacific | (27.5,27.75] | -0.1613226 | -0.3205224 | -0.0465213 |
| sal + aou | N_Pacific | (27.75,27.85] | -0.1080274 | -0.1700183 | 0.0102955 |
| sal + aou | N_Pacific | (27.85,27.95] | -0.0554508 | -0.0727812 | -0.0339279 |
| sal + aou | N_Pacific | (27.95,28.05] | -0.3657706 | -0.4072781 | -0.3403342 |
| sal + aou | N_Pacific | (28.05,28.1] | 0.2244445 | 0.1788980 | 0.2666151 |
| sal + aou | N_Pacific | (28.1,28.2] | -0.8140199 | -0.8566576 | -0.7853373 |
| sal + aou | N_Pacific | (28.2,28.3] | -0.2826369 | -0.3990144 | -0.2142903 |
| sal + aou | N_Pacific | (28.3, Inf] | 0.9576965 | 0.9090346 | 0.9963004 |
| sal + aou | Pacific | (-Inf,26] | -0.2277933 | -0.2588026 | -0.1760415 |
| sal + aou | Pacific | (26,26.5] | -0.4945020 | -0.6212840 | -0.2858335 |
| sal + aou | Pacific | (26.5,26.75] | -0.5018110 | -0.6625328 | -0.2420740 |
| sal + aou | Pacific | (26.75,27] | -0.6097230 | -0.7156438 | -0.4442403 |
| sal + aou | Pacific | (27,27.25] | -0.7283763 | -0.7934088 | -0.6557356 |
| sal + aou | Pacific | (27.25,27.5] | -0.6643746 | -0.7706539 | -0.5133887 |
| sal + aou | Pacific | (27.5,27.75] | -0.4409408 | -0.5929906 | -0.2597051 |
| sal + aou | Pacific | (27.75,27.85] | 0.0007701 | -0.1359295 | 0.0702021 |
| sal + aou | Pacific | (27.85,27.95] | 0.3929917 | 0.3494403 | 0.4403645 |
| sal + aou | Pacific | (27.95,28.05] | 0.6404297 | 0.6357750 | 0.6474649 |
| sal + aou | Pacific | (28.05,28.1] | 0.8588026 | 0.8393870 | 0.8838775 |
| sal + aou | Pacific | (28.1,28.2] | 0.3768187 | 0.3220940 | 0.4267740 |
| sal + aou | Pacific | (28.2,28.3] | -0.0705303 | -0.0818974 | -0.0588363 |
| sal + aou | Pacific | (28.3, Inf] | 0.9513290 | 0.9406283 | 0.9593018 |
| sal + aou | SO | (26,26.5] | 0.4832235 | 0.0030926 | 0.9660739 |
| sal + aou | SO | (26.5,26.75] | -0.0228325 | -0.3691778 | 0.4089473 |
| sal + aou | SO | (26.75,27] | -0.0461506 | -0.1204290 | 0.0730740 |
| sal + aou | SO | (27,27.25] | 0.1027332 | 0.0338580 | 0.2224519 |
| sal + aou | SO | (27.25,27.5] | 0.6340274 | 0.5326449 | 0.6903108 |
| sal + aou | SO | (27.5,27.75] | 0.7164277 | 0.6896804 | 0.7577960 |
| sal + aou | SO | (27.75,27.85] | 0.8344206 | 0.8216424 | 0.8488159 |
| sal + aou | SO | (27.85,27.95] | 0.8556524 | 0.8353272 | 0.8791829 |
| sal + aou | SO | (27.95,28.05] | 0.8260399 | 0.7592657 | 0.8892818 |
| sal + aou | SO | (28.05,28.1] | 0.7713864 | 0.6693025 | 0.8421611 |
| sal + aou | SO | (28.1,28.15] | 0.2149615 | 0.1794590 | 0.2725744 |
| sal + aou | SO | (28.1,28.2] | 0.8600284 | 0.8214303 | 0.9030382 |
| sal + aou | SO | (28.15,28.2] | 0.0106275 | -0.1870880 | 0.1770309 |
| sal + aou | SO | (28.2, Inf] | 0.0849065 | -0.0831097 | 0.2240670 |
| sal + aou | SO | (28.2,28.3] | 0.8723238 | 0.8196756 | 0.9110018 |
| sal + aou | SO | (28.3, Inf] | 0.7515683 | 0.5062169 | 0.9030034 |
| sal + nitrate | Atlantic | (-Inf,26] | 0.0108933 | -0.7684367 | 0.7110416 |
| sal + nitrate | Atlantic | (26,26.5] | -0.2895432 | -0.4653927 | -0.1357046 |
| sal + nitrate | Atlantic | (26.5,26.75] | -0.0122052 | -0.1603542 | 0.1086780 |
| sal + nitrate | Atlantic | (26.75,27] | 0.2052991 | 0.0832052 | 0.2967606 |
| sal + nitrate | Atlantic | (27,27.25] | 0.0888130 | 0.0624564 | 0.1202925 |
| sal + nitrate | Atlantic | (27.25,27.5] | -0.2601687 | -0.3365731 | -0.1753260 |
| sal + nitrate | Atlantic | (27.5,27.75] | -0.5823552 | -0.5875436 | -0.5762101 |
| sal + nitrate | Atlantic | (27.75,27.85] | -0.7383587 | -0.7740907 | -0.6988808 |
| sal + nitrate | Atlantic | (27.85,27.95] | -0.8094480 | -0.8696055 | -0.7683775 |
| sal + nitrate | Atlantic | (27.95,28.05] | -0.8652028 | -0.9059851 | -0.8161163 |
| sal + nitrate | Atlantic | (28.05,28.1] | -0.9283488 | -0.9508752 | -0.9030438 |
| sal + nitrate | Atlantic | (28.1,28.15] | -0.9635919 | -0.9697099 | -0.9581845 |
| sal + nitrate | Atlantic | (28.15,28.2] | -0.8488739 | -0.8692751 | -0.8282354 |
| sal + nitrate | Atlantic | (28.2, Inf] | -0.9771963 | -0.9793360 | -0.9750198 |
| sal + nitrate | Indian | (-Inf,26] | -0.3260880 | -0.7798996 | 0.1020580 |
| sal + nitrate | Indian | (26,26.5] | -0.6108448 | -0.8685412 | -0.4790220 |
| sal + nitrate | Indian | (26.5,26.75] | -0.5690113 | -0.7272493 | -0.4426961 |
| sal + nitrate | Indian | (26.75,27] | -0.4322311 | -0.5382271 | -0.3513824 |
| sal + nitrate | Indian | (27,27.25] | -0.2801941 | -0.2983620 | -0.2441360 |
| sal + nitrate | Indian | (27.25,27.5] | 0.2312436 | 0.1590475 | 0.2978939 |
| sal + nitrate | Indian | (27.5,27.75] | 0.6515327 | 0.6122120 | 0.7243553 |
| sal + nitrate | Indian | (27.75,27.85] | 0.9455958 | 0.9410801 | 0.9503011 |
| sal + nitrate | Indian | (27.85,27.95] | 0.9594623 | 0.9527852 | 0.9662593 |
| sal + nitrate | Indian | (27.95,28.05] | 0.9656080 | 0.9592372 | 0.9738319 |
| sal + nitrate | Indian | (28.05,28.1] | 0.9707730 | 0.9615102 | 0.9789830 |
| sal + nitrate | Indian | (28.1,28.2] | 0.8335457 | 0.8179755 | 0.8484250 |
| sal + nitrate | Indian | (28.2,28.3] | 0.1481964 | 0.0052094 | 0.2759132 |
| sal + nitrate | Indian | (28.3, Inf] | 0.4962269 | 0.2796943 | 0.7005818 |
| sal + nitrate | N_Atlantic | (-Inf,26] | -0.9951019 | -1.0000000 | -0.9902038 |
| sal + nitrate | N_Atlantic | (26,26.5] | 0.1505915 | -0.3789708 | 0.6801537 |
| sal + nitrate | N_Atlantic | (26.5,26.75] | 0.4418570 | -0.1051572 | 0.7391443 |
| sal + nitrate | N_Atlantic | (26.75,27] | 0.8140140 | 0.7507369 | 0.8547371 |
| sal + nitrate | N_Atlantic | (27,27.25] | 0.9145134 | 0.8821028 | 0.9437570 |
| sal + nitrate | N_Atlantic | (27.25,27.5] | 0.8102133 | 0.7789533 | 0.8372173 |
| sal + nitrate | N_Atlantic | (27.5,27.75] | 0.8189581 | 0.7713403 | 0.8585514 |
| sal + nitrate | N_Atlantic | (27.75,27.85] | 0.9020945 | 0.8625801 | 0.9226681 |
| sal + nitrate | N_Atlantic | (27.85,27.95] | 0.9750020 | 0.9695165 | 0.9812652 |
| sal + nitrate | N_Atlantic | (27.95,28.05] | 0.7077082 | 0.1810767 | 0.9791877 |
| sal + nitrate | N_Atlantic | (28.05,28.1] | 0.7633740 | 0.6067807 | 0.8712618 |
| sal + nitrate | N_Atlantic | (28.1,28.15] | 0.3719087 | 0.1059588 | 0.5363056 |
| sal + nitrate | N_Atlantic | (28.15,28.2] | -0.6080646 | -0.7607302 | -0.4793865 |
| sal + nitrate | N_Atlantic | (28.2, Inf] | -0.3838517 | -0.9956404 | -0.0693271 |
| sal + nitrate | N_Pacific | (-Inf,26] | 0.5503584 | 0.3137135 | 0.9311738 |
| sal + nitrate | N_Pacific | (26,26.5] | -0.2113012 | -0.4270606 | -0.0274702 |
| sal + nitrate | N_Pacific | (26.5,26.75] | -0.2726129 | -0.3240305 | -0.2123623 |
| sal + nitrate | N_Pacific | (26.75,27] | 0.2071457 | 0.1114755 | 0.3032422 |
| sal + nitrate | N_Pacific | (27,27.25] | 0.1133954 | -0.2564728 | 0.4734642 |
| sal + nitrate | N_Pacific | (27.25,27.5] | -0.1412766 | -0.3622047 | 0.0182105 |
| sal + nitrate | N_Pacific | (27.5,27.75] | 0.1352465 | -0.1058038 | 0.3504973 |
| sal + nitrate | N_Pacific | (27.75,27.85] | -0.0572216 | -0.1035734 | -0.0257868 |
| sal + nitrate | N_Pacific | (27.85,27.95] | 0.0156122 | -0.1221759 | 0.0869934 |
| sal + nitrate | N_Pacific | (27.95,28.05] | -0.1920113 | -0.2752344 | -0.1135022 |
| sal + nitrate | N_Pacific | (28.05,28.1] | 0.2699991 | 0.2403190 | 0.2944033 |
| sal + nitrate | N_Pacific | (28.1,28.2] | -0.7923555 | -0.8365958 | -0.7689738 |
| sal + nitrate | N_Pacific | (28.2,28.3] | -0.2879023 | -0.4008804 | -0.2238264 |
| sal + nitrate | N_Pacific | (28.3, Inf] | 0.9177508 | 0.8009423 | 0.9975459 |
| sal + nitrate | Pacific | (-Inf,26] | -0.3751920 | -0.4275969 | -0.3143752 |
| sal + nitrate | Pacific | (26,26.5] | -0.6489908 | -0.7306213 | -0.4868024 |
| sal + nitrate | Pacific | (26.5,26.75] | -0.7102333 | -0.8167722 | -0.5369077 |
| sal + nitrate | Pacific | (26.75,27] | -0.7735976 | -0.8204962 | -0.6977728 |
| sal + nitrate | Pacific | (27,27.25] | -0.8276941 | -0.8515050 | -0.8113186 |
| sal + nitrate | Pacific | (27.25,27.5] | -0.7570220 | -0.8199694 | -0.6711671 |
| sal + nitrate | Pacific | (27.5,27.75] | -0.5275323 | -0.6565608 | -0.3694737 |
| sal + nitrate | Pacific | (27.75,27.85] | -0.0572480 | -0.2020666 | 0.0158612 |
| sal + nitrate | Pacific | (27.85,27.95] | 0.3897414 | 0.3454320 | 0.4367467 |
| sal + nitrate | Pacific | (27.95,28.05] | 0.6635319 | 0.6581674 | 0.6662238 |
| sal + nitrate | Pacific | (28.05,28.1] | 0.8450910 | 0.8227133 | 0.8730449 |
| sal + nitrate | Pacific | (28.1,28.2] | 0.3805144 | 0.3208719 | 0.4323444 |
| sal + nitrate | Pacific | (28.2,28.3] | -0.0904259 | -0.1014700 | -0.0705343 |
| sal + nitrate | Pacific | (28.3, Inf] | 0.9229796 | 0.9048017 | 0.9332321 |
| sal + nitrate | SO | (26,26.5] | 0.1903080 | -0.4252248 | 0.9404298 |
| sal + nitrate | SO | (26.5,26.75] | -0.5174248 | -0.7110492 | -0.2267649 |
| sal + nitrate | SO | (26.75,27] | -0.6259657 | -0.6392609 | -0.6037486 |
| sal + nitrate | SO | (27,27.25] | -0.4558867 | -0.4913043 | -0.3934186 |
| sal + nitrate | SO | (27.25,27.5] | 0.1010841 | 0.0094730 | 0.1504233 |
| sal + nitrate | SO | (27.5,27.75] | 0.3767607 | 0.3668756 | 0.3820797 |
| sal + nitrate | SO | (27.75,27.85] | 0.6524917 | 0.6055568 | 0.6804040 |
| sal + nitrate | SO | (27.85,27.95] | 0.6204735 | 0.5560235 | 0.6681289 |
| sal + nitrate | SO | (27.95,28.05] | 0.4830116 | 0.2484128 | 0.7129350 |
| sal + nitrate | SO | (28.05,28.1] | 0.3250276 | 0.0520239 | 0.5382852 |
| sal + nitrate | SO | (28.1,28.15] | -0.7404045 | -0.7657834 | -0.7121087 |
| sal + nitrate | SO | (28.1,28.2] | 0.6405657 | 0.5044450 | 0.7690099 |
| sal + nitrate | SO | (28.15,28.2] | -0.7417055 | -0.8570351 | -0.6500719 |
| sal + nitrate | SO | (28.2, Inf] | -0.1247246 | -0.2065212 | -0.0564296 |
| sal + nitrate | SO | (28.2,28.3] | 0.6786749 | 0.5517495 | 0.7989318 |
| sal + nitrate | SO | (28.3, Inf] | 0.7297123 | 0.4720716 | 0.8783814 |
| sal + phosphate | Atlantic | (-Inf,26] | 0.2053742 | 0.0361790 | 0.4657913 |
| sal + phosphate | Atlantic | (26,26.5] | -0.4795797 | -0.7120329 | -0.2589984 |
| sal + phosphate | Atlantic | (26.5,26.75] | -0.2182194 | -0.4061437 | -0.1096013 |
| sal + phosphate | Atlantic | (26.75,27] | 0.0482382 | -0.1012183 | 0.1515968 |
| sal + phosphate | Atlantic | (27,27.25] | -0.0821243 | -0.1265693 | -0.0544318 |
| sal + phosphate | Atlantic | (27.25,27.5] | -0.3943277 | -0.4607464 | -0.3389729 |
| sal + phosphate | Atlantic | (27.5,27.75] | -0.6567184 | -0.6650066 | -0.6458750 |
| sal + phosphate | Atlantic | (27.75,27.85] | -0.7881391 | -0.8214776 | -0.7521582 |
| sal + phosphate | Atlantic | (27.85,27.95] | -0.8405160 | -0.8948787 | -0.8068452 |
| sal + phosphate | Atlantic | (27.95,28.05] | -0.8781850 | -0.9164322 | -0.8394628 |
| sal + phosphate | Atlantic | (28.05,28.1] | -0.9381732 | -0.9582746 | -0.9167144 |
| sal + phosphate | Atlantic | (28.1,28.15] | -0.9647938 | -0.9717138 | -0.9605350 |
| sal + phosphate | Atlantic | (28.15,28.2] | -0.7725849 | -0.7990742 | -0.7396678 |
| sal + phosphate | Atlantic | (28.2, Inf] | -0.9595374 | -0.9641656 | -0.9534438 |
| sal + phosphate | Indian | (-Inf,26] | -0.3926402 | -0.8316392 | 0.0052363 |
| sal + phosphate | Indian | (26,26.5] | -0.6287054 | -0.8558805 | -0.4458316 |
| sal + phosphate | Indian | (26.5,26.75] | -0.5728739 | -0.6758286 | -0.5030455 |
| sal + phosphate | Indian | (26.75,27] | -0.4058158 | -0.4877313 | -0.3416204 |
| sal + phosphate | Indian | (27,27.25] | -0.2199626 | -0.2630466 | -0.1952617 |
| sal + phosphate | Indian | (27.25,27.5] | 0.3150719 | 0.2293937 | 0.4252072 |
| sal + phosphate | Indian | (27.5,27.75] | 0.7004417 | 0.6556722 | 0.7816688 |
| sal + phosphate | Indian | (27.75,27.85] | 0.9561348 | 0.9502433 | 0.9621417 |
| sal + phosphate | Indian | (27.85,27.95] | 0.9651862 | 0.9602196 | 0.9698125 |
| sal + phosphate | Indian | (27.95,28.05] | 0.9712099 | 0.9664323 | 0.9763090 |
| sal + phosphate | Indian | (28.05,28.1] | 0.9743938 | 0.9668331 | 0.9835815 |
| sal + phosphate | Indian | (28.1,28.2] | 0.8584091 | 0.8457148 | 0.8716249 |
| sal + phosphate | Indian | (28.2,28.3] | 0.2516254 | 0.1561222 | 0.3518050 |
| sal + phosphate | Indian | (28.3, Inf] | 0.5242908 | 0.3424225 | 0.6962869 |
| sal + phosphate | N_Atlantic | (-Inf,26] | 0.7240815 | 0.4481630 | 1.0000000 |
| sal + phosphate | N_Atlantic | (26,26.5] | -0.1218662 | -0.6854811 | 0.4417487 |
| sal + phosphate | N_Atlantic | (26.5,26.75] | 0.1089338 | -0.5731913 | 0.4928002 |
| sal + phosphate | N_Atlantic | (26.75,27] | 0.6450852 | 0.5873006 | 0.6939103 |
| sal + phosphate | N_Atlantic | (27,27.25] | 0.8478073 | 0.7720608 | 0.9066996 |
| sal + phosphate | N_Atlantic | (27.25,27.5] | 0.7114207 | 0.6574676 | 0.7515627 |
| sal + phosphate | N_Atlantic | (27.5,27.75] | 0.7546923 | 0.6962541 | 0.8071417 |
| sal + phosphate | N_Atlantic | (27.75,27.85] | 0.9109755 | 0.8741400 | 0.9298429 |
| sal + phosphate | N_Atlantic | (27.85,27.95] | 0.9772501 | 0.9725841 | 0.9800220 |
| sal + phosphate | N_Atlantic | (27.95,28.05] | 0.6986512 | 0.1524664 | 0.9814694 |
| sal + phosphate | N_Atlantic | (28.05,28.1] | 0.7887103 | 0.6485805 | 0.8882846 |
| sal + phosphate | N_Atlantic | (28.1,28.15] | 0.4750094 | 0.2502239 | 0.6189930 |
| sal + phosphate | N_Atlantic | (28.15,28.2] | -0.5887880 | -0.7455727 | -0.4586778 |
| sal + phosphate | N_Atlantic | (28.2, Inf] | -0.3441568 | -0.9859567 | -0.0126583 |
| sal + phosphate | N_Pacific | (-Inf,26] | 0.2933444 | -0.0169735 | 0.8559330 |
| sal + phosphate | N_Pacific | (26,26.5] | -0.3478522 | -0.5592163 | -0.2104865 |
| sal + phosphate | N_Pacific | (26.5,26.75] | -0.2912047 | -0.3260177 | -0.2239807 |
| sal + phosphate | N_Pacific | (26.75,27] | 0.1506179 | 0.0962286 | 0.2551222 |
| sal + phosphate | N_Pacific | (27,27.25] | 0.1520024 | 0.0200208 | 0.2770541 |
| sal + phosphate | N_Pacific | (27.25,27.5] | -0.0762382 | -0.2736766 | 0.0824691 |
| sal + phosphate | N_Pacific | (27.5,27.75] | 0.1777808 | 0.0167437 | 0.2713087 |
| sal + phosphate | N_Pacific | (27.75,27.85] | 0.1077935 | 0.0208891 | 0.2365744 |
| sal + phosphate | N_Pacific | (27.85,27.95] | 0.1774604 | 0.1500072 | 0.2248374 |
| sal + phosphate | N_Pacific | (27.95,28.05] | -0.2172944 | -0.2533143 | -0.1942986 |
| sal + phosphate | N_Pacific | (28.05,28.1] | 0.2499857 | 0.2276478 | 0.2643915 |
| sal + phosphate | N_Pacific | (28.1,28.2] | -0.8090166 | -0.8515992 | -0.7744687 |
| sal + phosphate | N_Pacific | (28.2,28.3] | -0.3077588 | -0.4208555 | -0.2389486 |
| sal + phosphate | N_Pacific | (28.3, Inf] | 0.9380491 | 0.8788275 | 0.9974397 |
| sal + phosphate | Pacific | (-Inf,26] | -0.2987006 | -0.3570708 | -0.2482549 |
| sal + phosphate | Pacific | (26,26.5] | -0.5762917 | -0.6704596 | -0.3917714 |
| sal + phosphate | Pacific | (26.5,26.75] | -0.5929690 | -0.7284300 | -0.3626269 |
| sal + phosphate | Pacific | (26.75,27] | -0.6630767 | -0.7580778 | -0.5144375 |
| sal + phosphate | Pacific | (27,27.25] | -0.7513523 | -0.8113328 | -0.6849447 |
| sal + phosphate | Pacific | (27.25,27.5] | -0.6647864 | -0.7705917 | -0.5175685 |
| sal + phosphate | Pacific | (27.5,27.75] | -0.4179293 | -0.5701446 | -0.2351929 |
| sal + phosphate | Pacific | (27.75,27.85] | 0.0156799 | -0.1194579 | 0.0882726 |
| sal + phosphate | Pacific | (27.85,27.95] | 0.4175265 | 0.3746569 | 0.4635389 |
| sal + phosphate | Pacific | (27.95,28.05] | 0.6640523 | 0.6593544 | 0.6682471 |
| sal + phosphate | Pacific | (28.05,28.1] | 0.8611009 | 0.8400446 | 0.8872482 |
| sal + phosphate | Pacific | (28.1,28.2] | 0.3919767 | 0.3319681 | 0.4432968 |
| sal + phosphate | Pacific | (28.2,28.3] | -0.0657373 | -0.0825297 | -0.0484702 |
| sal + phosphate | Pacific | (28.3, Inf] | 0.9408581 | 0.9262920 | 0.9485856 |
| sal + phosphate | SO | (26,26.5] | 0.1321650 | -0.4821159 | 0.9244638 |
| sal + phosphate | SO | (26.5,26.75] | -0.6077600 | -0.7602660 | -0.3763289 |
| sal + phosphate | SO | (26.75,27] | -0.6506009 | -0.6600279 | -0.6391161 |
| sal + phosphate | SO | (27,27.25] | -0.4972795 | -0.5293063 | -0.4388286 |
| sal + phosphate | SO | (27.25,27.5] | 0.0651649 | -0.0275728 | 0.1124325 |
| sal + phosphate | SO | (27.5,27.75] | 0.3742016 | 0.3650943 | 0.3804142 |
| sal + phosphate | SO | (27.75,27.85] | 0.6457653 | 0.5941322 | 0.6777794 |
| sal + phosphate | SO | (27.85,27.95] | 0.6047519 | 0.5368638 | 0.6592317 |
| sal + phosphate | SO | (27.95,28.05] | 0.4763546 | 0.2428961 | 0.7092847 |
| sal + phosphate | SO | (28.05,28.1] | 0.3390894 | 0.0762267 | 0.5442037 |
| sal + phosphate | SO | (28.1,28.15] | -0.7384906 | -0.7601563 | -0.7133332 |
| sal + phosphate | SO | (28.1,28.2] | 0.6573882 | 0.5416553 | 0.7718130 |
| sal + phosphate | SO | (28.15,28.2] | -0.7392079 | -0.8456998 | -0.6528852 |
| sal + phosphate | SO | (28.2, Inf] | 0.1931103 | 0.1349891 | 0.2408983 |
| sal + phosphate | SO | (28.2,28.3] | 0.7207374 | 0.6203178 | 0.8167531 |
| sal + phosphate | SO | (28.3, Inf] | 0.7551499 | 0.5120921 | 0.8779442 |
| sal + phosphate_star | Atlantic | (-Inf,26] | 0.3256027 | -0.0609275 | 0.8735717 |
| sal + phosphate_star | Atlantic | (26,26.5] | -0.7719673 | -0.8281215 | -0.7014549 |
| sal + phosphate_star | Atlantic | (26.5,26.75] | -0.8421266 | -0.9168542 | -0.7925265 |
| sal + phosphate_star | Atlantic | (26.75,27] | -0.8516953 | -0.8945415 | -0.8238690 |
| sal + phosphate_star | Atlantic | (27,27.25] | -0.9397400 | -0.9502459 | -0.9222625 |
| sal + phosphate_star | Atlantic | (27.25,27.5] | -0.9781696 | -0.9814891 | -0.9764338 |
| sal + phosphate_star | Atlantic | (27.5,27.75] | -0.9799892 | -0.9832402 | -0.9740031 |
| sal + phosphate_star | Atlantic | (27.75,27.85] | -0.9786190 | -0.9851825 | -0.9699598 |
| sal + phosphate_star | Atlantic | (27.85,27.95] | -0.9634185 | -0.9826395 | -0.9463076 |
| sal + phosphate_star | Atlantic | (27.95,28.05] | -0.9395367 | -0.9616435 | -0.9233148 |
| sal + phosphate_star | Atlantic | (28.05,28.1] | -0.9654349 | -0.9802676 | -0.9511736 |
| sal + phosphate_star | Atlantic | (28.1,28.15] | -0.9660496 | -0.9764750 | -0.9583687 |
| sal + phosphate_star | Atlantic | (28.15,28.2] | -0.7463917 | -0.7722231 | -0.7124659 |
| sal + phosphate_star | Atlantic | (28.2, Inf] | -0.9567834 | -0.9686670 | -0.9454696 |
| sal + phosphate_star | Indian | (-Inf,26] | -0.5157774 | -0.8340240 | -0.1494731 |
| sal + phosphate_star | Indian | (26,26.5] | -0.7811306 | -0.9084399 | -0.6393532 |
| sal + phosphate_star | Indian | (26.5,26.75] | -0.8287549 | -0.9215184 | -0.7684467 |
| sal + phosphate_star | Indian | (26.75,27] | -0.8399604 | -0.9285894 | -0.7801968 |
| sal + phosphate_star | Indian | (27,27.25] | -0.8336971 | -0.8956646 | -0.7957157 |
| sal + phosphate_star | Indian | (27.25,27.5] | -0.7434764 | -0.8419033 | -0.6485838 |
| sal + phosphate_star | Indian | (27.5,27.75] | -0.7167080 | -0.7616791 | -0.6763574 |
| sal + phosphate_star | Indian | (27.75,27.85] | -0.8267408 | -0.8636104 | -0.7747216 |
| sal + phosphate_star | Indian | (27.85,27.95] | -0.8106149 | -0.8281130 | -0.7789508 |
| sal + phosphate_star | Indian | (27.95,28.05] | -0.6321344 | -0.6940076 | -0.5777125 |
| sal + phosphate_star | Indian | (28.05,28.1] | -0.5398408 | -0.6809458 | -0.4043528 |
| sal + phosphate_star | Indian | (28.1,28.2] | 0.5479273 | 0.3003830 | 0.6996845 |
| sal + phosphate_star | Indian | (28.2,28.3] | 0.6425365 | 0.6342163 | 0.6502018 |
| sal + phosphate_star | Indian | (28.3, Inf] | -0.5775721 | -0.7152244 | -0.4981671 |
| sal + phosphate_star | N_Atlantic | (-Inf,26] | -0.8951451 | -1.0000000 | -0.7902902 |
| sal + phosphate_star | N_Atlantic | (26,26.5] | -0.8695658 | -0.9242530 | -0.8148786 |
| sal + phosphate_star | N_Atlantic | (26.5,26.75] | -0.9454641 | -0.9609723 | -0.9246742 |
| sal + phosphate_star | N_Atlantic | (26.75,27] | -0.8258443 | -0.8909856 | -0.7358781 |
| sal + phosphate_star | N_Atlantic | (27,27.25] | -0.9462195 | -0.9656513 | -0.9092483 |
| sal + phosphate_star | N_Atlantic | (27.25,27.5] | -0.9548520 | -0.9601278 | -0.9462297 |
| sal + phosphate_star | N_Atlantic | (27.5,27.75] | -0.7796830 | -0.8007788 | -0.7532147 |
| sal + phosphate_star | N_Atlantic | (27.75,27.85] | 0.1426882 | 0.0318779 | 0.2219547 |
| sal + phosphate_star | N_Atlantic | (27.85,27.95] | 0.5182735 | 0.4717254 | 0.5828207 |
| sal + phosphate_star | N_Atlantic | (27.95,28.05] | 0.4100979 | -0.2930915 | 0.8149268 |
| sal + phosphate_star | N_Atlantic | (28.05,28.1] | 0.7350639 | 0.6395931 | 0.7937838 |
| sal + phosphate_star | N_Atlantic | (28.1,28.15] | 0.5517595 | 0.3886383 | 0.6477461 |
| sal + phosphate_star | N_Atlantic | (28.15,28.2] | -0.6119547 | -0.7800535 | -0.4888632 |
| sal + phosphate_star | N_Atlantic | (28.2, Inf] | -0.3241203 | -0.9980885 | 0.0228143 |
| sal + phosphate_star | N_Pacific | (-Inf,26] | -0.8663689 | -0.9343651 | -0.7737351 |
| sal + phosphate_star | N_Pacific | (26,26.5] | -0.9049301 | -0.9337886 | -0.8539235 |
| sal + phosphate_star | N_Pacific | (26.5,26.75] | -0.8058373 | -0.8804362 | -0.7046579 |
| sal + phosphate_star | N_Pacific | (26.75,27] | -0.8652203 | -0.8876820 | -0.8469394 |
| sal + phosphate_star | N_Pacific | (27,27.25] | -0.8245996 | -0.8755276 | -0.7980911 |
| sal + phosphate_star | N_Pacific | (27.25,27.5] | -0.0689170 | -0.1431607 | 0.0279674 |
| sal + phosphate_star | N_Pacific | (27.5,27.75] | 0.5386411 | 0.4580823 | 0.6896239 |
| sal + phosphate_star | N_Pacific | (27.75,27.85] | 0.7600313 | 0.6969537 | 0.8476325 |
| sal + phosphate_star | N_Pacific | (27.85,27.95] | 0.9556102 | 0.9498968 | 0.9598870 |
| sal + phosphate_star | N_Pacific | (27.95,28.05] | 0.9045781 | 0.8918157 | 0.9149044 |
| sal + phosphate_star | N_Pacific | (28.05,28.1] | 0.1230580 | -0.1473544 | 0.3054084 |
| sal + phosphate_star | N_Pacific | (28.1,28.2] | 0.8007591 | 0.7707109 | 0.8276545 |
| sal + phosphate_star | N_Pacific | (28.2,28.3] | -0.3701744 | -0.4321878 | -0.2535999 |
| sal + phosphate_star | N_Pacific | (28.3, Inf] | -0.9953451 | -0.9978541 | -0.9913167 |
| sal + phosphate_star | Pacific | (-Inf,26] | -0.5992510 | -0.6522722 | -0.5235697 |
| sal + phosphate_star | Pacific | (26,26.5] | -0.8342499 | -0.8732785 | -0.7933348 |
| sal + phosphate_star | Pacific | (26.5,26.75] | -0.8928114 | -0.9206868 | -0.8450151 |
| sal + phosphate_star | Pacific | (26.75,27] | -0.8482929 | -0.8908571 | -0.7848544 |
| sal + phosphate_star | Pacific | (27,27.25] | -0.8114379 | -0.8441866 | -0.7800353 |
| sal + phosphate_star | Pacific | (27.25,27.5] | -0.5902131 | -0.6700513 | -0.5015603 |
| sal + phosphate_star | Pacific | (27.5,27.75] | -0.2144033 | -0.3020260 | -0.1224853 |
| sal + phosphate_star | Pacific | (27.75,27.85] | -0.1072954 | -0.1661979 | -0.0410441 |
| sal + phosphate_star | Pacific | (27.85,27.95] | 0.3257769 | 0.2733137 | 0.3812929 |
| sal + phosphate_star | Pacific | (27.95,28.05] | 0.5604964 | 0.5252771 | 0.5955164 |
| sal + phosphate_star | Pacific | (28.05,28.1] | 0.4543766 | 0.4189775 | 0.5116114 |
| sal + phosphate_star | Pacific | (28.1,28.2] | 0.5568256 | 0.5426894 | 0.5759877 |
| sal + phosphate_star | Pacific | (28.2,28.3] | -0.0589122 | -0.1331898 | 0.0441914 |
| sal + phosphate_star | Pacific | (28.3, Inf] | -0.9165203 | -0.9265587 | -0.9075996 |
| sal + phosphate_star | SO | (26,26.5] | -0.9157494 | -0.9409454 | -0.8921350 |
| sal + phosphate_star | SO | (26.5,26.75] | -0.9472605 | -0.9541936 | -0.9425913 |
| sal + phosphate_star | SO | (26.75,27] | -0.9448534 | -0.9459113 | -0.9437830 |
| sal + phosphate_star | SO | (27,27.25] | -0.9557872 | -0.9587696 | -0.9527952 |
| sal + phosphate_star | SO | (27.25,27.5] | -0.9448504 | -0.9484049 | -0.9401645 |
| sal + phosphate_star | SO | (27.5,27.75] | -0.8898510 | -0.9054902 | -0.8725247 |
| sal + phosphate_star | SO | (27.75,27.85] | -0.9517624 | -0.9618786 | -0.9388255 |
| sal + phosphate_star | SO | (27.85,27.95] | -0.9612623 | -0.9636055 | -0.9568164 |
| sal + phosphate_star | SO | (27.95,28.05] | -0.9543130 | -0.9586570 | -0.9503795 |
| sal + phosphate_star | SO | (28.05,28.1] | -0.9473647 | -0.9610673 | -0.9317630 |
| sal + phosphate_star | SO | (28.1,28.15] | -0.9773722 | -0.9852263 | -0.9695185 |
| sal + phosphate_star | SO | (28.1,28.2] | -0.8416230 | -0.8629812 | -0.8284538 |
| sal + phosphate_star | SO | (28.15,28.2] | -0.9611428 | -0.9801190 | -0.9310559 |
| sal + phosphate_star | SO | (28.2, Inf] | 0.0095178 | -0.0681429 | 0.0840737 |
| sal + phosphate_star | SO | (28.2,28.3] | -0.8498174 | -0.8716543 | -0.8286374 |
| sal + phosphate_star | SO | (28.3, Inf] | -0.4599419 | -0.6152277 | -0.2618417 |
| sal + silicate | Atlantic | (-Inf,26] | -0.3868826 | -0.8226964 | 0.4037898 |
| sal + silicate | Atlantic | (26,26.5] | 0.0637918 | -0.0098574 | 0.1682343 |
| sal + silicate | Atlantic | (26.5,26.75] | 0.1633580 | 0.0115186 | 0.3012706 |
| sal + silicate | Atlantic | (26.75,27] | -0.1261959 | -0.1789507 | -0.0228442 |
| sal + silicate | Atlantic | (27,27.25] | -0.6648760 | -0.7216161 | -0.6210669 |
| sal + silicate | Atlantic | (27.25,27.5] | -0.9018133 | -0.9046997 | -0.9001287 |
| sal + silicate | Atlantic | (27.5,27.75] | -0.9311397 | -0.9390346 | -0.9225479 |
| sal + silicate | Atlantic | (27.75,27.85] | -0.9733868 | -0.9796874 | -0.9648518 |
| sal + silicate | Atlantic | (27.85,27.95] | -0.9744958 | -0.9844514 | -0.9625945 |
| sal + silicate | Atlantic | (27.95,28.05] | -0.9566242 | -0.9700564 | -0.9452063 |
| sal + silicate | Atlantic | (28.05,28.1] | -0.9696540 | -0.9799161 | -0.9604732 |
| sal + silicate | Atlantic | (28.1,28.15] | -0.9378278 | -0.9526607 | -0.9261367 |
| sal + silicate | Atlantic | (28.15,28.2] | -0.5688991 | -0.5864464 | -0.5448561 |
| sal + silicate | Atlantic | (28.2, Inf] | -0.9072950 | -0.9328629 | -0.8795449 |
| sal + silicate | Indian | (-Inf,26] | -0.6302869 | -0.9099639 | -0.4135874 |
| sal + silicate | Indian | (26,26.5] | -0.6832327 | -0.7990100 | -0.5436574 |
| sal + silicate | Indian | (26.5,26.75] | -0.6100497 | -0.6339909 | -0.5976939 |
| sal + silicate | Indian | (26.75,27] | -0.4117246 | -0.4636160 | -0.3735675 |
| sal + silicate | Indian | (27,27.25] | -0.3163467 | -0.4043427 | -0.1890273 |
| sal + silicate | Indian | (27.25,27.5] | 0.1935134 | 0.0546295 | 0.2742828 |
| sal + silicate | Indian | (27.5,27.75] | 0.5597321 | 0.4497684 | 0.6568672 |
| sal + silicate | Indian | (27.75,27.85] | 0.9323384 | 0.9124184 | 0.9447420 |
| sal + silicate | Indian | (27.85,27.95] | 0.9529191 | 0.9480305 | 0.9575444 |
| sal + silicate | Indian | (27.95,28.05] | 0.9643895 | 0.9583786 | 0.9713622 |
| sal + silicate | Indian | (28.05,28.1] | 0.9878651 | 0.9842462 | 0.9932833 |
| sal + silicate | Indian | (28.1,28.2] | 0.9545399 | 0.9478386 | 0.9579047 |
| sal + silicate | Indian | (28.2,28.3] | 0.7460215 | 0.7099057 | 0.7947696 |
| sal + silicate | Indian | (28.3, Inf] | 0.6830022 | 0.5402816 | 0.7647906 |
| sal + silicate | N_Atlantic | (-Inf,26] | -0.9913738 | -1.0000000 | -0.9827476 |
| sal + silicate | N_Atlantic | (26,26.5] | 0.5187728 | 0.1288922 | 0.9086534 |
| sal + silicate | N_Atlantic | (26.5,26.75] | 0.5518955 | 0.5133646 | 0.6105459 |
| sal + silicate | N_Atlantic | (26.75,27] | 0.9022544 | 0.8701635 | 0.9302856 |
| sal + silicate | N_Atlantic | (27,27.25] | 0.9672022 | 0.9579752 | 0.9747132 |
| sal + silicate | N_Atlantic | (27.25,27.5] | 0.8570930 | 0.8216438 | 0.8848910 |
| sal + silicate | N_Atlantic | (27.5,27.75] | 0.8456801 | 0.8250011 | 0.8566252 |
| sal + silicate | N_Atlantic | (27.75,27.85] | 0.7881422 | 0.6999073 | 0.8575563 |
| sal + silicate | N_Atlantic | (27.85,27.95] | 0.6027470 | 0.5402484 | 0.6807415 |
| sal + silicate | N_Atlantic | (27.95,28.05] | 0.4831189 | 0.1638999 | 0.7306004 |
| sal + silicate | N_Atlantic | (28.05,28.1] | 0.4591620 | 0.2546173 | 0.7057207 |
| sal + silicate | N_Atlantic | (28.1,28.15] | 0.7562179 | 0.7022450 | 0.8078189 |
| sal + silicate | N_Atlantic | (28.15,28.2] | -0.5616356 | -0.7282531 | -0.4235484 |
| sal + silicate | N_Atlantic | (28.2, Inf] | -0.2627847 | -0.9750140 | 0.1035463 |
| sal + silicate | N_Pacific | (-Inf,26] | 0.4285075 | 0.0162698 | 0.7024348 |
| sal + silicate | N_Pacific | (26,26.5] | 0.0241462 | -0.3634154 | 0.2266115 |
| sal + silicate | N_Pacific | (26.5,26.75] | 0.0404654 | 0.0003504 | 0.1074234 |
| sal + silicate | N_Pacific | (26.75,27] | 0.4983588 | 0.4314003 | 0.5440549 |
| sal + silicate | N_Pacific | (27,27.25] | 0.4096859 | 0.3537195 | 0.4765099 |
| sal + silicate | N_Pacific | (27.25,27.5] | 0.2105015 | 0.0232065 | 0.3365269 |
| sal + silicate | N_Pacific | (27.5,27.75] | 0.3031924 | 0.1533418 | 0.4656970 |
| sal + silicate | N_Pacific | (27.75,27.85] | 0.2035933 | 0.1392843 | 0.3116910 |
| sal + silicate | N_Pacific | (27.85,27.95] | 0.4041505 | 0.2778075 | 0.5198024 |
| sal + silicate | N_Pacific | (27.95,28.05] | 0.4639430 | 0.4147186 | 0.5425754 |
| sal + silicate | N_Pacific | (28.05,28.1] | 0.4610077 | 0.3689410 | 0.5079568 |
| sal + silicate | N_Pacific | (28.1,28.2] | 0.1808344 | 0.0236322 | 0.3365365 |
| sal + silicate | N_Pacific | (28.2,28.3] | 0.0358429 | -0.1002445 | 0.1202359 |
| sal + silicate | N_Pacific | (28.3, Inf] | 0.9596960 | 0.9290085 | 0.9970785 |
| sal + silicate | Pacific | (-Inf,26] | -0.6062492 | -0.6528496 | -0.5533121 |
| sal + silicate | Pacific | (26,26.5] | -0.7597102 | -0.7908960 | -0.6992855 |
| sal + silicate | Pacific | (26.5,26.75] | -0.8265472 | -0.8674030 | -0.7480376 |
| sal + silicate | Pacific | (26.75,27] | -0.8668460 | -0.9114261 | -0.8133369 |
| sal + silicate | Pacific | (27,27.25] | -0.8958494 | -0.9219495 | -0.8677932 |
| sal + silicate | Pacific | (27.25,27.5] | -0.8182458 | -0.8746686 | -0.7394956 |
| sal + silicate | Pacific | (27.5,27.75] | -0.5536847 | -0.6654111 | -0.4285995 |
| sal + silicate | Pacific | (27.75,27.85] | -0.1039160 | -0.2243507 | -0.0243408 |
| sal + silicate | Pacific | (27.85,27.95] | 0.4053722 | 0.3851225 | 0.4175355 |
| sal + silicate | Pacific | (27.95,28.05] | 0.7750298 | 0.7657327 | 0.7819190 |
| sal + silicate | Pacific | (28.05,28.1] | 0.9123309 | 0.8969472 | 0.9341129 |
| sal + silicate | Pacific | (28.1,28.2] | 0.7799854 | 0.7540974 | 0.7936795 |
| sal + silicate | Pacific | (28.2,28.3] | 0.4568844 | 0.4407212 | 0.4868108 |
| sal + silicate | Pacific | (28.3, Inf] | 0.9450490 | 0.9358324 | 0.9507597 |
| sal + silicate | SO | (26,26.5] | 0.6355400 | 0.2843200 | 0.9762064 |
| sal + silicate | SO | (26.5,26.75] | 0.0727876 | -0.2677254 | 0.5035419 |
| sal + silicate | SO | (26.75,27] | -0.1333968 | -0.1995624 | -0.0694816 |
| sal + silicate | SO | (27,27.25] | -0.2925366 | -0.3195447 | -0.2506745 |
| sal + silicate | SO | (27.25,27.5] | 0.0966796 | -0.0112793 | 0.1515119 |
| sal + silicate | SO | (27.5,27.75] | 0.3616066 | 0.3584519 | 0.3668824 |
| sal + silicate | SO | (27.75,27.85] | 0.6259535 | 0.5454728 | 0.6708321 |
| sal + silicate | SO | (27.85,27.95] | 0.5912479 | 0.5249064 | 0.6535781 |
| sal + silicate | SO | (27.95,28.05] | 0.5617686 | 0.3842110 | 0.7547209 |
| sal + silicate | SO | (28.05,28.1] | 0.5365554 | 0.3631449 | 0.6716629 |
| sal + silicate | SO | (28.1,28.15] | -0.4191029 | -0.4567984 | -0.3874784 |
| sal + silicate | SO | (28.1,28.2] | 0.7872062 | 0.7546015 | 0.8303212 |
| sal + silicate | SO | (28.15,28.2] | -0.3490800 | -0.4963876 | -0.1981120 |
| sal + silicate | SO | (28.2, Inf] | 0.5866871 | 0.5579275 | 0.6394382 |
| sal + silicate | SO | (28.2,28.3] | 0.8655599 | 0.8530046 | 0.8738943 |
| sal + silicate | SO | (28.3, Inf] | 0.7355137 | 0.5404930 | 0.8578032 |
| sal + temp | Atlantic | (-Inf,26] | -0.2546599 | -0.9228907 | 0.6295231 |
| sal + temp | Atlantic | (26,26.5] | 0.9272816 | 0.9109892 | 0.9396009 |
| sal + temp | Atlantic | (26.5,26.75] | 0.9655247 | 0.9564213 | 0.9734663 |
| sal + temp | Atlantic | (26.75,27] | 0.9625831 | 0.9606045 | 0.9664477 |
| sal + temp | Atlantic | (27,27.25] | 0.9581834 | 0.9561411 | 0.9607515 |
| sal + temp | Atlantic | (27.25,27.5] | 0.9511018 | 0.9492629 | 0.9526355 |
| sal + temp | Atlantic | (27.5,27.75] | 0.9241507 | 0.9097261 | 0.9324136 |
| sal + temp | Atlantic | (27.75,27.85] | 0.9705386 | 0.9672184 | 0.9754172 |
| sal + temp | Atlantic | (27.85,27.95] | 0.9472511 | 0.9286045 | 0.9670438 |
| sal + temp | Atlantic | (27.95,28.05] | 0.8714825 | 0.8176037 | 0.8994864 |
| sal + temp | Atlantic | (28.05,28.1] | 0.9014090 | 0.8627765 | 0.9288777 |
| sal + temp | Atlantic | (28.1,28.15] | 0.8354046 | 0.7743427 | 0.8734032 |
| sal + temp | Atlantic | (28.15,28.2] | 0.6932321 | 0.6039809 | 0.7623467 |
| sal + temp | Atlantic | (28.2, Inf] | 0.9625391 | 0.9543459 | 0.9683914 |
| sal + temp | Indian | (-Inf,26] | 0.1894991 | -0.5395343 | 0.6438319 |
| sal + temp | Indian | (26,26.5] | 0.8484391 | 0.8058733 | 0.8879962 |
| sal + temp | Indian | (26.5,26.75] | 0.8938836 | 0.8825282 | 0.9135035 |
| sal + temp | Indian | (26.75,27] | 0.8939561 | 0.8828215 | 0.9073664 |
| sal + temp | Indian | (27,27.25] | 0.8964965 | 0.8866230 | 0.9039301 |
| sal + temp | Indian | (27.25,27.5] | 0.9076091 | 0.8853343 | 0.9310840 |
| sal + temp | Indian | (27.5,27.75] | 0.8614742 | 0.8555410 | 0.8660199 |
| sal + temp | Indian | (27.75,27.85] | 0.9238451 | 0.8994504 | 0.9367333 |
| sal + temp | Indian | (27.85,27.95] | 0.9092664 | 0.8852353 | 0.9214682 |
| sal + temp | Indian | (27.95,28.05] | 0.8551580 | 0.8397966 | 0.8652065 |
| sal + temp | Indian | (28.05,28.1] | 0.9473688 | 0.9374525 | 0.9630660 |
| sal + temp | Indian | (28.1,28.2] | 0.5313983 | 0.4743382 | 0.5837791 |
| sal + temp | Indian | (28.2,28.3] | -0.0752353 | -0.1694365 | -0.0020431 |
| sal + temp | Indian | (28.3, Inf] | 0.8567936 | 0.7501295 | 0.9224228 |
| sal + temp | N_Atlantic | (-Inf,26] | 0.9317086 | 0.8638117 | 0.9996056 |
| sal + temp | N_Atlantic | (26,26.5] | 0.9952250 | 0.9907689 | 0.9996811 |
| sal + temp | N_Atlantic | (26.5,26.75] | 0.9909826 | 0.9852834 | 0.9953815 |
| sal + temp | N_Atlantic | (26.75,27] | 0.9751803 | 0.9541088 | 0.9863261 |
| sal + temp | N_Atlantic | (27,27.25] | 0.9899835 | 0.9850061 | 0.9937765 |
| sal + temp | N_Atlantic | (27.25,27.5] | 0.9922266 | 0.9903264 | 0.9940009 |
| sal + temp | N_Atlantic | (27.5,27.75] | 0.9767907 | 0.9735442 | 0.9813582 |
| sal + temp | N_Atlantic | (27.75,27.85] | 0.9364739 | 0.9218863 | 0.9453956 |
| sal + temp | N_Atlantic | (27.85,27.95] | 0.8756546 | 0.8716674 | 0.8802237 |
| sal + temp | N_Atlantic | (27.95,28.05] | 0.8082875 | 0.6857503 | 0.9151955 |
| sal + temp | N_Atlantic | (28.05,28.1] | 0.4108859 | 0.0777473 | 0.6624559 |
| sal + temp | N_Atlantic | (28.1,28.15] | -0.1112088 | -0.4975396 | 0.1817504 |
| sal + temp | N_Atlantic | (28.15,28.2] | 0.6373124 | 0.5745515 | 0.6799099 |
| sal + temp | N_Atlantic | (28.2, Inf] | -0.0405926 | -0.4764749 | 0.8279782 |
| sal + temp | N_Pacific | (-Inf,26] | 0.9493426 | 0.8945356 | 0.9796724 |
| sal + temp | N_Pacific | (26,26.5] | 0.9629508 | 0.9515868 | 0.9690668 |
| sal + temp | N_Pacific | (26.5,26.75] | 0.9484371 | 0.9356286 | 0.9639791 |
| sal + temp | N_Pacific | (26.75,27] | 0.9566117 | 0.9517109 | 0.9631081 |
| sal + temp | N_Pacific | (27,27.25] | 0.9401486 | 0.9329043 | 0.9481257 |
| sal + temp | N_Pacific | (27.25,27.5] | 0.5369372 | 0.5175035 | 0.5685859 |
| sal + temp | N_Pacific | (27.5,27.75] | -0.2969820 | -0.4661606 | -0.2054154 |
| sal + temp | N_Pacific | (27.75,27.85] | -0.4953711 | -0.5262984 | -0.4406542 |
| sal + temp | N_Pacific | (27.85,27.95] | -0.6744774 | -0.7708789 | -0.5796688 |
| sal + temp | N_Pacific | (27.95,28.05] | -0.7889060 | -0.8434221 | -0.7594952 |
| sal + temp | N_Pacific | (28.05,28.1] | -0.0977392 | -0.2301110 | 0.0389313 |
| sal + temp | N_Pacific | (28.1,28.2] | -0.8845101 | -0.8917191 | -0.8747589 |
| sal + temp | N_Pacific | (28.2,28.3] | -0.4746277 | -0.5736897 | -0.3292346 |
| sal + temp | N_Pacific | (28.3, Inf] | 0.5998174 | 0.3283881 | 0.7554903 |
| sal + temp | Pacific | (-Inf,26] | 0.7677474 | 0.7114749 | 0.8313230 |
| sal + temp | Pacific | (26,26.5] | 0.9261282 | 0.9162151 | 0.9400369 |
| sal + temp | Pacific | (26.5,26.75] | 0.9687576 | 0.9603540 | 0.9779807 |
| sal + temp | Pacific | (26.75,27] | 0.9481233 | 0.9260922 | 0.9633771 |
| sal + temp | Pacific | (27,27.25] | 0.9220270 | 0.9124437 | 0.9325852 |
| sal + temp | Pacific | (27.25,27.5] | 0.7824409 | 0.7342929 | 0.8178942 |
| sal + temp | Pacific | (27.5,27.75] | 0.4916195 | 0.4659944 | 0.5267180 |
| sal + temp | Pacific | (27.75,27.85] | 0.5764867 | 0.5572222 | 0.5862143 |
| sal + temp | Pacific | (27.85,27.95] | 0.1845194 | 0.0789095 | 0.2870757 |
| sal + temp | Pacific | (27.95,28.05] | -0.0901129 | -0.1252226 | -0.0634295 |
| sal + temp | Pacific | (28.05,28.1] | 0.3565268 | 0.3338733 | 0.3769681 |
| sal + temp | Pacific | (28.1,28.2] | -0.2907260 | -0.4037783 | -0.2217287 |
| sal + temp | Pacific | (28.2,28.3] | 0.0952431 | 0.0585070 | 0.1187113 |
| sal + temp | Pacific | (28.3, Inf] | 0.9790854 | 0.9768663 | 0.9804078 |
| sal + temp | SO | (26,26.5] | 0.9412336 | 0.9060531 | 0.9889194 |
| sal + temp | SO | (26.5,26.75] | 0.9799500 | 0.9792912 | 0.9805075 |
| sal + temp | SO | (26.75,27] | 0.9652105 | 0.9644078 | 0.9667065 |
| sal + temp | SO | (27,27.25] | 0.9461344 | 0.9374759 | 0.9523154 |
| sal + temp | SO | (27.25,27.5] | 0.9262968 | 0.9203444 | 0.9298542 |
| sal + temp | SO | (27.5,27.75] | 0.8251013 | 0.8028942 | 0.8414740 |
| sal + temp | SO | (27.75,27.85] | 0.9257580 | 0.9144467 | 0.9385473 |
| sal + temp | SO | (27.85,27.95] | 0.9364516 | 0.9353246 | 0.9375769 |
| sal + temp | SO | (27.95,28.05] | 0.9331969 | 0.9187853 | 0.9413738 |
| sal + temp | SO | (28.05,28.1] | 0.9354339 | 0.9167089 | 0.9468648 |
| sal + temp | SO | (28.1,28.15] | 0.9285644 | 0.9188756 | 0.9456562 |
| sal + temp | SO | (28.1,28.2] | 0.8504713 | 0.8237684 | 0.8661345 |
| sal + temp | SO | (28.15,28.2] | 0.9073082 | 0.8637155 | 0.9467657 |
| sal + temp | SO | (28.2, Inf] | 0.4136523 | 0.3042333 | 0.5052214 |
| sal + temp | SO | (28.2,28.3] | 0.8761842 | 0.8667825 | 0.8896089 |
| sal + temp | SO | (28.3, Inf] | 0.7351932 | 0.4559641 | 0.8891955 |
| silicate + phosphate | Atlantic | (-Inf,26] | -0.2145054 | -0.7090125 | 0.3379038 |
| silicate + phosphate | Atlantic | (26,26.5] | 0.0065001 | -0.0640505 | 0.0419590 |
| silicate + phosphate | Atlantic | (26.5,26.75] | 0.5975449 | 0.5611148 | 0.6612820 |
| silicate + phosphate | Atlantic | (26.75,27] | 0.8349154 | 0.8246081 | 0.8520185 |
| silicate + phosphate | Atlantic | (27,27.25] | 0.7417849 | 0.7139047 | 0.7623848 |
| silicate + phosphate | Atlantic | (27.25,27.5] | 0.7031922 | 0.6608806 | 0.7421057 |
| silicate + phosphate | Atlantic | (27.5,27.75] | 0.7971737 | 0.7657942 | 0.8133948 |
| silicate + phosphate | Atlantic | (27.75,27.85] | 0.8533094 | 0.8336359 | 0.8828613 |
| silicate + phosphate | Atlantic | (27.85,27.95] | 0.9127327 | 0.8807796 | 0.9399242 |
| silicate + phosphate | Atlantic | (27.95,28.05] | 0.9449926 | 0.9110116 | 0.9627556 |
| silicate + phosphate | Atlantic | (28.05,28.1] | 0.9716209 | 0.9575996 | 0.9801989 |
| silicate + phosphate | Atlantic | (28.1,28.15] | 0.9747539 | 0.9643362 | 0.9802444 |
| silicate + phosphate | Atlantic | (28.15,28.2] | 0.9520071 | 0.9438753 | 0.9572354 |
| silicate + phosphate | Atlantic | (28.2, Inf] | 0.9805665 | 0.9730102 | 0.9873890 |
| silicate + phosphate | Indian | (-Inf,26] | 0.8947411 | 0.8357140 | 0.9338185 |
| silicate + phosphate | Indian | (26,26.5] | 0.9265174 | 0.9126679 | 0.9339162 |
| silicate + phosphate | Indian | (26.5,26.75] | 0.9563528 | 0.9491527 | 0.9684451 |
| silicate + phosphate | Indian | (26.75,27] | 0.9715674 | 0.9664273 | 0.9753024 |
| silicate + phosphate | Indian | (27,27.25] | 0.9765014 | 0.9696674 | 0.9874791 |
| silicate + phosphate | Indian | (27.25,27.5] | 0.9770484 | 0.9711012 | 0.9853481 |
| silicate + phosphate | Indian | (27.5,27.75] | 0.9662480 | 0.9500490 | 0.9788034 |
| silicate + phosphate | Indian | (27.75,27.85] | 0.9812862 | 0.9735185 | 0.9932373 |
| silicate + phosphate | Indian | (27.85,27.95] | 0.9812818 | 0.9729826 | 0.9919069 |
| silicate + phosphate | Indian | (27.95,28.05] | 0.9724269 | 0.9597183 | 0.9852187 |
| silicate + phosphate | Indian | (28.05,28.1] | 0.9860522 | 0.9807645 | 0.9938317 |
| silicate + phosphate | Indian | (28.1,28.2] | 0.9165814 | 0.8642655 | 0.9477956 |
| silicate + phosphate | Indian | (28.2,28.3] | 0.8001127 | 0.7739410 | 0.8147340 |
| silicate + phosphate | Indian | (28.3, Inf] | 0.8838921 | 0.8044315 | 0.9441599 |
| silicate + phosphate | N_Atlantic | (-Inf,26] | -0.7553242 | -1.0000000 | -0.5106485 |
| silicate + phosphate | N_Atlantic | (26,26.5] | 0.7017669 | 0.6323836 | 0.7711502 |
| silicate + phosphate | N_Atlantic | (26.5,26.75] | 0.6779318 | 0.3732627 | 0.9011070 |
| silicate + phosphate | N_Atlantic | (26.75,27] | 0.8070528 | 0.7900214 | 0.8207539 |
| silicate + phosphate | N_Atlantic | (27,27.25] | 0.9172460 | 0.8625965 | 0.9534473 |
| silicate + phosphate | N_Atlantic | (27.25,27.5] | 0.9344232 | 0.9160346 | 0.9450291 |
| silicate + phosphate | N_Atlantic | (27.5,27.75] | 0.9604507 | 0.9533112 | 0.9656727 |
| silicate + phosphate | N_Atlantic | (27.75,27.85] | 0.7851004 | 0.6934690 | 0.8462649 |
| silicate + phosphate | N_Atlantic | (27.85,27.95] | 0.6481160 | 0.6046719 | 0.7043901 |
| silicate + phosphate | N_Atlantic | (27.95,28.05] | 0.6856085 | 0.5886969 | 0.7436095 |
| silicate + phosphate | N_Atlantic | (28.05,28.1] | 0.3908431 | 0.2145841 | 0.6397213 |
| silicate + phosphate | N_Atlantic | (28.1,28.15] | 0.7613748 | 0.7429932 | 0.7808585 |
| silicate + phosphate | N_Atlantic | (28.15,28.2] | 0.9825644 | 0.9813278 | 0.9845779 |
| silicate + phosphate | N_Atlantic | (28.2, Inf] | 0.9906980 | 0.9867445 | 0.9981389 |
| silicate + phosphate | N_Pacific | (-Inf,26] | 0.8738006 | 0.7673436 | 0.9577950 |
| silicate + phosphate | N_Pacific | (26,26.5] | 0.8504362 | 0.8057643 | 0.9175835 |
| silicate + phosphate | N_Pacific | (26.5,26.75] | 0.8818145 | 0.8729956 | 0.8916650 |
| silicate + phosphate | N_Pacific | (26.75,27] | 0.8117210 | 0.7571366 | 0.8453532 |
| silicate + phosphate | N_Pacific | (27,27.25] | 0.7782603 | 0.6624967 | 0.8478693 |
| silicate + phosphate | N_Pacific | (27.25,27.5] | 0.8382249 | 0.8232173 | 0.8478573 |
| silicate + phosphate | N_Pacific | (27.5,27.75] | 0.8060967 | 0.7855813 | 0.8219096 |
| silicate + phosphate | N_Pacific | (27.75,27.85] | 0.7612741 | 0.7136365 | 0.8355411 |
| silicate + phosphate | N_Pacific | (27.85,27.95] | 0.6674369 | 0.5565668 | 0.7506583 |
| silicate + phosphate | N_Pacific | (27.95,28.05] | 0.3696395 | 0.1631967 | 0.5556845 |
| silicate + phosphate | N_Pacific | (28.05,28.1] | 0.7244273 | 0.6328971 | 0.8137558 |
| silicate + phosphate | N_Pacific | (28.1,28.2] | 0.2801102 | 0.2050308 | 0.3197028 |
| silicate + phosphate | N_Pacific | (28.2,28.3] | 0.8797054 | 0.8656148 | 0.8885836 |
| silicate + phosphate | N_Pacific | (28.3, Inf] | 0.9958872 | 0.9924180 | 0.9996968 |
| silicate + phosphate | Pacific | (-Inf,26] | 0.8896556 | 0.8591997 | 0.9226443 |
| silicate + phosphate | Pacific | (26,26.5] | 0.9061568 | 0.8602720 | 0.9348470 |
| silicate + phosphate | Pacific | (26.5,26.75] | 0.8583609 | 0.8008859 | 0.8987437 |
| silicate + phosphate | Pacific | (26.75,27] | 0.8636628 | 0.8331765 | 0.8875960 |
| silicate + phosphate | Pacific | (27,27.25] | 0.9189424 | 0.9038922 | 0.9297057 |
| silicate + phosphate | Pacific | (27.25,27.5] | 0.9405622 | 0.9180980 | 0.9539143 |
| silicate + phosphate | Pacific | (27.5,27.75] | 0.9469289 | 0.9330865 | 0.9550461 |
| silicate + phosphate | Pacific | (27.75,27.85] | 0.9638155 | 0.9503625 | 0.9739612 |
| silicate + phosphate | Pacific | (27.85,27.95] | 0.9619300 | 0.9485396 | 0.9724737 |
| silicate + phosphate | Pacific | (27.95,28.05] | 0.9564274 | 0.9452858 | 0.9656317 |
| silicate + phosphate | Pacific | (28.05,28.1] | 0.9817471 | 0.9790590 | 0.9831218 |
| silicate + phosphate | Pacific | (28.1,28.2] | 0.8670798 | 0.8552428 | 0.8812835 |
| silicate + phosphate | Pacific | (28.2,28.3] | 0.8160608 | 0.8101340 | 0.8191312 |
| silicate + phosphate | Pacific | (28.3, Inf] | 0.9738064 | 0.9721732 | 0.9750097 |
| silicate + phosphate | SO | (26,26.5] | 0.7475039 | 0.6279280 | 0.9823014 |
| silicate + phosphate | SO | (26.5,26.75] | 0.6471861 | 0.5530481 | 0.7460723 |
| silicate + phosphate | SO | (26.75,27] | 0.7851087 | 0.7555030 | 0.8198181 |
| silicate + phosphate | SO | (27,27.25] | 0.9307593 | 0.9284278 | 0.9321764 |
| silicate + phosphate | SO | (27.25,27.5] | 0.9713083 | 0.9696621 | 0.9734631 |
| silicate + phosphate | SO | (27.5,27.75] | 0.9762263 | 0.9717553 | 0.9797884 |
| silicate + phosphate | SO | (27.75,27.85] | 0.9804738 | 0.9775354 | 0.9830459 |
| silicate + phosphate | SO | (27.85,27.95] | 0.9823417 | 0.9776845 | 0.9871855 |
| silicate + phosphate | SO | (27.95,28.05] | 0.9781526 | 0.9740301 | 0.9816031 |
| silicate + phosphate | SO | (28.05,28.1] | 0.9575945 | 0.9416175 | 0.9711938 |
| silicate + phosphate | SO | (28.1,28.15] | 0.8984579 | 0.8799020 | 0.9157370 |
| silicate + phosphate | SO | (28.1,28.2] | 0.9614546 | 0.9441567 | 0.9767231 |
| silicate + phosphate | SO | (28.15,28.2] | 0.8555145 | 0.8323681 | 0.8764404 |
| silicate + phosphate | SO | (28.2, Inf] | 0.8583441 | 0.8429860 | 0.8715127 |
| silicate + phosphate | SO | (28.2,28.3] | 0.9379122 | 0.9183709 | 0.9595388 |
| silicate + phosphate | SO | (28.3, Inf] | 0.9505800 | 0.9373661 | 0.9574870 |
| silicate + phosphate_star | Atlantic | (-Inf,26] | -0.2143430 | -0.5757191 | 0.2346137 |
| silicate + phosphate_star | Atlantic | (26,26.5] | -0.3633999 | -0.4183858 | -0.3130547 |
| silicate + phosphate_star | Atlantic | (26.5,26.75] | 0.0802765 | -0.0726451 | 0.1926139 |
| silicate + phosphate_star | Atlantic | (26.75,27] | 0.4590349 | 0.3940405 | 0.5705223 |
| silicate + phosphate_star | Atlantic | (27,27.25] | 0.8486298 | 0.8003415 | 0.8734020 |
| silicate + phosphate_star | Atlantic | (27.25,27.5] | 0.9643909 | 0.9589248 | 0.9677994 |
| silicate + phosphate_star | Atlantic | (27.5,27.75] | 0.9749195 | 0.9701372 | 0.9787584 |
| silicate + phosphate_star | Atlantic | (27.75,27.85] | 0.9879295 | 0.9852668 | 0.9917025 |
| silicate + phosphate_star | Atlantic | (27.85,27.95] | 0.9877340 | 0.9841662 | 0.9929430 |
| silicate + phosphate_star | Atlantic | (27.95,28.05] | 0.9893030 | 0.9863274 | 0.9927555 |
| silicate + phosphate_star | Atlantic | (28.05,28.1] | 0.9915845 | 0.9874169 | 0.9951186 |
| silicate + phosphate_star | Atlantic | (28.1,28.15] | 0.9882321 | 0.9843296 | 0.9915852 |
| silicate + phosphate_star | Atlantic | (28.15,28.2] | 0.9647990 | 0.9574252 | 0.9700174 |
| silicate + phosphate_star | Atlantic | (28.2, Inf] | 0.9875570 | 0.9831324 | 0.9904991 |
| silicate + phosphate_star | Indian | (-Inf,26] | 0.9289537 | 0.9074282 | 0.9454274 |
| silicate + phosphate_star | Indian | (26,26.5] | 0.8450263 | 0.7719501 | 0.8908920 |
| silicate + phosphate_star | Indian | (26.5,26.75] | 0.7812406 | 0.6383394 | 0.8532018 |
| silicate + phosphate_star | Indian | (26.75,27] | 0.6338680 | 0.4609601 | 0.7324997 |
| silicate + phosphate_star | Indian | (27,27.25] | 0.6797717 | 0.5468730 | 0.7588647 |
| silicate + phosphate_star | Indian | (27.25,27.5] | 0.4473124 | 0.2962278 | 0.5695245 |
| silicate + phosphate_star | Indian | (27.5,27.75] | 0.1592203 | 0.0896931 | 0.2959815 |
| silicate + phosphate_star | Indian | (27.75,27.85] | -0.5784919 | -0.6609945 | -0.4533520 |
| silicate + phosphate_star | Indian | (27.85,27.95] | -0.6038704 | -0.6449216 | -0.5430981 |
| silicate + phosphate_star | Indian | (27.95,28.05] | -0.4179489 | -0.4661022 | -0.3851875 |
| silicate + phosphate_star | Indian | (28.05,28.1] | -0.4329681 | -0.5638510 | -0.2782686 |
| silicate + phosphate_star | Indian | (28.1,28.2] | 0.6934845 | 0.4962647 | 0.8080831 |
| silicate + phosphate_star | Indian | (28.2,28.3] | 0.9523902 | 0.9470841 | 0.9576684 |
| silicate + phosphate_star | Indian | (28.3, Inf] | 0.1610963 | 0.1512592 | 0.1771095 |
| silicate + phosphate_star | N_Atlantic | (-Inf,26] | 0.9114786 | 0.8229571 | 1.0000000 |
| silicate + phosphate_star | N_Atlantic | (26,26.5] | -0.1266814 | -0.7227410 | 0.4693782 |
| silicate + phosphate_star | N_Atlantic | (26.5,26.75] | -0.2831799 | -0.4008915 | -0.1755077 |
| silicate + phosphate_star | N_Atlantic | (26.75,27] | -0.6459637 | -0.6850282 | -0.5777429 |
| silicate + phosphate_star | N_Atlantic | (27,27.25] | -0.8767303 | -0.9080127 | -0.8145908 |
| silicate + phosphate_star | N_Atlantic | (27.25,27.5] | -0.6969261 | -0.7433200 | -0.6191098 |
| silicate + phosphate_star | N_Atlantic | (27.5,27.75] | -0.3626409 | -0.3824186 | -0.3328607 |
| silicate + phosphate_star | N_Atlantic | (27.75,27.85] | 0.5865671 | 0.4199382 | 0.7478832 |
| silicate + phosphate_star | N_Atlantic | (27.85,27.95] | 0.9019902 | 0.8868126 | 0.9146788 |
| silicate + phosphate_star | N_Atlantic | (27.95,28.05] | 0.8560021 | 0.7978319 | 0.9026027 |
| silicate + phosphate_star | N_Atlantic | (28.05,28.1] | 0.4958105 | 0.3575555 | 0.6826192 |
| silicate + phosphate_star | N_Atlantic | (28.1,28.15] | 0.7182815 | 0.6576961 | 0.7819008 |
| silicate + phosphate_star | N_Atlantic | (28.15,28.2] | 0.9690845 | 0.9661167 | 0.9711066 |
| silicate + phosphate_star | N_Atlantic | (28.2, Inf] | 0.9905286 | 0.9863992 | 0.9929454 |
| silicate + phosphate_star | N_Pacific | (-Inf,26] | -0.1195750 | -0.3962990 | 0.2474082 |
| silicate + phosphate_star | N_Pacific | (26,26.5] | 0.1423711 | -0.0192929 | 0.4011174 |
| silicate + phosphate_star | N_Pacific | (26.5,26.75] | 0.2796539 | 0.1858155 | 0.3342234 |
| silicate + phosphate_star | N_Pacific | (26.75,27] | -0.0811664 | -0.1605038 | 0.0516761 |
| silicate + phosphate_star | N_Pacific | (27,27.25] | 0.0762263 | 0.0482236 | 0.1094598 |
| silicate + phosphate_star | N_Pacific | (27.25,27.5] | 0.8854309 | 0.8650449 | 0.9073648 |
| silicate + phosphate_star | N_Pacific | (27.5,27.75] | 0.9070150 | 0.8774112 | 0.9317846 |
| silicate + phosphate_star | N_Pacific | (27.75,27.85] | 0.7373039 | 0.7106219 | 0.7623391 |
| silicate + phosphate_star | N_Pacific | (27.85,27.95] | 0.4451584 | 0.3274887 | 0.5719908 |
| silicate + phosphate_star | N_Pacific | (27.95,28.05] | 0.2470536 | 0.2090919 | 0.2866299 |
| silicate + phosphate_star | N_Pacific | (28.05,28.1] | -0.4853321 | -0.5145404 | -0.4459756 |
| silicate + phosphate_star | N_Pacific | (28.1,28.2] | -0.1383409 | -0.2169783 | -0.0404013 |
| silicate + phosphate_star | N_Pacific | (28.2,28.3] | -0.5388310 | -0.7093473 | -0.3761535 |
| silicate + phosphate_star | N_Pacific | (28.3, Inf] | -0.9511493 | -0.9920455 | -0.9196476 |
| silicate + phosphate_star | Pacific | (-Inf,26] | 0.8606392 | 0.8487893 | 0.8738092 |
| silicate + phosphate_star | Pacific | (26,26.5] | 0.8932792 | 0.8845010 | 0.9034195 |
| silicate + phosphate_star | Pacific | (26.5,26.75] | 0.9038130 | 0.8739653 | 0.9239046 |
| silicate + phosphate_star | Pacific | (26.75,27] | 0.8818718 | 0.8586839 | 0.9188613 |
| silicate + phosphate_star | Pacific | (27,27.25] | 0.8481535 | 0.8231961 | 0.8761399 |
| silicate + phosphate_star | Pacific | (27.25,27.5] | 0.7474511 | 0.7054692 | 0.7910313 |
| silicate + phosphate_star | Pacific | (27.5,27.75] | 0.5849003 | 0.5206241 | 0.6533846 |
| silicate + phosphate_star | Pacific | (27.75,27.85] | 0.3284518 | 0.1204907 | 0.4788751 |
| silicate + phosphate_star | Pacific | (27.85,27.95] | 0.3556249 | 0.2761722 | 0.4588450 |
| silicate + phosphate_star | Pacific | (27.95,28.05] | 0.3652448 | 0.3550845 | 0.3743982 |
| silicate + phosphate_star | Pacific | (28.05,28.1] | 0.4738958 | 0.4445227 | 0.4892289 |
| silicate + phosphate_star | Pacific | (28.1,28.2] | 0.4702656 | 0.4015637 | 0.5654223 |
| silicate + phosphate_star | Pacific | (28.2,28.3] | 0.2736759 | 0.1364495 | 0.3434280 |
| silicate + phosphate_star | Pacific | (28.3, Inf] | -0.7712791 | -0.7860530 | -0.7455165 |
| silicate + phosphate_star | SO | (26,26.5] | -0.4475639 | -0.8819269 | -0.0218093 |
| silicate + phosphate_star | SO | (26.5,26.75] | -0.0664679 | -0.6055915 | 0.3651093 |
| silicate + phosphate_star | SO | (26.75,27] | 0.2329224 | 0.1532552 | 0.2997492 |
| silicate + phosphate_star | SO | (27,27.25] | 0.3751295 | 0.3625493 | 0.3992625 |
| silicate + phosphate_star | SO | (27.25,27.5] | 0.0926484 | 0.0544988 | 0.1405267 |
| silicate + phosphate_star | SO | (27.5,27.75] | -0.0107373 | -0.0357033 | 0.0087673 |
| silicate + phosphate_star | SO | (27.75,27.85] | -0.4706181 | -0.5145003 | -0.3877715 |
| silicate + phosphate_star | SO | (27.85,27.95] | -0.4150093 | -0.4903356 | -0.3258495 |
| silicate + phosphate_star | SO | (27.95,28.05] | -0.3727208 | -0.5997612 | -0.1594042 |
| silicate + phosphate_star | SO | (28.05,28.1] | -0.3214095 | -0.4467703 | -0.1485923 |
| silicate + phosphate_star | SO | (28.1,28.15] | 0.5157680 | 0.4987062 | 0.5300553 |
| silicate + phosphate_star | SO | (28.1,28.2] | -0.5250901 | -0.5642560 | -0.4772983 |
| silicate + phosphate_star | SO | (28.15,28.2] | 0.4583269 | 0.3741001 | 0.5801622 |
| silicate + phosphate_star | SO | (28.2, Inf] | 0.7364977 | 0.6902456 | 0.7817766 |
| silicate + phosphate_star | SO | (28.2,28.3] | -0.6447222 | -0.6769293 | -0.6136148 |
| silicate + phosphate_star | SO | (28.3, Inf] | -0.0934561 | -0.3124731 | 0.0614500 |
| temp + aou | Atlantic | (-Inf,26] | -0.7576605 | -0.8589277 | -0.6225945 |
| temp + aou | Atlantic | (26,26.5] | -0.3485110 | -0.5607325 | -0.1673866 |
| temp + aou | Atlantic | (26.5,26.75] | -0.0370435 | -0.0972598 | 0.0179019 |
| temp + aou | Atlantic | (26.75,27] | 0.1796049 | 0.0619745 | 0.2400811 |
| temp + aou | Atlantic | (27,27.25] | 0.2864759 | 0.2812613 | 0.2951778 |
| temp + aou | Atlantic | (27.25,27.5] | 0.2166971 | 0.1580252 | 0.3180253 |
| temp + aou | Atlantic | (27.5,27.75] | 0.0690437 | 0.0037421 | 0.1443971 |
| temp + aou | Atlantic | (27.75,27.85] | -0.0956302 | -0.1802712 | -0.0408203 |
| temp + aou | Atlantic | (27.85,27.95] | -0.3096801 | -0.3791952 | -0.2264906 |
| temp + aou | Atlantic | (27.95,28.05] | -0.4386084 | -0.5584975 | -0.2079332 |
| temp + aou | Atlantic | (28.05,28.1] | -0.6911010 | -0.7629926 | -0.5809207 |
| temp + aou | Atlantic | (28.1,28.15] | -0.7305501 | -0.7800587 | -0.6427968 |
| temp + aou | Atlantic | (28.15,28.2] | -0.8055482 | -0.8353724 | -0.7688576 |
| temp + aou | Atlantic | (28.2, Inf] | -0.9446490 | -0.9559578 | -0.9329828 |
| temp + aou | Indian | (-Inf,26] | -0.6362150 | -0.7169889 | -0.5512238 |
| temp + aou | Indian | (26,26.5] | -0.4568162 | -0.5849556 | -0.3274116 |
| temp + aou | Indian | (26.5,26.75] | -0.4054208 | -0.4484242 | -0.3648337 |
| temp + aou | Indian | (26.75,27] | -0.2273094 | -0.2424262 | -0.2058407 |
| temp + aou | Indian | (27,27.25] | -0.0833729 | -0.1170294 | -0.0367466 |
| temp + aou | Indian | (27.25,27.5] | 0.2150687 | 0.1409272 | 0.2534121 |
| temp + aou | Indian | (27.5,27.75] | 0.4542495 | 0.4072571 | 0.5330284 |
| temp + aou | Indian | (27.75,27.85] | 0.8528192 | 0.8149244 | 0.8793269 |
| temp + aou | Indian | (27.85,27.95] | 0.8649394 | 0.8427724 | 0.8789622 |
| temp + aou | Indian | (27.95,28.05] | 0.8481198 | 0.8263771 | 0.8657933 |
| temp + aou | Indian | (28.05,28.1] | 0.9488329 | 0.9320052 | 0.9665687 |
| temp + aou | Indian | (28.1,28.2] | 0.8104000 | 0.7970731 | 0.8295448 |
| temp + aou | Indian | (28.2,28.3] | 0.7585248 | 0.7348643 | 0.8012615 |
| temp + aou | Indian | (28.3, Inf] | 0.5574073 | 0.3043482 | 0.7022697 |
| temp + aou | N_Atlantic | (-Inf,26] | 0.3862845 | -0.1912230 | 0.9637920 |
| temp + aou | N_Atlantic | (26,26.5] | -0.2510053 | -0.9759202 | 0.4739097 |
| temp + aou | N_Atlantic | (26.5,26.75] | 0.2785762 | -0.4135874 | 0.6432803 |
| temp + aou | N_Atlantic | (26.75,27] | 0.6306030 | 0.4813261 | 0.7543026 |
| temp + aou | N_Atlantic | (27,27.25] | 0.8396846 | 0.7481425 | 0.8929560 |
| temp + aou | N_Atlantic | (27.25,27.5] | 0.8406320 | 0.8149354 | 0.8567808 |
| temp + aou | N_Atlantic | (27.5,27.75] | 0.7172018 | 0.6381927 | 0.7781410 |
| temp + aou | N_Atlantic | (27.75,27.85] | 0.8465487 | 0.7845369 | 0.8781668 |
| temp + aou | N_Atlantic | (27.85,27.95] | 0.9740370 | 0.9668921 | 0.9805658 |
| temp + aou | N_Atlantic | (27.95,28.05] | 0.8371257 | 0.6054471 | 0.9645802 |
| temp + aou | N_Atlantic | (28.05,28.1] | 0.4124124 | 0.2240476 | 0.6892609 |
| temp + aou | N_Atlantic | (28.1,28.15] | -0.1962802 | -0.1991831 | -0.1923931 |
| temp + aou | N_Atlantic | (28.15,28.2] | -0.4546120 | -0.5096539 | -0.4054429 |
| temp + aou | N_Atlantic | (28.2, Inf] | 0.1924073 | -0.7853097 | 0.7035627 |
| temp + aou | N_Pacific | (-Inf,26] | 0.5573819 | 0.3679467 | 0.7760794 |
| temp + aou | N_Pacific | (26,26.5] | -0.1494193 | -0.3145764 | 0.0047782 |
| temp + aou | N_Pacific | (26.5,26.75] | -0.2405685 | -0.2791319 | -0.1794240 |
| temp + aou | N_Pacific | (26.75,27] | 0.3402200 | 0.2727647 | 0.4739548 |
| temp + aou | N_Pacific | (27,27.25] | 0.2600979 | 0.1112045 | 0.4807124 |
| temp + aou | N_Pacific | (27.25,27.5] | -0.6496307 | -0.7875113 | -0.5508431 |
| temp + aou | N_Pacific | (27.5,27.75] | -0.4613546 | -0.5219579 | -0.3999877 |
| temp + aou | N_Pacific | (27.75,27.85] | -0.1080811 | -0.1908761 | -0.0407144 |
| temp + aou | N_Pacific | (27.85,27.95] | 0.3871015 | 0.2634827 | 0.4849719 |
| temp + aou | N_Pacific | (27.95,28.05] | 0.7155705 | 0.6639492 | 0.7676715 |
| temp + aou | N_Pacific | (28.05,28.1] | 0.7457919 | 0.5667861 | 0.8525731 |
| temp + aou | N_Pacific | (28.1,28.2] | 0.9622996 | 0.9445535 | 0.9788560 |
| temp + aou | N_Pacific | (28.2,28.3] | 0.7905920 | 0.7264283 | 0.8315092 |
| temp + aou | N_Pacific | (28.3, Inf] | 0.5030578 | 0.2582731 | 0.7089332 |
| temp + aou | Pacific | (-Inf,26] | -0.4717045 | -0.6023006 | -0.3430210 |
| temp + aou | Pacific | (26,26.5] | -0.5549455 | -0.6467693 | -0.4070917 |
| temp + aou | Pacific | (26.5,26.75] | -0.5117991 | -0.6733990 | -0.2589798 |
| temp + aou | Pacific | (26.75,27] | -0.5863795 | -0.6944966 | -0.4069759 |
| temp + aou | Pacific | (27,27.25] | -0.6598611 | -0.7201308 | -0.5751263 |
| temp + aou | Pacific | (27.25,27.5] | -0.5412647 | -0.6426827 | -0.3786684 |
| temp + aou | Pacific | (27.5,27.75] | -0.3004659 | -0.4009291 | -0.2057624 |
| temp + aou | Pacific | (27.75,27.85] | 0.0523739 | -0.0886208 | 0.2114451 |
| temp + aou | Pacific | (27.85,27.95] | 0.1761321 | 0.0827892 | 0.2297544 |
| temp + aou | Pacific | (27.95,28.05] | 0.3501351 | 0.3368727 | 0.3570849 |
| temp + aou | Pacific | (28.05,28.1] | 0.4508186 | 0.4129491 | 0.4816687 |
| temp + aou | Pacific | (28.1,28.2] | 0.5921751 | 0.5459548 | 0.6661626 |
| temp + aou | Pacific | (28.2,28.3] | 0.7566700 | 0.7217017 | 0.7957006 |
| temp + aou | Pacific | (28.3, Inf] | 0.9371227 | 0.9271641 | 0.9476937 |
| temp + aou | SO | (26,26.5] | 0.5564482 | 0.1701078 | 0.9544288 |
| temp + aou | SO | (26.5,26.75] | 0.0072314 | -0.3266042 | 0.4075941 |
| temp + aou | SO | (26.75,27] | -0.0451604 | -0.1363717 | 0.0751199 |
| temp + aou | SO | (27,27.25] | 0.0755387 | 0.0190647 | 0.1879203 |
| temp + aou | SO | (27.25,27.5] | 0.4506819 | 0.3832334 | 0.4976010 |
| temp + aou | SO | (27.5,27.75] | 0.3372725 | 0.2720229 | 0.3999334 |
| temp + aou | SO | (27.75,27.85] | 0.7245131 | 0.7088956 | 0.7444900 |
| temp + aou | SO | (27.85,27.95] | 0.7750360 | 0.7542403 | 0.8072028 |
| temp + aou | SO | (27.95,28.05] | 0.7831845 | 0.7336261 | 0.8244193 |
| temp + aou | SO | (28.05,28.1] | 0.7387634 | 0.6932430 | 0.7653586 |
| temp + aou | SO | (28.1,28.15] | 0.2138050 | 0.0933495 | 0.2828786 |
| temp + aou | SO | (28.1,28.2] | 0.8296880 | 0.7991419 | 0.8585167 |
| temp + aou | SO | (28.15,28.2] | 0.0499125 | -0.1420330 | 0.1560365 |
| temp + aou | SO | (28.2, Inf] | 0.5262621 | 0.3862431 | 0.6424023 |
| temp + aou | SO | (28.2,28.3] | 0.8948409 | 0.8777036 | 0.9074903 |
| temp + aou | SO | (28.3, Inf] | 0.9701894 | 0.9656262 | 0.9741670 |
| temp + nitrate | Atlantic | (-Inf,26] | -0.8137670 | -0.8974784 | -0.6807040 |
| temp + nitrate | Atlantic | (26,26.5] | -0.3286070 | -0.4990228 | -0.1487470 |
| temp + nitrate | Atlantic | (26.5,26.75] | -0.1328357 | -0.2308105 | -0.0374618 |
| temp + nitrate | Atlantic | (26.75,27] | 0.0587243 | -0.0519670 | 0.1396948 |
| temp + nitrate | Atlantic | (27,27.25] | 0.0177291 | 0.0014920 | 0.0274555 |
| temp + nitrate | Atlantic | (27.25,27.5] | -0.2257658 | -0.2777559 | -0.1573965 |
| temp + nitrate | Atlantic | (27.5,27.75] | -0.4408371 | -0.4579206 | -0.4264241 |
| temp + nitrate | Atlantic | (27.75,27.85] | -0.6676494 | -0.7222349 | -0.6130035 |
| temp + nitrate | Atlantic | (27.85,27.95] | -0.7033052 | -0.8134609 | -0.6137589 |
| temp + nitrate | Atlantic | (27.95,28.05] | -0.6444673 | -0.7407871 | -0.4840714 |
| temp + nitrate | Atlantic | (28.05,28.1] | -0.7649376 | -0.8300764 | -0.6775970 |
| temp + nitrate | Atlantic | (28.1,28.15] | -0.7714338 | -0.8110097 | -0.6923177 |
| temp + nitrate | Atlantic | (28.15,28.2] | -0.8376230 | -0.8668484 | -0.8000206 |
| temp + nitrate | Atlantic | (28.2, Inf] | -0.9662765 | -0.9733232 | -0.9601643 |
| temp + nitrate | Indian | (-Inf,26] | -0.6672873 | -0.7642575 | -0.5586064 |
| temp + nitrate | Indian | (26,26.5] | -0.5476092 | -0.7162540 | -0.4416043 |
| temp + nitrate | Indian | (26.5,26.75] | -0.5150875 | -0.6158414 | -0.4276313 |
| temp + nitrate | Indian | (26.75,27] | -0.3886436 | -0.4350844 | -0.3031472 |
| temp + nitrate | Indian | (27,27.25] | -0.2959937 | -0.3449615 | -0.2527835 |
| temp + nitrate | Indian | (27.25,27.5] | -0.0469361 | -0.1037307 | -0.0164879 |
| temp + nitrate | Indian | (27.5,27.75] | 0.2116076 | 0.1430675 | 0.3163868 |
| temp + nitrate | Indian | (27.75,27.85] | 0.7909530 | 0.7463096 | 0.8134637 |
| temp + nitrate | Indian | (27.85,27.95] | 0.8188073 | 0.7954943 | 0.8323661 |
| temp + nitrate | Indian | (27.95,28.05] | 0.8046875 | 0.7842874 | 0.8250328 |
| temp + nitrate | Indian | (28.05,28.1] | 0.9360722 | 0.9231730 | 0.9544141 |
| temp + nitrate | Indian | (28.1,28.2] | 0.7911598 | 0.7850715 | 0.8005371 |
| temp + nitrate | Indian | (28.2,28.3] | 0.7593331 | 0.7365075 | 0.7841850 |
| temp + nitrate | Indian | (28.3, Inf] | 0.3559914 | 0.2527565 | 0.5054064 |
| temp + nitrate | N_Atlantic | (-Inf,26] | -0.9370514 | -0.9996056 | -0.8744973 |
| temp + nitrate | N_Atlantic | (26,26.5] | 0.1379204 | -0.3579653 | 0.6338061 |
| temp + nitrate | N_Atlantic | (26.5,26.75] | 0.3690919 | -0.2283385 | 0.6886201 |
| temp + nitrate | N_Atlantic | (26.75,27] | 0.7254150 | 0.5659779 | 0.8230819 |
| temp + nitrate | N_Atlantic | (27,27.25] | 0.8937592 | 0.8514863 | 0.9281589 |
| temp + nitrate | N_Atlantic | (27.25,27.5] | 0.7966342 | 0.7552947 | 0.8286825 |
| temp + nitrate | N_Atlantic | (27.5,27.75] | 0.7187867 | 0.6611943 | 0.7792599 |
| temp + nitrate | N_Atlantic | (27.75,27.85] | 0.8872333 | 0.8610275 | 0.9095059 |
| temp + nitrate | N_Atlantic | (27.85,27.95] | 0.8874137 | 0.8767322 | 0.8997295 |
| temp + nitrate | N_Atlantic | (27.95,28.05] | 0.5620831 | 0.1667044 | 0.8368879 |
| temp + nitrate | N_Atlantic | (28.05,28.1] | 0.2697148 | -0.0802707 | 0.4484089 |
| temp + nitrate | N_Atlantic | (28.1,28.15] | -0.3757289 | -0.6232823 | -0.1417426 |
| temp + nitrate | N_Atlantic | (28.15,28.2] | -0.5668146 | -0.6541527 | -0.5219250 |
| temp + nitrate | N_Atlantic | (28.2, Inf] | 0.3238825 | -0.8089926 | 0.9004890 |
| temp + nitrate | N_Pacific | (-Inf,26] | 0.4160955 | 0.1630781 | 0.8063889 |
| temp + nitrate | N_Pacific | (26,26.5] | -0.2885884 | -0.4211151 | -0.1581713 |
| temp + nitrate | N_Pacific | (26.5,26.75] | -0.3601676 | -0.3982838 | -0.3297476 |
| temp + nitrate | N_Pacific | (26.75,27] | 0.0562190 | -0.0174752 | 0.1669894 |
| temp + nitrate | N_Pacific | (27,27.25] | -0.0662187 | -0.4349704 | 0.3590898 |
| temp + nitrate | N_Pacific | (27.25,27.5] | -0.6296793 | -0.7255688 | -0.5586278 |
| temp + nitrate | N_Pacific | (27.5,27.75] | -0.7114224 | -0.7895464 | -0.6461661 |
| temp + nitrate | N_Pacific | (27.75,27.85] | -0.6485445 | -0.6791482 | -0.6100195 |
| temp + nitrate | N_Pacific | (27.85,27.95] | -0.0641002 | -0.2326836 | 0.0393872 |
| temp + nitrate | N_Pacific | (27.95,28.05] | 0.4957459 | 0.4304815 | 0.5874600 |
| temp + nitrate | N_Pacific | (28.05,28.1] | 0.6991685 | 0.5420330 | 0.8103834 |
| temp + nitrate | N_Pacific | (28.1,28.2] | 0.9484243 | 0.9390745 | 0.9637932 |
| temp + nitrate | N_Pacific | (28.2,28.3] | 0.7846374 | 0.7247138 | 0.8245433 |
| temp + nitrate | N_Pacific | (28.3, Inf] | 0.5265225 | 0.3218175 | 0.8116502 |
| temp + nitrate | Pacific | (-Inf,26] | -0.6519103 | -0.7514521 | -0.5242062 |
| temp + nitrate | Pacific | (26,26.5] | -0.7060484 | -0.7668684 | -0.5922204 |
| temp + nitrate | Pacific | (26.5,26.75] | -0.7182001 | -0.8235575 | -0.5515604 |
| temp + nitrate | Pacific | (26.75,27] | -0.7655270 | -0.8195043 | -0.6728955 |
| temp + nitrate | Pacific | (27,27.25] | -0.7942890 | -0.8164879 | -0.7673763 |
| temp + nitrate | Pacific | (27.25,27.5] | -0.7082592 | -0.7571302 | -0.6346147 |
| temp + nitrate | Pacific | (27.5,27.75] | -0.4892317 | -0.5746353 | -0.4076819 |
| temp + nitrate | Pacific | (27.75,27.85] | -0.0375168 | -0.1871536 | 0.1262463 |
| temp + nitrate | Pacific | (27.85,27.95] | 0.1002168 | -0.0045909 | 0.1580080 |
| temp + nitrate | Pacific | (27.95,28.05] | 0.2899427 | 0.2788476 | 0.2972781 |
| temp + nitrate | Pacific | (28.05,28.1] | 0.4265688 | 0.3845735 | 0.4677900 |
| temp + nitrate | Pacific | (28.1,28.2] | 0.5337909 | 0.4853567 | 0.6080279 |
| temp + nitrate | Pacific | (28.2,28.3] | 0.7289114 | 0.6980306 | 0.7728828 |
| temp + nitrate | Pacific | (28.3, Inf] | 0.9199831 | 0.9033049 | 0.9339426 |
| temp + nitrate | SO | (26,26.5] | 0.2295131 | -0.3055508 | 0.8985304 |
| temp + nitrate | SO | (26.5,26.75] | -0.5065294 | -0.6922433 | -0.2279879 |
| temp + nitrate | SO | (26.75,27] | -0.6482540 | -0.6840604 | -0.6287118 |
| temp + nitrate | SO | (27,27.25] | -0.4997641 | -0.5320897 | -0.4498649 |
| temp + nitrate | SO | (27.25,27.5] | -0.1527997 | -0.1954466 | -0.1125476 |
| temp + nitrate | SO | (27.5,27.75] | -0.0914421 | -0.1409623 | -0.0535046 |
| temp + nitrate | SO | (27.75,27.85] | 0.5185519 | 0.4732672 | 0.5423973 |
| temp + nitrate | SO | (27.85,27.95] | 0.5423002 | 0.4929233 | 0.6001042 |
| temp + nitrate | SO | (27.95,28.05] | 0.4552939 | 0.2611185 | 0.6417334 |
| temp + nitrate | SO | (28.05,28.1] | 0.2997671 | 0.1146109 | 0.4429204 |
| temp + nitrate | SO | (28.1,28.15] | -0.7091673 | -0.7395978 | -0.6670916 |
| temp + nitrate | SO | (28.1,28.2] | 0.5567516 | 0.4490250 | 0.6620042 |
| temp + nitrate | SO | (28.15,28.2] | -0.7040016 | -0.8078297 | -0.6256128 |
| temp + nitrate | SO | (28.2, Inf] | -0.4341712 | -0.5200817 | -0.3353380 |
| temp + nitrate | SO | (28.2,28.3] | 0.6830362 | 0.6220875 | 0.7479273 |
| temp + nitrate | SO | (28.3, Inf] | 0.8565104 | 0.7967532 | 0.9160857 |
| temp + phosphate | Atlantic | (-Inf,26] | -0.5112532 | -0.6563683 | -0.2756014 |
| temp + phosphate | Atlantic | (26,26.5] | -0.5346586 | -0.7780622 | -0.3309524 |
| temp + phosphate | Atlantic | (26.5,26.75] | -0.3170583 | -0.4563743 | -0.2380784 |
| temp + phosphate | Atlantic | (26.75,27] | -0.0817839 | -0.2199135 | 0.0071637 |
| temp + phosphate | Atlantic | (27,27.25] | -0.1268366 | -0.1390932 | -0.1101398 |
| temp + phosphate | Atlantic | (27.25,27.5] | -0.3422107 | -0.3884775 | -0.3001767 |
| temp + phosphate | Atlantic | (27.5,27.75] | -0.5074862 | -0.5323544 | -0.4846384 |
| temp + phosphate | Atlantic | (27.75,27.85] | -0.7197130 | -0.7715101 | -0.6691990 |
| temp + phosphate | Atlantic | (27.85,27.95] | -0.7393297 | -0.8416616 | -0.6586299 |
| temp + phosphate | Atlantic | (27.95,28.05] | -0.6715597 | -0.7626970 | -0.5265298 |
| temp + phosphate | Atlantic | (28.05,28.1] | -0.7875731 | -0.8473802 | -0.7086220 |
| temp + phosphate | Atlantic | (28.1,28.15] | -0.7962802 | -0.8310167 | -0.7268851 |
| temp + phosphate | Atlantic | (28.15,28.2] | -0.8556208 | -0.8740792 | -0.8330527 |
| temp + phosphate | Atlantic | (28.2, Inf] | -0.9633731 | -0.9700431 | -0.9570706 |
| temp + phosphate | Indian | (-Inf,26] | -0.6527361 | -0.7427038 | -0.5998386 |
| temp + phosphate | Indian | (26,26.5] | -0.5409727 | -0.6841732 | -0.3930792 |
| temp + phosphate | Indian | (26.5,26.75] | -0.5026810 | -0.5635845 | -0.4573493 |
| temp + phosphate | Indian | (26.75,27] | -0.3551779 | -0.3873274 | -0.3180073 |
| temp + phosphate | Indian | (27,27.25] | -0.2226390 | -0.2551409 | -0.1867924 |
| temp + phosphate | Indian | (27.25,27.5] | 0.0356928 | -0.0307023 | 0.0918000 |
| temp + phosphate | Indian | (27.5,27.75] | 0.2755207 | 0.2123395 | 0.3856709 |
| temp + phosphate | Indian | (27.75,27.85] | 0.8065437 | 0.7580447 | 0.8380137 |
| temp + phosphate | Indian | (27.85,27.95] | 0.8270211 | 0.8001030 | 0.8415896 |
| temp + phosphate | Indian | (27.95,28.05] | 0.8127114 | 0.7947269 | 0.8273650 |
| temp + phosphate | Indian | (28.05,28.1] | 0.9402626 | 0.9207341 | 0.9601853 |
| temp + phosphate | Indian | (28.1,28.2] | 0.7786881 | 0.7470470 | 0.7997204 |
| temp + phosphate | Indian | (28.2,28.3] | 0.7288641 | 0.7025928 | 0.7717912 |
| temp + phosphate | Indian | (28.3, Inf] | 0.3858511 | 0.3285887 | 0.4995273 |
| temp + phosphate | N_Atlantic | (-Inf,26] | 0.6174589 | 0.2353123 | 0.9996056 |
| temp + phosphate | N_Atlantic | (26,26.5] | -0.1401529 | -0.6689764 | 0.3886705 |
| temp + phosphate | N_Atlantic | (26.5,26.75] | 0.0370276 | -0.6709596 | 0.4269852 |
| temp + phosphate | N_Atlantic | (26.75,27] | 0.5304652 | 0.3783117 | 0.6440915 |
| temp + phosphate | N_Atlantic | (27,27.25] | 0.8218703 | 0.7334488 | 0.8870455 |
| temp + phosphate | N_Atlantic | (27.25,27.5] | 0.6926095 | 0.6246043 | 0.7382921 |
| temp + phosphate | N_Atlantic | (27.5,27.75] | 0.6380997 | 0.5702402 | 0.7124324 |
| temp + phosphate | N_Atlantic | (27.75,27.85] | 0.8627077 | 0.8453922 | 0.8918404 |
| temp + phosphate | N_Atlantic | (27.85,27.95] | 0.8388689 | 0.8192774 | 0.8616746 |
| temp + phosphate | N_Atlantic | (27.95,28.05] | 0.4831817 | 0.0933277 | 0.7832900 |
| temp + phosphate | N_Atlantic | (28.05,28.1] | 0.1660024 | -0.2309933 | 0.3747294 |
| temp + phosphate | N_Atlantic | (28.1,28.15] | -0.4442286 | -0.6925116 | -0.2111115 |
| temp + phosphate | N_Atlantic | (28.15,28.2] | -0.5904303 | -0.6691075 | -0.5439380 |
| temp + phosphate | N_Atlantic | (28.2, Inf] | 0.3135702 | -0.7870190 | 0.8755407 |
| temp + phosphate | N_Pacific | (-Inf,26] | 0.1379897 | -0.1803013 | 0.6700878 |
| temp + phosphate | N_Pacific | (26,26.5] | -0.4139238 | -0.5452307 | -0.3264211 |
| temp + phosphate | N_Pacific | (26.5,26.75] | -0.3800579 | -0.3973695 | -0.3673719 |
| temp + phosphate | N_Pacific | (26.75,27] | -0.0145844 | -0.1117609 | 0.1020614 |
| temp + phosphate | N_Pacific | (27,27.25] | -0.0724088 | -0.1944122 | 0.1020071 |
| temp + phosphate | N_Pacific | (27.25,27.5] | -0.7015521 | -0.7884132 | -0.6105257 |
| temp + phosphate | N_Pacific | (27.5,27.75] | -0.6515563 | -0.6630701 | -0.6432427 |
| temp + phosphate | N_Pacific | (27.75,27.85] | -0.2321197 | -0.3384396 | -0.1567196 |
| temp + phosphate | N_Pacific | (27.85,27.95] | 0.2396279 | 0.0589625 | 0.3757323 |
| temp + phosphate | N_Pacific | (27.95,28.05] | 0.6266397 | 0.5498470 | 0.6913835 |
| temp + phosphate | N_Pacific | (28.05,28.1] | 0.7407860 | 0.5863834 | 0.8471820 |
| temp + phosphate | N_Pacific | (28.1,28.2] | 0.9554336 | 0.9359485 | 0.9723126 |
| temp + phosphate | N_Pacific | (28.2,28.3] | 0.8027023 | 0.7426470 | 0.8397650 |
| temp + phosphate | N_Pacific | (28.3, Inf] | 0.5782959 | 0.3636404 | 0.8053041 |
| temp + phosphate | Pacific | (-Inf,26] | -0.5870909 | -0.6803960 | -0.4625069 |
| temp + phosphate | Pacific | (26,26.5] | -0.6535884 | -0.7205613 | -0.5202555 |
| temp + phosphate | Pacific | (26.5,26.75] | -0.6142245 | -0.7505197 | -0.3924439 |
| temp + phosphate | Pacific | (26.75,27] | -0.6640925 | -0.7568087 | -0.5100409 |
| temp + phosphate | Pacific | (27,27.25] | -0.7187853 | -0.7727236 | -0.6436143 |
| temp + phosphate | Pacific | (27.25,27.5] | -0.6138553 | -0.7093927 | -0.4655771 |
| temp + phosphate | Pacific | (27.5,27.75] | -0.3764439 | -0.4757134 | -0.2792980 |
| temp + phosphate | Pacific | (27.75,27.85] | 0.0282141 | -0.1107293 | 0.1904362 |
| temp + phosphate | Pacific | (27.85,27.95] | 0.1483635 | 0.0520228 | 0.2076443 |
| temp + phosphate | Pacific | (27.95,28.05] | 0.3198424 | 0.3094151 | 0.3275756 |
| temp + phosphate | Pacific | (28.05,28.1] | 0.4454918 | 0.4054664 | 0.4808690 |
| temp + phosphate | Pacific | (28.1,28.2] | 0.5720721 | 0.5240736 | 0.6429294 |
| temp + phosphate | Pacific | (28.2,28.3] | 0.7515018 | 0.7163707 | 0.7932905 |
| temp + phosphate | Pacific | (28.3, Inf] | 0.9396670 | 0.9260702 | 0.9500549 |
| temp + phosphate | SO | (26,26.5] | 0.1647087 | -0.3735134 | 0.8782832 |
| temp + phosphate | SO | (26.5,26.75] | -0.6067761 | -0.7445127 | -0.4046434 |
| temp + phosphate | SO | (26.75,27] | -0.6596634 | -0.6802777 | -0.6434691 |
| temp + phosphate | SO | (27,27.25] | -0.5309483 | -0.5617726 | -0.4858512 |
| temp + phosphate | SO | (27.25,27.5] | -0.1805366 | -0.2243873 | -0.1413259 |
| temp + phosphate | SO | (27.5,27.75] | -0.0858115 | -0.1347972 | -0.0480064 |
| temp + phosphate | SO | (27.75,27.85] | 0.5153522 | 0.4640740 | 0.5414990 |
| temp + phosphate | SO | (27.85,27.95] | 0.5246536 | 0.4739502 | 0.5879888 |
| temp + phosphate | SO | (27.95,28.05] | 0.4484713 | 0.2538130 | 0.6380261 |
| temp + phosphate | SO | (28.05,28.1] | 0.3163102 | 0.1401921 | 0.4521971 |
| temp + phosphate | SO | (28.1,28.15] | -0.6980324 | -0.7305445 | -0.6589211 |
| temp + phosphate | SO | (28.1,28.2] | 0.5736164 | 0.4806869 | 0.6677992 |
| temp + phosphate | SO | (28.15,28.2] | -0.6964777 | -0.7870590 | -0.6240687 |
| temp + phosphate | SO | (28.2, Inf] | -0.4120171 | -0.4854658 | -0.3162395 |
| temp + phosphate | SO | (28.2,28.3] | 0.7150390 | 0.6653104 | 0.7673112 |
| temp + phosphate | SO | (28.3, Inf] | 0.7918892 | 0.7114301 | 0.8801076 |
| temp + phosphate_star | Atlantic | (-Inf,26] | -0.6174600 | -0.8521395 | -0.4132004 |
| temp + phosphate_star | Atlantic | (26,26.5] | -0.8012578 | -0.8449774 | -0.7673033 |
| temp + phosphate_star | Atlantic | (26.5,26.75] | -0.8612848 | -0.9143089 | -0.8186804 |
| temp + phosphate_star | Atlantic | (26.75,27] | -0.8854101 | -0.9198804 | -0.8600758 |
| temp + phosphate_star | Atlantic | (27,27.25] | -0.9253427 | -0.9337112 | -0.9144570 |
| temp + phosphate_star | Atlantic | (27.25,27.5] | -0.9273065 | -0.9339389 | -0.9207051 |
| temp + phosphate_star | Atlantic | (27.5,27.75] | -0.8796525 | -0.8926406 | -0.8712242 |
| temp + phosphate_star | Atlantic | (27.75,27.85] | -0.9425604 | -0.9569265 | -0.9272810 |
| temp + phosphate_star | Atlantic | (27.85,27.95] | -0.9101513 | -0.9521360 | -0.8867782 |
| temp + phosphate_star | Atlantic | (27.95,28.05] | -0.8347419 | -0.8829090 | -0.7788842 |
| temp + phosphate_star | Atlantic | (28.05,28.1] | -0.8741009 | -0.9140861 | -0.8288285 |
| temp + phosphate_star | Atlantic | (28.1,28.15] | -0.8692768 | -0.8956855 | -0.8240518 |
| temp + phosphate_star | Atlantic | (28.15,28.2] | -0.9050851 | -0.9128145 | -0.8950790 |
| temp + phosphate_star | Atlantic | (28.2, Inf] | -0.9776781 | -0.9806602 | -0.9759301 |
| temp + phosphate_star | Indian | (-Inf,26] | -0.7474256 | -0.8365477 | -0.6241019 |
| temp + phosphate_star | Indian | (26,26.5] | -0.7944529 | -0.9093594 | -0.6722005 |
| temp + phosphate_star | Indian | (26.5,26.75] | -0.8383408 | -0.9218814 | -0.7965432 |
| temp + phosphate_star | Indian | (26.75,27] | -0.8655078 | -0.9210603 | -0.8357717 |
| temp + phosphate_star | Indian | (27,27.25] | -0.8712520 | -0.8945557 | -0.8419618 |
| temp + phosphate_star | Indian | (27.25,27.5] | -0.9167766 | -0.9510311 | -0.8868908 |
| temp + phosphate_star | Indian | (27.5,27.75] | -0.9624694 | -0.9770701 | -0.9430934 |
| temp + phosphate_star | Indian | (27.75,27.85] | -0.9703593 | -0.9796292 | -0.9647401 |
| temp + phosphate_star | Indian | (27.85,27.95] | -0.9690067 | -0.9744632 | -0.9641521 |
| temp + phosphate_star | Indian | (27.95,28.05] | -0.9197812 | -0.9559206 | -0.8966819 |
| temp + phosphate_star | Indian | (28.05,28.1] | -0.7017704 | -0.8534365 | -0.5776869 |
| temp + phosphate_star | Indian | (28.1,28.2] | -0.0849193 | -0.5636188 | 0.2212913 |
| temp + phosphate_star | Indian | (28.2,28.3] | 0.2849223 | 0.1816329 | 0.3574331 |
| temp + phosphate_star | Indian | (28.3, Inf] | -0.5743884 | -0.8453220 | -0.2039081 |
| temp + phosphate_star | N_Atlantic | (-Inf,26] | -0.9881683 | -0.9996056 | -0.9767310 |
| temp + phosphate_star | N_Atlantic | (26,26.5] | -0.8780477 | -0.9545938 | -0.8015015 |
| temp + phosphate_star | N_Atlantic | (26.5,26.75] | -0.9671167 | -0.9838971 | -0.9405644 |
| temp + phosphate_star | N_Atlantic | (26.75,27] | -0.9097039 | -0.9419395 | -0.8702062 |
| temp + phosphate_star | N_Atlantic | (27,27.25] | -0.9714425 | -0.9808799 | -0.9538162 |
| temp + phosphate_star | N_Atlantic | (27.25,27.5] | -0.9598282 | -0.9630227 | -0.9555889 |
| temp + phosphate_star | N_Atlantic | (27.5,27.75] | -0.8686482 | -0.8853032 | -0.8386454 |
| temp + phosphate_star | N_Atlantic | (27.75,27.85] | -0.1798429 | -0.2616439 | -0.0780914 |
| temp + phosphate_star | N_Atlantic | (27.85,27.95] | 0.0629437 | 0.0087231 | 0.1548306 |
| temp + phosphate_star | N_Atlantic | (27.95,28.05] | -0.0354571 | -0.4578888 | 0.3609995 |
| temp + phosphate_star | N_Atlantic | (28.05,28.1] | -0.1056467 | -0.4992237 | 0.1464849 |
| temp + phosphate_star | N_Atlantic | (28.1,28.15] | -0.5813923 | -0.8721590 | -0.3191701 |
| temp + phosphate_star | N_Atlantic | (28.15,28.2] | -0.7064206 | -0.7910066 | -0.6376055 |
| temp + phosphate_star | N_Atlantic | (28.2, Inf] | 0.2899812 | -0.8157918 | 0.8546618 |
| temp + phosphate_star | N_Pacific | (-Inf,26] | -0.9664069 | -0.9685045 | -0.9625848 |
| temp + phosphate_star | N_Pacific | (26,26.5] | -0.9656616 | -0.9788693 | -0.9429468 |
| temp + phosphate_star | N_Pacific | (26.5,26.75] | -0.8968331 | -0.9488572 | -0.8126334 |
| temp + phosphate_star | N_Pacific | (26.75,27] | -0.9616782 | -0.9671700 | -0.9548159 |
| temp + phosphate_star | N_Pacific | (27,27.25] | -0.9546883 | -0.9809443 | -0.9292733 |
| temp + phosphate_star | N_Pacific | (27.25,27.5] | -0.8392210 | -0.8792366 | -0.7990590 |
| temp + phosphate_star | N_Pacific | (27.5,27.75] | -0.8641790 | -0.8956627 | -0.8273105 |
| temp + phosphate_star | N_Pacific | (27.75,27.85] | -0.7873331 | -0.8335054 | -0.7388219 |
| temp + phosphate_star | N_Pacific | (27.85,27.95] | -0.8032910 | -0.8845507 | -0.7297349 |
| temp + phosphate_star | N_Pacific | (27.95,28.05] | -0.9197711 | -0.9538978 | -0.8999707 |
| temp + phosphate_star | N_Pacific | (28.05,28.1] | -0.7659095 | -0.8835642 | -0.6479254 |
| temp + phosphate_star | N_Pacific | (28.1,28.2] | -0.9296620 | -0.9377095 | -0.9206223 |
| temp + phosphate_star | N_Pacific | (28.2,28.3] | -0.3370835 | -0.4105177 | -0.2964247 |
| temp + phosphate_star | N_Pacific | (28.3, Inf] | -0.5764555 | -0.7291508 | -0.2996030 |
| temp + phosphate_star | Pacific | (-Inf,26] | -0.8885901 | -0.9102288 | -0.8587882 |
| temp + phosphate_star | Pacific | (26,26.5] | -0.9313394 | -0.9527253 | -0.9063190 |
| temp + phosphate_star | Pacific | (26.5,26.75] | -0.9394037 | -0.9590079 | -0.9061788 |
| temp + phosphate_star | Pacific | (26.75,27] | -0.9212614 | -0.9414733 | -0.8867238 |
| temp + phosphate_star | Pacific | (27,27.25] | -0.9148794 | -0.9277767 | -0.8948415 |
| temp + phosphate_star | Pacific | (27.25,27.5] | -0.8840656 | -0.9141332 | -0.8421280 |
| temp + phosphate_star | Pacific | (27.5,27.75] | -0.8689710 | -0.8847545 | -0.8443708 |
| temp + phosphate_star | Pacific | (27.75,27.85] | -0.7322989 | -0.7911796 | -0.6938767 |
| temp + phosphate_star | Pacific | (27.85,27.95] | -0.7590817 | -0.7898855 | -0.7213707 |
| temp + phosphate_star | Pacific | (27.95,28.05] | -0.7572892 | -0.7959853 | -0.7369537 |
| temp + phosphate_star | Pacific | (28.05,28.1] | -0.2767402 | -0.3372468 | -0.2066247 |
| temp + phosphate_star | Pacific | (28.1,28.2] | -0.5566004 | -0.6246015 | -0.4894571 |
| temp + phosphate_star | Pacific | (28.2,28.3] | -0.2581059 | -0.3774389 | -0.1590634 |
| temp + phosphate_star | Pacific | (28.3, Inf] | -0.8822392 | -0.8920310 | -0.8736628 |
| temp + phosphate_star | SO | (26,26.5] | -0.9630335 | -0.9786471 | -0.9524257 |
| temp + phosphate_star | SO | (26.5,26.75] | -0.9677236 | -0.9778933 | -0.9598021 |
| temp + phosphate_star | SO | (26.75,27] | -0.9638130 | -0.9710243 | -0.9552295 |
| temp + phosphate_star | SO | (27,27.25] | -0.9807890 | -0.9824883 | -0.9776424 |
| temp + phosphate_star | SO | (27.25,27.5] | -0.9922712 | -0.9941516 | -0.9910620 |
| temp + phosphate_star | SO | (27.5,27.75] | -0.9806676 | -0.9849448 | -0.9747282 |
| temp + phosphate_star | SO | (27.75,27.85] | -0.9601052 | -0.9698156 | -0.9513791 |
| temp + phosphate_star | SO | (27.85,27.95] | -0.9607366 | -0.9651330 | -0.9525157 |
| temp + phosphate_star | SO | (27.95,28.05] | -0.9541515 | -0.9584140 | -0.9464540 |
| temp + phosphate_star | SO | (28.05,28.1] | -0.9542102 | -0.9650828 | -0.9443381 |
| temp + phosphate_star | SO | (28.1,28.15] | -0.9665704 | -0.9681528 | -0.9635976 |
| temp + phosphate_star | SO | (28.1,28.2] | -0.9633332 | -0.9664137 | -0.9598128 |
| temp + phosphate_star | SO | (28.15,28.2] | -0.9694293 | -0.9732329 | -0.9622266 |
| temp + phosphate_star | SO | (28.2, Inf] | -0.8168564 | -0.8179091 | -0.8147931 |
| temp + phosphate_star | SO | (28.2,28.3] | -0.9507455 | -0.9625661 | -0.9421430 |
| temp + phosphate_star | SO | (28.3, Inf] | -0.8092796 | -0.8598521 | -0.7820729 |
| temp + silicate | Atlantic | (-Inf,26] | -0.2284886 | -0.6683518 | 0.6508199 |
| temp + silicate | Atlantic | (26,26.5] | 0.0802357 | 0.0374003 | 0.1086413 |
| temp + silicate | Atlantic | (26.5,26.75] | 0.0597108 | -0.0552582 | 0.1906585 |
| temp + silicate | Atlantic | (26.75,27] | -0.2862248 | -0.3436727 | -0.2005139 |
| temp + silicate | Atlantic | (27,27.25] | -0.7043346 | -0.7266637 | -0.6856148 |
| temp + silicate | Atlantic | (27.25,27.5] | -0.8366468 | -0.8455026 | -0.8278056 |
| temp + silicate | Atlantic | (27.5,27.75] | -0.7863647 | -0.8166182 | -0.7615463 |
| temp + silicate | Atlantic | (27.75,27.85] | -0.9262958 | -0.9474666 | -0.9059889 |
| temp + silicate | Atlantic | (27.85,27.95] | -0.9064000 | -0.9502471 | -0.8794945 |
| temp + silicate | Atlantic | (27.95,28.05] | -0.8447180 | -0.8861870 | -0.7908242 |
| temp + silicate | Atlantic | (28.05,28.1] | -0.9012417 | -0.9286061 | -0.8715281 |
| temp + silicate | Atlantic | (28.1,28.15] | -0.8860387 | -0.9049724 | -0.8544341 |
| temp + silicate | Atlantic | (28.15,28.2] | -0.8407521 | -0.8568943 | -0.8264308 |
| temp + silicate | Atlantic | (28.2, Inf] | -0.9551615 | -0.9613698 | -0.9475365 |
| temp + silicate | Indian | (-Inf,26] | -0.5569509 | -0.6515633 | -0.3701200 |
| temp + silicate | Indian | (26,26.5] | -0.5752412 | -0.6258782 | -0.4825959 |
| temp + silicate | Indian | (26.5,26.75] | -0.5413397 | -0.5666093 | -0.5014064 |
| temp + silicate | Indian | (26.75,27] | -0.3658953 | -0.4086839 | -0.2898682 |
| temp + silicate | Indian | (27,27.25] | -0.3405857 | -0.4028130 | -0.2308785 |
| temp + silicate | Indian | (27.25,27.5] | -0.1157523 | -0.2278821 | -0.0308260 |
| temp + silicate | Indian | (27.5,27.75] | 0.0787234 | -0.0640872 | 0.1998757 |
| temp + silicate | Indian | (27.75,27.85] | 0.7350884 | 0.6489248 | 0.7873743 |
| temp + silicate | Indian | (27.85,27.95] | 0.7599134 | 0.7003026 | 0.8033152 |
| temp + silicate | Indian | (27.95,28.05] | 0.7136466 | 0.6912583 | 0.7254778 |
| temp + silicate | Indian | (28.05,28.1] | 0.9202830 | 0.8896637 | 0.9518185 |
| temp + silicate | Indian | (28.1,28.2] | 0.5388551 | 0.3798933 | 0.6324323 |
| temp + silicate | Indian | (28.2,28.3] | 0.3714966 | 0.3198376 | 0.4335352 |
| temp + silicate | Indian | (28.3, Inf] | 0.4838504 | 0.2897754 | 0.6422499 |
| temp + silicate | N_Atlantic | (-Inf,26] | -0.9512732 | -0.9996056 | -0.9029409 |
| temp + silicate | N_Atlantic | (26,26.5] | 0.5145772 | 0.1516852 | 0.8774693 |
| temp + silicate | N_Atlantic | (26.5,26.75] | 0.4749527 | 0.4026677 | 0.5362871 |
| temp + silicate | N_Atlantic | (26.75,27] | 0.8276891 | 0.8116185 | 0.8547417 |
| temp + silicate | N_Atlantic | (27,27.25] | 0.9412694 | 0.9149531 | 0.9563179 |
| temp + silicate | N_Atlantic | (27.25,27.5] | 0.8414014 | 0.7957917 | 0.8742121 |
| temp + silicate | N_Atlantic | (27.5,27.75] | 0.7392509 | 0.7122316 | 0.7615225 |
| temp + silicate | N_Atlantic | (27.75,27.85] | 0.5749647 | 0.4031670 | 0.6885382 |
| temp + silicate | N_Atlantic | (27.85,27.95] | 0.2127595 | 0.1231253 | 0.3247543 |
| temp + silicate | N_Atlantic | (27.95,28.05] | 0.0033347 | -0.1629737 | 0.2649608 |
| temp + silicate | N_Atlantic | (28.05,28.1] | -0.3291268 | -0.7136105 | 0.1190521 |
| temp + silicate | N_Atlantic | (28.1,28.15] | -0.4413543 | -0.6529104 | -0.2890094 |
| temp + silicate | N_Atlantic | (28.15,28.2] | -0.6147040 | -0.6838252 | -0.5686269 |
| temp + silicate | N_Atlantic | (28.2, Inf] | 0.2637089 | -0.7664715 | 0.7945766 |
| temp + silicate | N_Pacific | (-Inf,26] | 0.2941239 | -0.0371816 | 0.5157033 |
| temp + silicate | N_Pacific | (26,26.5] | -0.0884998 | -0.4073076 | 0.0853149 |
| temp + silicate | N_Pacific | (26.5,26.75] | -0.1340281 | -0.1779205 | -0.1056869 |
| temp + silicate | N_Pacific | (26.75,27] | 0.2677725 | 0.1668405 | 0.3269518 |
| temp + silicate | N_Pacific | (27,27.25] | 0.1046724 | 0.0408378 | 0.1547528 |
| temp + silicate | N_Pacific | (27.25,27.5] | -0.6701735 | -0.7781074 | -0.5819393 |
| temp + silicate | N_Pacific | (27.5,27.75] | -0.9473587 | -0.9530061 | -0.9437512 |
| temp + silicate | N_Pacific | (27.75,27.85] | -0.7505945 | -0.7695709 | -0.7391991 |
| temp + silicate | N_Pacific | (27.85,27.95] | -0.4155778 | -0.5494591 | -0.2224615 |
| temp + silicate | N_Pacific | (27.95,28.05] | -0.3096878 | -0.3320903 | -0.2928012 |
| temp + silicate | N_Pacific | (28.05,28.1] | 0.3069793 | 0.2038903 | 0.4101315 |
| temp + silicate | N_Pacific | (28.1,28.2] | 0.1082182 | 0.0234777 | 0.2199083 |
| temp + silicate | N_Pacific | (28.2,28.3] | 0.6735266 | 0.5758389 | 0.7514034 |
| temp + silicate | N_Pacific | (28.3, Inf] | 0.5889544 | 0.3570185 | 0.7749784 |
| temp + silicate | Pacific | (-Inf,26] | -0.7623107 | -0.7992243 | -0.7200801 |
| temp + silicate | Pacific | (26,26.5] | -0.7890228 | -0.8129156 | -0.7520210 |
| temp + silicate | Pacific | (26.5,26.75] | -0.8310940 | -0.8675924 | -0.7598214 |
| temp + silicate | Pacific | (26.75,27] | -0.8563593 | -0.9052266 | -0.7958542 |
| temp + silicate | Pacific | (27,27.25] | -0.8607119 | -0.8882784 | -0.8241620 |
| temp + silicate | Pacific | (27.25,27.5] | -0.7696069 | -0.8230527 | -0.6864037 |
| temp + silicate | Pacific | (27.5,27.75] | -0.5764276 | -0.6567881 | -0.5008638 |
| temp + silicate | Pacific | (27.75,27.85] | -0.1433005 | -0.2763991 | 0.0022768 |
| temp + silicate | Pacific | (27.85,27.95] | -0.0400130 | -0.1324017 | 0.0098185 |
| temp + silicate | Pacific | (27.95,28.05] | 0.1084293 | 0.0872952 | 0.1472163 |
| temp + silicate | Pacific | (28.05,28.1] | 0.3817930 | 0.3458105 | 0.4011161 |
| temp + silicate | Pacific | (28.1,28.2] | 0.1899349 | 0.1068054 | 0.2573719 |
| temp + silicate | Pacific | (28.2,28.3] | 0.6451216 | 0.6205860 | 0.6665705 |
| temp + silicate | Pacific | (28.3, Inf] | 0.9382561 | 0.9260615 | 0.9458841 |
| temp + silicate | SO | (26,26.5] | 0.6025662 | 0.2679670 | 0.9443382 |
| temp + silicate | SO | (26.5,26.75] | 0.0857039 | -0.2558806 | 0.5022279 |
| temp + silicate | SO | (26.75,27] | -0.1944282 | -0.2451524 | -0.1393166 |
| temp + silicate | SO | (27,27.25] | -0.3926414 | -0.4247770 | -0.3367227 |
| temp + silicate | SO | (27.25,27.5] | -0.1635973 | -0.2304470 | -0.1227612 |
| temp + silicate | SO | (27.5,27.75] | -0.0741137 | -0.1181064 | -0.0422293 |
| temp + silicate | SO | (27.75,27.85] | 0.4983108 | 0.4103929 | 0.5581607 |
| temp + silicate | SO | (27.85,27.95] | 0.4907747 | 0.4423266 | 0.5580366 |
| temp + silicate | SO | (27.95,28.05] | 0.5089055 | 0.3495571 | 0.6755770 |
| temp + silicate | SO | (28.05,28.1] | 0.5058180 | 0.4021486 | 0.5831250 |
| temp + silicate | SO | (28.1,28.15] | -0.3701127 | -0.4185210 | -0.3390068 |
| temp + silicate | SO | (28.1,28.2] | 0.6728561 | 0.6399623 | 0.7100720 |
| temp + silicate | SO | (28.15,28.2] | -0.3220105 | -0.4146577 | -0.2553535 |
| temp + silicate | SO | (28.2, Inf] | -0.2574949 | -0.3347433 | -0.1823963 |
| temp + silicate | SO | (28.2,28.3] | 0.8077109 | 0.7937631 | 0.8162603 |
| temp + silicate | SO | (28.3, Inf] | 0.6300766 | 0.5474901 | 0.7234605 |
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 |
|---|---|---|
| 3ba7852 | Donghe-Zhu | 2021-07-29 |
| ec68363 | Donghe-Zhu | 2021-07-28 |
| d3018f6 | Donghe-Zhu | 2021-07-28 |
| b8ba2c4 | Donghe-Zhu | 2021-07-28 |
| a4ddd84 | Donghe-Zhu | 2021-07-27 |
| 7ef49ab | Donghe-Zhu | 2021-07-27 |
| da818c0 | Donghe-Zhu | 2021-07-27 |
| 8623898 | Donghe-Zhu | 2021-07-27 |
| f84b77c | Donghe-Zhu | 2021-07-27 |
| 70ad9a5 | Donghe-Zhu | 2021-07-27 |
| 0d0b48d | Donghe-Zhu | 2021-07-27 |
| d0d97c6 | Donghe-Zhu | 2021-07-27 |
| 829510d | Donghe-Zhu | 2021-07-27 |
| 780627d | Donghe-Zhu | 2021-07-27 |
| e9838c9 | Donghe-Zhu | 2021-07-27 |
| 2777f33 | Donghe-Zhu | 2021-07-27 |
| d19760f | Donghe-Zhu | 2021-07-27 |
| cac5680 | Donghe-Zhu | 2021-07-23 |
| 7bb279a | Donghe-Zhu | 2021-07-23 |
| d52eac4 | Donghe-Zhu | 2021-07-23 |
| dcf34b1 | Donghe-Zhu | 2021-07-23 |
| 419cb72 | Donghe-Zhu | 2021-07-22 |
| 9447d10 | Donghe-Zhu | 2021-07-22 |
| 639c9a0 | Donghe-Zhu | 2021-07-22 |
| 25bb96f | Donghe-Zhu | 2021-07-22 |
| cdc98a3 | Donghe-Zhu | 2021-07-22 |
| e4805a1 | Donghe-Zhu | 2021-07-22 |
| 7957fd1 | Donghe-Zhu | 2021-07-21 |
| b94be4e | Donghe-Zhu | 2021-07-21 |
| 9950e70 | Donghe-Zhu | 2021-07-21 |
| 698b6f0 | Donghe-Zhu | 2021-07-20 |
| d84a1cb | Donghe-Zhu | 2021-07-20 |
| 4dce223 | Donghe-Zhu | 2021-07-20 |
| 6f28c0c | Donghe-Zhu | 2021-07-20 |
| db1e7b7 | Donghe-Zhu | 2021-07-19 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
| 57d0420 | Donghe-Zhu | 2021-07-16 |
| c1be8f6 | Donghe-Zhu | 2021-07-16 |
| 26a7c15 | Donghe-Zhu | 2021-07-16 |
| 046902b | Donghe-Zhu | 2021-07-16 |
| 3d4ac14 | Donghe-Zhu | 2021-07-15 |
| be6fff9 | Donghe-Zhu | 2021-07-15 |
| b473472 | Donghe-Zhu | 2021-07-15 |
| 363270a | Donghe-Zhu | 2021-07-15 |
| 8b75a03 | Donghe-Zhu | 2021-07-15 |
| a01e135 | Donghe-Zhu | 2021-07-07 |
| bc83ef2 | Donghe-Zhu | 2021-07-07 |
| 75e7b07 | Donghe-Zhu | 2021-07-06 |
| 697aa6d | Donghe-Zhu | 2021-07-06 |
| d52e2de | Donghe-Zhu | 2021-07-06 |
| f2bde6b | Donghe-Zhu | 2021-07-06 |
| 1133f28 | Donghe-Zhu | 2021-07-06 |
| fe3a1cd | Donghe-Zhu | 2021-07-06 |
| d9cdf15 | Donghe-Zhu | 2021-07-06 |
| ee4cd2d | Donghe-Zhu | 2021-07-06 |
| 93821c1 | Donghe-Zhu | 2021-07-05 |
| d44db8e | Donghe-Zhu | 2021-07-05 |
| 20b3436 | Donghe-Zhu | 2021-07-05 |
| d982ea5 | Donghe-Zhu | 2021-07-05 |
| 7397e53 | Donghe-Zhu | 2021-07-05 |
| f2e4805 | Donghe-Zhu | 2021-07-05 |
| e2d011a | Donghe-Zhu | 2021-07-05 |
| 85e0349 | Donghe-Zhu | 2021-07-05 |
| 6ee0146 | Donghe-Zhu | 2021-07-05 |
| a482a6b | Donghe-Zhu | 2021-07-05 |
| f59f1b3 | Donghe-Zhu | 2021-07-05 |
| 116bcab | Donghe-Zhu | 2021-07-04 |
| cb1c8dc | Donghe-Zhu | 2021-07-04 |
| c9bdd83 | Donghe-Zhu | 2021-07-04 |
| 1920ad9 | Donghe-Zhu | 2021-07-04 |
| 0b02791 | Donghe-Zhu | 2021-06-25 |
| caf62d8 | Donghe-Zhu | 2021-06-25 |
| 90a9da5 | Donghe-Zhu | 2021-06-25 |
| bb413c8 | Donghe-Zhu | 2021-06-25 |
| e7a5266 | Donghe-Zhu | 2021-06-24 |
| 7c57720 | Donghe-Zhu | 2021-06-24 |
| b5b95a9 | Donghe-Zhu | 2021-06-24 |
| 472aad4 | Donghe-Zhu | 2021-06-24 |
| d517836 | Donghe-Zhu | 2021-06-24 |
| 9221bfe | Donghe-Zhu | 2021-06-24 |
| bff5fbf | Donghe-Zhu | 2021-06-23 |
| 256a616 | Donghe-Zhu | 2021-06-23 |
| 00072e2 | Donghe-Zhu | 2021-06-23 |
| 7431530 | Donghe-Zhu | 2021-06-20 |
| d20c383 | Donghe-Zhu | 2021-06-18 |
| b0874a2 | Donghe-Zhu | 2021-06-17 |
| 72c2f2e | Donghe-Zhu | 2021-06-15 |
| d97dcb6 | Donghe-Zhu | 2021-06-08 |
| 25dda1d | Donghe-Zhu | 2021-06-08 |
| bd2bcc3 | Donghe-Zhu | 2021-06-08 |
| e9b27d7 | Donghe-Zhu | 2021-06-07 |
| 7ae0d4b | Donghe-Zhu | 2021-06-07 |
| 325391f | Donghe-Zhu | 2021-06-07 |
| ed89970 | Donghe-Zhu | 2021-06-07 |
| df37958 | Donghe-Zhu | 2021-06-07 |
| 812bf63 | Donghe-Zhu | 2021-06-06 |
| 65c89c8 | Donghe-Zhu | 2021-06-06 |
| 9baa3b2 | Donghe-Zhu | 2021-06-06 |
| b7d99cf | Donghe-Zhu | 2021-06-06 |
| 5d8fa90 | Donghe-Zhu | 2021-06-06 |
| dbe2a95 | Donghe-Zhu | 2021-05-28 |
| d50b039 | Donghe-Zhu | 2021-05-28 |
| 441ebe5 | Donghe-Zhu | 2021-05-28 |
| 6262ad3 | Donghe-Zhu | 2021-05-28 |
| a61aa77 | Donghe-Zhu | 2021-05-28 |
| b8dbce4 | Donghe-Zhu | 2021-05-28 |
| 94a833e | Donghe-Zhu | 2021-05-27 |
| 5e0bd64 | Donghe-Zhu | 2021-05-27 |
| af1eadd | Donghe-Zhu | 2021-05-27 |
| 9179bfe | Donghe-Zhu | 2021-05-27 |
| 28cbe5e | Donghe-Zhu | 2021-05-27 |
| a618f02 | Donghe-Zhu | 2021-05-27 |
| 4623e38 | Donghe-Zhu | 2021-05-27 |
| b81bb49 | Donghe-Zhu | 2021-05-27 |
| 951e188 | Donghe-Zhu | 2021-05-27 |
| e377833 | Donghe-Zhu | 2021-05-26 |
| 2705a04 | Donghe-Zhu | 2021-03-28 |
| cd5f759 | Donghe-Zhu | 2021-03-28 |
| 75dda4d | Donghe-Zhu | 2021-03-27 |
| 0b19f6e | Donghe-Zhu | 2021-03-27 |
| e2704ca | Donghe-Zhu | 2021-03-27 |
| 3061a0b | Donghe-Zhu | 2021-03-27 |
| b883157 | Donghe-Zhu | 2021-03-27 |
| d19654d | Donghe-Zhu | 2021-03-26 |
| 1914a11 | Donghe-Zhu | 2021-03-24 |
| 8be810e | Donghe-Zhu | 2021-03-23 |
| bf19764 | Donghe-Zhu | 2021-03-22 |
| 3ec9d3d | Donghe-Zhu | 2021-03-22 |
| 134ace1 | Donghe-Zhu | 2021-03-22 |
| f6d70a4 | Donghe-Zhu | 2021-03-22 |
| 183443b | Donghe-Zhu | 2021-03-21 |
| 2e6976b | Donghe-Zhu | 2021-03-21 |
| 51a42bd | Donghe-Zhu | 2021-03-16 |
| f745381 | Donghe-Zhu | 2021-03-16 |
| aecbf75 | Donghe-Zhu | 2021-03-14 |
| 1b2a0c2 | Donghe-Zhu | 2021-03-14 |
| 6733e48 | Donghe-Zhu | 2021-03-12 |
| ba71e6a | Donghe-Zhu | 2021-03-12 |
| 9dbf5bd | Donghe-Zhu | 2021-03-11 |
| a49df30 | Donghe-Zhu | 2021-03-11 |
| b3348a5 | Donghe-Zhu | 2021-03-11 |
| 1c24ff7 | Donghe-Zhu | 2021-03-10 |
| 94ce5a8 | Donghe-Zhu | 2021-03-10 |
| db33928 | Donghe-Zhu | 2021-03-10 |
| 3d1f470 | Donghe-Zhu | 2021-03-10 |
| 9b7bc66 | Donghe-Zhu | 2021-03-10 |
| 5365f80 | Donghe-Zhu | 2021-03-10 |
| 2b6c392 | Donghe-Zhu | 2021-03-10 |
| 9f58753 | Donghe-Zhu | 2021-03-10 |
| 9d5a62c | Donghe-Zhu | 2021-03-10 |
| 5d1e70b | Donghe-Zhu | 2021-03-10 |
| 2093979 | Donghe-Zhu | 2021-03-10 |
| cc2a956 | Donghe-Zhu | 2021-03-10 |
| 17f1c4a | Donghe-Zhu | 2021-03-09 |
| 02f7242 | Donghe-Zhu | 2021-03-09 |
| 1691156 | Donghe-Zhu | 2021-03-08 |
| c0ceaf8 | Donghe-Zhu | 2021-03-08 |
| 058e0a1 | Donghe-Zhu | 2021-03-08 |
| 112dea0 | Donghe-Zhu | 2021-03-08 |
| 1843412 | Donghe-Zhu | 2021-03-08 |
| 3fbbfa4 | Donghe-Zhu | 2021-03-07 |
| 627c8fb | Donghe-Zhu | 2021-03-07 |
| 8c1e978 | Donghe-Zhu | 2021-03-05 |
| 865f68c | Donghe-Zhu | 2021-03-05 |
| ee69bc1 | Donghe-Zhu | 2021-03-05 |
| a79291f | Donghe-Zhu | 2021-03-05 |
| e8c6f30 | Donghe-Zhu | 2021-03-04 |
| 59288fe | Donghe-Zhu | 2021-03-04 |
| 731abc8 | Donghe-Zhu | 2021-03-04 |
| e2a5a33 | Donghe-Zhu | 2021-03-04 |
| c7892c1 | Donghe-Zhu | 2021-03-04 |
| 924430b | Donghe-Zhu | 2021-03-03 |
| 0d0bca1 | Donghe-Zhu | 2021-03-03 |
| cb63c16 | Donghe-Zhu | 2021-03-03 |
| ffda45a | Donghe-Zhu | 2021-03-03 |
| 691ba81 | Donghe-Zhu | 2021-03-03 |
| c5e45a2 | Donghe-Zhu | 2021-03-03 |
| 89c3e58 | Donghe-Zhu | 2021-03-03 |
| c911669 | Donghe-Zhu | 2021-03-03 |
| 13666ca | Donghe-Zhu | 2021-03-01 |
| 7a388f7 | Donghe-Zhu | 2021-03-01 |
| 799e913 | Donghe-Zhu | 2021-03-01 |
| 66ff99f | Donghe-Zhu | 2021-03-01 |
| ac9bb7a | Donghe-Zhu | 2021-02-28 |
| efdc047 | Donghe-Zhu | 2021-02-28 |
| e9a7418 | Donghe-Zhu | 2021-02-28 |
| 54d5b5b | Donghe-Zhu | 2021-02-27 |
| 330f064 | Donghe-Zhu | 2021-02-27 |
| 5937141 | Donghe-Zhu | 2021-02-27 |
| 4414bbf | Donghe-Zhu | 2021-02-27 |
| a265efb | Donghe-Zhu | 2021-02-27 |
| 19edd1e | Donghe-Zhu | 2021-02-27 |
| f20483f | Donghe-Zhu | 2021-02-26 |
| 6a2c7b3 | Donghe-Zhu | 2021-02-25 |
| 354c224 | Donghe-Zhu | 2021-02-24 |
| 1a0a88a | Donghe-Zhu | 2021-02-24 |
| 57f701e | Donghe-Zhu | 2021-02-24 |
| 06f3149 | Donghe-Zhu | 2021-02-16 |
| 5dce4b1 | Donghe-Zhu | 2021-02-15 |
| 4469a0c | Donghe-Zhu | 2021-02-13 |
| 5ae6a69 | Donghe-Zhu | 2021-02-10 |
| 05385dc | Donghe-Zhu | 2021-02-10 |
| f791ae4 | Donghe-Zhu | 2021-02-09 |
| f71ae34 | Donghe-Zhu | 2021-02-09 |
| a145fa7 | Donghe-Zhu | 2021-02-09 |
| c344e42 | Donghe-Zhu | 2021-02-08 |
| 1fad5f1 | Donghe-Zhu | 2021-02-07 |
| ca03c39 | Donghe-Zhu | 2021-02-07 |
| cd7c52c | Donghe-Zhu | 2021-02-04 |
| bcf84f4 | Donghe-Zhu | 2021-02-02 |
| 865b582 | Donghe-Zhu | 2021-01-31 |
| 3e68089 | Donghe-Zhu | 2021-01-31 |
| ecf335c | Donghe-Zhu | 2021-01-31 |
| a618965 | Donghe-Zhu | 2021-01-31 |
| 59e006e | Donghe-Zhu | 2021-01-31 |
| a1c8f87 | Donghe-Zhu | 2021-01-31 |
| ae5c18f | Donghe-Zhu | 2021-01-31 |
| b50fe52 | Donghe-Zhu | 2021-01-31 |
| ac99ae5 | jens-daniel-mueller | 2021-01-29 |
| b5bdcaf | Donghe-Zhu | 2021-01-29 |
| 372adf5 | Donghe-Zhu | 2021-01-29 |
| af8788e | Donghe-Zhu | 2021-01-29 |
| 21c91c9 | Donghe-Zhu | 2021-01-29 |
| eded038 | Donghe-Zhu | 2021-01-29 |
| 541d4dd | Donghe-Zhu | 2021-01-29 |
| 6a75576 | Donghe-Zhu | 2021-01-28 |
| 16fba40 | Donghe-Zhu | 2021-01-28 |
| 12bc567 | Donghe-Zhu | 2021-01-27 |
| ceed31b | Donghe-Zhu | 2021-01-27 |
| 342402d | Donghe-Zhu | 2021-01-27 |
| 5bad5c2 | Donghe-Zhu | 2021-01-27 |
| 61efb56 | Donghe-Zhu | 2021-01-25 |
| 48f638e | Donghe-Zhu | 2021-01-25 |
| c1cec47 | Donghe-Zhu | 2021-01-25 |
| 05ffb0c | Donghe-Zhu | 2021-01-25 |
| 8b97165 | Donghe-Zhu | 2021-01-25 |
| c569946 | Donghe-Zhu | 2021-01-24 |
| a2f0d56 | Donghe-Zhu | 2021-01-23 |
| 28509fc | Donghe-Zhu | 2021-01-23 |
| 4c28e4a | Donghe-Zhu | 2021-01-22 |
| 24cc264 | jens-daniel-mueller | 2021-01-22 |
| 7891955 | Donghe-Zhu | 2021-01-21 |
| d4cf1cb | Donghe-Zhu | 2021-01-21 |
| 1f3e5b6 | jens-daniel-mueller | 2021-01-20 |
| 0e7bdf1 | jens-daniel-mueller | 2021-01-15 |
| 4571843 | jens-daniel-mueller | 2021-01-14 |
| b3564aa | jens-daniel-mueller | 2021-01-14 |
| 8d032c3 | jens-daniel-mueller | 2021-01-14 |
| 17dee1d | jens-daniel-mueller | 2021-01-13 |
| 7cdea0c | jens-daniel-mueller | 2021-01-06 |
| fa85b93 | jens-daniel-mueller | 2021-01-06 |
| e5cb81a | Donghe-Zhu | 2021-01-05 |
| a499f10 | Donghe-Zhu | 2021-01-05 |
| fb8a752 | Donghe-Zhu | 2020-12-23 |
| 8fae0b2 | Donghe-Zhu | 2020-12-21 |
| c8b76b3 | jens-daniel-mueller | 2020-12-19 |
# print table
kable(cor_target_predictor_stats) %>%
add_header_above() %>%
kable_styling() %>%
scroll_box(width = "100%", height = "400px")| predictor | basin | gamma_slab | mean_r | min_r | max_r |
|---|---|---|---|---|---|
| aou | Atlantic | (-Inf,26] | 0.7243496 | 0.6551319 | 0.7843868 |
| aou | Atlantic | (26,26.5] | 0.0129479 | -0.0486178 | 0.0476099 |
| aou | Atlantic | (26.5,26.75] | -0.0736292 | -0.2535777 | 0.0506290 |
| aou | Atlantic | (26.75,27] | 0.0388570 | -0.2384986 | 0.1967306 |
| aou | Atlantic | (27,27.25] | -0.0254172 | -0.1802964 | 0.0727937 |
| aou | Atlantic | (27.25,27.5] | -0.0908295 | -0.1590878 | -0.0305273 |
| aou | Atlantic | (27.5,27.75] | -0.2952913 | -0.3445329 | -0.2264466 |
| aou | Atlantic | (27.75,27.85] | -0.4181393 | -0.4569720 | -0.3567268 |
| aou | Atlantic | (27.85,27.95] | -0.6922954 | -0.7398658 | -0.6549580 |
| aou | Atlantic | (27.95,28.05] | -0.7768063 | -0.8314169 | -0.7120062 |
| aou | Atlantic | (28.05,28.1] | -0.9730865 | -0.9788138 | -0.9617054 |
| aou | Atlantic | (28.1,28.15] | -0.9821673 | -0.9868295 | -0.9745914 |
| aou | Atlantic | (28.15,28.2] | -0.9734307 | -0.9798671 | -0.9647685 |
| aou | Atlantic | (28.2, Inf] | -0.9889039 | -0.9901416 | -0.9880203 |
| aou | Indian | (-Inf,26] | -0.2410207 | -0.5905753 | 0.1675845 |
| aou | Indian | (26,26.5] | -0.7256867 | -0.7523708 | -0.6769880 |
| aou | Indian | (26.5,26.75] | -0.8847513 | -0.9070428 | -0.8443493 |
| aou | Indian | (26.75,27] | -0.9308270 | -0.9554516 | -0.9076665 |
| aou | Indian | (27,27.25] | -0.9018226 | -0.9479770 | -0.8710368 |
| aou | Indian | (27.25,27.5] | -0.7357251 | -0.8543407 | -0.6755445 |
| aou | Indian | (27.5,27.75] | -0.1771829 | -0.4433608 | 0.1806954 |
| aou | Indian | (27.75,27.85] | 0.6697235 | 0.5444430 | 0.9022805 |
| aou | Indian | (27.85,27.95] | 0.7760180 | 0.5982194 | 0.9053787 |
| aou | Indian | (27.95,28.05] | 0.7227742 | 0.4599351 | 0.8690827 |
| aou | Indian | (28.05,28.1] | 0.6071973 | 0.4007003 | 0.8113666 |
| aou | Indian | (28.1,28.2] | -0.1857268 | -0.5324184 | 0.2656827 |
| aou | Indian | (28.2,28.3] | -0.8463892 | -0.9116733 | -0.7825356 |
| aou | Indian | (28.3, Inf] | -0.3004798 | -0.7865762 | 0.1429744 |
| aou | N_Atlantic | (-Inf,26] | 0.0506893 | -0.8695218 | 0.9709005 |
| aou | N_Atlantic | (26,26.5] | NA | NA | NA |
| aou | N_Atlantic | (26.5,26.75] | -0.4218232 | -0.8185381 | 0.2778194 |
| aou | N_Atlantic | (26.75,27] | -0.6130504 | -0.7433017 | -0.4807846 |
| aou | N_Atlantic | (27,27.25] | -0.7809253 | -0.8802528 | -0.5920416 |
| aou | N_Atlantic | (27.25,27.5] | -0.8465719 | -0.8887359 | -0.7788071 |
| aou | N_Atlantic | (27.5,27.75] | -0.8357894 | -0.8755063 | -0.7971728 |
| aou | N_Atlantic | (27.75,27.85] | -0.6868106 | -0.7404905 | -0.6191110 |
| aou | N_Atlantic | (27.85,27.95] | -0.7401326 | -0.7792418 | -0.7122318 |
| aou | N_Atlantic | (27.95,28.05] | -0.6780355 | -0.7839784 | -0.6020500 |
| aou | N_Atlantic | (28.05,28.1] | -0.4776401 | -0.6259497 | -0.3994461 |
| aou | N_Atlantic | (28.1,28.15] | -0.3715795 | -0.4513153 | -0.2772241 |
| aou | N_Atlantic | (28.15,28.2] | -0.9074886 | -0.9230203 | -0.8978914 |
| aou | N_Atlantic | (28.2, Inf] | -0.9564459 | -0.9632823 | -0.9466922 |
| aou | N_Pacific | (-Inf,26] | -0.5193896 | -0.7046425 | -0.3278474 |
| aou | N_Pacific | (26,26.5] | 0.2258701 | 0.0467172 | 0.4260560 |
| aou | N_Pacific | (26.5,26.75] | 0.2323180 | 0.1856117 | 0.3199976 |
| aou | N_Pacific | (26.75,27] | -0.3753693 | -0.4689441 | -0.2870208 |
| aou | N_Pacific | (27,27.25] | -0.4786437 | -0.6048531 | -0.3750825 |
| aou | N_Pacific | (27.25,27.5] | 0.0744357 | -0.0450053 | 0.1721383 |
| aou | N_Pacific | (27.5,27.75] | 0.2367478 | 0.1665320 | 0.2779330 |
| aou | N_Pacific | (27.75,27.85] | 0.6422605 | 0.5564637 | 0.7373612 |
| aou | N_Pacific | (27.85,27.95] | 0.7367898 | 0.6666297 | 0.8118521 |
| aou | N_Pacific | (27.95,28.05] | 0.6549393 | 0.5281574 | 0.7748546 |
| aou | N_Pacific | (28.05,28.1] | 0.8383564 | 0.7647893 | 0.8858138 |
| aou | N_Pacific | (28.1,28.2] | 0.5647094 | 0.4900967 | 0.6087867 |
| aou | N_Pacific | (28.2,28.3] | 0.9407816 | 0.9351115 | 0.9440745 |
| aou | N_Pacific | (28.3, Inf] | 0.9915291 | 0.9880112 | 0.9964989 |
| aou | Pacific | (-Inf,26] | 0.2858367 | 0.1263302 | 0.4938342 |
| aou | Pacific | (26,26.5] | -0.5126747 | -0.7438154 | -0.2849827 |
| aou | Pacific | (26.5,26.75] | -0.7235969 | -0.8633508 | -0.5855374 |
| aou | Pacific | (26.75,27] | -0.8629758 | -0.9059581 | -0.8113079 |
| aou | Pacific | (27,27.25] | -0.8045842 | -0.8820235 | -0.7181820 |
| aou | Pacific | (27.25,27.5] | -0.3761692 | -0.5472682 | -0.2114464 |
| aou | Pacific | (27.5,27.75] | 0.5935589 | 0.4670135 | 0.7009693 |
| aou | Pacific | (27.75,27.85] | 0.9223024 | 0.9194691 | 0.9239335 |
| aou | Pacific | (27.85,27.95] | 0.9591401 | 0.9519160 | 0.9638731 |
| aou | Pacific | (27.95,28.05] | 0.9657326 | 0.9568311 | 0.9718671 |
| aou | Pacific | (28.05,28.1] | 0.9772958 | 0.9733626 | 0.9793915 |
| aou | Pacific | (28.1,28.2] | 0.8313533 | 0.8089047 | 0.8477448 |
| aou | Pacific | (28.2,28.3] | 0.7838200 | 0.7749537 | 0.7902432 |
| aou | Pacific | (28.3, Inf] | 0.9783278 | 0.9769888 | 0.9808226 |
| aou | SO | (-Inf,26] | NA | NA | NA |
| aou | SO | (26,26.5] | -0.0646676 | -0.4916502 | 0.2730753 |
| aou | SO | (26.5,26.75] | -0.0964226 | -0.3609574 | 0.3596309 |
| aou | SO | (26.75,27] | -0.4705256 | -0.6008715 | -0.3216484 |
| aou | SO | (27,27.25] | -0.4613165 | -0.6089598 | -0.3154149 |
| aou | SO | (27.25,27.5] | -0.2392811 | -0.4756872 | -0.0648191 |
| aou | SO | (27.5,27.75] | -0.5438368 | -0.7878733 | -0.2191030 |
| aou | SO | (27.75,27.85] | -0.5841379 | -0.8563493 | -0.1558356 |
| aou | SO | (27.85,27.95] | -0.5391084 | -0.8217115 | -0.0856068 |
| aou | SO | (27.95,28.05] | -0.4716616 | -0.7672954 | -0.0685817 |
| aou | SO | (28.05,28.1] | -0.4881196 | -0.7224967 | -0.1826336 |
| aou | SO | (28.1,28.15] | -0.3302505 | -0.4664103 | -0.2242495 |
| aou | SO | (28.1,28.2] | -0.6204362 | -0.8659241 | -0.2879787 |
| aou | SO | (28.15,28.2] | -0.4769705 | -0.6767461 | -0.3680991 |
| aou | SO | (28.2, Inf] | 0.1834918 | 0.0876972 | 0.2972558 |
| aou | SO | (28.2,28.3] | -0.5267322 | -0.8327398 | -0.0751250 |
| aou | SO | (28.3, Inf] | -0.1771747 | -0.2784195 | -0.1250906 |
| nitrate | Atlantic | (-Inf,26] | 0.6486666 | 0.4484183 | 0.8360877 |
| nitrate | Atlantic | (26,26.5] | -0.2442371 | -0.3124749 | -0.1319061 |
| nitrate | Atlantic | (26.5,26.75] | -0.2242975 | -0.4316474 | -0.0988525 |
| nitrate | Atlantic | (26.75,27] | -0.0862380 | -0.3567961 | 0.0492129 |
| nitrate | Atlantic | (27,27.25] | -0.2955517 | -0.4295141 | -0.2097479 |
| nitrate | Atlantic | (27.25,27.5] | -0.5305723 | -0.6001499 | -0.4797532 |
| nitrate | Atlantic | (27.5,27.75] | -0.7795598 | -0.8028750 | -0.7363747 |
| nitrate | Atlantic | (27.75,27.85] | -0.8905432 | -0.9078264 | -0.8707166 |
| nitrate | Atlantic | (27.85,27.95] | -0.9430031 | -0.9651148 | -0.9280735 |
| nitrate | Atlantic | (27.95,28.05] | -0.8651785 | -0.9141105 | -0.8406829 |
| nitrate | Atlantic | (28.05,28.1] | -0.9952222 | -0.9969263 | -0.9925040 |
| nitrate | Atlantic | (28.1,28.15] | -0.9959021 | -0.9973829 | -0.9938340 |
| nitrate | Atlantic | (28.15,28.2] | -0.9940681 | -0.9953037 | -0.9929402 |
| nitrate | Atlantic | (28.2, Inf] | -0.9987238 | -0.9989207 | -0.9983929 |
| nitrate | Indian | (-Inf,26] | -0.1970640 | -0.5600271 | 0.1654211 |
| nitrate | Indian | (26,26.5] | -0.5750597 | -0.6293657 | -0.4684672 |
| nitrate | Indian | (26.5,26.75] | -0.8003349 | -0.8854927 | -0.7187287 |
| nitrate | Indian | (26.75,27] | -0.8972990 | -0.9439339 | -0.8355366 |
| nitrate | Indian | (27,27.25] | -0.9281590 | -0.9419113 | -0.9066569 |
| nitrate | Indian | (27.25,27.5] | -0.8524545 | -0.9422586 | -0.7764251 |
| nitrate | Indian | (27.5,27.75] | -0.4007308 | -0.6553287 | -0.0518345 |
| nitrate | Indian | (27.75,27.85] | 0.5999137 | 0.4843086 | 0.8225972 |
| nitrate | Indian | (27.85,27.95] | 0.7359434 | 0.5491257 | 0.8594970 |
| nitrate | Indian | (27.95,28.05] | 0.6790378 | 0.4142384 | 0.8435241 |
| nitrate | Indian | (28.05,28.1] | 0.5635334 | 0.3580296 | 0.7898503 |
| nitrate | Indian | (28.1,28.2] | -0.2515234 | -0.5808236 | 0.2084933 |
| nitrate | Indian | (28.2,28.3] | -0.8953398 | -0.9321816 | -0.8508072 |
| nitrate | Indian | (28.3, Inf] | -0.6016040 | -0.9049210 | -0.3844918 |
| nitrate | N_Atlantic | (-Inf,26] | -0.9208542 | -1.0000000 | -0.8417085 |
| nitrate | N_Atlantic | (26,26.5] | NA | NA | NA |
| nitrate | N_Atlantic | (26.5,26.75] | -0.5591917 | -0.8807014 | -0.0086724 |
| nitrate | N_Atlantic | (26.75,27] | -0.7894555 | -0.8512593 | -0.6923033 |
| nitrate | N_Atlantic | (27,27.25] | -0.8930637 | -0.9405385 | -0.8127541 |
| nitrate | N_Atlantic | (27.25,27.5] | -0.8998383 | -0.9323659 | -0.8526136 |
| nitrate | N_Atlantic | (27.5,27.75] | -0.8966278 | -0.9272715 | -0.8782998 |
| nitrate | N_Atlantic | (27.75,27.85] | -0.9247717 | -0.9386925 | -0.9096499 |
| nitrate | N_Atlantic | (27.85,27.95] | -0.9588575 | -0.9629560 | -0.9544987 |
| nitrate | N_Atlantic | (27.95,28.05] | -0.9680586 | -0.9779704 | -0.9630457 |
| nitrate | N_Atlantic | (28.05,28.1] | -0.9546875 | -0.9746477 | -0.9360358 |
| nitrate | N_Atlantic | (28.1,28.15] | -0.8877489 | -0.8979922 | -0.8822156 |
| nitrate | N_Atlantic | (28.15,28.2] | -0.9739748 | -0.9814502 | -0.9695771 |
| nitrate | N_Atlantic | (28.2, Inf] | -0.9947420 | -0.9964022 | -0.9934717 |
| nitrate | N_Pacific | (-Inf,26] | -0.4568281 | -0.7462383 | -0.2833710 |
| nitrate | N_Pacific | (26,26.5] | 0.3267204 | 0.1778298 | 0.5120298 |
| nitrate | N_Pacific | (26.5,26.75] | 0.2837964 | 0.1998077 | 0.3956568 |
| nitrate | N_Pacific | (26.75,27] | -0.2012041 | -0.2752272 | -0.1006526 |
| nitrate | N_Pacific | (27,27.25] | -0.1318612 | -0.5237314 | 0.2890617 |
| nitrate | N_Pacific | (27.25,27.5] | 0.1639029 | 0.0163331 | 0.3629425 |
| nitrate | N_Pacific | (27.5,27.75] | 0.3521918 | 0.1464179 | 0.5218701 |
| nitrate | N_Pacific | (27.75,27.85] | 0.7781727 | 0.7529814 | 0.8141458 |
| nitrate | N_Pacific | (27.85,27.95] | 0.8206218 | 0.6635508 | 0.9026753 |
| nitrate | N_Pacific | (27.95,28.05] | 0.6759921 | 0.4623327 | 0.8379655 |
| nitrate | N_Pacific | (28.05,28.1] | 0.7861540 | 0.6876884 | 0.8660999 |
| nitrate | N_Pacific | (28.1,28.2] | 0.5231172 | 0.4884384 | 0.5493987 |
| nitrate | N_Pacific | (28.2,28.3] | 0.9333531 | 0.9311332 | 0.9348149 |
| nitrate | N_Pacific | (28.3, Inf] | 0.9796266 | 0.9443136 | 0.9998350 |
| nitrate | Pacific | (-Inf,26] | 0.2846877 | 0.1165163 | 0.4846513 |
| nitrate | Pacific | (26,26.5] | -0.5527879 | -0.7494973 | -0.3764956 |
| nitrate | Pacific | (26.5,26.75] | -0.7175886 | -0.8685179 | -0.5961710 |
| nitrate | Pacific | (26.75,27] | -0.7217071 | -0.7964494 | -0.6604113 |
| nitrate | Pacific | (27,27.25] | -0.6373745 | -0.7361109 | -0.5541774 |
| nitrate | Pacific | (27.25,27.5] | -0.2039634 | -0.3904786 | 0.0282538 |
| nitrate | Pacific | (27.5,27.75] | 0.6416821 | 0.5400440 | 0.7326373 |
| nitrate | Pacific | (27.75,27.85] | 0.9349345 | 0.9334697 | 0.9368248 |
| nitrate | Pacific | (27.85,27.95] | 0.9609375 | 0.9543083 | 0.9664655 |
| nitrate | Pacific | (27.95,28.05] | 0.9635127 | 0.9516062 | 0.9708175 |
| nitrate | Pacific | (28.05,28.1] | 0.9609402 | 0.9535389 | 0.9656717 |
| nitrate | Pacific | (28.1,28.2] | 0.8250171 | 0.7987167 | 0.8434073 |
| nitrate | Pacific | (28.2,28.3] | 0.7723227 | 0.7632226 | 0.7832382 |
| nitrate | Pacific | (28.3, Inf] | 0.9698200 | 0.9646916 | 0.9765262 |
| nitrate | SO | (-Inf,26] | NA | NA | NA |
| nitrate | SO | (26,26.5] | -0.3259931 | -0.6338119 | -0.0217777 |
| nitrate | SO | (26.5,26.75] | -0.3660498 | -0.6237412 | 0.1411170 |
| nitrate | SO | (26.75,27] | -0.7618953 | -0.7794039 | -0.7426659 |
| nitrate | SO | (27,27.25] | -0.8546136 | -0.9173787 | -0.7955562 |
| nitrate | SO | (27.25,27.5] | -0.7235749 | -0.8581270 | -0.6275524 |
| nitrate | SO | (27.5,27.75] | -0.7945035 | -0.9273342 | -0.6100069 |
| nitrate | SO | (27.75,27.85] | -0.6651393 | -0.8240129 | -0.3799118 |
| nitrate | SO | (27.85,27.95] | -0.6395462 | -0.8110659 | -0.3776050 |
| nitrate | SO | (27.95,28.05] | -0.6588655 | -0.7702447 | -0.4951396 |
| nitrate | SO | (28.05,28.1] | -0.6416501 | -0.7058152 | -0.5941520 |
| nitrate | SO | (28.1,28.15] | -0.8389615 | -0.8928872 | -0.7942750 |
| nitrate | SO | (28.1,28.2] | -0.5741477 | -0.7263966 | -0.3829516 |
| nitrate | SO | (28.15,28.2] | -0.8581047 | -0.9106647 | -0.8198667 |
| nitrate | SO | (28.2, Inf] | -0.6238812 | -0.6749491 | -0.5956133 |
| nitrate | SO | (28.2,28.3] | -0.5459415 | -0.7090999 | -0.3031507 |
| nitrate | SO | (28.3, Inf] | -0.4157462 | -0.5818211 | -0.2472201 |
| phosphate | Atlantic | (-Inf,26] | 0.5422258 | 0.4891265 | 0.5693722 |
| phosphate | Atlantic | (26,26.5] | 0.0663578 | 0.0111508 | 0.1211050 |
| phosphate | Atlantic | (26.5,26.75] | -0.2363369 | -0.4311731 | -0.0747745 |
| phosphate | Atlantic | (26.75,27] | -0.1607024 | -0.3885135 | -0.0195661 |
| phosphate | Atlantic | (27,27.25] | -0.4312017 | -0.5563999 | -0.3386117 |
| phosphate | Atlantic | (27.25,27.5] | -0.6422496 | -0.6991841 | -0.5828822 |
| phosphate | Atlantic | (27.5,27.75] | -0.8350043 | -0.8573664 | -0.7945269 |
| phosphate | Atlantic | (27.75,27.85] | -0.9226791 | -0.9376898 | -0.9056520 |
| phosphate | Atlantic | (27.85,27.95] | -0.9565306 | -0.9770417 | -0.9374020 |
| phosphate | Atlantic | (27.95,28.05] | -0.8843068 | -0.9271173 | -0.8589457 |
| phosphate | Atlantic | (28.05,28.1] | -0.9962547 | -0.9978990 | -0.9940741 |
| phosphate | Atlantic | (28.1,28.15] | -0.9958052 | -0.9976108 | -0.9936296 |
| phosphate | Atlantic | (28.15,28.2] | -0.9844671 | -0.9877293 | -0.9785561 |
| phosphate | Atlantic | (28.2, Inf] | -0.9968824 | -0.9969073 | -0.9968365 |
| phosphate | Indian | (-Inf,26] | -0.3116763 | -0.6434187 | 0.0526877 |
| phosphate | Indian | (26,26.5] | -0.7945977 | -0.8249164 | -0.7539114 |
| phosphate | Indian | (26.5,26.75] | -0.9327050 | -0.9472074 | -0.9041981 |
| phosphate | Indian | (26.75,27] | -0.9699853 | -0.9835235 | -0.9538765 |
| phosphate | Indian | (27,27.25] | -0.9507187 | -0.9797516 | -0.9301256 |
| phosphate | Indian | (27.25,27.5] | -0.8351803 | -0.9216308 | -0.7811142 |
| phosphate | Indian | (27.5,27.75] | -0.3335779 | -0.5902840 | 0.0337818 |
| phosphate | Indian | (27.75,27.85] | 0.6372985 | 0.5028136 | 0.8850904 |
| phosphate | Indian | (27.85,27.95] | 0.7563329 | 0.5644559 | 0.8936838 |
| phosphate | Indian | (27.95,28.05] | 0.7058919 | 0.4299586 | 0.8577082 |
| phosphate | Indian | (28.05,28.1] | 0.5889705 | 0.3753230 | 0.8055701 |
| phosphate | Indian | (28.1,28.2] | -0.1972072 | -0.5498079 | 0.2759189 |
| phosphate | Indian | (28.2,28.3] | -0.8413600 | -0.9130462 | -0.7562112 |
| phosphate | Indian | (28.3, Inf] | -0.6237507 | -0.8997597 | -0.4176949 |
| phosphate | N_Atlantic | (-Inf,26] | 0.7467528 | 0.4935056 | 1.0000000 |
| phosphate | N_Atlantic | (26,26.5] | NA | NA | NA |
| phosphate | N_Atlantic | (26.5,26.75] | -0.2985254 | -0.7567869 | 0.4485855 |
| phosphate | N_Atlantic | (26.75,27] | -0.6422467 | -0.7304238 | -0.5265076 |
| phosphate | N_Atlantic | (27,27.25] | -0.8299332 | -0.9101273 | -0.6974305 |
| phosphate | N_Atlantic | (27.25,27.5] | -0.8402409 | -0.8849708 | -0.7700634 |
| phosphate | N_Atlantic | (27.5,27.75] | -0.8691857 | -0.9152758 | -0.8424887 |
| phosphate | N_Atlantic | (27.75,27.85] | -0.9485003 | -0.9567525 | -0.9324038 |
| phosphate | N_Atlantic | (27.85,27.95] | -0.9815448 | -0.9835532 | -0.9792734 |
| phosphate | N_Atlantic | (27.95,28.05] | -0.9852751 | -0.9918199 | -0.9753375 |
| phosphate | N_Atlantic | (28.05,28.1] | -0.9640280 | -0.9832292 | -0.9468625 |
| phosphate | N_Atlantic | (28.1,28.15] | -0.9059916 | -0.9086700 | -0.9041934 |
| phosphate | N_Atlantic | (28.15,28.2] | -0.9791768 | -0.9848774 | -0.9759514 |
| phosphate | N_Atlantic | (28.2, Inf] | -0.9931786 | -0.9993214 | -0.9817294 |
| phosphate | N_Pacific | (-Inf,26] | -0.2450487 | -0.6008158 | -0.0619546 |
| phosphate | N_Pacific | (26,26.5] | 0.4155497 | 0.2891941 | 0.6043424 |
| phosphate | N_Pacific | (26.5,26.75] | 0.2784866 | 0.1960354 | 0.3829082 |
| phosphate | N_Pacific | (26.75,27] | -0.2159237 | -0.3256379 | -0.1586742 |
| phosphate | N_Pacific | (27,27.25] | -0.2738300 | -0.3411882 | -0.2086764 |
| phosphate | N_Pacific | (27.25,27.5] | -0.0999559 | -0.2194422 | -0.0402072 |
| phosphate | N_Pacific | (27.5,27.75] | -0.0357702 | -0.0486837 | -0.0284791 |
| phosphate | N_Pacific | (27.75,27.85] | 0.5635639 | 0.4592710 | 0.6420598 |
| phosphate | N_Pacific | (27.85,27.95] | 0.6968446 | 0.6345360 | 0.7828753 |
| phosphate | N_Pacific | (27.95,28.05] | 0.6628507 | 0.5143294 | 0.8118095 |
| phosphate | N_Pacific | (28.05,28.1] | 0.8111088 | 0.7205794 | 0.8702611 |
| phosphate | N_Pacific | (28.1,28.2] | 0.5516275 | 0.4649196 | 0.5968875 |
| phosphate | N_Pacific | (28.2,28.3] | 0.9313286 | 0.9236571 | 0.9353437 |
| phosphate | N_Pacific | (28.3, Inf] | 0.9858155 | 0.9795014 | 0.9966958 |
| phosphate | Pacific | (-Inf,26] | 0.2940610 | 0.1434366 | 0.4826222 |
| phosphate | Pacific | (26,26.5] | -0.5095393 | -0.7291950 | -0.3101905 |
| phosphate | Pacific | (26.5,26.75] | -0.7540442 | -0.8717700 | -0.6527524 |
| phosphate | Pacific | (26.75,27] | -0.8844683 | -0.9186252 | -0.8540415 |
| phosphate | Pacific | (27,27.25] | -0.8432724 | -0.9066651 | -0.7740474 |
| phosphate | Pacific | (27.25,27.5] | -0.4645376 | -0.6149762 | -0.3200468 |
| phosphate | Pacific | (27.5,27.75] | 0.5251074 | 0.3956007 | 0.6379262 |
| phosphate | Pacific | (27.75,27.85] | 0.9089580 | 0.9073383 | 0.9103164 |
| phosphate | Pacific | (27.85,27.95] | 0.9529917 | 0.9438665 | 0.9594963 |
| phosphate | Pacific | (27.95,28.05] | 0.9654340 | 0.9549855 | 0.9711973 |
| phosphate | Pacific | (28.05,28.1] | 0.9719637 | 0.9668084 | 0.9748560 |
| phosphate | Pacific | (28.1,28.2] | 0.8358282 | 0.8101150 | 0.8526153 |
| phosphate | Pacific | (28.2,28.3] | 0.7854525 | 0.7744409 | 0.7945681 |
| phosphate | Pacific | (28.3, Inf] | 0.9617069 | 0.9583749 | 0.9677035 |
| phosphate | SO | (-Inf,26] | NA | NA | NA |
| phosphate | SO | (26,26.5] | -0.3748972 | -0.6394052 | -0.1042454 |
| phosphate | SO | (26.5,26.75] | -0.5156540 | -0.7287251 | -0.1346462 |
| phosphate | SO | (26.75,27] | -0.8259794 | -0.8419958 | -0.8044254 |
| phosphate | SO | (27,27.25] | -0.8698800 | -0.9274383 | -0.8173855 |
| phosphate | SO | (27.25,27.5] | -0.7400090 | -0.8700984 | -0.6448033 |
| phosphate | SO | (27.5,27.75] | -0.7941103 | -0.9251483 | -0.6121411 |
| phosphate | SO | (27.75,27.85] | -0.6747105 | -0.8232564 | -0.4011062 |
| phosphate | SO | (27.85,27.95] | -0.6416416 | -0.8101676 | -0.3930729 |
| phosphate | SO | (27.95,28.05] | -0.6610080 | -0.7743142 | -0.4987307 |
| phosphate | SO | (28.05,28.1] | -0.6432117 | -0.7080050 | -0.5929714 |
| phosphate | SO | (28.1,28.15] | -0.8580622 | -0.9059525 | -0.8184125 |
| phosphate | SO | (28.1,28.2] | -0.5772501 | -0.7290436 | -0.3841747 |
| phosphate | SO | (28.15,28.2] | -0.8755727 | -0.9216328 | -0.8393357 |
| phosphate | SO | (28.2, Inf] | -0.8332462 | -0.8729100 | -0.8009650 |
| phosphate | SO | (28.2,28.3] | -0.5403476 | -0.7163842 | -0.2696183 |
| phosphate | SO | (28.3, Inf] | -0.5536305 | -0.6647814 | -0.4044493 |
| phosphate_star | Atlantic | (-Inf,26] | 0.5900348 | 0.4037765 | 0.8482786 |
| phosphate_star | Atlantic | (26,26.5] | 0.2048358 | 0.1646187 | 0.2802982 |
| phosphate_star | Atlantic | (26.5,26.75] | -0.4146030 | -0.5191772 | -0.2558219 |
| phosphate_star | Atlantic | (26.75,27] | -0.6256642 | -0.7771876 | -0.5076433 |
| phosphate_star | Atlantic | (27,27.25] | -0.9132396 | -0.9570143 | -0.8646651 |
| phosphate_star | Atlantic | (27.25,27.5] | -0.9637207 | -0.9715080 | -0.9586315 |
| phosphate_star | Atlantic | (27.5,27.75] | -0.9662580 | -0.9724986 | -0.9627229 |
| phosphate_star | Atlantic | (27.75,27.85] | -0.9870791 | -0.9898406 | -0.9815801 |
| phosphate_star | Atlantic | (27.85,27.95] | -0.9673959 | -0.9894905 | -0.9291481 |
| phosphate_star | Atlantic | (27.95,28.05] | -0.8810898 | -0.9246958 | -0.8442787 |
| phosphate_star | Atlantic | (28.05,28.1] | -0.9890663 | -0.9915628 | -0.9852297 |
| phosphate_star | Atlantic | (28.1,28.15] | -0.9892605 | -0.9918827 | -0.9847641 |
| phosphate_star | Atlantic | (28.15,28.2] | -0.9784457 | -0.9828673 | -0.9709320 |
| phosphate_star | Atlantic | (28.2, Inf] | -0.9946036 | -0.9953927 | -0.9934934 |
| phosphate_star | Indian | (-Inf,26] | -0.3441977 | -0.6178053 | -0.0877358 |
| phosphate_star | Indian | (26,26.5] | -0.7913943 | -0.8369600 | -0.7673660 |
| phosphate_star | Indian | (26.5,26.75] | -0.8430882 | -0.8804814 | -0.7796356 |
| phosphate_star | Indian | (26.75,27] | -0.7483975 | -0.8014940 | -0.6733120 |
| phosphate_star | Indian | (27,27.25] | -0.7762725 | -0.8319169 | -0.7355232 |
| phosphate_star | Indian | (27.25,27.5] | -0.7105709 | -0.7741332 | -0.6614624 |
| phosphate_star | Indian | (27.5,27.75] | -0.7929756 | -0.8912185 | -0.6853840 |
| phosphate_star | Indian | (27.75,27.85] | -0.7393487 | -0.7998495 | -0.6677550 |
| phosphate_star | Indian | (27.85,27.95] | -0.7161924 | -0.7491903 | -0.6766176 |
| phosphate_star | Indian | (27.95,28.05] | -0.5857917 | -0.6642114 | -0.5431384 |
| phosphate_star | Indian | (28.05,28.1] | -0.6427710 | -0.7814847 | -0.5372189 |
| phosphate_star | Indian | (28.1,28.2] | -0.1644902 | -0.4298979 | 0.2772818 |
| phosphate_star | Indian | (28.2,28.3] | -0.5674633 | -0.7000080 | -0.3192907 |
| phosphate_star | Indian | (28.3, Inf] | -0.8460510 | -0.9153625 | -0.7674008 |
| phosphate_star | N_Atlantic | (-Inf,26] | -0.7120261 | -1.0000000 | -0.4240522 |
| phosphate_star | N_Atlantic | (26,26.5] | NA | NA | NA |
| phosphate_star | N_Atlantic | (26.5,26.75] | 0.7402367 | 0.5535729 | 0.8664072 |
| phosphate_star | N_Atlantic | (26.75,27] | 0.7237465 | 0.6285950 | 0.8264632 |
| phosphate_star | N_Atlantic | (27,27.25] | 0.8751648 | 0.7862439 | 0.9233494 |
| phosphate_star | N_Atlantic | (27.25,27.5] | 0.7853255 | 0.7460810 | 0.8128381 |
| phosphate_star | N_Atlantic | (27.5,27.75] | 0.5687375 | 0.5196852 | 0.6030007 |
| phosphate_star | N_Atlantic | (27.75,27.85] | -0.3338120 | -0.3976566 | -0.2241555 |
| phosphate_star | N_Atlantic | (27.85,27.95] | -0.6929195 | -0.7285788 | -0.6579934 |
| phosphate_star | N_Atlantic | (27.95,28.05] | -0.8339183 | -0.8938541 | -0.7608153 |
| phosphate_star | N_Atlantic | (28.05,28.1] | -0.9358059 | -0.9438892 | -0.9310293 |
| phosphate_star | N_Atlantic | (28.1,28.15] | -0.9719775 | -0.9918813 | -0.9558133 |
| phosphate_star | N_Atlantic | (28.15,28.2] | -0.9947574 | -0.9986058 | -0.9926281 |
| phosphate_star | N_Atlantic | (28.2, Inf] | -0.9982118 | -0.9992482 | -0.9963391 |
| phosphate_star | N_Pacific | (-Inf,26] | 0.7937127 | 0.6971509 | 0.9523669 |
| phosphate_star | N_Pacific | (26,26.5] | 0.8114234 | 0.7709733 | 0.8630280 |
| phosphate_star | N_Pacific | (26.5,26.75] | 0.5342055 | 0.4263810 | 0.6766896 |
| phosphate_star | N_Pacific | (26.75,27] | 0.5382615 | 0.5081674 | 0.5836850 |
| phosphate_star | N_Pacific | (27,27.25] | 0.6617483 | 0.5711898 | 0.7929942 |
| phosphate_star | N_Pacific | (27.25,27.5] | -0.1025561 | -0.1692880 | 0.0068071 |
| phosphate_star | N_Pacific | (27.5,27.75] | -0.2551501 | -0.3280570 | -0.1101396 |
| phosphate_star | N_Pacific | (27.75,27.85] | 0.2380216 | 0.1552662 | 0.3723674 |
| phosphate_star | N_Pacific | (27.85,27.95] | -0.0085182 | -0.1060482 | 0.0767738 |
| phosphate_star | N_Pacific | (27.95,28.05] | -0.2057579 | -0.2311160 | -0.1707815 |
| phosphate_star | N_Pacific | (28.05,28.1] | -0.6758036 | -0.7321998 | -0.6424279 |
| phosphate_star | N_Pacific | (28.1,28.2] | -0.5196669 | -0.5955796 | -0.4403881 |
| phosphate_star | N_Pacific | (28.2,28.3] | -0.6572968 | -0.7256771 | -0.5875706 |
| phosphate_star | N_Pacific | (28.3, Inf] | -0.9783867 | -0.9988177 | -0.9663131 |
| phosphate_star | Pacific | (-Inf,26] | 0.4199101 | 0.3487106 | 0.5238804 |
| phosphate_star | Pacific | (26,26.5] | -0.3436237 | -0.5256929 | -0.2326952 |
| phosphate_star | Pacific | (26.5,26.75] | -0.6697298 | -0.7556993 | -0.6021194 |
| phosphate_star | Pacific | (26.75,27] | -0.7793310 | -0.8024537 | -0.7632634 |
| phosphate_star | Pacific | (27,27.25] | -0.7780668 | -0.7908421 | -0.7529268 |
| phosphate_star | Pacific | (27.25,27.5] | -0.6263454 | -0.6585894 | -0.5809718 |
| phosphate_star | Pacific | (27.5,27.75] | -0.1023737 | -0.1837237 | -0.0537441 |
| phosphate_star | Pacific | (27.75,27.85] | 0.1746395 | -0.0347526 | 0.3071092 |
| phosphate_star | Pacific | (27.85,27.95] | 0.2253695 | 0.1659463 | 0.3171863 |
| phosphate_star | Pacific | (27.95,28.05] | 0.2480631 | 0.2372927 | 0.2544197 |
| phosphate_star | Pacific | (28.05,28.1] | 0.3792931 | 0.3376578 | 0.4066185 |
| phosphate_star | Pacific | (28.1,28.2] | 0.3729439 | 0.3092345 | 0.4652996 |
| phosphate_star | Pacific | (28.2,28.3] | 0.0507021 | -0.0928007 | 0.1413380 |
| phosphate_star | Pacific | (28.3, Inf] | -0.8904317 | -0.9006499 | -0.8745353 |
| phosphate_star | SO | (-Inf,26] | NA | NA | NA |
| phosphate_star | SO | (26,26.5] | -0.3188931 | -0.6933608 | 0.2693892 |
| phosphate_star | SO | (26.5,26.75] | -0.6959639 | -0.7689051 | -0.5615597 |
| phosphate_star | SO | (26.75,27] | -0.7021437 | -0.7792415 | -0.6441257 |
| phosphate_star | SO | (27,27.25] | -0.7579337 | -0.7970709 | -0.6869723 |
| phosphate_star | SO | (27.25,27.5] | -0.6391748 | -0.7711580 | -0.5000493 |
| phosphate_star | SO | (27.5,27.75] | -0.3664088 | -0.6495776 | -0.1110791 |
| phosphate_star | SO | (27.75,27.85] | 0.2633505 | -0.2881900 | 0.6627342 |
| phosphate_star | SO | (27.85,27.95] | 0.2545672 | -0.3488311 | 0.5966603 |
| phosphate_star | SO | (27.95,28.05] | 0.1136224 | -0.4619442 | 0.5998189 |
| phosphate_star | SO | (28.05,28.1] | 0.0809869 | -0.4623135 | 0.4769112 |
| phosphate_star | SO | (28.1,28.15] | -0.7098386 | -0.8427060 | -0.5305132 |
| phosphate_star | SO | (28.1,28.2] | 0.5031587 | 0.0464555 | 0.8439779 |
| phosphate_star | SO | (28.15,28.2] | -0.7330904 | -0.8537436 | -0.6688008 |
| phosphate_star | SO | (28.2, Inf] | -0.8689897 | -0.8881894 | -0.8315133 |
| phosphate_star | SO | (28.2,28.3] | 0.3543358 | -0.2841033 | 0.8228923 |
| phosphate_star | SO | (28.3, Inf] | -0.2923229 | -0.4105999 | -0.2045441 |
| sal | Atlantic | (-Inf,26] | 0.5560861 | -0.1424796 | 0.9789679 |
| sal | Atlantic | (26,26.5] | -0.1061386 | -0.2739900 | 0.1173295 |
| sal | Atlantic | (26.5,26.75] | 0.1281648 | -0.1084400 | 0.2677639 |
| sal | Atlantic | (26.75,27] | 0.4089915 | 0.2656580 | 0.5822350 |
| sal | Atlantic | (27,27.25] | 0.7746999 | 0.6850086 | 0.8518218 |
| sal | Atlantic | (27.25,27.5] | 0.9057315 | 0.8937448 | 0.9281763 |
| sal | Atlantic | (27.5,27.75] | 0.9098161 | 0.8900347 | 0.9220278 |
| sal | Atlantic | (27.75,27.85] | 0.9391233 | 0.9131151 | 0.9548149 |
| sal | Atlantic | (27.85,27.95] | 0.8825742 | 0.7864006 | 0.9515676 |
| sal | Atlantic | (27.95,28.05] | 0.7131450 | 0.6171686 | 0.8174633 |
| sal | Atlantic | (28.05,28.1] | 0.9336242 | 0.9090537 | 0.9583260 |
| sal | Atlantic | (28.1,28.15] | 0.9591891 | 0.9502120 | 0.9694995 |
| sal | Atlantic | (28.15,28.2] | 0.8505566 | 0.8419953 | 0.8647237 |
| sal | Atlantic | (28.2, Inf] | 0.9737778 | 0.9679986 | 0.9773883 |
| sal | Indian | (-Inf,26] | 0.6467536 | 0.3045320 | 0.9320798 |
| sal | Indian | (26,26.5] | 0.5015223 | 0.2184616 | 0.7627654 |
| sal | Indian | (26.5,26.75] | 0.6112660 | 0.5452034 | 0.7329358 |
| sal | Indian | (26.75,27] | 0.5065376 | 0.4553983 | 0.6085150 |
| sal | Indian | (27,27.25] | 0.4491950 | 0.4000221 | 0.4774625 |
| sal | Indian | (27.25,27.5] | 0.1811935 | 0.1068466 | 0.2718822 |
| sal | Indian | (27.5,27.75] | 0.3351362 | 0.1097246 | 0.5905946 |
| sal | Indian | (27.75,27.85] | 0.7025784 | 0.5734122 | 0.9044332 |
| sal | Indian | (27.85,27.95] | 0.7916924 | 0.6885846 | 0.9008047 |
| sal | Indian | (27.95,28.05] | 0.7394147 | 0.5557933 | 0.8314701 |
| sal | Indian | (28.05,28.1] | 0.6152184 | 0.4482494 | 0.7710807 |
| sal | Indian | (28.1,28.2] | 0.1362210 | -0.1198068 | 0.5125251 |
| sal | Indian | (28.2,28.3] | 0.0681987 | -0.0878459 | 0.3214949 |
| sal | Indian | (28.3, Inf] | 0.1871190 | 0.0247164 | 0.4329113 |
| sal | N_Atlantic | (-Inf,26] | 0.9320096 | 0.8640192 | 1.0000000 |
| sal | N_Atlantic | (26,26.5] | NA | NA | NA |
| sal | N_Atlantic | (26.5,26.75] | -0.8941799 | -0.9583612 | -0.8209956 |
| sal | N_Atlantic | (26.75,27] | -0.9682259 | -0.9781515 | -0.9575936 |
| sal | N_Atlantic | (27,27.25] | -0.9776642 | -0.9853503 | -0.9639056 |
| sal | N_Atlantic | (27.25,27.5] | -0.9177550 | -0.9335706 | -0.9029972 |
| sal | N_Atlantic | (27.5,27.75] | -0.9482616 | -0.9543416 | -0.9427965 |
| sal | N_Atlantic | (27.75,27.85] | -0.9724250 | -0.9815929 | -0.9678138 |
| sal | N_Atlantic | (27.85,27.95] | -0.9715689 | -0.9767412 | -0.9680126 |
| sal | N_Atlantic | (27.95,28.05] | -0.7599457 | -0.9856434 | -0.3229063 |
| sal | N_Atlantic | (28.05,28.1] | -0.8735623 | -0.9269958 | -0.7782685 |
| sal | N_Atlantic | (28.1,28.15] | -0.6052695 | -0.7610403 | -0.3622388 |
| sal | N_Atlantic | (28.15,28.2] | 0.5752971 | 0.4432902 | 0.7743035 |
| sal | N_Atlantic | (28.2, Inf] | 0.3220114 | -0.0358834 | 0.9991419 |
| sal | N_Pacific | (-Inf,26] | -0.8635983 | -0.9453015 | -0.7918521 |
| sal | N_Pacific | (26,26.5] | -0.9215476 | -0.9420686 | -0.8840934 |
| sal | N_Pacific | (26.5,26.75] | -0.8762597 | -0.9263066 | -0.8093861 |
| sal | N_Pacific | (26.75,27] | -0.8527617 | -0.8851174 | -0.8079454 |
| sal | N_Pacific | (27,27.25] | -0.9516633 | -0.9628452 | -0.9417425 |
| sal | N_Pacific | (27.25,27.5] | -0.9632605 | -0.9786329 | -0.9373338 |
| sal | N_Pacific | (27.5,27.75] | -0.8286250 | -0.8665564 | -0.7967073 |
| sal | N_Pacific | (27.75,27.85] | -0.3473387 | -0.4445023 | -0.2919341 |
| sal | N_Pacific | (27.85,27.95] | -0.0340860 | -0.1399147 | 0.0283825 |
| sal | N_Pacific | (27.95,28.05] | 0.0973296 | 0.0314245 | 0.1463895 |
| sal | N_Pacific | (28.05,28.1] | 0.4971139 | 0.4341946 | 0.6159617 |
| sal | N_Pacific | (28.1,28.2] | -0.0605321 | -0.2051521 | 0.0649821 |
| sal | N_Pacific | (28.2,28.3] | 0.0382081 | -0.0911405 | 0.1080622 |
| sal | N_Pacific | (28.3, Inf] | 0.9768593 | 0.9530145 | 0.9983332 |
| sal | Pacific | (-Inf,26] | -0.2168447 | -0.2647489 | -0.1340948 |
| sal | Pacific | (26,26.5] | 0.1995213 | 0.1208101 | 0.3497882 |
| sal | Pacific | (26.5,26.75] | 0.4646254 | 0.3633311 | 0.6226059 |
| sal | Pacific | (26.75,27] | 0.5304189 | 0.4232474 | 0.6176831 |
| sal | Pacific | (27,27.25] | 0.4748054 | 0.3576888 | 0.5379322 |
| sal | Pacific | (27.25,27.5] | -0.0461140 | -0.2447533 | 0.0702829 |
| sal | Pacific | (27.5,27.75] | -0.7107778 | -0.7532675 | -0.6402527 |
| sal | Pacific | (27.75,27.85] | -0.2739098 | -0.3724788 | -0.2155151 |
| sal | Pacific | (27.85,27.95] | 0.2700079 | 0.2551797 | 0.2965768 |
| sal | Pacific | (27.95,28.05] | 0.7034936 | 0.6907458 | 0.7162520 |
| sal | Pacific | (28.05,28.1] | 0.8997393 | 0.8881180 | 0.9193374 |
| sal | Pacific | (28.1,28.2] | 0.8102558 | 0.7976090 | 0.8238521 |
| sal | Pacific | (28.2,28.3] | 0.5297568 | 0.5176491 | 0.5363079 |
| sal | Pacific | (28.3, Inf] | 0.9246655 | 0.9221412 | 0.9284850 |
| sal | SO | (-Inf,26] | NA | NA | NA |
| sal | SO | (26,26.5] | 0.1953307 | -0.5642713 | 0.6145360 |
| sal | SO | (26.5,26.75] | 0.5792739 | 0.4367481 | 0.6702943 |
| sal | SO | (26.75,27] | 0.6100205 | 0.5370746 | 0.7251370 |
| sal | SO | (27,27.25] | 0.7283526 | 0.6728052 | 0.7633092 |
| sal | SO | (27.25,27.5] | 0.5003460 | 0.4009507 | 0.5950829 |
| sal | SO | (27.5,27.75] | 0.0163825 | -0.2218772 | 0.3349864 |
| sal | SO | (27.75,27.85] | -0.3805774 | -0.7644065 | 0.1836451 |
| sal | SO | (27.85,27.95] | -0.3518385 | -0.7050157 | 0.2562063 |
| sal | SO | (27.95,28.05] | -0.1854074 | -0.6721267 | 0.4216823 |
| sal | SO | (28.05,28.1] | -0.1310265 | -0.5216705 | 0.4132453 |
| sal | SO | (28.1,28.15] | 0.7125427 | 0.5409797 | 0.8430836 |
| sal | SO | (28.1,28.2] | -0.5053606 | -0.8572206 | -0.0492668 |
| sal | SO | (28.15,28.2] | 0.7538455 | 0.6845119 | 0.8536437 |
| sal | SO | (28.2, Inf] | -0.3960047 | -0.4874114 | -0.2805971 |
| sal | SO | (28.2,28.3] | -0.4386317 | -0.8837774 | 0.2218571 |
| sal | SO | (28.3, Inf] | -0.2836543 | -0.4725325 | 0.0793198 |
| silicate | Atlantic | (-Inf,26] | -0.0056110 | -0.8869030 | 0.5544821 |
| silicate | Atlantic | (26,26.5] | -0.4641048 | -0.6223341 | -0.3333942 |
| silicate | Atlantic | (26.5,26.75] | -0.3415201 | -0.5134008 | -0.1877443 |
| silicate | Atlantic | (26.75,27] | -0.4915397 | -0.6694347 | -0.4000054 |
| silicate | Atlantic | (27,27.25] | -0.8605977 | -0.8996175 | -0.8292649 |
| silicate | Atlantic | (27.25,27.5] | -0.9650482 | -0.9688492 | -0.9606330 |
| silicate | Atlantic | (27.5,27.75] | -0.9741886 | -0.9782388 | -0.9708917 |
| silicate | Atlantic | (27.75,27.85] | -0.9719593 | -0.9788251 | -0.9651054 |
| silicate | Atlantic | (27.85,27.95] | -0.9431935 | -0.9769308 | -0.8934242 |
| silicate | Atlantic | (27.95,28.05] | -0.8555597 | -0.9055900 | -0.8112586 |
| silicate | Atlantic | (28.05,28.1] | -0.9685072 | -0.9795881 | -0.9539238 |
| silicate | Atlantic | (28.1,28.15] | -0.9654368 | -0.9751491 | -0.9505549 |
| silicate | Atlantic | (28.15,28.2] | -0.9013305 | -0.9136952 | -0.8946597 |
| silicate | Atlantic | (28.2, Inf] | -0.9725147 | -0.9809204 | -0.9633690 |
| silicate | Indian | (-Inf,26] | -0.5382135 | -0.7372540 | -0.3732061 |
| silicate | Indian | (26,26.5] | -0.8700645 | -0.9067586 | -0.8302579 |
| silicate | Indian | (26.5,26.75] | -0.9564904 | -0.9656368 | -0.9462947 |
| silicate | Indian | (26.75,27] | -0.9623459 | -0.9787689 | -0.9433287 |
| silicate | Indian | (27,27.25] | -0.9579558 | -0.9764321 | -0.9403427 |
| silicate | Indian | (27.25,27.5] | -0.8708160 | -0.9484068 | -0.8217485 |
| silicate | Indian | (27.5,27.75] | -0.4771617 | -0.7495543 | -0.1424223 |
| silicate | Indian | (27.75,27.85] | 0.5306615 | 0.3590182 | 0.7935427 |
| silicate | Indian | (27.85,27.95] | 0.6941347 | 0.5412329 | 0.8326168 |
| silicate | Indian | (27.95,28.05] | 0.6612257 | 0.4321287 | 0.7821909 |
| silicate | Indian | (28.05,28.1] | 0.5733627 | 0.3816960 | 0.7746420 |
| silicate | Indian | (28.1,28.2] | -0.0185149 | -0.3448723 | 0.4609557 |
| silicate | Indian | (28.2,28.3] | -0.5109481 | -0.6107328 | -0.3179215 |
| silicate | Indian | (28.3, Inf] | -0.5131622 | -0.5467465 | -0.4740158 |
| silicate | N_Atlantic | (-Inf,26] | -0.8882752 | -1.0000000 | -0.7765504 |
| silicate | N_Atlantic | (26,26.5] | NA | NA | NA |
| silicate | N_Atlantic | (26.5,26.75] | -0.7490924 | -0.9021082 | -0.5739329 |
| silicate | N_Atlantic | (26.75,27] | -0.9257618 | -0.9629976 | -0.9021148 |
| silicate | N_Atlantic | (27,27.25] | -0.9744240 | -0.9866206 | -0.9516199 |
| silicate | N_Atlantic | (27.25,27.5] | -0.9648962 | -0.9816437 | -0.9427410 |
| silicate | N_Atlantic | (27.5,27.75] | -0.9440525 | -0.9579902 | -0.9329436 |
| silicate | N_Atlantic | (27.75,27.85] | -0.8737138 | -0.9159531 | -0.8166592 |
| silicate | N_Atlantic | (27.85,27.95] | -0.7473218 | -0.7956928 | -0.7087746 |
| silicate | N_Atlantic | (27.95,28.05] | -0.7481325 | -0.7939254 | -0.6626157 |
| silicate | N_Atlantic | (28.05,28.1] | -0.3492257 | -0.6400846 | -0.1102837 |
| silicate | N_Atlantic | (28.1,28.15] | -0.6543079 | -0.7165118 | -0.5959129 |
| silicate | N_Atlantic | (28.15,28.2] | -0.9603724 | -0.9685016 | -0.9557153 |
| silicate | N_Atlantic | (28.2, Inf] | -0.9819438 | -0.9885124 | -0.9688576 |
| silicate | N_Pacific | (-Inf,26] | -0.4604357 | -0.6639906 | -0.2788257 |
| silicate | N_Pacific | (26,26.5] | -0.0017680 | -0.2259371 | 0.3773322 |
| silicate | N_Pacific | (26.5,26.75] | -0.0700832 | -0.1279788 | 0.0048702 |
| silicate | N_Pacific | (26.75,27] | -0.5987383 | -0.6430165 | -0.5216124 |
| silicate | N_Pacific | (27,27.25] | -0.4932455 | -0.5692735 | -0.4521093 |
| silicate | N_Pacific | (27.25,27.5] | -0.3092782 | -0.4022077 | -0.2248503 |
| silicate | N_Pacific | (27.5,27.75] | 0.1125666 | 0.0456015 | 0.1726903 |
| silicate | N_Pacific | (27.75,27.85] | 0.8207087 | 0.7929385 | 0.8755041 |
| silicate | N_Pacific | (27.85,27.95] | 0.8772019 | 0.8578078 | 0.8869233 |
| silicate | N_Pacific | (27.95,28.05] | 0.8591479 | 0.8351450 | 0.8897600 |
| silicate | N_Pacific | (28.05,28.1] | 0.9319350 | 0.9082945 | 0.9726556 |
| silicate | N_Pacific | (28.1,28.2] | 0.8598056 | 0.8049331 | 0.9264773 |
| silicate | N_Pacific | (28.2,28.3] | 0.9441894 | 0.9238640 | 0.9632542 |
| silicate | N_Pacific | (28.3, Inf] | 0.9905067 | 0.9808970 | 0.9963560 |
| silicate | Pacific | (-Inf,26] | 0.2661520 | 0.1560122 | 0.4556377 |
| silicate | Pacific | (26,26.5] | -0.5861181 | -0.7566569 | -0.4538123 |
| silicate | Pacific | (26.5,26.75] | -0.7935392 | -0.8850992 | -0.7462695 |
| silicate | Pacific | (26.75,27] | -0.7791408 | -0.8387209 | -0.7406312 |
| silicate | Pacific | (27,27.25] | -0.6583026 | -0.7444006 | -0.5516012 |
| silicate | Pacific | (27.25,27.5] | -0.2651786 | -0.4253884 | -0.0863254 |
| silicate | Pacific | (27.5,27.75] | 0.6249301 | 0.4942982 | 0.7509518 |
| silicate | Pacific | (27.75,27.85] | 0.9584656 | 0.9495066 | 0.9649639 |
| silicate | Pacific | (27.85,27.95] | 0.9765771 | 0.9730136 | 0.9797307 |
| silicate | Pacific | (27.95,28.05] | 0.9844682 | 0.9832457 | 0.9853983 |
| silicate | Pacific | (28.05,28.1] | 0.9905707 | 0.9890986 | 0.9920655 |
| silicate | Pacific | (28.1,28.2] | 0.9792517 | 0.9754507 | 0.9841169 |
| silicate | Pacific | (28.2,28.3] | 0.9372568 | 0.9267085 | 0.9451453 |
| silicate | Pacific | (28.3, Inf] | 0.9256552 | 0.9211284 | 0.9336279 |
| silicate | SO | (-Inf,26] | NA | NA | NA |
| silicate | SO | (26,26.5] | -0.2338722 | -0.6420557 | 0.0721534 |
| silicate | SO | (26.5,26.75] | -0.0778647 | -0.3347088 | 0.3416883 |
| silicate | SO | (26.75,27] | -0.5481702 | -0.6220257 | -0.4428700 |
| silicate | SO | (27,27.25] | -0.7654092 | -0.8271118 | -0.7276671 |
| silicate | SO | (27.25,27.5] | -0.7013804 | -0.8524757 | -0.5973607 |
| silicate | SO | (27.5,27.75] | -0.7874994 | -0.9074918 | -0.6170727 |
| silicate | SO | (27.75,27.85] | -0.7182262 | -0.8557066 | -0.4675453 |
| silicate | SO | (27.85,27.95] | -0.6414295 | -0.8271435 | -0.3803645 |
| silicate | SO | (27.95,28.05] | -0.6141560 | -0.7987397 | -0.3741541 |
| silicate | SO | (28.05,28.1] | -0.5862709 | -0.7172804 | -0.4324828 |
| silicate | SO | (28.1,28.15] | -0.8146073 | -0.8738344 | -0.7685484 |
| silicate | SO | (28.1,28.2] | -0.5684117 | -0.7545897 | -0.3065743 |
| silicate | SO | (28.15,28.2] | -0.7756719 | -0.8853987 | -0.6906221 |
| silicate | SO | (28.2, Inf] | -0.8938449 | -0.9520658 | -0.8503808 |
| silicate | SO | (28.2,28.3] | -0.4947610 | -0.7350280 | -0.0908022 |
| silicate | SO | (28.3, Inf] | -0.7030451 | -0.7569976 | -0.6242714 |
| temp | Atlantic | (-Inf,26] | -0.8824420 | -0.9721883 | -0.8292056 |
| temp | Atlantic | (26,26.5] | -0.3011940 | -0.4391484 | -0.1403961 |
| temp | Atlantic | (26.5,26.75] | 0.1162678 | -0.0894940 | 0.2541857 |
| temp | Atlantic | (26.75,27] | 0.4608225 | 0.3550241 | 0.5915742 |
| temp | Atlantic | (27,27.25] | 0.7902914 | 0.7447864 | 0.8316383 |
| temp | Atlantic | (27.25,27.5] | 0.8159782 | 0.7963764 | 0.8259067 |
| temp | Atlantic | (27.5,27.75] | 0.7367722 | 0.7116410 | 0.7744548 |
| temp | Atlantic | (27.75,27.85] | 0.8832580 | 0.8473137 | 0.9112739 |
| temp | Atlantic | (27.85,27.95] | 0.8039257 | 0.7131343 | 0.9039488 |
| temp | Atlantic | (27.95,28.05] | 0.5636322 | 0.4918450 | 0.6992541 |
| temp | Atlantic | (28.05,28.1] | 0.7958036 | 0.7230929 | 0.8560689 |
| temp | Atlantic | (28.1,28.15] | 0.7911083 | 0.7172126 | 0.8308135 |
| temp | Atlantic | (28.15,28.2] | 0.8674913 | 0.8296152 | 0.8934197 |
| temp | Atlantic | (28.2, Inf] | 0.9711149 | 0.9658484 | 0.9779932 |
| temp | Indian | (-Inf,26] | -0.2975079 | -0.6919775 | 0.0292981 |
| temp | Indian | (26,26.5] | 0.3217286 | 0.1088703 | 0.4819065 |
| temp | Indian | (26.5,26.75] | 0.5181011 | 0.4740041 | 0.5887116 |
| temp | Indian | (26.75,27] | 0.4440810 | 0.3934721 | 0.4747741 |
| temp | Indian | (27,27.25] | 0.4432820 | 0.3652761 | 0.5197374 |
| temp | Indian | (27.25,27.5] | 0.4322863 | 0.3456410 | 0.4856052 |
| temp | Indian | (27.5,27.75] | 0.7003258 | 0.5395763 | 0.8610993 |
| temp | Indian | (27.75,27.85] | 0.7793784 | 0.7055738 | 0.9041733 |
| temp | Indian | (27.85,27.95] | 0.7599653 | 0.6850641 | 0.8428508 |
| temp | Indian | (27.95,28.05] | 0.6699969 | 0.4951617 | 0.7787156 |
| temp | Indian | (28.05,28.1] | 0.6047511 | 0.4879261 | 0.7133554 |
| temp | Indian | (28.1,28.2] | -0.3336385 | -0.5913822 | -0.0857560 |
| temp | Indian | (28.2,28.3] | -0.7265505 | -0.7406744 | -0.6986524 |
| temp | Indian | (28.3, Inf] | 0.2803966 | -0.1332528 | 0.6442257 |
| temp | N_Atlantic | (-Inf,26] | 0.7651731 | 0.5307406 | 0.9996056 |
| temp | N_Atlantic | (26,26.5] | NA | NA | NA |
| temp | N_Atlantic | (26.5,26.75] | -0.8807153 | -0.9389079 | -0.8003489 |
| temp | N_Atlantic | (26.75,27] | -0.9322527 | -0.9563504 | -0.9187734 |
| temp | N_Atlantic | (27,27.25] | -0.9597724 | -0.9748951 | -0.9316832 |
| temp | N_Atlantic | (27.25,27.5] | -0.9190110 | -0.9327662 | -0.9053410 |
| temp | N_Atlantic | (27.5,27.75] | -0.8940143 | -0.9048512 | -0.8825733 |
| temp | N_Atlantic | (27.75,27.85] | -0.8580013 | -0.8885157 | -0.8162338 |
| temp | N_Atlantic | (27.85,27.95] | -0.7584929 | -0.7857167 | -0.7358015 |
| temp | N_Atlantic | (27.95,28.05] | -0.4949515 | -0.7388848 | -0.2242899 |
| temp | N_Atlantic | (28.05,28.1] | -0.2287400 | -0.4910761 | 0.1597684 |
| temp | N_Atlantic | (28.1,28.15] | 0.4135616 | 0.0499086 | 0.8425083 |
| temp | N_Atlantic | (28.15,28.2] | 0.6523886 | 0.5609499 | 0.7710830 |
| temp | N_Atlantic | (28.2, Inf] | -0.2882797 | -0.8637188 | 0.8321000 |
| temp | N_Pacific | (-Inf,26] | -0.9029959 | -0.9860397 | -0.8465924 |
| temp | N_Pacific | (26,26.5] | -0.9063692 | -0.9194233 | -0.8838442 |
| temp | N_Pacific | (26.5,26.75] | -0.7810502 | -0.8258202 | -0.6998010 |
| temp | N_Pacific | (26.75,27] | -0.7279182 | -0.7773299 | -0.6904297 |
| temp | N_Pacific | (27,27.25] | -0.8421325 | -0.8926739 | -0.8127788 |
| temp | N_Pacific | (27.25,27.5] | -0.4211583 | -0.4628944 | -0.3694521 |
| temp | N_Pacific | (27.5,27.75] | -0.1458567 | -0.2557085 | -0.0649542 |
| temp | N_Pacific | (27.75,27.85] | -0.4878856 | -0.5982548 | -0.3732689 |
| temp | N_Pacific | (27.85,27.95] | -0.0928454 | -0.1647745 | 0.0248345 |
| temp | N_Pacific | (27.95,28.05] | 0.1016588 | 0.0786198 | 0.1143931 |
| temp | N_Pacific | (28.05,28.1] | 0.4744179 | 0.3664010 | 0.5725001 |
| temp | N_Pacific | (28.1,28.2] | 0.4366543 | 0.3362110 | 0.5565965 |
| temp | N_Pacific | (28.2,28.3] | 0.6947277 | 0.5931998 | 0.7735442 |
| temp | N_Pacific | (28.3, Inf] | 0.5833929 | 0.3265486 | 0.7816421 |
| temp | Pacific | (-Inf,26] | -0.5982686 | -0.6696031 | -0.5582359 |
| temp | Pacific | (26,26.5] | 0.1321257 | 0.0157317 | 0.2945043 |
| temp | Pacific | (26.5,26.75] | 0.4765010 | 0.4032959 | 0.6129974 |
| temp | Pacific | (26.75,27] | 0.5652066 | 0.4796320 | 0.6425950 |
| temp | Pacific | (27,27.25] | 0.5321311 | 0.4356823 | 0.5918708 |
| temp | Pacific | (27.25,27.5] | 0.2864469 | 0.1663282 | 0.3507637 |
| temp | Pacific | (27.5,27.75] | -0.1401129 | -0.1860410 | -0.0968800 |
| temp | Pacific | (27.75,27.85] | -0.1231001 | -0.2441741 | 0.0288984 |
| temp | Pacific | (27.85,27.95] | 0.0269475 | -0.0443952 | 0.0738996 |
| temp | Pacific | (27.95,28.05] | 0.1905107 | 0.1567722 | 0.2324886 |
| temp | Pacific | (28.05,28.1] | 0.4078902 | 0.3714315 | 0.4381207 |
| temp | Pacific | (28.1,28.2] | 0.1985421 | 0.0928217 | 0.2822862 |
| temp | Pacific | (28.2,28.3] | 0.6738646 | 0.6695297 | 0.6791579 |
| temp | Pacific | (28.3, Inf] | 0.9060016 | 0.8980424 | 0.9139975 |
| temp | SO | (-Inf,26] | NA | NA | NA |
| temp | SO | (26,26.5] | 0.1454163 | -0.4555972 | 0.5663478 |
| temp | SO | (26.5,26.75] | 0.5778290 | 0.4587747 | 0.6640954 |
| temp | SO | (26.75,27] | 0.5588894 | 0.4766532 | 0.6864079 |
| temp | SO | (27,27.25] | 0.7092777 | 0.6657388 | 0.7342000 |
| temp | SO | (27.25,27.5] | 0.6709055 | 0.5676476 | 0.7829891 |
| temp | SO | (27.5,27.75] | 0.4415623 | 0.2112708 | 0.6804188 |
| temp | SO | (27.75,27.85] | -0.3478004 | -0.7047218 | 0.1406153 |
| temp | SO | (27.85,27.95] | -0.4018862 | -0.6706468 | 0.1010800 |
| temp | SO | (27.95,28.05] | -0.3339353 | -0.7398585 | 0.1772441 |
| temp | SO | (28.05,28.1] | -0.3073906 | -0.6557633 | 0.1763947 |
| temp | SO | (28.1,28.15] | 0.5234472 | 0.3049208 | 0.6854310 |
| temp | SO | (28.1,28.2] | -0.6159469 | -0.8935166 | -0.2226812 |
| temp | SO | (28.15,28.2] | 0.5617767 | 0.4556982 | 0.7177930 |
| temp | SO | (28.2, Inf] | 0.4914680 | 0.4195071 | 0.5385263 |
| temp | SO | (28.2,28.3] | -0.4380958 | -0.8283998 | 0.0967718 |
| temp | SO | (28.3, Inf] | -0.1887956 | -0.2935026 | -0.0958246 |
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