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1 Required data

Required are:

  • cleaned and prepared GLODAPv2.2020 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 coeffcients.

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).

plot_fun <- function(df){
  ggpairs(
    data = df,
    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:",
      unique(df$basin),
      "| era: all | random subsample:",
      nrow(df),
      "| data source:",
      unique(df$data_source)
    ))
}

GLODAP %>%
  slice_sample(n = 5e3) %>% 
  group_split(basin, data_source) %>%
  map(plot_fun)
[[1]]

Version Author Date
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ab5c8cf jens-daniel-mueller 2021-03-24
03b6009 jens-daniel-mueller 2021-03-23
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83a13de jens-daniel-mueller 2021-03-20
cf98c6d jens-daniel-mueller 2021-03-16
a1d52ff jens-daniel-mueller 2021-03-15
0bade3b jens-daniel-mueller 2021-03-15
27c1f4b jens-daniel-mueller 2021-03-14
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5017709 jens-daniel-mueller 2021-03-11
585b07f jens-daniel-mueller 2021-03-11
85a5ed2 jens-daniel-mueller 2021-03-10
6c0bec6 jens-daniel-mueller 2021-03-05
af70b94 jens-daniel-mueller 2021-03-04
7b672f7 jens-daniel-mueller 2021-01-11
33ba23c jens-daniel-mueller 2021-01-07
318609d jens-daniel-mueller 2020-12-23
9d0b2d0 jens-daniel-mueller 2020-12-23
0aa2b50 jens-daniel-mueller 2020-12-23
2886da0 jens-daniel-mueller 2020-12-19
02f0ee9 jens-daniel-mueller 2020-12-18
7bcb4eb jens-daniel-mueller 2020-12-18
158fe26 jens-daniel-mueller 2020-12-15
7a9a4cb jens-daniel-mueller 2020-12-15
61b263c jens-daniel-mueller 2020-12-15
4d612dd jens-daniel-mueller 2020-12-15
984697e jens-daniel-mueller 2020-12-12
3ebff89 jens-daniel-mueller 2020-12-12
5d96d3c jens-daniel-mueller 2020-12-11

[[2]]

Version Author Date
ddec5b7 jens-daniel-mueller 2021-04-15
29edae5 jens-daniel-mueller 2021-04-14
9f31fe3 jens-daniel-mueller 2021-04-13
ea17c90 jens-daniel-mueller 2021-04-09
338dd3c jens-daniel-mueller 2021-04-09
a79ca2c jens-daniel-mueller 2021-04-09
eb827c9 jens-daniel-mueller 2021-04-07
ab5c8cf jens-daniel-mueller 2021-03-24
03b6009 jens-daniel-mueller 2021-03-23
98d4a6d jens-daniel-mueller 2021-03-23
83a13de jens-daniel-mueller 2021-03-20
cf98c6d jens-daniel-mueller 2021-03-16
a1d52ff jens-daniel-mueller 2021-03-15
0bade3b jens-daniel-mueller 2021-03-15
27c1f4b jens-daniel-mueller 2021-03-14
af75ebf jens-daniel-mueller 2021-03-14
5017709 jens-daniel-mueller 2021-03-11
585b07f jens-daniel-mueller 2021-03-11
85a5ed2 jens-daniel-mueller 2021-03-10
6c0bec6 jens-daniel-mueller 2021-03-05
af70b94 jens-daniel-mueller 2021-03-04
7b672f7 jens-daniel-mueller 2021-01-11
33ba23c jens-daniel-mueller 2021-01-07
318609d jens-daniel-mueller 2020-12-23
9d0b2d0 jens-daniel-mueller 2020-12-23
0aa2b50 jens-daniel-mueller 2020-12-23
2886da0 jens-daniel-mueller 2020-12-19
02f0ee9 jens-daniel-mueller 2020-12-18
7bcb4eb jens-daniel-mueller 2020-12-18
158fe26 jens-daniel-mueller 2020-12-15
7a9a4cb jens-daniel-mueller 2020-12-15
61b263c jens-daniel-mueller 2020-12-15
4d612dd jens-daniel-mueller 2020-12-15
984697e jens-daniel-mueller 2020-12-12
3ebff89 jens-daniel-mueller 2020-12-12
5d96d3c jens-daniel-mueller 2020-12-11

[[3]]

Version Author Date
ddec5b7 jens-daniel-mueller 2021-04-15
29edae5 jens-daniel-mueller 2021-04-14
099d566 jens-daniel-mueller 2021-04-14
bb44686 jens-daniel-mueller 2021-04-14
bf40480 jens-daniel-mueller 2021-04-13
9f31fe3 jens-daniel-mueller 2021-04-13
ea17c90 jens-daniel-mueller 2021-04-09
338dd3c jens-daniel-mueller 2021-04-09
a79ca2c jens-daniel-mueller 2021-04-09
eb827c9 jens-daniel-mueller 2021-04-07
ab5c8cf jens-daniel-mueller 2021-03-24
0aa2b50 jens-daniel-mueller 2020-12-23
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02f0ee9 jens-daniel-mueller 2020-12-18
7bcb4eb jens-daniel-mueller 2020-12-18
158fe26 jens-daniel-mueller 2020-12-15
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61b263c jens-daniel-mueller 2020-12-15
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984697e jens-daniel-mueller 2020-12-12
3ebff89 jens-daniel-mueller 2020-12-12
5d96d3c jens-daniel-mueller 2020-12-11

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Version Author Date
099d566 jens-daniel-mueller 2021-04-14
bb44686 jens-daniel-mueller 2021-04-14
984697e jens-daniel-mueller 2020-12-12
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bb44686 jens-daniel-mueller 2021-04-14

[[7]]


[[8]]


[[9]]


[[10]]

GLODAP <- GLODAP %>%
  filter(data_source == "obs") %>%
  select(-data_source)

Individual correlation plots for each basin, era and neutral density (gamma) slab are available at:

/nfs/kryo/work/jenmueller/emlr_cant/observations/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)[5]

      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()
      
    }
  }
}

}

2.2 Correlation assesment

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
ddec5b7 jens-daniel-mueller 2021-04-15
29edae5 jens-daniel-mueller 2021-04-14
099d566 jens-daniel-mueller 2021-04-14
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27c1f4b jens-daniel-mueller 2021-03-14
af75ebf jens-daniel-mueller 2021-03-14
5017709 jens-daniel-mueller 2021-03-11
585b07f jens-daniel-mueller 2021-03-11
85a5ed2 jens-daniel-mueller 2021-03-10
6c0bec6 jens-daniel-mueller 2021-03-05
7b672f7 jens-daniel-mueller 2021-01-11
33ba23c jens-daniel-mueller 2021-01-07
318609d jens-daniel-mueller 2020-12-23
9d0b2d0 jens-daniel-mueller 2020-12-23
0aa2b50 jens-daniel-mueller 2020-12-23
2886da0 jens-daniel-mueller 2020-12-19
02f0ee9 jens-daniel-mueller 2020-12-18
158fe26 jens-daniel-mueller 2020-12-15
984697e jens-daniel-mueller 2020-12-12
3ebff89 jens-daniel-mueller 2020-12-12
5d96d3c jens-daniel-mueller 2020-12-11
24a632f jens-daniel-mueller 2020-12-07
6a8004b jens-daniel-mueller 2020-12-07
70bf1a5 jens-daniel-mueller 2020-12-07
7555355 jens-daniel-mueller 2020-12-07
143d6fa jens-daniel-mueller 2020-12-07
0ff728b jens-daniel-mueller 2020-12-01
91435ae jens-daniel-mueller 2020-12-01
196be51 jens-daniel-mueller 2020-11-30
bc61ce3 Jens Müller 2020-11-30
# 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 Indian (-Inf,26] 0.9941364 0.9933442 0.9949286
aou + nitrate Indian (26,26.5] 0.9910044 0.9894171 0.9925917
aou + nitrate Indian (26.5,26.75] 0.9773988 0.9755990 0.9791985
aou + nitrate Indian (26.75,27] 0.9346707 0.9294778 0.9398636
aou + nitrate Indian (27,27.25] 0.8789542 0.8529635 0.9049449
aou + nitrate Indian (27.25,27.5] 0.9090591 0.9019845 0.9161338
aou + nitrate Indian (27.5,27.75] 0.9048382 0.8964650 0.9132113
aou + nitrate Indian (27.75,27.85] 0.8032745 0.7944102 0.8121389
aou + nitrate Indian (27.85,27.95] 0.8089530 0.8084148 0.8094913
aou + nitrate Indian (27.95,28.05] 0.7453585 0.7331025 0.7576145
aou + nitrate Indian (28.05,28.1] 0.7531793 0.7403629 0.7659957
aou + nitrate Indian (28.1,28.2] 0.7253004 0.7131243 0.7374765
aou + nitrate Indian (28.2,28.3] 0.4585377 0.4131144 0.5039610
aou + nitrate Indian (28.3,28.4] 0.4472102 0.4232724 0.4711481
aou + nitrate N_Atlantic (-Inf,26] 0.9048314 0.8932163 0.9164465
aou + nitrate N_Atlantic (26,26.5] 0.9227265 0.9169887 0.9284643
aou + nitrate N_Atlantic (26.5,26.75] 0.9746019 0.9742821 0.9749216
aou + nitrate N_Atlantic (26.75,27] 0.9814318 0.9798530 0.9830107
aou + nitrate N_Atlantic (27,27.25] 0.9779815 0.9739117 0.9820513
aou + nitrate N_Atlantic (27.25,27.5] 0.9575511 0.9517550 0.9633472
aou + nitrate N_Atlantic (27.5,27.75] 0.9254920 0.9086264 0.9423575
aou + nitrate N_Atlantic (27.75,27.85] 0.9063237 0.8914777 0.9211698
aou + nitrate N_Atlantic (27.85,27.95] 0.9312357 0.9301249 0.9323465
aou + nitrate N_Atlantic (27.95,28.05] 0.9093788 0.8859374 0.9328203
aou + nitrate N_Atlantic (28.05,28.1] 0.9719964 0.9686641 0.9753288
aou + nitrate N_Atlantic (28.1,28.15] 0.9749064 0.9715787 0.9782340
aou + nitrate N_Atlantic (28.15,28.2] 0.3348440 0.1611262 0.5085618
aou + nitrate N_Atlantic (28.2, Inf] 0.7551105 0.6542489 0.8559720
aou + nitrate N_Pacific (-Inf,26] 0.9011065 0.8862403 0.9159727
aou + nitrate N_Pacific (26,26.5] 0.9201073 0.9195466 0.9206680
aou + nitrate N_Pacific (26.5,26.75] 0.8470221 0.8410229 0.8530214
aou + nitrate N_Pacific (26.75,27] 0.7620073 0.7531300 0.7708846
aou + nitrate N_Pacific (27,27.25] 0.8449090 0.8430626 0.8467554
aou + nitrate N_Pacific (27.25,27.5] 0.9545074 0.9516796 0.9573351
aou + nitrate N_Pacific (27.5,27.75] 0.9566306 0.9532680 0.9599933
aou + nitrate N_Pacific (27.75,27.85] 0.9770166 0.9751675 0.9788658
aou + nitrate N_Pacific (27.85,27.95] 0.9771074 0.9730874 0.9811274
aou + nitrate N_Pacific (27.95,28.05] 0.9525568 0.9385042 0.9666094
aou + nitrate N_Pacific (28.05,28.1] 0.9461531 0.9318198 0.9604864
aou + nitrate N_Pacific (28.1,28.2] 0.9649909 0.9639209 0.9660608
aou + nitrate S_Atlantic (-Inf,26] 0.8496457 0.8152809 0.8840106
aou + nitrate S_Atlantic (26,26.5] 0.9029384 0.8900404 0.9158364
aou + nitrate S_Atlantic (26.5,26.75] 0.9521356 0.9493322 0.9549391
aou + nitrate S_Atlantic (26.75,27] 0.9508668 0.9505029 0.9512307
aou + nitrate S_Atlantic (27,27.25] 0.8893572 0.8852222 0.8934922
aou + nitrate S_Atlantic (27.25,27.5] 0.8989485 0.8927429 0.9051541
aou + nitrate S_Atlantic (27.5,27.75] 0.3165271 0.2926327 0.3404215
aou + nitrate S_Atlantic (27.75,27.85] 0.7371732 0.6968649 0.7774816
aou + nitrate S_Atlantic (27.85,27.95] 0.8139217 0.7690314 0.8588120
aou + nitrate S_Atlantic (27.95,28.05] 0.8438916 0.8047720 0.8830112
aou + nitrate S_Atlantic (28.05,28.1] 0.8665451 0.8260253 0.9070649
aou + nitrate S_Atlantic (28.1,28.15] 0.9097579 0.8736773 0.9458386
aou + nitrate S_Atlantic (28.15,28.2] 0.8531623 0.7730924 0.9332321
aou + nitrate S_Atlantic (28.2, Inf] 0.4000845 0.3032135 0.4969555
aou + nitrate S_Pacific (-Inf,26] 0.9146953 0.8989753 0.9304152
aou + nitrate S_Pacific (26,26.5] 0.9150735 0.9045158 0.9256313
aou + nitrate S_Pacific (26.5,26.75] 0.9416665 0.9385068 0.9448263
aou + nitrate S_Pacific (26.75,27] 0.9514214 0.9453123 0.9575305
aou + nitrate S_Pacific (27,27.25] 0.9510388 0.9417440 0.9603336
aou + nitrate S_Pacific (27.25,27.5] 0.9539865 0.9539191 0.9540539
aou + nitrate S_Pacific (27.5,27.75] 0.9387998 0.9382440 0.9393556
aou + nitrate S_Pacific (27.75,27.85] 0.9553559 0.9546782 0.9560337
aou + nitrate S_Pacific (27.85,27.95] 0.9628667 0.9578619 0.9678715
aou + nitrate S_Pacific (27.95,28.05] 0.9660836 0.9638551 0.9683122
aou + nitrate S_Pacific (28.05,28.1] 0.9559475 0.9547711 0.9571239
aou + nitrate S_Pacific (28.1,28.2] 0.7458379 0.7329145 0.7587612
aou + nitrate S_Pacific (28.2,28.3] 0.2032385 0.1367170 0.2697599
aou + nitrate S_Pacific (28.3,28.4] 0.5509591 0.5471942 0.5547240
aou + phosphate Indian (-Inf,26] 0.9956454 0.9955789 0.9957120
aou + phosphate Indian (26,26.5] 0.9936161 0.9929904 0.9942418
aou + phosphate Indian (26.5,26.75] 0.9821252 0.9811336 0.9831168
aou + phosphate Indian (26.75,27] 0.9472594 0.9443337 0.9501852
aou + phosphate Indian (27,27.25] 0.8952279 0.8709805 0.9194753
aou + phosphate Indian (27.25,27.5] 0.9331851 0.9288130 0.9375572
aou + phosphate Indian (27.5,27.75] 0.9516483 0.9472574 0.9560392
aou + phosphate Indian (27.75,27.85] 0.8981001 0.8952710 0.9009292
aou + phosphate Indian (27.85,27.95] 0.8523302 0.8520848 0.8525756
aou + phosphate Indian (27.95,28.05] 0.7641247 0.7452467 0.7830027
aou + phosphate Indian (28.05,28.1] 0.7684582 0.7497667 0.7871496
aou + phosphate Indian (28.1,28.2] 0.7125357 0.6919345 0.7331370
aou + phosphate Indian (28.2,28.3] 0.4027922 0.3741631 0.4314212
aou + phosphate Indian (28.3,28.4] 0.5212487 0.4803659 0.5621315
aou + phosphate N_Atlantic (-Inf,26] 0.8376745 0.8238169 0.8515321
aou + phosphate N_Atlantic (26,26.5] 0.8873596 0.8821959 0.8925234
aou + phosphate N_Atlantic (26.5,26.75] 0.9559373 0.9554743 0.9564004
aou + phosphate N_Atlantic (26.75,27] 0.9690244 0.9665637 0.9714851
aou + phosphate N_Atlantic (27,27.25] 0.9690219 0.9653620 0.9726818
aou + phosphate N_Atlantic (27.25,27.5] 0.9419767 0.9360068 0.9479465
aou + phosphate N_Atlantic (27.5,27.75] 0.9065343 0.8851698 0.9278987
aou + phosphate N_Atlantic (27.75,27.85] 0.8746309 0.8381894 0.9110723
aou + phosphate N_Atlantic (27.85,27.95] 0.9122377 0.8984819 0.9259936
aou + phosphate N_Atlantic (27.95,28.05] 0.9043390 0.8697448 0.9389331
aou + phosphate N_Atlantic (28.05,28.1] 0.9607672 0.9536750 0.9678593
aou + phosphate N_Atlantic (28.1,28.15] 0.9763386 0.9742540 0.9784233
aou + phosphate N_Atlantic (28.15,28.2] 0.1843880 0.0419893 0.3267866
aou + phosphate N_Atlantic (28.2, Inf] 0.6835304 0.6767602 0.6903005
aou + phosphate N_Pacific (-Inf,26] 0.9176924 0.8953650 0.9400198
aou + phosphate N_Pacific (26,26.5] 0.9571769 0.9516868 0.9626670
aou + phosphate N_Pacific (26.5,26.75] 0.9208911 0.9136603 0.9281219
aou + phosphate N_Pacific (26.75,27] 0.7945798 0.7723628 0.8167968
aou + phosphate N_Pacific (27,27.25] 0.9058964 0.8876294 0.9241633
aou + phosphate N_Pacific (27.25,27.5] 0.9628387 0.9624300 0.9632474
aou + phosphate N_Pacific (27.5,27.75] 0.9422425 0.9383525 0.9461325
aou + phosphate N_Pacific (27.75,27.85] 0.9634912 0.9628285 0.9641540
aou + phosphate N_Pacific (27.85,27.95] 0.9690956 0.9659108 0.9722804
aou + phosphate N_Pacific (27.95,28.05] 0.9526287 0.9471507 0.9581067
aou + phosphate N_Pacific (28.05,28.1] 0.9237875 0.9184753 0.9290997
aou + phosphate N_Pacific (28.1,28.2] 0.9168523 0.9128828 0.9208217
aou + phosphate S_Atlantic (-Inf,26] 0.6593820 0.5912971 0.7274669
aou + phosphate S_Atlantic (26,26.5] 0.8728380 0.8524717 0.8932043
aou + phosphate S_Atlantic (26.5,26.75] 0.9354435 0.9304879 0.9403992
aou + phosphate S_Atlantic (26.75,27] 0.9346296 0.9340362 0.9352230
aou + phosphate S_Atlantic (27,27.25] 0.8667707 0.8656435 0.8678978
aou + phosphate S_Atlantic (27.25,27.5] 0.8710137 0.8676504 0.8743769
aou + phosphate S_Atlantic (27.5,27.75] 0.2594827 0.2286909 0.2902746
aou + phosphate S_Atlantic (27.75,27.85] 0.7244360 0.6837521 0.7651198
aou + phosphate S_Atlantic (27.85,27.95] 0.8039422 0.7590418 0.8488425
aou + phosphate S_Atlantic (27.95,28.05] 0.8315419 0.7894394 0.8736444
aou + phosphate S_Atlantic (28.05,28.1] 0.8567300 0.8140732 0.8993868
aou + phosphate S_Atlantic (28.1,28.15] 0.9031233 0.8648769 0.9413696
aou + phosphate S_Atlantic (28.15,28.2] 0.8496248 0.7665046 0.9327449
aou + phosphate S_Atlantic (28.2, Inf] 0.3637828 0.2750521 0.4525136
aou + phosphate S_Pacific (-Inf,26] 0.8940234 0.8848582 0.9031886
aou + phosphate S_Pacific (26,26.5] 0.9634467 0.9571314 0.9697619
aou + phosphate S_Pacific (26.5,26.75] 0.9715323 0.9694886 0.9735759
aou + phosphate S_Pacific (26.75,27] 0.9592903 0.9533917 0.9651888
aou + phosphate S_Pacific (27,27.25] 0.9488396 0.9347582 0.9629209
aou + phosphate S_Pacific (27.25,27.5] 0.9535768 0.9488871 0.9582665
aou + phosphate S_Pacific (27.5,27.75] 0.9456047 0.9429036 0.9483059
aou + phosphate S_Pacific (27.75,27.85] 0.9591502 0.9577763 0.9605241
aou + phosphate S_Pacific (27.85,27.95] 0.9601633 0.9569524 0.9633742
aou + phosphate S_Pacific (27.95,28.05] 0.9615726 0.9607060 0.9624392
aou + phosphate S_Pacific (28.05,28.1] 0.9431365 0.9415967 0.9446762
aou + phosphate S_Pacific (28.1,28.2] 0.6925800 0.6912922 0.6938677
aou + phosphate S_Pacific (28.2,28.3] 0.2366858 0.1615081 0.3118635
aou + phosphate S_Pacific (28.3,28.4] 0.5436734 0.4947465 0.5926004
aou + phosphate_star Indian (-Inf,26] 0.9402332 0.9394596 0.9410067
aou + phosphate_star Indian (26,26.5] 0.9143890 0.9087717 0.9200062
aou + phosphate_star Indian (26.5,26.75] 0.7008337 0.6970077 0.7046598
aou + phosphate_star Indian (26.75,27] 0.1423435 0.1399918 0.1446951
aou + phosphate_star Indian (27,27.25] -0.5694598 -0.5877358 -0.5511839
aou + phosphate_star Indian (27.25,27.5] -0.8247954 -0.8277979 -0.8217929
aou + phosphate_star Indian (27.5,27.75] -0.9028702 -0.9075617 -0.8981788
aou + phosphate_star Indian (27.75,27.85] -0.7590491 -0.7597855 -0.7583128
aou + phosphate_star Indian (27.85,27.95] -0.5854990 -0.5871464 -0.5838517
aou + phosphate_star Indian (27.95,28.05] -0.4492064 -0.5037095 -0.3947034
aou + phosphate_star Indian (28.05,28.1] -0.2891218 -0.3575774 -0.2206662
aou + phosphate_star Indian (28.1,28.2] -0.4512465 -0.5056192 -0.3968739
aou + phosphate_star Indian (28.2,28.3] -0.8191447 -0.8397394 -0.7985501
aou + phosphate_star Indian (28.3,28.4] -0.8030850 -0.8130502 -0.7931199
aou + phosphate_star N_Atlantic (-Inf,26] -0.2039732 -0.3089512 -0.0989953
aou + phosphate_star N_Atlantic (26,26.5] 0.4361402 0.3979335 0.4743468
aou + phosphate_star N_Atlantic (26.5,26.75] 0.7490706 0.7333880 0.7647531
aou + phosphate_star N_Atlantic (26.75,27] 0.7776103 0.7415007 0.8137199
aou + phosphate_star N_Atlantic (27,27.25] 0.7331900 0.7199897 0.7463904
aou + phosphate_star N_Atlantic (27.25,27.5] 0.6514852 0.6178586 0.6851119
aou + phosphate_star N_Atlantic (27.5,27.75] 0.4428711 0.3754775 0.5102648
aou + phosphate_star N_Atlantic (27.75,27.85] -0.0824316 -0.1758484 0.0109852
aou + phosphate_star N_Atlantic (27.85,27.95] -0.1829482 -0.2186645 -0.1472318
aou + phosphate_star N_Atlantic (27.95,28.05] 0.4999094 0.3638589 0.6359600
aou + phosphate_star N_Atlantic (28.05,28.1] 0.8242484 0.7966153 0.8518816
aou + phosphate_star N_Atlantic (28.1,28.15] 0.9168549 0.9138638 0.9198459
aou + phosphate_star N_Atlantic (28.15,28.2] -0.5767797 -0.6197486 -0.5338108
aou + phosphate_star N_Atlantic (28.2, Inf] 0.0672740 -0.0250393 0.1595874
aou + phosphate_star N_Pacific (-Inf,26] 0.6658514 0.6053491 0.7263536
aou + phosphate_star N_Pacific (26,26.5] 0.4764931 0.4527332 0.5002531
aou + phosphate_star N_Pacific (26.5,26.75] -0.2170100 -0.2225366 -0.2114833
aou + phosphate_star N_Pacific (26.75,27] -0.4016216 -0.4287432 -0.3745000
aou + phosphate_star N_Pacific (27,27.25] 0.2736002 0.2007417 0.3464586
aou + phosphate_star N_Pacific (27.25,27.5] 0.5931750 0.5650282 0.6213217
aou + phosphate_star N_Pacific (27.5,27.75] -0.2391343 -0.2484042 -0.2298645
aou + phosphate_star N_Pacific (27.75,27.85] -0.5693744 -0.5754915 -0.5632574
aou + phosphate_star N_Pacific (27.85,27.95] -0.5694473 -0.6031476 -0.5357470
aou + phosphate_star N_Pacific (27.95,28.05] -0.2740563 -0.3008510 -0.2472617
aou + phosphate_star N_Pacific (28.05,28.1] -0.2036925 -0.2190400 -0.1883450
aou + phosphate_star N_Pacific (28.1,28.2] -0.1979580 -0.2374557 -0.1584602
aou + phosphate_star S_Atlantic (-Inf,26] 0.1115713 -0.0815927 0.3047353
aou + phosphate_star S_Atlantic (26,26.5] 0.5384650 0.5350611 0.5418688
aou + phosphate_star S_Atlantic (26.5,26.75] 0.2643811 0.2257141 0.3030481
aou + phosphate_star S_Atlantic (26.75,27] -0.3270699 -0.3388951 -0.3152447
aou + phosphate_star S_Atlantic (27,27.25] -0.6937347 -0.7049504 -0.6825190
aou + phosphate_star S_Atlantic (27.25,27.5] -0.7597761 -0.7663372 -0.7532150
aou + phosphate_star S_Atlantic (27.5,27.75] -0.7365226 -0.7751952 -0.6978500
aou + phosphate_star S_Atlantic (27.75,27.85] 0.3377047 0.2426940 0.4327154
aou + phosphate_star S_Atlantic (27.85,27.95] 0.3876194 0.2722090 0.5030298
aou + phosphate_star S_Atlantic (27.95,28.05] 0.4809706 0.3818932 0.5800479
aou + phosphate_star S_Atlantic (28.05,28.1] 0.6023321 0.5083086 0.6963556
aou + phosphate_star S_Atlantic (28.1,28.15] 0.7361456 0.6368958 0.8353954
aou + phosphate_star S_Atlantic (28.15,28.2] 0.4466536 0.1401218 0.7531853
aou + phosphate_star S_Atlantic (28.2, Inf] -0.7214469 -0.8017829 -0.6411110
aou + phosphate_star S_Pacific (-Inf,26] 0.4303818 0.3775879 0.4831758
aou + phosphate_star S_Pacific (26,26.5] 0.7234912 0.6904856 0.7564967
aou + phosphate_star S_Pacific (26.5,26.75] 0.6807260 0.6750053 0.6864467
aou + phosphate_star S_Pacific (26.75,27] 0.2897792 0.2824574 0.2971010
aou + phosphate_star S_Pacific (27,27.25] -0.2069129 -0.2718651 -0.1419606
aou + phosphate_star S_Pacific (27.25,27.5] -0.4073883 -0.4319924 -0.3827842
aou + phosphate_star S_Pacific (27.5,27.75] -0.4178372 -0.4313960 -0.4042785
aou + phosphate_star S_Pacific (27.75,27.85] -0.2555125 -0.2681127 -0.2429124
aou + phosphate_star S_Pacific (27.85,27.95] 0.0241637 -0.0231603 0.0714878
aou + phosphate_star S_Pacific (27.95,28.05] 0.4649153 0.4548761 0.4749545
aou + phosphate_star S_Pacific (28.05,28.1] 0.5198423 0.4995265 0.5401580
aou + phosphate_star S_Pacific (28.1,28.2] -0.2645401 -0.2748165 -0.2542636
aou + phosphate_star S_Pacific (28.2,28.3] -0.6429950 -0.7006972 -0.5852928
aou + phosphate_star S_Pacific (28.3,28.4] -0.7121808 -0.7538478 -0.6705137
aou + silicate Indian (-Inf,26] 0.9474513 0.9383301 0.9565726
aou + silicate Indian (26,26.5] 0.9510386 0.9447691 0.9573081
aou + silicate Indian (26.5,26.75] 0.9682374 0.9642271 0.9722477
aou + silicate Indian (26.75,27] 0.9786067 0.9769506 0.9802629
aou + silicate Indian (27,27.25] 0.9347582 0.9255799 0.9439364
aou + silicate Indian (27.25,27.5] 0.9099200 0.9047941 0.9150459
aou + silicate Indian (27.5,27.75] 0.9040044 0.9019191 0.9060897
aou + silicate Indian (27.75,27.85] 0.8768906 0.8745384 0.8792428
aou + silicate Indian (27.85,27.95] 0.8440085 0.8435492 0.8444678
aou + silicate Indian (27.95,28.05] 0.8317215 0.8290665 0.8343764
aou + silicate Indian (28.05,28.1] 0.9099469 0.9057249 0.9141688
aou + silicate Indian (28.1,28.2] 0.8192469 0.8147185 0.8237752
aou + silicate Indian (28.2,28.3] 0.6152150 0.6069423 0.6234877
aou + silicate Indian (28.3,28.4] 0.5993325 0.5387991 0.6598659
aou + silicate N_Atlantic (-Inf,26] 0.6692967 0.6229886 0.7156048
aou + silicate N_Atlantic (26,26.5] 0.7527982 0.7458662 0.7597302
aou + silicate N_Atlantic (26.5,26.75] 0.7945809 0.7848599 0.8043019
aou + silicate N_Atlantic (26.75,27] 0.9071567 0.8869834 0.9273299
aou + silicate N_Atlantic (27,27.25] 0.9258543 0.9219416 0.9297670
aou + silicate N_Atlantic (27.25,27.5] 0.9060327 0.9058735 0.9061920
aou + silicate N_Atlantic (27.5,27.75] 0.9004247 0.8869468 0.9139026
aou + silicate N_Atlantic (27.75,27.85] 0.9069293 0.8893444 0.9245143
aou + silicate N_Atlantic (27.85,27.95] 0.9200912 0.9128426 0.9273399
aou + silicate N_Atlantic (27.95,28.05] 0.9210453 0.9135241 0.9285666
aou + silicate N_Atlantic (28.05,28.1] 0.9688661 0.9661728 0.9715594
aou + silicate N_Atlantic (28.1,28.15] 0.9733705 0.9732526 0.9734884
aou + silicate N_Atlantic (28.15,28.2] 0.6134114 0.4744384 0.7523845
aou + silicate N_Atlantic (28.2, Inf] 0.8740137 0.8445329 0.9034946
aou + silicate N_Pacific (-Inf,26] 0.8065983 0.7870901 0.8261065
aou + silicate N_Pacific (26,26.5] 0.6383914 0.6240200 0.6527628
aou + silicate N_Pacific (26.5,26.75] 0.1928139 0.1315919 0.2540360
aou + silicate N_Pacific (26.75,27] -0.0395547 -0.0996204 0.0205110
aou + silicate N_Pacific (27,27.25] 0.4713900 0.4603311 0.4824488
aou + silicate N_Pacific (27.25,27.5] 0.7508187 0.7319111 0.7697263
aou + silicate N_Pacific (27.5,27.75] 0.7620674 0.7463576 0.7777772
aou + silicate N_Pacific (27.75,27.85] 0.8996697 0.8976696 0.9016698
aou + silicate N_Pacific (27.85,27.95] 0.8892241 0.8846843 0.8937639
aou + silicate N_Pacific (27.95,28.05] 0.7558092 0.7383341 0.7732844
aou + silicate N_Pacific (28.05,28.1] 0.7371251 0.7253076 0.7489425
aou + silicate N_Pacific (28.1,28.2] 0.9595035 0.9558909 0.9631162
aou + silicate S_Atlantic (-Inf,26] 0.3583012 0.3423403 0.3742621
aou + silicate S_Atlantic (26,26.5] 0.6673331 0.6458192 0.6888471
aou + silicate S_Atlantic (26.5,26.75] 0.8741185 0.8577727 0.8904643
aou + silicate S_Atlantic (26.75,27] 0.8187381 0.8014171 0.8360592
aou + silicate S_Atlantic (27,27.25] 0.6542690 0.6318894 0.6766486
aou + silicate S_Atlantic (27.25,27.5] 0.3103691 0.2905238 0.3302145
aou + silicate S_Atlantic (27.5,27.75] -0.0328138 -0.0597530 -0.0058746
aou + silicate S_Atlantic (27.75,27.85] 0.5887198 0.5206634 0.6567761
aou + silicate S_Atlantic (27.85,27.95] 0.7083826 0.6439541 0.7728112
aou + silicate S_Atlantic (27.95,28.05] 0.8136196 0.7690278 0.8582115
aou + silicate S_Atlantic (28.05,28.1] 0.8952734 0.8641492 0.9263976
aou + silicate S_Atlantic (28.1,28.15] 0.9356815 0.9158679 0.9554950
aou + silicate S_Atlantic (28.15,28.2] 0.8994509 0.8743991 0.9245028
aou + silicate S_Atlantic (28.2, Inf] 0.4184657 0.3308577 0.5060738
aou + silicate S_Pacific (-Inf,26] 0.8183295 0.8057386 0.8309205
aou + silicate S_Pacific (26,26.5] 0.9492485 0.9474790 0.9510180
aou + silicate S_Pacific (26.5,26.75] 0.9659442 0.9650091 0.9668792
aou + silicate S_Pacific (26.75,27] 0.9537884 0.9508635 0.9567132
aou + silicate S_Pacific (27,27.25] 0.9252842 0.9214216 0.9291468
aou + silicate S_Pacific (27.25,27.5] 0.8755532 0.8646406 0.8864658
aou + silicate S_Pacific (27.5,27.75] 0.8014932 0.7967707 0.8062157
aou + silicate S_Pacific (27.75,27.85] 0.8582715 0.8459176 0.8706255
aou + silicate S_Pacific (27.85,27.95] 0.8933977 0.8795711 0.9072243
aou + silicate S_Pacific (27.95,28.05] 0.9344298 0.9291458 0.9397138
aou + silicate S_Pacific (28.05,28.1] 0.9372795 0.9348825 0.9396764
aou + silicate S_Pacific (28.1,28.2] 0.2709364 0.2494091 0.2924637
aou + silicate S_Pacific (28.2,28.3] 0.3491019 0.3385703 0.3596336
aou + silicate S_Pacific (28.3,28.4] 0.8970947 0.8924404 0.9017489
nitrate + phosphate Indian (-Inf,26] 0.9976636 0.9973838 0.9979434
nitrate + phosphate Indian (26,26.5] 0.9975764 0.9971918 0.9979609
nitrate + phosphate Indian (26.5,26.75] 0.9979525 0.9976888 0.9982162
nitrate + phosphate Indian (26.75,27] 0.9963533 0.9956134 0.9970932
nitrate + phosphate Indian (27,27.25] 0.9921344 0.9894658 0.9948030
nitrate + phosphate Indian (27.25,27.5] 0.9828603 0.9777771 0.9879436
nitrate + phosphate Indian (27.5,27.75] 0.9454278 0.9328711 0.9579845
nitrate + phosphate Indian (27.75,27.85] 0.9171153 0.9028462 0.9313843
nitrate + phosphate Indian (27.85,27.95] 0.9528886 0.9455051 0.9602722
nitrate + phosphate Indian (27.95,28.05] 0.9780209 0.9737699 0.9822720
nitrate + phosphate Indian (28.05,28.1] 0.9807392 0.9749481 0.9865303
nitrate + phosphate Indian (28.1,28.2] 0.9476512 0.9374917 0.9578107
nitrate + phosphate Indian (28.2,28.3] 0.7005098 0.6612669 0.7397526
nitrate + phosphate Indian (28.3,28.4] 0.6985022 0.6931190 0.7038854
nitrate + phosphate N_Atlantic (-Inf,26] 0.9792532 0.9748100 0.9836965
nitrate + phosphate N_Atlantic (26,26.5] 0.9841500 0.9823497 0.9859503
nitrate + phosphate N_Atlantic (26.5,26.75] 0.9915295 0.9911552 0.9919039
nitrate + phosphate N_Atlantic (26.75,27] 0.9946496 0.9945560 0.9947433
nitrate + phosphate N_Atlantic (27,27.25] 0.9934681 0.9918253 0.9951108
nitrate + phosphate N_Atlantic (27.25,27.5] 0.9932052 0.9916823 0.9947280
nitrate + phosphate N_Atlantic (27.5,27.75] 0.9873982 0.9821822 0.9926142
nitrate + phosphate N_Atlantic (27.75,27.85] 0.9667440 0.9565572 0.9769309
nitrate + phosphate N_Atlantic (27.85,27.95] 0.9347430 0.9197412 0.9497447
nitrate + phosphate N_Atlantic (27.95,28.05] 0.9263412 0.8993095 0.9533730
nitrate + phosphate N_Atlantic (28.05,28.1] 0.9722061 0.9655465 0.9788657
nitrate + phosphate N_Atlantic (28.1,28.15] 0.9855081 0.9819176 0.9890986
nitrate + phosphate N_Atlantic (28.15,28.2] 0.3376666 0.2021791 0.4731540
nitrate + phosphate N_Atlantic (28.2, Inf] 0.6905455 0.6280055 0.7530855
nitrate + phosphate N_Pacific (-Inf,26] 0.9832107 0.9810447 0.9853767
nitrate + phosphate N_Pacific (26,26.5] 0.9458936 0.9379063 0.9538809
nitrate + phosphate N_Pacific (26.5,26.75] 0.8858079 0.8740153 0.8976005
nitrate + phosphate N_Pacific (26.75,27] 0.8923267 0.8740971 0.9105563
nitrate + phosphate N_Pacific (27,27.25] 0.9250159 0.9181616 0.9318702
nitrate + phosphate N_Pacific (27.25,27.5] 0.9595194 0.9575510 0.9614878
nitrate + phosphate N_Pacific (27.5,27.75] 0.9693683 0.9692824 0.9694543
nitrate + phosphate N_Pacific (27.75,27.85] 0.9697451 0.9670481 0.9724420
nitrate + phosphate N_Pacific (27.85,27.95] 0.9612769 0.9533828 0.9691710
nitrate + phosphate N_Pacific (27.95,28.05] 0.8895651 0.8641216 0.9150086
nitrate + phosphate N_Pacific (28.05,28.1] 0.8704232 0.8433176 0.8975288
nitrate + phosphate N_Pacific (28.1,28.2] 0.9036604 0.9007664 0.9065544
nitrate + phosphate S_Atlantic (-Inf,26] 0.7159495 0.7070778 0.7248211
nitrate + phosphate S_Atlantic (26,26.5] 0.9863702 0.9851439 0.9875965
nitrate + phosphate S_Atlantic (26.5,26.75] 0.9882073 0.9866048 0.9898098
nitrate + phosphate S_Atlantic (26.75,27] 0.9918703 0.9910488 0.9926917
nitrate + phosphate S_Atlantic (27,27.25] 0.9840303 0.9830685 0.9849920
nitrate + phosphate S_Atlantic (27.25,27.5] 0.9686918 0.9672068 0.9701769
nitrate + phosphate S_Atlantic (27.5,27.75] 0.8822666 0.8602165 0.9043167
nitrate + phosphate S_Atlantic (27.75,27.85] 0.9863764 0.9844281 0.9883247
nitrate + phosphate S_Atlantic (27.85,27.95] 0.9929661 0.9918678 0.9940643
nitrate + phosphate S_Atlantic (27.95,28.05] 0.9928256 0.9916344 0.9940167
nitrate + phosphate S_Atlantic (28.05,28.1] 0.9937930 0.9932343 0.9943517
nitrate + phosphate S_Atlantic (28.1,28.15] 0.9954075 0.9950311 0.9957839
nitrate + phosphate S_Atlantic (28.15,28.2] 0.9729787 0.9664675 0.9794898
nitrate + phosphate S_Atlantic (28.2, Inf] 0.8484683 0.7773409 0.9195957
nitrate + phosphate S_Pacific (-Inf,26] 0.9595629 0.9572445 0.9618814
nitrate + phosphate S_Pacific (26,26.5] 0.9443482 0.9427838 0.9459126
nitrate + phosphate S_Pacific (26.5,26.75] 0.9512992 0.9500793 0.9525191
nitrate + phosphate S_Pacific (26.75,27] 0.9862075 0.9843970 0.9880180
nitrate + phosphate S_Pacific (27,27.25] 0.9940098 0.9930136 0.9950060
nitrate + phosphate S_Pacific (27.25,27.5] 0.9945948 0.9936257 0.9955640
nitrate + phosphate S_Pacific (27.5,27.75] 0.9890245 0.9875914 0.9904577
nitrate + phosphate S_Pacific (27.75,27.85] 0.9821218 0.9793601 0.9848835
nitrate + phosphate S_Pacific (27.85,27.95] 0.9786793 0.9747802 0.9825783
nitrate + phosphate S_Pacific (27.95,28.05] 0.9771579 0.9735547 0.9807611
nitrate + phosphate S_Pacific (28.05,28.1] 0.9684093 0.9649704 0.9718483
nitrate + phosphate S_Pacific (28.1,28.2] 0.8306511 0.8094941 0.8518080
nitrate + phosphate S_Pacific (28.2,28.3] 0.5053171 0.4680391 0.5425952
nitrate + phosphate S_Pacific (28.3,28.4] 0.5902032 0.5585262 0.6218802
nitrate + phosphate_star Indian (-Inf,26] 0.9643623 0.9637520 0.9649726
nitrate + phosphate_star Indian (26,26.5] 0.9529554 0.9517545 0.9541563
nitrate + phosphate_star Indian (26.5,26.75] 0.8293144 0.8281890 0.8304398
nitrate + phosphate_star Indian (26.75,27] 0.4780363 0.4644868 0.4915859
nitrate + phosphate_star Indian (27,27.25] -0.1205067 -0.1503046 -0.0907088
nitrate + phosphate_star Indian (27.25,27.5] -0.5321621 -0.5457895 -0.5185348
nitrate + phosphate_star Indian (27.5,27.75] -0.6853915 -0.6961100 -0.6746730
nitrate + phosphate_star Indian (27.75,27.85] -0.3064018 -0.3070199 -0.3057836
nitrate + phosphate_star Indian (27.85,27.95] -0.0639198 -0.0714043 -0.0564352
nitrate + phosphate_star Indian (27.95,28.05] 0.2307212 0.1947620 0.2666805
nitrate + phosphate_star Indian (28.05,28.1] 0.3858851 0.3465407 0.4252295
nitrate + phosphate_star Indian (28.1,28.2] 0.2305988 0.2036486 0.2575489
nitrate + phosphate_star Indian (28.2,28.3] -0.0280658 -0.0813269 0.0251954
nitrate + phosphate_star Indian (28.3,28.4] -0.0273534 -0.0455210 -0.0091858
nitrate + phosphate_star N_Atlantic (-Inf,26] 0.2016932 0.1213519 0.2820346
nitrate + phosphate_star N_Atlantic (26,26.5] 0.7278723 0.7065479 0.7491967
nitrate + phosphate_star N_Atlantic (26.5,26.75] 0.8628655 0.8516272 0.8741038
nitrate + phosphate_star N_Atlantic (26.75,27] 0.8741896 0.8502506 0.8981287
nitrate + phosphate_star N_Atlantic (27,27.25] 0.8431471 0.8392144 0.8470797
nitrate + phosphate_star N_Atlantic (27.25,27.5] 0.8250470 0.8105392 0.8395548
nitrate + phosphate_star N_Atlantic (27.5,27.75] 0.7106553 0.6844176 0.7368931
nitrate + phosphate_star N_Atlantic (27.75,27.85] 0.2658551 0.2201801 0.3115301
nitrate + phosphate_star N_Atlantic (27.85,27.95] 0.0330704 0.0071170 0.0590238
nitrate + phosphate_star N_Atlantic (27.95,28.05] 0.6424607 0.5413391 0.7435824
nitrate + phosphate_star N_Atlantic (28.05,28.1] 0.8789896 0.8550491 0.9029302
nitrate + phosphate_star N_Atlantic (28.1,28.15] 0.9556255 0.9510152 0.9602359
nitrate + phosphate_star N_Atlantic (28.15,28.2] 0.0088961 -0.0092645 0.0270566
nitrate + phosphate_star N_Atlantic (28.2, Inf] 0.2449799 0.0861927 0.4037672
nitrate + phosphate_star N_Pacific (-Inf,26] 0.9033796 0.8816032 0.9251560
nitrate + phosphate_star N_Pacific (26,26.5] 0.6578985 0.6552396 0.6605575
nitrate + phosphate_star N_Pacific (26.5,26.75] 0.1053250 0.0837395 0.1269106
nitrate + phosphate_star N_Pacific (26.75,27] 0.1419337 0.1306903 0.1531771
nitrate + phosphate_star N_Pacific (27,27.25] 0.6267589 0.5816404 0.6718775
nitrate + phosphate_star N_Pacific (27.25,27.5] 0.7060632 0.6732339 0.7388925
nitrate + phosphate_star N_Pacific (27.5,27.75] -0.0468204 -0.0516983 -0.0419425
nitrate + phosphate_star N_Pacific (27.75,27.85] -0.4800205 -0.4913314 -0.4687095
nitrate + phosphate_star N_Pacific (27.85,27.95] -0.5208156 -0.5510933 -0.4905379
nitrate + phosphate_star N_Pacific (27.95,28.05] -0.3358040 -0.3420988 -0.3295091
nitrate + phosphate_star N_Pacific (28.05,28.1] -0.2059581 -0.2134576 -0.1984585
nitrate + phosphate_star N_Pacific (28.1,28.2] -0.1462992 -0.1862101 -0.1063884
nitrate + phosphate_star S_Atlantic (-Inf,26] 0.3041709 0.1975798 0.4107621
nitrate + phosphate_star S_Atlantic (26,26.5] 0.8261703 0.8163649 0.8359756
nitrate + phosphate_star S_Atlantic (26.5,26.75] 0.5171049 0.4884149 0.5457950
nitrate + phosphate_star S_Atlantic (26.75,27] -0.0351407 -0.0508015 -0.0194798
nitrate + phosphate_star S_Atlantic (27,27.25] -0.3062806 -0.3278066 -0.2847546
nitrate + phosphate_star S_Atlantic (27.25,27.5] -0.4337600 -0.4538491 -0.4136708
nitrate + phosphate_star S_Atlantic (27.5,27.75] 0.3181780 0.2330674 0.4032886
nitrate + phosphate_star S_Atlantic (27.75,27.85] 0.8662964 0.8447208 0.8878719
nitrate + phosphate_star S_Atlantic (27.85,27.95] 0.8385288 0.8121112 0.8649464
nitrate + phosphate_star S_Atlantic (27.95,28.05] 0.8649913 0.8447001 0.8852826
nitrate + phosphate_star S_Atlantic (28.05,28.1] 0.9110752 0.8965477 0.9256028
nitrate + phosphate_star S_Atlantic (28.1,28.15] 0.9433050 0.9244164 0.9621936
nitrate + phosphate_star S_Atlantic (28.15,28.2] 0.7963064 0.6890933 0.9035196
nitrate + phosphate_star S_Atlantic (28.2, Inf] 0.2308165 -0.0163916 0.4780246
nitrate + phosphate_star S_Pacific (-Inf,26] 0.6996078 0.6890579 0.7101577
nitrate + phosphate_star S_Pacific (26,26.5] 0.8339522 0.8269544 0.8409500
nitrate + phosphate_star S_Pacific (26.5,26.75] 0.7674043 0.7572206 0.7775880
nitrate + phosphate_star S_Pacific (26.75,27] 0.5311455 0.5237037 0.5385873
nitrate + phosphate_star S_Pacific (27,27.25] 0.0899631 0.0533597 0.1265665
nitrate + phosphate_star S_Pacific (27.25,27.5] -0.1296772 -0.1575582 -0.1017962
nitrate + phosphate_star S_Pacific (27.5,27.75] -0.1185492 -0.1289655 -0.1081328
nitrate + phosphate_star S_Pacific (27.75,27.85] -0.0262572 -0.0365261 -0.0159883
nitrate + phosphate_star S_Pacific (27.85,27.95] 0.2216076 0.1856292 0.2575859
nitrate + phosphate_star S_Pacific (27.95,28.05] 0.6169833 0.6103610 0.6236056
nitrate + phosphate_star S_Pacific (28.05,28.1] 0.6825488 0.6700382 0.6950594
nitrate + phosphate_star S_Pacific (28.1,28.2] 0.2563309 0.2262334 0.2864284
nitrate + phosphate_star S_Pacific (28.2,28.3] 0.2532455 0.2080792 0.2984119
nitrate + phosphate_star S_Pacific (28.3,28.4] -0.1548074 -0.2071915 -0.1024233
nitrate + silicate Indian (-Inf,26] 0.9581405 0.9528636 0.9634174
nitrate + silicate Indian (26,26.5] 0.9585729 0.9562187 0.9609271
nitrate + silicate Indian (26.5,26.75] 0.9626534 0.9616579 0.9636490
nitrate + silicate Indian (26.75,27] 0.9344787 0.9329840 0.9359735
nitrate + silicate Indian (27,27.25] 0.9362430 0.9359301 0.9365559
nitrate + silicate Indian (27.25,27.5] 0.9371150 0.9355038 0.9387262
nitrate + silicate Indian (27.5,27.75] 0.8762128 0.8645811 0.8878444
nitrate + silicate Indian (27.75,27.85] 0.7741934 0.7563756 0.7920111
nitrate + silicate Indian (27.85,27.95] 0.8236305 0.8220336 0.8252275
nitrate + silicate Indian (27.95,28.05] 0.8666072 0.8540440 0.8791705
nitrate + silicate Indian (28.05,28.1] 0.9015221 0.8947815 0.9082627
nitrate + silicate Indian (28.1,28.2] 0.8284445 0.8198310 0.8370579
nitrate + silicate Indian (28.2,28.3] 0.5724993 0.5602476 0.5847509
nitrate + silicate Indian (28.3,28.4] 0.7416863 0.7220443 0.7613283
nitrate + silicate N_Atlantic (-Inf,26] 0.8637733 0.8440256 0.8835209
nitrate + silicate N_Atlantic (26,26.5] 0.8833194 0.8798516 0.8867872
nitrate + silicate N_Atlantic (26.5,26.75] 0.8751998 0.8678421 0.8825574
nitrate + silicate N_Atlantic (26.75,27] 0.9537181 0.9409920 0.9664442
nitrate + silicate N_Atlantic (27,27.25] 0.9587038 0.9548117 0.9625959
nitrate + silicate N_Atlantic (27.25,27.5] 0.9684675 0.9667527 0.9701823
nitrate + silicate N_Atlantic (27.5,27.75] 0.9715972 0.9677114 0.9754831
nitrate + silicate N_Atlantic (27.75,27.85] 0.9493731 0.9436060 0.9551401
nitrate + silicate N_Atlantic (27.85,27.95] 0.9237108 0.9160634 0.9313582
nitrate + silicate N_Atlantic (27.95,28.05] 0.8976907 0.8837792 0.9116021
nitrate + silicate N_Atlantic (28.05,28.1] 0.9763142 0.9744559 0.9781724
nitrate + silicate N_Atlantic (28.1,28.15] 0.9849595 0.9834122 0.9865068
nitrate + silicate N_Atlantic (28.15,28.2] 0.4908522 0.4084348 0.5732697
nitrate + silicate N_Atlantic (28.2, Inf] 0.8445501 0.8335846 0.8555157
nitrate + silicate N_Pacific (-Inf,26] 0.9485097 0.9446695 0.9523500
nitrate + silicate N_Pacific (26,26.5] 0.7612316 0.7440371 0.7784260
nitrate + silicate N_Pacific (26.5,26.75] 0.4265709 0.3603478 0.4927939
nitrate + silicate N_Pacific (26.75,27] 0.3519716 0.2956903 0.4082528
nitrate + silicate N_Pacific (27,27.25] 0.6694054 0.6570232 0.6817875
nitrate + silicate N_Pacific (27.25,27.5] 0.6963054 0.6760450 0.7165658
nitrate + silicate N_Pacific (27.5,27.75] 0.6747511 0.6497124 0.6997898
nitrate + silicate N_Pacific (27.75,27.85] 0.8359911 0.8352848 0.8366974
nitrate + silicate N_Pacific (27.85,27.95] 0.8285185 0.8142796 0.8427574
nitrate + silicate N_Pacific (27.95,28.05] 0.5968992 0.5381468 0.6556516
nitrate + silicate N_Pacific (28.05,28.1] 0.6638311 0.6388066 0.6888555
nitrate + silicate N_Pacific (28.1,28.2] 0.9380070 0.9356114 0.9404025
nitrate + silicate S_Atlantic (-Inf,26] 0.4181037 0.4079207 0.4282867
nitrate + silicate S_Atlantic (26,26.5] 0.7915751 0.7703342 0.8128160
nitrate + silicate S_Atlantic (26.5,26.75] 0.9164104 0.9003467 0.9324742
nitrate + silicate S_Atlantic (26.75,27] 0.8419705 0.8214023 0.8625387
nitrate + silicate S_Atlantic (27,27.25] 0.7436506 0.7286643 0.7586370
nitrate + silicate S_Atlantic (27.25,27.5] 0.4831530 0.4697952 0.4965108
nitrate + silicate S_Atlantic (27.5,27.75] 0.4115633 0.3749214 0.4482051
nitrate + silicate S_Atlantic (27.75,27.85] 0.9249869 0.9128143 0.9371595
nitrate + silicate S_Atlantic (27.85,27.95] 0.9584207 0.9550609 0.9617804
nitrate + silicate S_Atlantic (27.95,28.05] 0.9759819 0.9731948 0.9787689
nitrate + silicate S_Atlantic (28.05,28.1] 0.9860564 0.9839145 0.9881982
nitrate + silicate S_Atlantic (28.1,28.15] 0.9842409 0.9815685 0.9869134
nitrate + silicate S_Atlantic (28.15,28.2] 0.9044326 0.8729643 0.9359008
nitrate + silicate S_Atlantic (28.2, Inf] 0.7205274 0.6888828 0.7521721
nitrate + silicate S_Pacific (-Inf,26] 0.8585596 0.8519670 0.8651522
nitrate + silicate S_Pacific (26,26.5] 0.8835340 0.8682730 0.8987951
nitrate + silicate S_Pacific (26.5,26.75] 0.9274444 0.9226625 0.9322264
nitrate + silicate S_Pacific (26.75,27] 0.9329695 0.9259563 0.9399826
nitrate + silicate S_Pacific (27,27.25] 0.9253433 0.9218340 0.9288526
nitrate + silicate S_Pacific (27.25,27.5] 0.8447062 0.8324075 0.8570049
nitrate + silicate S_Pacific (27.5,27.75] 0.6979678 0.6944931 0.7014426
nitrate + silicate S_Pacific (27.75,27.85] 0.7756003 0.7654981 0.7857024
nitrate + silicate S_Pacific (27.85,27.95] 0.8782161 0.8667615 0.8896706
nitrate + silicate S_Pacific (27.95,28.05] 0.9416027 0.9373357 0.9458697
nitrate + silicate S_Pacific (28.05,28.1] 0.9551134 0.9524251 0.9578016
nitrate + silicate S_Pacific (28.1,28.2] 0.5974436 0.5884337 0.6064536
nitrate + silicate S_Pacific (28.2,28.3] 0.4511455 0.3866542 0.5156369
nitrate + silicate S_Pacific (28.3,28.4] 0.5912725 0.5754707 0.6070742
phosphate + phosphate_star Indian (-Inf,26] 0.9666901 0.9655666 0.9678135
phosphate + phosphate_star Indian (26,26.5] 0.9535787 0.9510555 0.9561020
phosphate + phosphate_star Indian (26.5,26.75] 0.8217563 0.8216846 0.8218280
phosphate + phosphate_star Indian (26.75,27] 0.4510828 0.4408592 0.4613063
phosphate + phosphate_star Indian (27,27.25] -0.1475471 -0.1796672 -0.1154270
phosphate + phosphate_star Indian (27.25,27.5] -0.5689226 -0.5829983 -0.5548470
phosphate + phosphate_star Indian (27.5,27.75] -0.7353710 -0.7522696 -0.7184724
phosphate + phosphate_star Indian (27.75,27.85] -0.4002776 -0.4067337 -0.3938214
phosphate + phosphate_star Indian (27.85,27.95] -0.0787054 -0.0799089 -0.0775019
phosphate + phosphate_star Indian (27.95,28.05] 0.2289256 0.1983511 0.2595001
phosphate + phosphate_star Indian (28.05,28.1] 0.3865869 0.3478570 0.4253168
phosphate + phosphate_star Indian (28.1,28.2] 0.2984281 0.2689797 0.3278765
phosphate + phosphate_star Indian (28.2,28.3] 0.1862079 0.1205745 0.2518412
phosphate + phosphate_star Indian (28.3,28.4] 0.0851021 0.0548401 0.1153641
phosphate + phosphate_star N_Atlantic (-Inf,26] 0.3394936 0.2580571 0.4209300
phosphate + phosphate_star N_Atlantic (26,26.5] 0.7974546 0.7785834 0.8163258
phosphate + phosphate_star N_Atlantic (26.5,26.75] 0.9079536 0.8986206 0.9172867
phosphate + phosphate_star N_Atlantic (26.75,27] 0.9075971 0.8876073 0.9275869
phosphate + phosphate_star N_Atlantic (27,27.25] 0.8769782 0.8744454 0.8795110
phosphate + phosphate_star N_Atlantic (27.25,27.5] 0.8651946 0.8523263 0.8780629
phosphate + phosphate_star N_Atlantic (27.5,27.75] 0.7699717 0.7547520 0.7851913
phosphate + phosphate_star N_Atlantic (27.75,27.85] 0.3914082 0.3772373 0.4055792
phosphate + phosphate_star N_Atlantic (27.85,27.95] 0.2194193 0.1519654 0.2868733
phosphate + phosphate_star N_Atlantic (27.95,28.05] 0.8045790 0.7604436 0.8487143
phosphate + phosphate_star N_Atlantic (28.05,28.1] 0.9465098 0.9390067 0.9540130
phosphate + phosphate_star N_Atlantic (28.1,28.15] 0.9805249 0.9802111 0.9808386
phosphate + phosphate_star N_Atlantic (28.15,28.2] 0.6826881 0.6145349 0.7508413
phosphate + phosphate_star N_Atlantic (28.2, Inf] 0.6728156 0.6043689 0.7412624
phosphate + phosphate_star N_Pacific (-Inf,26] 0.8990204 0.8880218 0.9100190
phosphate + phosphate_star N_Pacific (26,26.5] 0.7078789 0.7021609 0.7135969
phosphate + phosphate_star N_Pacific (26.5,26.75] 0.1766771 0.1528938 0.2004603
phosphate + phosphate_star N_Pacific (26.75,27] 0.2313725 0.2246850 0.2380599
phosphate + phosphate_star N_Pacific (27,27.25] 0.6425883 0.6183949 0.6667816
phosphate + phosphate_star N_Pacific (27.25,27.5] 0.7501837 0.7324854 0.7678821
phosphate + phosphate_star N_Pacific (27.5,27.75] 0.0665031 0.0637786 0.0692276
phosphate + phosphate_star N_Pacific (27.75,27.85] -0.3368059 -0.3462596 -0.3273522
phosphate + phosphate_star N_Pacific (27.85,27.95] -0.3577117 -0.4085228 -0.3069006
phosphate + phosphate_star N_Pacific (27.95,28.05] 0.0244011 -0.0220291 0.0708312
phosphate + phosphate_star N_Pacific (28.05,28.1] 0.1839666 0.1545229 0.2134102
phosphate + phosphate_star N_Pacific (28.1,28.2] 0.2089728 0.1792676 0.2386781
phosphate + phosphate_star S_Atlantic (-Inf,26] 0.7648161 0.6798126 0.8498197
phosphate + phosphate_star S_Atlantic (26,26.5] 0.8746004 0.8555290 0.8936717
phosphate + phosphate_star S_Atlantic (26.5,26.75] 0.5861922 0.5654096 0.6069748
phosphate + phosphate_star S_Atlantic (26.75,27] 0.0294341 0.0154558 0.0434124
phosphate + phosphate_star S_Atlantic (27,27.25] -0.2429675 -0.2603267 -0.2256083
phosphate + phosphate_star S_Atlantic (27.25,27.5] -0.3451757 -0.3613336 -0.3290178
phosphate + phosphate_star S_Atlantic (27.5,27.75] 0.4455295 0.3656248 0.5254343
phosphate + phosphate_star S_Atlantic (27.75,27.85] 0.8912548 0.8723826 0.9101270
phosphate + phosphate_star S_Atlantic (27.85,27.95] 0.8570854 0.8315725 0.8825983
phosphate + phosphate_star S_Atlantic (27.95,28.05] 0.8848704 0.8675774 0.9021634
phosphate + phosphate_star S_Atlantic (28.05,28.1] 0.9261799 0.9130697 0.9392901
phosphate + phosphate_star S_Atlantic (28.1,28.15] 0.9543987 0.9373496 0.9714479
phosphate + phosphate_star S_Atlantic (28.15,28.2] 0.8402997 0.7418820 0.9387174
phosphate + phosphate_star S_Atlantic (28.2, Inf] 0.3625654 0.1660831 0.5590478
phosphate + phosphate_star S_Pacific (-Inf,26] 0.7529254 0.7277215 0.7781293
phosphate + phosphate_star S_Pacific (26,26.5] 0.8800022 0.8684776 0.8915267
phosphate + phosphate_star S_Pacific (26.5,26.75] 0.8337810 0.8247504 0.8428116
phosphate + phosphate_star S_Pacific (26.75,27] 0.5469672 0.5359009 0.5580336
phosphate + phosphate_star S_Pacific (27,27.25] 0.1079202 0.0867103 0.1291300
phosphate + phosphate_star S_Pacific (27.25,27.5] -0.1167611 -0.1281213 -0.1054009
phosphate + phosphate_star S_Pacific (27.5,27.75] -0.1117040 -0.1342303 -0.0891778
phosphate + phosphate_star S_Pacific (27.75,27.85] 0.0160698 -0.0013723 0.0335119
phosphate + phosphate_star S_Pacific (27.85,27.95] 0.2906478 0.2560997 0.3251959
phosphate + phosphate_star S_Pacific (27.95,28.05] 0.6828790 0.6725173 0.6932407
phosphate + phosphate_star S_Pacific (28.05,28.1] 0.7696774 0.7516254 0.7877294
phosphate + phosphate_star S_Pacific (28.1,28.2] 0.5018772 0.4909929 0.5127614
phosphate + phosphate_star S_Pacific (28.2,28.3] 0.5681994 0.5664470 0.5699518
phosphate + phosphate_star S_Pacific (28.3,28.4] 0.1982928 0.1972073 0.1993782
sal + aou Indian (-Inf,26] -0.8268761 -0.8380649 -0.8156872
sal + aou Indian (26,26.5] -0.8236483 -0.8272180 -0.8200786
sal + aou Indian (26.5,26.75] -0.4717232 -0.4760008 -0.4674456
sal + aou Indian (26.75,27] 0.3335761 0.3187293 0.3484228
sal + aou Indian (27,27.25] 0.8798705 0.8785380 0.8812029
sal + aou Indian (27.25,27.5] 0.9686863 0.9655191 0.9718535
sal + aou Indian (27.5,27.75] 0.9679754 0.9658394 0.9701114
sal + aou Indian (27.75,27.85] 0.9144836 0.9140957 0.9148715
sal + aou Indian (27.85,27.95] 0.8256564 0.8206885 0.8306243
sal + aou Indian (27.95,28.05] 0.6390027 0.6142023 0.6638031
sal + aou Indian (28.05,28.1] 0.4592307 0.4200088 0.4984525
sal + aou Indian (28.1,28.2] 0.5038047 0.4673230 0.5402865
sal + aou Indian (28.2,28.3] 0.8228167 0.8114644 0.8341691
sal + aou Indian (28.3,28.4] 0.7126584 0.7124070 0.7129097
sal + aou N_Atlantic (-Inf,26] 0.0631339 -0.1157272 0.2419951
sal + aou N_Atlantic (26,26.5] -0.4346125 -0.4715305 -0.3976945
sal + aou N_Atlantic (26.5,26.75] -0.6936702 -0.7129849 -0.6743555
sal + aou N_Atlantic (26.75,27] -0.7507336 -0.8074584 -0.6940088
sal + aou N_Atlantic (27,27.25] -0.7071730 -0.7259598 -0.6883862
sal + aou N_Atlantic (27.25,27.5] -0.5396241 -0.5674520 -0.5117961
sal + aou N_Atlantic (27.5,27.75] -0.1404977 -0.1908446 -0.0901508
sal + aou N_Atlantic (27.75,27.85] 0.3624229 0.3312018 0.3936440
sal + aou N_Atlantic (27.85,27.95] 0.6659524 0.6339263 0.6979785
sal + aou N_Atlantic (27.95,28.05] 0.6276431 0.5790752 0.6762110
sal + aou N_Atlantic (28.05,28.1] -0.1511568 -0.2410700 -0.0612436
sal + aou N_Atlantic (28.1,28.15] -0.7250028 -0.7564533 -0.6935523
sal + aou N_Atlantic (28.15,28.2] -0.0413501 -0.1505847 0.0678844
sal + aou N_Atlantic (28.2, Inf] 0.3656182 0.2689875 0.4622490
sal + aou N_Pacific (-Inf,26] -0.3473135 -0.4351501 -0.2594769
sal + aou N_Pacific (26,26.5] 0.3896367 0.3344866 0.4447867
sal + aou N_Pacific (26.5,26.75] 0.6649104 0.6302368 0.6995841
sal + aou N_Pacific (26.75,27] 0.6162637 0.6156554 0.6168720
sal + aou N_Pacific (27,27.25] -0.0617700 -0.0959056 -0.0276345
sal + aou N_Pacific (27.25,27.5] -0.5770692 -0.5864412 -0.5676973
sal + aou N_Pacific (27.5,27.75] -0.6800765 -0.7138420 -0.6463111
sal + aou N_Pacific (27.75,27.85] -0.8079412 -0.8107927 -0.8050897
sal + aou N_Pacific (27.85,27.95] -0.7889137 -0.7925903 -0.7852372
sal + aou N_Pacific (27.95,28.05] -0.8085730 -0.8213534 -0.7957927
sal + aou N_Pacific (28.05,28.1] -0.8216367 -0.8319192 -0.8113543
sal + aou N_Pacific (28.1,28.2] -0.9404578 -0.9427300 -0.9381856
sal + aou S_Atlantic (-Inf,26] -0.0768068 -0.2276735 0.0740600
sal + aou S_Atlantic (26,26.5] -0.3744296 -0.4589570 -0.2899022
sal + aou S_Atlantic (26.5,26.75] 0.1108067 0.0713451 0.1502683
sal + aou S_Atlantic (26.75,27] 0.5645827 0.5629450 0.5662204
sal + aou S_Atlantic (27,27.25] 0.8217713 0.8066174 0.8369253
sal + aou S_Atlantic (27.25,27.5] 0.9273225 0.9215760 0.9330690
sal + aou S_Atlantic (27.5,27.75] 0.7569366 0.7146611 0.7992121
sal + aou S_Atlantic (27.75,27.85] -0.3827483 -0.4762677 -0.2892288
sal + aou S_Atlantic (27.85,27.95] -0.4455936 -0.5611570 -0.3300301
sal + aou S_Atlantic (27.95,28.05] -0.4787706 -0.5822473 -0.3752939
sal + aou S_Atlantic (28.05,28.1] -0.5833765 -0.6787675 -0.4879855
sal + aou S_Atlantic (28.1,28.15] -0.7100200 -0.8170446 -0.6029954
sal + aou S_Atlantic (28.15,28.2] -0.3813239 -0.6981088 -0.0645391
sal + aou S_Atlantic (28.2, Inf] 0.6321550 0.5144415 0.7498685
sal + aou S_Pacific (-Inf,26] -0.0039249 -0.0390321 0.0311823
sal + aou S_Pacific (26,26.5] -0.1985867 -0.2118075 -0.1853658
sal + aou S_Pacific (26.5,26.75] -0.1791138 -0.2217018 -0.1365259
sal + aou S_Pacific (26.75,27] 0.2961405 0.2624281 0.3298528
sal + aou S_Pacific (27,27.25] 0.7634327 0.7490969 0.7777686
sal + aou S_Pacific (27.25,27.5] 0.8908381 0.8889197 0.8927566
sal + aou S_Pacific (27.5,27.75] 0.8277102 0.8235493 0.8318712
sal + aou S_Pacific (27.75,27.85] 0.7012568 0.6992015 0.7033120
sal + aou S_Pacific (27.85,27.95] 0.4049738 0.3535757 0.4563719
sal + aou S_Pacific (27.95,28.05] -0.2256726 -0.2534931 -0.1978521
sal + aou S_Pacific (28.05,28.1] -0.4620245 -0.4681272 -0.4559217
sal + aou S_Pacific (28.1,28.2] 0.0778774 0.0574901 0.0982647
sal + aou S_Pacific (28.2,28.3] 0.8829744 0.8811329 0.8848158
sal + aou S_Pacific (28.3,28.4] 0.9022766 0.8712229 0.9333303
sal + nitrate Indian (-Inf,26] -0.8564798 -0.8688952 -0.8440643
sal + nitrate Indian (26,26.5] -0.8806358 -0.8842900 -0.8769816
sal + nitrate Indian (26.5,26.75] -0.6200134 -0.6317515 -0.6082754
sal + nitrate Indian (26.75,27] -0.0104134 -0.0401218 0.0192951
sal + nitrate Indian (27,27.25] 0.5599660 0.5111254 0.6088065
sal + nitrate Indian (27.25,27.5] 0.8051026 0.8007979 0.8094073
sal + nitrate Indian (27.5,27.75] 0.8266410 0.8213262 0.8319557
sal + nitrate Indian (27.75,27.85] 0.5524439 0.5472922 0.5575955
sal + nitrate Indian (27.85,27.95] 0.3704142 0.3579436 0.3828849
sal + nitrate Indian (27.95,28.05] -0.0106580 -0.0215947 0.0002787
sal + nitrate Indian (28.05,28.1] -0.2047464 -0.2237542 -0.1857387
sal + nitrate Indian (28.1,28.2] -0.1204248 -0.1300023 -0.1108474
sal + nitrate Indian (28.2,28.3] 0.1867623 0.1547680 0.2187566
sal + nitrate Indian (28.3,28.4] 0.3197836 0.2834574 0.3561098
sal + nitrate N_Atlantic (-Inf,26] -0.1990662 -0.3547795 -0.0433529
sal + nitrate N_Atlantic (26,26.5] -0.6813978 -0.7003242 -0.6624714
sal + nitrate N_Atlantic (26.5,26.75] -0.7967220 -0.8138575 -0.7795864
sal + nitrate N_Atlantic (26.75,27] -0.8413101 -0.8861226 -0.7964975
sal + nitrate N_Atlantic (27,27.25] -0.8028759 -0.8137054 -0.7920464
sal + nitrate N_Atlantic (27.25,27.5] -0.6949378 -0.6986270 -0.6912485
sal + nitrate N_Atlantic (27.5,27.75] -0.3792715 -0.3850082 -0.3735347
sal + nitrate N_Atlantic (27.75,27.85] 0.1367361 0.0825694 0.1909028
sal + nitrate N_Atlantic (27.85,27.95] 0.5276943 0.4705533 0.5848353
sal + nitrate N_Atlantic (27.95,28.05] 0.5517314 0.5389265 0.5645363
sal + nitrate N_Atlantic (28.05,28.1] -0.2080926 -0.3032789 -0.1129064
sal + nitrate N_Atlantic (28.1,28.15] -0.7532592 -0.7964312 -0.7100873
sal + nitrate N_Atlantic (28.15,28.2] -0.0370259 -0.1616315 0.0875796
sal + nitrate N_Atlantic (28.2, Inf] 0.5567751 0.4969786 0.6165716
sal + nitrate N_Pacific (-Inf,26] -0.5833122 -0.6307509 -0.5358735
sal + nitrate N_Pacific (26,26.5] 0.1480062 0.0859786 0.2100337
sal + nitrate N_Pacific (26.5,26.75] 0.3430272 0.2987189 0.3873355
sal + nitrate N_Pacific (26.75,27] 0.1321538 0.1281550 0.1361526
sal + nitrate N_Pacific (27,27.25] -0.4247081 -0.4461313 -0.4032848
sal + nitrate N_Pacific (27.25,27.5] -0.5179107 -0.5347299 -0.5010915
sal + nitrate N_Pacific (27.5,27.75] -0.5164939 -0.5639890 -0.4689988
sal + nitrate N_Pacific (27.75,27.85] -0.7244612 -0.7275268 -0.7213956
sal + nitrate N_Pacific (27.85,27.95] -0.7367479 -0.7417319 -0.7317638
sal + nitrate N_Pacific (27.95,28.05] -0.8042826 -0.8259457 -0.7826195
sal + nitrate N_Pacific (28.05,28.1] -0.7868959 -0.8020006 -0.7717912
sal + nitrate N_Pacific (28.1,28.2] -0.9076607 -0.9079205 -0.9074009
sal + nitrate S_Atlantic (-Inf,26] -0.1990934 -0.3504588 -0.0477281
sal + nitrate S_Atlantic (26,26.5] -0.6402024 -0.7052801 -0.5751247
sal + nitrate S_Atlantic (26.5,26.75] -0.1201905 -0.1456450 -0.0947360
sal + nitrate S_Atlantic (26.75,27] 0.3070973 0.3057809 0.3084136
sal + nitrate S_Atlantic (27,27.25] 0.4898037 0.4594328 0.5201746
sal + nitrate S_Atlantic (27.25,27.5] 0.6993270 0.6778552 0.7207987
sal + nitrate S_Atlantic (27.5,27.75] -0.2793550 -0.3746770 -0.1840331
sal + nitrate S_Atlantic (27.75,27.85] -0.8762125 -0.8973844 -0.8550407
sal + nitrate S_Atlantic (27.85,27.95] -0.8608363 -0.8879962 -0.8336765
sal + nitrate S_Atlantic (27.95,28.05] -0.8614154 -0.8846226 -0.8382081
sal + nitrate S_Atlantic (28.05,28.1] -0.8978339 -0.9129757 -0.8826922
sal + nitrate S_Atlantic (28.1,28.15] -0.9268625 -0.9494465 -0.9042785
sal + nitrate S_Atlantic (28.15,28.2] -0.7404315 -0.8567566 -0.6241064
sal + nitrate S_Atlantic (28.2, Inf] -0.2145203 -0.5186773 0.0896368
sal + nitrate S_Pacific (-Inf,26] -0.2783198 -0.2783885 -0.2782512
sal + nitrate S_Pacific (26,26.5] -0.3994274 -0.4121175 -0.3867373
sal + nitrate S_Pacific (26.5,26.75] -0.3728894 -0.4211680 -0.3246108
sal + nitrate S_Pacific (26.75,27] 0.0456963 -0.0060439 0.0974366
sal + nitrate S_Pacific (27,27.25] 0.5474414 0.5039605 0.5909224
sal + nitrate S_Pacific (27.25,27.5] 0.7279402 0.7231593 0.7327211
sal + nitrate S_Pacific (27.5,27.75] 0.6311542 0.6255456 0.6367628
sal + nitrate S_Pacific (27.75,27.85] 0.5367712 0.5347902 0.5387522
sal + nitrate S_Pacific (27.85,27.95] 0.2169961 0.1777171 0.2562750
sal + nitrate S_Pacific (27.95,28.05] -0.3939882 -0.4156883 -0.3722880
sal + nitrate S_Pacific (28.05,28.1] -0.6396544 -0.6416067 -0.6377021
sal + nitrate S_Pacific (28.1,28.2] -0.3435172 -0.3533338 -0.3337006
sal + nitrate S_Pacific (28.2,28.3] 0.2810645 0.2327602 0.3293688
sal + nitrate S_Pacific (28.3,28.4] 0.4293139 0.3776965 0.4809313
sal + phosphate Indian (-Inf,26] -0.8435500 -0.8542937 -0.8328062
sal + phosphate Indian (26,26.5] -0.8700951 -0.8703806 -0.8698097
sal + phosphate Indian (26.5,26.75] -0.6058906 -0.6149981 -0.5967831
sal + phosphate Indian (26.75,27] 0.0296863 0.0049243 0.0544482
sal + phosphate Indian (27,27.25] 0.5930680 0.5464531 0.6396829
sal + phosphate Indian (27.25,27.5] 0.8451383 0.8427996 0.8474769
sal + phosphate Indian (27.5,27.75] 0.8925988 0.8907625 0.8944351
sal + phosphate Indian (27.75,27.85] 0.7307484 0.7254797 0.7360172
sal + phosphate Indian (27.85,27.95] 0.4711235 0.4576028 0.4846442
sal + phosphate Indian (27.95,28.05] 0.0254367 0.0233631 0.0275102
sal + phosphate Indian (28.05,28.1] -0.1782024 -0.1867492 -0.1696556
sal + phosphate Indian (28.1,28.2] -0.1280111 -0.1335656 -0.1224567
sal + phosphate Indian (28.2,28.3] 0.1771250 0.1543701 0.1998800
sal + phosphate Indian (28.3,28.4] 0.3926067 0.3238032 0.4614103
sal + phosphate N_Atlantic (-Inf,26] -0.2431976 -0.3923253 -0.0940698
sal + phosphate N_Atlantic (26,26.5] -0.7314572 -0.7478895 -0.7150249
sal + phosphate N_Atlantic (26.5,26.75] -0.8427128 -0.8578158 -0.8276099
sal + phosphate N_Atlantic (26.75,27] -0.8747059 -0.9135357 -0.8358762
sal + phosphate N_Atlantic (27,27.25] -0.8315068 -0.8440373 -0.8189762
sal + phosphate N_Atlantic (27.25,27.5] -0.7354889 -0.7438485 -0.7271292
sal + phosphate N_Atlantic (27.5,27.75] -0.4516999 -0.4530667 -0.4503332
sal + phosphate N_Atlantic (27.75,27.85] 0.0378247 -0.0175676 0.0932171
sal + phosphate N_Atlantic (27.85,27.95] 0.4719857 0.4119841 0.5319874
sal + phosphate N_Atlantic (27.95,28.05] 0.5253683 0.5117010 0.5390355
sal + phosphate N_Atlantic (28.05,28.1] -0.2371746 -0.3293686 -0.1449806
sal + phosphate N_Atlantic (28.1,28.15] -0.7639940 -0.8092296 -0.7187583
sal + phosphate N_Atlantic (28.15,28.2] -0.0945065 -0.1051581 -0.0838549
sal + phosphate N_Atlantic (28.2, Inf] 0.2835055 0.0929564 0.4740546
sal + phosphate N_Pacific (-Inf,26] -0.5664340 -0.5960021 -0.5368660
sal + phosphate N_Pacific (26,26.5] 0.1767516 0.0987993 0.2547040
sal + phosphate N_Pacific (26.5,26.75] 0.3921420 0.3380576 0.4462263
sal + phosphate N_Pacific (26.75,27] 0.1026945 0.0766651 0.1287238
sal + phosphate N_Pacific (27,27.25] -0.3761275 -0.3779549 -0.3743001
sal + phosphate N_Pacific (27.25,27.5] -0.4548086 -0.4871520 -0.4224652
sal + phosphate N_Pacific (27.5,27.75] -0.4974923 -0.5227345 -0.4722501
sal + phosphate N_Pacific (27.75,27.85] -0.7064067 -0.7209913 -0.6918220
sal + phosphate N_Pacific (27.85,27.95] -0.7357580 -0.7411690 -0.7303469
sal + phosphate N_Pacific (27.95,28.05] -0.7850200 -0.7902120 -0.7798280
sal + phosphate N_Pacific (28.05,28.1] -0.7653673 -0.7742641 -0.7564705
sal + phosphate N_Pacific (28.1,28.2] -0.8357211 -0.8618620 -0.8095802
sal + phosphate S_Atlantic (-Inf,26] -0.3491595 -0.3693978 -0.3289212
sal + phosphate S_Atlantic (26,26.5] -0.6885164 -0.7756356 -0.6013973
sal + phosphate S_Atlantic (26.5,26.75] -0.1968003 -0.2118441 -0.1817565
sal + phosphate S_Atlantic (26.75,27] 0.2548862 0.2545134 0.2552590
sal + phosphate S_Atlantic (27,27.25] 0.4463724 0.4203338 0.4724110
sal + phosphate S_Atlantic (27.25,27.5] 0.6656552 0.6490701 0.6822402
sal + phosphate S_Atlantic (27.5,27.75] -0.3443483 -0.4367695 -0.2519272
sal + phosphate S_Atlantic (27.75,27.85] -0.8935672 -0.9101401 -0.8769942
sal + phosphate S_Atlantic (27.85,27.95] -0.8717153 -0.8977714 -0.8456591
sal + phosphate S_Atlantic (27.95,28.05] -0.8748594 -0.8955523 -0.8541665
sal + phosphate S_Atlantic (28.05,28.1] -0.9073040 -0.9211178 -0.8934902
sal + phosphate S_Atlantic (28.1,28.15] -0.9345709 -0.9555691 -0.9135728
sal + phosphate S_Atlantic (28.15,28.2] -0.7691488 -0.8827351 -0.6555626
sal + phosphate S_Atlantic (28.2, Inf] -0.2888769 -0.5733738 -0.0043800
sal + phosphate S_Pacific (-Inf,26] -0.2226178 -0.2286853 -0.2165503
sal + phosphate S_Pacific (26,26.5] -0.4030376 -0.4107847 -0.3952906
sal + phosphate S_Pacific (26.5,26.75] -0.3749040 -0.4215016 -0.3283064
sal + phosphate S_Pacific (26.75,27] 0.0381274 -0.0164859 0.0927407
sal + phosphate S_Pacific (27,27.25] 0.5364400 0.4800406 0.5928394
sal + phosphate S_Pacific (27.25,27.5] 0.7294638 0.7228299 0.7360977
sal + phosphate S_Pacific (27.5,27.75] 0.6448996 0.6329479 0.6568513
sal + phosphate S_Pacific (27.75,27.85] 0.5323647 0.5311855 0.5335438
sal + phosphate S_Pacific (27.85,27.95] 0.2111023 0.1660335 0.2561711
sal + phosphate S_Pacific (27.95,28.05] -0.3908821 -0.4168876 -0.3648766
sal + phosphate S_Pacific (28.05,28.1] -0.6454837 -0.6480726 -0.6428948
sal + phosphate S_Pacific (28.1,28.2] -0.3459877 -0.3502213 -0.3417541
sal + phosphate S_Pacific (28.2,28.3] 0.2920790 0.2014344 0.3827236
sal + phosphate S_Pacific (28.3,28.4] 0.5186192 0.4720491 0.5651893
sal + phosphate_star Indian (-Inf,26] -0.8422204 -0.8633836 -0.8210573
sal + phosphate_star Indian (26,26.5] -0.9444007 -0.9470484 -0.9417531
sal + phosphate_star Indian (26.5,26.75] -0.8950165 -0.9031409 -0.8868920
sal + phosphate_star Indian (26.75,27] -0.8522620 -0.8597289 -0.8447952
sal + phosphate_star Indian (27,27.25] -0.8672123 -0.8815234 -0.8529012
sal + phosphate_star Indian (27.25,27.5] -0.8996444 -0.9006715 -0.8986172
sal + phosphate_star Indian (27.5,27.75] -0.9120602 -0.9166262 -0.9074941
sal + phosphate_star Indian (27.75,27.85] -0.8386862 -0.8491432 -0.8282292
sal + phosphate_star Indian (27.85,27.95] -0.8453292 -0.8537109 -0.8369474
sal + phosphate_star Indian (27.95,28.05] -0.9343824 -0.9475249 -0.9212398
sal + phosphate_star Indian (28.05,28.1] -0.9461105 -0.9588585 -0.9333626
sal + phosphate_star Indian (28.1,28.2] -0.8766184 -0.9007180 -0.8525189
sal + phosphate_star Indian (28.2,28.3] -0.7966044 -0.8191668 -0.7740420
sal + phosphate_star Indian (28.3,28.4] -0.5654362 -0.6011182 -0.5297542
sal + phosphate_star N_Atlantic (-Inf,26] -0.6337604 -0.6854531 -0.5820677
sal + phosphate_star N_Atlantic (26,26.5] -0.9112563 -0.9150319 -0.9074806
sal + phosphate_star N_Atlantic (26.5,26.75] -0.9577700 -0.9623646 -0.9531755
sal + phosphate_star N_Atlantic (26.75,27] -0.9737058 -0.9824874 -0.9649243
sal + phosphate_star N_Atlantic (27,27.25] -0.9461374 -0.9553859 -0.9368889
sal + phosphate_star N_Atlantic (27.25,27.5] -0.9075338 -0.9084580 -0.9066096
sal + phosphate_star N_Atlantic (27.5,27.75] -0.8443480 -0.8601041 -0.8285918
sal + phosphate_star N_Atlantic (27.75,27.85] -0.7534138 -0.8119364 -0.6948912
sal + phosphate_star N_Atlantic (27.85,27.95] -0.5782034 -0.5819468 -0.5744600
sal + phosphate_star N_Atlantic (27.95,28.05] 0.0927577 0.0287523 0.1567631
sal + phosphate_star N_Atlantic (28.05,28.1] -0.3914608 -0.4769313 -0.3059903
sal + phosphate_star N_Atlantic (28.1,28.15] -0.8008416 -0.8534354 -0.7482477
sal + phosphate_star N_Atlantic (28.15,28.2] -0.1014893 -0.1458492 -0.0571294
sal + phosphate_star N_Atlantic (28.2, Inf] -0.2154203 -0.2954879 -0.1353526
sal + phosphate_star N_Pacific (-Inf,26] -0.7667695 -0.7694428 -0.7640963
sal + phosphate_star N_Pacific (26,26.5] -0.4595677 -0.5356071 -0.3835282
sal + phosphate_star N_Pacific (26.5,26.75] -0.7466912 -0.7582996 -0.7350829
sal + phosphate_star N_Pacific (26.75,27] -0.8729071 -0.8745042 -0.8713101
sal + phosphate_star N_Pacific (27,27.25] -0.8557041 -0.8605034 -0.8509048
sal + phosphate_star N_Pacific (27.25,27.5] -0.3183313 -0.3659835 -0.2706792
sal + phosphate_star N_Pacific (27.5,27.75] 0.5885773 0.5588971 0.6182575
sal + phosphate_star N_Pacific (27.75,27.85] 0.6691410 0.6364780 0.7018040
sal + phosphate_star N_Pacific (27.85,27.95] 0.5762290 0.5363655 0.6160925
sal + phosphate_star N_Pacific (27.95,28.05] 0.2248657 0.2162316 0.2334997
sal + phosphate_star N_Pacific (28.05,28.1] 0.1943839 0.1683493 0.2204184
sal + phosphate_star N_Pacific (28.1,28.2] 0.2538889 0.1572977 0.3504801
sal + phosphate_star S_Atlantic (-Inf,26] -0.6760826 -0.8223107 -0.5298545
sal + phosphate_star S_Atlantic (26,26.5] -0.8886772 -0.9109204 -0.8664340
sal + phosphate_star S_Atlantic (26.5,26.75] -0.8284687 -0.8500539 -0.8068836
sal + phosphate_star S_Atlantic (26.75,27] -0.9251426 -0.9347620 -0.9155231
sal + phosphate_star S_Atlantic (27,27.25] -0.9599646 -0.9618989 -0.9580303
sal + phosphate_star S_Atlantic (27.25,27.5] -0.8982179 -0.8994393 -0.8969965
sal + phosphate_star S_Atlantic (27.5,27.75] -0.9216421 -0.9219654 -0.9213188
sal + phosphate_star S_Atlantic (27.75,27.85] -0.9754632 -0.9757782 -0.9751481
sal + phosphate_star S_Atlantic (27.85,27.95] -0.9776109 -0.9781760 -0.9770458
sal + phosphate_star S_Atlantic (27.95,28.05] -0.9890231 -0.9896077 -0.9884385
sal + phosphate_star S_Atlantic (28.05,28.1] -0.9894011 -0.9898187 -0.9889836
sal + phosphate_star S_Atlantic (28.1,28.15] -0.9894113 -0.9896647 -0.9891579
sal + phosphate_star S_Atlantic (28.15,28.2] -0.9567587 -0.9590356 -0.9544817
sal + phosphate_star S_Atlantic (28.2, Inf] -0.8821959 -0.9163851 -0.8480068
sal + phosphate_star S_Pacific (-Inf,26] -0.6794174 -0.7036457 -0.6551891
sal + phosphate_star S_Pacific (26,26.5] -0.7268038 -0.7472531 -0.7063546
sal + phosphate_star S_Pacific (26.5,26.75] -0.7714942 -0.7921978 -0.7507906
sal + phosphate_star S_Pacific (26.75,27] -0.7606848 -0.7852387 -0.7361309
sal + phosphate_star S_Pacific (27,27.25] -0.7421100 -0.8008546 -0.6833655
sal + phosphate_star S_Pacific (27.25,27.5] -0.7148055 -0.7290073 -0.7006037
sal + phosphate_star S_Pacific (27.5,27.75] -0.7002408 -0.7038738 -0.6966079
sal + phosphate_star S_Pacific (27.75,27.85] -0.7337920 -0.7409853 -0.7265987
sal + phosphate_star S_Pacific (27.85,27.95] -0.7060447 -0.7072455 -0.7048440
sal + phosphate_star S_Pacific (27.95,28.05] -0.7099978 -0.7278437 -0.6921520
sal + phosphate_star S_Pacific (28.05,28.1] -0.8390340 -0.8485251 -0.8295429
sal + phosphate_star S_Pacific (28.1,28.2] -0.6359967 -0.6527078 -0.6192856
sal + phosphate_star S_Pacific (28.2,28.3] -0.5012075 -0.5775241 -0.4248910
sal + phosphate_star S_Pacific (28.3,28.4] -0.6185375 -0.6237136 -0.6133614
sal + silicate Indian (-Inf,26] -0.9101669 -0.9335447 -0.8867892
sal + silicate Indian (26,26.5] -0.8997249 -0.9193950 -0.8800547
sal + silicate Indian (26.5,26.75] -0.5526954 -0.5604125 -0.5449784
sal + silicate Indian (26.75,27] 0.2675094 0.2530695 0.2819492
sal + silicate Indian (27,27.25] 0.7037536 0.6791739 0.7283333
sal + silicate Indian (27.25,27.5] 0.8012751 0.7853884 0.8171619
sal + silicate Indian (27.5,27.75] 0.8517678 0.8386361 0.8648996
sal + silicate Indian (27.75,27.85] 0.8133293 0.8045804 0.8220782
sal + silicate Indian (27.85,27.95] 0.6065519 0.6033409 0.6097629
sal + silicate Indian (27.95,28.05] 0.2712888 0.2405566 0.3020211
sal + silicate Indian (28.05,28.1] 0.1423695 0.1053008 0.1794382
sal + silicate Indian (28.1,28.2] 0.2509468 0.2169195 0.2849741
sal + silicate Indian (28.2,28.3] 0.5778059 0.5727949 0.5828169
sal + silicate Indian (28.3,28.4] 0.4705393 0.3967197 0.5443589
sal + silicate N_Atlantic (-Inf,26] -0.3961924 -0.5410373 -0.2513475
sal + silicate N_Atlantic (26,26.5] -0.8261237 -0.8357390 -0.8165084
sal + silicate N_Atlantic (26.5,26.75] -0.9184547 -0.9246998 -0.9122095
sal + silicate N_Atlantic (26.75,27] -0.9042263 -0.9316878 -0.8767648
sal + silicate N_Atlantic (27,27.25] -0.8549331 -0.8672010 -0.8426652
sal + silicate N_Atlantic (27.25,27.5] -0.7470232 -0.7597936 -0.7342529
sal + silicate N_Atlantic (27.5,27.75] -0.4211381 -0.4339093 -0.4083669
sal + silicate N_Atlantic (27.75,27.85] 0.1234865 0.1065132 0.1404598
sal + silicate N_Atlantic (27.85,27.95] 0.4785172 0.4141546 0.5428799
sal + silicate N_Atlantic (27.95,28.05] 0.4759855 0.4337283 0.5182426
sal + silicate N_Atlantic (28.05,28.1] -0.2802842 -0.3749366 -0.1856318
sal + silicate N_Atlantic (28.1,28.15] -0.8159163 -0.8558625 -0.7759701
sal + silicate N_Atlantic (28.15,28.2] -0.0272535 -0.1670597 0.1125528
sal + silicate N_Atlantic (28.2, Inf] 0.3425674 0.2754771 0.4096576
sal + silicate N_Pacific (-Inf,26] -0.6340813 -0.6824316 -0.5857310
sal + silicate N_Pacific (26,26.5] -0.1401846 -0.1581105 -0.1222586
sal + silicate N_Pacific (26.5,26.75] -0.4088847 -0.4192009 -0.3985684
sal + silicate N_Pacific (26.75,27] -0.6745684 -0.7132383 -0.6358986
sal + silicate N_Pacific (27,27.25] -0.7512904 -0.7773780 -0.7252028
sal + silicate N_Pacific (27.25,27.5] -0.7579316 -0.7785682 -0.7372950
sal + silicate N_Pacific (27.5,27.75] -0.5425764 -0.5846764 -0.5004764
sal + silicate N_Pacific (27.75,27.85] -0.7900618 -0.7978083 -0.7823154
sal + silicate N_Pacific (27.85,27.95] -0.6215269 -0.6372230 -0.6058307
sal + silicate N_Pacific (27.95,28.05] -0.3845683 -0.4135695 -0.3555670
sal + silicate N_Pacific (28.05,28.1] -0.3209076 -0.3454392 -0.2963760
sal + silicate N_Pacific (28.1,28.2] -0.8887589 -0.8965920 -0.8809258
sal + silicate S_Atlantic (-Inf,26] -0.5613472 -0.6556052 -0.4670892
sal + silicate S_Atlantic (26,26.5] -0.5380802 -0.5858705 -0.4902898
sal + silicate S_Atlantic (26.5,26.75] -0.1262034 -0.1724466 -0.0799602
sal + silicate S_Atlantic (26.75,27] 0.2788816 0.2768897 0.2808736
sal + silicate S_Atlantic (27,27.25] 0.3516419 0.3061312 0.3971526
sal + silicate S_Atlantic (27.25,27.5] 0.1835029 0.1556127 0.2113930
sal + silicate S_Atlantic (27.5,27.75] -0.2295866 -0.2969683 -0.1622049
sal + silicate S_Atlantic (27.75,27.85] -0.8908258 -0.9040064 -0.8776452
sal + silicate S_Atlantic (27.85,27.95] -0.8956703 -0.9103639 -0.8809766
sal + silicate S_Atlantic (27.95,28.05] -0.8598981 -0.8813286 -0.8384675
sal + silicate S_Atlantic (28.05,28.1] -0.8580668 -0.8824371 -0.8336965
sal + silicate S_Atlantic (28.1,28.15] -0.8802136 -0.9206020 -0.8398252
sal + silicate S_Atlantic (28.15,28.2] -0.5315567 -0.7471855 -0.3159280
sal + silicate S_Atlantic (28.2, Inf] 0.0250318 -0.2744724 0.3245361
sal + silicate S_Pacific (-Inf,26] -0.1428213 -0.1641279 -0.1215146
sal + silicate S_Pacific (26,26.5] -0.1130323 -0.1264468 -0.0996178
sal + silicate S_Pacific (26.5,26.75] -0.0988284 -0.1356737 -0.0619830
sal + silicate S_Pacific (26.75,27] 0.3241775 0.2917482 0.3566068
sal + silicate S_Pacific (27,27.25] 0.6702384 0.6396877 0.7007892
sal + silicate S_Pacific (27.25,27.5] 0.8255539 0.8163349 0.8347729
sal + silicate S_Pacific (27.5,27.75] 0.8151122 0.8099101 0.8203142
sal + silicate S_Pacific (27.75,27.85] 0.5693141 0.5690504 0.5695777
sal + silicate S_Pacific (27.85,27.95] 0.2547883 0.2133944 0.2961823
sal + silicate S_Pacific (27.95,28.05] -0.2653275 -0.2943686 -0.2362864
sal + silicate S_Pacific (28.05,28.1] -0.5807524 -0.5839063 -0.5775984
sal + silicate S_Pacific (28.1,28.2] -0.3331284 -0.3471605 -0.3190963
sal + silicate S_Pacific (28.2,28.3] 0.4391897 0.4065108 0.4718687
sal + silicate S_Pacific (28.3,28.4] 0.7646713 0.7111709 0.8181717
sal + temp Indian (-Inf,26] 0.5281961 0.4519851 0.6044071
sal + temp Indian (26,26.5] 0.8478424 0.8403007 0.8553841
sal + temp Indian (26.5,26.75] 0.9345489 0.9325364 0.9365614
sal + temp Indian (26.75,27] 0.9654924 0.9623403 0.9686445
sal + temp Indian (27,27.25] 0.9473988 0.9419215 0.9528761
sal + temp Indian (27.25,27.5] 0.9276941 0.9274903 0.9278980
sal + temp Indian (27.5,27.75] 0.8702117 0.8683060 0.8721174
sal + temp Indian (27.75,27.85] 0.9159176 0.9152470 0.9165881
sal + temp Indian (27.85,27.95] 0.9107572 0.9082213 0.9132932
sal + temp Indian (27.95,28.05] 0.9498164 0.9470811 0.9525518
sal + temp Indian (28.05,28.1] 0.9686884 0.9669021 0.9704747
sal + temp Indian (28.1,28.2] 0.9082814 0.9020829 0.9144799
sal + temp Indian (28.2,28.3] 0.9135764 0.9066035 0.9205494
sal + temp Indian (28.3,28.4] 0.7099067 0.7015704 0.7182431
sal + temp N_Atlantic (-Inf,26] 0.4492200 0.1406800 0.7577601
sal + temp N_Atlantic (26,26.5] 0.9274919 0.9264241 0.9285598
sal + temp N_Atlantic (26.5,26.75] 0.9867336 0.9867170 0.9867502
sal + temp N_Atlantic (26.75,27] 0.9752583 0.9706262 0.9798904
sal + temp N_Atlantic (27,27.25] 0.9607377 0.9599519 0.9615234
sal + temp N_Atlantic (27.25,27.5] 0.9514694 0.9465144 0.9564243
sal + temp N_Atlantic (27.5,27.75] 0.9514262 0.9471025 0.9557498
sal + temp N_Atlantic (27.75,27.85] 0.9718519 0.9691751 0.9745286
sal + temp N_Atlantic (27.85,27.95] 0.9056838 0.9004161 0.9109516
sal + temp N_Atlantic (27.95,28.05] 0.6551665 0.6357238 0.6746092
sal + temp N_Atlantic (28.05,28.1] 0.8593687 0.8491483 0.8695890
sal + temp N_Atlantic (28.1,28.15] 0.3442408 0.2845262 0.4039555
sal + temp N_Atlantic (28.15,28.2] 0.3313376 0.2900995 0.3725756
sal + temp N_Atlantic (28.2, Inf] -0.0016298 -0.0555729 0.0523133
sal + temp N_Pacific (-Inf,26] 0.8279034 0.8265420 0.8292648
sal + temp N_Pacific (26,26.5] 0.8205825 0.8066504 0.8345146
sal + temp N_Pacific (26.5,26.75] 0.9580913 0.9576007 0.9585819
sal + temp N_Pacific (26.75,27] 0.9608775 0.9598018 0.9619533
sal + temp N_Pacific (27,27.25] 0.9415413 0.9408292 0.9422534
sal + temp N_Pacific (27.25,27.5] 0.8124632 0.8077432 0.8171832
sal + temp N_Pacific (27.5,27.75] 0.4441243 0.4371930 0.4510555
sal + temp N_Pacific (27.75,27.85] 0.6101597 0.6079847 0.6123347
sal + temp N_Pacific (27.85,27.95] 0.2019127 0.1904900 0.2133354
sal + temp N_Pacific (27.95,28.05] -0.4749438 -0.5014449 -0.4484427
sal + temp N_Pacific (28.05,28.1] -0.0336375 -0.0605450 -0.0067301
sal + temp N_Pacific (28.1,28.2] -0.6746616 -0.6983852 -0.6509380
sal + temp S_Atlantic (-Inf,26] 0.9767103 0.9741859 0.9792347
sal + temp S_Atlantic (26,26.5] 0.9642769 0.9617862 0.9667677
sal + temp S_Atlantic (26.5,26.75] 0.9441326 0.9409231 0.9473421
sal + temp S_Atlantic (26.75,27] 0.9584072 0.9563892 0.9604252
sal + temp S_Atlantic (27,27.25] 0.9568261 0.9556138 0.9580384
sal + temp S_Atlantic (27.25,27.5] 0.8479294 0.8471547 0.8487042
sal + temp S_Atlantic (27.5,27.75] 0.7259247 0.7215859 0.7302636
sal + temp S_Atlantic (27.75,27.85] 0.9399109 0.9340960 0.9457259
sal + temp S_Atlantic (27.85,27.95] 0.9336143 0.9332909 0.9339376
sal + temp S_Atlantic (27.95,28.05] 0.9456945 0.9446825 0.9467065
sal + temp S_Atlantic (28.05,28.1] 0.9769895 0.9763274 0.9776515
sal + temp S_Atlantic (28.1,28.15] 0.9829178 0.9807329 0.9851027
sal + temp S_Atlantic (28.15,28.2] 0.9610034 0.9595151 0.9624918
sal + temp S_Atlantic (28.2, Inf] 0.9359836 0.9237355 0.9482316
sal + temp S_Pacific (-Inf,26] 0.8388804 0.8353943 0.8423665
sal + temp S_Pacific (26,26.5] 0.9084365 0.9025139 0.9143590
sal + temp S_Pacific (26.5,26.75] 0.9502918 0.9461597 0.9544239
sal + temp S_Pacific (26.75,27] 0.9294469 0.9280947 0.9307991
sal + temp S_Pacific (27,27.25] 0.8583605 0.8322668 0.8844542
sal + temp S_Pacific (27.25,27.5] 0.7772457 0.7723309 0.7821605
sal + temp S_Pacific (27.5,27.75] 0.6028571 0.5841399 0.6215744
sal + temp S_Pacific (27.75,27.85] 0.8675234 0.8662783 0.8687685
sal + temp S_Pacific (27.85,27.95] 0.7464491 0.7348849 0.7580133
sal + temp S_Pacific (27.95,28.05] 0.4770465 0.4629551 0.4911379
sal + temp S_Pacific (28.05,28.1] 0.3988148 0.3538252 0.4438045
sal + temp S_Pacific (28.1,28.2] 0.4411356 0.4139386 0.4683325
sal + temp S_Pacific (28.2,28.3] 0.7217967 0.7146678 0.7289257
sal + temp S_Pacific (28.3,28.4] 0.8888110 0.8511441 0.9264779
silicate + phosphate Indian (-Inf,26] 0.9567420 0.9496497 0.9638343
silicate + phosphate Indian (26,26.5] 0.9602683 0.9575310 0.9630056
silicate + phosphate Indian (26.5,26.75] 0.9673966 0.9657535 0.9690397
silicate + phosphate Indian (26.75,27] 0.9489464 0.9488477 0.9490450
silicate + phosphate Indian (27,27.25] 0.9465728 0.9453462 0.9477994
silicate + phosphate Indian (27.25,27.5] 0.9437177 0.9424450 0.9449904
silicate + phosphate Indian (27.5,27.75] 0.9115884 0.9053769 0.9177999
silicate + phosphate Indian (27.75,27.85] 0.8979996 0.8899273 0.9060720
silicate + phosphate Indian (27.85,27.95] 0.9063561 0.9054101 0.9073021
silicate + phosphate Indian (27.95,28.05] 0.8987894 0.8875186 0.9100602
silicate + phosphate Indian (28.05,28.1] 0.9135033 0.9037248 0.9232818
silicate + phosphate Indian (28.1,28.2] 0.8217233 0.8051310 0.8383155
silicate + phosphate Indian (28.2,28.3] 0.4953437 0.4786092 0.5120782
silicate + phosphate Indian (28.3,28.4] 0.6433267 0.6329338 0.6537197
silicate + phosphate N_Atlantic (-Inf,26] 0.8774095 0.8681978 0.8866211
silicate + phosphate N_Atlantic (26,26.5] 0.9196164 0.9146410 0.9245918
silicate + phosphate N_Atlantic (26.5,26.75] 0.9033807 0.8962795 0.9104820
silicate + phosphate N_Atlantic (26.75,27] 0.9659801 0.9551849 0.9767753
silicate + phosphate N_Atlantic (27,27.25] 0.9707712 0.9658093 0.9757330
silicate + phosphate N_Atlantic (27.25,27.5] 0.9767275 0.9756618 0.9777932
silicate + phosphate N_Atlantic (27.5,27.75] 0.9767081 0.9719539 0.9814624
silicate + phosphate N_Atlantic (27.75,27.85] 0.9480321 0.9318220 0.9642422
silicate + phosphate N_Atlantic (27.85,27.95] 0.9214418 0.9047267 0.9381569
silicate + phosphate N_Atlantic (27.95,28.05] 0.8806691 0.8491463 0.9121919
silicate + phosphate N_Atlantic (28.05,28.1] 0.9676001 0.9615919 0.9736084
silicate + phosphate N_Atlantic (28.1,28.15] 0.9880757 0.9860395 0.9901120
silicate + phosphate N_Atlantic (28.15,28.2] 0.3431350 0.2894618 0.3968081
silicate + phosphate N_Atlantic (28.2, Inf] 0.7285704 0.7270951 0.7300457
silicate + phosphate N_Pacific (-Inf,26] 0.9239246 0.9168825 0.9309666
silicate + phosphate N_Pacific (26,26.5] 0.7492351 0.7288513 0.7696190
silicate + phosphate N_Pacific (26.5,26.75] 0.4087560 0.3316957 0.4858162
silicate + phosphate N_Pacific (26.75,27] 0.3623209 0.2908760 0.4337658
silicate + phosphate N_Pacific (27,27.25] 0.6290144 0.5998345 0.6581942
silicate + phosphate N_Pacific (27.25,27.5] 0.6419740 0.6047927 0.6791553
silicate + phosphate N_Pacific (27.5,27.75] 0.6167661 0.5725670 0.6609652
silicate + phosphate N_Pacific (27.75,27.85] 0.8177201 0.8036231 0.8318171
silicate + phosphate N_Pacific (27.85,27.95] 0.8509380 0.8505229 0.8513531
silicate + phosphate N_Pacific (27.95,28.05] 0.7713001 0.7624361 0.7801641
silicate + phosphate N_Pacific (28.05,28.1] 0.7363747 0.7314056 0.7413437
silicate + phosphate N_Pacific (28.1,28.2] 0.8856795 0.8776681 0.8936908
silicate + phosphate S_Atlantic (-Inf,26] 0.4817293 0.3179633 0.6454952
silicate + phosphate S_Atlantic (26,26.5] 0.7751461 0.7471895 0.8031028
silicate + phosphate S_Atlantic (26.5,26.75] 0.9142265 0.8955259 0.9329272
silicate + phosphate S_Atlantic (26.75,27] 0.8619771 0.8478994 0.8760547
silicate + phosphate S_Atlantic (27,27.25] 0.7860437 0.7788158 0.7932716
silicate + phosphate S_Atlantic (27.25,27.5] 0.5746628 0.5710986 0.5782269
silicate + phosphate S_Atlantic (27.5,27.75] 0.5246528 0.5175433 0.5317624
silicate + phosphate S_Atlantic (27.75,27.85] 0.9339276 0.9251218 0.9427335
silicate + phosphate S_Atlantic (27.85,27.95] 0.9628754 0.9600473 0.9657035
silicate + phosphate S_Atlantic (27.95,28.05] 0.9777871 0.9751041 0.9804702
silicate + phosphate S_Atlantic (28.05,28.1] 0.9854015 0.9829391 0.9878638
silicate + phosphate S_Atlantic (28.1,28.15] 0.9828269 0.9790789 0.9865749
silicate + phosphate S_Atlantic (28.15,28.2] 0.8887857 0.8521305 0.9254409
silicate + phosphate S_Atlantic (28.2, Inf] 0.6970808 0.6606483 0.7335132
silicate + phosphate S_Pacific (-Inf,26] 0.7936954 0.7876447 0.7997460
silicate + phosphate S_Pacific (26,26.5] 0.8992375 0.8916580 0.9068169
silicate + phosphate S_Pacific (26.5,26.75] 0.9201755 0.9173080 0.9230431
silicate + phosphate S_Pacific (26.75,27] 0.9089195 0.8994240 0.9184150
silicate + phosphate S_Pacific (27,27.25] 0.9187456 0.9125367 0.9249545
silicate + phosphate S_Pacific (27.25,27.5] 0.8515118 0.8452453 0.8577782
silicate + phosphate S_Pacific (27.5,27.75] 0.7198790 0.7164759 0.7232820
silicate + phosphate S_Pacific (27.75,27.85] 0.8006957 0.7829386 0.8184527
silicate + phosphate S_Pacific (27.85,27.95] 0.8872027 0.8736670 0.9007385
silicate + phosphate S_Pacific (27.95,28.05] 0.9371905 0.9322044 0.9421766
silicate + phosphate S_Pacific (28.05,28.1] 0.9487243 0.9483264 0.9491222
silicate + phosphate S_Pacific (28.1,28.2] 0.5595302 0.5472604 0.5718001
silicate + phosphate S_Pacific (28.2,28.3] 0.4007370 0.3730226 0.4284515
silicate + phosphate S_Pacific (28.3,28.4] 0.6739682 0.6351527 0.7127837
silicate + phosphate_star Indian (-Inf,26] 0.9448030 0.9435602 0.9460458
silicate + phosphate_star Indian (26,26.5] 0.9262117 0.9157317 0.9366917
silicate + phosphate_star Indian (26.5,26.75] 0.7411476 0.7339846 0.7483106
silicate + phosphate_star Indian (26.75,27] 0.2049825 0.2001135 0.2098516
silicate + phosphate_star Indian (27,27.25] -0.3280906 -0.3497761 -0.3064050
silicate + phosphate_star Indian (27.25,27.5] -0.5855221 -0.5898108 -0.5812335
silicate + phosphate_star Indian (27.5,27.75] -0.7059085 -0.7088733 -0.7029438
silicate + phosphate_star Indian (27.75,27.85] -0.4888859 -0.4932074 -0.4845643
silicate + phosphate_star Indian (27.85,27.95] -0.1842050 -0.1864938 -0.1819162
silicate + phosphate_star Indian (27.95,28.05] 0.0083919 -0.0513687 0.0681525
silicate + phosphate_star Indian (28.05,28.1] 0.0629864 -0.0009709 0.1269437
silicate + phosphate_star Indian (28.1,28.2] -0.0495543 -0.1070470 0.0079384
silicate + phosphate_star Indian (28.2,28.3] -0.3257030 -0.3377362 -0.3136699
silicate + phosphate_star Indian (28.3,28.4] -0.2253134 -0.2927965 -0.1578303
silicate + phosphate_star N_Atlantic (-Inf,26] 0.4531714 0.4452735 0.4610693
silicate + phosphate_star N_Atlantic (26,26.5] 0.8337954 0.8126112 0.8549797
silicate + phosphate_star N_Atlantic (26.5,26.75] 0.9382367 0.9329876 0.9434857
silicate + phosphate_star N_Atlantic (26.75,27] 0.9306394 0.9175993 0.9436795
silicate + phosphate_star N_Atlantic (27,27.25] 0.8874910 0.8728893 0.9020926
silicate + phosphate_star N_Atlantic (27.25,27.5] 0.8736063 0.8508896 0.8963230
silicate + phosphate_star N_Atlantic (27.5,27.75] 0.7407524 0.7080490 0.7734558
silicate + phosphate_star N_Atlantic (27.75,27.85] 0.2454721 0.1851600 0.3057842
silicate + phosphate_star N_Atlantic (27.85,27.95] 0.0576334 0.0231039 0.0921628
silicate + phosphate_star N_Atlantic (27.95,28.05] 0.6085097 0.4839794 0.7330400
silicate + phosphate_star N_Atlantic (28.05,28.1] 0.8840910 0.8606956 0.9074865
silicate + phosphate_star N_Atlantic (28.1,28.15] 0.9675163 0.9627327 0.9723000
silicate + phosphate_star N_Atlantic (28.15,28.2] -0.1993278 -0.2809803 -0.1176754
silicate + phosphate_star N_Atlantic (28.2, Inf] 0.2435922 0.1145974 0.3725870
silicate + phosphate_star N_Pacific (-Inf,26] 0.8967852 0.8714048 0.9221656
silicate + phosphate_star N_Pacific (26,26.5] 0.7481707 0.7429538 0.7533876
silicate + phosphate_star N_Pacific (26.5,26.75] 0.5924916 0.5793001 0.6056831
silicate + phosphate_star N_Pacific (26.75,27] 0.6723084 0.6436978 0.7009191
silicate + phosphate_star N_Pacific (27,27.25] 0.7257108 0.7093810 0.7420406
silicate + phosphate_star N_Pacific (27.25,27.5] 0.4926921 0.4672579 0.5181263
silicate + phosphate_star N_Pacific (27.5,27.75] -0.2190730 -0.2850976 -0.1530483
silicate + phosphate_star N_Pacific (27.75,27.85] -0.5769197 -0.6071495 -0.5466899
silicate + phosphate_star N_Pacific (27.85,27.95] -0.4516131 -0.5039995 -0.3992268
silicate + phosphate_star N_Pacific (27.95,28.05] 0.0456349 -0.0027134 0.0939832
silicate + phosphate_star N_Pacific (28.05,28.1] 0.0510124 0.0428000 0.0592247
silicate + phosphate_star N_Pacific (28.1,28.2] -0.1663065 -0.2071924 -0.1254207
silicate + phosphate_star S_Atlantic (-Inf,26] 0.4275223 0.3264893 0.5285553
silicate + phosphate_star S_Atlantic (26,26.5] 0.6778070 0.6261197 0.7294943
silicate + phosphate_star S_Atlantic (26.5,26.75] 0.4891972 0.4445185 0.5338760
silicate + phosphate_star S_Atlantic (26.75,27] -0.0125640 -0.0151337 -0.0099943
silicate + phosphate_star S_Atlantic (27,27.25] -0.1389575 -0.1814830 -0.0964319
silicate + phosphate_star S_Atlantic (27.25,27.5] 0.1903374 0.1593943 0.2212805
silicate + phosphate_star S_Atlantic (27.5,27.75] 0.4719664 0.4219941 0.5219388
silicate + phosphate_star S_Atlantic (27.75,27.85] 0.9039986 0.8951905 0.9128067
silicate + phosphate_star S_Atlantic (27.85,27.95] 0.8919748 0.8799187 0.9040309
silicate + phosphate_star S_Atlantic (27.95,28.05] 0.8712768 0.8532957 0.8892580
silicate + phosphate_star S_Atlantic (28.05,28.1] 0.8769424 0.8540180 0.8998669
silicate + phosphate_star S_Atlantic (28.1,28.15] 0.9041722 0.8691985 0.9391459
silicate + phosphate_star S_Atlantic (28.15,28.2] 0.6069863 0.4031128 0.8108599
silicate + phosphate_star S_Atlantic (28.2, Inf] 0.1043892 -0.1027200 0.3114983
silicate + phosphate_star S_Pacific (-Inf,26] 0.4911546 0.4621580 0.5201512
silicate + phosphate_star S_Pacific (26,26.5] 0.6488919 0.6165452 0.6812386
silicate + phosphate_star S_Pacific (26.5,26.75] 0.6032683 0.6005690 0.6059675
silicate + phosphate_star S_Pacific (26.75,27] 0.2622985 0.2524758 0.2721211
silicate + phosphate_star S_Pacific (27,27.25] -0.0529082 -0.0991645 -0.0066519
silicate + phosphate_star S_Pacific (27.25,27.5] -0.2603885 -0.2926683 -0.2281086
silicate + phosphate_star S_Pacific (27.5,27.75] -0.3186569 -0.3230430 -0.3142708
silicate + phosphate_star S_Pacific (27.75,27.85] -0.1978294 -0.2029314 -0.1927274
silicate + phosphate_star S_Pacific (27.85,27.95] 0.1947344 0.1617009 0.2277679
silicate + phosphate_star S_Pacific (27.95,28.05] 0.6029673 0.5932022 0.6127324
silicate + phosphate_star S_Pacific (28.05,28.1] 0.6673598 0.6466012 0.6881185
silicate + phosphate_star S_Pacific (28.1,28.2] 0.5106688 0.5047118 0.5166258
silicate + phosphate_star S_Pacific (28.2,28.3] 0.1292982 0.1026669 0.1559295
silicate + phosphate_star S_Pacific (28.3,28.4] -0.4809108 -0.5245138 -0.4373077
temp + aou Indian (-Inf,26] -0.5583762 -0.5644832 -0.5522692
temp + aou Indian (26,26.5] -0.6053288 -0.6070966 -0.6035610
temp + aou Indian (26.5,26.75] -0.3109714 -0.3188135 -0.3031292
temp + aou Indian (26.75,27] 0.1596665 0.1547331 0.1645998
temp + aou Indian (27,27.25] 0.7284277 0.7231915 0.7336638
temp + aou Indian (27.25,27.5] 0.8498937 0.8489070 0.8508804
temp + aou Indian (27.5,27.75] 0.8768236 0.8767400 0.8769073
temp + aou Indian (27.75,27.85] 0.8959357 0.8941480 0.8977234
temp + aou Indian (27.85,27.95] 0.8094641 0.8047946 0.8141335
temp + aou Indian (27.95,28.05] 0.7033886 0.6825788 0.7241984
temp + aou Indian (28.05,28.1] 0.5871131 0.5592365 0.6149896
temp + aou Indian (28.1,28.2] 0.6539857 0.6450198 0.6629516
temp + aou Indian (28.2,28.3] 0.8527338 0.8484392 0.8570284
temp + aou Indian (28.3,28.4] 0.9409757 0.9254942 0.9564572
temp + aou N_Atlantic (-Inf,26] -0.0190968 -0.0843461 0.0461526
temp + aou N_Atlantic (26,26.5] -0.3380872 -0.3787562 -0.2974182
temp + aou N_Atlantic (26.5,26.75] -0.6552418 -0.6717980 -0.6386856
temp + aou N_Atlantic (26.75,27] -0.6803522 -0.7600629 -0.6006414
temp + aou N_Atlantic (27,27.25] -0.6053758 -0.6285098 -0.5822417
temp + aou N_Atlantic (27.25,27.5] -0.4881830 -0.5157784 -0.4605876
temp + aou N_Atlantic (27.5,27.75] -0.0652202 -0.1014706 -0.0289699
temp + aou N_Atlantic (27.75,27.85] 0.4192669 0.3991255 0.4394084
temp + aou N_Atlantic (27.85,27.95] 0.6187457 0.5966860 0.6408054
temp + aou N_Atlantic (27.95,28.05] 0.2059023 0.2050354 0.2067691
temp + aou N_Atlantic (28.05,28.1] 0.0334771 -0.0261567 0.0931110
temp + aou N_Atlantic (28.1,28.15] 0.2692433 0.2395040 0.2989825
temp + aou N_Atlantic (28.15,28.2] 0.4490682 0.4248945 0.4732418
temp + aou N_Atlantic (28.2, Inf] -0.8177600 -0.8293991 -0.8061209
temp + aou N_Pacific (-Inf,26] -0.4584629 -0.5084658 -0.4084599
temp + aou N_Pacific (26,26.5] 0.0427966 0.0038240 0.0817693
temp + aou N_Pacific (26.5,26.75] 0.5744338 0.5406620 0.6082056
temp + aou N_Pacific (26.75,27] 0.5344094 0.5302072 0.5386115
temp + aou N_Pacific (27,27.25] -0.1942111 -0.2209129 -0.1675093
temp + aou N_Pacific (27.25,27.5] -0.6731292 -0.6951648 -0.6510935
temp + aou N_Pacific (27.5,27.75] -0.5614118 -0.5729674 -0.5498563
temp + aou N_Pacific (27.75,27.85] -0.6185225 -0.6236245 -0.6134205
temp + aou N_Pacific (27.85,27.95] -0.3760969 -0.3806802 -0.3715136
temp + aou N_Pacific (27.95,28.05] 0.3340105 0.3215152 0.3465058
temp + aou N_Pacific (28.05,28.1] 0.0418579 -0.0079083 0.0916241
temp + aou N_Pacific (28.1,28.2] 0.6997081 0.6979541 0.7014620
temp + aou S_Atlantic (-Inf,26] -0.1174737 -0.2451501 0.0102028
temp + aou S_Atlantic (26,26.5] -0.4359167 -0.5149347 -0.3568987
temp + aou S_Atlantic (26.5,26.75] -0.0124584 -0.0363049 0.0113881
temp + aou S_Atlantic (26.75,27] 0.3744732 0.3681865 0.3807600
temp + aou S_Atlantic (27,27.25] 0.6658783 0.6484779 0.6832788
temp + aou S_Atlantic (27.25,27.5] 0.6816197 0.6692443 0.6939950
temp + aou S_Atlantic (27.5,27.75] 0.6745137 0.6625644 0.6864631
temp + aou S_Atlantic (27.75,27.85] -0.2704295 -0.3696110 -0.1712480
temp + aou S_Atlantic (27.85,27.95] -0.2150708 -0.3391027 -0.0910390
temp + aou S_Atlantic (27.95,28.05] -0.2535543 -0.3640601 -0.1430484
temp + aou S_Atlantic (28.05,28.1] -0.4443889 -0.5529507 -0.3358272
temp + aou S_Atlantic (28.1,28.15] -0.6476795 -0.7803029 -0.5150562
temp + aou S_Atlantic (28.15,28.2] -0.3334576 -0.6769973 0.0100820
temp + aou S_Atlantic (28.2, Inf] 0.7352962 0.6521350 0.8184575
temp + aou S_Pacific (-Inf,26] 0.0001960 -0.0316838 0.0320758
temp + aou S_Pacific (26,26.5] -0.2967676 -0.3236204 -0.2699148
temp + aou S_Pacific (26.5,26.75] -0.1654696 -0.2112330 -0.1197062
temp + aou S_Pacific (26.75,27] 0.2680754 0.2442493 0.2919015
temp + aou S_Pacific (27,27.25] 0.4724039 0.4531638 0.4916440
temp + aou S_Pacific (27.25,27.5] 0.6220263 0.6154996 0.6285529
temp + aou S_Pacific (27.5,27.75] 0.5955114 0.5690279 0.6219948
temp + aou S_Pacific (27.75,27.85] 0.6423779 0.6358859 0.6488700
temp + aou S_Pacific (27.85,27.95] 0.5393483 0.5097902 0.5689065
temp + aou S_Pacific (27.95,28.05] 0.3495849 0.3093702 0.3897997
temp + aou S_Pacific (28.05,28.1] 0.3321014 0.3061693 0.3580334
temp + aou S_Pacific (28.1,28.2] 0.5629153 0.5559249 0.5699058
temp + aou S_Pacific (28.2,28.3] 0.7310479 0.7104247 0.7516712
temp + aou S_Pacific (28.3,28.4] 0.9838450 0.9835734 0.9841167
temp + nitrate Indian (-Inf,26] -0.6156607 -0.6229038 -0.6084176
temp + nitrate Indian (26,26.5] -0.6823589 -0.6879969 -0.6767209
temp + nitrate Indian (26.5,26.75] -0.4772490 -0.4897877 -0.4647102
temp + nitrate Indian (26.75,27] -0.1893751 -0.2067489 -0.1720012
temp + nitrate Indian (27,27.25] 0.3263398 0.2821442 0.3705354
temp + nitrate Indian (27.25,27.5] 0.5781749 0.5702397 0.5861102
temp + nitrate Indian (27.5,27.75] 0.6778380 0.6704435 0.6852326
temp + nitrate Indian (27.75,27.85] 0.5436825 0.5431697 0.5441953
temp + nitrate Indian (27.85,27.95] 0.3799630 0.3694627 0.3904632
temp + nitrate Indian (27.95,28.05] 0.0941802 0.0863426 0.1020178
temp + nitrate Indian (28.05,28.1] -0.0490537 -0.0577406 -0.0403668
temp + nitrate Indian (28.1,28.2] 0.0476730 0.0249429 0.0704030
temp + nitrate Indian (28.2,28.3] 0.1415350 0.1236391 0.1594309
temp + nitrate Indian (28.3,28.4] 0.4466602 0.3839516 0.5093688
temp + nitrate N_Atlantic (-Inf,26] -0.1211802 -0.2461667 0.0038062
temp + nitrate N_Atlantic (26,26.5] -0.6201523 -0.6433447 -0.5969599
temp + nitrate N_Atlantic (26.5,26.75] -0.7653732 -0.7805882 -0.7501583
temp + nitrate N_Atlantic (26.75,27] -0.7858221 -0.8511781 -0.7204661
temp + nitrate N_Atlantic (27,27.25] -0.7220475 -0.7358038 -0.7082911
temp + nitrate N_Atlantic (27.25,27.5] -0.6475539 -0.6518694 -0.6432385
temp + nitrate N_Atlantic (27.5,27.75] -0.2957212 -0.3050736 -0.2863688
temp + nitrate N_Atlantic (27.75,27.85] 0.1912174 0.1311751 0.2512597
temp + nitrate N_Atlantic (27.85,27.95] 0.5086905 0.4611622 0.5562189
temp + nitrate N_Atlantic (27.95,28.05] 0.2817402 0.2734723 0.2900080
temp + nitrate N_Atlantic (28.05,28.1] -0.0093557 -0.0745652 0.0558538
temp + nitrate N_Atlantic (28.1,28.15] 0.2252416 0.2108117 0.2396714
temp + nitrate N_Atlantic (28.15,28.2] 0.3390278 0.3278199 0.3502357
temp + nitrate N_Atlantic (28.2, Inf] -0.6297954 -0.6710762 -0.5885147
temp + nitrate N_Pacific (-Inf,26] -0.7386377 -0.7576053 -0.7196702
temp + nitrate N_Pacific (26,26.5] -0.2530496 -0.2987057 -0.2073935
temp + nitrate N_Pacific (26.5,26.75] 0.2128473 0.1705968 0.2550978
temp + nitrate N_Pacific (26.75,27] -0.0116258 -0.0194618 -0.0037898
temp + nitrate N_Pacific (27,27.25] -0.5729143 -0.5905825 -0.5552461
temp + nitrate N_Pacific (27.25,27.5] -0.6682921 -0.6882867 -0.6482975
temp + nitrate N_Pacific (27.5,27.75] -0.4711208 -0.4961677 -0.4460740
temp + nitrate N_Pacific (27.75,27.85] -0.5411841 -0.5453281 -0.5370402
temp + nitrate N_Pacific (27.85,27.95] -0.3113091 -0.3118874 -0.3107307
temp + nitrate N_Pacific (27.95,28.05] 0.4064554 0.3749968 0.4379140
temp + nitrate N_Pacific (28.05,28.1] 0.0354796 -0.0061196 0.0770788
temp + nitrate N_Pacific (28.1,28.2] 0.6749831 0.6740970 0.6758693
temp + nitrate S_Atlantic (-Inf,26] -0.2501980 -0.3521491 -0.1482468
temp + nitrate S_Atlantic (26,26.5] -0.7053375 -0.7686225 -0.6420524
temp + nitrate S_Atlantic (26.5,26.75] -0.2640981 -0.2758372 -0.2523590
temp + nitrate S_Atlantic (26.75,27] 0.0901702 0.0832748 0.0970656
temp + nitrate S_Atlantic (27,27.25] 0.2701668 0.2402617 0.3000718
temp + nitrate S_Atlantic (27.25,27.5] 0.3418892 0.3120220 0.3717565
temp + nitrate S_Atlantic (27.5,27.75] -0.1898702 -0.2294054 -0.1503350
temp + nitrate S_Atlantic (27.75,27.85] -0.8012817 -0.8282605 -0.7743030
temp + nitrate S_Atlantic (27.85,27.95] -0.6991381 -0.7349594 -0.6633169
temp + nitrate S_Atlantic (27.95,28.05] -0.7039823 -0.7333533 -0.6746112
temp + nitrate S_Atlantic (28.05,28.1] -0.8106327 -0.8327463 -0.7885190
temp + nitrate S_Atlantic (28.1,28.15] -0.8882745 -0.9254891 -0.8510598
temp + nitrate S_Atlantic (28.15,28.2] -0.7065315 -0.8407948 -0.5722682
temp + nitrate S_Atlantic (28.2, Inf] -0.1728074 -0.4276618 0.0820470
temp + nitrate S_Pacific (-Inf,26] -0.2225964 -0.2296071 -0.2155857
temp + nitrate S_Pacific (26,26.5] -0.5234670 -0.5255029 -0.5214311
temp + nitrate S_Pacific (26.5,26.75] -0.3781545 -0.4295325 -0.3267765
temp + nitrate S_Pacific (26.75,27] -0.0159890 -0.0588840 0.0269059
temp + nitrate S_Pacific (27,27.25] 0.1916606 0.1836399 0.1996814
temp + nitrate S_Pacific (27.25,27.5] 0.4000411 0.3910660 0.4090162
temp + nitrate S_Pacific (27.5,27.75] 0.4312720 0.4041555 0.4583885
temp + nitrate S_Pacific (27.75,27.85] 0.5038861 0.4911589 0.5166133
temp + nitrate S_Pacific (27.85,27.95] 0.4040345 0.3877269 0.4203421
temp + nitrate S_Pacific (27.95,28.05] 0.1984657 0.1652003 0.2317312
temp + nitrate S_Pacific (28.05,28.1] 0.1683000 0.1402458 0.1963542
temp + nitrate S_Pacific (28.1,28.2] 0.2364515 0.2108932 0.2620098
temp + nitrate S_Pacific (28.2,28.3] 0.0586142 0.0518852 0.0653432
temp + nitrate S_Pacific (28.3,28.4] 0.5610239 0.5598949 0.5621529
temp + phosphate Indian (-Inf,26] -0.6107884 -0.6122622 -0.6093145
temp + phosphate Indian (26,26.5] -0.6762484 -0.6782344 -0.6742624
temp + phosphate Indian (26.5,26.75] -0.4609480 -0.4719286 -0.4499674
temp + phosphate Indian (26.75,27] -0.1485023 -0.1615232 -0.1354814
temp + phosphate Indian (27,27.25] 0.3665742 0.3236436 0.4095047
temp + phosphate Indian (27.25,27.5] 0.6336191 0.6296848 0.6375535
temp + phosphate Indian (27.5,27.75] 0.7761604 0.7731976 0.7791231
temp + phosphate Indian (27.75,27.85] 0.6970497 0.6885875 0.7055120
temp + phosphate Indian (27.85,27.95] 0.4333655 0.4204569 0.4462741
temp + phosphate Indian (27.95,28.05] 0.1204985 0.1145629 0.1264340
temp + phosphate Indian (28.05,28.1] -0.0187693 -0.0208159 -0.0167228
temp + phosphate Indian (28.1,28.2] 0.0488655 0.0098480 0.0878831
temp + phosphate Indian (28.2,28.3] 0.1550124 0.1529574 0.1570675
temp + phosphate Indian (28.3,28.4] 0.4974365 0.4136651 0.5812078
temp + phosphate N_Atlantic (-Inf,26] -0.1169563 -0.2286746 -0.0052379
temp + phosphate N_Atlantic (26,26.5] -0.6520098 -0.6789142 -0.6251054
temp + phosphate N_Atlantic (26.5,26.75] -0.8088729 -0.8229583 -0.7947875
temp + phosphate N_Atlantic (26.75,27] -0.8184553 -0.8762471 -0.7606635
temp + phosphate N_Atlantic (27,27.25] -0.7510496 -0.7674396 -0.7346596
temp + phosphate N_Atlantic (27.25,27.5] -0.6939892 -0.7028086 -0.6851698
temp + phosphate N_Atlantic (27.5,27.75] -0.3673148 -0.3807416 -0.3538881
temp + phosphate N_Atlantic (27.75,27.85] 0.0956960 0.0327313 0.1586608
temp + phosphate N_Atlantic (27.85,27.95] 0.4609704 0.4128736 0.5090671
temp + phosphate N_Atlantic (27.95,28.05] 0.2423819 0.2276079 0.2571559
temp + phosphate N_Atlantic (28.05,28.1] -0.0439742 -0.1051170 0.0171685
temp + phosphate N_Atlantic (28.1,28.15] 0.2160398 0.2023740 0.2297056
temp + phosphate N_Atlantic (28.15,28.2] 0.2125043 0.1733223 0.2516863
temp + phosphate N_Atlantic (28.2, Inf] -0.6202064 -0.6593026 -0.5811103
temp + phosphate N_Pacific (-Inf,26] -0.6865981 -0.6963662 -0.6768299
temp + phosphate N_Pacific (26,26.5] -0.2112805 -0.2675291 -0.1550320
temp + phosphate N_Pacific (26.5,26.75] 0.2600066 0.2055759 0.3144373
temp + phosphate N_Pacific (26.75,27] -0.0317761 -0.0666868 0.0031346
temp + phosphate N_Pacific (27,27.25] -0.5054081 -0.5148828 -0.4959335
temp + phosphate N_Pacific (27.25,27.5] -0.5829667 -0.6240938 -0.5418395
temp + phosphate N_Pacific (27.5,27.75] -0.4037567 -0.4045253 -0.4029881
temp + phosphate N_Pacific (27.75,27.85] -0.4970803 -0.5169097 -0.4772508
temp + phosphate N_Pacific (27.85,27.95] -0.2969642 -0.3058514 -0.2880769
temp + phosphate N_Pacific (27.95,28.05] 0.3180948 0.3106134 0.3255762
temp + phosphate N_Pacific (28.05,28.1] 0.0157084 -0.0372514 0.0686682
temp + phosphate N_Pacific (28.1,28.2] 0.6418918 0.6034087 0.6803750
temp + phosphate S_Atlantic (-Inf,26] -0.3390687 -0.3645695 -0.3135680
temp + phosphate S_Atlantic (26,26.5] -0.7429473 -0.8269314 -0.6589632
temp + phosphate S_Atlantic (26.5,26.75] -0.3297010 -0.3324954 -0.3269066
temp + phosphate S_Atlantic (26.75,27] 0.0358386 0.0308418 0.0408354
temp + phosphate S_Atlantic (27,27.25] 0.2169509 0.1906512 0.2432507
temp + phosphate S_Atlantic (27.25,27.5] 0.2662026 0.2392089 0.2931962
temp + phosphate S_Atlantic (27.5,27.75] -0.2755847 -0.3177194 -0.2334500
temp + phosphate S_Atlantic (27.75,27.85] -0.8181388 -0.8422546 -0.7940231
temp + phosphate S_Atlantic (27.85,27.95] -0.7154850 -0.7510799 -0.6798900
temp + phosphate S_Atlantic (27.95,28.05] -0.7213192 -0.7485907 -0.6940476
temp + phosphate S_Atlantic (28.05,28.1] -0.8222727 -0.8430529 -0.8014925
temp + phosphate S_Atlantic (28.1,28.15] -0.8982412 -0.9329422 -0.8635402
temp + phosphate S_Atlantic (28.15,28.2] -0.7311627 -0.8625327 -0.5997926
temp + phosphate S_Atlantic (28.2, Inf] -0.2526896 -0.4821602 -0.0232189
temp + phosphate S_Pacific (-Inf,26] -0.1588996 -0.1744210 -0.1433782
temp + phosphate S_Pacific (26,26.5] -0.4968783 -0.5013924 -0.4923642
temp + phosphate S_Pacific (26.5,26.75] -0.3647163 -0.4145636 -0.3148689
temp + phosphate S_Pacific (26.75,27] 0.0030314 -0.0408770 0.0469398
temp + phosphate S_Pacific (27,27.25] 0.1933399 0.1694159 0.2172639
temp + phosphate S_Pacific (27.25,27.5] 0.4005780 0.3811118 0.4200442
temp + phosphate S_Pacific (27.5,27.75] 0.4372897 0.4058069 0.4687725
temp + phosphate S_Pacific (27.75,27.85] 0.4956628 0.4850287 0.5062970
temp + phosphate S_Pacific (27.85,27.95] 0.4032607 0.3808432 0.4256782
temp + phosphate S_Pacific (27.95,28.05] 0.2232703 0.1820218 0.2645188
temp + phosphate S_Pacific (28.05,28.1] 0.2005893 0.1604479 0.2407307
temp + phosphate S_Pacific (28.1,28.2] 0.2338303 0.1716645 0.2959962
temp + phosphate S_Pacific (28.2,28.3] 0.1244407 0.0037979 0.2450836
temp + phosphate S_Pacific (28.3,28.4] 0.5504713 0.5098011 0.5911415
temp + phosphate_star Indian (-Inf,26] -0.7712167 -0.7729109 -0.7695224
temp + phosphate_star Indian (26,26.5] -0.8477323 -0.8530192 -0.8424453
temp + phosphate_star Indian (26.5,26.75] -0.8399525 -0.8446209 -0.8352842
temp + phosphate_star Indian (26.75,27] -0.9233336 -0.9234594 -0.9232077
temp + phosphate_star Indian (27,27.25] -0.9577231 -0.9618536 -0.9535926
temp + phosphate_star Indian (27.25,27.5] -0.9733605 -0.9769449 -0.9697760
temp + phosphate_star Indian (27.5,27.75] -0.9334106 -0.9388592 -0.9279619
temp + phosphate_star Indian (27.75,27.85] -0.8804443 -0.8921694 -0.8687191
temp + phosphate_star Indian (27.85,27.95] -0.9014234 -0.9097903 -0.8930566
temp + phosphate_star Indian (27.95,28.05] -0.9153496 -0.9325742 -0.8981251
temp + phosphate_star Indian (28.05,28.1] -0.8964514 -0.9184984 -0.8744044
temp + phosphate_star Indian (28.1,28.2] -0.8601913 -0.8986495 -0.8217331
temp + phosphate_star Indian (28.2,28.3] -0.8484635 -0.8783680 -0.8185590
temp + phosphate_star Indian (28.3,28.4] -0.7572119 -0.7829523 -0.7314716
temp + phosphate_star N_Atlantic (-Inf,26] -0.4460468 -0.5156695 -0.3764240
temp + phosphate_star N_Atlantic (26,26.5] -0.8964534 -0.9032498 -0.8896570
temp + phosphate_star N_Atlantic (26.5,26.75] -0.9422111 -0.9474298 -0.9369925
temp + phosphate_star N_Atlantic (26.75,27] -0.9573840 -0.9719619 -0.9428061
temp + phosphate_star N_Atlantic (27,27.25] -0.9306229 -0.9429160 -0.9183298
temp + phosphate_star N_Atlantic (27.25,27.5] -0.9019191 -0.9032454 -0.9005927
temp + phosphate_star N_Atlantic (27.5,27.75] -0.8001808 -0.8237108 -0.7766508
temp + phosphate_star N_Atlantic (27.75,27.85] -0.7473001 -0.8057463 -0.6888539
temp + phosphate_star N_Atlantic (27.85,27.95] -0.5464836 -0.5488509 -0.5441162
temp + phosphate_star N_Atlantic (27.95,28.05] -0.0254001 -0.0370136 -0.0137867
temp + phosphate_star N_Atlantic (28.05,28.1] -0.2175390 -0.2727909 -0.1622871
temp + phosphate_star N_Atlantic (28.1,28.15] 0.1097263 0.1095638 0.1098888
temp + phosphate_star N_Atlantic (28.15,28.2] -0.2534065 -0.2751627 -0.2316504
temp + phosphate_star N_Atlantic (28.2, Inf] -0.4109294 -0.4876877 -0.3341710
temp + phosphate_star N_Pacific (-Inf,26] -0.8915970 -0.8926426 -0.8905514
temp + phosphate_star N_Pacific (26,26.5] -0.7972036 -0.8344222 -0.7599850
temp + phosphate_star N_Pacific (26.5,26.75] -0.8506415 -0.8605911 -0.8406919
temp + phosphate_star N_Pacific (26.75,27] -0.9428688 -0.9442800 -0.9414576
temp + phosphate_star N_Pacific (27,27.25] -0.9162235 -0.9186157 -0.9138313
temp + phosphate_star N_Pacific (27.25,27.5] -0.5566179 -0.5886605 -0.5245754
temp + phosphate_star N_Pacific (27.5,27.75] 0.1442797 0.1057442 0.1828152
temp + phosphate_star N_Pacific (27.75,27.85] 0.4895364 0.4480630 0.5310098
temp + phosphate_star N_Pacific (27.85,27.95] 0.2246611 0.1962480 0.2530742
temp + phosphate_star N_Pacific (27.95,28.05] -0.2780600 -0.2891331 -0.2669869
temp + phosphate_star N_Pacific (28.05,28.1] -0.0963210 -0.1115954 -0.0810466
temp + phosphate_star N_Pacific (28.1,28.2] -0.1390322 -0.2567896 -0.0212749
temp + phosphate_star S_Atlantic (-Inf,26] -0.6475245 -0.7905664 -0.5044827
temp + phosphate_star S_Atlantic (26,26.5] -0.9242460 -0.9458206 -0.9026714
temp + phosphate_star S_Atlantic (26.5,26.75] -0.9093951 -0.9255647 -0.8932255
temp + phosphate_star S_Atlantic (26.75,27] -0.9744211 -0.9801108 -0.9687314
temp + phosphate_star S_Atlantic (27,27.25] -0.9898415 -0.9905724 -0.9891105
temp + phosphate_star S_Atlantic (27.25,27.5] -0.9732310 -0.9753278 -0.9711341
temp + phosphate_star S_Atlantic (27.5,27.75] -0.8829137 -0.8877798 -0.8780477
temp + phosphate_star S_Atlantic (27.75,27.85] -0.9611716 -0.9621234 -0.9602199
temp + phosphate_star S_Atlantic (27.85,27.95] -0.9476811 -0.9478593 -0.9475030
temp + phosphate_star S_Atlantic (27.95,28.05] -0.9457344 -0.9464351 -0.9450338
temp + phosphate_star S_Atlantic (28.05,28.1] -0.9644370 -0.9647563 -0.9641178
temp + phosphate_star S_Atlantic (28.1,28.15] -0.9792523 -0.9816527 -0.9768519
temp + phosphate_star S_Atlantic (28.15,28.2] -0.9505188 -0.9523610 -0.9486765
temp + phosphate_star S_Atlantic (28.2, Inf] -0.9492469 -0.9596920 -0.9388018
temp + phosphate_star S_Pacific (-Inf,26] -0.6386633 -0.6502414 -0.6270853
temp + phosphate_star S_Pacific (26,26.5] -0.8055128 -0.8165118 -0.7945138
temp + phosphate_star S_Pacific (26.5,26.75] -0.7770479 -0.7992714 -0.7548245
temp + phosphate_star S_Pacific (26.75,27] -0.8061097 -0.8220426 -0.7901769
temp + phosphate_star S_Pacific (27,27.25] -0.9196147 -0.9399870 -0.8992424
temp + phosphate_star S_Pacific (27.25,27.5] -0.8900218 -0.8979142 -0.8821295
temp + phosphate_star S_Pacific (27.5,27.75] -0.7663327 -0.7708379 -0.7618274
temp + phosphate_star S_Pacific (27.75,27.85] -0.7391711 -0.7398988 -0.7384434
temp + phosphate_star S_Pacific (27.85,27.95] -0.5880760 -0.6060471 -0.5701049
temp + phosphate_star S_Pacific (27.95,28.05] -0.3624529 -0.4018766 -0.3230291
temp + phosphate_star S_Pacific (28.05,28.1] -0.2328605 -0.3029169 -0.1628042
temp + phosphate_star S_Pacific (28.1,28.2] -0.4435225 -0.5316227 -0.3554222
temp + phosphate_star S_Pacific (28.2,28.3] -0.6024798 -0.6810748 -0.5238847
temp + phosphate_star S_Pacific (28.3,28.4] -0.6913118 -0.7269468 -0.6556768
temp + silicate Indian (-Inf,26] -0.6464919 -0.6692148 -0.6237689
temp + silicate Indian (26,26.5] -0.6719063 -0.6879896 -0.6558230
temp + silicate Indian (26.5,26.75] -0.3730116 -0.3750370 -0.3709863
temp + silicate Indian (26.75,27] 0.0997401 0.0935564 0.1059237
temp + silicate Indian (27,27.25] 0.5007043 0.4744063 0.5270023
temp + silicate Indian (27.25,27.5] 0.5957800 0.5847747 0.6067852
temp + silicate Indian (27.5,27.75] 0.6336414 0.6303559 0.6369268
temp + silicate Indian (27.75,27.85] 0.6851988 0.6784250 0.6919726
temp + silicate Indian (27.85,27.95] 0.4544799 0.4495502 0.4594096
temp + silicate Indian (27.95,28.05] 0.2716854 0.2450837 0.2982870
temp + silicate Indian (28.05,28.1] 0.2789849 0.2528315 0.3051382
temp + silicate Indian (28.1,28.2] 0.3529673 0.3476678 0.3582668
temp + silicate Indian (28.2,28.3] 0.5352370 0.5301228 0.5403511
temp + silicate Indian (28.3,28.4] 0.6309815 0.5446823 0.7172807
temp + silicate N_Atlantic (-Inf,26] -0.2889962 -0.4178463 -0.1601461
temp + silicate N_Atlantic (26,26.5] -0.7282293 -0.7534986 -0.7029600
temp + silicate N_Atlantic (26.5,26.75] -0.9026647 -0.9092857 -0.8960437
temp + silicate N_Atlantic (26.75,27] -0.8660344 -0.9082834 -0.8237854
temp + silicate N_Atlantic (27,27.25] -0.7941347 -0.8147499 -0.7735195
temp + silicate N_Atlantic (27.25,27.5] -0.7329792 -0.7495759 -0.7163825
temp + silicate N_Atlantic (27.5,27.75] -0.3652372 -0.3663144 -0.3641600
temp + silicate N_Atlantic (27.75,27.85] 0.1668216 0.1427219 0.1909212
temp + silicate N_Atlantic (27.85,27.95] 0.4267576 0.3770688 0.4764464
temp + silicate N_Atlantic (27.95,28.05] -0.0100893 -0.0186544 -0.0015243
temp + silicate N_Atlantic (28.05,28.1] -0.1014763 -0.1676777 -0.0352749
temp + silicate N_Atlantic (28.1,28.15] 0.1348727 0.1227585 0.1469869
temp + silicate N_Atlantic (28.15,28.2] 0.6150697 0.5987291 0.6314103
temp + silicate N_Atlantic (28.2, Inf] -0.7506216 -0.7800456 -0.7211976
temp + silicate N_Pacific (-Inf,26] -0.7546491 -0.7732990 -0.7359992
temp + silicate N_Pacific (26,26.5] -0.5047469 -0.5080378 -0.5014560
temp + silicate N_Pacific (26.5,26.75] -0.5033958 -0.5087707 -0.4980208
temp + silicate N_Pacific (26.75,27] -0.7389245 -0.7688887 -0.7089603
temp + silicate N_Pacific (27,27.25] -0.8659355 -0.8822035 -0.8496675
temp + silicate N_Pacific (27.25,27.5] -0.9591057 -0.9642587 -0.9539526
temp + silicate N_Pacific (27.5,27.75] -0.9304635 -0.9583084 -0.9026186
temp + silicate N_Pacific (27.75,27.85] -0.8745888 -0.8773403 -0.8718373
temp + silicate N_Pacific (27.85,27.95] -0.6884481 -0.6926849 -0.6842113
temp + silicate N_Pacific (27.95,28.05] -0.1761272 -0.1846301 -0.1676243
temp + silicate N_Pacific (28.05,28.1] 0.0602757 -0.0018356 0.1223871
temp + silicate N_Pacific (28.1,28.2] 0.6961750 0.6801270 0.7122230
temp + silicate S_Atlantic (-Inf,26] -0.4893386 -0.5610288 -0.4176483
temp + silicate S_Atlantic (26,26.5] -0.5414328 -0.6000050 -0.4828607
temp + silicate S_Atlantic (26.5,26.75] -0.2386990 -0.2701442 -0.2072538
temp + silicate S_Atlantic (26.75,27] 0.0662623 0.0630183 0.0695063
temp + silicate S_Atlantic (27,27.25] 0.1152474 0.0744343 0.1560605
temp + silicate S_Atlantic (27.25,27.5] -0.3053583 -0.3291928 -0.2815238
temp + silicate S_Atlantic (27.5,27.75] -0.6430028 -0.6827335 -0.6032722
temp + silicate S_Atlantic (27.75,27.85] -0.8967197 -0.9078069 -0.8856325
temp + silicate S_Atlantic (27.85,27.95] -0.8111179 -0.8326142 -0.7896215
temp + silicate S_Atlantic (27.95,28.05] -0.7385465 -0.7655055 -0.7115876
temp + silicate S_Atlantic (28.05,28.1] -0.7657502 -0.7990708 -0.7324296
temp + silicate S_Atlantic (28.1,28.15] -0.8343936 -0.8927176 -0.7760696
temp + silicate S_Atlantic (28.15,28.2] -0.4780668 -0.7138003 -0.2423333
temp + silicate S_Atlantic (28.2, Inf] 0.0043564 -0.2300606 0.2387733
temp + silicate S_Pacific (-Inf,26] -0.1147893 -0.1373620 -0.0922166
temp + silicate S_Pacific (26,26.5] -0.2469900 -0.2780594 -0.2159207
temp + silicate S_Pacific (26.5,26.75] -0.1065277 -0.1449714 -0.0680840
temp + silicate S_Pacific (26.75,27] 0.2414205 0.2188118 0.2640292
temp + silicate S_Pacific (27,27.25] 0.2760725 0.2703998 0.2817452
temp + silicate S_Pacific (27.25,27.5] 0.3455741 0.3362548 0.3548934
temp + silicate S_Pacific (27.5,27.75] 0.1953490 0.1792349 0.2114631
temp + silicate S_Pacific (27.75,27.85] 0.3820563 0.3646174 0.3994951
temp + silicate S_Pacific (27.85,27.95] 0.2741384 0.2639783 0.2842984
temp + silicate S_Pacific (27.95,28.05] 0.1222110 0.0893917 0.1550303
temp + silicate S_Pacific (28.05,28.1] 0.2101736 0.1783139 0.2420334
temp + silicate S_Pacific (28.1,28.2] -0.1199066 -0.1615446 -0.0782685
temp + silicate S_Pacific (28.2,28.3] 0.0141939 -0.0357331 0.0641209
temp + silicate S_Pacific (28.3,28.4] 0.9071529 0.9045786 0.9097273
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
ddec5b7 jens-daniel-mueller 2021-04-15
29edae5 jens-daniel-mueller 2021-04-14
099d566 jens-daniel-mueller 2021-04-14
bb44686 jens-daniel-mueller 2021-04-14
bf40480 jens-daniel-mueller 2021-04-13
9f31fe3 jens-daniel-mueller 2021-04-13
338dd3c jens-daniel-mueller 2021-04-09
a79ca2c jens-daniel-mueller 2021-04-09
eb827c9 jens-daniel-mueller 2021-04-07
19faa17 jens-daniel-mueller 2021-03-24
03b6009 jens-daniel-mueller 2021-03-23
98d4a6d jens-daniel-mueller 2021-03-23
f155edd jens-daniel-mueller 2021-03-23
83a13de jens-daniel-mueller 2021-03-20
cf98c6d jens-daniel-mueller 2021-03-16
a1d52ff jens-daniel-mueller 2021-03-15
0bade3b jens-daniel-mueller 2021-03-15
27c1f4b jens-daniel-mueller 2021-03-14
af75ebf jens-daniel-mueller 2021-03-14
5017709 jens-daniel-mueller 2021-03-11
585b07f jens-daniel-mueller 2021-03-11
85a5ed2 jens-daniel-mueller 2021-03-10
6c0bec6 jens-daniel-mueller 2021-03-05
3c2ec33 jens-daniel-mueller 2021-03-05
af70b94 jens-daniel-mueller 2021-03-04
7b672f7 jens-daniel-mueller 2021-01-11
33ba23c jens-daniel-mueller 2021-01-07
318609d jens-daniel-mueller 2020-12-23
9d0b2d0 jens-daniel-mueller 2020-12-23
0aa2b50 jens-daniel-mueller 2020-12-23
2886da0 jens-daniel-mueller 2020-12-19
02f0ee9 jens-daniel-mueller 2020-12-18
7bcb4eb jens-daniel-mueller 2020-12-18
158fe26 jens-daniel-mueller 2020-12-15
7a9a4cb jens-daniel-mueller 2020-12-15
61b263c jens-daniel-mueller 2020-12-15
984697e jens-daniel-mueller 2020-12-12
3ebff89 jens-daniel-mueller 2020-12-12
5d96d3c jens-daniel-mueller 2020-12-11
24a632f jens-daniel-mueller 2020-12-07
6a8004b jens-daniel-mueller 2020-12-07
70bf1a5 jens-daniel-mueller 2020-12-07
7555355 jens-daniel-mueller 2020-12-07
143d6fa jens-daniel-mueller 2020-12-07
090e4d5 jens-daniel-mueller 2020-12-02
0ff728b jens-daniel-mueller 2020-12-01
91435ae jens-daniel-mueller 2020-12-01
196be51 jens-daniel-mueller 2020-11-30
bc61ce3 Jens Müller 2020-11-30
# 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 Indian (-Inf,26] -0.7711894 -0.8999289 -0.6424500
aou Indian (26,26.5] -0.9218671 -0.9253880 -0.9183463
aou Indian (26.5,26.75] -0.8656902 -0.8741757 -0.8572046
aou Indian (26.75,27] -0.5722924 -0.5988989 -0.5456859
aou Indian (27,27.25] 0.0973918 0.0025855 0.1921981
aou Indian (27.25,27.5] 0.5527274 0.5208859 0.5845688
aou Indian (27.5,27.75] 0.6283196 0.5836134 0.6730259
aou Indian (27.75,27.85] 0.3668404 0.3103124 0.4233684
aou Indian (27.85,27.95] 0.2776279 0.2500131 0.3052428
aou Indian (27.95,28.05] 0.2018103 0.1171160 0.2865046
aou Indian (28.05,28.1] 0.2304647 0.1441464 0.3167830
aou Indian (28.1,28.2] 0.3594546 0.2845863 0.4343228
aou Indian (28.2,28.3] 0.0068820 0.0037733 0.0099906
aou Indian (28.3,28.4] -0.0540418 -0.1179771 0.0098934
aou Indian (28.4, Inf] NA NA NA
aou N_Atlantic (-Inf,26] 0.5727608 0.5345182 0.6110034
aou N_Atlantic (26,26.5] 0.1571960 0.0867305 0.2276614
aou N_Atlantic (26.5,26.75] -0.4299258 -0.4929671 -0.3668844
aou N_Atlantic (26.75,27] -0.7430321 -0.7435697 -0.7424944
aou N_Atlantic (27,27.25] -0.8560447 -0.8739510 -0.8381383
aou N_Atlantic (27.25,27.5] -0.8657496 -0.8799315 -0.8515676
aou N_Atlantic (27.5,27.75] -0.8166254 -0.8645877 -0.7686632
aou N_Atlantic (27.75,27.85] -0.7388367 -0.8037430 -0.6739305
aou N_Atlantic (27.85,27.95] -0.8038668 -0.8441708 -0.7635629
aou N_Atlantic (27.95,28.05] -0.7535255 -0.8265324 -0.6805187
aou N_Atlantic (28.05,28.1] -0.8040458 -0.8401115 -0.7679800
aou N_Atlantic (28.1,28.15] -0.8575793 -0.8856052 -0.8295535
aou N_Atlantic (28.15,28.2] 0.0697434 0.0504914 0.0889954
aou N_Atlantic (28.2, Inf] -0.5462130 -0.6579872 -0.4344388
aou N_Pacific (-Inf,26] 0.1554668 0.1455640 0.1653697
aou N_Pacific (26,26.5] -0.6382321 -0.7123378 -0.5641264
aou N_Pacific (26.5,26.75] -0.3032875 -0.3991834 -0.2073915
aou N_Pacific (26.75,27] -0.1420549 -0.2934482 0.0093385
aou N_Pacific (27,27.25] -0.0319860 -0.1118804 0.0479084
aou N_Pacific (27.25,27.5] 0.4827833 0.4459655 0.5196012
aou N_Pacific (27.5,27.75] 0.6258870 0.6186783 0.6330958
aou N_Pacific (27.75,27.85] 0.7288906 0.7201391 0.7376420
aou N_Pacific (27.85,27.95] 0.6767811 0.6717410 0.6818211
aou N_Pacific (27.95,28.05] 0.3835753 0.3787237 0.3884269
aou N_Pacific (28.05,28.1] 0.2240799 0.2005411 0.2476188
aou N_Pacific (28.1,28.2] 0.2516818 0.2112980 0.2920656
aou S_Atlantic (-Inf,26] 0.2508094 0.2028666 0.2987523
aou S_Atlantic (26,26.5] -0.1576080 -0.2615902 -0.0536257
aou S_Atlantic (26.5,26.75] -0.2661635 -0.3593335 -0.1729935
aou S_Atlantic (26.75,27] 0.1305621 0.0713970 0.1897272
aou S_Atlantic (27,27.25] 0.5065806 0.4839291 0.5292321
aou S_Atlantic (27.25,27.5] 0.2652732 0.1727879 0.3577585
aou S_Atlantic (27.5,27.75] 0.3128830 0.2245266 0.4012393
aou S_Atlantic (27.75,27.85] -0.5013323 -0.5577476 -0.4449170
aou S_Atlantic (27.85,27.95] -0.6355382 -0.6993614 -0.5717149
aou S_Atlantic (27.95,28.05] -0.6484299 -0.7215576 -0.5753021
aou S_Atlantic (28.05,28.1] -0.6932655 -0.7623241 -0.6242068
aou S_Atlantic (28.1,28.15] -0.7897403 -0.8471744 -0.7323062
aou S_Atlantic (28.15,28.2] -0.5628262 -0.7126241 -0.4130283
aou S_Atlantic (28.2, Inf] 0.3656480 0.3629464 0.3683497
aou S_Pacific (-Inf,26] -0.3674096 -0.4174224 -0.3173968
aou S_Pacific (26,26.5] -0.8004654 -0.8299963 -0.7709345
aou S_Pacific (26.5,26.75] -0.8088355 -0.8181662 -0.7995048
aou S_Pacific (26.75,27] -0.7047679 -0.7365451 -0.6729907
aou S_Pacific (27,27.25] -0.4824590 -0.5600732 -0.4048448
aou S_Pacific (27.25,27.5] -0.3463934 -0.3929063 -0.2998804
aou S_Pacific (27.5,27.75] -0.1400494 -0.1664371 -0.1136617
aou S_Pacific (27.75,27.85] -0.0933983 -0.1079631 -0.0788335
aou S_Pacific (27.85,27.95] 0.0479981 0.0134353 0.0825610
aou S_Pacific (27.95,28.05] 0.0597370 -0.0002291 0.1197032
aou S_Pacific (28.05,28.1] -0.0789850 -0.1351264 -0.0228437
aou S_Pacific (28.1,28.2] 0.0418222 0.0385375 0.0451070
aou S_Pacific (28.2,28.3] -0.0809153 -0.1004780 -0.0613526
aou S_Pacific (28.3,28.4] -0.4308704 -0.4311206 -0.4306201
nitrate Indian (-Inf,26] -0.7612702 -0.9043283 -0.6182121
nitrate Indian (26,26.5] -0.9266365 -0.9346259 -0.9186472
nitrate Indian (26.5,26.75] -0.9236799 -0.9291247 -0.9182350
nitrate Indian (26.75,27] -0.7949627 -0.8124061 -0.7775194
nitrate Indian (27,27.25] -0.3100269 -0.3659802 -0.2540737
nitrate Indian (27.25,27.5] 0.3293217 0.3004399 0.3582034
nitrate Indian (27.5,27.75] 0.5538248 0.5036340 0.6040157
nitrate Indian (27.75,27.85] 0.1657563 0.1283298 0.2031828
nitrate Indian (27.85,27.95] -0.0573136 -0.0645709 -0.0500562
nitrate Indian (27.95,28.05] -0.2859704 -0.3242198 -0.2477210
nitrate Indian (28.05,28.1] -0.2138356 -0.2628015 -0.1648697
nitrate Indian (28.1,28.2] 0.0082207 -0.0525871 0.0690285
nitrate Indian (28.2,28.3] -0.2970307 -0.3035741 -0.2904874
nitrate Indian (28.3,28.4] -0.5609196 -0.5691587 -0.5526805
nitrate Indian (28.4, Inf] NA NA NA
nitrate N_Atlantic (-Inf,26] 0.3118624 0.2900186 0.3337062
nitrate N_Atlantic (26,26.5] -0.1264284 -0.1817720 -0.0710847
nitrate N_Atlantic (26.5,26.75] -0.5372398 -0.5957085 -0.4787711
nitrate N_Atlantic (26.75,27] -0.8054691 -0.8054724 -0.8054659
nitrate N_Atlantic (27,27.25] -0.9033821 -0.9206480 -0.8861162
nitrate N_Atlantic (27.25,27.5] -0.9502532 -0.9516191 -0.9488873
nitrate N_Atlantic (27.5,27.75] -0.9426346 -0.9578739 -0.9273952
nitrate N_Atlantic (27.75,27.85] -0.8628203 -0.8960700 -0.8295707
nitrate N_Atlantic (27.85,27.95] -0.8288806 -0.8729965 -0.7847647
nitrate N_Atlantic (27.95,28.05] -0.8109348 -0.8796872 -0.7421824
nitrate N_Atlantic (28.05,28.1] -0.8498041 -0.8866498 -0.8129585
nitrate N_Atlantic (28.1,28.15] -0.8792345 -0.9112677 -0.8472014
nitrate N_Atlantic (28.15,28.2] -0.1620270 -0.2585741 -0.0654799
nitrate N_Atlantic (28.2, Inf] -0.4926491 -0.5628716 -0.4224265
nitrate N_Pacific (-Inf,26] 0.1435903 0.1313784 0.1558021
nitrate N_Pacific (26,26.5] -0.6425987 -0.6880682 -0.5971292
nitrate N_Pacific (26.5,26.75] -0.4259216 -0.4799800 -0.3718631
nitrate N_Pacific (26.75,27] -0.3488196 -0.4124741 -0.2851652
nitrate N_Pacific (27,27.25] 0.1188184 0.0815113 0.1561254
nitrate N_Pacific (27.25,27.5] 0.4011591 0.3614742 0.4408440
nitrate N_Pacific (27.5,27.75] 0.4698560 0.4546262 0.4850858
nitrate N_Pacific (27.75,27.85] 0.6534326 0.6414929 0.6653724
nitrate N_Pacific (27.85,27.95] 0.6265345 0.6225874 0.6304816
nitrate N_Pacific (27.95,28.05] 0.3752119 0.3702077 0.3802162
nitrate N_Pacific (28.05,28.1] 0.2239102 0.1873030 0.2605173
nitrate N_Pacific (28.1,28.2] 0.2262549 0.1884307 0.2640791
nitrate S_Atlantic (-Inf,26] 0.1420998 -0.0138400 0.2980397
nitrate S_Atlantic (26,26.5] -0.4241396 -0.4855390 -0.3627403
nitrate S_Atlantic (26.5,26.75] -0.4590953 -0.5459565 -0.3722341
nitrate S_Atlantic (26.75,27] -0.1133866 -0.1771317 -0.0496416
nitrate S_Atlantic (27,27.25] 0.1341112 0.1177569 0.1504655
nitrate S_Atlantic (27.25,27.5] 0.0194459 -0.0565450 0.0954369
nitrate S_Atlantic (27.5,27.75] -0.3856587 -0.4733298 -0.2979877
nitrate S_Atlantic (27.75,27.85] -0.8370059 -0.8377917 -0.8362201
nitrate S_Atlantic (27.85,27.95] -0.8975826 -0.9004334 -0.8947318
nitrate S_Atlantic (27.95,28.05] -0.9005831 -0.9112395 -0.8899267
nitrate S_Atlantic (28.05,28.1] -0.9077220 -0.9143056 -0.9011384
nitrate S_Atlantic (28.1,28.15] -0.9365052 -0.9386737 -0.9343368
nitrate S_Atlantic (28.15,28.2] -0.7560167 -0.7957121 -0.7163212
nitrate S_Atlantic (28.2, Inf] -0.3882375 -0.5382618 -0.2382133
nitrate S_Pacific (-Inf,26] -0.3468185 -0.3837760 -0.3098610
nitrate S_Pacific (26,26.5] -0.8466954 -0.8604621 -0.8329287
nitrate S_Pacific (26.5,26.75] -0.8576214 -0.8628430 -0.8523999
nitrate S_Pacific (26.75,27] -0.8370092 -0.8555820 -0.8184364
nitrate S_Pacific (27,27.25] -0.6772537 -0.7190121 -0.6354952
nitrate S_Pacific (27.25,27.5] -0.5084845 -0.5494775 -0.4674914
nitrate S_Pacific (27.5,27.75] -0.3201533 -0.3415624 -0.2987443
nitrate S_Pacific (27.75,27.85] -0.2110167 -0.2256931 -0.1963402
nitrate S_Pacific (27.85,27.95] -0.0408536 -0.0727854 -0.0089218
nitrate S_Pacific (27.95,28.05] -0.0104349 -0.0665352 0.0456655
nitrate S_Pacific (28.05,28.1] -0.1438201 -0.1975891 -0.0900510
nitrate S_Pacific (28.1,28.2] -0.1519128 -0.1705358 -0.1332897
nitrate S_Pacific (28.2,28.3] -0.3921462 -0.4144770 -0.3698153
nitrate S_Pacific (28.3,28.4] -0.4005626 -0.4175953 -0.3835299
phosphate Indian (-Inf,26] -0.7697583 -0.9057976 -0.6337189
phosphate Indian (26,26.5] -0.9290731 -0.9353016 -0.9228447
phosphate Indian (26.5,26.75] -0.9217333 -0.9266330 -0.9168336
phosphate Indian (26.75,27] -0.7842342 -0.8005202 -0.7679481
phosphate Indian (27,27.25] -0.3033912 -0.3469213 -0.2598610
phosphate Indian (27.25,27.5] 0.3238198 0.2781227 0.3695169
phosphate Indian (27.5,27.75] 0.4960068 0.4206537 0.5713599
phosphate Indian (27.75,27.85] 0.1225302 0.0487137 0.1963468
phosphate Indian (27.85,27.95] -0.0809422 -0.1161005 -0.0457839
phosphate Indian (27.95,28.05] -0.3121587 -0.3663017 -0.2580157
phosphate Indian (28.05,28.1] -0.2560574 -0.3216017 -0.1905131
phosphate Indian (28.1,28.2] -0.1212280 -0.2013327 -0.0411233
phosphate Indian (28.2,28.3] -0.6336126 -0.6892183 -0.5780069
phosphate Indian (28.3,28.4] -0.6496560 -0.7053767 -0.5939354
phosphate Indian (28.4, Inf] NA NA NA
phosphate N_Atlantic (-Inf,26] 0.2145167 0.1872508 0.2417826
phosphate N_Atlantic (26,26.5] -0.2100441 -0.2569963 -0.1630920
phosphate N_Atlantic (26.5,26.75] -0.5763160 -0.6237683 -0.5288637
phosphate N_Atlantic (26.75,27] -0.8330114 -0.8346089 -0.8314140
phosphate N_Atlantic (27,27.25] -0.9290689 -0.9442591 -0.9138788
phosphate N_Atlantic (27.25,27.5] -0.9673910 -0.9696460 -0.9651360
phosphate N_Atlantic (27.5,27.75] -0.9645883 -0.9704844 -0.9586921
phosphate N_Atlantic (27.75,27.85] -0.9193486 -0.9228393 -0.9158579
phosphate N_Atlantic (27.85,27.95] -0.8983482 -0.9147563 -0.8819400
phosphate N_Atlantic (27.95,28.05] -0.8853348 -0.9216809 -0.8489888
phosphate N_Atlantic (28.05,28.1] -0.8919369 -0.9177698 -0.8661040
phosphate N_Atlantic (28.1,28.15] -0.8897976 -0.9168266 -0.8627686
phosphate N_Atlantic (28.15,28.2] -0.6964761 -0.7078013 -0.6851510
phosphate N_Atlantic (28.2, Inf] -0.7333272 -0.8203149 -0.6463396
phosphate N_Pacific (-Inf,26] 0.1140275 0.0931594 0.1348956
phosphate N_Pacific (26,26.5] -0.7304967 -0.7872810 -0.6737123
phosphate N_Pacific (26.5,26.75] -0.5372826 -0.5994227 -0.4751426
phosphate N_Pacific (26.75,27] -0.4694292 -0.5357491 -0.4031094
phosphate N_Pacific (27,27.25] -0.0233335 -0.0793923 0.0327254
phosphate N_Pacific (27.25,27.5] 0.2932215 0.2412596 0.3451834
phosphate N_Pacific (27.5,27.75] 0.3760091 0.3687064 0.3833118
phosphate N_Pacific (27.75,27.85] 0.5668365 0.5483425 0.5853305
phosphate N_Pacific (27.85,27.95] 0.5334669 0.5186950 0.5482387
phosphate N_Pacific (27.95,28.05] 0.1723991 0.1613646 0.1834335
phosphate N_Pacific (28.05,28.1] -0.0179691 -0.0234536 -0.0124846
phosphate N_Pacific (28.1,28.2] -0.0176330 -0.0478715 0.0126055
phosphate S_Atlantic (-Inf,26] 0.0871642 -0.2882551 0.4625834
phosphate S_Atlantic (26,26.5] -0.4666625 -0.5343366 -0.3989884
phosphate S_Atlantic (26.5,26.75] -0.5252456 -0.6009986 -0.4494926
phosphate S_Atlantic (26.75,27] -0.1785621 -0.2392387 -0.1178855
phosphate S_Atlantic (27,27.25] 0.0518538 0.0300964 0.0736112
phosphate S_Atlantic (27.25,27.5] -0.1050356 -0.1862359 -0.0238354
phosphate S_Atlantic (27.5,27.75] -0.5236406 -0.5944275 -0.4528537
phosphate S_Atlantic (27.75,27.85] -0.8719321 -0.8762661 -0.8675981
phosphate S_Atlantic (27.85,27.95] -0.9173315 -0.9181823 -0.9164808
phosphate S_Atlantic (27.95,28.05] -0.9220204 -0.9290361 -0.9150047
phosphate S_Atlantic (28.05,28.1] -0.9274326 -0.9322536 -0.9226116
phosphate S_Atlantic (28.1,28.15] -0.9497795 -0.9507087 -0.9488504
phosphate S_Atlantic (28.15,28.2] -0.8128516 -0.8391275 -0.7865757
phosphate S_Atlantic (28.2, Inf] -0.5444266 -0.6327460 -0.4561072
phosphate S_Pacific (-Inf,26] -0.4033701 -0.4438747 -0.3628655
phosphate S_Pacific (26,26.5] -0.8925413 -0.9081107 -0.8769719
phosphate S_Pacific (26.5,26.75] -0.9033358 -0.9069697 -0.8997019
phosphate S_Pacific (26.75,27] -0.8491583 -0.8645601 -0.8337565
phosphate S_Pacific (27,27.25] -0.6937269 -0.7285316 -0.6589221
phosphate S_Pacific (27.25,27.5] -0.5277021 -0.5599807 -0.4954235
phosphate S_Pacific (27.5,27.75] -0.3366764 -0.3508741 -0.3224786
phosphate S_Pacific (27.75,27.85] -0.2597688 -0.2830748 -0.2364629
phosphate S_Pacific (27.85,27.95] -0.1202437 -0.1577389 -0.0827485
phosphate S_Pacific (27.95,28.05] -0.1016192 -0.1669020 -0.0363365
phosphate S_Pacific (28.05,28.1] -0.2813461 -0.3428865 -0.2198057
phosphate S_Pacific (28.1,28.2] -0.4612380 -0.4846430 -0.4378331
phosphate S_Pacific (28.2,28.3] -0.7683146 -0.7837353 -0.7528940
phosphate S_Pacific (28.3,28.4] -0.8221570 -0.8361000 -0.8082140
phosphate_star Indian (-Inf,26] -0.6872982 -0.8622310 -0.5123653
phosphate_star Indian (26,26.5] -0.8738143 -0.8921082 -0.8555204
phosphate_star Indian (26.5,26.75] -0.8643912 -0.8647567 -0.8640256
phosphate_star Indian (26.75,27] -0.8215840 -0.8286546 -0.8145134
phosphate_star Indian (27,27.25] -0.7779538 -0.8099302 -0.7459773
phosphate_star Indian (27.25,27.5] -0.7369456 -0.7557296 -0.7181616
phosphate_star Indian (27.5,27.75] -0.6431684 -0.6524421 -0.6338947
phosphate_star Indian (27.75,27.85] -0.5328937 -0.5482793 -0.5175081
phosphate_star Indian (27.85,27.95] -0.6004173 -0.6023313 -0.5985033
phosphate_star Indian (27.95,28.05] -0.6985840 -0.7218271 -0.6753409
phosphate_star Indian (28.05,28.1] -0.6803200 -0.6854054 -0.6752346
phosphate_star Indian (28.1,28.2] -0.6031016 -0.6127744 -0.5934288
phosphate_star Indian (28.2,28.3] -0.3898632 -0.4347546 -0.3449718
phosphate_star Indian (28.3,28.4] -0.4023270 -0.4185585 -0.3860954
phosphate_star Indian (28.4, Inf] NA NA NA
phosphate_star N_Atlantic (-Inf,26] -0.5390444 -0.5704950 -0.5075937
phosphate_star N_Atlantic (26,26.5] -0.5757097 -0.5764327 -0.5749868
phosphate_star N_Atlantic (26.5,26.75] -0.6509485 -0.6768633 -0.6250338
phosphate_star N_Atlantic (26.75,27] -0.8496800 -0.8704126 -0.8289474
phosphate_star N_Atlantic (27,27.25] -0.8901958 -0.8967292 -0.8836624
phosphate_star N_Atlantic (27.25,27.5] -0.8960141 -0.9022901 -0.8897381
phosphate_star N_Atlantic (27.5,27.75] -0.8131962 -0.8179750 -0.8084175
phosphate_star N_Atlantic (27.75,27.85] -0.4608015 -0.4833582 -0.4382448
phosphate_star N_Atlantic (27.85,27.95] -0.2210142 -0.3036736 -0.1383548
phosphate_star N_Atlantic (27.95,28.05] -0.7705722 -0.8300045 -0.7111400
phosphate_star N_Atlantic (28.05,28.1] -0.9007255 -0.9259577 -0.8754932
phosphate_star N_Atlantic (28.1,28.15] -0.8730825 -0.9014296 -0.8447353
phosphate_star N_Atlantic (28.15,28.2] -0.6282592 -0.6731173 -0.5834010
phosphate_star N_Atlantic (28.2, Inf] -0.3931795 -0.4363744 -0.3499845
phosphate_star N_Pacific (-Inf,26] 0.1679962 0.1435409 0.1924514
phosphate_star N_Pacific (26,26.5] -0.6254360 -0.6452455 -0.6056265
phosphate_star N_Pacific (26.5,26.75] -0.5204876 -0.5879601 -0.4530151
phosphate_star N_Pacific (26.75,27] -0.4131761 -0.5284329 -0.2979193
phosphate_star N_Pacific (27,27.25] 0.1976065 0.1693002 0.2259129
phosphate_star N_Pacific (27.25,27.5] 0.0931655 0.0531645 0.1331665
phosphate_star N_Pacific (27.5,27.75] -0.5701616 -0.6045896 -0.5357337
phosphate_star N_Pacific (27.75,27.85] -0.7709279 -0.7927659 -0.7490899
phosphate_star N_Pacific (27.85,27.95] -0.7307478 -0.7374420 -0.7240535
phosphate_star N_Pacific (27.95,28.05] -0.6705037 -0.6755039 -0.6655034
phosphate_star N_Pacific (28.05,28.1] -0.6135523 -0.6325987 -0.5945059
phosphate_star N_Pacific (28.1,28.2] -0.6587980 -0.6736156 -0.6439803
phosphate_star S_Atlantic (-Inf,26] 0.0245133 -0.4749615 0.5239881
phosphate_star S_Atlantic (26,26.5] -0.5926894 -0.6408621 -0.5445168
phosphate_star S_Atlantic (26.5,26.75] -0.8024028 -0.8242166 -0.7805890
phosphate_star S_Atlantic (26.75,27] -0.8334301 -0.8428490 -0.8240113
phosphate_star S_Atlantic (27,27.25] -0.9060094 -0.9182244 -0.8937943
phosphate_star S_Atlantic (27.25,27.5] -0.6161913 -0.6837699 -0.5486127
phosphate_star S_Atlantic (27.5,27.75] -0.5888788 -0.6211566 -0.5566009
phosphate_star S_Atlantic (27.75,27.85] -0.8484311 -0.8562612 -0.8406011
phosphate_star S_Atlantic (27.85,27.95] -0.8671416 -0.8723919 -0.8618912
phosphate_star S_Atlantic (27.95,28.05] -0.9103145 -0.9131503 -0.9074787
phosphate_star S_Atlantic (28.05,28.1] -0.9306387 -0.9320933 -0.9291841
phosphate_star S_Atlantic (28.1,28.15] -0.9503694 -0.9533098 -0.9474291
phosphate_star S_Atlantic (28.15,28.2] -0.8062930 -0.8437681 -0.7688178
phosphate_star S_Atlantic (28.2, Inf] -0.7537390 -0.8049029 -0.7025750
phosphate_star S_Pacific (-Inf,26] -0.0317342 -0.0673691 0.0039006
phosphate_star S_Pacific (26,26.5] -0.8666140 -0.8821408 -0.8510872
phosphate_star S_Pacific (26.5,26.75] -0.9072039 -0.9110314 -0.9033764
phosphate_star S_Pacific (26.75,27] -0.7852884 -0.7940122 -0.7765647
phosphate_star S_Pacific (27,27.25] -0.6378401 -0.6523391 -0.6233411
phosphate_star S_Pacific (27.25,27.5] -0.4170257 -0.4329905 -0.4010609
phosphate_star S_Pacific (27.5,27.75] -0.3606711 -0.3938610 -0.3274811
phosphate_star S_Pacific (27.75,27.85] -0.3990703 -0.4206090 -0.3775315
phosphate_star S_Pacific (27.85,27.95] -0.4243337 -0.4258826 -0.4227847
phosphate_star S_Pacific (27.95,28.05] -0.3749058 -0.4175986 -0.3322131
phosphate_star S_Pacific (28.05,28.1] -0.5060382 -0.5509919 -0.4610846
phosphate_star S_Pacific (28.1,28.2] -0.6033252 -0.6416850 -0.5649654
phosphate_star S_Pacific (28.2,28.3] -0.5031696 -0.5529457 -0.4533936
phosphate_star S_Pacific (28.3,28.4] -0.1839676 -0.2213612 -0.1465741
sal Indian (-Inf,26] 0.8157636 0.7391706 0.8923566
sal Indian (26,26.5] 0.8272779 0.7989609 0.8555949
sal Indian (26.5,26.75] 0.6566832 0.6550344 0.6583320
sal Indian (26.75,27] 0.4608664 0.4391904 0.4825423
sal Indian (27,27.25] 0.4666547 0.3917531 0.5415562
sal Indian (27.25,27.5] 0.5988017 0.5745921 0.6230112
sal Indian (27.5,27.75] 0.6525596 0.6180881 0.6870311
sal Indian (27.75,27.85] 0.4454293 0.3790956 0.5117631
sal Indian (27.85,27.95] 0.4930743 0.4459746 0.5401740
sal Indian (27.95,28.05] 0.6044011 0.5372482 0.6715541
sal Indian (28.05,28.1] 0.5599139 0.5139669 0.6058609
sal Indian (28.1,28.2] 0.3576714 0.3171458 0.3981969
sal Indian (28.2,28.3] 0.0869004 0.0691043 0.1046966
sal Indian (28.3,28.4] -0.0311612 -0.0846297 0.0223074
sal Indian (28.4, Inf] NA NA NA
sal N_Atlantic (-Inf,26] 0.4002383 0.2654511 0.5350255
sal N_Atlantic (26,26.5] 0.4403102 0.4244968 0.4561236
sal N_Atlantic (26.5,26.75] 0.5203568 0.4659930 0.5747205
sal N_Atlantic (26.75,27] 0.7871015 0.7483231 0.8258799
sal N_Atlantic (27,27.25] 0.8050837 0.7929913 0.8171761
sal N_Atlantic (27.25,27.5] 0.7527498 0.7342976 0.7712019
sal N_Atlantic (27.5,27.75] 0.4929380 0.4662013 0.5196747
sal N_Atlantic (27.75,27.85] 0.0078925 -0.0785597 0.0943447
sal N_Atlantic (27.85,27.95] -0.4832883 -0.5582665 -0.4083100
sal N_Atlantic (27.95,28.05] -0.4572148 -0.4650802 -0.4493493
sal N_Atlantic (28.05,28.1] 0.2633857 0.1787187 0.3480527
sal N_Atlantic (28.1,28.15] 0.5997998 0.5120729 0.6875268
sal N_Atlantic (28.15,28.2] 0.1433272 0.1366845 0.1499700
sal N_Atlantic (28.2, Inf] -0.1748705 -0.2409713 -0.1087697
sal N_Pacific (-Inf,26] -0.2556908 -0.2780831 -0.2332985
sal N_Pacific (26,26.5] -0.1121423 -0.2037705 -0.0205142
sal N_Pacific (26.5,26.75] -0.0151107 -0.1240505 0.0938290
sal N_Pacific (26.75,27] 0.0477519 -0.0934349 0.1889386
sal N_Pacific (27,27.25] -0.5305946 -0.5764741 -0.4847152
sal N_Pacific (27.25,27.5] -0.8058156 -0.8231835 -0.7884477
sal N_Pacific (27.5,27.75] -0.6883692 -0.6990043 -0.6777341
sal N_Pacific (27.75,27.85] -0.7542950 -0.7625243 -0.7460658
sal N_Pacific (27.85,27.95] -0.5829720 -0.5941919 -0.5717521
sal N_Pacific (27.95,28.05] -0.2266536 -0.2284167 -0.2248906
sal N_Pacific (28.05,28.1] -0.2059844 -0.2093531 -0.2026156
sal N_Pacific (28.1,28.2] -0.3206307 -0.3976558 -0.2436056
sal S_Atlantic (-Inf,26] -0.3538774 -0.6663807 -0.0413741
sal S_Atlantic (26,26.5] 0.3804260 0.3203724 0.4404796
sal S_Atlantic (26.5,26.75] 0.5543459 0.5449194 0.5637723
sal S_Atlantic (26.75,27] 0.6806237 0.6406671 0.7205803
sal S_Atlantic (27,27.25] 0.8103688 0.7846485 0.8360890
sal S_Atlantic (27.25,27.5] 0.3902141 0.2924932 0.4879349
sal S_Atlantic (27.5,27.75] 0.6527237 0.6209473 0.6845002
sal S_Atlantic (27.75,27.85] 0.8323678 0.8177116 0.8470241
sal S_Atlantic (27.85,27.95] 0.8640358 0.8613734 0.8666983
sal S_Atlantic (27.95,28.05] 0.8878401 0.8835201 0.8921602
sal S_Atlantic (28.05,28.1] 0.9091299 0.9077837 0.9104762
sal S_Atlantic (28.1,28.15] 0.9260604 0.9230338 0.9290870
sal S_Atlantic (28.15,28.2] 0.7083914 0.6632020 0.7535807
sal S_Atlantic (28.2, Inf] 0.5415002 0.4282014 0.6547991
sal S_Pacific (-Inf,26] -0.3190394 -0.3291110 -0.3089679
sal S_Pacific (26,26.5] 0.4222097 0.4144031 0.4300164
sal S_Pacific (26.5,26.75] 0.5526474 0.5185992 0.5866955
sal S_Pacific (26.75,27] 0.3023093 0.2488895 0.3557291
sal S_Pacific (27,27.25] 0.0503006 -0.0562755 0.1568767
sal S_Pacific (27.25,27.5] -0.0317092 -0.0757504 0.0123321
sal S_Pacific (27.5,27.75] 0.2276806 0.1909261 0.2644352
sal S_Pacific (27.75,27.85] 0.1073419 0.1022184 0.1124654
sal S_Pacific (27.85,27.95] 0.2221247 0.2194992 0.2247502
sal S_Pacific (27.95,28.05] 0.2171261 0.1811784 0.2530737
sal S_Pacific (28.05,28.1] 0.1886979 0.1489753 0.2284205
sal S_Pacific (28.1,28.2] 0.1028935 0.0747777 0.1310094
sal S_Pacific (28.2,28.3] -0.1836507 -0.1992546 -0.1680468
sal S_Pacific (28.3,28.4] -0.3665807 -0.3682180 -0.3649435
silicate Indian (-Inf,26] -0.7676058 -0.8995835 -0.6356281
silicate Indian (26,26.5] -0.9299766 -0.9421171 -0.9178361
silicate Indian (26.5,26.75] -0.8836376 -0.8985708 -0.8687044
silicate Indian (26.75,27] -0.6127763 -0.6395741 -0.5859784
silicate Indian (27,27.25] -0.1172480 -0.1777272 -0.0567688
silicate Indian (27.25,27.5] 0.4301018 0.3980135 0.4621901
silicate Indian (27.5,27.75] 0.6488677 0.6020998 0.6956355
silicate Indian (27.75,27.85] 0.3364168 0.2651719 0.4076617
silicate Indian (27.85,27.95] 0.1335552 0.0928844 0.1742259
silicate Indian (27.95,28.05] -0.0358539 -0.1210662 0.0493583
silicate Indian (28.05,28.1] 0.0255592 -0.0585087 0.1096271
silicate Indian (28.1,28.2] 0.1054587 0.0346167 0.1763007
silicate Indian (28.2,28.3] -0.1956230 -0.2125418 -0.1787042
silicate Indian (28.3,28.4] -0.4736285 -0.4775077 -0.4697494
silicate Indian (28.4, Inf] NA NA NA
silicate N_Atlantic (-Inf,26] 0.1465740 0.1274837 0.1656643
silicate N_Atlantic (26,26.5] -0.2217430 -0.2640579 -0.1794280
silicate N_Atlantic (26.5,26.75] -0.5479590 -0.5936945 -0.5022236
silicate N_Atlantic (26.75,27] -0.8547122 -0.8587089 -0.8507156
silicate N_Atlantic (27,27.25] -0.9297969 -0.9325241 -0.9270696
silicate N_Atlantic (27.25,27.5] -0.9533446 -0.9557420 -0.9509472
silicate N_Atlantic (27.5,27.75] -0.9331374 -0.9487510 -0.9175237
silicate N_Atlantic (27.75,27.85] -0.8511616 -0.8824886 -0.8198345
silicate N_Atlantic (27.85,27.95] -0.8046453 -0.8465004 -0.7627902
silicate N_Atlantic (27.95,28.05] -0.7514241 -0.8195073 -0.6833409
silicate N_Atlantic (28.05,28.1] -0.8357871 -0.8677630 -0.8038112
silicate N_Atlantic (28.1,28.15] -0.8590753 -0.8906764 -0.8274742
silicate N_Atlantic (28.15,28.2] -0.0328004 -0.0738167 0.0082160
silicate N_Atlantic (28.2, Inf] -0.6146074 -0.6874813 -0.5417334
silicate N_Pacific (-Inf,26] 0.1074527 0.0969669 0.1179385
silicate N_Pacific (26,26.5] -0.6212583 -0.6304123 -0.6121044
silicate N_Pacific (26.5,26.75] -0.3541572 -0.4220600 -0.2862543
silicate N_Pacific (26.75,27] -0.0686444 -0.1645472 0.0272585
silicate N_Pacific (27,27.25] 0.5749712 0.5526015 0.5973409
silicate N_Pacific (27.25,27.5] 0.8290474 0.8202150 0.8378798
silicate N_Pacific (27.5,27.75] 0.8415521 0.8054897 0.8776144
silicate N_Pacific (27.75,27.85] 0.8274873 0.8181212 0.8368534
silicate N_Pacific (27.85,27.95] 0.7116349 0.6899910 0.7332789
silicate N_Pacific (27.95,28.05] 0.3057492 0.2949811 0.3165173
silicate N_Pacific (28.05,28.1] 0.1150761 0.0743542 0.1557979
silicate N_Pacific (28.1,28.2] 0.2648263 0.2204421 0.3092105
silicate S_Atlantic (-Inf,26] 0.3911756 0.1237033 0.6586479
silicate S_Atlantic (26,26.5] -0.4318225 -0.4685335 -0.3951116
silicate S_Atlantic (26.5,26.75] -0.4604994 -0.5552003 -0.3657985
silicate S_Atlantic (26.75,27] -0.1656553 -0.2159891 -0.1153215
silicate S_Atlantic (27,27.25] -0.0683643 -0.0764065 -0.0603220
silicate S_Atlantic (27.25,27.5] -0.3118384 -0.3428212 -0.2808555
silicate S_Atlantic (27.5,27.75] -0.0017419 -0.0139372 0.0104534
silicate S_Atlantic (27.75,27.85] -0.7651106 -0.7762454 -0.7539759
silicate S_Atlantic (27.85,27.95] -0.8547350 -0.8611863 -0.8482837
silicate S_Atlantic (27.95,28.05] -0.8768360 -0.8872823 -0.8663897
silicate S_Atlantic (28.05,28.1] -0.8804633 -0.8927756 -0.8681509
silicate S_Atlantic (28.1,28.15] -0.9116653 -0.9222314 -0.9010993
silicate S_Atlantic (28.15,28.2] -0.6461088 -0.7346095 -0.5576082
silicate S_Atlantic (28.2, Inf] -0.3002218 -0.3855119 -0.2149318
silicate S_Pacific (-Inf,26] -0.3158989 -0.3456045 -0.2861932
silicate S_Pacific (26,26.5] -0.7475712 -0.7742808 -0.7208616
silicate S_Pacific (26.5,26.75] -0.7546942 -0.7685127 -0.7408758
silicate S_Pacific (26.75,27] -0.6665636 -0.7011694 -0.6319578
silicate S_Pacific (27,27.25] -0.5428978 -0.6001328 -0.4856629
silicate S_Pacific (27.25,27.5] -0.1791992 -0.2075456 -0.1508529
silicate S_Pacific (27.5,27.75] 0.2855897 0.2681776 0.3030018
silicate S_Pacific (27.75,27.85] 0.1514862 0.1498529 0.1531195
silicate S_Pacific (27.85,27.95] 0.1481743 0.1367438 0.1596048
silicate S_Pacific (27.95,28.05] 0.0912745 0.0409764 0.1415725
silicate S_Pacific (28.05,28.1] -0.1206033 -0.1830825 -0.0581242
silicate S_Pacific (28.1,28.2] -0.1637913 -0.1792337 -0.1483489
silicate S_Pacific (28.2,28.3] -0.2330524 -0.2712811 -0.1948236
silicate S_Pacific (28.3,28.4] -0.5872106 -0.5954902 -0.5789310
temp Indian (-Inf,26] 0.1580011 -0.0961142 0.4121164
temp Indian (26,26.5] 0.5266481 0.5009981 0.5522981
temp Indian (26.5,26.75] 0.5081467 0.5028939 0.5133996
temp Indian (26.75,27] 0.5897156 0.5834095 0.5960218
temp Indian (27,27.25] 0.6412337 0.5979037 0.6845638
temp Indian (27.25,27.5] 0.6557912 0.6195621 0.6920204
temp Indian (27.5,27.75] 0.4447395 0.4098319 0.4796470
temp Indian (27.75,27.85] 0.3008386 0.2493314 0.3523458
temp Indian (27.85,27.95] 0.3714220 0.3394285 0.4034154
temp Indian (27.95,28.05] 0.4887295 0.4162459 0.5612132
temp Indian (28.05,28.1] 0.5065222 0.4456121 0.5674324
temp Indian (28.1,28.2] 0.3983848 0.3287134 0.4680562
temp Indian (28.2,28.3] 0.0852613 0.0720893 0.0984332
temp Indian (28.3,28.4] -0.0577639 -0.1552956 0.0397678
temp Indian (28.4, Inf] NA NA NA
temp N_Atlantic (-Inf,26] -0.0559192 -0.0659244 -0.0459139
temp N_Atlantic (26,26.5] 0.4154800 0.4056542 0.4253058
temp N_Atlantic (26.5,26.75] 0.4665622 0.4112534 0.5218710
temp N_Atlantic (26.75,27] 0.7317440 0.6720614 0.7914266
temp N_Atlantic (27,27.25] 0.7330439 0.7076547 0.7584331
temp N_Atlantic (27.25,27.5] 0.7061815 0.6931000 0.7192630
temp N_Atlantic (27.5,27.75] 0.3985847 0.3661976 0.4309719
temp N_Atlantic (27.75,27.85] -0.0428377 -0.1320445 0.0463691
temp N_Atlantic (27.85,27.95] -0.4217478 -0.4850024 -0.3584932
temp N_Atlantic (27.95,28.05] -0.2428458 -0.2477716 -0.2379201
temp N_Atlantic (28.05,28.1] 0.0710243 0.0242347 0.1178138
temp N_Atlantic (28.1,28.15] -0.3343151 -0.3365453 -0.3320849
temp N_Atlantic (28.15,28.2] -0.0588695 -0.1301587 0.0124198
temp N_Atlantic (28.2, Inf] 0.3908430 0.3154288 0.4662572
temp N_Pacific (-Inf,26] -0.4203154 -0.4294367 -0.4111942
temp N_Pacific (26,26.5] 0.1729689 0.1310286 0.2149093
temp N_Pacific (26.5,26.75] 0.1127773 0.0076953 0.2178593
temp N_Pacific (26.75,27] 0.1669529 0.0318956 0.3020102
temp N_Pacific (27,27.25] -0.5117232 -0.5474937 -0.4759528
temp N_Pacific (27.25,27.5] -0.8292285 -0.8344078 -0.8240491
temp N_Pacific (27.5,27.75] -0.8230973 -0.8286390 -0.8175556
temp N_Pacific (27.75,27.85] -0.7748508 -0.7868501 -0.7628514
temp N_Pacific (27.85,27.95] -0.5647027 -0.5774463 -0.5519591
temp N_Pacific (27.95,28.05] -0.0179110 -0.0196886 -0.0161334
temp N_Pacific (28.05,28.1] 0.0234395 0.0122097 0.0346693
temp N_Pacific (28.1,28.2] 0.1908043 0.0891295 0.2924791
temp S_Atlantic (-Inf,26] -0.3655016 -0.6428542 -0.0881489
temp S_Atlantic (26,26.5] 0.3773417 0.3469523 0.4077311
temp S_Atlantic (26.5,26.75] 0.6179966 0.6126680 0.6233251
temp S_Atlantic (26.75,27] 0.7684506 0.7421993 0.7947018
temp S_Atlantic (27,27.25] 0.8882379 0.8754205 0.9010552
temp S_Atlantic (27.25,27.5] 0.5517657 0.4833091 0.6202223
temp S_Atlantic (27.5,27.75] 0.2403222 0.1800909 0.3005535
temp S_Atlantic (27.75,27.85] 0.7310430 0.7157022 0.7463837
temp S_Atlantic (27.85,27.95] 0.7236406 0.7190120 0.7282692
temp S_Atlantic (27.95,28.05] 0.7761448 0.7697283 0.7825612
temp S_Atlantic (28.05,28.1] 0.8521464 0.8512524 0.8530404
temp S_Atlantic (28.1,28.15] 0.8987855 0.8872622 0.9103088
temp S_Atlantic (28.15,28.2] 0.6923614 0.6402313 0.7444915
temp S_Atlantic (28.2, Inf] 0.6354503 0.5567675 0.7141331
temp S_Pacific (-Inf,26] -0.6246831 -0.6306023 -0.6187639
temp S_Pacific (26,26.5] 0.4680606 0.4569859 0.4791353
temp S_Pacific (26.5,26.75] 0.5300399 0.4923185 0.5677614
temp S_Pacific (26.75,27] 0.3424776 0.3012396 0.3837156
temp S_Pacific (27,27.25] 0.4141335 0.3617183 0.4665487
temp S_Pacific (27.25,27.5] 0.0831708 0.0433968 0.1229448
temp S_Pacific (27.5,27.75] -0.1991146 -0.2255721 -0.1726571
temp S_Pacific (27.75,27.85] -0.1106741 -0.1210314 -0.1003168
temp S_Pacific (27.85,27.95] -0.0988474 -0.0999694 -0.0977254
temp S_Pacific (27.95,28.05] -0.0994829 -0.1078898 -0.0910760
temp S_Pacific (28.05,28.1] -0.1120541 -0.1275328 -0.0965754
temp S_Pacific (28.1,28.2] 0.0471657 -0.0053153 0.0996467
temp S_Pacific (28.2,28.3] -0.0754461 -0.1201523 -0.0307400
temp S_Pacific (28.3,28.4] -0.4407481 -0.4525803 -0.4289158
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  metR_0.9.0      
 [9] scico_1.2.0      patchwork_1.1.1  collapse_1.5.0   forcats_0.5.0   
[13] stringr_1.4.0    dplyr_1.0.5      purrr_0.3.4      readr_1.4.0     
[17] tidyr_1.1.2      tibble_3.0.4     ggplot2_3.3.3    tidyverse_1.3.0 
[21] 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_1.4-1         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_2.1.0               
[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_0.0.2           jsonlite_1.7.1           zip_2.1.1               
[40] car_3.0-10               magrittr_1.5             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] plyr_1.8.6               grid_4.0.3               blob_1.2.1              
[55] parallel_4.0.3           promises_1.1.1           crayon_1.3.4            
[58] lattice_0.20-41          haven_2.3.1              hms_0.5.3               
[61] pillar_1.4.7             reprex_0.3.0             glue_1.4.2              
[64] evaluate_0.14            RcppArmadillo_0.10.1.2.0 data.table_1.13.2       
[67] modelr_0.1.8             vctrs_0.3.5              httpuv_1.5.4            
[70] cellranger_1.1.0         gtable_0.3.0             reshape_0.8.8           
[73] assertthat_0.2.1         xfun_0.18                openxlsx_4.2.3          
[76] RcppEigen_0.3.3.7.0      later_1.1.0.1            viridisLite_0.3.0       
[79] ellipsis_0.3.1           here_0.1