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1 Required data

Required are:

  • cleaned and prepared GLODAP-based synthetic model subsetting file
GLODAP <-
  read_csv(paste(path_version_data,
                 "GLODAPv2.2020_MLR_fitting_ready.csv",
                 sep = ""))

2 Predictor combinations

Find all possible combinations of following considered predictor variables:

  • sal, temp, aou, nitrate, silicate, phosphate, phosphate_star
# the following code is a workaround to find all predictor combinations
# using the olsrr package and fit all models for one era, slab, and basin

i_basin <- unique(GLODAP$basin)[1]
i_era   <- unique(GLODAP$era)[1]

# subset one basin and era for fitting
GLODAP_basin_era <- GLODAP %>%
  filter(basin == i_basin, era == i_era)

i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[1]
print(i_gamma_slab)

# subset one gamma slab
GLODAP_basin_era_slab <- GLODAP_basin_era %>%
  filter(gamma_slab == i_gamma_slab)

# fit the full linear model, i.e. all predictor combinations
lm_full <- lm(paste(
  params_local$MLR_target,
  paste(params_local$MLR_predictors, collapse = " + "),
  sep = " ~ "
),
data = GLODAP_basin_era_slab)

# fit linear models for all possible predictor combinations
# unfortunately, this functions does not provide model coefficients (yet)
lm_all <- ols_step_all_possible(lm_full)

# convert to tibble
lm_all <- as_tibble(lm_all)

# extract relevant columns and format model formula
lm_all <- lm_all %>% 
  select(n, predictors) %>% 
  mutate(lm_coeff = str_replace_all(predictors, " ", " + "),
         lm_coeff = paste(params_local$MLR_target, "~", lm_coeff))

# remove helper objects
rm(i_gamma_slab,
   i_era,
   i_basin,
   GLODAP_basin_era,
   GLODAP_basin_era_slab,
   lm_full)

3 Apply predictor threshold

Select combinations with a total number of predictors in the range:

  • Minimum: 2
  • Maximum: 5
lm_all <- lm_all %>% 
  filter(n >= params_local$MLR_predictors_min,
         n <= params_local$MLR_predictors_max)

This results in a total number of MLR models of:

  • 112

4 Fit all models

Individual linear regression models were fitted for the chosen target variable:

  • cstar_tref

as a function of each predictor combination. Fitting was performed separately within each basin, era, and slab. Model diagnostics, such as the root mean squared error (RMSE), were calculated for each fitted model.

# loop across all basins, era, gamma slabs, and MLRs
# fit all MLR models
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]
    print(i_basin)
    print(i_era)
    
    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)[1]
      print(i_gamma_slab)
      
      GLODAP_basin_era_slab <- GLODAP_basin_era %>%
        filter(gamma_slab == i_gamma_slab)
      
      for (i_predictors in unique(lm_all$predictors)) {
        # i_predictors <- unique(lm_all$predictors)[110]

        # extract one model definition
        i_lm <- lm_all %>%
          filter(predictors == i_predictors) %>%
          select(lm_coeff) %>%
          pull()
        
        # extract number of predictors
        i_n_predictors <- lm_all %>%
          filter(predictors == i_predictors) %>%
          select(n) %>%
          pull()
        
        # fit model
        i_lm_fit <- lm(as.formula(i_lm),
                       data = GLODAP_basin_era_slab)
        
        # find max predictor correlation
        i_cor_max <- GLODAP_basin_era_slab %>%
          select(!!!syms(str_split(i_predictors, " ",
                                         simplify = TRUE))) %>%
          correlate(quiet = TRUE) %>% 
          select(-term) %>% 
          abs() %>% 
          max(na.rm = TRUE)
        
        # calculate root mean squared error
        i_rmse <- sqrt(
          c(crossprod(i_lm_fit$residuals)) / 
            length(i_lm_fit$residuals)
        )

        # calculate maximum residual
        i_resid_max <- max(abs(i_lm_fit$residuals))
        
        # calculate Akaike information criterion aic
        i_aic <- AIC(i_lm_fit)
        
        # collect model coefficients and diagnostics
        coefficients <- tidy(i_lm_fit)
        
        coefficients <- coefficients %>%
          mutate(
            basin = i_basin,
            era = i_era,
            gamma_slab = i_gamma_slab,
            model = i_lm,
            rmse = i_rmse,
            aic = i_aic,
            resid_max = i_resid_max,
            n_predictors = i_n_predictors,
            na_predictor = anyNA(coefficients$estimate),
            cor_max = i_cor_max
          )
        
        if (exists("lm_all_fitted")) {
          lm_all_fitted <- bind_rows(lm_all_fitted, coefficients)
        }
        
        if (!exists("lm_all_fitted")) {
          lm_all_fitted <- coefficients
        }
        
        # # plot model diagnostics, if activated
        # if (params_local$plot_all_figures == "y") {
        #   p_model <- ggnostic(
        #     i_lm_fit,
        #     columnsY = c(params_local$MLR_target, ".fitted", ".resid"),
        #     title = paste(
        #       "| era:",
        #       i_era,
        #       "| basin:",
        #       i_basin,
        #       "| gamma slab:",
        #       i_gamma_slab,
        #       "| predictors:",
        #       i_predictors
        #     )
        #   )
        #   
        #   ggsave(
        #     plot = p_model,
        #     path = paste(path_version_figures, "eMLR_diagnostics/", sep = ""),
        #     filename = paste(
        #       "MLR_residuals",
        #       i_era,
        #       i_basin,
        #       i_gamma_slab,
        #       i_predictors,
        #       "predictors.png",
        #       sep = "_"
        #     ),
        #     width = 14,
        #     height = 8
        #   )
        #   
        #   rm(p_model)
        #   
        # }
        
      }
      
      
    }
  }
  
}

rm(i_lm_fit, coefficients, i_rmse,
   GLODAP_basin_era, GLODAP_basin_era_slab,
   i_lm,
   i_basin, i_era, i_gamma_slab, i_predictors,
   lm_all,
   i_aic, i_n_predictors, i_resid_max)

5 Prepare coeffcients

Coefficients are prepared for the mapping of Cant and the chosen target variable.

5.1 Formatting

# select relevant columns
lm_all_fitted <- lm_all_fitted %>% 
  select(basin, gamma_slab, era, model, n_predictors, 
         term, estimate, 
         rmse, aic, resid_max, na_predictor, cor_max)

# set coefficient to zero if not fitted (=NA)
lm_all_fitted <- lm_all_fitted %>% 
  mutate(estimate = if_else(is.na(estimate), 0, estimate))

# Prepare model coefficients for mapping of target variable
lm_all_fitted_wide <- lm_all_fitted %>% 
  pivot_wider(values_from = estimate,
              names_from = term,
              names_prefix = "coeff_",
              values_fill = 0)

5.2 Predictor selection

Within each basin and slab, the following number of best linear regression models was selected:

  • 10

The criterion used to select the best models was:

  • rmse

The criterion was summed up for two adjacent eras, and the models with lowest summed values were selected.

Please note, that currently the lm() function produces NAs for some predictors. It is not yet entirely clear when this happens, but presumably it is caused by some form of collinearity between predictors, such that including another predictor does not help to explain the target variable any better. The issues also expresses as exactly identical rmse values of different models. As an interim solution, models with fitted NA predictors were not included.

# remove models with predictors fitted as NA

lm_all_fitted_wide <- lm_all_fitted_wide %>%
  filter(na_predictor == FALSE)
# calculate RMSE sum for adjacent eras
lm_all_fitted_wide_eras <- lm_all_fitted_wide  %>%
  select(basin, gamma_slab, model, era, rmse, aic, resid_max) %>% 
  arrange(era) %>% 
  group_by(basin, gamma_slab, model) %>% 
  mutate(eras = paste(lag(era), era, sep = " --> "),
         rmse_sum = rmse + lag(rmse),
         aic_sum = aic + lag(aic)
         ) %>% 
  ungroup() %>% 
  select(-c(era)) %>% 
  drop_na()

# subset models with lowest summed criterion
# chose which criterion is applied

if (params_local$MLR_criterion == "aic") {
  lm_best <- lm_all_fitted_wide_eras %>%
    group_by(basin, gamma_slab, eras) %>%
    slice_min(order_by = aic_sum,
              with_ties = FALSE,
              n = params_local$MLR_number) %>%
    ungroup() %>%
    arrange(basin, gamma_slab, eras, model)
} else {
  lm_best <- lm_all_fitted_wide_eras %>%
    group_by(basin, gamma_slab, eras) %>%
    slice_min(order_by = rmse_sum,
              with_ties = FALSE,
              n = params_local$MLR_number) %>%
    ungroup() %>%
    arrange(basin, gamma_slab, eras, model)
}


# print table
lm_best %>% 
  kable() %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")
basin gamma_slab model rmse aic resid_max eras rmse_sum aic_sum
Indian (-Inf,26] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.7125953 4276.233726 11.3283916 1982-1999 –> 2000-2012 3.4351045 10221.575402
Indian (-Inf,26] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.6332476 4172.910453 13.6057165 1982-1999 –> 2000-2012 3.3494179 10107.110528
Indian (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.5752974 4094.227387 10.4485411 1982-1999 –> 2000-2012 3.1615090 9790.454813
Indian (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.5465983 4054.182209 10.1967563 1982-1999 –> 2000-2012 3.1071951 9701.210879
Indian (-Inf,26] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 1.6601091 4208.440015 14.0992088 1982-1999 –> 2000-2012 3.4494727 10268.853304
Indian (-Inf,26] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.5112417 4003.813275 12.8477025 1982-1999 –> 2000-2012 3.1184083 9739.702165
Indian (-Inf,26] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.4896838 3972.520278 12.6729528 1982-1999 –> 2000-2012 3.0804497 9677.412130
Indian (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.5440320 4050.565226 10.1512633 1982-1999 –> 2000-2012 3.1007263 9690.027411
Indian (-Inf,26] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.4879635 3970.003643 12.6512154 1982-1999 –> 2000-2012 3.0763566 9670.384392
Indian (-Inf,26] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.6461958 4190.109339 9.2416515 1982-1999 –> 2000-2012 3.4366500 10252.363915
Indian (-Inf,26] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.7791258 2352.211071 6.8150963 2000-2012 –> 2013-2019 3.4917210 6628.444797
Indian (-Inf,26] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.6772732 2283.118495 6.3928334 2000-2012 –> 2013-2019 3.3105208 6456.028948
Indian (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.6673931 2276.194327 6.2216310 2000-2012 –> 2013-2019 3.2426906 6370.421714
Indian (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.6452299 2260.511441 6.0276768 2000-2012 –> 2013-2019 3.1918282 6314.693650
Indian (-Inf,26] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 1.7505306 2333.220950 7.8328495 2000-2012 –> 2013-2019 3.4106397 6541.660964
Indian (-Inf,26] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.5849255 2216.745819 5.9460613 2000-2012 –> 2013-2019 3.0961673 6220.559094
Indian (-Inf,26] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.5702233 2205.823241 5.8240134 2000-2012 –> 2013-2019 3.0599071 6178.343519
Indian (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.6441992 2259.777033 6.0088586 2000-2012 –> 2013-2019 3.1882313 6310.342260
Indian (-Inf,26] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.5697008 2205.433212 5.8150753 2000-2012 –> 2013-2019 3.0576643 6175.436855
Indian (-Inf,26] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.8307001 2385.702581 9.4570902 2000-2012 –> 2013-2019 3.4768959 6575.811921
Indian (26,26.5] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.4920137 6253.393762 10.7972711 1982-1999 –> 2000-2012 3.1314947 15328.868994
Indian (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.4412206 6134.591286 10.0021399 1982-1999 –> 2000-2012 3.0091040 14998.589108
Indian (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.4340652 6117.519544 9.7574219 1982-1999 –> 2000-2012 2.9892379 14942.966361
Indian (26,26.5] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.4339028 6117.131088 9.7491864 1982-1999 –> 2000-2012 2.9875239 14937.850467
Indian (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.6836129 6667.790205 8.5416207 1982-1999 –> 2000-2012 3.4417003 16074.060070
Indian (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.6534625 6605.808716 8.3484524 1982-1999 –> 2000-2012 3.3800612 15926.483963
Indian (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.5816177 6453.436380 8.4494364 1982-1999 –> 2000-2012 3.2213266 15529.569958
Indian (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate_star 1.6797765 6657.965457 10.1842043 1982-1999 –> 2000-2012 3.4713551 16151.606406
Indian (26,26.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.6516045 6601.952143 8.3101122 1982-1999 –> 2000-2012 3.3726088 15907.257541
Indian (26,26.5] cstar_tref ~ temp + silicate + phosphate + phosphate_star 1.6785632 6655.487069 10.1724573 1982-1999 –> 2000-2012 3.4653544 16136.455696
Indian (26,26.5] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.5989485 3212.754422 10.7427000 2000-2012 –> 2013-2019 3.0909623 9466.148184
Indian (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.5861605 3199.151666 10.0718057 2000-2012 –> 2013-2019 3.0273811 9333.742952
Indian (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.5873006 3200.368909 9.8457020 2000-2012 –> 2013-2019 3.0213658 9317.888453
Indian (26,26.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.5725234 3184.524474 8.1506149 2000-2012 –> 2013-2019 3.0656810 9440.546965
Indian (26,26.5] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.5872414 3200.305754 9.8513324 2000-2012 –> 2013-2019 3.0211443 9317.436842
Indian (26,26.5] cstar_tref ~ sal + temp + silicate + phosphate_star 1.6209279 3233.881752 9.8008781 2000-2012 –> 2013-2019 3.1141526 9488.058405
Indian (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.7447535 3360.584740 9.4909948 2000-2012 –> 2013-2019 3.3982160 9966.393456
Indian (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.6908990 3307.472884 8.9205611 2000-2012 –> 2013-2019 3.2725167 9760.909264
Indian (26,26.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.7449028 3360.729749 9.4724231 2000-2012 –> 2013-2019 3.3965073 9962.681891
Indian (26,26.5] cstar_tref ~ temp + silicate + phosphate + phosphate_star 1.7496109 3363.294320 10.2745889 2000-2012 –> 2013-2019 3.4281740 10018.781389
Indian (26.5,26.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.4472503 4310.226644 6.9532863 1982-1999 –> 2000-2012 2.9094697 10415.281590
Indian (26.5,26.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.5210336 4429.665329 10.2353369 1982-1999 –> 2000-2012 2.9741832 10513.652486
Indian (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.5023627 4399.998065 9.8942346 1982-1999 –> 2000-2012 2.9436192 10456.158792
Indian (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.4963411 4390.351317 9.7489178 1982-1999 –> 2000-2012 2.9350269 10440.467131
Indian (26.5,26.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.4966997 4390.926797 9.7600407 1982-1999 –> 2000-2012 2.9351818 10440.563323
Indian (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.4293423 4280.319308 6.8321185 1982-1999 –> 2000-2012 2.8691930 10333.175767
Indian (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.4239898 4271.307677 6.7874833 1982-1999 –> 2000-2012 2.8567608 10307.474160
Indian (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.4795940 4363.316508 8.8087263 1982-1999 –> 2000-2012 2.9226172 10423.625083
Indian (26.5,26.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.4239701 4271.274446 6.7863940 1982-1999 –> 2000-2012 2.8558543 10305.344489
Indian (26.5,26.75] cstar_tref ~ temp + silicate + phosphate + phosphate_star 1.5045726 4401.528614 9.8270763 1982-1999 –> 2000-2012 2.9763031 10526.536644
Indian (26.5,26.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.4017373 2367.912198 6.6318714 2000-2012 –> 2013-2019 2.8489875 6678.138842
Indian (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.4379494 2402.089835 8.2522828 2000-2012 –> 2013-2019 2.9403121 6802.087900
Indian (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.4318635 2396.406508 8.1270264 2000-2012 –> 2013-2019 2.9282047 6786.757826
Indian (26.5,26.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.4327842 2397.267795 8.1502553 2000-2012 –> 2013-2019 2.9294838 6788.194592
Indian (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.3833214 2350.190752 6.4356896 2000-2012 –> 2013-2019 2.8126636 6630.510060
Indian (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.3768792 2343.935738 6.3474771 2000-2012 –> 2013-2019 2.8008690 6615.243415
Indian (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.4195112 2384.796526 7.4802129 2000-2012 –> 2013-2019 2.8991053 6748.113034
Indian (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate_star 1.4401932 2402.179158 8.2043613 2000-2012 –> 2013-2019 2.9442014 6802.806592
Indian (26.5,26.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.3774834 2344.523655 6.3568905 2000-2012 –> 2013-2019 2.8014535 6615.798101
Indian (26.5,26.75] cstar_tref ~ temp + silicate + phosphate + phosphate_star 1.4416845 2403.565974 8.2303766 2000-2012 –> 2013-2019 2.9462570 6805.094587
Indian (26.75,27] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.5942347 6337.404664 8.6154048 1982-1999 –> 2000-2012 3.1345509 15343.204417
Indian (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.6325120 6416.982107 8.6533249 1982-1999 –> 2000-2012 3.1914742 15481.236256
Indian (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.6288383 6409.426028 8.6434205 1982-1999 –> 2000-2012 3.1829774 15458.627093
Indian (26.75,27] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.5482453 6239.227744 7.6204218 1982-1999 –> 2000-2012 3.0485295 15117.100950
Indian (26.75,27] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.6296318 6411.059401 8.6447222 1982-1999 –> 2000-2012 3.1839254 15460.743646
Indian (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.5759774 6298.772848 8.4701509 1982-1999 –> 2000-2012 3.0925962 15229.252445
Indian (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.5669669 6279.541538 8.4077409 1982-1999 –> 2000-2012 3.0738000 15178.574447
Indian (26.75,27] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.6255510 6402.650069 8.8867939 1982-1999 –> 2000-2012 3.1619653 15396.127943
Indian (26.75,27] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.5675480 6280.785208 8.4071249 1982-1999 –> 2000-2012 3.0735801 15177.234916
Indian (26.75,27] cstar_tref ~ temp + nitrate + silicate + phosphate_star 1.5852692 6316.489558 8.1885357 1982-1999 –> 2000-2012 3.1258655 15321.172752
Indian (26.75,27] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.6599139 3580.404334 8.7523445 2000-2012 –> 2013-2019 3.2541486 9917.808998
Indian (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.7050243 3630.063166 8.6054301 2000-2012 –> 2013-2019 3.3465961 10065.607058
Indian (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.6968998 3621.217240 8.5919892 2000-2012 –> 2013-2019 3.3294118 10038.199347
Indian (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.6929840 3616.938527 8.6042966 2000-2012 –> 2013-2019 3.3218223 10026.364555
Indian (26.75,27] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.7612164 3690.114918 7.5703782 2000-2012 –> 2013-2019 3.3094617 9929.342663
Indian (26.75,27] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.6944516 3618.543300 8.5983380 2000-2012 –> 2013-2019 3.3240834 10029.602701
Indian (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.6428116 3561.223936 8.6348755 2000-2012 –> 2013-2019 3.2187890 9859.996784
Indian (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.6329704 3550.096212 8.5820841 2000-2012 –> 2013-2019 3.1999373 9829.637750
Indian (26.75,27] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.6806817 3603.431559 9.1861372 2000-2012 –> 2013-2019 3.3062326 10006.081628
Indian (26.75,27] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.6347026 3552.059783 8.5845660 2000-2012 –> 2013-2019 3.2022507 9832.844991
Indian (27,27.25] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.8882989 9251.548584 9.7237364 1982-1999 –> 2000-2012 3.6288223 21341.069998
Indian (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.8801317 9232.060542 9.8094140 1982-1999 –> 2000-2012 3.6098754 21283.560541
Indian (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.8766994 9223.845341 9.8473001 1982-1999 –> 2000-2012 3.6026738 21261.994602
Indian (27,27.25] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.8772929 9225.266915 9.8584405 1982-1999 –> 2000-2012 3.6034302 21263.993860
Indian (27,27.25] cstar_tref ~ sal + temp + nitrate + phosphate_star 1.9747179 9450.741008 16.7536829 1982-1999 –> 2000-2012 3.7123913 21528.232784
Indian (27,27.25] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.8964447 9270.901878 12.6704648 1982-1999 –> 2000-2012 3.6131158 21275.974207
Indian (27,27.25] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 1.9615873 9422.745559 11.9837419 1982-1999 –> 2000-2012 3.7582083 21706.404501
Indian (27,27.25] cstar_tref ~ temp + aou + nitrate + phosphate_star 1.9701103 9440.238219 11.8627329 1982-1999 –> 2000-2012 3.7703055 21734.060139
Indian (27,27.25] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.9698742 9441.699318 11.9264014 1982-1999 –> 2000-2012 3.7688484 21733.368957
Indian (27,27.25] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.9702406 9442.535565 11.9590709 1982-1999 –> 2000-2012 3.7690871 21733.770444
Indian (27,27.25] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.0812635 5268.973281 12.0257762 2000-2012 –> 2013-2019 3.9695624 14520.521865
Indian (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.0720224 5258.106261 11.8604184 2000-2012 –> 2013-2019 3.9521541 14490.166803
Indian (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.0667664 5251.903942 11.7630059 2000-2012 –> 2013-2019 3.9434659 14475.749283
Indian (27,27.25] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2.0685932 5254.061392 11.7863984 2000-2012 –> 2013-2019 3.9458861 14479.328307
Indian (27,27.25] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.0908065 5280.144644 9.9367545 2000-2012 –> 2013-2019 3.9872512 14551.046522
Indian (27,27.25] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 2.1534004 5352.179546 9.9951286 2000-2012 –> 2013-2019 4.1149877 14774.925105
Indian (27,27.25] cstar_tref ~ temp + aou + nitrate + phosphate_star 2.1754976 5375.110532 10.5150591 2000-2012 –> 2013-2019 4.1456079 14815.348752
Indian (27,27.25] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.1749558 5376.502302 10.3701902 2000-2012 –> 2013-2019 4.1448300 14818.201620
Indian (27,27.25] cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2.1769054 5376.690317 10.5299961 2000-2012 –> 2013-2019 4.1474555 14817.931845
Indian (27,27.25] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.1761631 5377.857467 10.3592023 2000-2012 –> 2013-2019 4.1464038 14820.393032
Indian (27.25,27.5] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.8342909 8671.399456 13.5507835 1982-1999 –> 2000-2012 3.3200488 18812.338264
Indian (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.8304121 8662.352142 13.4385640 1982-1999 –> 2000-2012 3.3226681 18827.641923
Indian (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.8304428 8662.423692 13.4364246 1982-1999 –> 2000-2012 3.3209839 18821.297589
Indian (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.8213726 8641.192517 13.3755287 1982-1999 –> 2000-2012 3.3394232 18902.112575
Indian (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate 1.8347572 8670.485954 14.0446437 1982-1999 –> 2000-2012 3.3384725 18876.462022
Indian (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.8306049 8662.802191 13.4573576 1982-1999 –> 2000-2012 3.3214601 18822.851682
Indian (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate_star 1.8458304 8696.202875 16.6569172 1982-1999 –> 2000-2012 3.3404291 18868.246240
Indian (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.8280619 8656.860928 14.1146396 1982-1999 –> 2000-2012 3.3062708 18769.375759
Indian (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.8458268 8698.194716 16.6278410 1982-1999 –> 2000-2012 3.3371840 18860.122725
Indian (27.25,27.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.8521583 8712.830178 14.2327099 1982-1999 –> 2000-2012 3.3456805 18882.852827
Indian (27.25,27.5] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.0498324 4727.552666 15.0844805 2000-2012 –> 2013-2019 3.8841233 13398.952123
Indian (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate 2.0372933 4712.016766 14.4287071 2000-2012 –> 2013-2019 3.8679862 13373.024440
Indian (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.0278504 4703.768120 14.8132468 2000-2012 –> 2013-2019 3.8582625 13366.120263
Indian (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.0270709 4702.920002 14.8350839 2000-2012 –> 2013-2019 3.8575137 13365.343694
Indian (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 2.0288373 4704.841509 14.3648450 2000-2012 –> 2013-2019 3.8502099 13346.034026
Indian (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate 2.0569277 4733.175298 16.2059198 2000-2012 –> 2013-2019 3.8916849 13403.661252
Indian (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2.0260687 4701.829123 14.7925491 2000-2012 –> 2013-2019 3.8566736 13364.631314
Indian (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2.0551455 4733.263067 16.2000456 2000-2012 –> 2013-2019 3.8832074 13390.123995
Indian (27.25,27.5] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 2.0435940 4720.828670 15.5855462 2000-2012 –> 2013-2019 3.8986353 13440.306346
Indian (27.25,27.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.0549936 4733.100101 15.5264078 2000-2012 –> 2013-2019 3.9071520 13445.930278
Indian (27.5,27.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.4375533 9650.413077 7.0925057 1982-1999 –> 2000-2012 2.5675343 21056.515337
Indian (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.4371509 9648.898856 9.2019977 1982-1999 –> 2000-2012 2.5574428 20991.344603
Indian (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.4348185 9640.115170 9.0420090 1982-1999 –> 2000-2012 2.5553982 20984.459145
Indian (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.4097184 9544.672637 6.4761951 1982-1999 –> 2000-2012 2.5421401 20966.723691
Indian (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.4107148 9548.493481 6.3217502 1982-1999 –> 2000-2012 2.5438149 20974.971735
Indian (27.5,27.75] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.4348107 9640.085773 8.9773108 1982-1999 –> 2000-2012 2.5542568 20976.948252
Indian (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.4059001 9530.004727 6.2812480 1982-1999 –> 2000-2012 2.5388283 20955.361762
Indian (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.4108006 9548.822662 6.3202139 1982-1999 –> 2000-2012 2.5436971 20973.971983
Indian (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate_star 1.4117884 9550.607565 6.4201169 1982-1999 –> 2000-2012 2.5461634 20983.398501
Indian (27.5,27.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.4551601 9716.246456 8.5678470 1982-1999 –> 2000-2012 2.5668431 21001.668651
Indian (27.5,27.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.6946035 5607.917172 9.0834394 2000-2012 –> 2013-2019 3.1321568 15258.330248
Indian (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.6263033 5489.682920 6.6396287 2000-2012 –> 2013-2019 3.0634542 15138.581776
Indian (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.6231759 5484.150834 6.4469204 2000-2012 –> 2013-2019 3.0579944 15124.266004
Indian (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.6409640 5515.475167 8.1426919 2000-2012 –> 2013-2019 3.0506824 15060.147804
Indian (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.6421253 5517.508461 7.8561749 2000-2012 –> 2013-2019 3.0528401 15066.001942
Indian (27.5,27.75] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.6234955 5484.716666 6.5069372 2000-2012 –> 2013-2019 3.0583062 15124.802439
Indian (27.5,27.75] cstar_tref ~ sal + temp + nitrate + phosphate_star 1.6464078 5522.993678 6.8265703 2000-2012 –> 2013-2019 3.0812284 15161.116841
Indian (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.6156790 5470.846139 7.2222277 2000-2012 –> 2013-2019 3.0215791 15000.850866
Indian (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.6423870 5517.966390 7.8456972 2000-2012 –> 2013-2019 3.0531876 15066.789053
Indian (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate_star 1.6482336 5526.179070 8.1381043 2000-2012 –> 2013-2019 3.0600219 15076.786635
Indian (27.75,27.85] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.0171064 2776.672200 5.4422720 1982-1999 –> 2000-2012 1.8788386 6344.489586
Indian (27.75,27.85] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.0036367 2751.021988 4.8518946 1982-1999 –> 2000-2012 1.8311731 6205.544584
Indian (27.75,27.85] cstar_tref ~ sal + aou + silicate + phosphate_star 1.0254844 2790.455315 5.2846626 1982-1999 –> 2000-2012 1.8904480 6366.745630
Indian (27.75,27.85] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.0042073 2752.115581 4.8698334 1982-1999 –> 2000-2012 1.8286995 6196.326405
Indian (27.75,27.85] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.0031560 2750.100297 4.8101125 1982-1999 –> 2000-2012 1.8283654 6196.744007
Indian (27.75,27.85] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.0010372 2746.032334 5.3963822 1982-1999 –> 2000-2012 1.8651032 6321.417379
Indian (27.75,27.85] cstar_tref ~ sal + temp + silicate + phosphate 1.0394671 2816.512203 6.2228691 1982-1999 –> 2000-2012 1.9072226 6401.819268
Indian (27.75,27.85] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.0038668 2751.463113 4.8508633 1982-1999 –> 2000-2012 1.8278612 6193.984046
Indian (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.0265153 2794.388478 5.0504098 1982-1999 –> 2000-2012 1.9173551 6455.155932
Indian (27.75,27.85] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.0264700 2794.303667 5.0591238 1982-1999 –> 2000-2012 1.9162411 6451.712177
Indian (27.75,27.85] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.1970506 1702.331946 4.4500101 2000-2012 –> 2013-2019 2.2236271 4496.835307
Indian (27.75,27.85] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.1793912 1686.637392 4.4909805 2000-2012 –> 2013-2019 2.1920821 4454.938755
Indian (27.75,27.85] cstar_tref ~ sal + aou + silicate + phosphate 1.1920214 1695.886007 4.8184638 2000-2012 –> 2013-2019 2.2069015 4466.342272
Indian (27.75,27.85] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.1916518 1697.558598 4.8208171 2000-2012 –> 2013-2019 2.1952885 4448.580587
Indian (27.75,27.85] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.1781233 1685.501549 4.4956042 2000-2012 –> 2013-2019 2.1817319 4436.469724
Indian (27.75,27.85] cstar_tref ~ sal + silicate + phosphate + phosphate_star 1.2055293 1707.785231 4.8663764 2000-2012 –> 2013-2019 2.2111273 4460.563523
Indian (27.75,27.85] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.1919529 1697.825329 4.8240378 2000-2012 –> 2013-2019 2.1961602 4449.940911
Indian (27.75,27.85] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.1859671 1692.508947 4.8435046 2000-2012 –> 2013-2019 2.1891231 4442.609244
Indian (27.75,27.85] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.1889961 1695.202589 4.7403780 2000-2012 –> 2013-2019 2.1928629 4446.665703
Indian (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.1971138 1702.387762 4.4295037 2000-2012 –> 2013-2019 2.2236291 4496.776241
Indian (27.85,27.95] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.3185073 4218.688122 5.9982080 1982-1999 –> 2000-2012 2.4460273 9111.188373
Indian (27.85,27.95] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.3396737 4258.184267 6.9883643 1982-1999 –> 2000-2012 2.3596088 8832.791965
Indian (27.85,27.95] cstar_tref ~ sal + aou + silicate + phosphate_star 1.3968229 4359.784355 6.6702176 1982-1999 –> 2000-2012 2.5688433 9372.990576
Indian (27.85,27.95] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.4304360 4420.756199 5.8813234 1982-1999 –> 2000-2012 2.6575435 9581.562722
Indian (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.3351233 4249.746200 7.1233510 1982-1999 –> 2000-2012 2.3405135 8778.822500
Indian (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.3369440 4253.125775 7.0585026 1982-1999 –> 2000-2012 2.3449250 8790.360425
Indian (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.2898127 4164.120233 6.7482023 1982-1999 –> 2000-2012 2.2902343 8677.491498
Indian (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.5046221 4546.151104 10.6493474 1982-1999 –> 2000-2012 2.5823349 9295.432381
Indian (27.85,27.95] cstar_tref ~ sal + temp + silicate + phosphate 1.4409132 4436.854715 8.6822585 1982-1999 –> 2000-2012 2.4475661 8967.909870
Indian (27.85,27.95] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.3357521 4250.913961 7.0950712 1982-1999 –> 2000-2012 2.3409034 8779.236794
Indian (27.85,27.95] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.5320678 2516.575069 5.6751624 2000-2012 –> 2013-2019 2.8505750 6735.263191
Indian (27.85,27.95] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.5694326 2549.249017 4.6630075 2000-2012 –> 2013-2019 2.9091063 6807.433285
Indian (27.85,27.95] cstar_tref ~ sal + aou + silicate + phosphate_star 1.5975532 2571.330314 4.7815031 2000-2012 –> 2013-2019 2.9943761 6931.114669
Indian (27.85,27.95] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.6251090 2596.520177 4.5989348 2000-2012 –> 2013-2019 3.0555450 7017.276376
Indian (27.85,27.95] cstar_tref ~ sal + silicate + phosphate + phosphate_star 1.6531054 2617.681622 4.7509522 2000-2012 –> 2013-2019 3.1083972 7079.161097
Indian (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.5660190 2546.296468 4.7614132 2000-2012 –> 2013-2019 2.9011423 6796.042669
Indian (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.5678084 2547.844956 4.7014620 2000-2012 –> 2013-2019 2.9047523 6800.970731
Indian (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.5820937 2560.144393 8.9054498 2000-2012 –> 2013-2019 2.8719064 6724.264626
Indian (27.85,27.95] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.5667110 2546.895546 4.7377397 2000-2012 –> 2013-2019 2.9024631 6797.809506
Indian (27.85,27.95] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.6933551 2652.301878 7.0319964 2000-2012 –> 2013-2019 3.1768742 7163.423705
Indian (27.95,28.05] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.0770584 3941.042834 6.0936099 1982-1999 –> 2000-2012 1.9803800 9066.018671
Indian (27.95,28.05] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.1759365 4172.038879 5.6019793 1982-1999 –> 2000-2012 2.0867396 9329.017729
Indian (27.95,28.05] cstar_tref ~ sal + aou + silicate + phosphate_star 1.1917951 4205.269971 5.4087466 1982-1999 –> 2000-2012 2.1822868 9685.682492
Indian (27.95,28.05] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.2544346 4341.989731 4.5584745 1982-1999 –> 2000-2012 2.3326624 10153.708186
Indian (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.1776987 4175.977219 5.6320933 1982-1999 –> 2000-2012 2.0863684 9323.857009
Indian (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.1764089 4173.095269 5.6098404 1982-1999 –> 2000-2012 2.0858038 9324.070508
Indian (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.1110880 4022.851836 10.5099115 1982-1999 –> 2000-2012 1.9787963 8991.762636
Indian (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.2726795 4379.965828 7.9644165 1982-1999 –> 2000-2012 2.2290325 9726.290059
Indian (27.95,28.05] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.1770803 4174.595775 5.6199551 1982-1999 –> 2000-2012 2.0859931 9323.513349
Indian (27.95,28.05] cstar_tref ~ sal + temp + silicate + phosphate_star 1.3212435 4476.456283 6.4616190 1982-1999 –> 2000-2012 2.3074274 9939.957289
Indian (27.95,28.05] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.3005366 2563.480640 4.8940077 2000-2012 –> 2013-2019 2.3775950 6504.523474
Indian (27.95,28.05] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.4549766 2733.595400 7.1895066 2000-2012 –> 2013-2019 2.6309131 6905.634278
Indian (27.95,28.05] cstar_tref ~ sal + aou + silicate + phosphate_star 1.4554077 2732.044541 7.2141854 2000-2012 –> 2013-2019 2.6472029 6937.314513
Indian (27.95,28.05] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.4329113 2710.428476 5.4101147 2000-2012 –> 2013-2019 2.6873458 7052.418207
Indian (27.95,28.05] cstar_tref ~ sal + silicate + phosphate + phosphate_star 1.5110396 2788.912380 7.4669380 2000-2012 –> 2013-2019 2.7827437 7164.861883
Indian (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.4609519 2739.808558 7.2035456 2000-2012 –> 2013-2019 2.6386507 6915.785777
Indian (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.4552253 2733.854458 7.1983300 2000-2012 –> 2013-2019 2.6316342 6906.949727
Indian (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.3778871 2651.066442 10.2678521 2000-2012 –> 2013-2019 2.4889751 6673.918279
Indian (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.6092773 2886.401175 10.0951313 2000-2012 –> 2013-2019 2.8819568 7266.367002
Indian (27.95,28.05] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.4581349 2736.882534 7.2003909 2000-2012 –> 2013-2019 2.6352152 6911.478309
Indian (28.05,28.1] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.9062100 2480.608736 3.4989649 1982-1999 –> 2000-2012 1.6214275 5412.117422
Indian (28.05,28.1] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.7937438 2233.079325 3.0944323 1982-1999 –> 2000-2012 1.4547312 4952.318909
Indian (28.05,28.1] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.8983503 2464.336484 3.2065467 1982-1999 –> 2000-2012 1.6334826 5469.777822
Indian (28.05,28.1] cstar_tref ~ sal + aou + silicate + phosphate_star 0.8984610 2462.566781 3.1889721 1982-1999 –> 2000-2012 1.6336335 5466.155078
Indian (28.05,28.1] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.8388175 2336.253440 3.2890506 1982-1999 –> 2000-2012 1.5299930 5175.714969
Indian (28.05,28.1] cstar_tref ~ sal + silicate + phosphate + phosphate_star 0.9143056 2495.222204 3.5015326 1982-1999 –> 2000-2012 1.6593343 5534.661868
Indian (28.05,28.1] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.9021718 2472.266034 3.2064819 1982-1999 –> 2000-2012 1.6397762 5486.744693
Indian (28.05,28.1] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.8984562 2464.556800 3.1927583 1982-1999 –> 2000-2012 1.6334253 5469.400070
Indian (28.05,28.1] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 0.8469596 2354.298180 7.2620347 1982-1999 –> 2000-2012 1.5080109 5073.797458
Indian (28.05,28.1] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.9001217 2468.016297 3.1982682 1982-1999 –> 2000-2012 1.6365751 5478.291120
Indian (28.05,28.1] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.0103720 1569.031774 3.9549231 2000-2012 –> 2013-2019 1.9165821 4049.640510
Indian (28.05,28.1] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.9172015 1463.771402 2.8884450 2000-2012 –> 2013-2019 1.7109453 3696.850727
Indian (28.05,28.1] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.0657749 1627.113096 3.0417312 2000-2012 –> 2013-2019 1.9641252 4091.449580
Indian (28.05,28.1] cstar_tref ~ sal + aou + silicate + phosphate_star 1.0660619 1625.406023 3.0063475 2000-2012 –> 2013-2019 1.9645230 4087.972804
Indian (28.05,28.1] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.9350802 1484.775295 3.4796617 2000-2012 –> 2013-2019 1.7738976 3821.028735
Indian (28.05,28.1] cstar_tref ~ sal + silicate + phosphate + phosphate_star 1.0770272 1636.539764 3.2861374 2000-2012 –> 2013-2019 1.9913327 4131.761969
Indian (28.05,28.1] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.0718687 1633.316243 3.0796735 2000-2012 –> 2013-2019 1.9740405 4105.582277
Indian (28.05,28.1] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.0651318 1626.456293 3.0685457 2000-2012 –> 2013-2019 1.9635880 4091.013093
Indian (28.05,28.1] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 0.9507095 1502.810306 5.8135214 2000-2012 –> 2013-2019 1.7976692 3857.108485
Indian (28.05,28.1] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.0680901 1629.473989 3.0721086 2000-2012 –> 2013-2019 1.9682118 4097.490286
Indian (28.1, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.9582985 17810.109371 3.7140034 1982-1999 –> 2000-2012 1.7878716 39863.815650
Indian (28.1, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.9369373 17518.629077 3.9556882 1982-1999 –> 2000-2012 1.6864674 37757.333902
Indian (28.1, Inf] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.0422781 18896.290443 3.7607367 1982-1999 –> 2000-2012 1.9337643 42237.553164
Indian (28.1, Inf] cstar_tref ~ sal + nitrate + silicate + phosphate 0.9979506 18332.349700 4.2582106 1982-1999 –> 2000-2012 1.8276646 40387.092500
Indian (28.1, Inf] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.9064324 17090.647156 3.1142749 1982-1999 –> 2000-2012 1.7162464 38713.134172
Indian (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.0421623 18894.854224 3.7620717 1982-1999 –> 2000-2012 1.9333441 42230.007926
Indian (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.0422940 18896.488190 3.7624540 1982-1999 –> 2000-2012 1.9334882 42231.888936
Indian (28.1, Inf] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 0.8801113 16709.624719 2.9479946 1982-1999 –> 2000-2012 1.6307313 36974.322306
Indian (28.1, Inf] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.0406577 18876.172956 3.6654635 1982-1999 –> 2000-2012 1.9316772 42208.068232
Indian (28.1, Inf] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.0422926 18896.470415 3.7626088 1982-1999 –> 2000-2012 1.9334789 42231.714538
Indian (28.1, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.1145653 10608.066917 4.0457681 2000-2012 –> 2013-2019 2.0728638 28418.176289
Indian (28.1, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.1532448 10844.689138 4.3819890 2000-2012 –> 2013-2019 2.0901821 28363.318215
Indian (28.1, Inf] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.2410301 11353.529958 3.9047385 2000-2012 –> 2013-2019 2.2833082 30249.820401
Indian (28.1, Inf] cstar_tref ~ sal + nitrate + silicate + phosphate 1.2026792 11133.808622 4.7888304 2000-2012 –> 2013-2019 2.2006299 29466.158322
Indian (28.1, Inf] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.0509248 10200.272287 3.5179283 2000-2012 –> 2013-2019 1.9573572 27290.919443
Indian (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.2409801 11353.250436 3.9044820 2000-2012 –> 2013-2019 2.2831424 30248.104660
Indian (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.2410838 11353.829934 3.9069136 2000-2012 –> 2013-2019 2.2833778 30250.318124
Indian (28.1, Inf] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.0615236 10269.873142 4.4799119 2000-2012 –> 2013-2019 1.9416349 26979.497862
Indian (28.1, Inf] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.2395958 11345.508850 3.8458960 2000-2012 –> 2013-2019 2.2802534 30221.681806
Indian (28.1, Inf] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.2410824 11353.821951 3.9069885 2000-2012 –> 2013-2019 2.2833750 30250.292366
N_Atlantic (-Inf,26] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.8573924 421.355425 3.0513749 1982-1999 –> 2000-2012 2.1297135 1122.504909
N_Atlantic (-Inf,26] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.9428298 451.942238 4.4677938 1982-1999 –> 2000-2012 2.2124554 1152.213716
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.8647919 424.122420 3.1606278 1982-1999 –> 2000-2012 2.1422646 1126.944840
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.8664748 424.748455 3.1809076 1982-1999 –> 2000-2012 2.1450581 1127.930589
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.9280509 446.854873 3.2091797 1982-1999 –> 2000-2012 2.2347687 1159.048111
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.9697296 461.000581 3.5372951 1982-1999 –> 2000-2012 2.2371321 1160.546504
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.9535185 455.572143 4.6968012 1982-1999 –> 2000-2012 2.2283922 1157.551409
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.9564772 456.569760 4.7544975 1982-1999 –> 2000-2012 2.2324913 1158.919162
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.8711838 426.493669 3.2227909 1982-1999 –> 2000-2012 2.1518268 1130.342220
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.9586942 457.315237 4.7870149 1982-1999 –> 2000-2012 2.2365551 1160.263430
N_Atlantic (-Inf,26] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.0611865 229.835619 2.7322797 2000-2012 –> 2013-2019 1.9185789 651.191043
N_Atlantic (-Inf,26] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.1847379 245.915172 3.4185016 2000-2012 –> 2013-2019 2.1275677 697.857410
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate 1.1272652 236.655026 2.6790612 2000-2012 –> 2013-2019 2.0651737 684.912102
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.0643052 230.264067 2.8133351 2000-2012 –> 2013-2019 1.9290971 654.386488
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.0653605 230.408759 2.8291991 2000-2012 –> 2013-2019 1.9318353 655.157214
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.1231057 238.115299 2.6207626 2000-2012 –> 2013-2019 2.0511565 684.970172
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.1939719 247.048712 3.5823926 2000-2012 –> 2013-2019 2.1474904 702.620855
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.1968220 247.396801 3.6286716 2000-2012 –> 2013-2019 2.1532992 703.966561
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.0686693 230.861499 2.8696619 2000-2012 –> 2013-2019 1.9398531 657.355168
N_Atlantic (-Inf,26] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.1987483 247.631600 3.6513562 2000-2012 –> 2013-2019 2.1574425 704.946837
N_Atlantic (26,26.5] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.6799425 2548.509140 6.9925013 1982-1999 –> 2000-2012 3.3773223 6267.651371
N_Atlantic (26,26.5] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.4283153 2336.267894 6.4506739 1982-1999 –> 2000-2012 3.1739717 6108.751480
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.6611071 2533.761089 7.2132823 1982-1999 –> 2000-2012 3.3561861 6250.323411
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.6602515 2533.087200 7.2244681 1982-1999 –> 2000-2012 3.3561095 6250.523425
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.4614515 2366.266182 9.1077221 1982-1999 –> 2000-2012 3.2858697 6222.686022
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.4215912 2330.095647 6.6379051 1982-1999 –> 2000-2012 3.1733408 6109.206637
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.4216774 2330.174985 6.6681653 1982-1999 –> 2000-2012 3.1760583 6112.140703
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.6576963 2531.072545 7.3087832 1982-1999 –> 2000-2012 3.3576639 6253.112307
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.5606738 2452.185487 6.8028040 1982-1999 –> 2000-2012 3.5003849 6425.155881
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.4218030 2330.290505 6.6812655 1982-1999 –> 2000-2012 3.1773880 6113.561236
N_Atlantic (26,26.5] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.4327347 1202.053714 5.3972919 2000-2012 –> 2013-2019 2.8610500 3538.321608
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.7704302 1343.427625 4.8154855 2000-2012 –> 2013-2019 3.4306818 3876.514825
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.3821080 1178.022342 4.9487535 2000-2012 –> 2013-2019 2.8435595 3544.288524
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + silicate 1.6410636 1290.741094 7.7430550 2000-2012 –> 2013-2019 3.3561119 3864.301889
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.4187606 1195.506429 5.2319473 2000-2012 –> 2013-2019 2.8403518 3525.602076
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.4177816 1195.045350 5.2067354 2000-2012 –> 2013-2019 2.8394591 3525.220335
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.7644177 1341.155175 4.8621964 2000-2012 –> 2013-2019 3.4221140 3872.227721
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.5141009 1238.951915 5.6502930 2000-2012 –> 2013-2019 3.0747747 3691.137402
N_Atlantic (26,26.5] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.4175477 1194.935104 5.1981558 2000-2012 –> 2013-2019 2.8393507 3525.225609
N_Atlantic (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.6210736 1284.554140 7.3127300 2000-2012 –> 2013-2019 3.3082990 3838.721447
N_Atlantic (26.5,26.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2.0367713 3260.583892 8.5312296 1982-1999 –> 2000-2012 3.8704262 7649.123272
N_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.7232831 3005.870754 9.1670915 1982-1999 –> 2000-2012 3.4026965 7204.618231
N_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.1223176 3323.285581 6.9928159 1982-1999 –> 2000-2012 4.1245312 7901.780050
N_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.1171278 3319.554340 6.9799712 1982-1999 –> 2000-2012 4.1148847 7893.235572
N_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.9704042 3210.098070 8.3675843 1982-1999 –> 2000-2012 3.7457616 7528.849174
N_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.9500718 3194.290364 8.1819782 1982-1999 –> 2000-2012 3.7060784 7489.368961
N_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 2.0657943 3282.146910 6.9761137 1982-1999 –> 2000-2012 4.0496099 7840.701788
N_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate_star 2.1404870 3334.277174 6.5189362 1982-1999 –> 2000-2012 4.1427129 7910.785007
N_Atlantic (26.5,26.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.9203814 3170.908589 8.2743205 1982-1999 –> 2000-2012 3.6512543 7434.847640
N_Atlantic (26.5,26.75] cstar_tref ~ temp + silicate + phosphate + phosphate_star 2.1328009 3328.794964 6.5144304 1982-1999 –> 2000-2012 4.1306226 7900.546196
N_Atlantic (26.5,26.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2.1836151 1729.937871 5.9303749 2000-2012 –> 2013-2019 4.2203864 4990.521763
N_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.9172810 1628.480342 7.2138104 2000-2012 –> 2013-2019 3.6405641 4634.351096
N_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.2687523 1759.771485 6.5294673 2000-2012 –> 2013-2019 4.3910699 5083.057066
N_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.2611656 1757.158804 6.4996456 2000-2012 –> 2013-2019 4.3782935 5076.713144
N_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate 2.1979492 1733.041372 7.7042766 2000-2012 –> 2013-2019 4.3345967 5064.582368
N_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.1062426 1701.798432 5.7387818 2000-2012 –> 2013-2019 4.0766468 4911.896502
N_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.0842535 1693.612461 5.5598706 2000-2012 –> 2013-2019 4.0343253 4887.902825
N_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 2.1854448 1730.591182 6.3580338 2000-2012 –> 2013-2019 4.2512392 5012.738092
N_Atlantic (26.5,26.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.0483611 1680.063274 5.7285097 2000-2012 –> 2013-2019 3.9687425 4850.971863
N_Atlantic (26.5,26.75] cstar_tref ~ temp + silicate + phosphate + phosphate_star 2.2613763 1755.231487 6.4739570 2000-2012 –> 2013-2019 4.3941773 5084.026451
N_Atlantic (26.75,27] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.5319364 4838.061444 8.5657454 1982-1999 –> 2000-2012 2.7470824 10242.162654
N_Atlantic (26.75,27] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.4480404 4690.837337 18.4769666 1982-1999 –> 2000-2012 2.7142322 10232.378116
N_Atlantic (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate 1.4509095 4694.011516 18.5143260 1982-1999 –> 2000-2012 2.7178268 10235.465727
N_Atlantic (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.3955735 4594.365800 9.5337036 1982-1999 –> 2000-2012 2.6004009 9969.983734
N_Atlantic (26.75,27] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.5108606 4801.849361 17.0233792 1982-1999 –> 2000-2012 2.7859325 10366.732516
N_Atlantic (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.4354050 4667.927880 17.1838246 1982-1999 –> 2000-2012 2.6365350 10033.280386
N_Atlantic (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.4685014 4727.514980 20.5679499 1982-1999 –> 2000-2012 2.6707519 10095.981700
N_Atlantic (26.75,27] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.5070917 4795.320546 23.8497602 1982-1999 –> 2000-2012 2.7113496 10169.359363
N_Atlantic (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.5635774 4891.501702 14.1630824 1982-1999 –> 2000-2012 2.7623056 10250.168706
N_Atlantic (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.5762621 4912.622462 15.6327395 1982-1999 –> 2000-2012 2.7749135 10271.075389
N_Atlantic (26.75,27] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.5552182 2417.836310 5.8964255 2000-2012 –> 2013-2019 3.0032586 7108.673648
N_Atlantic (26.75,27] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.5481643 2411.962863 6.0875603 2000-2012 –> 2013-2019 3.0473014 7193.449806
N_Atlantic (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate 1.5559587 2416.451315 5.9276198 2000-2012 –> 2013-2019 3.0068682 7110.462831
N_Atlantic (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.5412378 2406.169544 6.4196637 2000-2012 –> 2013-2019 2.9368114 7000.535343
N_Atlantic (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate_star 1.5482440 2410.029395 6.0669195 2000-2012 –> 2013-2019 3.0480093 7190.611435
N_Atlantic (26.75,27] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.5414656 2406.360431 6.3519762 2000-2012 –> 2013-2019 3.0922961 7276.464467
N_Atlantic (26.75,27] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.5624998 2423.871356 6.1161463 2000-2012 –> 2013-2019 3.0733604 7225.720717
N_Atlantic (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.5517056 2414.914892 6.2094500 2000-2012 –> 2013-2019 2.9871106 7082.842771
N_Atlantic (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.5476991 2411.574654 6.1715733 2000-2012 –> 2013-2019 3.0162005 7139.089634
N_Atlantic (26.75,27] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.5399502 2405.089652 6.1626520 2000-2012 –> 2013-2019 3.0470419 7200.410198
N_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate 1.6813807 4862.261700 10.5966300 1982-1999 –> 2000-2012 3.2529060 11213.159663
N_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.6801358 4862.408483 10.3125854 1982-1999 –> 2000-2012 3.1633901 11019.452479
N_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.6809202 4863.576350 10.8218011 1982-1999 –> 2000-2012 3.2501494 11211.520635
N_Atlantic (27,27.25] cstar_tref ~ sal + aou + silicate + phosphate 1.7193101 4918.075807 8.1544004 1982-1999 –> 2000-2012 3.2191597 11110.815531
N_Atlantic (27,27.25] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.7190087 4919.637142 8.1075164 1982-1999 –> 2000-2012 3.1534546 10963.318899
N_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.6663587 4841.807598 10.9688886 1982-1999 –> 2000-2012 3.0532657 10771.305115
N_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.7186324 4919.089385 8.1053990 1982-1999 –> 2000-2012 3.1388255 10928.939311
N_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.7186146 4919.063509 8.1086335 1982-1999 –> 2000-2012 3.1543005 10965.672830
N_Atlantic (27,27.25] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.7210829 4922.654350 9.6836934 1982-1999 –> 2000-2012 3.1767518 11016.095161
N_Atlantic (27,27.25] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.8468256 5099.081873 14.5834833 1982-1999 –> 2000-2012 3.3366375 11271.071210
N_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate 2.0013618 3071.285722 12.4150924 2000-2012 –> 2013-2019 3.6827425 7933.547422
N_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.9668929 3048.129999 11.0539327 2000-2012 –> 2013-2019 3.6470287 7910.538482
N_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.9908759 3065.679165 11.1589646 2000-2012 –> 2013-2019 3.6717961 7929.255515
N_Atlantic (27,27.25] cstar_tref ~ sal + aou + silicate + phosphate 2.0427212 3100.904550 14.7067058 2000-2012 –> 2013-2019 3.7620313 8018.980358
N_Atlantic (27,27.25] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2.0006967 3072.804418 16.0337117 2000-2012 –> 2013-2019 3.7197054 7992.441561
N_Atlantic (27,27.25] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.9529999 3037.865834 12.4897006 2000-2012 –> 2013-2019 3.7022768 8001.174635
N_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.9859901 3062.121246 13.5643829 2000-2012 –> 2013-2019 3.6523488 7903.928844
N_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + silicate + phosphate 2.0148987 3083.046774 15.7673747 2000-2012 –> 2013-2019 3.7335311 8002.136159
N_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.0138219 3082.272735 15.7325172 2000-2012 –> 2013-2019 3.7324365 8001.336244
N_Atlantic (27,27.25] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.0078233 3077.953141 15.7359923 2000-2012 –> 2013-2019 3.7289062 8000.607490
N_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.1938490 6222.142553 16.6438812 1982-1999 –> 2000-2012 4.1645926 14491.310013
N_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2.1913832 6218.975638 14.0143898 1982-1999 –> 2000-2012 4.3040160 14761.789761
N_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2.1827274 6207.830638 16.3355351 1982-1999 –> 2000-2012 4.0239831 14209.495202
N_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate 2.2057351 6235.358207 15.7943305 1982-1999 –> 2000-2012 4.1427118 14434.501406
N_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.1720973 6194.083008 16.4141422 1982-1999 –> 2000-2012 4.1034065 14383.692838
N_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.1898104 6216.953834 16.9939277 1982-1999 –> 2000-2012 4.1230845 14410.566178
N_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 2.2054023 6236.933267 15.9964957 1982-1999 –> 2000-2012 4.0857134 14321.212416
N_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2.1050305 6105.764014 15.1061150 1982-1999 –> 2000-2012 4.0459631 14314.937613
N_Atlantic (27.25,27.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.4704374 6556.507864 17.9334255 1982-1999 –> 2000-2012 4.2842168 14498.994434
N_Atlantic (27.25,27.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.4624904 6547.434607 19.3043123 1982-1999 –> 2000-2012 4.2891282 14517.726228
N_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + phosphate 2.7067377 3798.222391 18.7367684 2000-2012 –> 2013-2019 4.9090161 10029.164092
N_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.6735068 3780.852754 16.6971778 2000-2012 –> 2013-2019 4.8673558 10002.995307
N_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + phosphate_star 2.8069279 3855.213701 20.0156757 2000-2012 –> 2013-2019 5.0018876 10076.781526
N_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2.6743506 3781.347522 16.4545625 2000-2012 –> 2013-2019 4.8657337 10000.323160
N_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2.8056050 3856.474523 19.7433137 2000-2012 –> 2013-2019 4.9883324 10064.305161
N_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate 2.8761258 3893.400093 18.2488134 2000-2012 –> 2013-2019 5.0818609 10128.758300
N_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.7041300 3798.710999 18.5983225 2000-2012 –> 2013-2019 4.8762273 9992.794007
N_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.7745669 3839.031227 20.3233742 2000-2012 –> 2013-2019 4.9643772 10055.985061
N_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 2.8501776 3881.189535 19.8350501 2000-2012 –> 2013-2019 5.0555799 10118.122802
N_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2.5608288 3713.334576 12.0683079 2000-2012 –> 2013-2019 4.6658593 9819.098591
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.6508224 10345.677387 22.3473809 1982-1999 –> 2000-2012 4.8422620 23545.404539
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 2.4741659 10048.017435 26.6357624 1982-1999 –> 2000-2012 4.5253079 22851.831668
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + phosphate_star 2.6594499 10357.701621 20.2763537 1982-1999 –> 2000-2012 4.8634037 23589.503420
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.6274091 10307.387139 18.7730904 1982-1999 –> 2000-2012 4.8293243 23535.651017
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2.6758093 10386.169876 17.7079808 1982-1999 –> 2000-2012 4.8957290 23663.164526
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + nitrate + phosphate_star 2.6776736 10387.175860 18.7267430 1982-1999 –> 2000-2012 4.8976978 23662.452313
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.6649648 10368.642387 17.1632289 1982-1999 –> 2000-2012 4.8848694 23645.596532
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + phosphate + phosphate_star 2.6840639 10397.463672 19.8709039 1982-1999 –> 2000-2012 4.9063170 23678.745138
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.6687444 10374.759335 18.6137240 1982-1999 –> 2000-2012 4.8909804 23657.994477
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate_star 2.7759943 10542.813545 21.8617097 1982-1999 –> 2000-2012 5.0279217 23903.471981
N_Atlantic (27.5,27.75] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.9765805 5916.846633 17.7077682 2000-2012 –> 2013-2019 5.7047508 16386.657456
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.9060766 5860.466224 19.0301609 2000-2012 –> 2013-2019 5.5568990 16206.143611
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 2.6134221 5610.816965 20.0605174 2000-2012 –> 2013-2019 5.0875880 15658.834400
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + phosphate_star 3.0063042 5938.216861 14.0831591 2000-2012 –> 2013-2019 5.6657541 16295.918482
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.9681239 5910.154964 14.4482700 2000-2012 –> 2013-2019 5.5955331 16217.542103
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3.0294250 5958.236349 15.3870163 2000-2012 –> 2013-2019 5.7052344 16344.406225
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + nitrate + phosphate_star 3.0506040 5972.622154 14.4683210 2000-2012 –> 2013-2019 5.7282776 16359.798014
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 3.0439401 5969.478730 14.6453643 2000-2012 –> 2013-2019 5.7089049 16338.121117
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + phosphate + phosphate_star 3.0401753 5964.567955 14.3522640 2000-2012 –> 2013-2019 5.7242392 16362.031627
N_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 3.0258114 5955.429120 14.5853574 2000-2012 –> 2013-2019 5.6945559 16330.188455
N_Atlantic (27.75,27.85] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.8832926 2447.624766 12.8899074 1982-1999 –> 2000-2012 3.8261434 5544.605220
N_Atlantic (27.75,27.85] cstar_tref ~ aou + nitrate + silicate + phosphate_star 1.8833381 2445.653402 12.9750688 1982-1999 –> 2000-2012 3.8550155 5562.431719
N_Atlantic (27.75,27.85] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.8809103 2446.123537 13.5661554 1982-1999 –> 2000-2012 3.8493239 5562.449966
N_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 1.8925620 2453.447823 14.3424409 1982-1999 –> 2000-2012 3.7936036 5518.231729
N_Atlantic (27.75,27.85] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 1.8895686 2451.570511 13.1638466 1982-1999 –> 2000-2012 3.8007963 5524.263271
N_Atlantic (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.9059221 2461.790727 12.8266005 1982-1999 –> 2000-2012 3.8660125 5571.845799
N_Atlantic (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.8811033 2446.245268 12.3764643 1982-1999 –> 2000-2012 3.8340855 5550.923415
N_Atlantic (27.75,27.85] cstar_tref ~ temp + aou + phosphate + phosphate_star 1.8948954 2452.909186 13.6865312 1982-1999 –> 2000-2012 3.8065146 5523.905168
N_Atlantic (27.75,27.85] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.8597819 2432.725748 13.6377934 1982-1999 –> 2000-2012 3.7645800 5500.431264
N_Atlantic (27.75,27.85] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.9375158 2481.289373 12.9122487 1982-1999 –> 2000-2012 3.9207701 5608.732240
N_Atlantic (27.75,27.85] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.8875038 1127.373020 15.8703733 2000-2012 –> 2013-2019 3.7707965 3574.997786
N_Atlantic (27.75,27.85] cstar_tref ~ aou + nitrate + silicate + phosphate_star 1.8932408 1127.017917 14.9527022 2000-2012 –> 2013-2019 3.7765789 3572.671319
N_Atlantic (27.75,27.85] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.8884604 1127.647636 15.4171453 2000-2012 –> 2013-2019 3.7693707 3573.771173
N_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 1.8730695 1123.212245 15.1298499 2000-2012 –> 2013-2019 3.7656315 3576.660068
N_Atlantic (27.75,27.85] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 1.8786608 1124.827766 14.3692325 2000-2012 –> 2013-2019 3.7682295 3576.398277
N_Atlantic (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.9133868 1134.754870 16.2891446 2000-2012 –> 2013-2019 3.8193090 3596.545598
N_Atlantic (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.8924712 1128.797543 15.3394807 2000-2012 –> 2013-2019 3.7735746 3575.042812
N_Atlantic (27.75,27.85] cstar_tref ~ temp + aou + phosphate + phosphate_star 1.8830057 1124.079838 14.5507968 2000-2012 –> 2013-2019 3.7779011 3576.989024
N_Atlantic (27.75,27.85] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.8635973 1120.464387 14.3776015 2000-2012 –> 2013-2019 3.7233793 3553.190135
N_Atlantic (27.75,27.85] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.9525063 1145.724378 16.9310531 2000-2012 –> 2013-2019 3.8900221 3627.013752
N_Atlantic (27.85,27.95] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.6833311 2660.597268 16.9646804 1982-1999 –> 2000-2012 5.3002142 6384.074454
N_Atlantic (27.85,27.95] cstar_tref ~ sal + aou + phosphate + phosphate_star 2.7814048 2698.084126 14.6214518 1982-1999 –> 2000-2012 5.5117299 6485.677773
N_Atlantic (27.85,27.95] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2.2727348 2477.914635 11.4564489 1982-1999 –> 2000-2012 4.2859295 5792.789085
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.8259182 2717.549043 18.1709916 1982-1999 –> 2000-2012 5.5727257 6516.519802
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + silicate 2.2455652 2464.685344 13.9857754 1982-1999 –> 2000-2012 4.4072164 5890.410731
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 2.7812178 2700.010162 14.5499570 1982-1999 –> 2000-2012 5.3162891 6374.001894
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate 2.2478095 2465.784188 16.6277550 1982-1999 –> 2000-2012 4.3567631 5853.057402
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.3154092 2498.377473 17.8850124 1982-1999 –> 2000-2012 4.4484869 5903.371315
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.6257194 2636.722800 20.8440755 1982-1999 –> 2000-2012 4.8621624 6115.442424
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.4207932 2547.337180 19.1439345 1982-1999 –> 2000-2012 4.5819615 5972.714442
N_Atlantic (27.85,27.95] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.6457373 1468.268089 14.2390076 2000-2012 –> 2013-2019 5.3290684 4128.865356
N_Atlantic (27.85,27.95] cstar_tref ~ sal + aou + phosphate + phosphate_star 2.7417184 1487.934236 13.9978251 2000-2012 –> 2013-2019 5.5231232 4186.018362
N_Atlantic (27.85,27.95] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.9432346 1280.641817 8.4329798 2000-2012 –> 2013-2019 4.2159694 3758.556453
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.8144461 1505.852042 15.1373981 2000-2012 –> 2013-2019 5.6403643 4223.401085
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + silicate 2.1475699 1341.431482 8.8177408 2000-2012 –> 2013-2019 4.3931351 3806.116826
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 2.2790915 1377.570995 8.2486910 2000-2012 –> 2013-2019 5.0603093 4077.581157
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate 2.1278901 1335.834245 9.8590572 2000-2012 –> 2013-2019 4.3756996 3801.618433
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.1695228 1347.615041 10.0939822 2000-2012 –> 2013-2019 4.4849321 3845.992515
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.3147769 1387.017118 11.1900031 2000-2012 –> 2013-2019 4.9404963 4023.739918
N_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.2156512 1360.406811 10.4258333 2000-2012 –> 2013-2019 4.6364444 3907.743992
N_Atlantic (27.95,28.05] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.2168777 2587.874504 25.4948068 1982-1999 –> 2000-2012 4.1244655 5934.426295
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.1073309 2528.987156 23.0252102 1982-1999 –> 2000-2012 3.9896736 5854.036588
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.0491041 2496.428463 21.4130928 1982-1999 –> 2000-2012 3.9199182 5811.562424
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.7700890 2846.744510 36.3145209 1982-1999 –> 2000-2012 5.4871824 6764.205493
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2.0686493 2507.459571 22.0608616 1982-1999 –> 2000-2012 3.9448031 5827.193673
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + nitrate + phosphate_star 2.3621904 2659.649367 24.8386906 1982-1999 –> 2000-2012 5.1435010 6612.812706
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.1161440 2533.836622 30.0595756 1982-1999 –> 2000-2012 3.9381406 5806.295148
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.7383275 2833.344180 35.8248567 1982-1999 –> 2000-2012 5.4349447 6738.595909
N_Atlantic (27.95,28.05] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 1.8248757 2361.763387 10.0212464 1982-1999 –> 2000-2012 3.8132076 5775.225952
N_Atlantic (27.95,28.05] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 2.0851039 2516.665898 16.5835692 1982-1999 –> 2000-2012 4.6157192 6319.371102
N_Atlantic (27.95,28.05] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.5102217 1090.742640 10.7898840 2000-2012 –> 2013-2019 3.7270994 3678.617145
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.5141168 1092.257238 10.7655921 2000-2012 –> 2013-2019 3.6214477 3621.244394
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.5223796 1095.457333 11.0496226 2000-2012 –> 2013-2019 3.5714836 3591.885796
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.8335704 1204.819751 8.3926961 2000-2012 –> 2013-2019 4.6036595 4051.564261
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.5184696 1093.945201 10.9269336 2000-2012 –> 2013-2019 3.5871188 3601.404771
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + nitrate + phosphate_star 1.8447603 1206.397290 12.0774591 2000-2012 –> 2013-2019 4.2069507 3866.046657
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.3131225 1008.511688 7.4852004 2000-2012 –> 2013-2019 3.4292665 3542.348309
N_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.8237030 1201.646856 8.1126688 2000-2012 –> 2013-2019 4.5620305 4034.991036
N_Atlantic (27.95,28.05] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 1.6448036 1140.937010 10.9501314 2000-2012 –> 2013-2019 3.4696794 3502.700397
N_Atlantic (27.95,28.05] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.8450141 1208.478162 6.9834841 2000-2012 –> 2013-2019 3.9301180 3725.144059
N_Atlantic (28.05,28.1] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.1601468 -224.555550 0.5458190 1982-1999 –> 2000-2012 0.2750816 -765.916287
N_Atlantic (28.05,28.1] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.1672730 -199.391468 0.4354800 1982-1999 –> 2000-2012 0.2921972 -678.579403
N_Atlantic (28.05,28.1] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.1632135 -213.591874 0.4378818 1982-1999 –> 2000-2012 0.2839883 -717.979103
N_Atlantic (28.05,28.1] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.1668030 -201.017823 0.6322096 1982-1999 –> 2000-2012 0.2972768 -647.780379
N_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.1621020 -217.541642 0.5590323 1982-1999 –> 2000-2012 0.2774636 -756.137227
N_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.1635816 -212.289683 0.5680874 1982-1999 –> 2000-2012 0.2793608 -748.190431
N_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.1615358 -219.564046 0.4355960 1982-1999 –> 2000-2012 0.2796236 -740.735834
N_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.1646356 -208.577655 0.5752967 1982-1999 –> 2000-2012 0.2809335 -741.143230
N_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.1336044 -329.293580 0.5945789 1982-1999 –> 2000-2012 0.2761459 -710.064410
N_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.1459557 -278.186962 0.5958345 1982-1999 –> 2000-2012 0.2818406 -694.635191
N_Atlantic (28.05,28.1] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.1889264 -74.590489 0.4721734 2000-2012 –> 2013-2019 0.3490732 -299.146039
N_Atlantic (28.05,28.1] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.2004548 -53.385534 0.5298249 2000-2012 –> 2013-2019 0.3636683 -266.977408
N_Atlantic (28.05,28.1] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.1893500 -73.788640 0.5074476 2000-2012 –> 2013-2019 0.3561530 -274.806462
N_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.1914540 -69.832574 0.4798075 2000-2012 –> 2013-2019 0.3535560 -287.374215
N_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.1932132 -66.557969 0.4895446 2000-2012 –> 2013-2019 0.3567949 -278.847651
N_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.1970505 -59.517717 0.5087606 2000-2012 –> 2013-2019 0.3585863 -279.081763
N_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.1922548 -68.338191 0.5014561 2000-2012 –> 2013-2019 0.3611820 -262.042033
N_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.1941049 -64.909631 0.4860105 2000-2012 –> 2013-2019 0.3587405 -273.487286
N_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.1337115 -198.341420 0.4418169 2000-2012 –> 2013-2019 0.2673159 -527.635000
N_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.1633180 -126.736094 0.4803986 2000-2012 –> 2013-2019 0.3092737 -404.923056
N_Atlantic (28.1,28.15] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.1164514 -654.447119 0.9555679 1982-1999 –> 2000-2012 0.2194067 -1643.656057
N_Atlantic (28.1,28.15] cstar_tref ~ sal + aou + nitrate + phosphate_star 0.1301652 -554.690938 0.8057747 1982-1999 –> 2000-2012 0.2430545 -1437.759926
N_Atlantic (28.1,28.15] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.0966550 -824.749606 0.6582063 1982-1999 –> 2000-2012 0.1884745 -1948.345992
N_Atlantic (28.1,28.15] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.0964311 -826.869070 0.7482236 1982-1999 –> 2000-2012 0.1872544 -1963.273220
N_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate 0.1252282 -590.032761 0.8299571 1982-1999 –> 2000-2012 0.2352489 -1503.318582
N_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.1168166 -651.585019 0.9600107 1982-1999 –> 2000-2012 0.2196624 -1642.043656
N_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.1169961 -650.181923 0.9615039 1982-1999 –> 2000-2012 0.2197875 -1641.260637
N_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.1006836 -787.425725 0.8501283 1982-1999 –> 2000-2012 0.1924281 -1911.981795
N_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.1175023 -646.235761 0.9702324 1982-1999 –> 2000-2012 0.2201622 -1638.818131
N_Atlantic (28.1,28.15] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.1183028 -640.030652 0.7762054 1982-1999 –> 2000-2012 0.2318945 -1513.816563
N_Atlantic (28.1,28.15] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.1095993 -350.313585 0.4808103 2000-2012 –> 2013-2019 0.2260507 -1004.760704
N_Atlantic (28.1,28.15] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.1049795 -370.123649 0.2829747 2000-2012 –> 2013-2019 0.2016345 -1194.873255
N_Atlantic (28.1,28.15] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.0999021 -392.927984 0.2888200 2000-2012 –> 2013-2019 0.1963332 -1219.797054
N_Atlantic (28.1,28.15] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.1365607 -249.141861 0.4437865 2000-2012 –> 2013-2019 0.2627896 -829.899534
N_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate 0.1307896 -271.004269 0.5233115 2000-2012 –> 2013-2019 0.2560178 -861.037030
N_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.1103408 -347.211882 0.4758835 2000-2012 –> 2013-2019 0.2271574 -998.796900
N_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.1107097 -345.676311 0.4736639 2000-2012 –> 2013-2019 0.2277058 -995.858234
N_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.0995947 -394.345366 0.3256798 2000-2012 –> 2013-2019 0.2002784 -1181.771091
N_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.1112881 -343.279433 0.4692105 2000-2012 –> 2013-2019 0.2287904 -989.515194
N_Atlantic (28.1,28.15] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.1023742 -381.683607 0.6319176 2000-2012 –> 2013-2019 0.2206770 -1021.714259
N_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.1455963 -1067.995938 1.0040975 1982-1999 –> 2000-2012 0.2821625 -2828.360478
N_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + nitrate + silicate 0.1369886 -1199.797091 1.1255349 1982-1999 –> 2000-2012 0.2691346 -3064.226017
N_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.1145172 -1579.434868 0.4266388 1982-1999 –> 2000-2012 0.2456352 -3466.088922
N_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.1175946 -1522.951734 0.4737529 1982-1999 –> 2000-2012 0.2495454 -3389.966811
N_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + nitrate 0.1458918 -1065.676249 0.9984160 1982-1999 –> 2000-2012 0.2825769 -2825.345004
N_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.1456013 -1067.922787 1.0044737 1982-1999 –> 2000-2012 0.2821080 -2829.641088
N_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.1456046 -1067.873338 1.0043579 1982-1999 –> 2000-2012 0.2821173 -2829.456701
N_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.1292379 -1321.854840 0.7216005 1982-1999 –> 2000-2012 0.2608302 -3197.307967
N_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.1457529 -1065.705247 1.0012861 1982-1999 –> 2000-2012 0.2826199 -2819.247020
N_Atlantic (28.15,28.2] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.1463001 -1057.723938 1.0886061 1982-1999 –> 2000-2012 0.2798603 -2887.131591
N_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.1483418 -556.521469 1.0685375 2000-2012 –> 2013-2019 0.2939380 -1624.517407
N_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + nitrate + phosphate_star 0.1496207 -548.511971 1.0831503 2000-2012 –> 2013-2019 0.2954129 -1615.642774
N_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + nitrate + silicate 0.1488641 -554.422882 1.2722698 2000-2012 –> 2013-2019 0.2858527 -1754.219973
N_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.1129601 -874.237554 0.7056254 2000-2012 –> 2013-2019 0.2274774 -2453.672421
N_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.1156164 -847.136157 0.7215423 2000-2012 –> 2013-2019 0.2332110 -2370.087891
N_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + nitrate 0.1486209 -556.329012 1.0565266 2000-2012 –> 2013-2019 0.2945128 -1622.005261
N_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.1483529 -556.433491 1.0676619 2000-2012 –> 2013-2019 0.2939542 -1624.356278
N_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.1483552 -556.416098 1.0674214 2000-2012 –> 2013-2019 0.2939598 -1624.289437
N_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.1320095 -692.529239 0.9539584 2000-2012 –> 2013-2019 0.2612474 -2014.384079
N_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.1484566 -555.619067 1.0593935 2000-2012 –> 2013-2019 0.2942095 -1621.324314
N_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + phosphate 0.0871489 -496.556927 0.2348258 1982-1999 –> 2000-2012 0.2370361 -794.905982
N_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.0760170 -562.614078 0.2050210 1982-1999 –> 2000-2012 0.1898653 -1037.173804
N_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.0725509 -585.854862 0.2128229 1982-1999 –> 2000-2012 0.1642851 -1200.364431
N_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.1981674 -85.453012 1.4167098 1982-1999 –> 2000-2012 0.4412659 -68.439731
N_Atlantic (28.2, Inf] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.1121805 -368.816225 0.4417791 1982-1999 –> 2000-2012 0.3128991 -475.935683
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate 0.1524877 -217.942868 0.5104565 1982-1999 –> 2000-2012 0.3167160 -457.081174
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.0758166 -563.928626 0.2054518 1982-1999 –> 2000-2012 0.1900046 -1036.557491
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.0750567 -568.945532 0.2067189 1982-1999 –> 2000-2012 0.1898148 -1038.347090
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.1089326 -383.447704 0.3540918 1982-1999 –> 2000-2012 0.2581184 -682.835986
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.0765547 -559.103705 0.2046062 1982-1999 –> 2000-2012 0.1897810 -1037.213461
N_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + phosphate 0.0875683 -290.886461 0.1963791 2000-2012 –> 2013-2019 0.1747172 -787.443387
N_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.0761536 -330.507328 0.1883476 2000-2012 –> 2013-2019 0.1521706 -893.121406
N_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.0727138 -344.280896 0.1827742 2000-2012 –> 2013-2019 0.1452648 -930.135757
N_Atlantic (28.2, Inf] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.1073239 -228.263609 0.3456049 2000-2012 –> 2013-2019 0.2195045 -597.079834
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate 0.1749995 -84.562072 0.5843304 2000-2012 –> 2013-2019 0.3274872 -302.504940
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.0759984 -331.115225 0.1878114 2000-2012 –> 2013-2019 0.1518150 -895.043850
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.0753269 -333.759890 0.1856329 2000-2012 –> 2013-2019 0.1503836 -902.705421
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.1127109 -213.669230 0.3097322 2000-2012 –> 2013-2019 0.2216435 -597.116933
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.0765601 -328.920649 0.1895341 2000-2012 –> 2013-2019 0.1531149 -888.024354
N_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.1803473 -73.591793 0.4743130 2000-2012 –> 2013-2019 0.3655330 -192.785763
N_Pacific (-Inf,26] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 4.5451179 14919.466373 25.0305830 1982-1999 –> 2000-2012 9.5892497 36345.473138
N_Pacific (-Inf,26] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 4.8999591 15301.496482 36.3312369 1982-1999 –> 2000-2012 10.3167702 37230.039488
N_Pacific (-Inf,26] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 4.9297346 15332.284767 21.6088600 1982-1999 –> 2000-2012 10.3446291 37258.332873
N_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate 4.9474940 15350.559843 39.5999513 1982-1999 –> 2000-2012 10.4178096 37348.397505
N_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + silicate 4.5585625 14934.476898 36.6756719 1982-1999 –> 2000-2012 9.6228541 36388.604064
N_Pacific (-Inf,26] cstar_tref ~ temp + aou + nitrate + silicate 4.7687268 15161.532857 31.7469640 1982-1999 –> 2000-2012 10.0534475 36914.028963
N_Pacific (-Inf,26] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 4.3090070 14648.361001 27.1369083 1982-1999 –> 2000-2012 9.0992619 35710.292285
N_Pacific (-Inf,26] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 4.2923587 14628.688217 27.6389290 1982-1999 –> 2000-2012 9.0607843 35658.419010
N_Pacific (-Inf,26] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 4.9552258 15358.495641 21.2444131 1982-1999 –> 2000-2012 10.3942862 37315.936903
N_Pacific (-Inf,26] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 4.2976886 14634.994642 28.3458656 1982-1999 –> 2000-2012 9.0662479 35664.923204
N_Pacific (-Inf,26] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 4.3225167 7549.577314 18.2089115 2000-2012 –> 2013-2019 8.8676346 22469.043687
N_Pacific (-Inf,26] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 4.6853540 7760.275360 38.9863550 2000-2012 –> 2013-2019 9.5853131 23061.771842
N_Pacific (-Inf,26] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 4.7116969 7774.931098 16.3835686 2000-2012 –> 2013-2019 9.6414315 23107.215865
N_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate 4.7110953 7774.597321 42.2489636 2000-2012 –> 2013-2019 9.6585893 23125.157164
N_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + silicate 4.5153899 7663.688187 40.4418494 2000-2012 –> 2013-2019 9.0739524 22598.165085
N_Pacific (-Inf,26] cstar_tref ~ temp + aou + nitrate + silicate 4.6914298 7761.662910 34.2711409 2000-2012 –> 2013-2019 9.4601566 22923.195767
N_Pacific (-Inf,26] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 4.0822527 7400.085743 19.8716077 2000-2012 –> 2013-2019 8.3912597 22048.446744
N_Pacific (-Inf,26] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 4.0617833 7386.945561 21.1150073 2000-2012 –> 2013-2019 8.3541421 22015.633778
N_Pacific (-Inf,26] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 4.7258142 7782.751543 16.3709737 2000-2012 –> 2013-2019 9.6810401 23141.247184
N_Pacific (-Inf,26] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 4.0646487 7388.788929 22.6281560 2000-2012 –> 2013-2019 8.3623373 22023.783570
N_Pacific (26,26.5] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2.3522999 10102.937045 22.6812015 1982-1999 –> 2000-2012 4.4406619 23755.792986
N_Pacific (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate 2.4861984 10348.519588 28.3145702 1982-1999 –> 2000-2012 4.5560926 23945.166777
N_Pacific (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.4962201 10366.364937 27.9942664 1982-1999 –> 2000-2012 4.5517571 23918.966931
N_Pacific (26,26.5] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.5047511 10381.499452 27.8516471 1982-1999 –> 2000-2012 4.5562599 23921.688185
N_Pacific (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.3671681 10130.887536 23.0478719 1982-1999 –> 2000-2012 4.3850760 23566.574172
N_Pacific (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.3895196 10172.576870 22.8405417 1982-1999 –> 2000-2012 4.4032680 23595.206449
N_Pacific (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate 2.5032471 10376.834944 28.9921789 1982-1999 –> 2000-2012 4.5739828 23974.054090
N_Pacific (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 2.4958929 10365.783436 29.1236159 1982-1999 –> 2000-2012 4.5536757 23925.295277
N_Pacific (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate_star 2.5207361 10407.719334 28.7496932 1982-1999 –> 2000-2012 4.5800817 23970.035280
N_Pacific (26,26.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.4035439 10198.536203 22.7865492 1982-1999 –> 2000-2012 4.4186363 23625.387639
N_Pacific (26,26.5] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2.1500271 5234.761345 22.8046407 2000-2012 –> 2013-2019 4.5023270 15337.698390
N_Pacific (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate 2.1381099 5221.477169 25.8167469 2000-2012 –> 2013-2019 4.6243083 15569.996757
N_Pacific (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.1244518 5206.161043 25.1174054 2000-2012 –> 2013-2019 4.6206719 15572.525980
N_Pacific (26,26.5] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.1214725 5202.807005 24.8089924 2000-2012 –> 2013-2019 4.6262236 15584.306457
N_Pacific (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.0992236 5177.609583 22.8668670 2000-2012 –> 2013-2019 4.4663918 15308.497119
N_Pacific (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.0997504 5178.209244 22.7416778 2000-2012 –> 2013-2019 4.4892699 15350.786114
N_Pacific (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate 2.1452330 5227.426238 26.7125707 2000-2012 –> 2013-2019 4.6484801 15604.261182
N_Pacific (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 2.1370391 5220.279931 26.1221085 2000-2012 –> 2013-2019 4.6329320 15586.063368
N_Pacific (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate_star 2.1373534 5218.631437 26.2523883 2000-2012 –> 2013-2019 4.6580895 15626.350771
N_Pacific (26,26.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.1019980 5180.766189 22.6736717 2000-2012 –> 2013-2019 4.5055419 15379.302392
N_Pacific (26.5,26.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2.1952733 9046.683929 22.3946687 1982-1999 –> 2000-2012 4.1782108 21122.255300
N_Pacific (26.5,26.75] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2.2889371 9217.818816 13.7807588 1982-1999 –> 2000-2012 4.2432620 21210.049294
N_Pacific (26.5,26.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2.0357016 8737.575083 12.6655775 1982-1999 –> 2000-2012 3.7982374 20137.533461
N_Pacific (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 2.0859828 8837.515640 12.6387494 1982-1999 –> 2000-2012 3.8492534 20239.864239
N_Pacific (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.1304123 8923.840664 12.4363443 1982-1999 –> 2000-2012 3.9116402 20384.289471
N_Pacific (26.5,26.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.1496526 8960.666534 12.3899029 1982-1999 –> 2000-2012 3.9455892 20468.270088
N_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.2058183 9066.311886 15.4920071 1982-1999 –> 2000-2012 4.1013323 20883.341472
N_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.2353827 9120.845516 13.7284807 1982-1999 –> 2000-2012 4.1321424 20941.642244
N_Pacific (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 2.2687139 9181.469172 17.4789222 1982-1999 –> 2000-2012 4.2700758 21310.071862
N_Pacific (26.5,26.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.2459091 9140.088383 13.1737004 1982-1999 –> 2000-2012 4.1471387 20974.381756
N_Pacific (26.5,26.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2.6152210 5331.561456 24.0856503 2000-2012 –> 2013-2019 4.8104943 14378.245385
N_Pacific (26.5,26.75] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2.4914983 5223.292112 16.5375856 2000-2012 –> 2013-2019 4.7804354 14441.110929
N_Pacific (26.5,26.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2.2934159 5038.223326 14.1778917 2000-2012 –> 2013-2019 4.3291175 13775.798409
N_Pacific (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 2.3214968 5065.410591 14.0817039 2000-2012 –> 2013-2019 4.4074795 13902.926231
N_Pacific (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.3558421 5098.219370 14.7294444 2000-2012 –> 2013-2019 4.4862544 14022.060034
N_Pacific (26.5,26.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.3686206 5110.304198 15.3591808 2000-2012 –> 2013-2019 4.5182731 14070.970733
N_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.5728924 5295.107308 17.8512698 2000-2012 –> 2013-2019 4.7787107 14361.419194
N_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.5881699 5308.333297 16.0361734 2000-2012 –> 2013-2019 4.8235526 14429.178813
N_Pacific (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 2.6081558 5325.517972 18.2658705 2000-2012 –> 2013-2019 4.8768697 14506.987144
N_Pacific (26.5,26.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.5924497 5312.024376 15.6767334 2000-2012 –> 2013-2019 4.8383588 14452.112759
N_Pacific (26.75,27] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.6090984 11908.472222 17.1008238 1982-1999 –> 2000-2012 4.8588055 27022.261723
N_Pacific (26.75,27] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2.3446852 11373.990691 21.3825199 1982-1999 –> 2000-2012 4.4572212 26061.747560
N_Pacific (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate 2.3479946 11379.045773 21.1635323 1982-1999 –> 2000-2012 4.4767812 26116.696584
N_Pacific (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2.2225503 11106.404465 18.9532251 1982-1999 –> 2000-2012 4.0952160 24977.957759
N_Pacific (26.75,27] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 2.3999926 11490.609694 15.8185478 1982-1999 –> 2000-2012 4.4857794 26092.071149
N_Pacific (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate 2.2597714 11189.479317 19.8346560 1982-1999 –> 2000-2012 4.1798348 25230.300857
N_Pacific (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.3113364 11302.335596 20.4325528 1982-1999 –> 2000-2012 4.2814763 25517.511530
N_Pacific (26.75,27] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.5124531 11719.671185 18.0211951 1982-1999 –> 2000-2012 4.8607190 27123.824522
N_Pacific (26.75,27] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.3254960 11332.885094 20.4987430 1982-1999 –> 2000-2012 4.3151374 25614.764231
N_Pacific (26.75,27] cstar_tref ~ sal + temp + silicate + phosphate_star 2.5143616 11721.469255 17.8630807 1982-1999 –> 2000-2012 4.8731778 27153.979700
N_Pacific (26.75,27] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2.4402881 6156.783206 17.0232936 2000-2012 –> 2013-2019 4.7849733 17530.773897
N_Pacific (26.75,27] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2.6894927 6415.237756 18.2852625 2000-2012 –> 2013-2019 5.3144302 18353.983850
N_Pacific (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate 2.4541135 6169.799573 16.4783638 2000-2012 –> 2013-2019 4.8021081 17548.845346
N_Pacific (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2.3996300 6112.124768 16.2129562 2000-2012 –> 2013-2019 4.6221803 17218.529233
N_Pacific (26.75,27] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 2.6825506 6408.368125 15.0931312 2000-2012 –> 2013-2019 5.0825432 17898.977819
N_Pacific (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate 2.4200237 6134.618733 15.9021733 2000-2012 –> 2013-2019 4.6797950 17324.098050
N_Pacific (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2.4672179 6185.954972 16.1536011 2000-2012 –> 2013-2019 4.7785543 17488.290569
N_Pacific (26.75,27] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.6213274 6347.002288 14.5998204 2000-2012 –> 2013-2019 5.1337806 18066.673473
N_Pacific (26.75,27] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2.4786236 6198.214236 16.1582302 2000-2012 –> 2013-2019 4.8041195 17531.099331
N_Pacific (26.75,27] cstar_tref ~ sal + temp + silicate + phosphate_star 2.6322085 6356.012810 14.5541367 2000-2012 –> 2013-2019 5.1465702 18077.482065
N_Pacific (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.2308871 8004.220961 13.4723847 1982-1999 –> 2000-2012 2.3086441 18179.188525
N_Pacific (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.2120101 7928.306420 11.0617428 1982-1999 –> 2000-2012 2.3393010 18408.924136
N_Pacific (27,27.25] cstar_tref ~ sal + aou + silicate + phosphate 1.4669320 8863.972408 16.5818405 1982-1999 –> 2000-2012 2.7802695 20381.624466
N_Pacific (27,27.25] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.4608958 8845.718771 15.4208445 1982-1999 –> 2000-2012 2.7616734 20300.007907
N_Pacific (27,27.25] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.2158114 7943.688345 10.3780113 1982-1999 –> 2000-2012 2.3693871 18581.085684
N_Pacific (27,27.25] cstar_tref ~ sal + nitrate + silicate + phosphate_star 1.2743666 8172.736786 10.6775417 1982-1999 –> 2000-2012 2.5142930 19299.140926
N_Pacific (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.4556476 8828.040892 10.2014894 1982-1999 –> 2000-2012 2.7771743 20389.974452
N_Pacific (27,27.25] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 1.4130637 8682.200228 15.2303902 1982-1999 –> 2000-2012 2.6753507 19932.176886
N_Pacific (27,27.25] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.4544059 8823.849074 14.9369278 1982-1999 –> 2000-2012 2.7618435 20312.875522
N_Pacific (27,27.25] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.2667880 8145.438151 9.2576030 1982-1999 –> 2000-2012 2.4981717 19226.816321
N_Pacific (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.5025777 5024.875071 15.4687309 2000-2012 –> 2013-2019 2.7334648 13029.096032
N_Pacific (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.4291828 4887.457492 14.2133417 2000-2012 –> 2013-2019 2.6411929 12815.763913
N_Pacific (27,27.25] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.4171637 4864.283416 13.8001878 2000-2012 –> 2013-2019 2.6329751 12807.971760
N_Pacific (27,27.25] cstar_tref ~ sal + nitrate + silicate + phosphate_star 1.4598299 4943.677275 13.8997645 2000-2012 –> 2013-2019 2.7341965 13116.414061
N_Pacific (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.6188727 5229.434615 12.7884791 2000-2012 –> 2013-2019 3.0938737 14122.351897
N_Pacific (27,27.25] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 1.6514938 5284.177792 14.0483557 2000-2012 –> 2013-2019 3.0645575 13966.378020
N_Pacific (27,27.25] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.6871975 5342.868391 13.7645621 2000-2012 –> 2013-2019 3.1416035 14166.717465
N_Pacific (27,27.25] cstar_tref ~ sal + temp + nitrate + silicate 1.6263089 5240.010055 12.7533084 2000-2012 –> 2013-2019 3.1213515 14197.220205
N_Pacific (27,27.25] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.5733925 5151.241740 10.7581384 2000-2012 –> 2013-2019 3.0468613 14039.054209
N_Pacific (27,27.25] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.3965322 4824.041809 11.0033730 2000-2012 –> 2013-2019 2.6633202 12969.479959
N_Pacific (27.25,27.5] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.9662935 5037.513542 6.1429465 1982-1999 –> 2000-2012 1.8949431 11802.985131
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate 0.9462612 4959.510483 6.8380909 1982-1999 –> 2000-2012 1.8665219 11677.428627
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.9398952 4937.020349 6.6776602 1982-1999 –> 2000-2012 1.8561574 11635.079407
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.9384484 4931.431701 6.8184772 1982-1999 –> 2000-2012 1.8552914 11632.671284
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.9450061 4956.695028 6.5478460 1982-1999 –> 2000-2012 1.8650641 11675.507301
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate 0.9620845 5019.675984 7.1893210 1982-1999 –> 2000-2012 1.8783532 11715.770186
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.9357786 4921.095635 6.8793224 1982-1999 –> 2000-2012 1.8520215 11619.048746
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate_star 0.9991648 5156.877537 6.6305007 1982-1999 –> 2000-2012 1.9243436 11901.552179
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 0.9611145 5018.016073 7.0336712 1982-1999 –> 2000-2012 1.8736068 11695.378093
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.9888151 5121.101552 6.8131956 1982-1999 –> 2000-2012 1.9135054 11865.124984
N_Pacific (27.25,27.5] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.9814822 2778.087909 4.1562603 2000-2012 –> 2013-2019 1.9477758 7815.601451
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate 0.9899345 2793.014598 6.5682028 2000-2012 –> 2013-2019 1.9361957 7752.525081
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.9386734 2690.054734 3.8526781 2000-2012 –> 2013-2019 1.8785685 7627.075082
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.9333270 2678.779334 3.7289795 2000-2012 –> 2013-2019 1.8717754 7610.211035
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.9834012 2781.943628 5.9115010 2000-2012 –> 2013-2019 1.9284072 7738.638656
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate 1.0319043 2874.979912 6.7627288 2000-2012 –> 2013-2019 1.9939888 7894.655896
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.9275436 2666.509352 3.7148470 2000-2012 –> 2013-2019 1.8633222 7587.604988
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate 1.0700423 2946.620804 5.9428169 2000-2012 –> 2013-2019 2.0590044 8066.261656
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.0305562 2874.399426 6.5952947 2000-2012 –> 2013-2019 1.9916707 7892.415500
N_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.0672452 2943.453971 5.5322139 2000-2012 –> 2013-2019 2.0560603 8064.555523
N_Pacific (27.5,27.75] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.9390330 4472.639425 6.9321380 1982-1999 –> 2000-2012 1.7147297 9782.478745
N_Pacific (27.5,27.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.9529578 4521.038635 6.5180898 1982-1999 –> 2000-2012 1.8307920 10393.200674
N_Pacific (27.5,27.75] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.9221593 4413.019429 6.6989009 1982-1999 –> 2000-2012 1.6825051 9631.991667
N_Pacific (27.5,27.75] cstar_tref ~ sal + nitrate + silicate + phosphate_star 0.9743416 4592.003899 7.7731163 1982-1999 –> 2000-2012 1.8089188 10232.445088
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.7354751 3669.269571 6.0537101 1982-1999 –> 2000-2012 1.3901291 8207.858294
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.9635805 4557.487452 6.5999458 1982-1999 –> 2000-2012 1.8467632 10457.263733
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate 0.8539517 4158.358374 6.2264282 1982-1999 –> 2000-2012 1.5725819 9118.816554
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 0.7393358 3686.483937 5.9483672 1982-1999 –> 2000-2012 1.3910937 8204.916953
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.7963079 3930.564224 5.8064506 1982-1999 –> 2000-2012 1.4675478 8582.892745
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.9646800 4561.237151 6.6112144 1982-1999 –> 2000-2012 1.8479477 10461.450586
N_Pacific (27.5,27.75] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.0050351 2463.212969 8.0112520 2000-2012 –> 2013-2019 1.9440681 6935.852393
N_Pacific (27.5,27.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.9168293 2305.219774 6.6240060 2000-2012 –> 2013-2019 1.8697870 6826.258409
N_Pacific (27.5,27.75] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.9952474 2446.380309 7.9872008 2000-2012 –> 2013-2019 1.9174067 6859.399739
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.7352826 1925.673652 5.3670124 2000-2012 –> 2013-2019 1.4707577 5594.943222
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.9358333 2340.507448 6.6912367 2000-2012 –> 2013-2019 1.9052595 6917.881956
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.9298614 2329.496356 6.6980175 2000-2012 –> 2013-2019 1.8934419 6886.983809
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate 0.9610342 2384.212424 5.8641403 2000-2012 –> 2013-2019 1.8149859 6542.570798
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 0.7387624 1933.794503 5.2127009 2000-2012 –> 2013-2019 1.4780982 5620.278440
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.8638770 2202.895493 6.2989465 2000-2012 –> 2013-2019 1.6601849 6133.459717
N_Pacific (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.9318815 2333.229012 6.7040765 2000-2012 –> 2013-2019 1.8965615 6894.466162
N_Pacific (27.75,27.85] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.5598464 1112.887815 5.0085913 1982-1999 –> 2000-2012 1.2488108 2947.576718
N_Pacific (27.75,27.85] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.5764030 1151.067295 4.9901878 1982-1999 –> 2000-2012 1.2710804 3000.124977
N_Pacific (27.75,27.85] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.5722721 1141.645150 4.9640360 1982-1999 –> 2000-2012 1.2621218 2978.568299
N_Pacific (27.75,27.85] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.5289504 1038.521956 4.3964369 1982-1999 –> 2000-2012 1.1584875 2716.254423
N_Pacific (27.75,27.85] cstar_tref ~ sal + temp + nitrate + silicate 0.5908790 1181.560763 3.8894303 1982-1999 –> 2000-2012 1.2550661 2950.520919
N_Pacific (27.75,27.85] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 0.5302534 1041.745242 4.4841323 1982-1999 –> 2000-2012 1.1636435 2730.094379
N_Pacific (27.75,27.85] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.5427909 1072.358756 4.6790900 1982-1999 –> 2000-2012 1.1913272 2801.826829
N_Pacific (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.5604164 1114.221004 4.9981638 1982-1999 –> 2000-2012 1.2492321 2948.534233
N_Pacific (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.5600620 1113.392243 5.0037393 1982-1999 –> 2000-2012 1.2489950 2948.001619
N_Pacific (27.75,27.85] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.5600344 1113.327623 5.0039542 1982-1999 –> 2000-2012 1.2489841 2947.979438
N_Pacific (27.75,27.85] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.6679299 779.586302 4.8088839 2000-2012 –> 2013-2019 1.2277762 1892.474116
N_Pacific (27.75,27.85] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.6831119 796.532819 4.7323550 2000-2012 –> 2013-2019 1.2595149 1947.600114
N_Pacific (27.75,27.85] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.6793771 792.399101 4.7157185 2000-2012 –> 2013-2019 1.2516492 1934.044250
N_Pacific (27.75,27.85] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.6267554 731.611680 4.3517957 2000-2012 –> 2013-2019 1.1557058 1770.133636
N_Pacific (27.75,27.85] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 0.6299243 735.414255 4.4011368 2000-2012 –> 2013-2019 1.1601777 1777.159498
N_Pacific (27.75,27.85] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.6474632 756.120919 4.5115414 2000-2012 –> 2013-2019 1.1902541 1828.479675
N_Pacific (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.6682819 779.983606 4.8009685 2000-2012 –> 2013-2019 1.2286983 1894.204610
N_Pacific (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.6680530 779.725293 4.8052961 2000-2012 –> 2013-2019 1.2281150 1893.117536
N_Pacific (27.75,27.85] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.6680369 779.707130 4.8054967 2000-2012 –> 2013-2019 1.2280713 1893.034754
N_Pacific (27.75,27.85] cstar_tref ~ temp + nitrate + silicate + phosphate_star 0.6778323 788.682684 4.9586760 2000-2012 –> 2013-2019 1.2495221 1926.994351
N_Pacific (27.85,27.95] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.5095512 1387.251865 2.7007774 1982-1999 –> 2000-2012 0.9725798 3149.582442
N_Pacific (27.85,27.95] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.4996831 1351.190106 2.7655319 1982-1999 –> 2000-2012 0.9779084 3200.518413
N_Pacific (27.85,27.95] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.4995897 1350.845334 2.7589263 1982-1999 –> 2000-2012 0.9777978 3200.077246
N_Pacific (27.85,27.95] cstar_tref ~ sal + nitrate + silicate + phosphate_star 0.5027129 1360.337436 2.7152227 1982-1999 –> 2000-2012 0.9809388 3207.669428
N_Pacific (27.85,27.95] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.4845296 1294.403228 2.7707715 1982-1999 –> 2000-2012 0.9021190 2778.470292
N_Pacific (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.5002044 1353.112885 2.6883877 1982-1999 –> 2000-2012 0.9762844 3190.329185
N_Pacific (27.85,27.95] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.5157889 1409.688377 2.7892800 1982-1999 –> 2000-2012 0.9823921 3192.736894
N_Pacific (27.85,27.95] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.5142599 1404.213967 2.7665922 1982-1999 –> 2000-2012 0.9802009 3183.436545
N_Pacific (27.85,27.95] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.4320288 1082.921778 3.7215336 1982-1999 –> 2000-2012 0.8616787 2643.692109
N_Pacific (27.85,27.95] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.5146439 1405.590326 2.7733435 1982-1999 –> 2000-2012 0.9808736 3186.481739
N_Pacific (27.85,27.95] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.4804198 672.409904 2.0778342 2000-2012 –> 2013-2019 0.9899710 2059.661769
N_Pacific (27.85,27.95] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.4988120 708.476053 2.3649926 2000-2012 –> 2013-2019 0.9984951 2059.666158
N_Pacific (27.85,27.95] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 0.4982936 707.477896 2.3635622 2000-2012 –> 2013-2019 0.9978833 2058.323230
N_Pacific (27.85,27.95] cstar_tref ~ sal + nitrate + silicate + phosphate_star 0.5010204 710.716940 2.3310645 2000-2012 –> 2013-2019 1.0037334 2071.054376
N_Pacific (27.85,27.95] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.4643769 639.804536 2.4861988 2000-2012 –> 2013-2019 0.9489065 1934.207764
N_Pacific (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.4927570 696.751441 2.2995118 2000-2012 –> 2013-2019 0.9929614 2049.864326
N_Pacific (27.85,27.95] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.4842222 679.977991 2.0415985 2000-2012 –> 2013-2019 1.0000111 2089.666369
N_Pacific (27.85,27.95] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.4836283 678.799962 2.0453782 2000-2012 –> 2013-2019 0.9978883 2083.013929
N_Pacific (27.85,27.95] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.4633307 637.639412 3.3261204 2000-2012 –> 2013-2019 0.8953596 1720.561191
N_Pacific (27.85,27.95] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.4839199 679.378643 2.0425643 2000-2012 –> 2013-2019 0.9985639 2084.968968
N_Pacific (27.95,28.05] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.3517264 471.821087 2.0675520 1982-1999 –> 2000-2012 0.6986912 1117.974463
N_Pacific (27.95,28.05] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.3560226 486.681165 2.1783636 1982-1999 –> 2000-2012 0.7066439 1151.222374
N_Pacific (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.3559113 486.298582 2.1790210 1982-1999 –> 2000-2012 0.7063888 1150.119901
N_Pacific (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.3558588 486.118093 2.1793986 1982-1999 –> 2000-2012 0.7062721 1149.617911
N_Pacific (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.3509661 469.172560 1.9829471 1982-1999 –> 2000-2012 0.6995873 1123.679075
N_Pacific (27.95,28.05] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.3558382 486.047255 2.1794901 1982-1999 –> 2000-2012 0.7062290 1149.434387
N_Pacific (27.95,28.05] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.3520175 472.833720 2.0733787 1982-1999 –> 2000-2012 0.6988329 1118.231435
N_Pacific (27.95,28.05] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.3523826 474.102666 2.0794817 1982-1999 –> 2000-2012 0.6991676 1119.346673
N_Pacific (27.95,28.05] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.3524098 474.196970 2.0791853 1982-1999 –> 2000-2012 0.6991955 1119.444600
N_Pacific (27.95,28.05] cstar_tref ~ temp + nitrate + silicate + phosphate_star 0.3529658 474.126731 2.0496222 1982-1999 –> 2000-2012 0.7016111 1126.754744
N_Pacific (27.95,28.05] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.3125109 176.703276 1.8292105 2000-2012 –> 2013-2019 0.6642373 648.524363
N_Pacific (27.95,28.05] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.3133637 178.436376 1.8787114 2000-2012 –> 2013-2019 0.6693863 665.117541
N_Pacific (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.3131619 178.026759 1.8758987 2000-2012 –> 2013-2019 0.6690733 664.325341
N_Pacific (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.3130501 177.799587 1.8749277 2000-2012 –> 2013-2019 0.6689090 663.917680
N_Pacific (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.3180179 187.812930 1.7159143 2000-2012 –> 2013-2019 0.6689840 656.985490
N_Pacific (27.95,28.05] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.3130116 177.721273 1.8744910 2000-2012 –> 2013-2019 0.6688498 663.768528
N_Pacific (27.95,28.05] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.3124368 176.552273 1.8319065 2000-2012 –> 2013-2019 0.6644543 649.385993
N_Pacific (27.95,28.05] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.3124314 176.541369 1.8337593 2000-2012 –> 2013-2019 0.6648140 650.644035
N_Pacific (27.95,28.05] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.3135281 178.769969 1.8952677 2000-2012 –> 2013-2019 0.6702960 668.010729
N_Pacific (27.95,28.05] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.3124360 176.550804 1.8341131 2000-2012 –> 2013-2019 0.6648458 650.747774
N_Pacific (28.05,28.1] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.2989269 243.561081 2.3400568 1982-1999 –> 2000-2012 0.6787476 957.331104
N_Pacific (28.05,28.1] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.3035692 260.297080 2.3326069 1982-1999 –> 2000-2012 0.6739193 934.877975
N_Pacific (28.05,28.1] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.2989622 243.689425 2.3400325 1982-1999 –> 2000-2012 0.6788286 957.645999
N_Pacific (28.05,28.1] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.2989906 243.792675 2.3399205 1982-1999 –> 2000-2012 0.6789007 957.927668
N_Pacific (28.05,28.1] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.2994554 245.479547 2.2966448 1982-1999 –> 2000-2012 0.6778944 953.593220
N_Pacific (28.05,28.1] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.2989980 243.819347 2.3399013 1982-1999 –> 2000-2012 0.6789200 958.003182
N_Pacific (28.05,28.1] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.3050020 265.410720 2.2973978 1982-1999 –> 2000-2012 0.6832150 972.597054
N_Pacific (28.05,28.1] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.2994138 245.328810 2.3382426 1982-1999 –> 2000-2012 0.6796501 960.795447
N_Pacific (28.05,28.1] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.3049207 265.121321 2.2981781 1982-1999 –> 2000-2012 0.6831147 972.229902
N_Pacific (28.05,28.1] cstar_tref ~ temp + nitrate + silicate + phosphate_star 0.3055757 265.451410 2.2875191 1982-1999 –> 2000-2012 0.6843497 972.938514
N_Pacific (28.05,28.1] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.3059186 160.798473 2.2227728 2000-2012 –> 2013-2019 0.6105954 425.050640
N_Pacific (28.05,28.1] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.3029463 154.686533 2.2954984 2000-2012 –> 2013-2019 0.6018732 398.247615
N_Pacific (28.05,28.1] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.3096363 168.360011 2.3397961 2000-2012 –> 2013-2019 0.6132055 428.657091
N_Pacific (28.05,28.1] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.3029753 154.746513 2.2951334 2000-2012 –> 2013-2019 0.6019375 398.435937
N_Pacific (28.05,28.1] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.3029953 154.787728 2.2948137 2000-2012 –> 2013-2019 0.6019859 398.580403
N_Pacific (28.05,28.1] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.3000766 148.728278 2.2050520 2000-2012 –> 2013-2019 0.5995320 394.207825
N_Pacific (28.05,28.1] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.3030007 154.798958 2.2947352 2000-2012 –> 2013-2019 0.6019987 398.618305
N_Pacific (28.05,28.1] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.3077824 164.600835 2.2118404 2000-2012 –> 2013-2019 0.6127844 430.011554
N_Pacific (28.05,28.1] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.3033335 155.486094 2.2896979 2000-2012 –> 2013-2019 0.6027473 400.814905
N_Pacific (28.05,28.1] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.3077395 164.513520 2.2134014 2000-2012 –> 2013-2019 0.6126602 429.634841
N_Pacific (28.1, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.2225785 -898.892973 3.0362464 1982-1999 –> 2000-2012 0.4686689 -634.628177
N_Pacific (28.1, Inf] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.2305105 -516.231776 3.0757920 1982-1999 –> 2000-2012 0.4831754 138.867004
N_Pacific (28.1, Inf] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.2292640 -575.484938 2.4744624 1982-1999 –> 2000-2012 0.4646033 -973.417694
N_Pacific (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.2301192 -534.795968 3.0705460 1982-1999 –> 2000-2012 0.4822822 90.824008
N_Pacific (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.2295940 -559.766551 3.0680299 1982-1999 –> 2000-2012 0.4811376 29.399130
N_Pacific (28.1, Inf] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.2196403 -1044.111932 2.9923431 1982-1999 –> 2000-2012 0.4612284 -1053.567179
N_Pacific (28.1, Inf] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.2294205 -568.026915 3.0662852 1982-1999 –> 2000-2012 0.4807503 8.533547
N_Pacific (28.1, Inf] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.2278812 -641.595006 2.4609985 1982-1999 –> 2000-2012 0.4611036 -1173.481317
N_Pacific (28.1, Inf] cstar_tref ~ temp + aou + phosphate + phosphate_star 0.2331397 -394.290377 2.3263899 1982-1999 –> 2000-2012 0.4694306 -734.409767
N_Pacific (28.1, Inf] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.2069418 -1694.913855 2.7187769 1982-1999 –> 2000-2012 0.4268763 -3096.412303
N_Pacific (28.1, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.2047643 -974.719058 2.6267872 2000-2012 –> 2013-2019 0.4273428 -1873.612031
N_Pacific (28.1, Inf] cstar_tref ~ sal + aou + silicate + phosphate 0.2233872 -461.227002 2.8314946 2000-2012 –> 2013-2019 0.4642599 -498.928877
N_Pacific (28.1, Inf] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.2138009 -718.976288 2.5043088 2000-2012 –> 2013-2019 0.4443113 -1235.208064
N_Pacific (28.1, Inf] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.2308588 -264.396047 1.8098070 2000-2012 –> 2013-2019 0.4601228 -839.880986
N_Pacific (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.2134966 -727.410769 2.4931973 2000-2012 –> 2013-2019 0.4436158 -1262.206737
N_Pacific (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.2130184 -740.688507 2.4829984 2000-2012 –> 2013-2019 0.4426124 -1300.455058
N_Pacific (28.1, Inf] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.2026285 -1036.813159 2.4974482 2000-2012 –> 2013-2019 0.4222688 -2080.925091
N_Pacific (28.1, Inf] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.2128797 -744.547026 2.4798362 2000-2012 –> 2013-2019 0.4423002 -1312.573941
N_Pacific (28.1, Inf] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.2313464 -251.901242 1.7201587 2000-2012 –> 2013-2019 0.4592276 -893.496249
N_Pacific (28.1, Inf] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.1994286 -1131.081001 2.0459963 2000-2012 –> 2013-2019 0.4063703 -2825.994855
S_Atlantic (-Inf,26] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.0454901 -9.398500 0.0814508 1982-1999 –> 2000-2012 1.0050382 51.441454
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.0991766 1.513194 0.2116878 1982-1999 –> 2000-2012 1.0555592 62.240797
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + silicate 0.1190979 2.075808 0.2072238 1982-1999 –> 2000-2012 1.0960204 61.525889
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.0382719 -11.817425 0.0662726 1982-1999 –> 2000-2012 0.9993122 49.075363
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.0398470 -11.252783 0.0696905 1982-1999 –> 2000-2012 1.0008093 49.637243
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 0.0840545 -0.802922 0.1778059 1982-1999 –> 2000-2012 0.9985095 58.400469
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.0680198 -3.766256 0.1413184 1982-1999 –> 2000-2012 0.9837330 55.483883
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.0407550 -10.937350 0.0720772 1982-1999 –> 2000-2012 1.0022751 49.972408
S_Atlantic (-Inf,26] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.1076379 2.659390 0.2234178 1982-1999 –> 2000-2012 1.0924347 64.382419
S_Atlantic (-Inf,26] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.1122365 3.245087 0.2313516 1982-1999 –> 2000-2012 1.1353857 66.267096
S_Atlantic (-Inf,26] cstar_tref ~ aou + nitrate + silicate + phosphate 0.0000000 -Inf 0.0000000 2000-2012 –> 2013-2019 0.1154656 -Inf
S_Atlantic (-Inf,26] cstar_tref ~ aou + silicate + phosphate + phosphate_star 0.0000000 -Inf 0.0000000 2000-2012 –> 2013-2019 0.1307043 -Inf
S_Atlantic (-Inf,26] cstar_tref ~ sal + aou + phosphate + phosphate_star 0.0000000 -Inf 0.0000000 2000-2012 –> 2013-2019 0.0669552 -Inf
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + phosphate 0.0000000 -Inf 0.0000000 2000-2012 –> 2013-2019 0.0740928 -Inf
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + phosphate_star 0.0000000 -Inf 0.0000000 2000-2012 –> 2013-2019 0.0728556 -Inf
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + aou + silicate 0.0000000 -Inf 0.0000000 2000-2012 –> 2013-2019 0.1190979 -Inf
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate_star 0.0000000 -Inf 0.0000000 2000-2012 –> 2013-2019 0.0681068 -Inf
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + phosphate + phosphate_star 0.0000000 -Inf 0.0000000 2000-2012 –> 2013-2019 0.0730110 -Inf
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + silicate + phosphate 0.0000000 -Inf 0.0000000 2000-2012 –> 2013-2019 0.0908666 -Inf
S_Atlantic (-Inf,26] cstar_tref ~ sal + temp + silicate + phosphate_star 0.0000000 -Inf 0.0000000 2000-2012 –> 2013-2019 0.0685740 -Inf
S_Atlantic (26,26.5] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.7692181 1931.855088 6.0593172 1982-1999 –> 2000-2012 3.8612989 5021.876413
S_Atlantic (26,26.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.7349093 1912.977516 5.3389935 1982-1999 –> 2000-2012 3.8921488 5046.734588
S_Atlantic (26,26.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.7441383 1918.091975 5.8156725 1982-1999 –> 2000-2012 3.9287182 5069.808283
S_Atlantic (26,26.5] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.7934064 1944.945380 4.6842114 1982-1999 –> 2000-2012 3.9300443 5065.018728
S_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.7655091 1929.832048 5.3173898 1982-1999 –> 2000-2012 3.8753239 5031.890214
S_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.7895770 1942.884752 4.6050202 1982-1999 –> 2000-2012 3.9352089 5068.948130
S_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.7959232 1946.297256 4.6416860 1982-1999 –> 2000-2012 3.9461989 5075.443612
S_Atlantic (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate 1.8079956 1950.755710 6.3237354 1982-1999 –> 2000-2012 3.9212780 5053.155685
S_Atlantic (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.8069577 1952.202140 6.3551379 1982-1999 –> 2000-2012 3.9198553 5056.342474
S_Atlantic (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.8076545 1952.573799 6.3453440 1982-1999 –> 2000-2012 3.9208389 5056.907694
S_Atlantic (26,26.5] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.6770089 1113.619798 5.5435296 2000-2012 –> 2013-2019 3.4462270 3045.474885
S_Atlantic (26,26.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.8558552 1171.177410 8.7452904 2000-2012 –> 2013-2019 3.5907646 3084.154926
S_Atlantic (26,26.5] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.8192531 1159.863083 5.5646032 2000-2012 –> 2013-2019 3.6126596 3104.808463
S_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.6994212 1121.160525 5.5698154 2000-2012 –> 2013-2019 3.4649304 3050.992573
S_Atlantic (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.8343202 1164.547902 5.6413538 2000-2012 –> 2013-2019 3.6238972 3107.432655
S_Atlantic (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate 1.7000186 1119.360141 5.5202663 2000-2012 –> 2013-2019 3.5080142 3070.115851
S_Atlantic (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.6988487 1120.969137 5.4504680 2000-2012 –> 2013-2019 3.5058064 3073.171277
S_Atlantic (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.6981983 1120.751645 5.4275089 2000-2012 –> 2013-2019 3.5058528 3073.325444
S_Atlantic (26,26.5] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.7915635 1151.151470 5.3809840 2000-2012 –> 2013-2019 3.6154572 3112.346762
S_Atlantic (26,26.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.7203033 1128.097446 5.6080164 2000-2012 –> 2013-2019 3.5569947 3096.033196
S_Atlantic (26.5,26.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.5239299 2951.008696 4.1378010 1982-1999 –> 2000-2012 3.1951067 6949.754709
S_Atlantic (26.5,26.75] cstar_tref ~ aou + silicate + phosphate + phosphate_star 1.5452130 2971.144060 4.6150722 1982-1999 –> 2000-2012 3.2553987 7015.468538
S_Atlantic (26.5,26.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.5424451 2970.282627 4.6629106 1982-1999 –> 2000-2012 3.2524144 7016.346210
S_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.5677220 2996.225159 5.1977450 1982-1999 –> 2000-2012 3.3001519 7069.196919
S_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.5777671 3006.418826 5.3802643 1982-1999 –> 2000-2012 3.3179694 7088.620920
S_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.5569187 2985.188978 4.6584966 1982-1999 –> 2000-2012 3.2490371 7009.613446
S_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.5700046 2998.547217 4.8395656 1982-1999 –> 2000-2012 3.2706014 7033.277700
S_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate 1.5809633 3007.648761 5.1729827 1982-1999 –> 2000-2012 3.3147088 7080.185738
S_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.5099787 2936.330439 4.4723683 1982-1999 –> 2000-2012 3.2049631 6964.244450
S_Atlantic (26.5,26.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.5757224 3004.349223 4.8943512 1982-1999 –> 2000-2012 3.2810187 7044.770044
S_Atlantic (26.5,26.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.5152790 1279.831297 3.8012937 2000-2012 –> 2013-2019 3.0392089 4230.839992
S_Atlantic (26.5,26.75] cstar_tref ~ aou + silicate + phosphate + phosphate_star 1.5269789 1283.138518 4.2406320 2000-2012 –> 2013-2019 3.0721919 4254.282579
S_Atlantic (26.5,26.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.5230042 1283.340136 4.2876081 2000-2012 –> 2013-2019 3.0654493 4253.622763
S_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.5349431 1288.727993 4.4775972 2000-2012 –> 2013-2019 3.1026651 4284.953152
S_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.5395119 1290.778729 4.5357671 2000-2012 –> 2013-2019 3.1172790 4297.197555
S_Atlantic (26.5,26.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.5426105 1292.166123 4.5726576 2000-2012 –> 2013-2019 3.1263583 4304.623296
S_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.5366302 1289.485957 3.9972162 2000-2012 –> 2013-2019 3.0935489 4274.674936
S_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.5445982 1293.054604 4.0770526 2000-2012 –> 2013-2019 3.1146027 4291.601821
S_Atlantic (26.5,26.75] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.5142879 1279.379864 3.9396224 2000-2012 –> 2013-2019 3.0242667 4215.710303
S_Atlantic (26.5,26.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.5480488 1294.594329 4.0736434 2000-2012 –> 2013-2019 3.1237712 4298.943553
S_Atlantic (26.75,27] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.4166979 4831.570563 11.8998451 1982-1999 –> 2000-2012 2.5904850 10628.505456
S_Atlantic (26.75,27] cstar_tref ~ aou + silicate + phosphate + phosphate_star 1.4185035 4833.042752 12.1653790 1982-1999 –> 2000-2012 2.5953715 10637.576817
S_Atlantic (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.4125824 4823.640080 12.1202826 1982-1999 –> 2000-2012 2.5873559 10623.650963
S_Atlantic (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.4568210 4907.702096 12.1687753 1982-1999 –> 2000-2012 2.6889768 10882.353651
S_Atlantic (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.4714772 4934.989656 12.1729398 1982-1999 –> 2000-2012 2.7221206 10964.178702
S_Atlantic (26.75,27] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.4821435 4954.678475 12.1945154 1982-1999 –> 2000-2012 2.7450839 11019.698197
S_Atlantic (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.4807108 4952.042145 12.0705775 1982-1999 –> 2000-2012 2.7101302 10918.551717
S_Atlantic (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.4988292 4985.195851 12.0921481 1982-1999 –> 2000-2012 2.7474834 11008.555413
S_Atlantic (26.75,27] cstar_tref ~ temp + aou + silicate + phosphate 1.4819499 4952.322401 12.2938428 1982-1999 –> 2000-2012 2.7152306 10928.315425
S_Atlantic (26.75,27] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.2331581 4453.337345 11.2571725 1982-1999 –> 2000-2012 2.3282931 9996.284205
S_Atlantic (26.75,27] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.9152777 3183.403393 20.0222639 2000-2012 –> 2013-2019 3.3319756 8014.973956
S_Atlantic (26.75,27] cstar_tref ~ aou + silicate + phosphate + phosphate_star 1.9678762 3222.908711 22.3152595 2000-2012 –> 2013-2019 3.3863797 8055.951464
S_Atlantic (26.75,27] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.9482740 3209.571849 22.0909497 2000-2012 –> 2013-2019 3.3608565 8033.211929
S_Atlantic (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.9777858 3232.604040 22.0036339 2000-2012 –> 2013-2019 3.4346068 8140.306137
S_Atlantic (26.75,27] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.9901855 3242.178936 22.0749377 2000-2012 –> 2013-2019 3.4616627 8177.168591
S_Atlantic (26.75,27] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.9984957 3248.562572 22.0703015 2000-2012 –> 2013-2019 3.4806392 8203.241046
S_Atlantic (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.9794633 3233.902915 20.2360711 2000-2012 –> 2013-2019 3.4601742 8185.945059
S_Atlantic (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.9964795 3247.016231 20.3419483 2000-2012 –> 2013-2019 3.4953087 8232.212082
S_Atlantic (26.75,27] cstar_tref ~ temp + aou + silicate + phosphate 2.0274700 3268.614103 22.4386589 2000-2012 –> 2013-2019 3.5094199 8220.936504
S_Atlantic (26.75,27] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.6972050 2998.215462 20.0159739 2000-2012 –> 2013-2019 2.9303631 7451.552808
S_Atlantic (27,27.25] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.2850080 3567.129023 6.8427002 1982-1999 –> 2000-2012 2.5329043 8069.257161
S_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.2309926 3475.743939 6.1710285 1982-1999 –> 2000-2012 2.4863094 7994.093255
S_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.2390427 3489.614774 6.1395005 1982-1999 –> 2000-2012 2.5251246 8074.208953
S_Atlantic (27,27.25] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.3269041 3635.402734 6.9086599 1982-1999 –> 2000-2012 2.6200200 8234.920378
S_Atlantic (27,27.25] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.2590687 3523.733529 6.1585915 1982-1999 –> 2000-2012 2.5724269 8165.748269
S_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.3214323 3626.609337 6.8292874 1982-1999 –> 2000-2012 2.6156818 8228.524355
S_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.3232875 3629.594766 6.8299618 1982-1999 –> 2000-2012 2.6217875 8240.480478
S_Atlantic (27,27.25] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.3248909 3632.171654 6.8346329 1982-1999 –> 2000-2012 2.6256746 8247.865014
S_Atlantic (27,27.25] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.3189252 3622.568187 6.9132420 1982-1999 –> 2000-2012 2.5932754 8182.089879
S_Atlantic (27,27.25] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.3261844 3634.248254 6.8744572 1982-1999 –> 2000-2012 2.6122973 8218.908521
S_Atlantic (27,27.25] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.6067917 2145.718397 11.3679338 2000-2012 –> 2013-2019 2.8917997 5712.847419
S_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate 1.5206913 2081.704641 10.2768311 2000-2012 –> 2013-2019 2.8006634 5638.477715
S_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.5019552 2069.745237 8.1603219 2000-2012 –> 2013-2019 2.7329478 5545.489176
S_Atlantic (27,27.25] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.5011387 2069.132956 7.9496783 2000-2012 –> 2013-2019 2.7401814 5558.747730
S_Atlantic (27,27.25] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.6122997 2149.571684 8.3552847 2000-2012 –> 2013-2019 2.9392038 5784.974418
S_Atlantic (27,27.25] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.5041637 2071.399753 7.4450138 2000-2012 –> 2013-2019 2.7632325 5595.133282
S_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.4990611 2067.573476 7.9906297 2000-2012 –> 2013-2019 2.7695390 5610.503182
S_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.5977482 2139.363023 8.2463233 2000-2012 –> 2013-2019 2.9191805 5765.972360
S_Atlantic (27,27.25] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.5981359 2139.636224 8.2340576 2000-2012 –> 2013-2019 2.9214233 5769.230990
S_Atlantic (27,27.25] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.5992735 2140.437498 8.2323917 2000-2012 –> 2013-2019 2.9241644 5772.609153
S_Atlantic (27.25,27.5] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.2888260 3657.075862 5.2046594 1982-1999 –> 2000-2012 2.3344374 8412.946338
S_Atlantic (27.25,27.5] cstar_tref ~ aou + nitrate + silicate + phosphate_star 1.3168865 3701.986658 5.5878954 1982-1999 –> 2000-2012 2.4988775 8853.076557
S_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate 1.2900604 3657.160835 5.5100963 1982-1999 –> 2000-2012 2.4508970 8749.738488
S_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.2900593 3659.159014 5.5064898 1982-1999 –> 2000-2012 2.4241864 8678.316956
S_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.2877483 3655.253770 5.3622133 1982-1999 –> 2000-2012 2.4466628 8744.462310
S_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.2663702 3618.793080 5.4672985 1982-1999 –> 2000-2012 2.3294260 8428.272014
S_Atlantic (27.25,27.5] cstar_tref ~ temp + aou + nitrate + silicate 1.2802074 3640.462182 5.0477423 1982-1999 –> 2000-2012 2.3528881 8477.144192
S_Atlantic (27.25,27.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.2747255 3633.115906 5.0400499 1982-1999 –> 2000-2012 2.3132185 8366.853544
S_Atlantic (27.25,27.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.2756600 3634.711997 5.0113759 1982-1999 –> 2000-2012 2.3161655 8374.722643
S_Atlantic (27.25,27.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.2712648 3627.194902 4.9275247 1982-1999 –> 2000-2012 2.3217969 8398.277365
S_Atlantic (27.25,27.5] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.4691760 2102.615357 5.3355326 2000-2012 –> 2013-2019 2.7580020 5759.691219
S_Atlantic (27.25,27.5] cstar_tref ~ aou + nitrate + silicate + phosphate_star 1.4699912 2101.257721 5.3429410 2000-2012 –> 2013-2019 2.7868776 5803.244380
S_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate 1.4804156 2109.440681 6.6686504 2000-2012 –> 2013-2019 2.7704760 5766.601516
S_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.4627287 2097.522491 5.8813656 2000-2012 –> 2013-2019 2.7527880 5756.681505
S_Atlantic (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.4654753 2099.694821 5.9984040 2000-2012 –> 2013-2019 2.7532235 5754.948590
S_Atlantic (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.4803526 2111.391374 6.6593732 2000-2012 –> 2013-2019 2.7467228 5730.184453
S_Atlantic (27.25,27.5] cstar_tref ~ temp + aou + nitrate + silicate 1.5068501 2129.935675 5.5000395 2000-2012 –> 2013-2019 2.7870575 5770.397857
S_Atlantic (27.25,27.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.4667600 2100.709523 5.3588137 2000-2012 –> 2013-2019 2.7414855 5733.825429
S_Atlantic (27.25,27.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.4699722 2103.242746 5.3374928 2000-2012 –> 2013-2019 2.7456321 5737.954743
S_Atlantic (27.25,27.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.4641086 2098.614363 5.2594000 2000-2012 –> 2013-2019 2.7353734 5725.809265
S_Atlantic (27.5,27.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.9586153 4424.860550 4.0384184 1982-1999 –> 2000-2012 1.7798982 9544.589202
S_Atlantic (27.5,27.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.8961725 4209.048845 3.9709020 1982-1999 –> 2000-2012 1.6649402 9052.700374
S_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.8991952 4219.837433 4.0082297 1982-1999 –> 2000-2012 1.7017124 9242.994450
S_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.9106470 4260.384787 3.9930398 1982-1999 –> 2000-2012 1.6844852 9131.502131
S_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.9356585 4347.198017 4.0397860 1982-1999 –> 2000-2012 1.7312548 9334.167726
S_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.9538603 4408.928408 4.3916794 1982-1999 –> 2000-2012 1.7646536 9474.950957
S_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.9444184 4377.055113 4.0451461 1982-1999 –> 2000-2012 1.7471044 9401.090794
S_Atlantic (27.5,27.75] cstar_tref ~ temp + aou + nitrate + silicate 0.9867382 4515.503824 4.0673552 1982-1999 –> 2000-2012 1.8046846 9616.224574
S_Atlantic (27.5,27.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.9692410 4460.179825 4.0771760 1982-1999 –> 2000-2012 1.7803590 9527.875092
S_Atlantic (27.5,27.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.9604357 4430.939156 4.0508284 1982-1999 –> 2000-2012 1.7733233 9507.739901
S_Atlantic (27.5,27.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.1272537 2555.970099 4.4037029 2000-2012 –> 2013-2019 2.0858689 6980.830649
S_Atlantic (27.5,27.75] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.0766003 2480.017631 4.7547127 2000-2012 –> 2013-2019 2.0680577 7012.808636
S_Atlantic (27.5,27.75] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.0271434 2402.329575 4.6069412 2000-2012 –> 2013-2019 1.9504656 6707.003033
S_Atlantic (27.5,27.75] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.0514573 2440.979068 4.7700256 2000-2012 –> 2013-2019 1.9476298 6650.027913
S_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.0385207 2420.527563 4.7914304 2000-2012 –> 2013-2019 1.9377158 6640.364996
S_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.0577537 2450.842091 4.8351488 2000-2012 –> 2013-2019 1.9684007 6711.226878
S_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.0747852 2477.230062 5.0155555 2000-2012 –> 2013-2019 2.0104437 6824.428079
S_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.0937441 2506.116868 5.0409985 2000-2012 –> 2013-2019 2.0476044 6915.045276
S_Atlantic (27.5,27.75] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.0823671 2488.842946 5.0642548 2000-2012 –> 2013-2019 2.0267855 6865.898058
S_Atlantic (27.5,27.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.1260253 2554.168956 4.3005125 2000-2012 –> 2013-2019 2.0864610 6985.108111
S_Atlantic (27.75,27.85] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.9321216 1918.288951 4.1112165 1982-1999 –> 2000-2012 1.7325418 4171.800046
S_Atlantic (27.75,27.85] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.8012934 1704.743607 4.2040295 1982-1999 –> 2000-2012 1.5414436 3811.707649
S_Atlantic (27.75,27.85] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.8616273 1807.248617 3.7383647 1982-1999 –> 2000-2012 1.6680728 4074.798845
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.8038198 1709.188375 4.2997083 1982-1999 –> 2000-2012 1.5429352 3813.533586
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.8557926 1797.654440 4.7215009 1982-1999 –> 2000-2012 1.6189373 3961.891529
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.8640224 1811.168152 3.6896729 1982-1999 –> 2000-2012 1.6674423 4071.681826
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.8761160 1830.794660 3.5514650 1982-1999 –> 2000-2012 1.6856408 4105.479285
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.8249411 1745.811355 4.7502819 1982-1999 –> 2000-2012 1.5752015 3878.173286
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.8573923 1800.291328 3.4691389 1982-1999 –> 2000-2012 1.6477565 4030.134843
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.8791447 1835.667436 3.5299167 1982-1999 –> 2000-2012 1.6906396 4114.902423
S_Atlantic (27.75,27.85] cstar_tref ~ sal + aou + nitrate + phosphate 0.9200819 1040.447376 5.9320852 2000-2012 –> 2013-2019 1.8182101 2904.279860
S_Atlantic (27.75,27.85] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.8969286 1022.822860 5.8539294 2000-2012 –> 2013-2019 1.6982221 2727.566467
S_Atlantic (27.75,27.85] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.9154118 1038.529064 5.6565879 2000-2012 –> 2013-2019 1.8037332 2888.859022
S_Atlantic (27.75,27.85] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.9156517 1038.730828 4.2104796 2000-2012 –> 2013-2019 1.7772790 2845.979444
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.9008164 1026.153223 5.8972023 2000-2012 –> 2013-2019 1.7046362 2735.341598
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.9218849 1043.954811 4.1321855 2000-2012 –> 2013-2019 1.7859073 2855.122963
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.9438302 1062.069712 3.8860932 2000-2012 –> 2013-2019 1.8199462 2892.864373
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.9443064 1062.458155 6.3436611 2000-2012 –> 2013-2019 1.7692476 2808.269510
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.9299283 1050.643862 3.8349524 2000-2012 –> 2013-2019 1.7873206 2850.935190
S_Atlantic (27.75,27.85] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.9480185 1065.479065 3.8545374 2000-2012 –> 2013-2019 1.8271631 2901.146501
S_Atlantic (27.85,27.95] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.9690487 1923.197484 6.2227504 1982-1999 –> 2000-2012 1.8000673 4234.599015
S_Atlantic (27.85,27.95] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.9474069 1892.118835 2.6990788 1982-1999 –> 2000-2012 1.7364426 4106.993127
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.0136776 1985.152233 6.8566527 1982-1999 –> 2000-2012 1.8885712 4392.353993
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.0166044 1989.119424 2.7006250 1982-1999 –> 2000-2012 1.8726425 4355.752997
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.9980577 1963.784183 2.6986923 1982-1999 –> 2000-2012 1.8222022 4259.719445
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.0029535 1970.517447 2.7048858 1982-1999 –> 2000-2012 1.8326335 4278.917298
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.0235570 1998.498015 7.0208321 1982-1999 –> 2000-2012 1.9098832 4429.873474
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 0.9349669 1873.931524 4.1714159 1982-1999 –> 2000-2012 1.8184192 4299.259766
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.9897935 1952.343151 2.7108026 1982-1999 –> 2000-2012 1.8076181 4233.944603
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.0068108 1975.799247 2.7154999 1982-1999 –> 2000-2012 1.8389886 4289.796367
S_Atlantic (27.85,27.95] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.1290914 1258.604259 6.3166331 2000-2012 –> 2013-2019 2.0981402 3181.801743
S_Atlantic (27.85,27.95] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.0572358 1205.473831 3.4598645 2000-2012 –> 2013-2019 2.0046427 3097.592666
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.1294780 1258.880841 3.4719987 2000-2012 –> 2013-2019 2.1460824 3248.000265
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate 1.1339294 1260.058995 3.5416837 2000-2012 –> 2013-2019 2.1589601 3258.536716
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.1153716 1248.725967 3.4992112 2000-2012 –> 2013-2019 2.1134293 3212.510150
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.1199162 1252.011484 3.5068222 2000-2012 –> 2013-2019 2.1228697 3222.528931
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.0317926 1185.790884 5.2694814 2000-2012 –> 2013-2019 1.9667596 3059.722408
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.1100426 1244.856243 3.5413782 2000-2012 –> 2013-2019 2.0998361 3197.199394
S_Atlantic (27.85,27.95] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.1234144 1254.531377 3.5273595 2000-2012 –> 2013-2019 2.1302251 3230.330623
S_Atlantic (27.85,27.95] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 1.0020080 1162.123132 6.2823612 2000-2012 –> 2013-2019 2.0012240 3127.503377
S_Atlantic (27.95,28.05] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.1502342 4042.208270 6.5072344 1982-1999 –> 2000-2012 2.2331925 9445.299640
S_Atlantic (27.95,28.05] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.1671575 4079.949491 5.3828798 1982-1999 –> 2000-2012 2.2551056 9499.571664
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.1886810 4127.166843 6.7676178 1982-1999 –> 2000-2012 2.3085071 9650.641449
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.2407427 4237.932110 5.8315822 1982-1999 –> 2000-2012 2.3974571 9877.953725
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.9199759 3465.011358 4.1124440 1982-1999 –> 2000-2012 1.7811562 8044.087021
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.2095071 4172.047309 5.6281973 1982-1999 –> 2000-2012 2.3360997 9717.185088
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.2188727 4191.979013 5.6958808 1982-1999 –> 2000-2012 2.3559230 9770.343086
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.1931534 4136.870942 6.8043410 1982-1999 –> 2000-2012 2.3196931 9681.839856
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.2247131 4204.331019 5.7615912 1982-1999 –> 2000-2012 2.3653479 9794.013521
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.2157837 4185.422051 5.6605212 1982-1999 –> 2000-2012 2.3501699 9755.350962
S_Atlantic (27.95,28.05] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.1872457 2208.992979 5.7810091 2000-2012 –> 2013-2019 2.3374799 6251.201249
S_Atlantic (27.95,28.05] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.1534061 2169.087953 6.0120596 2000-2012 –> 2013-2019 2.3205636 6249.037444
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.2309895 2258.924403 6.1500502 2000-2012 –> 2013-2019 2.4196705 6386.091246
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 1.0347040 2019.214374 5.1686844 2000-2012 –> 2013-2019 1.9546798 5484.225732
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.1957806 2218.878075 6.2609785 2000-2012 –> 2013-2019 2.4052877 6390.925384
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.2015811 2225.555995 6.2997194 2000-2012 –> 2013-2019 2.4204538 6417.535008
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.2336424 2261.895320 6.2235299 2000-2012 –> 2013-2019 2.4267959 6398.766262
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.2051947 2229.699928 6.3584054 2000-2012 –> 2013-2019 2.4299078 6434.030947
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.2001866 2223.953445 6.2829982 2000-2012 –> 2013-2019 2.4159702 6409.375496
S_Atlantic (27.95,28.05] cstar_tref ~ sal + temp + silicate + phosphate_star 1.2103826 2233.627574 6.4207215 2000-2012 –> 2013-2019 2.4609268 6489.892383
S_Atlantic (28.05,28.1] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.9116899 2566.153516 4.1832683 1982-1999 –> 2000-2012 1.7481421 5720.726504
S_Atlantic (28.05,28.1] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.8862770 2511.761500 4.4354753 1982-1999 –> 2000-2012 1.6887351 5561.282242
S_Atlantic (28.05,28.1] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.9101501 2562.901311 5.2868341 1982-1999 –> 2000-2012 1.7497761 5727.063425
S_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.8959201 2532.582424 4.4525705 1982-1999 –> 2000-2012 1.7051556 5603.398185
S_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.9198493 2583.296245 4.5399225 1982-1999 –> 2000-2012 1.7477615 5711.885031
S_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.7460273 2180.319166 3.4878916 1982-1999 –> 2000-2012 1.4577875 4926.155471
S_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.8976259 2536.242206 4.4541814 1982-1999 –> 2000-2012 1.7091396 5614.176216
S_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.8467038 2423.875828 3.7452905 1982-1999 –> 2000-2012 1.6765408 5558.344317
S_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + phosphate + phosphate_star 0.8535389 2437.345190 3.6366133 1982-1999 –> 2000-2012 1.6894662 5588.328409
S_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.8372872 2402.358170 2.8145660 1982-1999 –> 2000-2012 1.6554239 5500.872676
S_Atlantic (28.05,28.1] cstar_tref ~ aou + nitrate + phosphate + phosphate_star 0.9577593 1426.301631 4.9354151 2000-2012 –> 2013-2019 1.8715285 3994.838288
S_Atlantic (28.05,28.1] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.9571506 1427.648045 4.8575126 2000-2012 –> 2013-2019 1.8688405 3993.801561
S_Atlantic (28.05,28.1] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.9459575 1415.555580 4.9552098 2000-2012 –> 2013-2019 1.8322346 3927.317080
S_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.9555787 1425.958387 5.0092949 2000-2012 –> 2013-2019 1.8514988 3958.540812
S_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.7934594 1234.838017 2.9885376 2000-2012 –> 2013-2019 1.5394867 3415.157183
S_Atlantic (28.05,28.1] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.9561589 1426.582344 5.0125266 2000-2012 –> 2013-2019 1.8537848 3962.824551
S_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.8558053 1312.596431 3.5696099 2000-2012 –> 2013-2019 1.7025091 3736.472259
S_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.9644038 1435.408760 4.9164997 2000-2012 –> 2013-2019 1.8821480 4014.296980
S_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + phosphate + phosphate_star 0.8779619 1336.872457 3.0940423 2000-2012 –> 2013-2019 1.7315008 3774.217647
S_Atlantic (28.05,28.1] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.8731274 1333.196161 2.7284131 2000-2012 –> 2013-2019 1.7104146 3735.554331
S_Atlantic (28.1,28.15] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.5181527 1447.054966 2.8864106 1982-1999 –> 2000-2012 1.0018445 3261.896031
S_Atlantic (28.1,28.15] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.5096502 1415.916730 2.9855069 1982-1999 –> 2000-2012 0.9974043 3252.502765
S_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.5126408 1426.927676 2.9862144 1982-1999 –> 2000-2012 1.0026499 3275.506469
S_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.5222568 1461.903031 3.0319100 1982-1999 –> 2000-2012 1.0182998 3342.301976
S_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.4774879 1293.237006 2.5856411 1982-1999 –> 2000-2012 0.9407815 2996.052024
S_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.5136418 1430.599095 2.9868371 1982-1999 –> 2000-2012 1.0048603 3285.587160
S_Atlantic (28.1,28.15] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.5108593 1420.376059 2.7854030 1982-1999 –> 2000-2012 1.0270352 3404.216349
S_Atlantic (28.1,28.15] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.5200779 1454.034623 2.8994407 1982-1999 –> 2000-2012 1.0052882 3277.025291
S_Atlantic (28.1,28.15] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.5275771 1480.978214 3.0016680 1982-1999 –> 2000-2012 1.0233836 3360.137186
S_Atlantic (28.1,28.15] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.5209401 1457.152196 2.9044917 1982-1999 –> 2000-2012 1.0073150 3286.375638
S_Atlantic (28.1,28.15] cstar_tref ~ aou + nitrate + phosphate + phosphate_star 0.5514719 806.118319 3.4299640 2000-2012 –> 2013-2019 1.0708781 2255.720621
S_Atlantic (28.1,28.15] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.5509153 807.144814 3.4771136 2000-2012 –> 2013-2019 1.0690680 2254.199781
S_Atlantic (28.1,28.15] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.5508934 807.106437 3.4442328 2000-2012 –> 2013-2019 1.0605436 2223.023167
S_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.5542712 812.999168 3.4481558 2000-2012 –> 2013-2019 1.0669119 2239.926844
S_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.5073327 727.697623 2.8452684 2000-2012 –> 2013-2019 0.9848206 2020.934630
S_Atlantic (28.1,28.15] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.5549347 814.152548 3.4479031 2000-2012 –> 2013-2019 1.0685765 2244.751643
S_Atlantic (28.1,28.15] cstar_tref ~ temp + aou + nitrate + phosphate 0.5545015 811.399581 3.4395939 2000-2012 –> 2013-2019 1.0754970 2266.752134
S_Atlantic (28.1,28.15] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.5295737 769.058404 3.1207843 2000-2012 –> 2013-2019 1.0404330 2189.434462
S_Atlantic (28.1,28.15] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.5536573 811.930952 3.4996191 2000-2012 –> 2013-2019 1.0737352 2265.965576
S_Atlantic (28.1,28.15] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.5543025 813.053576 3.5015746 2000-2012 –> 2013-2019 1.0752426 2270.205771
S_Atlantic (28.15,28.2] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.3038072 445.484978 1.3748150 1982-1999 –> 2000-2012 0.6108158 1081.294935
S_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.3072149 466.633768 1.4099767 1982-1999 –> 2000-2012 0.6127312 1089.716265
S_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.3023079 436.105268 1.3145507 1982-1999 –> 2000-2012 0.6085228 1065.153889
S_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.2994327 417.986521 1.3637081 1982-1999 –> 2000-2012 0.6047103 1039.027271
S_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.3033293 442.500456 1.3167215 1982-1999 –> 2000-2012 0.6099982 1075.418916
S_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 0.3045955 450.398528 1.3171328 1982-1999 –> 2000-2012 0.6119972 1089.550400
S_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 0.3039208 446.193876 1.3172628 1982-1999 –> 2000-2012 0.6110002 1082.606380
S_Atlantic (28.15,28.2] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.3044603 449.556361 1.3694713 1982-1999 –> 2000-2012 0.6113683 1084.510408
S_Atlantic (28.15,28.2] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 0.3053712 455.220946 1.3644347 1982-1999 –> 2000-2012 0.6124671 1091.773151
S_Atlantic (28.15,28.2] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 0.3049056 452.327403 1.3666054 1982-1999 –> 2000-2012 0.6118200 1087.336132
S_Atlantic (28.15,28.2] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 0.3173691 282.536086 1.1003701 2000-2012 –> 2013-2019 0.6211762 728.021064
S_Atlantic (28.15,28.2] cstar_tref ~ aou + silicate + phosphate + phosphate_star 0.3194587 287.033266 1.1087950 2000-2012 –> 2013-2019 0.6232696 730.541009
S_Atlantic (28.15,28.2] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 0.3184729 285.973424 1.1038743 2000-2012 –> 2013-2019 0.6207808 722.078692
S_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + phosphate + phosphate_star 0.3132606 269.636637 0.9443906 2000-2012 –> 2013-2019 0.6126934 687.623158
S_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + aou + silicate + phosphate 0.3196186 289.528493 1.1115517 2000-2012 –> 2013-2019 0.6229479 732.028949
S_Atlantic (28.15,28.2] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 0.3194184 288.908227 1.1103635 2000-2012 –> 2013-2019 0.6233669 735.274803
S_Atlantic (28.15,28.2] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 0.3133066 269.781796 0.9664634 2000-2012 –> 2013-2019 0.6165646 711.836705
S_Atlantic (28.15,28.2] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 0.3187748 286.911358 1.1089511 2000-2012 –> 2013-2019 0.6232350 736.467719
S_Atlantic (28.15,28.2] cstar_tref ~ temp + aou + phosphate + phosphate_star 0.3134785 268.324865 0.9556316 2000-2012 –> 2013-2019 0.6178868 715.557737
S_Atlantic (28.15,28.2] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 0.3112408 263.232512 1.0057395 2000-2012 –> 2013-2019 0.6137197 700.409831
S_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + phosphate 0.3434500 2796.986650 2.0578419 1982-1999 –> 2000-2012 0.6314655 4763.485264
S_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.3394072 2704.827801 2.2610073 1982-1999 –> 2000-2012 0.6235894 4522.990622
S_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + silicate 0.3477380 2895.655206 2.0271710 1982-1999 –> 2000-2012 0.6352212 4841.395215
S_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.3319375 2527.865991 2.1712509 1982-1999 –> 2000-2012 0.6151709 4308.506700
S_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.3477120 2897.060692 2.0433853 1982-1999 –> 2000-2012 0.6344106 4814.137603
S_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate 0.3470414 2879.709343 2.2105751 1982-1999 –> 2000-2012 0.6315870 4710.210406
S_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.3397378 2712.569327 2.2538025 1982-1999 –> 2000-2012 0.6242314 4543.021742
S_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.3399576 2717.712838 2.2539533 1982-1999 –> 2000-2012 0.6244320 4547.405263
S_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.3429869 2788.258865 2.2546647 1982-1999 –> 2000-2012 0.6272430 4609.335906
S_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.3377132 2665.039466 2.2457827 1982-1999 –> 2000-2012 0.6200844 4411.473496
S_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + phosphate 0.3881350 2136.524023 2.5733128 2000-2012 –> 2013-2019 0.7315850 4933.510673
S_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 0.3763196 1999.532513 2.8190814 2000-2012 –> 2013-2019 0.7157268 4704.360315
S_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + silicate 0.3990005 2260.655709 2.5280269 2000-2012 –> 2013-2019 0.7467385 5156.310915
S_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 0.3667410 1883.613225 2.7135915 2000-2012 –> 2013-2019 0.6986786 4411.479216
S_Atlantic (28.2, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 0.3980154 2251.541891 2.5932791 2000-2012 –> 2013-2019 0.7457274 5148.602582
S_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate 0.4028918 2304.291861 2.7447904 2000-2012 –> 2013-2019 0.7499333 5184.001205
S_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + phosphate 0.3768828 2006.255891 2.8143712 2000-2012 –> 2013-2019 0.7166205 4718.825218
S_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 0.3772655 2010.819551 2.8146106 2000-2012 –> 2013-2019 0.7172231 4728.532389
S_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + aou + nitrate + silicate 0.3844113 2095.182429 2.8105673 2000-2012 –> 2013-2019 0.7273983 4883.441294
S_Atlantic (28.2, Inf] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 0.3750319 1984.121463 2.8109611 2000-2012 –> 2013-2019 0.7127451 4649.160929
S_Pacific (-Inf,26] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 5.1172638 12146.996234 18.4860715 1982-1999 –> 2000-2012 10.4305692 28527.327029
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate 5.2518050 12248.181220 19.2059168 1982-1999 –> 2000-2012 10.6940066 28753.502696
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate 5.1769654 12193.114595 19.4474835 1982-1999 –> 2000-2012 10.5236611 28606.635324
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 5.1716058 12188.996161 19.3858681 1982-1999 –> 2000-2012 10.5142905 28598.540994
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + silicate 5.2059429 12215.307739 19.0912130 1982-1999 –> 2000-2012 10.5916197 28667.314387
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate 5.4846067 12420.634442 22.7067724 1982-1999 –> 2000-2012 11.0359910 29031.193514
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 5.1942812 12206.391212 19.7465416 1982-1999 –> 2000-2012 10.5510472 28629.881147
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate_star 5.4485335 12394.397278 21.4497317 1982-1999 –> 2000-2012 11.0089569 29013.575775
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 5.4845990 12422.628865 22.7030574 1982-1999 –> 2000-2012 11.0355908 29034.813383
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 5.3979517 12359.313394 20.8011454 1982-1999 –> 2000-2012 10.9209070 28944.671323
S_Pacific (-Inf,26] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 4.6958089 6378.196722 16.9127866 2000-2012 –> 2013-2019 9.8130726 18525.192956
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate 4.7407904 6396.655613 16.9763562 2000-2012 –> 2013-2019 9.9925955 18644.836834
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate 4.7098079 6384.584818 17.1648123 2000-2012 –> 2013-2019 9.8867733 18577.699412
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4.7082702 6383.884073 17.1587809 2000-2012 –> 2013-2019 9.8798760 18572.880234
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + aou + nitrate + silicate 4.7151431 6387.014402 16.9543140 2000-2012 –> 2013-2019 9.9210860 18602.322141
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate 5.1055545 6555.728280 18.0486103 2000-2012 –> 2013-2019 10.5901612 18976.362721
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 4.7205118 6389.456469 17.2179625 2000-2012 –> 2013-2019 9.9147930 18595.847681
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + nitrate + phosphate_star 4.9930705 6507.919665 16.7807920 2000-2012 –> 2013-2019 10.4416041 18902.316943
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 5.1051258 6557.548065 18.0293976 2000-2012 –> 2013-2019 10.5897248 18980.176930
S_Pacific (-Inf,26] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 4.9509836 6491.754202 16.5740169 2000-2012 –> 2013-2019 10.3489353 18851.067597
S_Pacific (26,26.5] cstar_tref ~ sal + aou + nitrate + silicate 3.5745071 11003.870125 22.3456740 1982-1999 –> 2000-2012 6.9381874 25812.829237
S_Pacific (26,26.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 3.5399991 10966.271298 20.5018337 1982-1999 –> 2000-2012 6.8929749 25759.310745
S_Pacific (26,26.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 3.5595204 10988.719641 20.8179344 1982-1999 –> 2000-2012 6.9217107 25797.187992
S_Pacific (26,26.5] cstar_tref ~ sal + aou + silicate + phosphate 3.6907895 11134.547582 11.4864914 1982-1999 –> 2000-2012 7.1424634 26088.687022
S_Pacific (26,26.5] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 3.6833792 11128.343596 11.6247303 1982-1999 –> 2000-2012 7.1235550 26065.723907
S_Pacific (26,26.5] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 3.6140722 11050.804215 18.6464506 1982-1999 –> 2000-2012 7.0446263 25972.438641
S_Pacific (26,26.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 3.5516991 10979.740469 24.7945116 1982-1999 –> 2000-2012 6.8634141 25703.167722
S_Pacific (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate 3.6796959 11124.259565 11.6947600 1982-1999 –> 2000-2012 7.1154755 26054.450975
S_Pacific (26,26.5] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 3.6769769 11121.242271 11.7115026 1982-1999 –> 2000-2012 7.1107389 26048.131234
S_Pacific (26,26.5] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 3.6744210 11118.403801 11.7307763 1982-1999 –> 2000-2012 7.1047903 26039.735331
S_Pacific (26,26.5] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 3.6176930 6078.105696 33.6728115 2000-2012 –> 2013-2019 7.3364980 17245.521254
S_Pacific (26,26.5] cstar_tref ~ sal + aou + nitrate + silicate 3.4661303 5980.153125 25.7908489 2000-2012 –> 2013-2019 7.0406374 16984.023250
S_Pacific (26,26.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 3.4197388 5951.943069 23.9850253 2000-2012 –> 2013-2019 6.9597378 16918.214366
S_Pacific (26,26.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 3.4408263 5965.725703 24.0072583 2000-2012 –> 2013-2019 7.0003467 16954.445345
S_Pacific (26,26.5] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 3.4966154 6001.785663 21.7189583 2000-2012 –> 2013-2019 7.1106876 17052.589879
S_Pacific (26,26.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 3.4539119 5974.235967 27.6244945 2000-2012 –> 2013-2019 7.0056110 16953.976437
S_Pacific (26,26.5] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3.6272678 6084.031689 34.2898239 2000-2012 –> 2013-2019 7.4771592 17392.858209
S_Pacific (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 3.6553400 6101.316204 34.3597149 2000-2012 –> 2013-2019 7.4103096 17308.236625
S_Pacific (26,26.5] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 3.6641930 6106.739576 34.5338295 2000-2012 –> 2013-2019 7.4275001 17322.713649
S_Pacific (26,26.5] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 3.6723142 6111.703218 34.4941716 2000-2012 –> 2013-2019 7.4420229 17334.614966
S_Pacific (26.5,26.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.7373329 6850.432446 7.8484038 1982-1999 –> 2000-2012 3.2572763 15585.737383
S_Pacific (26.5,26.75] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.7965925 6966.751648 9.2577058 1982-1999 –> 2000-2012 3.3773290 15888.184149
S_Pacific (26.5,26.75] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.7787082 6932.056282 9.3156277 1982-1999 –> 2000-2012 3.3198239 15733.015067
S_Pacific (26.5,26.75] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.7735245 6921.934618 9.3495786 1982-1999 –> 2000-2012 3.3011346 15681.118548
S_Pacific (26.5,26.75] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.7730328 6920.973056 9.3570524 1982-1999 –> 2000-2012 3.2985494 15673.648367
S_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + phosphate 1.8479680 7062.531378 9.2193420 1982-1999 –> 2000-2012 3.4052255 15910.941741
S_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 1.8243406 7019.904927 9.1520426 1982-1999 –> 2000-2012 3.3805279 15867.052495
S_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.7686713 6912.431547 7.9577897 1982-1999 –> 2000-2012 3.2693316 15587.140119
S_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.7899555 6953.916317 8.0085768 1982-1999 –> 2000-2012 3.2910746 15630.075664
S_Pacific (26.5,26.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.7939986 6961.740955 8.0030638 1982-1999 –> 2000-2012 3.2958219 15640.126183
S_Pacific (26.5,26.75] cstar_tref ~ aou + nitrate + phosphate + phosphate_star 2.1701886 4013.404789 12.8571782 2000-2012 –> 2013-2019 3.9949729 11032.152953
S_Pacific (26.5,26.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2.0938190 3950.061030 10.4955394 2000-2012 –> 2013-2019 3.8311518 10800.493475
S_Pacific (26.5,26.75] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.1515107 3999.638379 12.5614111 2000-2012 –> 2013-2019 3.9481032 10966.390027
S_Pacific (26.5,26.75] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.1279441 3979.549001 12.0401311 2000-2012 –> 2013-2019 3.9066523 10911.605283
S_Pacific (26.5,26.75] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.1203066 3972.990564 12.0985329 2000-2012 –> 2013-2019 3.8938310 10894.925182
S_Pacific (26.5,26.75] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2.1195544 3972.343388 12.1113994 2000-2012 –> 2013-2019 3.8925872 10893.316444
S_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 2.1697972 4015.075779 12.6938277 2000-2012 –> 2013-2019 3.9941378 11034.980706
S_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.1171576 3970.279694 10.4197044 2000-2012 –> 2013-2019 3.8858289 10882.711241
S_Pacific (26.5,26.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.1358111 3986.279884 10.4862765 2000-2012 –> 2013-2019 3.9257666 10940.196201
S_Pacific (26.5,26.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.1391213 3989.104592 10.4806799 2000-2012 –> 2013-2019 3.9331199 10950.845547
S_Pacific (26.75,27] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.3947986 8985.818221 11.8474870 1982-1999 –> 2000-2012 4.3382991 20583.684854
S_Pacific (26.75,27] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.3809839 8963.174524 11.5984479 1982-1999 –> 2000-2012 4.2887570 20457.880314
S_Pacific (26.75,27] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.3777992 8957.935745 11.6116952 1982-1999 –> 2000-2012 4.2752846 20422.578121
S_Pacific (26.75,27] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2.3775336 8957.498585 11.6132708 1982-1999 –> 2000-2012 4.2736708 20418.188930
S_Pacific (26.75,27] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 2.3751055 8953.499168 11.6507287 1982-1999 –> 2000-2012 4.2410268 20324.874809
S_Pacific (26.75,27] cstar_tref ~ temp + aou + nitrate + phosphate_star 2.3817487 8962.431398 11.4896463 1982-1999 –> 2000-2012 4.3507675 20630.826342
S_Pacific (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.3230738 8866.801604 10.5083191 1982-1999 –> 2000-2012 4.3013332 20563.228497
S_Pacific (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.3139180 8851.345079 10.1193155 1982-1999 –> 2000-2012 4.2637899 20467.409638
S_Pacific (26.75,27] cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2.3811169 8961.393138 11.4962067 1982-1999 –> 2000-2012 4.3466520 20619.942158
S_Pacific (26.75,27] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.3127617 8849.388831 10.0589041 1982-1999 –> 2000-2012 4.2584307 20453.455688
S_Pacific (26.75,27] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2.5757404 4852.944628 10.5509275 2000-2012 –> 2013-2019 4.9302148 13772.296811
S_Pacific (26.75,27] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.6352134 4899.648943 13.6141404 2000-2012 –> 2013-2019 5.0161974 13862.823467
S_Pacific (26.75,27] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.6346405 4899.204088 13.6251112 2000-2012 –> 2013-2019 5.0124397 13857.139833
S_Pacific (26.75,27] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2.6346594 4899.218708 13.6263166 2000-2012 –> 2013-2019 5.0121930 13856.717293
S_Pacific (26.75,27] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 2.6347243 4899.269155 13.6367842 2000-2012 –> 2013-2019 5.0098298 13852.768323
S_Pacific (26.75,27] cstar_tref ~ temp + aou + nitrate + phosphate_star 2.6350137 4897.493876 13.6777943 2000-2012 –> 2013-2019 5.0167624 13859.925274
S_Pacific (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.5610520 4841.243660 10.7083047 2000-2012 –> 2013-2019 4.8841257 13708.045264
S_Pacific (26.75,27] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.5600664 4840.456179 10.7852084 2000-2012 –> 2013-2019 4.8739844 13691.801258
S_Pacific (26.75,27] cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2.6351365 4897.589187 13.6867196 2000-2012 –> 2013-2019 5.0162534 13858.982325
S_Pacific (26.75,27] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.5601482 4840.521539 10.7950519 2000-2012 –> 2013-2019 4.8729099 13689.910370
S_Pacific (27,27.25] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2.7123389 14852.844160 15.4674459 1982-1999 –> 2000-2012 4.8394866 33343.468551
S_Pacific (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + phosphate 2.7018682 14829.095367 14.7217590 1982-1999 –> 2000-2012 4.8116912 33250.207613
S_Pacific (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.7005942 14826.199579 14.4809574 1982-1999 –> 2000-2012 4.8073673 33235.015371
S_Pacific (27,27.25] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2.7004384 14825.845353 14.4356569 1982-1999 –> 2000-2012 4.8066656 33232.458412
S_Pacific (27,27.25] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.6752048 14768.201825 16.4763062 1982-1999 –> 2000-2012 4.7817827 33176.230259
S_Pacific (27,27.25] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 2.8783602 15217.618035 15.6928501 1982-1999 –> 2000-2012 5.1957205 34436.239749
S_Pacific (27,27.25] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.8514629 15159.971985 22.4572530 1982-1999 –> 2000-2012 5.1390167 34268.555589
S_Pacific (27,27.25] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.8251469 15103.043262 22.0396381 1982-1999 –> 2000-2012 5.0828649 34100.034408
S_Pacific (27,27.25] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.8240793 15100.722614 22.0566401 1982-1999 –> 2000-2012 5.0800028 34090.955042
S_Pacific (27,27.25] cstar_tref ~ temp + nitrate + silicate + phosphate_star 2.8363436 15125.329283 21.1500648 1982-1999 –> 2000-2012 5.1229906 34228.542696
S_Pacific (27,27.25] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 3.1104886 8032.675654 11.2333637 2000-2012 –> 2013-2019 5.8228275 22885.519815
S_Pacific (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + phosphate 3.1070807 8029.233483 11.1917935 2000-2012 –> 2013-2019 5.8089488 22858.328850
S_Pacific (27,27.25] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3.1078369 8029.997643 11.1783267 2000-2012 –> 2013-2019 5.8084311 22856.197222
S_Pacific (27,27.25] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3.1080251 8030.187752 11.1727976 2000-2012 –> 2013-2019 5.8084635 22856.033104
S_Pacific (27,27.25] cstar_tref ~ sal + temp + nitrate + phosphate_star 3.2573762 8175.562181 10.1468246 2000-2012 –> 2013-2019 6.1886491 23503.026481
S_Pacific (27,27.25] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 3.0828571 8004.657295 12.6868557 2000-2012 –> 2013-2019 5.7580618 22772.859120
S_Pacific (27,27.25] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 3.2929789 8211.695706 18.1214084 2000-2012 –> 2013-2019 6.1444417 23371.667691
S_Pacific (27,27.25] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 3.2686722 8188.432318 17.7197133 2000-2012 –> 2013-2019 6.0938192 23291.475580
S_Pacific (27,27.25] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 3.2681139 8187.895892 17.7424643 2000-2012 –> 2013-2019 6.0921932 23288.618506
S_Pacific (27,27.25] cstar_tref ~ temp + nitrate + silicate + phosphate_star 3.2720470 8189.672523 17.2735909 2000-2012 –> 2013-2019 6.1083905 23315.001806
S_Pacific (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate 2.5208485 15948.031888 24.3395964 1982-1999 –> 2000-2012 4.6693906 35893.101251
S_Pacific (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2.5207725 15949.826782 24.4229941 1982-1999 –> 2000-2012 4.6675662 35889.465297
S_Pacific (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2.5205935 15949.343988 24.5132023 1982-1999 –> 2000-2012 4.6659822 35883.006348
S_Pacific (27.25,27.5] cstar_tref ~ sal + nitrate + silicate + phosphate 2.5300218 15972.731892 23.9086819 1982-1999 –> 2000-2012 4.6816996 35931.113898
S_Pacific (27.25,27.5] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2.5197116 15946.964333 24.5679314 1982-1999 –> 2000-2012 4.6681876 35893.752986
S_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2.6343491 16249.507617 17.7404808 1982-1999 –> 2000-2012 4.7823440 36194.252273
S_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 2.5188940 15944.757581 24.9283941 1982-1999 –> 2000-2012 4.6606093 35862.777650
S_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate 2.5327066 15979.943934 26.9213071 1982-1999 –> 2000-2012 4.7497100 36211.331388
S_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2.5166356 15938.658034 24.9201316 1982-1999 –> 2000-2012 4.6674651 35895.440291
S_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.5183334 15943.243944 26.0646910 1982-1999 –> 2000-2012 4.7198670 36112.714574
S_Pacific (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate 2.9360989 9092.521951 21.8646371 2000-2012 –> 2013-2019 5.4569474 25040.553839
S_Pacific (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2.9339575 9091.867640 21.3275455 2000-2012 –> 2013-2019 5.4547300 25041.694422
S_Pacific (27.25,27.5] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2.9342141 9092.185775 21.2822860 2000-2012 –> 2013-2019 5.4548076 25041.529763
S_Pacific (27.25,27.5] cstar_tref ~ sal + nitrate + silicate + phosphate 2.9340374 9089.966705 21.2646082 2000-2012 –> 2013-2019 5.4640592 25062.698597
S_Pacific (27.25,27.5] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2.9339212 9091.822713 21.3570478 2000-2012 –> 2013-2019 5.4536329 25038.787046
S_Pacific (27.25,27.5] cstar_tref ~ sal + nitrate + silicate + phosphate_star 2.9555835 9116.584762 23.8150137 2000-2012 –> 2013-2019 5.5136517 25164.282946
S_Pacific (27.25,27.5] cstar_tref ~ sal + temp + aou + nitrate + silicate 2.9358084 9094.161986 21.5770441 2000-2012 –> 2013-2019 5.4547024 25038.919567
S_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate 2.9467256 9105.665341 23.7028550 2000-2012 –> 2013-2019 5.4794322 25085.609275
S_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2.9334232 9091.205119 21.5512690 2000-2012 –> 2013-2019 5.4500589 25029.863153
S_Pacific (27.25,27.5] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.9325785 9090.157315 22.9008371 2000-2012 –> 2013-2019 5.4509119 25033.401259
S_Pacific (27.5,27.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2.1646577 15115.755698 21.6088332 1982-1999 –> 2000-2012 3.8571836 33678.806898
S_Pacific (27.5,27.75] cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 2.2376223 15342.236420 24.3772735 1982-1999 –> 2000-2012 3.9333161 33921.119468
S_Pacific (27.5,27.75] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2.2168700 15280.020029 22.5593269 1982-1999 –> 2000-2012 3.9047719 33816.983110
S_Pacific (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + silicate 2.1711533 15136.405886 14.6135638 1982-1999 –> 2000-2012 3.8575809 33665.035987
S_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2.1208686 14974.907324 18.2962693 1982-1999 –> 2000-2012 3.8015158 33470.795834
S_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.1449506 15052.723575 11.2078297 1982-1999 –> 2000-2012 3.9053364 33990.643829
S_Pacific (27.5,27.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.1456889 15055.095217 20.9760930 1982-1999 –> 2000-2012 3.8338642 33593.602618
S_Pacific (27.5,27.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.1289385 15001.081517 20.7093246 1982-1999 –> 2000-2012 3.8125342 33513.684833
S_Pacific (27.5,27.75] cstar_tref ~ temp + nitrate + silicate + phosphate 2.2148964 15271.881549 23.8541706 1982-1999 –> 2000-2012 3.9032410 33809.345187
S_Pacific (27.5,27.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.1353440 15021.786839 20.6023955 1982-1999 –> 2000-2012 3.8236877 33561.245321
S_Pacific (27.5,27.75] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2.5642590 8663.268062 10.3923679 2000-2012 –> 2013-2019 4.7289167 23779.023761
S_Pacific (27.5,27.75] cstar_tref ~ sal + temp + aou + nitrate + silicate 2.5976498 8710.671196 13.6323403 2000-2012 –> 2013-2019 4.7688030 23847.077082
S_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate 2.6082106 8723.537108 13.2122673 2000-2012 –> 2013-2019 4.8100823 23954.770516
S_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2.5373235 8624.577052 13.4392965 2000-2012 –> 2013-2019 4.6581921 23599.484376
S_Pacific (27.5,27.75] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2.4575280 8507.498195 10.8082666 2000-2012 –> 2013-2019 4.6024786 23560.221770
S_Pacific (27.5,27.75] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 2.6368770 8765.587858 7.4876192 2000-2012 –> 2013-2019 4.8497461 24033.158244
S_Pacific (27.5,27.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2.5311023 8615.582409 10.2281223 2000-2012 –> 2013-2019 4.6767912 23670.677626
S_Pacific (27.5,27.75] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2.5055381 8578.387651 10.2247407 2000-2012 –> 2013-2019 4.6344766 23579.469168
S_Pacific (27.5,27.75] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2.5108217 8586.106094 10.1518297 2000-2012 –> 2013-2019 4.6461657 23607.892933
S_Pacific (27.5,27.75] cstar_tref ~ temp + nitrate + silicate + phosphate_star 2.5882400 8695.374565 11.6357316 2000-2012 –> 2013-2019 4.8605029 24143.488426
S_Pacific (27.75,27.85] cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1.6336673 6382.979031 17.0035657 1982-1999 –> 2000-2012 3.0811699 14222.672740
S_Pacific (27.75,27.85] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.6305460 6378.599216 16.6080955 1982-1999 –> 2000-2012 3.0778660 14219.740810
S_Pacific (27.75,27.85] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.5911151 6296.934329 14.0637203 1982-1999 –> 2000-2012 3.0386176 14138.627942
S_Pacific (27.75,27.85] cstar_tref ~ sal + aou + nitrate + phosphate_star 1.6193707 6353.656479 13.3659702 1982-1999 –> 2000-2012 3.0700679 14202.997262
S_Pacific (27.75,27.85] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.6183675 6353.589113 13.3681853 1982-1999 –> 2000-2012 3.0688135 14204.171988
S_Pacific (27.75,27.85] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.5903223 6295.271818 14.1256020 1982-1999 –> 2000-2012 3.0427052 14151.694547
S_Pacific (27.75,27.85] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.5928073 6300.480426 14.0110749 1982-1999 –> 2000-2012 3.0412022 14144.870790
S_Pacific (27.75,27.85] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.5895413 6293.632997 14.1260175 1982-1999 –> 2000-2012 3.0454551 14160.681520
S_Pacific (27.75,27.85] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 1.6336569 6384.957738 16.9838210 1982-1999 –> 2000-2012 3.0726487 14200.846177
S_Pacific (27.75,27.85] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.6303290 6378.155224 16.5188992 1982-1999 –> 2000-2012 3.0785767 14222.100847
S_Pacific (27.75,27.85] cstar_tref ~ sal + aou + nitrate + phosphate 1.7343039 3659.596747 12.2382290 2000-2012 –> 2013-2019 3.3319093 9968.111135
S_Pacific (27.75,27.85] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.7338580 3661.120474 12.3993214 2000-2012 –> 2013-2019 3.3249731 9958.054803
S_Pacific (27.75,27.85] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.7270558 3653.840506 12.6721219 2000-2012 –> 2013-2019 3.3191210 9952.766346
S_Pacific (27.75,27.85] cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1.7341970 3659.482597 12.3350598 2000-2012 –> 2013-2019 3.3515556 10008.991268
S_Pacific (27.75,27.85] cstar_tref ~ sal + nitrate + silicate + phosphate 1.7270595 3651.844515 12.6883703 2000-2012 –> 2013-2019 3.3687882 10051.244537
S_Pacific (27.75,27.85] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.7269722 3653.750854 12.5949862 2000-2012 –> 2013-2019 3.3346563 9985.244894
S_Pacific (27.75,27.85] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.7335438 3660.784793 12.4482324 2000-2012 –> 2013-2019 3.3238661 9956.056610
S_Pacific (27.75,27.85] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.7392959 3666.919853 12.3352953 2000-2012 –> 2013-2019 3.3321032 9967.400280
S_Pacific (27.75,27.85] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.7335546 3660.796383 12.4237134 2000-2012 –> 2013-2019 3.3230959 9954.429380
S_Pacific (27.75,27.85] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.7269635 3653.741498 12.6351873 2000-2012 –> 2013-2019 3.3638020 10045.189898
S_Pacific (27.85,27.95] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.4938415 6876.491494 9.2141978 1982-1999 –> 2000-2012 2.8044899 15810.842865
S_Pacific (27.85,27.95] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.4694248 6814.362103 8.8956251 1982-1999 –> 2000-2012 2.7740344 15724.329729
S_Pacific (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.4605894 6791.625212 8.8589486 1982-1999 –> 2000-2012 2.7594187 15678.146945
S_Pacific (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.4655524 6804.413816 9.0392974 1982-1999 –> 2000-2012 2.7677989 15704.809051
S_Pacific (27.85,27.95] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.4571020 6782.612878 8.9192243 1982-1999 –> 2000-2012 2.7543384 15662.655288
S_Pacific (27.85,27.95] cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 1.4877626 6861.118891 8.9904092 1982-1999 –> 2000-2012 2.7853814 15742.717402
S_Pacific (27.85,27.95] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.4875159 6860.493613 9.1965656 1982-1999 –> 2000-2012 2.7906193 15764.362186
S_Pacific (27.85,27.95] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.4916743 6871.018166 9.2139366 1982-1999 –> 2000-2012 2.7989369 15791.712136
S_Pacific (27.85,27.95] cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1.4908326 6866.890255 8.9888771 1982-1999 –> 2000-2012 2.8022623 15802.388210
S_Pacific (27.85,27.95] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.4860224 6856.706640 9.1879263 1982-1999 –> 2000-2012 2.7863584 15749.349761
S_Pacific (27.85,27.95] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.6108356 3744.721016 10.2162525 2000-2012 –> 2013-2019 3.0802604 10559.083119
S_Pacific (27.85,27.95] cstar_tref ~ sal + aou + nitrate + phosphate_star 1.6157758 3748.747428 10.1312925 2000-2012 –> 2013-2019 3.1094480 10622.811523
S_Pacific (27.85,27.95] cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1.6157723 3750.743084 10.1237457 2000-2012 –> 2013-2019 3.1068431 10620.235694
S_Pacific (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate 1.6373608 3774.863665 10.9872294 2000-2012 –> 2013-2019 3.1424383 10677.605203
S_Pacific (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.6016556 3733.473504 10.1092576 2000-2012 –> 2013-2019 3.0622450 10525.098716
S_Pacific (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.6081269 3741.409002 10.2220127 2000-2012 –> 2013-2019 3.0736793 10545.822818
S_Pacific (27.85,27.95] cstar_tref ~ sal + temp + aou + nitrate + silicate 1.6339252 3772.729899 10.6829334 2000-2012 –> 2013-2019 3.1291743 10652.772140
S_Pacific (27.85,27.95] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.5980301 3729.013750 10.0573951 2000-2012 –> 2013-2019 3.0551321 10511.626629
S_Pacific (27.85,27.95] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.6849708 3833.271590 10.3879236 2000-2012 –> 2013-2019 3.1724867 10693.765203
S_Pacific (27.85,27.95] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.6840385 3832.182356 10.3601914 2000-2012 –> 2013-2019 3.1700609 10688.888996
S_Pacific (27.95,28.05] cstar_tref ~ aou + nitrate + silicate + phosphate 1.6825215 8052.056150 5.9231508 1982-1999 –> 2000-2012 3.2585045 18564.930809
S_Pacific (27.95,28.05] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.5033239 7587.154484 6.1650058 1982-1999 –> 2000-2012 2.9773744 17727.317070
S_Pacific (27.95,28.05] cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 1.5905542 7819.005112 5.5925082 1982-1999 –> 2000-2012 3.1278553 18192.615835
S_Pacific (27.95,28.05] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.6823625 8053.664420 5.8748194 1982-1999 –> 2000-2012 3.2517000 18544.858413
S_Pacific (27.95,28.05] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.5747175 7779.517673 5.5193757 1982-1999 –> 2000-2012 3.0791846 18034.140070
S_Pacific (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.3982948 7286.880070 6.9884119 1982-1999 –> 2000-2012 2.7428316 16911.673426
S_Pacific (27.95,28.05] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.4941735 7561.841652 6.1819655 1982-1999 –> 2000-2012 2.9619421 17678.070500
S_Pacific (27.95,28.05] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.5434394 7696.338335 6.1676750 1982-1999 –> 2000-2012 3.0404844 17923.245704
S_Pacific (27.95,28.05] cstar_tref ~ temp + nitrate + silicate + phosphate 1.4962351 7565.558302 6.2901471 1982-1999 –> 2000-2012 2.9659539 17687.228239
S_Pacific (27.95,28.05] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.4946106 7563.054495 6.1940309 1982-1999 –> 2000-2012 2.9619677 17677.711829
S_Pacific (27.95,28.05] cstar_tref ~ aou + nitrate + silicate + phosphate 1.8946623 4683.612625 7.0649668 2000-2012 –> 2013-2019 3.5771837 12735.668775
S_Pacific (27.95,28.05] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.6058679 4310.208514 7.5635830 2000-2012 –> 2013-2019 3.1091917 11897.362999
S_Pacific (27.95,28.05] cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 1.7476085 4500.214085 6.9195894 2000-2012 –> 2013-2019 3.3381627 12319.219197
S_Pacific (27.95,28.05] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.8700757 4655.962611 6.2781219 2000-2012 –> 2013-2019 3.5524382 12709.627032
S_Pacific (27.95,28.05] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.7476077 4502.213029 6.9144432 2000-2012 –> 2013-2019 3.3223251 12281.730701
S_Pacific (27.95,28.05] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.5544992 4236.408833 8.6909266 2000-2012 –> 2013-2019 2.9527940 11523.288904
S_Pacific (27.95,28.05] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.5959936 4296.207502 7.7075826 2000-2012 –> 2013-2019 3.0901671 11858.049154
S_Pacific (27.95,28.05] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.6484031 4369.552303 6.7407254 2000-2012 –> 2013-2019 3.1918425 12065.890638
S_Pacific (27.95,28.05] cstar_tref ~ temp + nitrate + silicate + phosphate 1.5983645 4297.577150 8.1334647 2000-2012 –> 2013-2019 3.0945996 11863.135452
S_Pacific (27.95,28.05] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.5963987 4296.783602 7.7406764 2000-2012 –> 2013-2019 3.0910093 11859.838097
S_Pacific (28.05,28.1] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.5637183 4134.139151 6.2983231 1982-1999 –> 2000-2012 2.9110561 9783.560078
S_Pacific (28.05,28.1] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.5727701 4146.883576 6.4828753 1982-1999 –> 2000-2012 2.9179991 9791.163661
S_Pacific (28.05,28.1] cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1.5750064 4148.020870 6.4308671 1982-1999 –> 2000-2012 2.9239078 9799.248576
S_Pacific (28.05,28.1] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.5634928 4133.820653 6.2370320 1982-1999 –> 2000-2012 2.9123738 9786.998746
S_Pacific (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.5725322 4146.549525 6.4817935 1982-1999 –> 2000-2012 2.9177511 9790.805224
S_Pacific (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.5730808 4147.319741 6.4907549 1982-1999 –> 2000-2012 2.9183201 9791.625125
S_Pacific (28.05,28.1] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.5726678 4146.740016 6.4831604 1982-1999 –> 2000-2012 2.9178890 9791.001033
S_Pacific (28.05,28.1] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.5637734 4134.216933 6.2965464 1982-1999 –> 2000-2012 2.9113576 9784.238069
S_Pacific (28.05,28.1] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.5637644 4134.204225 6.3034887 1982-1999 –> 2000-2012 2.9110059 9783.390586
S_Pacific (28.05,28.1] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.5637370 4134.165536 6.2974354 1982-1999 –> 2000-2012 2.9112232 9783.947966
S_Pacific (28.05,28.1] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.7879589 2454.016155 6.0129932 2000-2012 –> 2013-2019 3.3516772 6588.155306
S_Pacific (28.05,28.1] cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1.7807344 2449.076545 6.6235537 2000-2012 –> 2013-2019 3.3535045 6595.960120
S_Pacific (28.05,28.1] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.7746833 2444.923839 6.4065664 2000-2012 –> 2013-2019 3.3521743 6598.425097
S_Pacific (28.05,28.1] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.7682867 2440.518581 6.3259147 2000-2012 –> 2013-2019 3.3317795 6574.339234
S_Pacific (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate 1.7807852 2449.111361 6.6200541 2000-2012 –> 2013-2019 3.3533173 6595.660885
S_Pacific (28.05,28.1] cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1.7806109 2448.991926 6.6359033 2000-2012 –> 2013-2019 3.3536917 6596.311667
S_Pacific (28.05,28.1] cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1.7807226 2449.068452 6.6245397 2000-2012 –> 2013-2019 3.3533904 6595.808468
S_Pacific (28.05,28.1] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.7892567 2454.901378 5.9956546 2000-2012 –> 2013-2019 3.3530301 6589.118311
S_Pacific (28.05,28.1] cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1.7848564 2451.897343 6.0320939 2000-2012 –> 2013-2019 3.3486208 6586.101568
S_Pacific (28.05,28.1] cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1.7883180 2454.261104 6.0053914 2000-2012 –> 2013-2019 3.3520549 6588.426639
S_Pacific (28.1, Inf] cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1.2094516 25721.070233 9.2327109 1982-1999 –> 2000-2012 2.1858923 57230.787367
S_Pacific (28.1, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.1289619 24620.826779 7.2573977 1982-1999 –> 2000-2012 2.0832804 55613.179650
S_Pacific (28.1, Inf] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.1458601 24858.182961 9.3148452 1982-1999 –> 2000-2012 2.1058246 55983.707332
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.1452789 24850.077429 9.3146343 1982-1999 –> 2000-2012 2.1046802 55962.351770
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.1446588 24841.425354 9.3129852 1982-1999 –> 2000-2012 2.1033322 55936.564280
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.1378749 24746.460236 9.3969921 1982-1999 –> 2000-2012 2.0890198 55663.609998
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.1446317 24841.047459 9.3134566 1982-1999 –> 2000-2012 2.1032672 55935.294626
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + silicate + phosphate_star 1.1522656 24945.241675 8.9042549 1982-1999 –> 2000-2012 2.1246896 56359.897088
S_Pacific (28.1, Inf] cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1.2181570 25835.650239 9.1688162 1982-1999 –> 2000-2012 2.2004356 57479.940969
S_Pacific (28.1, Inf] cstar_tref ~ temp + aou + silicate + phosphate + phosphate_star 1.1829143 25366.628180 9.7005492 1982-1999 –> 2000-2012 2.1660680 57031.022897
S_Pacific (28.1, Inf] cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1.2779508 14256.192978 17.8589991 2000-2012 –> 2013-2019 2.4069127 38877.019757
S_Pacific (28.1, Inf] cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1.3203018 14535.204871 18.2720817 2000-2012 –> 2013-2019 2.4661619 39393.387832
S_Pacific (28.1, Inf] cstar_tref ~ sal + nitrate + silicate + phosphate 1.3043709 14429.314868 16.2965006 2000-2012 –> 2013-2019 2.5543524 40674.981755
S_Pacific (28.1, Inf] cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1.2989713 14395.814323 16.7613500 2000-2012 –> 2013-2019 2.4899534 39871.034554
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate 1.3197250 14531.465391 18.2731031 2000-2012 –> 2013-2019 2.4650039 39381.542820
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1.3192370 14528.299968 18.2751069 2000-2012 –> 2013-2019 2.4638958 39369.725322
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1.2973341 14385.021672 16.3727924 2000-2012 –> 2013-2019 2.5473003 40632.493125
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1.3169693 14513.576444 18.4867420 2000-2012 –> 2013-2019 2.4548441 39260.036681
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1.3192334 14528.277005 18.2759825 2000-2012 –> 2013-2019 2.4638652 39369.324464
S_Pacific (28.1, Inf] cstar_tref ~ sal + temp + silicate + phosphate_star 1.3193348 14526.934597 18.2238966 2000-2012 –> 2013-2019 2.4716004 39472.176271

5.3 Target variable coefficients

A data frame to map the target variable is prepared.

# create table with two era belonging to one eras
eras_forward <- lm_all_fitted_wide %>%
  arrange(era) %>% 
  group_by(basin, gamma_slab, model) %>% 
  mutate(eras = paste(era, lead(era), sep = " --> ")) %>% 
  ungroup() %>% 
  select(era, eras) %>% 
  unique()

eras_backward <- lm_all_fitted_wide %>%
  arrange(era) %>% 
  group_by(basin, gamma_slab, model) %>% 
  mutate(eras = paste(lag(era), era, sep = " --> ")) %>% 
  ungroup() %>% 
  select(era, eras) %>% 
  unique()

eras_era <- full_join(eras_backward, eras_forward) %>% 
  filter(str_detect(eras, "NA") == FALSE)

# extend best model selection from eras to era
lm_best_target <- full_join(
  lm_best %>% select(basin, gamma_slab, model, eras),
  eras_era)

lm_best_target <- left_join(lm_best_target, lm_all_fitted_wide)

rm(eras_era, eras_forward, eras_backward,
   lm_all_fitted)

5.4 Cant coeffcients

A data frame of coefficient offsets is prepared to facilitate the direct mapping of Cant.

# pivot long format
lm_best_long <- lm_best_target %>%
  pivot_longer(cols = starts_with("coeff_"),
               names_to = "term",
               values_to = "estimate",
               names_prefix = "coeff_")

# subtract coefficients of adjacent era  
lm_best_long <- lm_best_long %>%
  arrange(era) %>%
  group_by(basin, gamma_slab, eras, model, term) %>%
  mutate(delta_coeff = estimate - lag(estimate)) %>%
  ungroup() %>%
  arrange(basin, gamma_slab, model, term, eras) %>%
  drop_na() %>%
  select(-c(era,estimate))

# pivot back to wide format
lm_best_cant <- lm_best_long %>%
  pivot_wider(values_from = delta_coeff,
              names_from = term,
              names_prefix = "delta_coeff_",
              values_fill = 0)

5.5 Write files

lm_best_target %>%
  select(
    basin,
    gamma_slab,
    model,
    eras,
    era,
    starts_with("coeff_")
  ) %>%
  write_csv(paste(path_version_data,
                  "lm_best_target.csv",
                  sep = ""))

lm_best_cant %>%
  select(
    basin,
    gamma_slab,
    model,
    eras,
    starts_with("delta_coeff_")
  ) %>%
  write_csv(paste(path_version_data,
                  "lm_best_cant.csv",
                  sep = ""))

6 Model diagnotics

6.1 Selection criterion vs predictors

The selection criterion (rmse) was plotted against the number of predictors (limited to 2 - 5).

6.1.1 All models

lm_all_fitted_wide %>%
  ggplot(aes(as.factor(n_predictors),
             !!sym(params_local$MLR_criterion),
             col = basin)) +
  geom_hline(yintercept = 10) +
  geom_boxplot() +
  facet_grid(gamma_slab~era) +
  scale_color_brewer(palette = "Set1") +
  labs(x="Number of predictors")

Version Author Date
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19

6.1.2 Best models

lm_best_target %>%
  ggplot(aes("",
             !!sym(params_local$MLR_criterion),
             col = basin)) +
  geom_hline(yintercept = 10) +
  geom_boxplot() +
  facet_grid(gamma_slab~era) +
  scale_color_brewer(palette = "Set1") +
  labs(x="Number of predictors pooled")

Version Author Date
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19

6.2 RMSE correlation between eras

RMSE was plotted to compare the agreement for one model applied to two adjacent eras (ie check whether the same predictor combination performs equal in both eras).

6.2.1 All models

# find max rmse to scale axis
max_rmse <-
  max(c(lm_all_fitted_wide_eras$rmse,
        lm_all_fitted_wide_eras$rmse_sum - lm_all_fitted_wide_eras$rmse))

lm_all_fitted_wide_eras %>%
  ggplot(aes(rmse, rmse_sum - rmse, col = gamma_slab)) +
  geom_point() +
  scale_color_viridis_d() +
  coord_equal(xlim = c(0,max_rmse),
              ylim = c(0,max_rmse)) +
  facet_grid(eras ~ basin)

Version Author Date
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19 
rm(max_rmse)

6.2.2 Best models

# find max rmse to scale axis
max_rmse <-
  max(c(lm_best$rmse,
        lm_best$rmse_sum - lm_best$rmse))

lm_best %>%
  ggplot(aes(rmse, rmse_sum - rmse, col = gamma_slab)) +
  geom_point() +
  scale_color_viridis_d() +
  coord_equal(xlim = c(0,max_rmse),
              ylim = c(0,max_rmse)) +
  facet_grid(eras ~ basin)

Version Author Date
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19 
rm(max_rmse)

6.3 Predictor counts

The number of models where a particular predictor was included were counted for each basin, density slab and compared eras

# calculate cases of predictor used
lm_all_stats <- lm_best_long %>% 
  filter(term != "(Intercept)",
         delta_coeff != 0) %>% 
  group_by(basin, eras, gamma_slab) %>% 
  count(term) %>% 
  ungroup() %>% 
  pivot_wider(values_from = n, names_from = term)

# print table
lm_all_stats %>%
  gt(rowname_col = "gamma_slab",
     groupname_col = c("basin", "eras")) %>% 
  summary_rows(
    groups = TRUE,
    fns = list(total = "sum")
  )
aou nitrate phosphate phosphate_star sal silicate temp
Indian - 1982-1999 --> 2000-2012
(-Inf,26] 8 4 8 8 9 5 8
(26,26.5] 7 3 7 8 4 10 9
(26.5,26.75] 7 4 8 8 4 10 8
(26.75,27] 6 6 6 8 4 10 9
(27,27.25] 6 10 5 9 6 3 9
(27.25,27.5] 4 10 6 6 9 4 9
(27.5,27.75] 6 5 6 7 9 7 9
(27.75,27.85] 6 4 7 6 8 10 7
(27.85,27.95] 5 4 6 7 10 10 6
(27.95,28.05] 5 4 5 8 10 10 6
(28.05,28.1] 6 4 7 7 10 10 4
(28.1, Inf] 5 6 7 6 10 10 5
total 71.00 64.00 78.00 88.00 93.00 99.00 89.00
Indian - 2000-2012 --> 2013-2019
(-Inf,26] 8 4 8 8 9 5 8
(26,26.5] 5 3 6 9 6 10 9
(26.5,26.75] 7 4 7 8 3 10 9
(26.75,27] 7 5 7 8 5 10 8
(27,27.25] 6 10 6 9 5 3 9
(27.25,27.5] 6 10 7 5 8 3 9
(27.5,27.75] 5 5 5 8 10 6 9
(27.75,27.85] 7 4 9 6 8 10 4
(27.85,27.95] 6 4 6 8 9 10 5
(27.95,28.05] 5 4 6 8 10 10 5
(28.05,28.1] 6 4 7 7 10 10 4
(28.1, Inf] 5 6 7 6 10 10 5
total 73.00 63.00 81.00 90.00 93.00 97.00 84.00
N_Atlantic - 1982-1999 --> 2000-2012
(-Inf,26] 8 5 7 7 10 5 8
(26,26.5] 7 6 6 7 10 6 8
(26.5,26.75] 7 5 6 8 3 10 9
(26.75,27] 9 5 7 5 7 10 6
(27,27.25] 9 5 6 4 9 10 5
(27.25,27.5] 8 10 6 5 8 5 7
(27.5,27.75] 4 4 4 10 10 4 10
(27.75,27.85] 9 7 7 9 2 7 7
(27.85,27.95] 8 4 7 7 10 6 7
(27.95,28.05] 6 7 6 9 8 4 9
(28.05,28.1] 9 8 7 7 8 5 6
(28.1,28.15] 9 10 5 6 9 3 6
(28.15,28.2] 9 10 5 5 9 4 6
(28.2, Inf] 8 10 6 5 10 4 5
total 110.00 96.00 85.00 94.00 113.00 83.00 99.00
N_Atlantic - 2000-2012 --> 2013-2019
(-Inf,26] 8 6 6 6 10 5 8
(26,26.5] 7 4 5 7 9 8 9
(26.5,26.75] 7 6 6 7 3 10 9
(26.75,27] 8 4 6 6 10 10 4
(27,27.25] 8 5 6 5 10 10 4
(27.25,27.5] 9 10 5 5 10 3 5
(27.5,27.75] 5 5 5 10 10 3 9
(27.75,27.85] 9 7 7 9 2 7 7
(27.85,27.95] 8 4 7 7 10 6 7
(27.95,28.05] 6 7 6 9 8 4 9
(28.05,28.1] 9 7 7 7 8 5 7
(28.1,28.15] 8 10 6 6 9 4 6
(28.15,28.2] 9 10 4 5 10 4 5
(28.2, Inf] 7 10 6 5 10 4 6
total 108.00 95.00 82.00 94.00 119.00 83.00 95.00
N_Pacific - 1982-1999 --> 2000-2012
(-Inf,26] 9 8 7 6 4 8 7
(26,26.5] 8 4 7 7 3 10 9
(26.5,26.75] 8 5 8 7 5 10 7
(26.75,27] 7 3 7 7 10 8 6
(27,27.25] 7 6 7 6 10 8 4
(27.25,27.5] 5 10 5 5 10 3 9
(27.5,27.75] 4 7 4 7 10 10 6
(27.75,27.85] 5 10 5 6 6 10 7
(27.85,27.95] 6 8 6 9 5 9 6
(27.95,28.05] 6 6 6 8 5 10 8
(28.05,28.1] 6 4 6 9 6 9 9
(28.1, Inf] 8 3 8 8 7 7 8
total 79.00 74.00 76.00 85.00 81.00 102.00 86.00
N_Pacific - 2000-2012 --> 2013-2019
(-Inf,26] 9 8 7 6 4 8 7
(26,26.5] 8 4 7 7 3 10 9
(26.5,26.75] 8 5 8 7 5 10 7
(26.75,27] 7 3 6 7 10 9 6
(27,27.25] 5 8 5 5 10 9 6
(27.25,27.5] 5 10 5 4 10 4 9
(27.5,27.75] 5 6 5 6 10 10 7
(27.75,27.85] 5 10 5 7 5 10 7
(27.85,27.95] 6 8 6 9 5 9 6
(27.95,28.05] 7 5 7 8 5 10 8
(28.05,28.1] 7 4 7 8 7 9 8
(28.1, Inf] 8 3 8 7 8 8 7
total 80.00 74.00 76.00 81.00 82.00 106.00 87.00
S_Atlantic - 1982-1999 --> 2000-2012
(-Inf,26] 6 4 6 6 8 10 9
(26,26.5] 10 7 5 5 6 10 6
(26.5,26.75] 9 4 8 7 3 10 7
(26.75,27] 9 3 8 7 4 10 7
(27,27.25] 8 6 7 7 7 10 5
(27.25,27.5] 9 10 4 5 4 10 5
(27.5,27.75] 8 6 5 6 6 10 8
(27.75,27.85] 7 6 7 8 9 6 7
(27.85,27.95] 6 6 7 6 10 7 8
(27.95,28.05] 7 5 7 7 10 6 8
(28.05,28.1] 9 6 9 9 6 3 7
(28.1,28.15] 8 9 8 8 5 4 8
(28.15,28.2] 8 5 8 8 6 8 7
(28.2, Inf] 9 10 5 4 10 4 5
total 113.00 87.00 94.00 93.00 94.00 108.00 97.00
S_Atlantic - 2000-2012 --> 2013-2019
(-Inf,26] 6 2 6 6 8 5 7
(26,26.5] 9 7 7 5 4 10 7
(26.5,26.75] 8 4 8 8 4 10 7
(26.75,27] 9 3 8 7 4 10 7
(27,27.25] 8 6 6 6 9 10 4
(27.25,27.5] 9 10 4 5 4 10 5
(27.5,27.75] 8 6 5 7 8 10 6
(27.75,27.85] 7 6 8 6 10 6 6
(27.85,27.95] 7 5 6 6 9 8 8
(27.95,28.05] 6 4 7 8 10 6 8
(28.05,28.1] 9 7 10 8 4 3 7
(28.1,28.15] 8 9 10 7 4 3 7
(28.15,28.2] 9 4 9 8 4 7 7
(28.2, Inf] 9 10 5 4 10 4 5
total 112.00 83.00 99.00 91.00 92.00 102.00 91.00
S_Pacific - 1982-1999 --> 2000-2012
(-Inf,26] 5 10 5 5 10 3 9
(26,26.5] 8 5 6 5 10 10 4
(26.5,26.75] 8 10 8 7 4 4 8
(26.75,27] 7 10 7 8 4 3 9
(27,27.25] 6 10 6 8 5 5 9
(27.25,27.5] 5 10 4 4 10 9 5
(27.5,27.75] 4 10 7 6 4 10 7
(27.75,27.85] 9 10 6 9 6 3 5
(27.85,27.95] 7 10 8 8 4 4 8
(27.95,28.05] 5 10 9 5 3 10 5
(28.05,28.1] 6 10 8 8 6 5 6
(28.1, Inf] 7 4 7 7 7 10 7
total 77.00 109.00 81.00 80.00 73.00 76.00 82.00
S_Pacific - 2000-2012 --> 2013-2019
(-Inf,26] 5 10 5 5 10 3 9
(26,26.5] 7 10 6 6 6 9 5
(26.5,26.75] 8 10 8 8 4 4 7
(26.75,27] 7 10 7 8 3 4 9
(27,27.25] 5 10 5 8 6 5 9
(27.25,27.5] 4 10 4 4 10 10 4
(27.5,27.75] 5 10 5 6 4 9 9
(27.75,27.85] 5 10 9 5 10 4 4
(27.85,27.95] 8 10 5 6 8 4 7
(27.95,28.05] 5 10 9 5 3 10 5
(28.05,28.1] 7 10 8 7 6 6 6
(28.1, Inf] 4 5 7 6 10 10 6
total 70.00 115.00 78.00 74.00 80.00 78.00 80.00

6.4 RMSE alternatives

AIC is an alternative criterion to RMSE to judge model quality, but not (yet) taken into account.

lm_all_fitted_wide_eras %>% 
  ggplot(aes(rmse, aic, col = gamma_slab)) +
  geom_point() +
  scale_color_viridis_d() +
  facet_grid(eras~basin)

Version Author Date
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19 
lm_best %>% 
  ggplot(aes(rmse, aic, col = gamma_slab)) +
  geom_point() +
  scale_color_viridis_d() +
  facet_grid(eras~basin)

Version Author Date
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19 

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] gt_0.2.2         corrr_0.4.3      broom_0.7.3      kableExtra_1.3.1
 [5] knitr_1.30       olsrr_0.5.3      GGally_2.0.0     lubridate_1.7.9 
 [9] metR_0.9.0       scico_1.2.0      patchwork_1.1.1  collapse_1.5.0  
[13] forcats_0.5.0    stringr_1.4.0    dplyr_1.0.2      purrr_0.3.4     
[17] readr_1.4.0      tidyr_1.1.2      tibble_3.0.4     ggplot2_3.3.3   
[21] tidyverse_1.3.0  workflowr_1.6.2 

loaded via a namespace (and not attached):
 [1] fs_1.5.0                 webshot_0.5.2            RColorBrewer_1.1-2      
 [4] httr_1.4.2               rprojroot_2.0.2          tools_4.0.3             
 [7] backports_1.1.10         R6_2.5.0                 nortest_1.0-4           
[10] DBI_1.1.0                colorspace_2.0-0         withr_2.3.0             
[13] gridExtra_2.3            tidyselect_1.1.0         curl_4.3                
[16] compiler_4.0.3           git2r_0.27.1             cli_2.2.0               
[19] rvest_0.3.6              xml2_1.3.2               sass_0.2.0              
[22] labeling_0.4.2           scales_1.1.1             checkmate_2.0.0         
[25] goftest_1.2-2            digest_0.6.27            foreign_0.8-80          
[28] rmarkdown_2.5            rio_0.5.16               pkgconfig_2.0.3         
[31] htmltools_0.5.0          highr_0.8                dbplyr_1.4.4            
[34] rlang_0.4.10             readxl_1.3.1             rstudioapi_0.13         
[37] farver_2.0.3             generics_0.1.0           jsonlite_1.7.2          
[40] zip_2.1.1                car_3.0-10               magrittr_2.0.1          
[43] Matrix_1.2-18            Rcpp_1.0.5               munsell_0.5.0           
[46] fansi_0.4.1              abind_1.4-5              lifecycle_0.2.0         
[49] stringi_1.5.3            whisker_0.4              yaml_2.2.1              
[52] carData_3.0-4            plyr_1.8.6               grid_4.0.3              
[55] blob_1.2.1               parallel_4.0.3           promises_1.1.1          
[58] crayon_1.3.4             lattice_0.20-41          haven_2.3.1             
[61] hms_0.5.3                pillar_1.4.7             reprex_0.3.0            
[64] glue_1.4.2               evaluate_0.14            RcppArmadillo_0.10.1.2.2
[67] data.table_1.13.6        modelr_0.1.8             vctrs_0.3.6             
[70] httpuv_1.5.4             cellranger_1.1.0         gtable_0.3.0            
[73] reshape_0.8.8            assertthat_0.2.1         xfun_0.20               
[76] openxlsx_4.2.3           RcppEigen_0.3.3.9.1      later_1.1.0.1           
[79] viridisLite_0.3.0        ellipsis_0.3.1           here_1.0.1