Last updated: 2021-07-23

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Knit directory: emlr_mod_v_XXX/

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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, oxygen, aou, nitrate, 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 certain predictor combinations
# lm_rm_si <- lm_all %>%
#   filter(str_detect(lm_coeff, "silicate_star")) %>%
#   mutate(lm_coeff_filter = str_remove(lm_coeff, "silicate_star")) %>%
#   filter(str_detect(lm_coeff_filter, "silicate") &
#            str_detect(lm_coeff_filter, "nitrate")) %>%
#   select(-lm_coeff_filter)

lm_rm_ph <- lm_all %>%
  filter(str_detect(lm_coeff, "phosphate_star")) %>%
  mutate(lm_coeff_filter = str_remove(lm_coeff, "phosphate_star")) %>%
  filter(str_detect(lm_coeff_filter, "phosphate") &
           str_detect(lm_coeff_filter, "oxygen")) %>%
  select(-lm_coeff_filter)

# lm_rm <- bind_rows(lm_rm_ph, lm_rm_o2) %>%
#   select(-lm_coeff_filter) %>%
#   unique()

# lm_rm <- lm_rm_ph %>%
#   select(-lm_coeff_filter) %>%
#   unique()
# 
 lm_all <- anti_join(lm_all, lm_rm_ph)

# remove temp sal predictor combination
# lm_all <- lm_all %>%
# # filter(!(
# #   str_detect(lm_coeff, "temp") &
# #     str_detect(lm_coeff, "phosphate_star")
# # )) %>%
# mutate(lm_coeff_filter = str_remove(lm_coeff, "phosphate_star")) %>%
# filter(!(str_detect(lm_coeff_filter, "nitrate") &
#            str_detect(lm_coeff_filter, "phosphate")
# )) %>%
# filter(!(
#   str_detect(lm_coeff_filter, "temp") &
#     str_detect(lm_coeff_filter, "sal")
# )) %>%
# # filter(!(
# #   str_detect(lm_coeff_filter, "oxygen") &
# #     str_detect(lm_coeff_filter, "aou")
# # )) %>%
# select(-lm_coeff_filter)

# remove helper objects
rm(
  i_gamma_slab,
  i_era,
  i_basin,
  GLODAP_basin_era,
  GLODAP_basin_era_slab,
  lm_full,
  lm_rm_ph,
  lm_rm_si,
  lm_rm_o2,
  lm_rm
)

# lm_full <- lm(paste(
#   params_local$MLR_target,
#   paste(params_local$MLR_predictors, collapse = " + "),
#   sep = " ~ "
# ),
# data = GLODAP_basin_era_slab)
# 
# lm_full <-
#   loess(
#     cstar_tref ~ sal + temp + aou + phosphate,
#     span = 0.1,
#     degree = 1,
#     data = GLODAP_basin_era_slab
#   )

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:

  • 101

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)
      
      # number of observations used for each fitting model
      i_nr_obs = nrow(GLODAP_basin_era_slab)
      
      for (i_predictors in unique(lm_all$predictors)) {
        #i_predictors <- unique(lm_all$predictors)[100]
        
        # 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()
        
        if (i_nr_obs > i_n_predictors) {
          # fit model
          if (params_local$MLR_type == "rlm") {
            i_lm_fit <- MASS::rlm(as.formula(i_lm),
                                  data = GLODAP_basin_era_slab)
          }
          
          if (params_local$MLR_type == "lm") {
            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)
          
          # calculate max VIF
          if (is.na(max(i_lm_fit$coefficients))){
            i_vif_max <- as.double("NA")
          } else{
          i_vif_max <- max(vif(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,
              nr_obs = i_nr_obs,
              rmse = i_rmse,
              aic = i_aic,
              vif_max = i_vif_max,
              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
          }
        }
      }
    }
  }
}

rm(
  i_lm_fit,
  coefficients,
  i_rmse,
  GLODAP_basin_era,
  GLODAP_basin_era_slab,
  i_lm,
  i_basin,
  i_era,
  i_gamma_slab,
  i_nr_obs,
  i_predictors,
  i_aic,
  i_vif_max,
  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

# lm_all_fitted <- lm_all_fitted_1

# lm_all_fitted <-
#   read_csv(paste(path_version_data,
#                   "lm_all_fitted.csv",
#                   sep = ""))

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

5.3 VIF threshold

To avoid multicollinearity among predictors, models were excluded with a VIF above:

  • 1000

After removing models affected by multicollinearity, the targeted number of MLRs (10) was undercut in following fitting units:

# remove models with predictors fitted as NA
lm_all_fitted_wide <- lm_all_fitted_wide %>%
  filter(vif_max <= params_local$vif_max)

# lm_all_fitted_wide_check <- lm_all_fitted_wide %>%
#   group_by(era, basin, gamma_slab) %>% 
#   count() 
#   filter(n < params_local$MLR_number)
# calculate RMSE sum for adjacent eras
lm_all_fitted_wide_eras <- lm_all_fitted_wide %>%
  select(basin, gamma_slab, n_predictors, model, era, nr_obs, rmse, aic, vif_max, resid_max) %>%
  arrange(era) %>%
  group_by(basin, gamma_slab, model) %>%
  mutate(
    eras = paste(lag(era), era, sep = " --> "),
    rmse_sum = rmse + lag(rmse),
    rmse_lag = lag(rmse),
    aic_sum = aic + lag(aic),
    vif_max_sum = vif_max + lag(vif_max)
  ) %>%
  ungroup() %>%
  select(-c(era)) %>%
  drop_na() %>%
  filter(eras != "1982-1999 --> 2010-2019",
         eras != "1982-1999 --> 2008-2019")

#filter tripairs
lm_all_fitted_wide_eras <- lm_all_fitted_wide_eras %>%
  mutate(rmse = round(rmse, digits = 7), rmse_lag = round(rmse_lag, digits = 7)) %>%
  group_by(basin, gamma_slab, eras, rmse) %>%
  sample_n(1) %>%
  ungroup()

# calculate rank for each era
lm_all_fitted_wide_eras <- lm_all_fitted_wide_eras %>%
  group_by(eras, basin, gamma_slab) %>% 
  mutate(rank = rank(rmse, ties.method="first"),
         rank_sum = rank + rank(rmse_lag, ties.method="first")) %>%
  ungroup()

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

5.4 RMSE tables

5.4.1 per model

lm_best %>%
  kable() %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")
basin gamma_slab n_predictors model nr_obs rmse aic vif_max resid_max eras rmse_sum rmse_lag aic_sum vif_max_sum rank rank_sum
Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 147 3.1135134 7.650790e+02 238.937875 11.7820753 1982-1999 –> 2000-2009 8.1696385 5.0561252 2.195504e+03 527.747946 1 2
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 147 3.1506595 7.685658e+02 58.320769 11.2584325 1982-1999 –> 2000-2009 8.3948119 5.2441524 2.216006e+03 142.120640 2 4
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 147 3.3076442 7.828614e+02 77.170276 12.7280706 1982-1999 –> 2000-2009 8.6031492 5.2955050 2.234843e+03 179.701047 4 7
Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 147 3.1585858 7.673045e+02 58.242137 10.5715980 1982-1999 –> 2000-2009 8.8736022 5.7150164 2.252813e+03 136.546135 3 10
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 147 3.5481860 8.035003e+02 101.158583 13.7392237 1982-1999 –> 2000-2009 9.1027268 5.5545408 2.277737e+03 180.246814 5 10
Atlantic (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 147 4.4678220 8.692568e+02 123.138020 16.9342722 1982-1999 –> 2000-2009 9.9733893 5.5055673 2.337366e+03 352.642252 8 12
Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate 147 4.1326958 8.463333e+02 64.682143 12.4634240 1982-1999 –> 2000-2009 10.0723012 5.9396053 2.349804e+03 166.827392 6 21
Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 147 4.7124500 8.849291e+02 56.011136 18.8723329 1982-1999 –> 2000-2009 10.3914175 5.6789675 2.367489e+03 139.476417 11 17
Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate 147 4.2880865 8.571851e+02 33.231825 16.8140263 1982-1999 –> 2000-2009 10.5411868 6.2531003 2.384624e+03 54.804601 7 27
Atlantic (-Inf,26] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 147 4.9262469 8.979737e+02 127.083298 10.8263337 1982-1999 –> 2000-2009 10.6565889 5.7303420 2.384730e+03 261.913943 13 21
Atlantic (-Inf,26] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 263 4.4316201 1.543452e+03 143.973134 15.3605651 2000-2009 –> 2010-2019 7.5451334 3.1135134 2.308531e+03 331.452177 1 2
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 263 4.5463608 1.556898e+03 46.722592 15.0703661 2000-2009 –> 2010-2019 7.6970203 3.1506595 2.325464e+03 105.043361 2 4
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 263 4.5779020 1.560534e+03 48.569252 15.3340563 2000-2009 –> 2010-2019 7.8855462 3.3076442 2.343396e+03 125.739528 3 7
Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 263 4.8139910 1.584985e+03 45.632949 11.8614892 2000-2009 –> 2010-2019 7.9725768 3.1585858 2.352289e+03 103.875086 6 9
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 263 4.7902431 1.584383e+03 55.348340 15.6505881 2000-2009 –> 2010-2019 8.3384291 3.5481860 2.387884e+03 156.506923 5 10
Atlantic (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 263 4.6766163 1.569756e+03 123.904746 17.8101523 2000-2009 –> 2010-2019 9.1444383 4.4678220 2.439013e+03 247.042766 4 12
Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate 263 5.1695490 1.622467e+03 43.928432 11.5866906 2000-2009 –> 2010-2019 9.3022448 4.1326958 2.468800e+03 108.610575 14 20
Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 263 4.8350529 1.587281e+03 45.016086 18.0085439 2000-2009 –> 2010-2019 9.5475029 4.7124500 2.472210e+03 101.027221 7 18
Atlantic (-Inf,26] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 263 5.1152346 1.616911e+03 47.513388 14.5065206 2000-2009 –> 2010-2019 9.9803200 4.8650854 2.511212e+03 117.515766 9 21
Atlantic (-Inf,26] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 263 5.1389631 1.619345e+03 64.391772 13.6465443 2000-2009 –> 2010-2019 10.0652100 4.9262469 2.517319e+03 191.475070 11 24
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 453 3.1920175 2.351110e+03 569.810175 11.6336707 1982-1999 –> 2000-2009 7.1221792 3.9301617 6.022466e+03 903.268163 1 2
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 453 3.3003688 2.381353e+03 628.629225 12.8725215 1982-1999 –> 2000-2009 7.2784804 3.9781117 6.068620e+03 1037.989169 2 4
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 453 3.4756767 2.428243e+03 634.494691 13.6351399 1982-1999 –> 2000-2009 7.5523341 4.0766574 6.147615e+03 1047.002200 4 7
Atlantic (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 453 3.3245182 2.385959e+03 568.113212 9.2063080 1982-1999 –> 2000-2009 7.8319328 4.5074146 6.235115e+03 900.076728 3 8
Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 453 3.8304488 2.514300e+03 209.607202 17.8697555 1982-1999 –> 2000-2009 8.2573032 4.4268544 6.339796e+03 348.480665 10 14
Atlantic (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 453 3.6344735 2.466719e+03 296.390275 11.7584489 1982-1999 –> 2000-2009 8.4476044 4.8131309 6.401975e+03 462.417668 6 15
Atlantic (26,26.5] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 453 3.6325162 2.466231e+03 595.634363 12.0556493 1982-1999 –> 2000-2009 8.4587187 4.8262025 6.405045e+03 1036.287290 5 15
Atlantic (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 453 3.6647465 2.474234e+03 539.117764 12.5016255 1982-1999 –> 2000-2009 8.4756752 4.8109287 6.408889e+03 815.731517 8 16
Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 453 3.9947071 2.552341e+03 205.582811 18.9738726 1982-1999 –> 2000-2009 8.5184677 4.5237606 6.406248e+03 343.786773 13 19
Atlantic (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 453 3.7408292 2.492851e+03 364.104629 13.2823707 1982-1999 –> 2000-2009 8.5514494 4.8106202 6.427422e+03 628.233579 9 16
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 751 5.2541320 4.637086e+03 154.324840 44.6660286 2000-2009 –> 2010-2019 8.4461495 3.1920175 6.988196e+03 724.135015 1 2
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 751 5.2649065 4.640163e+03 394.608804 43.6881775 2000-2009 –> 2010-2019 8.5652753 3.3003688 7.021516e+03 1023.238029 2 4
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 751 5.3465444 4.663274e+03 156.195348 42.7342671 2000-2009 –> 2010-2019 8.8222212 3.4756767 7.091518e+03 712.257113 4 8
Atlantic (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 751 5.6312005 4.739186e+03 146.287164 48.6196989 2000-2009 –> 2010-2019 8.9557187 3.3245182 7.125145e+03 714.400376 13 16
Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 751 5.2767379 4.641534e+03 84.422972 41.4289905 2000-2009 –> 2010-2019 9.1071868 3.8304488 7.155834e+03 294.030174 3 13
Atlantic (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 751 5.5865734 4.727236e+03 113.626865 34.6762672 2000-2009 –> 2010-2019 9.2210469 3.6344735 7.193955e+03 410.017141 7 13
Atlantic (26,26.5] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 751 5.5966416 4.729940e+03 593.275979 34.5867242 2000-2009 –> 2010-2019 9.2291578 3.6325162 7.196171e+03 1188.910343 9 14
Atlantic (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 751 5.5864911 4.727213e+03 353.291959 34.6379745 2000-2009 –> 2010-2019 9.2512376 3.6647465 7.201448e+03 892.409723 6 14
Atlantic (26,26.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 751 5.6008853 4.731079e+03 120.482546 34.7772820 2000-2009 –> 2010-2019 9.3417145 3.7408292 7.223929e+03 432.752788 10 19
Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 751 5.3688055 4.667515e+03 84.655849 39.4871779 2000-2009 –> 2010-2019 9.3635126 3.9947071 7.219856e+03 290.238660 5 18
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 405 2.9367774 2.035964e+03 791.683238 18.5944976 1982-1999 –> 2000-2009 6.1794697 3.2426923 5.179947e+03 1207.994485 1 6
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 405 2.9566573 2.041428e+03 875.070807 18.0136235 1982-1999 –> 2000-2009 6.1890376 3.2323802 5.181570e+03 1291.338849 4 5
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 405 2.9459836 2.036499e+03 310.829170 20.6277546 1982-1999 –> 2000-2009 6.1909671 3.2449836 5.179334e+03 471.530984 2 8
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 405 2.9664874 2.042117e+03 304.791569 20.1173814 1982-1999 –> 2000-2009 6.2023273 3.2358400 5.181549e+03 462.828953 5 8
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 405 2.9468267 2.036731e+03 765.072999 18.8745241 1982-1999 –> 2000-2009 6.3598183 3.4129915 5.240443e+03 1172.462229 3 14
Atlantic (26.5,26.75] 3 cstar_tref ~ sal + aou + nitrate 405 2.9669606 2.040246e+03 111.430261 22.2674608 1982-1999 –> 2000-2009 6.5105249 3.5435643 5.287236e+03 203.501243 6 19
Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 405 3.3384294 2.137796e+03 296.074589 30.9917230 1982-1999 –> 2000-2009 6.5857684 3.2473390 5.281506e+03 566.157764 15 23
Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 405 3.3549461 2.141793e+03 787.174397 30.6807165 1982-1999 –> 2000-2009 6.6016908 3.2467448 5.285282e+03 1576.389049 16 23
Atlantic (26.5,26.75] 3 cstar_tref ~ oxygen + aou + nitrate 405 3.3585149 2.140654e+03 444.596453 27.1103155 1982-1999 –> 2000-2009 6.6305171 3.2720023 5.291489e+03 815.627051 17 27
Atlantic (26.5,26.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 405 3.4131573 2.155727e+03 758.023781 30.9250156 1982-1999 –> 2000-2009 6.6470274 3.2338701 5.294424e+03 1523.481607 18 20
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 581 3.5794915 3.144613e+03 399.762682 32.3314010 2000-2009 –> 2010-2019 6.5162689 2.9367774 5.180577e+03 1191.445921 1 2
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 581 3.5829158 3.143724e+03 378.712306 31.6055765 2000-2009 –> 2010-2019 6.5297426 2.9468267 5.180455e+03 1143.785305 2 5
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 581 3.6144269 3.155899e+03 416.957611 32.6474425 2000-2009 –> 2010-2019 6.5710842 2.9566573 5.197327e+03 1292.028418 3 7
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 581 3.6266604 3.157825e+03 157.019289 26.3066892 2000-2009 –> 2010-2019 6.5726440 2.9459836 5.194324e+03 467.848459 4 6
Atlantic (26.5,26.75] 3 cstar_tref ~ sal + aou + nitrate 581 3.6399833 3.160086e+03 96.576344 25.3664998 2000-2009 –> 2010-2019 6.6069439 2.9669606 5.200332e+03 208.006605 5 11
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 581 3.6694727 3.171462e+03 158.182565 25.9172989 2000-2009 –> 2010-2019 6.6359601 2.9664874 5.213579e+03 462.974133 6 11
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 581 3.6772753 3.173931e+03 416.609321 33.5080918 2000-2009 –> 2010-2019 6.6540729 2.9767976 5.218858e+03 1007.407998 7 14
Atlantic (26.5,26.75] 3 cstar_tref ~ sal + oxygen + nitrate 581 3.8389754 3.221935e+03 65.152484 20.8736853 2000-2009 –> 2010-2019 6.8238973 2.9849219 5.267070e+03 129.159915 13 21
Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 581 3.7120383 3.184864e+03 293.135943 37.0397006 2000-2009 –> 2010-2019 7.0504677 3.3384294 5.322659e+03 589.210531 8 23
Atlantic (26.5,26.75] 3 cstar_tref ~ oxygen + aou + nitrate 581 3.7591045 3.197505e+03 315.623125 28.4472456 2000-2009 –> 2010-2019 7.1176193 3.3585149 5.338159e+03 760.219578 10 26
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 399 2.0878785 1.731759e+03 123.704523 10.2303423 1982-1999 –> 2000-2009 4.4253081 2.3374295 4.982450e+03 242.084013 1 2
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 399 2.1138781 1.741635e+03 117.284035 10.7494453 1982-1999 –> 2000-2009 4.4538315 2.3399534 4.993867e+03 231.941661 2 4
Atlantic (26.75,27] 3 cstar_tref ~ sal + oxygen + nitrate 399 2.1270098 1.744577e+03 39.763163 9.9887591 1982-1999 –> 2000-2009 4.4686139 2.3416042 4.995816e+03 72.799975 3 6
Atlantic (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 399 2.2743066 1.800010e+03 923.471248 7.2607983 1982-1999 –> 2000-2009 4.6996468 2.4253402 5.103422e+03 1376.410342 10 14
Atlantic (26.75,27] 3 cstar_tref ~ sal + aou + nitrate 399 2.2772797 1.799052e+03 65.842553 7.6984378 1982-1999 –> 2000-2009 4.7058655 2.4285859 5.102374e+03 121.693831 11 16
Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 399 2.1676360 1.761675e+03 416.505146 10.6994824 1982-1999 –> 2000-2009 4.8351421 2.6675061 5.200993e+03 657.247805 4 19
Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate 399 2.1930421 1.770974e+03 720.141619 10.9054938 1982-1999 –> 2000-2009 4.8520022 2.6589601 5.205710e+03 1150.756241 5 18
Atlantic (26.75,27] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 399 2.1977991 1.772703e+03 686.625885 10.9592179 1982-1999 –> 2000-2009 4.8545588 2.6567597 5.206257e+03 1104.992557 6 18
Atlantic (26.75,27] 3 cstar_tref ~ aou + nitrate + phosphate 399 2.1981124 1.770817e+03 387.962622 11.2947068 1982-1999 –> 2000-2009 4.8842242 2.6861118 5.218060e+03 628.814493 7 23
Atlantic (26.75,27] 3 cstar_tref ~ oxygen + nitrate + phosphate_star 399 2.2159992 1.777284e+03 413.881056 11.5638242 1982-1999 –> 2000-2009 4.9281829 2.7121837 5.238321e+03 657.156471 8 25
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 712 2.0814006 3.076419e+03 145.647775 6.8355969 2000-2009 –> 2010-2019 4.1692791 2.0878785 4.808178e+03 269.352298 1 2
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 712 2.0981352 3.087822e+03 138.485229 7.1970248 2000-2009 –> 2010-2019 4.2120133 2.1138781 4.829457e+03 255.769263 2 4
Atlantic (26.75,27] 3 cstar_tref ~ sal + oxygen + nitrate 712 2.1391182 3.113369e+03 37.580763 6.5734055 2000-2009 –> 2010-2019 4.2661280 2.1270098 4.857946e+03 77.343926 3 6
Atlantic (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 712 2.3467399 3.247279e+03 906.955861 8.0745769 2000-2009 –> 2010-2019 4.6210465 2.2743066 5.047289e+03 1830.427110 4 14
Atlantic (26.75,27] 3 cstar_tref ~ sal + aou + nitrate 712 2.3497081 3.247079e+03 65.956756 8.2271894 2000-2009 –> 2010-2019 4.6269878 2.2772797 5.046131e+03 131.799309 5 16
Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 712 2.5699239 3.376648e+03 409.917356 12.2993819 2000-2009 –> 2010-2019 4.7375599 2.1676360 5.138324e+03 826.422502 15 19
Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate 712 2.5831723 3.383970e+03 688.527294 12.1791843 2000-2009 –> 2010-2019 4.7762144 2.1930421 5.154945e+03 1408.668913 16 21
Atlantic (26.75,27] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 712 2.5864737 3.385789e+03 443.545860 12.1659080 2000-2009 –> 2010-2019 4.7842728 2.1977991 5.158492e+03 894.129470 17 23
Atlantic (26.75,27] 3 cstar_tref ~ aou + nitrate + phosphate 712 2.6000799 3.391261e+03 393.857122 12.3673245 2000-2009 –> 2010-2019 4.7981923 2.1981124 5.162077e+03 781.819744 18 25
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 712 2.3854296 3.270564e+03 208.383972 8.8149159 2000-2009 –> 2010-2019 4.8073258 2.4218963 5.120749e+03 390.837394 7 20
Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 420 1.2546583 1.396474e+03 850.120723 4.1169461 1982-1999 –> 2000-2009 2.6069922 1.3523339 4.518185e+03 1393.827798 1 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 420 1.2745480 1.409685e+03 644.253536 4.2757477 1982-1999 –> 2000-2009 2.6071410 1.3325930 4.504839e+03 873.714009 3 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 420 1.2683554 1.405594e+03 597.875385 4.2057503 1982-1999 –> 2000-2009 2.6122013 1.3438459 4.515934e+03 833.550684 2 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 420 1.3048842 1.429444e+03 499.570678 4.4581485 1982-1999 –> 2000-2009 2.6313660 1.3264819 4.516297e+03 728.721924 4 5
Atlantic (27,27.25] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 420 1.3872532 1.478862e+03 517.369833 4.0862024 1982-1999 –> 2000-2009 2.7570224 1.3697691 4.621709e+03 676.884028 5 10
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 420 1.5797940 1.588036e+03 57.913515 6.2589744 1982-1999 –> 2000-2009 2.9720248 1.3922307 4.760257e+03 142.288449 7 13
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 420 1.5878950 1.592332e+03 55.043067 6.5212554 1982-1999 –> 2000-2009 2.9979159 1.4100209 4.787485e+03 135.588680 8 15
Atlantic (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + nitrate 420 1.6123530 1.605172e+03 558.784926 6.7731704 1982-1999 –> 2000-2009 3.0352968 1.4229438 4.816801e+03 1098.963963 10 18
Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 420 1.6006287 1.599041e+03 603.770100 5.9982980 1982-1999 –> 2000-2009 3.1587420 1.5581133 4.974561e+03 823.097930 9 19
Atlantic (27,27.25] 3 cstar_tref ~ sal + oxygen + nitrate 420 1.7377412 1.666081e+03 17.807329 4.9971387 1982-1999 –> 2000-2009 3.1788569 1.4411156 4.898628e+03 42.603174 15 24
Atlantic (27,27.25] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 868 1.6706797 3.368245e+03 536.489157 5.1330406 2000-2009 –> 2010-2019 2.9253380 1.2546583 4.764719e+03 1161.151350 4 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 868 1.6612977 3.358469e+03 424.460488 5.3837895 2000-2009 –> 2010-2019 2.9296531 1.2683554 4.764063e+03 993.532260 3 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 868 1.6590785 3.356149e+03 451.449866 5.4489820 2000-2009 –> 2010-2019 2.9336265 1.2745480 4.765834e+03 1095.703402 2 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 868 1.6553549 3.352248e+03 410.582217 5.7725065 2000-2009 –> 2010-2019 2.9602391 1.3048842 4.781692e+03 910.152896 1 5
Atlantic (27,27.25] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 868 1.7955650 3.491392e+03 325.617092 4.8290874 2000-2009 –> 2010-2019 3.1828182 1.3872532 4.970254e+03 842.986925 5 10
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate 868 1.8004346 3.496094e+03 428.121773 6.0404654 2000-2009 –> 2010-2019 3.2669322 1.4664976 5.021619e+03 1024.821876 6 12
Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 868 2.0227547 3.698220e+03 416.410169 6.7502230 2000-2009 –> 2010-2019 3.6233835 1.6006287 5.297262e+03 1020.180269 7 16
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 868 2.1612999 3.813230e+03 79.888955 6.3412092 2000-2009 –> 2010-2019 3.7410940 1.5797940 5.401265e+03 137.802470 8 15
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 868 2.1763868 3.825306e+03 75.562960 6.5622969 2000-2009 –> 2010-2019 3.7642818 1.5878950 5.417638e+03 130.606026 9 17
Atlantic (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + nitrate 868 2.2199623 3.859720e+03 531.293810 6.4867424 2000-2009 –> 2010-2019 3.8323154 1.6123530 5.464892e+03 1090.078736 13 23
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 498 1.4362425 1.787845e+03 342.963466 6.3063012 1982-1999 –> 2000-2009 2.5466164 1.1103738 4.684563e+03 602.133242 4 5
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 498 1.4335205 1.785956e+03 206.137804 6.2261289 1982-1999 –> 2000-2009 2.5476704 1.1141499 4.689097e+03 462.597722 2 5
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 498 1.4352110 1.787129e+03 290.434657 6.2701718 1982-1999 –> 2000-2009 2.5477091 1.1124981 4.687464e+03 542.006327 3 5
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 498 1.4329907 1.785587e+03 285.574385 6.2148348 1982-1999 –> 2000-2009 2.5507424 1.1177517 4.694835e+03 533.091856 1 5
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 498 1.4536390 1.797837e+03 201.187548 6.7066854 1982-1999 –> 2000-2009 2.6070878 1.1534488 4.764563e+03 377.603574 6 12
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 498 1.4461000 1.792658e+03 41.794904 5.7293764 1982-1999 –> 2000-2009 2.6318834 1.1857834 4.811693e+03 114.245511 5 12
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + nitrate 498 1.4548465 1.798664e+03 66.176949 5.6236035 1982-1999 –> 2000-2009 2.6457901 1.1909436 4.825915e+03 224.097704 7 15
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 498 1.4597042 1.801984e+03 40.168242 5.6451065 1982-1999 –> 2000-2009 2.6551401 1.1954359 4.836358e+03 107.970117 8 17
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 498 1.5399476 1.855284e+03 200.233371 5.6376794 1982-1999 –> 2000-2009 2.6795887 1.1396411 4.799226e+03 387.591084 11 16
Atlantic (27.25,27.5] 3 cstar_tref ~ sal + oxygen + nitrate 498 1.4753368 1.810594e+03 38.195390 6.0491325 1982-1999 –> 2000-2009 2.6860338 1.2106970 4.866969e+03 67.751808 9 19
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 916 1.4145142 3.248808e+03 356.114812 6.6464262 2000-2009 –> 2010-2019 2.8497251 1.4352110 5.035937e+03 699.722733 1 4
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 916 1.4160617 3.250811e+03 353.636299 6.6117245 2000-2009 –> 2010-2019 2.8523042 1.4362425 5.038656e+03 555.131165 2 6
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 916 1.4217610 3.258169e+03 352.968708 6.6580710 2000-2009 –> 2010-2019 2.8552815 1.4335205 5.044125e+03 559.106512 4 6
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 916 1.4339066 3.273753e+03 349.331412 6.7421289 2000-2009 –> 2010-2019 2.8668973 1.4329907 5.059340e+03 634.905797 5 6
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 916 1.4203373 3.254334e+03 246.656957 6.3925327 2000-2009 –> 2010-2019 2.8739763 1.4536390 5.052170e+03 447.844504 3 9
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 916 1.6562926 3.535889e+03 93.558816 7.6835706 2000-2009 –> 2010-2019 3.1023926 1.4461000 5.328547e+03 135.353721 12 17
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 916 1.6660697 3.546672e+03 84.013764 7.7323056 2000-2009 –> 2010-2019 3.1257739 1.4597042 5.348655e+03 124.182006 13 21
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 916 1.5880110 3.458763e+03 267.984270 6.1252124 2000-2009 –> 2010-2019 3.1279586 1.5399476 5.314047e+03 468.217641 8 19
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + nitrate 916 1.6778048 3.559530e+03 109.436675 7.6205095 2000-2009 –> 2010-2019 3.1326513 1.4548465 5.358194e+03 175.613624 14 21
Atlantic (27.25,27.5] 3 cstar_tref ~ sal + oxygen + nitrate 916 1.7206803 3.603758e+03 47.785420 6.7049536 2000-2009 –> 2010-2019 3.1960171 1.4753368 5.414352e+03 85.980810 18 27
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 710 1.9127380 2.949813e+03 655.190713 15.2241624 1982-1999 –> 2000-2009 2.7894360 0.8766980 6.478268e+03 1555.365237 4 6
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 710 1.9099620 2.947751e+03 665.150142 15.2300996 1982-1999 –> 2000-2009 2.7897310 0.8797690 6.485751e+03 1596.839966 2 5
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 710 1.9196767 2.954955e+03 642.364367 15.2688339 1982-1999 –> 2000-2009 2.7915396 0.8718629 6.468312e+03 1513.282893 5 6
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 710 1.9094168 2.947346e+03 664.477451 15.2009774 1982-1999 –> 2000-2009 2.7935525 0.8841357 6.498863e+03 1589.031065 1 5
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 710 1.9108027 2.946376e+03 661.896970 15.3097040 1982-1999 –> 2000-2009 2.8917030 0.9809003 6.779432e+03 1539.241269 3 11
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 710 1.9402056 2.968060e+03 105.443391 14.4336776 1982-1999 –> 2000-2009 2.8938721 0.9536665 6.724248e+03 203.293664 7 13
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 710 1.9418922 2.969294e+03 102.412145 14.4688890 1982-1999 –> 2000-2009 2.8952244 0.9533322 6.724524e+03 169.400128 8 13
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 710 1.9494886 2.974838e+03 90.200307 14.4913270 1982-1999 –> 2000-2009 2.9041975 0.9547089 6.734008e+03 149.278915 10 17
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 710 1.9341046 2.963588e+03 413.409050 15.0735164 1982-1999 –> 2000-2009 3.0501061 1.1160015 7.148914e+03 975.094870 6 22
Atlantic (27.5,27.75] 3 cstar_tref ~ sal + aou + nitrate 710 1.9442229 2.968997e+03 101.823831 14.5808764 1982-1999 –> 2000-2009 3.0606323 1.1164094 7.153321e+03 164.395050 9 26
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1465 1.0843125 4.408662e+03 609.867382 6.1221919 2000-2009 –> 2010-2019 2.9942745 1.9099620 7.356413e+03 1275.017524 1 3
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1465 1.0886246 4.420291e+03 606.022196 6.2061010 2000-2009 –> 2010-2019 2.9980413 1.9094168 7.367637e+03 1270.499647 2 3
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1465 1.0982479 4.446078e+03 589.897513 6.3004885 2000-2009 –> 2010-2019 3.0109858 1.9127380 7.395891e+03 1245.088226 3 7
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1465 1.1143586 4.488747e+03 708.683108 6.4632199 2000-2009 –> 2010-2019 3.0340353 1.9196767 7.443703e+03 1595.937267 4 9
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1465 1.1430446 4.561217e+03 591.638940 6.8040952 2000-2009 –> 2010-2019 3.0538472 1.9108027 7.507593e+03 1253.535910 5 8
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1465 1.2629303 4.853453e+03 400.749355 5.2003905 2000-2009 –> 2010-2019 3.1970349 1.9341046 7.817041e+03 814.158405 6 12
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1465 1.4895453 5.337010e+03 251.429726 6.3151051 2000-2009 –> 2010-2019 3.4795571 1.9900118 8.341062e+03 481.803786 9 20
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1465 1.4649959 5.288318e+03 405.779125 6.6903378 2000-2009 –> 2010-2019 3.4950991 2.0301032 8.320693e+03 864.303065 7 22
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1465 1.4838494 5.325784e+03 399.582234 6.5580471 2000-2009 –> 2010-2019 3.5179720 2.0341226 8.360969e+03 842.288633 8 24
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1465 1.5093252 5.375661e+03 387.681249 6.4290886 2000-2009 –> 2010-2019 3.5449887 2.0356635 8.411921e+03 807.607358 10 27
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 344 2.7147270 1.677329e+03 440.683629 18.6372495 1982-1999 –> 2000-2009 3.6321747 0.9174477 3.389290e+03 823.140557 1 2
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 344 2.7162992 1.677728e+03 444.907477 18.6480440 1982-1999 –> 2000-2009 3.6356406 0.9193414 3.392315e+03 833.828577 2 4
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 344 2.7164153 1.677757e+03 445.675927 18.6449428 1982-1999 –> 2000-2009 3.6363313 0.9199160 3.393140e+03 836.564341 3 6
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 344 2.7182080 1.678211e+03 785.110195 18.6575452 1982-1999 –> 2000-2009 3.6404979 0.9222899 3.396878e+03 1280.501652 4 8
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + nitrate 344 2.7246020 1.677827e+03 703.522134 18.1424412 1982-1999 –> 2000-2009 3.6826623 0.9580603 3.442971e+03 1146.088456 5 10
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 344 2.7259210 1.678160e+03 250.398659 18.0315505 1982-1999 –> 2000-2009 3.6850420 0.9591210 3.444714e+03 404.187685 7 13
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + nitrate 344 2.7282061 1.678737e+03 229.704691 17.9229470 1982-1999 –> 2000-2009 3.6885882 0.9603820 3.446964e+03 370.301138 8 15
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 344 2.7255025 1.678055e+03 440.683596 18.6094540 1982-1999 –> 2000-2009 3.7268439 1.0013414 3.499490e+03 795.857160 6 16
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 344 2.7307176 1.679370e+03 444.409401 18.6180601 1982-1999 –> 2000-2009 3.7438950 1.0131773 3.515776e+03 793.577600 9 22
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 344 2.7311404 1.679477e+03 444.953390 18.6066647 1982-1999 –> 2000-2009 3.7463435 1.0152031 3.518427e+03 791.260145 10 24
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 759 0.8722401 1.960452e+03 360.212566 4.7439391 2000-2009 –> 2010-2019 3.5886554 2.7164153 3.638210e+03 805.888493 2 5
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 759 0.8727157 1.961280e+03 358.769915 4.7478112 2000-2009 –> 2010-2019 3.5890149 2.7162992 3.639008e+03 803.677391 3 5
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 759 0.8744279 1.964255e+03 351.846612 4.7554407 2000-2009 –> 2010-2019 3.5891550 2.7147270 3.641585e+03 792.530241 4 5
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 759 0.8717991 1.959685e+03 603.026615 4.7380246 2000-2009 –> 2010-2019 3.5900070 2.7182080 3.637896e+03 1388.136810 1 5
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 759 0.9581326 2.101025e+03 351.844007 4.7581362 2000-2009 –> 2010-2019 3.6836350 2.7255025 3.779080e+03 792.527603 5 11
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 759 0.9737756 2.125609e+03 358.472702 4.7495556 2000-2009 –> 2010-2019 3.7044933 2.7307176 3.804979e+03 802.882103 6 15
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 759 0.9811744 2.137099e+03 359.756441 4.7567111 2000-2009 –> 2010-2019 3.7123148 2.7311404 3.816576e+03 804.709831 7 17
Atlantic (27.75,27.85] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 759 1.0033908 2.171087e+03 521.841667 4.7503101 2000-2009 –> 2010-2019 3.7418548 2.7384640 3.852406e+03 1194.568338 8 19
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 759 1.0520918 2.243033e+03 228.454925 4.7543873 2000-2009 –> 2010-2019 3.8400920 2.7880002 3.936686e+03 512.952338 9 24
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate 759 1.2353196 2.486747e+03 177.360509 5.1452320 2000-2009 –> 2010-2019 4.0255597 2.7902401 4.180953e+03 408.165222 10 26
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 760 5.3544935 4.721249e+03 116.745556 12.1546440 1982-1999 –> 2000-2009 8.4976101 3.1431166 1.216617e+04 313.334251 5 6
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 760 5.3543129 4.721198e+03 117.869020 12.1446181 1982-1999 –> 2000-2009 8.5218890 3.1675762 1.218858e+04 315.882585 3 6
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 760 5.3548841 4.721360e+03 117.944392 12.1750630 1982-1999 –> 2000-2009 8.5241767 3.1692926 1.219031e+04 315.810278 7 11
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 760 5.3538840 4.721076e+03 409.533337 12.1221610 1982-1999 –> 2000-2009 8.5531123 3.1992283 1.221727e+04 1153.483281 1 10
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 760 5.6269949 4.794701e+03 138.576421 13.0274226 1982-1999 –> 2000-2009 8.7820348 3.1550400 1.224859e+04 431.186262 17 19
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 760 5.6277788 4.794913e+03 90.984969 13.0520652 1982-1999 –> 2000-2009 8.8064094 3.1786306 1.227039e+04 283.266828 20 26
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 760 5.6270394 4.794713e+03 90.834581 13.0291255 1982-1999 –> 2000-2009 8.8070389 3.1799995 1.227144e+04 282.923519 18 26
Atlantic (27.85,27.95] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 760 5.6280123 4.794976e+03 403.952820 13.0577306 1982-1999 –> 2000-2009 8.8388421 3.2108299 1.229966e+04 1139.695099 21 31
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 760 5.3543761 4.719216e+03 28.725203 12.1397017 1982-1999 –> 2000-2009 8.9651976 3.6108215 1.256414e+04 38.524627 4 23
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + oxygen + phosphate 760 5.3545801 4.719274e+03 28.630314 12.1494888 1982-1999 –> 2000-2009 8.9654663 3.6108862 1.256425e+04 38.985791 6 26
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1542 3.4770367 8.233227e+03 314.001617 20.7423509 2000-2009 –> 2010-2019 8.8315302 5.3544935 1.295448e+04 462.992199 1 6
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1542 3.4831707 8.238663e+03 195.078010 20.7475630 2000-2009 –> 2010-2019 8.8374835 5.3543129 1.295986e+04 312.947030 3 6
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1542 3.4829149 8.238436e+03 194.862293 20.7520612 2000-2009 –> 2010-2019 8.8377990 5.3548841 1.295980e+04 312.806686 2 9
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 1542 3.4897239 8.244459e+03 822.821406 20.7445621 2000-2009 –> 2010-2019 8.8436079 5.3538840 1.296554e+04 1232.354742 4 5
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1542 3.5344598 8.281743e+03 312.553791 21.4918370 2000-2009 –> 2010-2019 9.1614547 5.6269949 1.307644e+04 451.130211 8 25
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1542 3.5388210 8.285546e+03 194.497082 21.4929700 2000-2009 –> 2010-2019 9.1658604 5.6270394 1.308026e+04 285.331663 9 27
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1542 3.5392004 8.285877e+03 194.733340 21.4905855 2000-2009 –> 2010-2019 9.1669792 5.6277788 1.308079e+04 285.718309 10 30
Atlantic (27.85,27.95] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 1542 3.5451817 8.291084e+03 750.795658 21.4880159 2000-2009 –> 2010-2019 9.1731939 5.6280123 1.308606e+04 1154.748478 11 32
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1542 3.9255647 8.605408e+03 72.413916 18.5571090 2000-2009 –> 2010-2019 9.3353329 5.4097682 1.334027e+04 166.177593 16 27
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1542 3.8973937 8.583196e+03 72.073644 18.1082141 2000-2009 –> 2010-2019 9.4864029 5.5890092 1.336760e+04 173.310131 15 31
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 664 0.8963812 1.753081e+03 763.228473 5.1401824 1982-1999 –> 2000-2009 1.5879794 0.6915982 4.421957e+03 1237.259849 1 2
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 664 0.8967632 1.753647e+03 758.658717 5.1388136 1982-1999 –> 2000-2009 1.5888508 0.6920876 4.424311e+03 1232.738967 2 4
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 664 0.8975435 1.754802e+03 756.317963 5.1354536 1982-1999 –> 2000-2009 1.5900546 0.6925111 4.427013e+03 1230.369353 3 6
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 664 0.9077114 1.767762e+03 112.062017 5.1702600 1982-1999 –> 2000-2009 1.6663882 0.7586768 4.668657e+03 171.451340 4 8
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 664 0.9440240 1.819853e+03 21.095779 5.2166623 1982-1999 –> 2000-2009 1.7329037 0.7888797 4.819436e+03 33.201254 5 10
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 664 0.9590904 1.840880e+03 625.654559 4.6479792 1982-1999 –> 2000-2009 1.8053985 0.8463081 5.018105e+03 1003.163829 6 23
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 664 0.9593099 1.841184e+03 618.701372 4.6494937 1982-1999 –> 2000-2009 1.8065579 0.8472479 5.021214e+03 993.299751 7 26
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 664 0.9598152 1.841883e+03 616.562155 4.6508686 1982-1999 –> 2000-2009 1.8071297 0.8473145 5.022112e+03 990.079166 8 28
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + oxygen + aou + nitrate 664 1.0158649 1.917254e+03 937.581540 5.2661378 1982-1999 –> 2000-2009 1.8196953 0.8038304 4.964298e+03 1382.725625 26 32
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 664 1.0164526 1.918022e+03 279.393476 5.2722605 1982-1999 –> 2000-2009 1.8213805 0.8049278 4.968516e+03 419.990824 27 35
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1377 1.0423020 4.035860e+03 652.851934 5.8832745 2000-2009 –> 2010-2019 1.9386833 0.8963812 5.788941e+03 1416.080406 1 2
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1377 1.0430870 4.037933e+03 650.562307 5.8786900 2000-2009 –> 2010-2019 1.9398502 0.8967632 5.791580e+03 1409.221024 2 4
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1377 1.0438200 4.039868e+03 649.186485 5.8738756 2000-2009 –> 2010-2019 1.9413635 0.8975435 5.794670e+03 1405.504448 3 6
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1377 1.1013183 4.185539e+03 108.785968 6.0083828 2000-2009 –> 2010-2019 2.0090297 0.9077114 5.953301e+03 220.847985 7 11
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1377 1.0860236 4.147025e+03 479.291448 5.4153090 2000-2009 –> 2010-2019 2.0451140 0.9590904 5.987905e+03 1104.946007 4 10
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1377 1.0868211 4.149047e+03 475.317972 5.4132846 2000-2009 –> 2010-2019 2.0461311 0.9593099 5.990230e+03 1094.019344 5 12
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1377 1.0872980 4.150255e+03 474.099114 5.4134690 2000-2009 –> 2010-2019 2.0471133 0.9598152 5.992138e+03 1090.661269 6 14
Atlantic (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate 1377 1.1176243 4.224016e+03 21.776690 5.6701323 2000-2009 –> 2010-2019 2.0782190 0.9605947 6.064977e+03 54.658104 8 17
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1377 1.1343467 4.266917e+03 19.754405 5.9933031 2000-2009 –> 2010-2019 2.0783707 0.9440240 6.086770e+03 40.850184 9 14
Atlantic (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate_star 1377 1.1349342 4.266343e+03 4.729269 5.9150576 2000-2009 –> 2010-2019 2.1036830 0.9687487 6.118530e+03 9.800699 10 20
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 557 0.4160992 6.159072e+02 49.720717 1.0953623 1982-1999 –> 2000-2009 0.8686367 0.4525375 2.003974e+03 80.732565 1 3
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 557 0.4164965 6.169702e+02 584.407585 1.0902413 1982-1999 –> 2000-2009 0.8700403 0.4535438 2.009919e+03 991.602364 2 5
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate 557 0.4250894 6.397198e+02 701.365867 1.1708723 1982-1999 –> 2000-2009 0.8764091 0.4513197 2.021863e+03 1198.823043 10 11
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate 557 0.4218696 6.312499e+02 78.986348 1.1240958 1982-1999 –> 2000-2009 0.8808202 0.4589506 2.050247e+03 124.727063 4 8
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 557 0.4218699 6.312505e+02 30.556800 1.1242395 1982-1999 –> 2000-2009 0.8809276 0.4590577 2.050760e+03 50.759065 6 11
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 557 0.4218719 6.312558e+02 79.096324 1.1243632 1982-1999 –> 2000-2009 0.8810574 0.4591855 2.051377e+03 124.863416 7 13
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 557 0.4218698 6.312503e+02 820.581642 1.1242319 1982-1999 –> 2000-2009 0.8813035 0.4594337 2.052559e+03 1350.871894 5 12
Atlantic (28.05,28.1] 3 cstar_tref ~ sal + nitrate + phosphate_star 557 0.4164966 6.149707e+02 12.665022 1.0899847 1982-1999 –> 2000-2009 0.8986204 0.4821238 2.140237e+03 21.677771 3 13
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 557 0.4309412 6.549507e+02 499.460493 1.2936198 1982-1999 –> 2000-2009 0.9037798 0.4728385 2.139473e+03 816.588222 12 20
Atlantic (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate 557 0.4252712 6.381962e+02 15.420593 1.1657258 1982-1999 –> 2000-2009 0.9057450 0.4804738 2.155927e+03 27.048615 11 20
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 1126 0.4285369 1.299153e+03 637.339397 1.4921123 2000-2009 –> 2010-2019 0.8450334 0.4164965 1.916124e+03 1221.746983 9 11
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1126 0.4219791 1.264425e+03 760.089300 1.5794815 2000-2009 –> 2010-2019 0.8470686 0.4250894 1.904145e+03 1461.455167 1 11
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate 1126 0.4258048 1.284750e+03 61.806718 1.7002600 2000-2009 –> 2010-2019 0.8476744 0.4218696 1.916000e+03 140.793066 4 8
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1126 0.4258204 1.284832e+03 24.841038 1.6997196 2000-2009 –> 2010-2019 0.8476903 0.4218699 1.916083e+03 55.397838 5 11
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + oxygen + aou + phosphate 1126 0.4258211 1.284836e+03 727.496321 1.6992321 2000-2009 –> 2010-2019 0.8476909 0.4218698 1.916087e+03 1548.077963 6 11
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 1126 0.4258362 1.284916e+03 61.854725 1.6991788 2000-2009 –> 2010-2019 0.8477081 0.4218719 1.916172e+03 140.951049 8 15
Atlantic (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate_star 1126 0.4258265 1.282865e+03 6.112972 1.6922901 2000-2009 –> 2010-2019 0.8477085 0.4218820 1.912147e+03 12.667760 7 15
Atlantic (28.05,28.1] 3 cstar_tref ~ sal + oxygen + phosphate 1126 0.4286732 1.297870e+03 7.822038 1.5343690 2000-2009 –> 2010-2019 0.8525884 0.4239152 1.932508e+03 17.988779 10 19
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1126 0.4369113 1.342737e+03 37.676716 1.7936734 2000-2009 –> 2010-2019 0.8530105 0.4160992 1.958644e+03 87.397433 13 14
Atlantic (28.05,28.1] 3 cstar_tref ~ sal + nitrate + phosphate_star 1126 0.4369457 1.340914e+03 11.529617 1.8120210 2000-2009 –> 2010-2019 0.8534423 0.4164966 1.955885e+03 24.194640 14 17
Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate 598 0.2286695 -5.762092e+01 616.484601 1.0228058 1982-1999 –> 2000-2009 0.5804389 0.3517694 7.328752e+02 1443.326738 1 17
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 598 0.3306845 3.855683e+02 390.340246 1.6534676 1982-1999 –> 2000-2009 0.6143420 0.2836575 7.291395e+02 888.150636 3 4
Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate 598 0.2845839 2.040049e+02 567.540930 1.0805394 1982-1999 –> 2000-2009 0.6234322 0.3388482 9.164354e+02 1109.643597 2 14
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 598 0.3576201 4.792227e+02 62.777788 2.0229241 1982-1999 –> 2000-2009 0.6421651 0.2845450 8.293103e+02 110.528174 6 8
Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate_star 598 0.3586854 4.807803e+02 21.180446 2.0284912 1982-1999 –> 2000-2009 0.6435203 0.2848348 8.309919e+02 47.196088 7 10
Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate_star 598 0.3317280 3.873364e+02 164.449558 1.6149165 1982-1999 –> 2000-2009 0.6617585 0.3300305 1.044764e+03 332.998040 4 14
Atlantic (28.1,28.15] 2 cstar_tref ~ nitrate + phosphate 598 0.3343873 3.948857e+02 318.058085 1.2671038 1982-1999 –> 2000-2009 0.6866486 0.3522613 1.186297e+03 691.553016 5 22
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate 598 0.3887343 5.789987e+02 31.466168 2.2123455 1982-1999 –> 2000-2009 0.6907311 0.3019968 1.053256e+03 58.065644 9 13
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 598 0.3912596 5.867433e+02 31.512593 2.2206973 1982-1999 –> 2000-2009 0.6951849 0.3039252 1.074278e+03 58.141330 10 15
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 598 0.3931031 5.923651e+02 83.100044 2.2240436 1982-1999 –> 2000-2009 0.6989390 0.3058360 1.092973e+03 154.988123 11 18
Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate 1543 0.2691500 3.385113e+02 514.066673 1.4702271 2000-2009 –> 2010-2019 0.4978195 0.2286695 2.808904e+02 1130.551273 1 2
Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate 1543 0.3211129 8.832640e+02 507.790677 1.4941848 2000-2009 –> 2010-2019 0.6056968 0.2845839 1.087269e+03 1075.331607 6 8
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1543 0.2914372 5.860202e+02 228.865021 1.7944891 2000-2009 –> 2010-2019 0.6221217 0.3306845 9.715884e+02 619.205267 2 5
Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate_star 1543 0.3054347 7.287887e+02 126.352576 1.7720155 2000-2009 –> 2010-2019 0.6371627 0.3317280 1.116125e+03 290.802134 5 9
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1543 0.2993490 6.686799e+02 36.484204 1.9578539 2000-2009 –> 2010-2019 0.6569690 0.3576201 1.147903e+03 99.261993 3 9
Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate_star 1543 0.3000151 6.735398e+02 21.410371 1.9570830 2000-2009 –> 2010-2019 0.6587006 0.3586854 1.154320e+03 42.590817 4 11
Atlantic (28.1,28.15] 2 cstar_tref ~ nitrate + phosphate 1543 0.3542828 1.184626e+03 230.557796 1.9813422 2000-2009 –> 2010-2019 0.6886700 0.3343873 1.579512e+03 548.615881 13 18
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate 1543 0.3247511 9.200319e+02 29.748738 2.2551248 2000-2009 –> 2010-2019 0.7134854 0.3887343 1.499031e+03 61.214906 7 16
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1543 0.3264487 9.361217e+02 29.961017 2.2625310 2000-2009 –> 2010-2019 0.7177084 0.3912596 1.522865e+03 61.473609 8 18
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1543 0.3280622 9.513364e+02 29.605762 2.2691287 2000-2009 –> 2010-2019 0.7211652 0.3931031 1.543701e+03 60.601712 9 20
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 169 0.1063986 -2.657090e+02 24.211007 0.2890530 1982-1999 –> 2000-2009 0.2222150 0.1158164 -7.797915e+02 107.310429 1 2
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 169 0.1064583 -2.655194e+02 150.223807 0.2892696 1982-1999 –> 2000-2009 0.2223225 0.1158642 -7.793076e+02 576.040947 2 4
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 169 0.1064669 -2.654921e+02 33.814842 0.2893694 1982-1999 –> 2000-2009 0.2223965 0.1159296 -7.788771e+02 149.003283 3 6
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 169 0.1064908 -2.654161e+02 46.262507 0.2894123 1982-1999 –> 2000-2009 0.2224335 0.1159427 -7.787207e+02 152.416458 4 8
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 169 0.1084906 -2.591279e+02 161.623407 0.2986721 1982-1999 –> 2000-2009 0.2263614 0.1178709 -7.606560e+02 580.253387 6 12
Atlantic (28.15,28.2] 3 cstar_tref ~ sal + aou + phosphate 169 0.1105478 -2.547788e+02 33.729167 0.2729035 1982-1999 –> 2000-2009 0.2269558 0.1164080 -7.672236e+02 147.494688 13 18
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 169 0.1086768 -2.585483e+02 31.707334 0.3020809 1982-1999 –> 2000-2009 0.2296095 0.1209328 -7.417658e+02 142.865370 7 14
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 169 0.1086801 -2.585379e+02 31.531488 0.3021565 1982-1999 –> 2000-2009 0.2296607 0.1209806 -7.414732e+02 142.052935 8 16
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 169 0.1087091 -2.584476e+02 45.436918 0.3021967 1982-1999 –> 2000-2009 0.2297028 0.1209937 -7.413056e+02 155.877055 9 18
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 169 0.1096617 -2.554988e+02 185.885199 0.3040100 1982-1999 –> 2000-2009 0.2312528 0.1215911 -7.348398e+02 899.421948 11 21
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 285 0.1452361 -2.789599e+02 36.414633 0.5023354 2000-2009 –> 2010-2019 0.2517270 0.1064908 -5.443760e+02 82.677139 6 10
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 285 0.1452674 -2.788372e+02 31.713708 0.5025580 2000-2009 –> 2010-2019 0.2517343 0.1064669 -5.443293e+02 65.528550 7 10
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate 285 0.1452823 -2.787786e+02 31.861538 0.5027761 2000-2009 –> 2010-2019 0.2517406 0.1064583 -5.442980e+02 65.863431 8 10
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 285 0.1453603 -2.784728e+02 21.227300 0.5031455 2000-2009 –> 2010-2019 0.2517589 0.1063986 -5.441819e+02 45.438307 9 10
Atlantic (28.15,28.2] 3 cstar_tref ~ sal + temp + phosphate 285 0.1459537 -2.781507e+02 3.545256 0.5149084 2000-2009 –> 2010-2019 0.2527976 0.1068439 -5.444480e+02 7.474515 11 16
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 285 0.1451336 -2.793624e+02 164.019349 0.5035749 2000-2009 –> 2010-2019 0.2536242 0.1084906 -5.384903e+02 325.642755 3 9
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 285 0.1450894 -2.795359e+02 36.453657 0.5032607 2000-2009 –> 2010-2019 0.2537986 0.1087091 -5.379835e+02 81.890574 1 10
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 285 0.1451272 -2.793874e+02 29.621174 0.5035244 2000-2009 –> 2010-2019 0.2538073 0.1086801 -5.379253e+02 61.152662 2 10
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 285 0.1451362 -2.793523e+02 29.755406 0.5037040 2000-2009 –> 2010-2019 0.2538129 0.1086768 -5.379006e+02 61.462740 4 11
Atlantic (28.15,28.2] 3 cstar_tref ~ sal + temp + nitrate 285 0.1453841 -2.803795e+02 3.574549 0.5109513 2000-2009 –> 2010-2019 0.2541098 0.1087257 -5.407756e+02 7.519502 10 20
Atlantic (28.2, Inf] 2 cstar_tref ~ nitrate + phosphate 20 0.0033483 -1.632140e+02 196.035829 0.0061471 1982-1999 –> 2000-2009 0.0392154 0.0358670 -7.279134e+02 812.187603 25 26
Atlantic (28.2, Inf] 3 cstar_tref ~ sal + aou + phosphate_star 20 0.0011189 -2.050581e+02 2.059512 0.0029876 1982-1999 –> 2000-2009 0.0819560 0.0808370 -5.239725e+02 74.560271 10 12
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + nitrate + phosphate_star 20 0.0011563 -2.037425e+02 1.112569 0.0030442 1982-1999 –> 2000-2009 0.0834318 0.0822755 -5.173654e+02 73.993813 14 17
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + aou + phosphate 20 0.0011075 -2.054670e+02 216.122508 0.0029966 1982-1999 –> 2000-2009 0.0837353 0.0826277 -5.178085e+02 221.176270 6 10
Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate_star 20 0.0011571 -2.037146e+02 1.048627 0.0030452 1982-1999 –> 2000-2009 0.0838574 0.0827003 -5.157928e+02 41.706133 15 20
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + aou + phosphate_star 20 0.0011115 -2.053254e+02 118.972683 0.0029760 1982-1999 –> 2000-2009 0.0839897 0.0828782 -5.167588e+02 128.619066 7 14
Atlantic (28.2, Inf] 3 cstar_tref ~ oxygen + aou + phosphate_star 20 0.0011134 -2.052562e+02 1.464858 0.0029672 1982-1999 –> 2000-2009 0.0839974 0.0828840 -5.166687e+02 16.692710 8 16
Atlantic (28.2, Inf] 2 cstar_tref ~ nitrate + phosphate_star 20 0.0012554 -2.024533e+02 1.000924 0.0028556 1982-1999 –> 2000-2009 0.0840922 0.0828368 -5.160366e+02 13.773425 21 27
Atlantic (28.2, Inf] 2 cstar_tref ~ phosphate + phosphate_star 20 0.0012024 -2.041787e+02 1.009850 0.0027956 1982-1999 –> 2000-2009 0.0844441 0.0832417 -5.162993e+02 18.144629 18 28
Atlantic (28.2, Inf] 3 cstar_tref ~ sal + temp + phosphate_star 20 0.0011188 -2.050633e+02 2.144328 0.0029875 1982-1999 –> 2000-2009 0.0853288 0.0842100 -5.117141e+02 50.619284 9 20
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + nitrate + phosphate_star 47 0.0036130 -3.852019e+02 20.783725 0.0118346 2000-2009 –> 2010-2019 0.0047693 0.0011563 -5.889443e+02 21.896295 1 17
Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate_star 47 0.0036142 -3.851715e+02 25.210966 0.0118369 2000-2009 –> 2010-2019 0.0047713 0.0011571 -5.888861e+02 26.259593 2 19
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + aou + phosphate 47 0.0037598 -3.814588e+02 26.874897 0.0125266 2000-2009 –> 2010-2019 0.0048673 0.0011075 -5.869259e+02 242.997405 4 11
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + aou + phosphate_star 47 0.0037907 -3.806895e+02 11.741341 0.0125387 2000-2009 –> 2010-2019 0.0049022 0.0011115 -5.860149e+02 130.714024 5 13
Atlantic (28.2, Inf] 2 cstar_tref ~ nitrate + phosphate_star 47 0.0036763 -3.855697e+02 19.090365 0.0116070 2000-2009 –> 2010-2019 0.0049317 0.0012554 -5.880230e+02 20.091289 3 26
Atlantic (28.2, Inf] 3 cstar_tref ~ oxygen + aou + phosphate_star 47 0.0038203 -3.799585e+02 4.597228 0.0125504 2000-2009 –> 2010-2019 0.0049337 0.0011134 -5.852146e+02 6.062087 6 15
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + phosphate + phosphate_star 47 0.0038205 -3.799531e+02 26.076658 0.0125501 2000-2009 –> 2010-2019 0.0049339 0.0011134 -5.852105e+02 27.195462 7 17
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + aou + nitrate 47 0.0040324 -3.748782e+02 30.953977 0.0134861 2000-2009 –> 2010-2019 0.0050022 0.0009698 -5.856580e+02 291.136380 9 10
Atlantic (28.2, Inf] 3 cstar_tref ~ oxygen + aou + nitrate 47 0.0040938 -3.734576e+02 11.877912 0.0134969 2000-2009 –> 2010-2019 0.0050720 0.0009782 -5.838917e+02 15.035743 10 12
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + oxygen + nitrate 47 0.0040940 -3.734526e+02 11.029773 0.0134966 2000-2009 –> 2010-2019 0.0050722 0.0009782 -5.838882e+02 14.272658 11 14
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 338 3.6348081 1.845619e+03 653.096802 13.4097939 1982-1999 –> 2000-2009 8.4189040 4.7840959 5.261647e+03 961.940677 1 2
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 338 3.6396604 1.846520e+03 432.343444 13.2554720 1982-1999 –> 2000-2009 8.4740037 4.8343432 5.274460e+03 751.495584 2 4
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 338 3.6728863 1.852663e+03 750.711819 13.2755969 1982-1999 –> 2000-2009 8.5739871 4.9011008 5.296238e+03 1108.811961 4 7
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + phosphate 338 3.6844564 1.852790e+03 222.272344 15.1057699 1982-1999 –> 2000-2009 8.7455232 5.0610668 5.330978e+03 412.857439 5 9
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 338 3.6983036 1.855325e+03 30.257791 15.1341224 1982-1999 –> 2000-2009 8.7938902 5.0955865 5.341263e+03 57.913285 6 11
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 338 3.7316565 1.861395e+03 225.412917 15.1698534 1982-1999 –> 2000-2009 8.9169219 5.1852654 5.367220e+03 427.606434 7 13
Indian (-Inf,26] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 338 3.8187792 1.876996e+03 596.053752 15.2367558 1982-1999 –> 2000-2009 9.1657014 5.3469222 5.417820e+03 1108.709848 8 16
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 338 3.6497953 1.846400e+03 26.261200 12.4618574 1982-1999 –> 2000-2009 9.4743320 5.8245367 5.484761e+03 56.996429 3 14
Indian (-Inf,26] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 338 4.5926702 2.001738e+03 162.703259 20.6884453 1982-1999 –> 2000-2009 9.9018310 5.3091608 5.534483e+03 305.742706 10 17
Indian (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 338 4.7385212 2.022873e+03 180.053340 21.0811901 1982-1999 –> 2000-2009 10.2842329 5.5457116 5.605311e+03 341.160610 11 20
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 192 5.0334007 1.179453e+03 191.919291 16.9740043 2000-2009 –> 2010-2019 8.6682088 3.6348081 3.025072e+03 616.691919 1 2
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 192 5.0515665 1.180837e+03 209.097592 17.1729508 2000-2009 –> 2010-2019 8.6912269 3.6396604 3.027357e+03 641.441036 2 4
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 192 5.0941189 1.184058e+03 406.272857 17.3862834 2000-2009 –> 2010-2019 8.7670053 3.6728863 3.036721e+03 1156.984676 3 7
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 192 5.1418014 1.185635e+03 31.078852 19.8695856 2000-2009 –> 2010-2019 8.8262577 3.6844564 3.038425e+03 61.211655 4 9
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 192 5.1612001 1.187081e+03 31.627592 20.0540666 2000-2009 –> 2010-2019 8.8595037 3.6983036 3.042407e+03 61.885383 5 11
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 192 5.2221682 1.191591e+03 245.242070 20.5168491 2000-2009 –> 2010-2019 8.9538248 3.7316565 3.052985e+03 470.654987 6 13
Indian (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 192 5.3420906 1.200309e+03 362.884901 21.1016516 2000-2009 –> 2010-2019 9.1608698 3.8187792 3.077305e+03 767.121384 7 15
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 192 5.8827340 1.237329e+03 29.534889 25.1492329 2000-2009 –> 2010-2019 9.5325292 3.6497953 3.083729e+03 55.796089 8 11
Indian (-Inf,26] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 192 5.8951709 1.238140e+03 252.773734 15.0012146 2000-2009 –> 2010-2019 10.4878411 4.5926702 3.239878e+03 543.965198 9 19
Indian (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 192 6.1085357 1.251792e+03 127.736852 15.0219065 2000-2009 –> 2010-2019 10.8470569 4.7385212 3.274665e+03 307.790193 10 21
Indian (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 626 4.8392154 3.764605e+03 238.314709 21.6118551 1982-1999 –> 2000-2009 9.7811962 4.9419807 8.949237e+03 436.940514 1 2
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 626 4.8438249 3.765797e+03 109.833763 21.5820186 1982-1999 –> 2000-2009 9.8292130 4.9853882 8.965418e+03 219.959431 2 4
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 626 4.8527493 3.768102e+03 244.288824 21.5332895 1982-1999 –> 2000-2009 9.9052235 5.0524742 8.990634e+03 462.133801 3 6
Indian (26,26.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 626 5.1979687 3.852142e+03 178.689269 22.3894138 1982-1999 –> 2000-2009 10.3355398 5.1375711 9.101302e+03 370.058570 7 11
Indian (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 626 5.2353201 3.861107e+03 84.033676 22.3395588 1982-1999 –> 2000-2009 10.4483289 5.2130089 9.135251e+03 191.738841 8 13
Indian (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 626 5.2880174 3.873646e+03 182.795836 22.2616117 1982-1999 –> 2000-2009 10.6020138 5.3139964 9.180677e+03 389.952810 9 15
Indian (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate 626 5.0790463 3.823166e+03 188.828878 20.0292455 1982-1999 –> 2000-2009 11.0235968 5.9445505 9.322388e+03 351.073145 4 11
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 626 5.0819080 3.823871e+03 20.870451 20.0138169 1982-1999 –> 2000-2009 11.0598545 5.9779465 9.332696e+03 38.460484 5 13
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 626 5.0944043 3.826946e+03 188.174633 19.9433959 1982-1999 –> 2000-2009 11.1938898 6.0994855 9.370269e+03 361.323307 6 15
Indian (26,26.5] 3 cstar_tref ~ temp + phosphate + phosphate_star 626 5.9404331 4.017302e+03 33.608016 21.6541300 1982-1999 –> 2000-2009 12.2104385 6.2700054 9.605885e+03 65.572647 12 22
Indian (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 310 4.9909779 1.890474e+03 458.700824 15.9781322 2000-2009 –> 2010-2019 9.8301933 4.8392154 5.655079e+03 697.015533 1 2
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 310 5.0099482 1.892826e+03 150.372579 15.9454770 2000-2009 –> 2010-2019 9.8537731 4.8438249 5.658623e+03 260.206342 2 4
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 310 5.0562426 1.898529e+03 487.780021 15.9801580 2000-2009 –> 2010-2019 9.9089918 4.8527493 5.666630e+03 732.068845 3 6
Indian (26,26.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 310 5.2221196 1.916542e+03 47.762665 15.9092763 2000-2009 –> 2010-2019 10.3011659 5.0790463 5.739708e+03 86.523259 6 10
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 310 5.2357946 1.918163e+03 23.887827 15.9406450 2000-2009 –> 2010-2019 10.3177026 5.0819080 5.742034e+03 44.758278 7 12
Indian (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 310 5.1538158 1.908379e+03 254.923317 17.8309922 2000-2009 –> 2010-2019 10.3517845 5.1979687 5.760522e+03 391.971968 4 11
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 310 5.2914953 1.924724e+03 243.103255 16.0761225 2000-2009 –> 2010-2019 10.3858996 5.0944043 5.751670e+03 431.277889 8 14
Indian (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 310 5.2020274 1.914152e+03 131.707934 17.8632960 2000-2009 –> 2010-2019 10.4373474 5.2353201 5.775259e+03 215.741610 5 13
Indian (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 310 5.3069218 1.926529e+03 463.274285 18.0407786 2000-2009 –> 2010-2019 10.5949393 5.2880174 5.800175e+03 646.070121 9 18
Indian (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 310 5.8505817 1.986997e+03 14.944207 14.9661057 2000-2009 –> 2010-2019 11.3162673 5.4656857 5.902017e+03 35.174383 13 23
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 873 3.3036791 4.578001e+03 92.828137 17.7235708 1982-1999 –> 2000-2009 7.2935118 3.9898327 9.395808e+03 167.074846 1 2
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 873 3.3046305 4.578504e+03 92.972470 17.6841934 1982-1999 –> 2000-2009 7.3007429 3.9961124 9.399006e+03 166.262643 2 4
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 873 3.3078257 4.580191e+03 172.013475 17.5902998 1982-1999 –> 2000-2009 7.3190009 4.0111752 9.407142e+03 372.188982 3 6
Indian (26.5,26.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 873 3.5170711 4.685286e+03 74.176866 18.0592311 1982-1999 –> 2000-2009 7.5592796 4.0422085 9.523447e+03 147.422384 7 11
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 873 3.5232428 4.688347e+03 74.682819 17.9850420 1982-1999 –> 2000-2009 7.5740443 4.0508015 9.530148e+03 147.901350 8 13
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 873 3.5362822 4.694797e+03 167.155826 17.9068847 1982-1999 –> 2000-2009 7.6068755 4.0705933 9.544952e+03 344.855897 10 16
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate 873 3.4645880 4.659035e+03 137.119678 14.5134897 1982-1999 –> 2000-2009 7.8393712 4.3747832 9.632715e+03 316.552755 4 11
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 873 3.4648368 4.659161e+03 14.799385 14.5075464 1982-1999 –> 2000-2009 7.8417351 4.3768983 9.633669e+03 31.735170 5 13
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 873 3.4693388 4.661428e+03 137.648135 14.3844590 1982-1999 –> 2000-2009 7.8737829 4.4044440 9.646689e+03 314.806880 6 15
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 873 3.5261680 4.689796e+03 18.181316 15.0729935 1982-1999 –> 2000-2009 8.0228174 4.4966494 9.710569e+03 33.136389 9 23
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 280 4.0753178 1.595377e+03 94.849824 11.1705703 2000-2009 –> 2010-2019 7.3799483 3.3046305 6.173880e+03 187.822294 1 3
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 280 4.0765509 1.595546e+03 421.526133 11.1747642 2000-2009 –> 2010-2019 7.3802300 3.3036791 6.173547e+03 593.229420 2 3
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 280 4.0851007 1.596720e+03 418.643068 11.1735992 2000-2009 –> 2010-2019 7.3929264 3.3078257 6.176910e+03 590.656544 3 6
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 280 4.0884663 1.595181e+03 15.977641 11.5484057 2000-2009 –> 2010-2019 7.5533031 3.4648368 6.254341e+03 30.777025 4 9
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate 280 4.0889421 1.595246e+03 259.421995 11.5424555 2000-2009 –> 2010-2019 7.5535301 3.4645880 6.254281e+03 396.541674 5 9
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 280 4.0975287 1.596421e+03 255.588934 11.5400810 2000-2009 –> 2010-2019 7.5668675 3.4693388 6.257849e+03 393.237069 6 12
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 280 4.1086699 1.597941e+03 9.805823 11.4252591 2000-2009 –> 2010-2019 7.6348379 3.5261680 6.287738e+03 27.987139 7 16
Indian (26.5,26.75] 3 cstar_tref ~ sal + temp + phosphate_star 280 4.1246317 1.598113e+03 6.730999 10.7992894 2000-2009 –> 2010-2019 7.6663710 3.5417393 6.293602e+03 15.624697 8 19
Indian (26.5,26.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 280 4.2779871 1.620556e+03 94.100985 11.5733858 2000-2009 –> 2010-2019 7.7950582 3.5170711 6.305842e+03 168.277851 12 19
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 280 4.2759555 1.620290e+03 92.472818 11.5818111 2000-2009 –> 2010-2019 7.7991983 3.5232428 6.308637e+03 167.155636 10 18
Indian (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 672 2.8777342 3.341666e+03 204.432013 7.7353565 1982-1999 –> 2000-2009 5.5593958 2.6816616 8.618627e+03 266.810439 1 2
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 672 2.8790568 3.342283e+03 176.632797 7.7202156 1982-1999 –> 2000-2009 5.5608269 2.6817701 8.619333e+03 231.897003 3 6
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 672 2.8783929 3.341973e+03 703.597767 7.7235524 1982-1999 –> 2000-2009 5.5617143 2.6833214 8.620288e+03 853.634666 2 7
Indian (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 672 2.8918841 3.346258e+03 169.386362 7.5942296 1982-1999 –> 2000-2009 5.5737122 2.6818281 8.621355e+03 215.738755 10 14
Indian (26.75,27] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 672 2.9023359 3.351107e+03 177.376128 7.5074723 1982-1999 –> 2000-2009 5.5840243 2.6816884 8.626089e+03 223.629837 14 16
Indian (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 672 2.9006503 3.350326e+03 678.244265 7.5665494 1982-1999 –> 2000-2009 5.6182951 2.7176448 8.654451e+03 784.594018 13 21
Indian (26.75,27] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 672 2.8873318 3.344141e+03 76.475122 7.9352703 1982-1999 –> 2000-2009 5.6385849 2.7512531 8.675158e+03 95.693709 5 15
Indian (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 672 2.8886179 3.344739e+03 76.078462 7.9170544 1982-1999 –> 2000-2009 5.6390279 2.7504100 8.675086e+03 95.251825 7 16
Indian (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 672 2.8881822 3.344536e+03 498.422565 7.9222286 1982-1999 –> 2000-2009 5.6450701 2.7568879 8.680030e+03 604.740178 6 17
Indian (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 672 2.9581297 3.376698e+03 48.374896 7.1366101 1982-1999 –> 2000-2009 5.6483591 2.6902294 8.658638e+03 67.949382 35 41
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 434 2.2689350 1.956800e+03 45.866763 7.1997037 2000-2009 –> 2010-2019 5.1479918 2.8790568 5.299084e+03 222.499559 1 4
Indian (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 434 2.2708616 1.957537e+03 52.875284 7.2014004 2000-2009 –> 2010-2019 5.1485958 2.8777342 5.299203e+03 257.307297 2 3
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 434 2.2736882 1.958617e+03 206.550544 7.1953633 2000-2009 –> 2010-2019 5.1520811 2.8783929 5.300590e+03 910.148311 5 7
Indian (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 434 2.2722203 1.956056e+03 19.723365 7.1767800 2000-2009 –> 2010-2019 5.1608383 2.8886179 5.300795e+03 95.801827 3 10
Indian (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + phosphate 434 2.2736053 1.956585e+03 147.504259 7.1799945 2000-2009 –> 2010-2019 5.1609371 2.8873318 5.300726e+03 674.744820 4 9
Indian (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 434 2.2761326 1.957549e+03 136.680936 7.1763898 2000-2009 –> 2010-2019 5.1643148 2.8881822 5.302086e+03 635.103500 6 12
Indian (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 434 2.3215704 1.974706e+03 39.066654 6.8904674 2000-2009 –> 2010-2019 5.2134545 2.8918841 5.320964e+03 208.453016 7 17
Indian (26.75,27] 3 cstar_tref ~ sal + aou + phosphate_star 434 2.3245646 1.973825e+03 9.952259 6.8768311 2000-2009 –> 2010-2019 5.2354859 2.9109214 5.326902e+03 61.383282 8 29
Indian (26.75,27] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 434 2.3475403 1.984362e+03 38.518362 6.8775760 2000-2009 –> 2010-2019 5.2498761 2.9023359 5.335469e+03 205.914386 15 29
Indian (26.75,27] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 434 2.3446248 1.983283e+03 47.268428 6.4427592 2000-2009 –> 2010-2019 5.2523287 2.9077039 5.336874e+03 160.344368 10 27
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 583 1.0719892 1.749538e+03 690.430549 2.9256051 1982-1999 –> 2000-2009 2.1733625 1.1013732 5.440132e+03 885.522869 1 3
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 583 1.0721128 1.747672e+03 400.374523 2.9257226 1982-1999 –> 2000-2009 2.1736928 1.1015800 5.436722e+03 523.110042 2 6
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 583 1.0774390 1.755451e+03 428.633169 2.9407910 1982-1999 –> 2000-2009 2.1792085 1.1017695 5.446918e+03 554.142875 3 10
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 583 1.0775906 1.753615e+03 134.289351 2.9302339 1982-1999 –> 2000-2009 2.1795314 1.1019408 5.443459e+03 173.933917 4 12
Indian (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 583 1.0807694 1.759049e+03 756.724548 2.9554579 1982-1999 –> 2000-2009 2.1821423 1.1013729 5.449643e+03 989.305723 5 6
Indian (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + phosphate 583 1.0814104 1.757741e+03 447.770425 2.9362218 1982-1999 –> 2000-2009 2.1830137 1.1016033 5.446841e+03 592.764883 6 11
Indian (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 583 1.0993799 1.776956e+03 157.626471 3.6591746 1982-1999 –> 2000-2009 2.2259329 1.1265530 5.520390e+03 207.852677 7 16
Indian (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate 583 1.1640841 1.843638e+03 156.223267 3.4275639 1982-1999 –> 2000-2009 2.2654577 1.1013736 5.532233e+03 214.831881 19 22
Indian (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 583 1.1527852 1.832265e+03 521.545327 2.9558253 1982-1999 –> 2000-2009 2.2823553 1.1295701 5.582187e+03 673.165721 15 27
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 583 1.1556098 1.835119e+03 427.699688 2.9524380 1982-1999 –> 2000-2009 2.2840607 1.1284509 5.582636e+03 548.533855 17 27
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 468 1.2882039 1.579167e+03 249.185343 3.8913134 2000-2009 –> 2010-2019 2.3601932 1.0719892 3.328705e+03 939.615892 4 5
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 468 1.2881585 1.579134e+03 119.454054 3.8939300 2000-2009 –> 2010-2019 2.3655975 1.0774390 3.334585e+03 548.087223 3 6
Indian (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 468 1.2876265 1.578748e+03 115.300226 3.9116502 2000-2009 –> 2010-2019 2.3683959 1.0807694 3.337797e+03 384.172487 1 6
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 468 1.2980861 1.584320e+03 176.242408 4.0265129 2000-2009 –> 2010-2019 2.3701990 1.0721128 3.331993e+03 576.616931 8 10
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 468 1.2980933 1.584326e+03 51.120921 4.0286666 2000-2009 –> 2010-2019 2.3756840 1.0775906 3.337940e+03 185.410272 9 13
Indian (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 468 1.2970073 1.583542e+03 51.433959 4.0506690 2000-2009 –> 2010-2019 2.3784178 1.0814104 3.341283e+03 185.458429 6 12
Indian (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 468 1.3192944 1.599489e+03 66.860550 4.2834118 2000-2009 –> 2010-2019 2.4186743 1.0993799 3.376446e+03 224.487021 12 19
Indian (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 468 1.2876724 1.576781e+03 153.677623 3.9063757 2000-2009 –> 2010-2019 2.4404576 1.1527852 3.409047e+03 675.222950 2 17
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 468 1.2883579 1.577279e+03 119.436436 3.8822286 2000-2009 –> 2010-2019 2.4439677 1.1556098 3.412398e+03 547.136125 5 22
Indian (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 468 1.3250068 1.603533e+03 248.197581 4.2163258 2000-2009 –> 2010-2019 2.4467595 1.1217527 3.403980e+03 926.028432 16 24
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 715 0.9961003 2.035495e+03 179.468771 3.1749468 1982-1999 –> 2000-2009 2.1521467 1.1560464 6.123134e+03 312.978201 1 8
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 715 1.0366039 2.092490e+03 407.452623 3.6795750 1982-1999 –> 2000-2009 2.1829564 1.1463525 6.158185e+03 558.243165 3 6
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate 715 1.0192156 2.068300e+03 541.688450 3.4221836 1982-1999 –> 2000-2009 2.1894285 1.1702129 6.187679e+03 696.514877 2 13
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 715 1.0635076 2.129131e+03 300.362298 3.9508966 1982-1999 –> 2000-2009 2.1978780 1.1343704 6.167443e+03 403.936961 7 8
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate 715 1.0534941 2.115603e+03 402.953688 3.5791768 1982-1999 –> 2000-2009 2.2141111 1.1606170 6.213525e+03 511.894685 6 15
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 715 1.0374570 2.093667e+03 202.707507 3.3794916 1982-1999 –> 2000-2009 2.2180093 1.1805523 6.235971e+03 343.622398 4 19
Indian (27.25,27.5] 3 cstar_tref ~ sal + temp + oxygen 715 1.0451316 2.102206e+03 28.950782 3.9201597 1982-1999 –> 2000-2009 2.2565628 1.2114311 6.309797e+03 42.492938 5 28
Indian (27.25,27.5] 3 cstar_tref ~ temp + oxygen + nitrate 715 1.1121705 2.191110e+03 372.328963 3.0938356 1982-1999 –> 2000-2009 2.2598614 1.1476908 6.257846e+03 424.846501 10 15
Indian (27.25,27.5] 3 cstar_tref ~ temp + nitrate + phosphate_star 715 1.1134749 2.192787e+03 157.547018 2.8404746 1982-1999 –> 2000-2009 2.2696056 1.1561306 6.278616e+03 184.442287 11 19
Indian (27.25,27.5] 3 cstar_tref ~ sal + temp + aou 715 1.0659540 2.130416e+03 28.960252 4.0521522 1982-1999 –> 2000-2009 2.2826382 1.2166842 6.349283e+03 42.435940 8 33
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 501 1.2101460 1.624899e+03 121.516897 3.1202753 2000-2009 –> 2010-2019 2.2062463 0.9961003 3.660394e+03 300.985667 6 7
Indian (27.25,27.5] 3 cstar_tref ~ sal + nitrate + phosphate 501 1.1016229 1.528754e+03 144.786901 2.9001920 2000-2009 –> 2010-2019 2.2430641 1.1414412 3.757014e+03 727.716945 1 16
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 501 1.2099360 1.624725e+03 125.246529 3.1524799 2000-2009 –> 2010-2019 2.2465399 1.0366039 3.717215e+03 532.699153 4 7
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate 501 1.2440746 1.652605e+03 147.217600 3.1848628 2000-2009 –> 2010-2019 2.2632903 1.0192156 3.720905e+03 688.906051 12 14
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 501 1.2060705 1.621519e+03 85.191369 3.1506101 2000-2009 –> 2010-2019 2.2695780 1.0635076 3.750649e+03 385.553667 2 9
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 501 1.2538047 1.660411e+03 133.146361 3.2484785 2000-2009 –> 2010-2019 2.2912617 1.0374570 3.754078e+03 335.853868 16 20
Indian (27.25,27.5] 3 cstar_tref ~ sal + temp + oxygen 501 1.2494493 1.654925e+03 16.307530 3.1957487 2000-2009 –> 2010-2019 2.2945809 1.0451316 3.757131e+03 45.258312 15 20
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate 501 1.2460793 1.654218e+03 100.946956 3.2107272 2000-2009 –> 2010-2019 2.2995734 1.0534941 3.769821e+03 503.900643 13 19
Indian (27.25,27.5] 3 cstar_tref ~ temp + oxygen + nitrate 501 1.2100381 1.622810e+03 59.591501 3.1292195 2000-2009 –> 2010-2019 2.3222087 1.1121705 3.813920e+03 431.920463 5 15
Indian (27.25,27.5] 3 cstar_tref ~ sal + temp + aou 501 1.2574655 1.661333e+03 16.174179 3.2665222 2000-2009 –> 2010-2019 2.3234195 1.0659540 3.791749e+03 45.134431 18 26
Indian (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 955 0.7820737 2.254682e+03 918.089415 3.4553084 1982-1999 –> 2000-2009 1.7745225 0.9924488 6.353155e+03 1492.896313 1 2
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 955 0.7975427 2.290093e+03 431.085262 3.2295487 1982-1999 –> 2000-2009 1.8019315 1.0043888 6.421174e+03 720.321229 4 8
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 955 0.7924438 2.279842e+03 885.396202 3.4610039 1982-1999 –> 2000-2009 1.8105961 1.0181523 6.452312e+03 1443.994833 2 8
Indian (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 955 0.8273790 2.360242e+03 363.820381 3.5203343 1982-1999 –> 2000-2009 1.8220393 0.9946603 6.463156e+03 618.730458 6 8
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 955 0.7955395 2.287289e+03 939.943657 3.4815841 1982-1999 –> 2000-2009 1.8225008 1.0269613 6.484690e+03 1508.100682 3 13
Indian (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + phosphate 955 0.8498741 2.411478e+03 275.959114 3.6558797 1982-1999 –> 2000-2009 1.8492908 0.9994167 6.528198e+03 468.263202 15 18
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 955 0.8310976 2.368807e+03 115.908944 3.5516945 1982-1999 –> 2000-2009 1.8498051 1.0187076 6.540855e+03 185.409311 7 14
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 955 0.8056366 2.309379e+03 837.443328 3.4951636 1982-1999 –> 2000-2009 1.8504340 1.0447974 6.554611e+03 1263.073812 5 21
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 955 0.8327575 2.372618e+03 162.054210 3.5691037 1982-1999 –> 2000-2009 1.8598620 1.0271044 6.568422e+03 267.547111 8 19
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 955 0.8397008 2.388477e+03 19.750899 3.6753499 1982-1999 –> 2000-2009 1.8691352 1.0294344 6.590839e+03 36.945350 9 22
Indian (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 599 0.9023985 1.590855e+03 506.924912 2.7535480 2000-2009 –> 2010-2019 1.6844722 0.7820737 3.845537e+03 1425.014327 1 2
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 599 0.9028775 1.589491e+03 339.066331 2.6897405 2000-2009 –> 2010-2019 1.7004202 0.7975427 3.879583e+03 770.151593 2 6
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 599 0.9141282 1.606327e+03 491.794838 2.7158485 2000-2009 –> 2010-2019 1.7065720 0.7924438 3.886169e+03 1377.191040 10 12
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 599 0.9199348 1.613912e+03 478.131148 2.7897730 2000-2009 –> 2010-2019 1.7154743 0.7955395 3.901201e+03 1350.077561 18 21
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 599 0.9276316 1.621894e+03 324.110351 2.9673209 2000-2009 –> 2010-2019 1.7332682 0.8056366 3.931273e+03 1161.553679 31 36
Indian (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 599 0.9061775 1.593861e+03 284.853239 2.9611716 2000-2009 –> 2010-2019 1.7335565 0.8273790 3.954103e+03 648.673620 5 11
Indian (27.5,27.75] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 599 0.9052592 1.592647e+03 506.868980 2.6552325 2000-2009 –> 2010-2019 1.7450880 0.8398289 3.981415e+03 1380.547865 3 13
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 599 0.9160073 1.606787e+03 71.289912 2.8586747 2000-2009 –> 2010-2019 1.7471048 0.8310976 3.975594e+03 187.198856 13 20
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 599 0.9209487 1.613232e+03 114.432103 2.7895490 2000-2009 –> 2010-2019 1.7537063 0.8327575 3.985850e+03 276.486312 23 31
Indian (27.5,27.75] 3 cstar_tref ~ aou + nitrate + phosphate_star 599 0.9053183 1.590725e+03 310.602296 2.6631070 2000-2009 –> 2010-2019 1.7573260 0.8520077 4.004992e+03 615.414997 4 20
Indian (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 469 0.3706683 4.120484e+02 889.839425 0.9945962 1982-1999 –> 2000-2009 0.9499254 0.5792572 1.649642e+03 1133.754514 1 4
Indian (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + nitrate 469 0.3889257 4.571482e+02 543.165704 1.1277837 1982-1999 –> 2000-2009 0.9598533 0.5709276 1.674406e+03 824.659980 3 4
Indian (27.75,27.85] 3 cstar_tref ~ oxygen + aou + nitrate 469 0.3972377 4.749835e+02 510.749403 1.2266517 1982-1999 –> 2000-2009 0.9719312 0.5746935 1.699472e+03 748.666139 6 8
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 469 0.3920560 4.646676e+02 271.214430 1.1364457 1982-1999 –> 2000-2009 0.9750710 0.5830149 1.711340e+03 461.230965 4 9
Indian (27.75,27.85] 3 cstar_tref ~ temp + aou + nitrate 469 0.3988114 4.786922e+02 59.020902 1.2326367 1982-1999 –> 2000-2009 0.9830138 0.5842024 1.726221e+03 152.319403 7 13
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + nitrate 469 0.3943068 4.700372e+02 349.412738 1.1431154 1982-1999 –> 2000-2009 0.9846407 0.5903339 1.734225e+03 612.799385 5 12
Indian (27.75,27.85] 3 cstar_tref ~ temp + oxygen + nitrate 469 0.4006862 4.830915e+02 73.370773 1.2360788 1982-1999 –> 2000-2009 0.9921418 0.5914555 1.747944e+03 195.798645 8 17
Indian (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 469 0.4180166 5.248087e+02 485.854848 1.3816606 1982-1999 –> 2000-2009 0.9978240 0.5798074 1.763735e+03 763.315219 10 14
Indian (27.75,27.85] 3 cstar_tref ~ aou + nitrate + phosphate_star 469 0.3740167 4.184836e+02 707.420214 1.0316375 1982-1999 –> 2000-2009 1.0052624 0.6312457 1.774749e+03 936.152192 2 18
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 469 0.4123562 5.120204e+02 15.394484 1.3665061 1982-1999 –> 2000-2009 1.0102305 0.5978743 1.794028e+03 25.014953 9 21
Indian (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 297 0.3829350 2.846747e+02 234.278328 1.1209739 2000-2009 –> 2010-2019 0.7536032 0.3706683 6.967231e+02 1124.117753 3 4
Indian (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + nitrate 297 0.3801620 2.803577e+02 238.943633 1.0762230 2000-2009 –> 2010-2019 0.7690877 0.3889257 7.375059e+02 782.109338 1 4
Indian (27.75,27.85] 3 cstar_tref ~ oxygen + aou + nitrate 297 0.3815509 2.805240e+02 238.942345 1.0564059 2000-2009 –> 2010-2019 0.7787886 0.3972377 7.555075e+02 749.691749 2 8
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 297 0.3880613 2.925739e+02 160.434155 1.0985013 2000-2009 –> 2010-2019 0.7801174 0.3920560 7.572415e+02 431.648585 5 9
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + nitrate 297 0.3944809 3.023198e+02 227.591667 1.1158751 2000-2009 –> 2010-2019 0.7887877 0.3943068 7.723570e+02 577.004406 7 12
Indian (27.75,27.85] 3 cstar_tref ~ temp + aou + nitrate 297 0.3925030 2.973340e+02 84.941141 1.0614142 2000-2009 –> 2010-2019 0.7913144 0.3988114 7.760263e+02 143.962043 6 13
Indian (27.75,27.85] 3 cstar_tref ~ temp + oxygen + nitrate 297 0.4001105 3.087369e+02 112.311743 1.0688752 2000-2009 –> 2010-2019 0.8007968 0.4006862 7.918284e+02 185.682516 9 17
Indian (27.75,27.85] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 297 0.3880172 2.925063e+02 242.755112 1.0273859 2000-2009 –> 2010-2019 0.8060337 0.4180166 8.173150e+02 692.446185 4 14
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 297 0.4022930 3.139682e+02 10.741741 1.0602249 2000-2009 –> 2010-2019 0.8146492 0.4123562 8.259886e+02 26.136225 12 21
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 297 0.3958762 3.044172e+02 134.355632 1.0519036 2000-2009 –> 2010-2019 0.8157157 0.4198395 8.333074e+02 351.339893 8 19
Indian (27.85,27.95] 4 cstar_tref ~ sal + oxygen + aou + nitrate 538 0.2177319 -1.015742e+02 811.907204 0.8350916 1982-1999 –> 2000-2009 0.5462896 0.3285577 4.029180e+02 1124.998154 1 2
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 538 0.2188918 -9.585756e+01 582.455853 0.8310420 1982-1999 –> 2000-2009 0.5492158 0.3303240 4.172667e+02 860.933586 2 4
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + oxygen + nitrate 538 0.2194698 -9.302007e+01 659.979396 0.8290545 1982-1999 –> 2000-2009 0.5509180 0.3314483 4.255746e+02 998.006927 3 6
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 538 0.2339495 -2.427366e+01 70.870922 0.8923865 1982-1999 –> 2000-2009 0.5705703 0.3366208 5.192522e+02 104.302293 4 8
Indian (27.85,27.95] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 538 0.2459720 2.964755e+01 651.780379 0.9293139 1982-1999 –> 2000-2009 0.5841229 0.3381508 5.804748e+02 989.849213 8 13
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 538 0.2457754 2.878724e+01 499.127992 0.9245803 1982-1999 –> 2000-2009 0.5841974 0.3384220 5.809049e+02 774.699427 7 13
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 538 0.2456766 2.835432e+01 48.116984 0.9215230 1982-1999 –> 2000-2009 0.5843786 0.3387021 5.818040e+02 70.632278 5 13
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 538 0.2457127 2.851262e+01 55.226335 0.9227428 1982-1999 –> 2000-2009 0.5843800 0.3386673 5.817971e+02 82.823531 6 13
Indian (27.85,27.95] 3 cstar_tref ~ temp + oxygen + nitrate 538 0.2506138 4.776362e+01 69.527722 0.8469778 1982-1999 –> 2000-2009 0.6162373 0.3656235 7.223515e+02 160.648493 9 19
Indian (27.85,27.95] 3 cstar_tref ~ temp + aou + nitrate 538 0.2521098 5.416745e+01 63.644038 0.8526888 1982-1999 –> 2000-2009 0.6205070 0.3683973 7.409231e+02 142.177485 10 21
Indian (27.85,27.95] 4 cstar_tref ~ sal + oxygen + aou + nitrate 353 0.2609493 6.530953e+01 261.570803 0.8310830 2000-2009 –> 2010-2019 0.4786812 0.2177319 -3.626471e+01 1073.478007 7 8
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 353 0.2615706 6.698850e+01 291.323711 0.8284541 2000-2009 –> 2010-2019 0.4804623 0.2188918 -2.886906e+01 873.779563 8 10
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + oxygen + nitrate 353 0.2622697 6.887303e+01 371.400001 0.8275397 2000-2009 –> 2010-2019 0.4817395 0.2194698 -2.414704e+01 1031.379398 9 12
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 353 0.2583464 5.823201e+01 23.424101 0.8932510 2000-2009 –> 2010-2019 0.4922958 0.2339495 3.395836e+01 94.295023 1 5
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 353 0.2583961 5.836791e+01 16.151235 0.8965350 2000-2009 –> 2010-2019 0.5040727 0.2456766 8.672223e+01 64.268219 3 8
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 353 0.2583955 5.836636e+01 27.990661 0.8963941 2000-2009 –> 2010-2019 0.5041083 0.2457127 8.687898e+01 114.810862 2 8
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 353 0.2584114 5.840974e+01 245.595339 0.8907719 2000-2009 –> 2010-2019 0.5041868 0.2457754 8.719698e+01 744.723332 4 11
Indian (27.85,27.95] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 353 0.2585325 5.874047e+01 202.376375 0.8842776 2000-2009 –> 2010-2019 0.5045045 0.2459720 8.838802e+01 746.740875 5 13
Indian (27.85,27.95] 3 cstar_tref ~ temp + oxygen + nitrate 353 0.2653393 7.508803e+01 119.684531 0.8486224 2000-2009 –> 2010-2019 0.5159531 0.2506138 1.228516e+02 189.212253 10 19
Indian (27.85,27.95] 3 cstar_tref ~ temp + aou + nitrate 353 0.2666833 7.865490e+01 102.473810 0.8543168 2000-2009 –> 2010-2019 0.5187930 0.2521098 1.328223e+02 166.117848 11 21
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 762 0.2730687 1.962616e+02 750.169820 1.1672901 1982-1999 –> 2000-2009 0.5662881 0.2932194 6.885229e+02 1105.402480 1 2
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 762 0.2736794 1.996663e+02 749.923497 1.1672445 1982-1999 –> 2000-2009 0.5669271 0.2932477 6.921688e+02 1118.577679 2 4
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 762 0.3026730 3.531266e+02 818.926381 1.0300204 1982-1999 –> 2000-2009 0.6048756 0.3022026 9.208288e+02 1193.198374 5 11
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 762 0.3034476 3.570217e+02 98.086163 1.0299007 1982-1999 –> 2000-2009 0.6055798 0.3021322 9.241417e+02 135.584779 6 10
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 762 0.3035069 3.573195e+02 200.727889 1.0297807 1982-1999 –> 2000-2009 0.6056424 0.3021355 9.244669e+02 279.944510 7 12
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 762 0.3066655 3.730978e+02 200.411451 1.0134658 1982-1999 –> 2000-2009 0.6078141 0.3011486 9.320658e+02 278.775354 8 11
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + phosphate_star 762 0.3099426 3.872974e+02 1.694289 0.9981270 1982-1999 –> 2000-2009 0.6142115 0.3042689 9.700348e+02 3.081867 9 16
Indian (27.95,28.05] 3 cstar_tref ~ temp + oxygen + nitrate 762 0.2788383 2.261263e+02 234.752432 1.2431641 1982-1999 –> 2000-2009 0.6948375 0.4159993 1.590793e+03 494.513735 3 13
Indian (27.95,28.05] 3 cstar_tref ~ temp + aou + nitrate 762 0.2801050 2.330342e+02 246.264267 1.2562978 1982-1999 –> 2000-2009 0.7042671 0.4241621 1.646281e+03 504.909635 4 15
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + nitrate 762 0.3979658 7.682653e+02 1.476181 1.2473543 1982-1999 –> 2000-2009 0.7597083 0.3617425 1.783555e+03 2.827643 13 21
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 461 0.2514289 4.735281e+01 329.632970 0.8131813 2000-2009 –> 2010-2019 0.5244976 0.2730687 2.436145e+02 1079.802790 7 8
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 461 0.2514205 4.732187e+01 375.105669 0.8120229 2000-2009 –> 2010-2019 0.5250999 0.2736794 2.469881e+02 1125.029166 6 8
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 461 0.2460655 2.747226e+01 331.765953 0.7820730 2000-2009 –> 2010-2019 0.5487386 0.3026730 3.805988e+02 1150.692334 3 8
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 461 0.2458262 2.657508e+01 25.655309 0.7804303 2000-2009 –> 2010-2019 0.5492738 0.3034476 3.835968e+02 123.741472 1 7
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 461 0.2459838 2.716604e+01 48.036654 0.7805606 2000-2009 –> 2010-2019 0.5494907 0.3035069 3.844855e+02 248.764543 2 9
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 461 0.2496941 4.096907e+01 43.858184 0.7758591 2000-2009 –> 2010-2019 0.5563596 0.3066655 4.140669e+02 244.269634 5 13
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + phosphate_star 461 0.2845632 1.594919e+02 2.008933 0.8843261 2000-2009 –> 2010-2019 0.5945059 0.3099426 5.467893e+02 3.703223 12 21
Indian (27.95,28.05] 3 cstar_tref ~ temp + oxygen + nitrate 461 0.3312623 2.995944e+02 365.556285 0.7766638 2000-2009 –> 2010-2019 0.6101006 0.2788383 5.257207e+02 600.308717 18 21
Indian (27.95,28.05] 3 cstar_tref ~ temp + aou + nitrate 461 0.3321758 3.021335e+02 324.737105 0.8038638 2000-2009 –> 2010-2019 0.6122808 0.2801050 5.351677e+02 571.001372 19 23
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + nitrate 461 0.2514351 4.537534e+01 1.827215 0.8152736 2000-2009 –> 2010-2019 0.6494009 0.3979658 8.136407e+02 3.303396 8 21
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 484 0.1932199 -2.057882e+02 80.906041 0.7143644 1982-1999 –> 2000-2009 0.4435356 0.2503157 -1.324857e+02 111.740000 4 5
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 484 0.1900221 -2.219429e+02 432.183889 0.6573746 1982-1999 –> 2000-2009 0.4452829 0.2552608 -1.132709e+02 583.848869 1 3
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 484 0.1902870 -2.205940e+02 54.081111 0.6601095 1982-1999 –> 2000-2009 0.4456001 0.2553131 -1.115517e+02 73.109123 2 5
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 484 0.1903360 -2.203450e+02 54.129210 0.6606285 1982-1999 –> 2000-2009 0.4456572 0.2553212 -1.112455e+02 73.167181 3 7
Indian (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate 484 0.2385839 -3.644830e+00 163.258139 0.8009972 1982-1999 –> 2000-2009 0.5254022 0.2868183 3.137733e+02 219.057187 5 11
Indian (28.05,28.1] 3 cstar_tref ~ sal + temp + phosphate_star 484 0.2598376 7.896039e+01 5.408263 0.9663702 1982-1999 –> 2000-2009 0.5392180 0.2793804 3.488738e+02 7.909689 8 13
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 484 0.2443067 2.130031e+01 642.834624 0.8773712 1982-1999 –> 2000-2009 0.5632634 0.3189566 5.327393e+02 887.622285 6 16
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + nitrate 484 0.2447068 2.288433e+01 645.365417 0.8794210 1982-1999 –> 2000-2009 0.5638155 0.3191086 5.351848e+02 890.546728 7 18
Indian (28.05,28.1] 3 cstar_tref ~ sal + oxygen + phosphate 484 0.2808794 1.543372e+02 85.096475 0.9713872 1982-1999 –> 2000-2009 0.5911445 0.3102651 6.138248e+02 117.263380 13 20
Indian (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate_star 484 0.2815766 1.567369e+02 12.005797 0.9632520 1982-1999 –> 2000-2009 0.5942532 0.3126767 6.302229e+02 16.599814 14 22
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 363 0.1798645 -2.033412e+02 90.266451 0.6539942 2000-2009 –> 2010-2019 0.3698865 0.1900221 -4.252841e+02 522.450340 5 6
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 363 0.1798458 -2.034165e+02 28.563539 0.6539924 2000-2009 –> 2010-2019 0.3701328 0.1902870 -4.240106e+02 82.644650 4 6
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 363 0.1798437 -2.034249e+02 32.676524 0.6540225 2000-2009 –> 2010-2019 0.3701797 0.1903360 -4.237699e+02 86.805734 3 6
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 363 0.1783894 -2.093196e+02 30.491691 0.6661450 2000-2009 –> 2010-2019 0.3716093 0.1932199 -4.151078e+02 111.397732 1 5
Indian (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate 363 0.1799064 -2.051720e+02 11.534574 0.6449233 2000-2009 –> 2010-2019 0.4184902 0.2385839 -2.088168e+02 174.792713 6 11
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 363 0.1959439 -1.411777e+02 94.873551 0.6490376 2000-2009 –> 2010-2019 0.4402506 0.2443067 -1.198774e+02 737.708175 21 27
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + nitrate 363 0.1959411 -1.411878e+02 106.593763 0.6489551 2000-2009 –> 2010-2019 0.4406480 0.2447068 -1.183034e+02 751.959180 20 27
Indian (28.05,28.1] 3 cstar_tref ~ sal + temp + phosphate_star 363 0.1833243 -1.915088e+02 6.059722 0.5332906 2000-2009 –> 2010-2019 0.4431619 0.2598376 -1.125484e+02 11.467985 14 22
Indian (28.05,28.1] 3 cstar_tref ~ temp + oxygen + phosphate 363 0.1799241 -2.051004e+02 30.856074 0.6437647 2000-2009 –> 2010-2019 0.4546776 0.2747535 -7.210876e+01 457.014016 7 16
Indian (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate_star 363 0.1799283 -2.050837e+02 4.632334 0.6435761 2000-2009 –> 2010-2019 0.4551520 0.2752237 -7.043666e+01 57.831227 8 18
Indian (28.1,28.2] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 1357 0.1981423 -5.283421e+02 618.780808 0.7747544 1982-1999 –> 2000-2009 0.4128400 0.2146977 -1.116575e+03 1124.700155 2 3
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1357 0.1980872 -5.290964e+02 126.196327 0.7740724 1982-1999 –> 2000-2009 0.4129631 0.2148759 -1.113152e+03 236.788940 1 4
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1357 0.1981439 -5.283205e+02 115.522248 0.7743840 1982-1999 –> 2000-2009 0.4130281 0.2148842 -1.112181e+03 203.890450 3 7
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1357 0.1986060 -5.219977e+02 156.422199 0.7768718 1982-1999 –> 2000-2009 0.4138941 0.2152881 -1.096402e+03 244.889731 5 14
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1357 0.2031509 -4.625915e+02 13.660947 0.7674092 1982-1999 –> 2000-2009 0.4181257 0.2149749 -1.046328e+03 20.153311 13 20
Indian (28.1,28.2] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 1357 0.2058199 -4.271671e+02 588.484655 0.6664483 1982-1999 –> 2000-2009 0.4206243 0.2148045 -1.014897e+03 1063.486506 16 18
Indian (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1357 0.2058273 -4.270687e+02 115.334615 0.6659225 1982-1999 –> 2000-2009 0.4207911 0.2149638 -1.011065e+03 194.732617 17 23
Indian (28.1,28.2] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 1357 0.2058388 -4.269168e+02 124.675713 0.6650987 1982-1999 –> 2000-2009 0.4207975 0.2149587 -1.011032e+03 203.985912 18 23
Indian (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1357 0.2057559 -4.280100e+02 124.898808 0.6720629 1982-1999 –> 2000-2009 0.4210873 0.2153313 -1.003404e+03 204.235233 15 25
Indian (28.1,28.2] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 1357 0.1988427 -5.207655e+02 104.281276 0.7834620 1982-1999 –> 2000-2009 0.4210892 0.2222465 -9.369754e+02 176.232014 6 17
Indian (28.1,28.2] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1042 0.1935511 -4.513055e+02 566.747164 0.6223369 2000-2009 –> 2010-2019 0.3916934 0.1981423 -9.796476e+02 1185.527972 1 3
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1042 0.1936362 -4.503898e+02 77.387766 0.6230806 2000-2009 –> 2010-2019 0.3917234 0.1980872 -9.794862e+02 233.644775 3 4
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1042 0.1936342 -4.504110e+02 85.373318 0.6230771 2000-2009 –> 2010-2019 0.3917781 0.1981439 -9.787316e+02 200.895566 2 5
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1042 0.1938292 -4.483130e+02 61.115566 0.6243148 2000-2009 –> 2010-2019 0.3924353 0.1986060 -9.703108e+02 217.537766 5 10
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1042 0.1936500 -4.522404e+02 17.114481 0.6229534 2000-2009 –> 2010-2019 0.3968009 0.2031509 -9.148319e+02 30.775428 4 17
Indian (28.1,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1042 0.1987375 -3.981981e+02 52.488797 0.6511827 2000-2009 –> 2010-2019 0.3975802 0.1988427 -9.189636e+02 156.770073 11 17
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1042 0.2001659 -3.832727e+02 84.668540 0.6614312 2000-2009 –> 2010-2019 0.3983099 0.1981440 -9.135911e+02 199.579265 15 19
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1042 0.2001246 -3.837023e+02 19.606590 0.6387581 2000-2009 –> 2010-2019 0.3996509 0.1995262 -8.951544e+02 29.958605 13 20
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 1042 0.2000868 -3.840965e+02 333.890294 0.6383495 2000-2009 –> 2010-2019 0.3997073 0.1996205 -8.942665e+02 1013.659159 12 20
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1042 0.2001651 -3.832811e+02 19.588113 0.6390535 2000-2009 –> 2010-2019 0.3997938 0.1996287 -8.933394e+02 29.939005 14 23
Indian (28.2,28.3] 3 cstar_tref ~ sal + aou + phosphate_star 96 0.0188462 -4.800812e+02 16.227857 0.0713955 1982-1999 –> 2000-2009 0.0211765 0.0023303 -6.836507e+02 166.972104 1 2
Indian (28.2,28.3] 3 cstar_tref ~ sal + temp + phosphate_star 96 0.0307413 -3.861363e+02 17.494481 0.0858784 1982-1999 –> 2000-2009 0.0330799 0.0023386 -5.895432e+02 55.787817 2 4
Indian (28.2,28.3] 2 cstar_tref ~ sal + phosphate_star 96 0.0339883 -3.688577e+02 15.738314 0.0911968 1982-1999 –> 2000-2009 0.0363299 0.0023416 -5.742046e+02 51.668325 3 6
Indian (28.2,28.3] 3 cstar_tref ~ temp + aou + nitrate 96 0.0818651 -1.980788e+02 2.419078 0.2533122 1982-1999 –> 2000-2009 0.0859911 0.0041260 -3.753682e+02 5.128802 4 18
Indian (28.2,28.3] 3 cstar_tref ~ oxygen + aou + nitrate 96 0.0825086 -1.965755e+02 7.868581 0.2552089 1982-1999 –> 2000-2009 0.0866271 0.0041184 -3.739493e+02 34.067715 5 18
Indian (28.2,28.3] 3 cstar_tref ~ temp + oxygen + nitrate 96 0.0826888 -1.961567e+02 2.404940 0.2563249 1982-1999 –> 2000-2009 0.0868067 0.0041179 -3.735368e+02 6.045313 6 18
Indian (28.2,28.3] 2 cstar_tref ~ oxygen + nitrate 96 0.0857330 -1.912151e+02 1.058223 0.2770466 1982-1999 –> 2000-2009 0.0902877 0.0045546 -3.659579e+02 3.540106 7 24
Indian (28.2,28.3] 3 cstar_tref ~ aou + nitrate + phosphate_star 96 0.0893030 -1.813821e+02 17.999469 0.2779576 1982-1999 –> 2000-2009 0.0929373 0.0036343 -3.645084e+02 126.202195 8 18
Indian (28.2,28.3] 3 cstar_tref ~ temp + nitrate + phosphate_star 96 0.0920696 -1.755241e+02 2.967721 0.2963840 1982-1999 –> 2000-2009 0.0956790 0.0036094 -3.589669e+02 17.381467 9 18
Indian (28.2,28.3] 3 cstar_tref ~ temp + aou + phosphate 96 0.0925859 -1.744505e+02 2.458376 0.2931753 1982-1999 –> 2000-2009 0.0958863 0.0033004 -3.620103e+02 5.244387 10 17
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 99 1.4417826 3.653941e+02 41.977589 4.7158902 1982-1999 –> 2000-2009 1.5749453 0.1331627 3.630602e+02 826.041681 2 4
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 99 1.4425710 3.655024e+02 47.535926 4.7193061 1982-1999 –> 2000-2009 1.5756034 0.1330324 3.631450e+02 943.557959 3 4
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 99 1.4402205 3.651795e+02 49.261347 4.7130485 1982-1999 –> 2000-2009 1.5769685 0.1367481 3.634832e+02 971.646312 1 4
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + aou + phosphate 99 1.4769803 3.681698e+02 25.470395 5.3576636 1982-1999 –> 2000-2009 1.6677101 0.1907299 3.724588e+02 70.946376 4 16
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + aou + nitrate 99 1.4876975 3.696013e+02 25.295091 4.9176746 1982-1999 –> 2000-2009 1.6831874 0.1954899 3.744819e+02 75.434482 5 19
N_Atlantic (26,26.5] 3 cstar_tref ~ temp + aou + phosphate_star 99 1.5727106 3.806044e+02 5.442843 5.0409338 1982-1999 –> 2000-2009 1.7184270 0.1457163 3.784326e+02 470.823064 10 16
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + aou + phosphate_star 99 1.5326393 3.754941e+02 1.877702 5.9904982 1982-1999 –> 2000-2009 1.7196846 0.1870453 3.793149e+02 12.884902 6 17
N_Atlantic (26,26.5] 3 cstar_tref ~ temp + phosphate + phosphate_star 99 1.5784006 3.813194e+02 8.855278 5.0549579 1982-1999 –> 2000-2009 1.7229619 0.1445613 3.789567e+02 571.281527 11 15
N_Atlantic (26,26.5] 3 cstar_tref ~ temp + oxygen + nitrate 99 1.5842755 3.820550e+02 44.782075 5.5065653 1982-1999 –> 2000-2009 1.7339427 0.1496672 3.805254e+02 974.608438 12 19
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + oxygen + phosphate 99 1.5403985 3.764940e+02 16.190478 6.0582112 1982-1999 –> 2000-2009 1.7343604 0.1939619 3.811863e+02 38.646532 8 21
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 33 1.5396154 1.341311e+02 127.471784 6.5910680 2000-2009 –> 2010-2019 2.9798359 1.4402205 4.993106e+02 176.733132 7 9
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 33 1.5438319 1.343116e+02 367.712326 6.6723728 2000-2009 –> 2010-2019 2.9823055 1.4384736 4.992508e+02 530.211993 9 10
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 33 1.5441904 1.343269e+02 93.108009 6.6535298 2000-2009 –> 2010-2019 2.9859730 1.4417826 4.997211e+02 135.085598 13 16
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 33 1.5438822 1.343138e+02 103.435215 6.6508973 2000-2009 –> 2010-2019 2.9864533 1.4425710 4.998161e+02 150.971141 10 14
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 33 1.5329922 1.338466e+02 279.476063 6.7425552 2000-2009 –> 2010-2019 3.0033354 1.4703432 5.031246e+02 419.642240 4 9
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 33 1.5344966 1.339113e+02 274.142243 6.7363351 2000-2009 –> 2010-2019 3.0079126 1.4734159 5.036027e+02 428.489983 5 11
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + aou + nitrate 33 1.5440430 1.323206e+02 42.627046 6.8389370 2000-2009 –> 2010-2019 3.0317406 1.4876975 5.019219e+02 67.922136 12 20
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + aou + phosphate 33 1.5743167 1.336022e+02 54.326910 7.0357538 2000-2009 –> 2010-2019 3.0512970 1.4769803 5.017719e+02 79.797305 23 30
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + oxygen + nitrate 33 1.5388103 1.320966e+02 24.105447 6.8014292 2000-2009 –> 2010-2019 3.0787992 1.5399888 5.085379e+02 40.300176 6 16
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + aou + phosphate_star 33 1.5627413 1.331151e+02 7.122499 6.9594495 2000-2009 –> 2010-2019 3.0953806 1.5326393 5.086092e+02 9.000201 19 28
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 186 2.0338123 8.039324e+02 48.579244 6.5600688 1982-1999 –> 2000-2009 3.2116756 1.1778633 1.037502e+03 86.716919 1 2
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 186 2.0390409 8.048875e+02 49.654116 6.6345286 1982-1999 –> 2000-2009 3.2231192 1.1840783 1.039194e+03 91.936735 2 4
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 186 2.0730311 8.110375e+02 56.875808 5.8368981 1982-1999 –> 2000-2009 3.2933825 1.2203515 1.049568e+03 93.778718 3 6
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 186 2.0773077 8.118042e+02 32.255386 5.8631473 1982-1999 –> 2000-2009 3.3077943 1.2304866 1.051493e+03 74.356252 4 8
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 186 2.0780005 8.119282e+02 34.004133 5.8746322 1982-1999 –> 2000-2009 3.3097616 1.2317611 1.051762e+03 77.596548 5 10
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 186 2.0906252 8.141814e+02 34.602698 5.8596311 1982-1999 –> 2000-2009 3.3301700 1.2395448 1.054897e+03 78.548816 9 15
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + phosphate + phosphate_star 186 2.0807917 8.104276e+02 10.744370 5.9937006 1982-1999 –> 2000-2009 3.3673486 1.2865569 1.054355e+03 14.702911 7 15
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + aou + phosphate_star 186 2.0806267 8.103981e+02 6.013509 5.9939790 1982-1999 –> 2000-2009 3.3684279 1.2878013 1.054461e+03 8.774693 6 15
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + nitrate + phosphate_star 186 2.0911333 8.122718e+02 11.657840 5.8533560 1982-1999 –> 2000-2009 3.3744202 1.2832869 1.055843e+03 15.801459 10 17
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + aou + phosphate 186 2.0814357 8.105427e+02 49.377677 5.9990812 1982-1999 –> 2000-2009 3.3854753 1.3040396 1.056359e+03 78.403473 8 18
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 56 2.3033384 2.643694e+02 45.567171 4.8473240 2000-2009 –> 2010-2019 4.3371508 2.0338123 1.068302e+03 94.146414 1 2
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 56 2.3309149 2.657023e+02 47.561030 5.0671504 2000-2009 –> 2010-2019 4.3699558 2.0390409 1.070590e+03 97.215146 2 4
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 56 2.5335133 2.750371e+02 53.555831 5.3763921 2000-2009 –> 2010-2019 4.6065444 2.0730311 1.086075e+03 110.431639 3 6
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 56 2.5580445 2.761163e+02 44.322437 5.5883525 2000-2009 –> 2010-2019 4.6353521 2.0773077 1.087921e+03 76.577823 4 8
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 56 2.5612780 2.762578e+02 45.478741 5.6180027 2000-2009 –> 2010-2019 4.6392785 2.0780005 1.088186e+03 79.482875 5 10
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 56 2.6006897 2.779681e+02 45.932147 5.7372861 2000-2009 –> 2010-2019 4.6913150 2.0906252 1.092150e+03 80.534845 6 15
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + phosphate + phosphate_star 56 2.9932661 2.917140e+02 8.633474 8.2250732 2000-2009 –> 2010-2019 5.0740578 2.0807917 1.102142e+03 19.377844 8 15
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + aou + phosphate_star 56 2.9974736 2.918713e+02 4.819267 8.2282528 2000-2009 –> 2010-2019 5.0781003 2.0806267 1.102269e+03 10.832776 9 15
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + nitrate + phosphate_star 56 2.9924033 2.916817e+02 9.488084 8.1800364 2000-2009 –> 2010-2019 5.0835365 2.0911333 1.103954e+03 21.145924 7 17
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + aou + phosphate 56 3.0301501 2.930857e+02 48.822322 8.2142106 2000-2009 –> 2010-2019 5.1115858 2.0814357 1.103628e+03 98.200000 10 18
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + phosphate 464 1.9627401 1.954564e+03 53.298275 7.7176271 1982-1999 –> 2000-2009 4.2356470 2.2729069 3.274723e+03 70.629953 1 5
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 464 1.9632805 1.954819e+03 12.521706 7.7230238 1982-1999 –> 2000-2009 4.2359524 2.2726719 3.274918e+03 24.153880 2 5
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 464 1.9635682 1.954955e+03 13.265290 7.7161450 1982-1999 –> 2000-2009 4.2368809 2.2733127 3.275218e+03 25.183305 3 8
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 464 1.9847881 1.964930e+03 53.549139 7.7511707 1982-1999 –> 2000-2009 4.2502726 2.2654845 3.283179e+03 70.250391 4 6
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 464 2.0452324 1.992770e+03 761.973288 7.7192606 1982-1999 –> 2000-2009 4.3009955 2.2557631 3.308507e+03 1208.947108 9 10
N_Atlantic (26.75,27] 3 cstar_tref ~ sal + temp + phosphate_star 464 1.9993808 1.969728e+03 12.354838 8.4006852 1982-1999 –> 2000-2009 4.3089859 2.3096050 3.297241e+03 22.347783 5 13
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 464 2.0618459 2.000277e+03 38.279057 8.1275446 1982-1999 –> 2000-2009 4.3787198 2.3168739 3.331625e+03 52.599513 10 19
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 464 2.0841837 2.010277e+03 38.394266 8.1634464 1982-1999 –> 2000-2009 4.3936857 2.3095020 3.339764e+03 52.187669 12 19
N_Atlantic (26.75,27] 3 cstar_tref ~ temp + nitrate + phosphate_star 464 2.0242573 1.981203e+03 12.301614 7.5237090 1982-1999 –> 2000-2009 4.4048219 2.3805646 3.326389e+03 15.841666 6 16
N_Atlantic (26.75,27] 3 cstar_tref ~ temp + oxygen + phosphate_star 464 2.0254585 1.981754e+03 6.397871 7.5512795 1982-1999 –> 2000-2009 4.4100668 2.3846082 3.327930e+03 8.579328 7 18
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 199 2.2916805 9.067931e+02 12.554226 8.6032607 2000-2009 –> 2010-2019 4.2544206 1.9627401 2.861357e+03 24.925884 5 6
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 199 2.2914020 9.067448e+02 12.010194 8.6066154 2000-2009 –> 2010-2019 4.2546826 1.9632805 2.861564e+03 24.531900 4 6
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 199 2.2944995 9.072824e+02 12.964877 8.5939314 2000-2009 –> 2010-2019 4.2580677 1.9635682 2.862238e+03 26.230167 6 9
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 199 2.2773392 9.042946e+02 33.983582 8.6767488 2000-2009 –> 2010-2019 4.2621273 1.9847881 2.869225e+03 87.532721 3 7
N_Atlantic (26.75,27] 3 cstar_tref ~ sal + temp + phosphate_star 199 2.3084620 9.076970e+02 11.337456 8.3365884 2000-2009 –> 2010-2019 4.3078428 1.9993808 2.877425e+03 23.692294 8 13
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + phosphate 199 2.2680780 9.026728e+02 466.228612 8.8347876 2000-2009 –> 2010-2019 4.3133104 2.0452324 2.895442e+03 1221.167715 1 10
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 199 2.3143258 9.107067e+02 27.410888 7.8267465 2000-2009 –> 2010-2019 4.3761717 2.0618459 2.910984e+03 65.689944 9 19
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 199 2.2972240 9.077547e+02 24.646803 7.8843987 2000-2009 –> 2010-2019 4.3814077 2.0841837 2.918032e+03 63.041069 7 19
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + nitrate 199 2.2732841 9.035853e+02 416.150132 7.9982870 2000-2009 –> 2010-2019 4.4062228 2.1329387 2.935321e+03 1100.728348 2 15
N_Atlantic (26.75,27] 3 cstar_tref ~ temp + nitrate + phosphate_star 199 2.5479903 9.469889e+02 9.228973 11.0103195 2000-2009 –> 2010-2019 4.5722476 2.0242573 2.928192e+03 21.530587 10 16
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 562 1.8214929 2.282901e+03 508.042218 9.9253865 1982-1999 –> 2000-2009 3.5990946 1.7776016 5.403870e+03 1010.779540 1 3
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 562 1.8219847 2.283204e+03 515.397367 9.8959934 1982-1999 –> 2000-2009 3.6016312 1.7796465 5.405965e+03 1017.122153 2 5
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 562 1.8285708 2.285260e+03 273.785115 10.2938783 1982-1999 –> 2000-2009 3.6049072 1.7763364 5.403120e+03 735.921083 7 8
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 562 1.8280375 2.284932e+03 455.181994 9.9245111 1982-1999 –> 2000-2009 3.6090665 1.7810289 5.406902e+03 788.329433 5 10
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 562 1.8276003 2.284663e+03 488.375151 9.9122936 1982-1999 –> 2000-2009 3.6093915 1.7817913 5.407300e+03 843.389503 4 11
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 562 1.8281691 2.285013e+03 28.111234 10.1132640 1982-1999 –> 2000-2009 3.6101223 1.7819532 5.407791e+03 52.955885 6 14
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 562 1.8300545 2.286172e+03 911.828787 9.9569365 1982-1999 –> 2000-2009 3.6101522 1.7800977 5.407327e+03 1470.738292 10 14
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 562 1.8288746 2.285447e+03 5.975063 10.0412372 1982-1999 –> 2000-2009 3.6143610 1.7854864 5.411311e+03 10.387893 8 19
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 562 1.8297545 2.285987e+03 5.911272 9.9849901 1982-1999 –> 2000-2009 3.6162605 1.7865060 5.412741e+03 10.288783 9 22
N_Atlantic (27,27.25] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 562 1.8357757 2.289680e+03 845.737065 10.0224335 1982-1999 –> 2000-2009 3.6171287 1.7813530 5.411934e+03 1380.763320 12 18
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 303 2.8203861 1.502222e+03 793.835914 11.0392816 2000-2009 –> 2010-2019 4.6401316 1.8197455 3.784044e+03 1773.946762 1 2
N_Atlantic (27,27.25] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 303 2.8204013 1.500226e+03 718.006120 11.0436815 2000-2009 –> 2010-2019 4.6561770 1.8357757 3.789905e+03 1563.743185 2 15
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 303 2.8293323 1.502141e+03 269.293070 11.0817096 2000-2009 –> 2010-2019 4.6579032 1.8285708 3.787401e+03 511.986711 3 11
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 303 2.8337213 1.503081e+03 686.300459 11.0968537 2000-2009 –> 2010-2019 4.6637758 1.8300545 3.789252e+03 1598.129246 5 16
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 303 2.8369300 1.503767e+03 29.526013 11.1425457 2000-2009 –> 2010-2019 4.6650992 1.8281691 3.788780e+03 57.637247 6 13
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 303 2.8451610 1.507522e+03 349.328126 11.1804372 2000-2009 –> 2010-2019 4.6666539 1.8214929 3.790423e+03 857.370344 8 10
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 303 2.8506674 1.508694e+03 321.007939 11.1966855 2000-2009 –> 2010-2019 4.6726521 1.8219847 3.791898e+03 836.405306 12 15
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 303 2.8470491 1.505924e+03 323.828829 11.1385856 2000-2009 –> 2010-2019 4.6750867 1.8280375 3.790856e+03 779.010822 10 16
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + phosphate 303 2.8467222 1.505855e+03 31.034646 11.1884884 2000-2009 –> 2010-2019 4.6755969 1.8288746 3.791301e+03 62.307367 9 18
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 303 2.8510025 1.506765e+03 9.794700 11.1989727 2000-2009 –> 2010-2019 4.6807570 1.8297545 3.792752e+03 15.705972 13 23
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 954 1.6064499 3.625778e+03 611.152455 14.2296996 1982-1999 –> 2000-2009 2.7807112 1.1742613 6.075487e+03 1451.107832 2 3
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 954 1.6021723 3.620690e+03 387.737761 14.5418879 1982-1999 –> 2000-2009 2.7988960 1.1967237 6.099618e+03 1286.681438 1 6
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 954 1.6134896 3.634121e+03 604.097418 14.3070379 1982-1999 –> 2000-2009 2.8022853 1.1887957 6.102799e+03 1440.245522 6 10
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 954 1.6087847 3.628549e+03 411.133607 14.3553220 1982-1999 –> 2000-2009 2.8064933 1.1977086 6.108745e+03 1343.149223 4 10
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 954 1.6081336 3.625776e+03 86.951471 13.8767481 1982-1999 –> 2000-2009 2.8127340 1.2046004 6.112820e+03 135.087929 3 14
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 954 1.6322457 3.654172e+03 8.851218 12.9288666 1982-1999 –> 2000-2009 2.8301213 1.1978756 6.132583e+03 41.398590 7 15
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + nitrate 954 1.6442036 3.668099e+03 245.500883 12.4554753 1982-1999 –> 2000-2009 2.8321141 1.1879104 6.133629e+03 384.608061 8 11
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 954 1.6554413 3.681096e+03 12.263350 12.4322698 1982-1999 –> 2000-2009 2.8531949 1.1977536 6.159349e+03 33.537176 12 19
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 954 1.6528690 3.678129e+03 15.878544 12.4328946 1982-1999 –> 2000-2009 2.8564804 1.2036114 6.163905e+03 43.490730 10 20
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 954 1.6106518 3.628762e+03 283.894766 14.6107270 1982-1999 –> 2000-2009 2.8677418 1.2570900 6.181574e+03 447.535341 5 21
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 476 2.3501196 2.178281e+03 163.066677 13.8042812 2000-2009 –> 2010-2019 3.9522919 1.6021723 5.798972e+03 550.804438 1 2
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 476 2.3502060 2.176316e+03 162.796739 13.7050400 2000-2009 –> 2010-2019 4.0898026 1.7395965 5.952021e+03 472.672197 2 23
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 476 2.5043910 2.238809e+03 185.256230 18.3204332 2000-2009 –> 2010-2019 4.1131757 1.6087847 5.867358e+03 596.389836 3 7
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 476 2.5097146 2.240830e+03 361.178825 18.7109015 2000-2009 –> 2010-2019 4.1232043 1.6134896 5.874951e+03 965.276244 4 10
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 476 2.5715241 2.263992e+03 436.508139 20.2784180 2000-2009 –> 2010-2019 4.1779740 1.6064499 5.889770e+03 1047.660594 11 13
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 476 2.5775034 2.264203e+03 85.037616 20.3546287 2000-2009 –> 2010-2019 4.1881552 1.6106518 5.892965e+03 368.932382 13 18
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 476 2.5097965 2.238861e+03 81.711694 18.7429187 2000-2009 –> 2010-2019 4.2216711 1.7118747 5.983916e+03 286.922229 5 21
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 476 2.5883222 2.268191e+03 229.438038 20.3842072 2000-2009 –> 2010-2019 4.2352366 1.6469145 5.939433e+03 744.776252 15 24
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 476 2.5103605 2.239075e+03 175.734591 19.3110143 2000-2009 –> 2010-2019 4.2476729 1.7373124 6.012274e+03 475.442342 6 25
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 476 2.5181010 2.242006e+03 354.041698 19.9660216 2000-2009 –> 2010-2019 4.2649417 1.7468407 6.025640e+03 816.439980 7 30
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1217 2.3395167 5.536461e+03 256.320586 28.0182022 1982-1999 –> 2000-2009 3.9277483 1.5882317 8.993715e+03 890.459251 1 2
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1217 2.3406872 5.537678e+03 654.881313 28.1390027 1982-1999 –> 2000-2009 3.9363227 1.5956355 9.003444e+03 1521.069428 2 4
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1217 2.3631995 5.560976e+03 193.455074 28.5565126 1982-1999 –> 2000-2009 3.9630309 1.5998314 9.031548e+03 548.161759 4 9
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1217 2.3818639 5.578124e+03 148.747792 28.1704694 1982-1999 –> 2000-2009 3.9844851 1.6026213 9.049884e+03 313.306540 5 11
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1217 2.3408768 5.535876e+03 183.015454 28.1295698 1982-1999 –> 2000-2009 3.9887781 1.6479014 9.058623e+03 706.381013 3 37
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1217 2.3960902 5.592619e+03 49.974909 25.9677485 1982-1999 –> 2000-2009 3.9921396 1.5960494 9.056859e+03 135.231760 7 10
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1217 2.3917726 5.588229e+03 21.235277 25.2769833 1982-1999 –> 2000-2009 3.9947827 1.6030102 9.060433e+03 84.873618 6 14
N_Atlantic (27.5,27.75] 3 cstar_tref ~ sal + nitrate + phosphate_star 1217 2.3962675 5.590799e+03 11.233879 25.7257895 1982-1999 –> 2000-2009 4.0174580 1.6211905 9.081641e+03 48.174170 8 24
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 1217 2.4524796 5.649237e+03 14.861797 22.8005813 1982-1999 –> 2000-2009 4.0489063 1.5964268 9.113909e+03 43.943523 10 14
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1217 2.4597487 5.656440e+03 21.811789 23.4203413 1982-1999 –> 2000-2009 4.0646854 1.6049367 9.130842e+03 53.313936 11 22
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 735 3.2376315 3.826857e+03 354.754384 15.7686798 2000-2009 –> 2010-2019 5.5783187 2.3406872 9.364536e+03 631.727898 1 3
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 735 3.2558500 3.835106e+03 354.474959 15.8238365 2000-2009 –> 2010-2019 5.5953667 2.3395167 9.371567e+03 610.795545 2 3
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 735 3.2622183 3.835979e+03 323.252942 15.7891580 2000-2009 –> 2010-2019 5.6030951 2.3408768 9.371854e+03 506.268396 3 6
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 735 3.2971669 3.853643e+03 474.635302 14.8459252 2000-2009 –> 2010-2019 5.6757420 2.3785751 9.430404e+03 659.063079 7 12
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 735 3.2985544 3.852262e+03 63.142492 14.6251593 2000-2009 –> 2010-2019 5.6946446 2.3960902 9.444880e+03 113.117401 9 17
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 735 3.3448364 3.874744e+03 186.782764 15.7892026 2000-2009 –> 2010-2019 5.7080359 2.3631995 9.435720e+03 380.237838 28 32
N_Atlantic (27.5,27.75] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 735 3.2645930 3.837048e+03 518.294459 15.2979205 2000-2009 –> 2010-2019 5.7339760 2.4693830 9.503004e+03 840.271289 4 22
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 735 3.2982196 3.852112e+03 16.272013 14.6221003 2000-2009 –> 2010-2019 5.7506991 2.4524796 9.501349e+03 31.133811 8 19
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 735 3.2901367 3.848505e+03 127.437377 14.4726151 2000-2009 –> 2010-2019 5.7530313 2.4628946 9.508057e+03 249.703502 5 18
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 735 3.3620610 3.880294e+03 21.439329 16.6148722 2000-2009 –> 2010-2019 5.7538336 2.3917726 9.468523e+03 42.674606 30 37
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 874 2.7200811 4.243461e+03 225.602110 12.6640599 1982-1999 –> 2000-2009 4.4243593 1.7042782 6.537491e+03 413.718111 1 3
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 874 2.7264123 4.247525e+03 102.659472 12.6586852 1982-1999 –> 2000-2009 4.4256704 1.6992582 6.538109e+03 238.858166 3 4
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate 874 2.7349363 4.250982e+03 102.446035 12.5121315 1982-1999 –> 2000-2009 4.4469453 1.7120089 6.548297e+03 235.537714 5 8
N_Atlantic (27.75,27.85] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 874 2.7200853 4.241464e+03 102.815259 12.6773105 1982-1999 –> 2000-2009 4.4650484 1.7449631 6.561049e+03 216.505449 2 9
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 874 2.7518179 4.263738e+03 74.042817 12.8737514 1982-1999 –> 2000-2009 4.4685865 1.7167686 6.566297e+03 166.274281 6 10
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 874 2.7558849 4.266320e+03 109.303235 12.6000193 1982-1999 –> 2000-2009 4.4772227 1.7213378 6.571983e+03 387.118219 8 13
N_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 874 2.7275335 4.246244e+03 100.827232 12.8925029 1982-1999 –> 2000-2009 4.4784108 1.7508774 6.569781e+03 210.775286 4 13
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 874 2.7590053 4.266298e+03 30.441989 12.0300736 1982-1999 –> 2000-2009 4.4841153 1.7251100 6.572518e+03 69.854741 10 16
N_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 874 2.7544315 4.263397e+03 74.002006 13.2353222 1982-1999 –> 2000-2009 4.5282265 1.7737951 6.602123e+03 155.443544 7 21
N_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 874 2.7586555 4.266076e+03 105.548377 12.9476534 1982-1999 –> 2000-2009 4.5314226 1.7727671 6.604125e+03 313.887939 9 22
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 733 2.9864272 3.698082e+03 239.348609 10.2496728 2000-2009 –> 2010-2019 5.7065083 2.7200811 7.941543e+03 464.950719 1 2
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 733 3.0204988 3.714712e+03 75.619958 10.3267819 2000-2009 –> 2010-2019 5.7469110 2.7264123 7.962238e+03 178.279430 2 5
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate 733 3.0648592 3.734086e+03 68.558562 10.1608185 2000-2009 –> 2010-2019 5.7997956 2.7349363 7.985068e+03 171.004597 4 9
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 733 3.0596770 3.733605e+03 72.607019 10.5301401 2000-2009 –> 2010-2019 5.8114949 2.7518179 7.997344e+03 172.791316 3 9
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 733 3.0886398 3.747417e+03 70.834183 9.9676163 2000-2009 –> 2010-2019 5.8445248 2.7558849 8.013737e+03 180.137418 5 13
N_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 733 3.1470663 3.772890e+03 61.543896 9.9696654 2000-2009 –> 2010-2019 5.8745998 2.7275335 8.019134e+03 162.371128 7 11
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 733 3.1302752 3.765047e+03 29.801181 9.3250451 2000-2009 –> 2010-2019 5.8892806 2.7590053 8.031345e+03 60.243169 6 16
N_Atlantic (27.75,27.85] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 733 3.1695282 3.783316e+03 138.474433 9.9665497 2000-2009 –> 2010-2019 5.8896135 2.7200853 8.024780e+03 510.550702 8 10
N_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 733 3.1895048 3.792527e+03 59.009724 10.0063203 2000-2009 –> 2010-2019 5.9439363 2.7544315 8.055924e+03 157.217904 9 16
N_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 733 3.2024151 3.798449e+03 58.202344 10.0959180 2000-2009 –> 2010-2019 5.9610706 2.7586555 8.064525e+03 163.750721 10 19
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3292 1.4035358 1.158823e+04 22.704158 12.3074174 1982-1999 –> 2000-2009 2.4585572 1.0550215 1.682077e+04 40.235973 1 2
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3292 1.4062861 1.160112e+04 21.732666 12.3394499 1982-1999 –> 2000-2009 2.4638433 1.0575572 1.684217e+04 36.778180 2 4
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 3292 1.4164890 1.164872e+04 115.721594 12.5724927 1982-1999 –> 2000-2009 2.4813805 1.0648915 1.691426e+04 274.418504 3 7
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3292 1.4324837 1.172265e+04 43.272738 12.8382125 1982-1999 –> 2000-2009 2.4973934 1.0649097 1.698825e+04 84.219646 4 9
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 3292 1.4406239 1.175795e+04 57.837013 10.8195636 1982-1999 –> 2000-2009 2.5053416 1.0647177 1.702091e+04 111.830544 5 8
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 3292 1.4428351 1.176805e+04 16.485291 10.8578404 1982-1999 –> 2000-2009 2.5100484 1.0672133 1.703931e+04 27.647224 6 13
N_Atlantic (27.85,27.95] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 3292 1.4556838 1.182642e+04 66.424102 11.1127569 1982-1999 –> 2000-2009 2.5313997 1.0757159 1.712581e+04 156.878316 7 16
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 3292 1.4684213 1.188378e+04 33.455259 11.4076500 1982-1999 –> 2000-2009 2.5435522 1.0751309 1.718124e+04 63.366452 8 16
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 3292 1.6771216 1.275874e+04 42.747504 12.1797634 1982-1999 –> 2000-2009 2.7420404 1.0649189 1.802237e+04 83.606001 14 20
N_Atlantic (27.85,27.95] 3 cstar_tref ~ aou + nitrate + phosphate_star 3292 1.6781664 1.276084e+04 30.334360 11.9172014 1982-1999 –> 2000-2009 2.7550018 1.0768354 1.806191e+04 59.368301 15 25
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2734 2.3237710 1.238333e+04 27.185929 25.2455552 2000-2009 –> 2010-2019 3.7273068 1.4035358 2.397156e+04 49.890088 3 4
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2734 2.3237324 1.238324e+04 26.520391 25.0909762 2000-2009 –> 2010-2019 3.7300185 1.4062861 2.398436e+04 48.253057 2 4
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2734 2.3172639 1.236799e+04 80.526573 24.8195735 2000-2009 –> 2010-2019 3.7337529 1.4164890 2.401671e+04 179.130990 1 4
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2734 2.3238382 1.238148e+04 24.057595 25.1795043 2000-2009 –> 2010-2019 3.7983999 1.4745616 2.429274e+04 44.612216 4 13
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2734 2.3246679 1.238344e+04 23.716169 25.1634444 2000-2009 –> 2010-2019 3.8534141 1.5287462 2.453229e+04 41.652366 6 17
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 2734 2.3239758 1.238181e+04 23.198929 25.3010867 2000-2009 –> 2010-2019 3.8626535 1.5386777 2.457330e+04 39.080462 5 17
N_Atlantic (27.85,27.95] 3 cstar_tref ~ sal + nitrate + phosphate 2734 2.3247393 1.238160e+04 23.002486 25.0890128 2000-2009 –> 2010-2019 3.8635531 1.5388138 2.457168e+04 38.364298 7 20
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2734 2.4311367 1.263030e+04 52.830034 26.1625561 2000-2009 –> 2010-2019 3.8636204 1.4324837 2.435295e+04 96.102772 8 12
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 2734 2.6999468 1.320175e+04 27.007732 59.0105764 2000-2009 –> 2010-2019 4.1405707 1.4406239 2.495970e+04 43.612625 9 14
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2734 2.7078461 1.321772e+04 26.520100 59.9689638 2000-2009 –> 2010-2019 4.1506811 1.4428351 2.498577e+04 43.005390 10 16
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2088 1.2146160 6.751419e+03 232.744397 7.4939201 1982-1999 –> 2000-2009 1.9239590 0.7093429 1.060718e+04 360.842901 1 2
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2088 1.2147640 6.751927e+03 231.842999 7.5098814 1982-1999 –> 2000-2009 1.9248084 0.7100444 1.061122e+04 359.515531 2 4
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2088 1.2148900 6.752361e+03 229.320430 7.5238419 1982-1999 –> 2000-2009 1.9258576 0.7109676 1.061630e+04 380.010748 3 6
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 2088 1.2150248 6.752824e+03 280.470030 7.5388613 1982-1999 –> 2000-2009 1.9267161 0.7116913 1.062040e+04 587.538677 4 8
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2088 1.2521385 6.876473e+03 205.712152 8.7350058 1982-1999 –> 2000-2009 2.0265119 0.7743733 1.104356e+04 349.819097 8 13
N_Atlantic (27.95,28.05] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 2088 1.3007069 7.035391e+03 91.173502 6.5086353 1982-1999 –> 2000-2009 2.1168656 0.8161587 1.139020e+04 341.830681 12 18
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2088 1.3016794 7.038512e+03 90.779655 6.5348174 1982-1999 –> 2000-2009 2.1199522 0.8182728 1.140256e+04 225.593610 13 20
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2088 1.3029359 7.042541e+03 92.017019 6.5550403 1982-1999 –> 2000-2009 2.1240008 0.8210649 1.141876e+04 194.495171 14 22
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 2088 1.3036176 7.044725e+03 93.571847 6.5668127 1982-1999 –> 2000-2009 2.1261730 0.8225554 1.142742e+04 249.996370 15 24
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 2088 1.2441395 6.849710e+03 18.506549 8.2042472 1982-1999 –> 2000-2009 2.1276637 0.8835242 1.148781e+04 54.857154 7 18
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 1573 2.0023443 6.662307e+03 135.169864 7.3158021 2000-2009 –> 2010-2019 3.2173691 1.2150248 1.341513e+04 415.639893 1 5
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1573 2.0081716 6.671449e+03 103.784336 7.4697989 2000-2009 –> 2010-2019 3.2230617 1.2148900 1.342381e+04 333.104765 2 5
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1573 2.0123500 6.677988e+03 121.270123 7.5472845 2000-2009 –> 2010-2019 3.2269660 1.2146160 1.342941e+04 354.014520 3 4
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1573 2.0133612 6.679569e+03 95.200644 7.5371243 2000-2009 –> 2010-2019 3.2281252 1.2147640 1.343150e+04 327.043643 4 6
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1573 2.0867247 6.790165e+03 88.661138 8.1481737 2000-2009 –> 2010-2019 3.3803571 1.2936324 1.380278e+04 99.884044 6 17
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1573 2.0274704 6.699539e+03 81.150683 6.8353313 2000-2009 –> 2010-2019 3.3907415 1.3632710 1.393111e+04 213.419878 5 24
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1573 2.1495729 6.883517e+03 85.634427 10.8919210 2000-2009 –> 2010-2019 3.4017114 1.2521385 1.375999e+04 291.346580 9 17
N_Atlantic (27.95,28.05] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 1573 2.1100286 6.825104e+03 78.929870 8.9562997 2000-2009 –> 2010-2019 3.4107355 1.3007069 1.386049e+04 170.103372 7 19
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1573 2.1204944 6.840669e+03 80.586080 9.3685514 2000-2009 –> 2010-2019 3.4221738 1.3016794 1.387918e+04 171.365735 8 21
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1573 2.1811644 6.929417e+03 88.352504 9.9189750 2000-2009 –> 2010-2019 3.4841003 1.3029359 1.397196e+04 180.369524 11 25
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 636 1.4926808 2.328420e+03 675.248181 8.3330683 1982-1999 –> 2000-2009 2.5570937 1.0644129 3.409000e+03 1571.594889 4 5
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 636 1.4908602 2.326867e+03 945.756355 8.3964713 1982-1999 –> 2000-2009 2.5580841 1.0672239 3.409347e+03 1858.260497 1 4
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 636 1.4923980 2.328179e+03 675.474866 8.3440721 1982-1999 –> 2000-2009 2.5582790 1.0658810 3.409751e+03 1567.394546 3 5
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 636 1.4912935 2.327237e+03 675.715794 8.3809335 1982-1999 –> 2000-2009 2.5591251 1.0678316 3.410126e+03 1561.974441 2 6
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 636 1.5052579 2.337092e+03 575.013424 8.2874288 1982-1999 –> 2000-2009 2.5817382 1.0764803 3.423790e+03 1229.030883 5 10
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate 636 1.6313280 2.439399e+03 674.712100 7.7117100 1982-1999 –> 2000-2009 2.7384342 1.1071062 3.546295e+03 1555.674062 11 17
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 636 1.6213561 2.431600e+03 599.482406 7.1091371 1982-1999 –> 2000-2009 2.7703777 1.1490217 3.565252e+03 1341.660016 7 14
N_Atlantic (28.05,28.1] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 636 1.6230346 2.432916e+03 599.392943 7.1209627 1982-1999 –> 2000-2009 2.7757436 1.1527090 3.568875e+03 1343.695060 9 17
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate 636 1.6226019 2.432577e+03 596.986133 7.1115503 1982-1999 –> 2000-2009 2.7759548 1.1533530 3.568938e+03 1328.786385 8 17
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 636 1.6240145 2.433684e+03 595.310434 7.1231717 1982-1999 –> 2000-2009 2.7804657 1.1564512 3.571976e+03 1320.305211 10 20
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 488 0.9567838 1.353766e+03 952.731328 3.9149922 2000-2009 –> 2010-2019 2.5781398 1.6213561 3.785367e+03 1552.213733 1 4
N_Atlantic (28.05,28.1] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 488 0.9586950 1.355714e+03 952.401104 3.8726669 2000-2009 –> 2010-2019 2.5817296 1.6230346 3.788630e+03 1551.794047 2 7
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate 488 0.9618238 1.358894e+03 939.825899 3.8033785 2000-2009 –> 2010-2019 2.5844256 1.6226019 3.791471e+03 1536.812032 3 7
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 488 0.9649027 1.362014e+03 933.797588 3.7411207 2000-2009 –> 2010-2019 2.5889172 1.6240145 3.795698e+03 1529.108022 4 10
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 488 1.2797658 1.637641e+03 928.982179 5.2721349 2000-2009 –> 2010-2019 2.7850236 1.5052579 3.974733e+03 1503.995603 6 7
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 488 1.0709586 1.463793e+03 955.883062 3.6922091 2000-2009 –> 2010-2019 2.8781886 1.8072300 4.033446e+03 1567.391435 5 16
N_Atlantic (28.05,28.1] 3 cstar_tref ~ aou + nitrate + phosphate 488 1.3495661 1.687472e+03 135.686112 3.2925989 2000-2009 –> 2010-2019 2.9847108 1.6351447 4.127844e+03 366.890028 7 14
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 488 1.6947874 1.911780e+03 597.720221 6.4584924 2000-2009 –> 2010-2019 3.2088035 1.5140160 4.256252e+03 1049.467051 12 14
N_Atlantic (28.05,28.1] 3 cstar_tref ~ aou + nitrate + phosphate_star 488 1.6035759 1.855786e+03 82.698368 3.9683489 2000-2009 –> 2010-2019 3.2544929 1.6509170 4.308369e+03 221.562692 9 17
N_Atlantic (28.05,28.1] 3 cstar_tref ~ oxygen + nitrate + phosphate 488 1.5607311 1.829355e+03 950.212953 7.9709659 2000-2009 –> 2010-2019 3.4352791 1.8745480 4.443528e+03 1548.896091 8 21
N_Atlantic (28.1,28.15] 3 cstar_tref ~ temp + nitrate + phosphate 212 0.6325459 4.174369e+02 633.628310 2.8266563 1982-1999 –> 2000-2009 0.9204997 0.2879538 4.490108e+02 1590.455466 1 19
N_Atlantic (28.1,28.15] 3 cstar_tref ~ temp + nitrate + phosphate_star 212 0.6415170 4.234081e+02 77.139581 2.0312610 1982-1999 –> 2000-2009 0.9205198 0.2790028 4.510663e+02 243.358719 2 17
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate_star 212 0.8049951 5.196562e+02 172.120491 1.8234710 1982-1999 –> 2000-2009 1.0848744 0.2798793 5.477034e+02 1107.893665 3 19
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 212 0.9017505 5.697809e+02 62.617120 2.4118264 1982-1999 –> 2000-2009 1.1580087 0.2562583 5.888947e+02 961.958036 5 6
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 212 0.9050435 5.713265e+02 62.639496 2.4285130 1982-1999 –> 2000-2009 1.1625565 0.2575129 5.910459e+02 951.594429 6 8
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + temp + nitrate 212 0.8701503 5.526560e+02 12.573393 3.2543515 1982-1999 –> 2000-2009 1.1778991 0.3077488 5.924740e+02 30.728670 4 24
N_Atlantic (28.1,28.15] 2 cstar_tref ~ nitrate + phosphate_star 212 0.9148432 5.718929e+02 16.462323 2.0836950 1982-1999 –> 2000-2009 1.1948483 0.2800051 5.979957e+02 39.563950 8 25
N_Atlantic (28.1,28.15] 2 cstar_tref ~ nitrate + phosphate 212 0.9117963 5.704783e+02 173.832236 2.5186962 1982-1999 –> 2000-2009 1.2012950 0.2894987 6.007157e+02 334.197581 7 26
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + temp + oxygen 212 0.9938901 6.090314e+02 12.293577 3.1590510 1982-1999 –> 2000-2009 1.2535905 0.2597004 6.277997e+02 29.799260 11 14
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + temp + aou 212 0.9974257 6.105370e+02 10.453857 3.1762411 1982-1999 –> 2000-2009 1.2578186 0.2603929 6.296355e+02 25.510739 12 22
N_Atlantic (28.1,28.15] 3 cstar_tref ~ temp + nitrate + phosphate 208 0.3910602 2.096987e+02 216.949050 1.5141847 2000-2009 –> 2010-2019 1.0236062 0.6325459 6.271356e+02 850.577360 1 2
N_Atlantic (28.1,28.15] 3 cstar_tref ~ temp + nitrate + phosphate_star 208 0.5166686 3.255713e+02 54.198511 1.6996282 2000-2009 –> 2010-2019 1.1581856 0.6415170 7.489793e+02 131.338092 3 5
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + temp + nitrate 208 0.6165592 3.991004e+02 8.205618 1.7482425 2000-2009 –> 2010-2019 1.4867094 0.8701503 9.517565e+02 20.779011 4 9
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + oxygen + nitrate 208 0.4669031 2.834388e+02 955.179527 1.3717207 2000-2009 –> 2010-2019 1.5067084 1.0398053 9.116190e+02 1227.807721 2 19
N_Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate 208 0.7764231 4.950064e+02 719.592695 2.4045773 2000-2009 –> 2010-2019 1.5086728 0.7322497 9.745037e+02 1113.985083 16 19
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 208 0.7222017 4.668909e+02 965.942925 2.2052099 2000-2009 –> 2010-2019 1.6239521 0.9017505 1.036672e+03 1028.560044 5 11
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 208 0.7246927 4.683233e+02 957.514281 2.1942774 2000-2009 –> 2010-2019 1.6297363 0.9050435 1.039650e+03 1020.153776 7 14
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + temp + oxygen 208 0.7222660 4.649279e+02 8.760877 2.1862967 2000-2009 –> 2010-2019 1.7161561 0.9938901 1.073959e+03 21.054454 6 19
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + temp + aou 208 0.7246961 4.663252e+02 7.672476 2.1899391 2000-2009 –> 2010-2019 1.7221218 0.9974257 1.076862e+03 18.126333 8 22
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + oxygen + aou 208 0.7281207 4.682864e+02 304.056086 2.1944192 2000-2009 –> 2010-2019 1.7261817 0.9980611 1.079093e+03 1132.321192 9 24
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 6 0.0053979 -3.363375e+01 750.672851 0.0095870 2000-2009 –> 2010-2019 0.3059491 0.3005512 -1.036007e+01 811.568452 2 3
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 6 0.0068983 -3.069048e+01 391.561013 0.0122953 2000-2009 –> 2010-2019 0.3187421 0.3118438 -5.498835e+00 403.577809 9 11
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 6 0.0067273 -3.099178e+01 270.009966 0.0119740 2000-2009 –> 2010-2019 0.3195226 0.3127953 -5.641702e+00 272.822614 8 11
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 6 0.0075858 -2.955047e+01 886.683723 0.0135815 2000-2009 –> 2010-2019 0.3273475 0.3197617 -3.054982e+00 890.353811 10 15
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 6 0.0084046 -2.832041e+01 190.641031 0.0150792 2000-2009 –> 2010-2019 0.3277608 0.3193561 -1.890922e+00 202.163211 12 16
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate 6 0.0084315 -2.828213e+01 87.084120 0.0151206 2000-2009 –> 2010-2019 0.3286383 0.3202068 -1.714313e+00 89.618142 13 19
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 6 0.0057178 -3.294286e+01 244.066267 0.0101717 2000-2009 –> 2010-2019 0.3376935 0.3319757 -4.498117e+00 247.475193 3 10
N_Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 6 0.0060939 -3.217839e+01 505.318749 0.0108228 2000-2009 –> 2010-2019 0.3615690 0.3554751 -1.771868e-01 567.920409 5 16
N_Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate 6 0.0060240 -3.231688e+01 745.706697 0.0106831 2000-2009 –> 2010-2019 0.3622399 0.3562160 -2.074132e-01 763.920417 4 17
N_Atlantic (28.15,28.2] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 6 0.0065253 -3.135753e+01 325.051305 0.0115668 2000-2009 –> 2010-2019 0.3622536 0.3557283 6.806986e-01 343.630375 6 18
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 65 0.2009214 -1.016737e+01 299.333199 0.5512905 1982-1999 –> 2000-2009 0.3517275 0.1508061 -2.737363e+01 517.321375 1 2
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 65 0.2100271 -4.405444e+00 430.827350 0.5765310 1982-1999 –> 2000-2009 0.3633426 0.1533155 -2.052248e+01 1369.215915 4 6
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 65 0.2066570 -6.508348e+00 313.021723 0.5738767 1982-1999 –> 2000-2009 0.3658055 0.1591486 -2.016094e+01 539.250890 3 6
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 65 0.2110781 -3.756513e+00 318.024364 0.5845020 1982-1999 –> 2000-2009 0.3706094 0.1595313 -1.725058e+01 908.546711 5 9
N_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 65 0.2111124 -5.735394e+00 147.076447 0.5955323 1982-1999 –> 2000-2009 0.3992683 0.1881559 -1.033742e+01 349.326419 6 13
N_Atlantic (28.2, Inf] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 65 0.2161298 -2.681900e+00 177.271165 0.6160217 1982-1999 –> 2000-2009 0.4074932 0.1913634 -6.168310e+00 394.836491 9 20
N_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate 65 0.2191200 -8.956325e-01 427.991403 0.6179732 1982-1999 –> 2000-2009 0.4078441 0.1887241 -5.298643e+00 1340.046633 11 19
N_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 65 0.2194115 -7.228065e-01 155.085329 0.6220020 1982-1999 –> 2000-2009 0.4099752 0.1905636 -4.485621e+00 594.213228 12 22
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate 65 0.2434230 1.277793e+01 171.269478 0.6272235 1982-1999 –> 2000-2009 0.4335790 0.1901560 8.873785e+00 334.040832 15 24
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 65 0.2965019 3.842078e+01 312.434926 0.7780929 1982-1999 –> 2000-2009 0.4561252 0.1596233 2.296477e+01 498.714340 17 22
N_Atlantic (28.2, Inf] 3 cstar_tref ~ temp + oxygen + nitrate 7 0.0150249 -2.890755e+01 213.570560 0.0259943 2000-2009 –> 2010-2019 0.2261634 0.2111385 -3.662685e+01 230.568918 11 12
N_Atlantic (28.2, Inf] 3 cstar_tref ~ oxygen + aou + nitrate 7 0.0162588 -2.780253e+01 218.800980 0.0279281 2000-2009 –> 2010-2019 0.2328139 0.2165551 -3.222889e+01 235.922101 14 16
N_Atlantic (28.2, Inf] 3 cstar_tref ~ temp + aou + nitrate 7 0.0157478 -2.824961e+01 512.537434 0.0269390 2000-2009 –> 2010-2019 0.2366101 0.2208623 -3.011568e+01 562.658327 13 16
N_Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate 7 0.0100059 -3.459905e+01 232.458324 0.0167471 2000-2009 –> 2010-2019 0.2590592 0.2490533 -2.084852e+01 260.150586 7 11
N_Atlantic (28.2, Inf] 3 cstar_tref ~ sal + aou + nitrate 7 0.0098175 -3.486517e+01 200.019408 0.0164630 2000-2009 –> 2010-2019 0.3128446 0.3030271 4.385543e+00 220.913789 6 11
N_Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate_star 7 0.0076094 -3.843211e+01 291.807287 0.0131044 2000-2009 –> 2010-2019 0.3224978 0.3148885 5.810116e+00 337.802408 5 11
N_Atlantic (28.2, Inf] 3 cstar_tref ~ sal + aou + phosphate_star 7 0.0047059 -4.516014e+01 302.012473 0.0084147 2000-2009 –> 2010-2019 0.3770741 0.3723682 2.087850e+01 481.366681 4 11
N_Atlantic (28.2, Inf] 3 cstar_tref ~ sal + aou + phosphate 7 0.0104254 -3.402400e+01 220.153672 0.0176287 2000-2009 –> 2010-2019 0.3860544 0.3756290 3.314807e+01 277.322466 8 16
N_Atlantic (28.2, Inf] 3 cstar_tref ~ sal + temp + oxygen 7 0.0357206 -1.678325e+01 999.449208 0.0636698 2000-2009 –> 2010-2019 0.4185934 0.3828728 5.287195e+01 1036.341536 21 30
N_Atlantic (28.2, Inf] 2 cstar_tref ~ sal + aou 7 0.0363415 -1.854197e+01 6.678170 0.0654926 2000-2009 –> 2010-2019 0.4250423 0.3887008 5.107712e+01 13.578117 22 32
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 93 2.7083476 4.612416e+02 116.615640 9.7835670 1982-1999 –> 2000-2009 4.7360101 2.0276624 8.261280e+02 226.882489 1 3
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + phosphate 93 2.7258543 4.624400e+02 116.597651 9.9336608 1982-1999 –> 2000-2009 4.7644790 2.0386248 8.282215e+02 281.105989 2 6
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 93 2.7380302 4.632690e+02 107.825278 9.9977196 1982-1999 –> 2000-2009 4.7744977 2.0364674 8.288747e+02 215.033223 3 6
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 93 2.8213828 4.688468e+02 110.978022 10.3007711 1982-1999 –> 2000-2009 4.8456875 2.0243047 8.334582e+02 332.108781 4 5
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + nitrate 93 2.8390617 4.700087e+02 111.133465 10.6563542 1982-1999 –> 2000-2009 4.9261646 2.0871030 8.396914e+02 262.438957 5 19
N_Pacific (-Inf,26] 3 cstar_tref ~ sal + temp + phosphate_star 93 2.9052915 4.722978e+02 50.349351 11.4117433 1982-1999 –> 2000-2009 4.9664139 2.0611224 8.379013e+02 74.972196 6 12
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 93 2.9253161 4.755754e+02 102.801708 11.0023710 1982-1999 –> 2000-2009 5.0114862 2.0861701 8.451840e+02 322.121895 7 20
N_Pacific (-Inf,26] 3 cstar_tref ~ sal + temp + phosphate 93 3.0913594 4.838442e+02 5.345272 11.8228006 1982-1999 –> 2000-2009 5.1773126 2.0859532 8.514355e+02 9.319458 8 20
N_Pacific (-Inf,26] 3 cstar_tref ~ sal + temp + nitrate 93 3.0951067 4.840695e+02 5.242520 11.8174087 1982-1999 –> 2000-2009 5.1856966 2.0905899 8.520294e+02 9.189630 9 26
N_Pacific (-Inf,26] 3 cstar_tref ~ sal + temp + aou 93 3.1063893 4.847463e+02 4.026263 11.7463942 1982-1999 –> 2000-2009 5.1985161 2.0921269 8.528282e+02 7.831044 10 29
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 275 2.3358930 1.259033e+03 127.701424 13.7060119 2000-2009 –> 2010-2019 5.0442406 2.7083476 1.720275e+03 244.317064 6 7
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + phosphate 275 2.3523773 1.262901e+03 153.948676 13.9795879 2000-2009 –> 2010-2019 5.0782316 2.7258543 1.725341e+03 270.546327 10 12
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 275 2.3612298 1.264967e+03 125.828016 14.2746685 2000-2009 –> 2010-2019 5.0992600 2.7380302 1.728236e+03 233.653294 17 20
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + nitrate 275 2.3297821 1.257592e+03 169.242455 15.2534980 2000-2009 –> 2010-2019 5.1688438 2.8390617 1.727601e+03 280.375920 5 10
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 275 2.3581581 1.264251e+03 52.598747 14.8045508 2000-2009 –> 2010-2019 5.1795409 2.8213828 1.733097e+03 163.576768 13 17
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 275 2.2907430 1.248298e+03 60.409627 15.2354275 2000-2009 –> 2010-2019 5.2160591 2.9253161 1.723874e+03 163.211336 3 10
N_Pacific (-Inf,26] 3 cstar_tref ~ sal + temp + phosphate_star 275 2.3782505 1.266917e+03 49.561410 15.1315552 2000-2009 –> 2010-2019 5.2835421 2.9052915 1.739215e+03 99.910761 22 28
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 275 2.2532869 1.239231e+03 223.964229 14.7970004 2000-2009 –> 2010-2019 5.3589250 3.1056381 1.725932e+03 1011.575006 2 14
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 275 2.2202550 1.231108e+03 110.777482 14.1691280 2000-2009 –> 2010-2019 5.3937127 3.1734577 1.721828e+03 976.250230 1 23
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + phosphate 275 2.3470707 1.261659e+03 205.318922 15.0225762 2000-2009 –> 2010-2019 5.3946740 3.0476033 1.744851e+03 1011.180793 8 16
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 333 3.3450567 1.763197e+03 174.119432 10.8679775 1982-1999 –> 2000-2009 6.3975976 3.0525409 3.217028e+03 441.181684 1 2
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 333 3.4149165 1.774963e+03 150.107131 10.3783499 1982-1999 –> 2000-2009 6.4738905 3.0589740 3.227989e+03 327.531998 4 6
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 333 3.3866973 1.771437e+03 193.102449 10.9796034 1982-1999 –> 2000-2009 6.5324953 3.1457981 3.242360e+03 483.129508 2 9
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 333 3.4125547 1.776502e+03 307.039031 10.9850885 1982-1999 –> 2000-2009 6.5350487 3.1224940 3.243202e+03 723.491410 3 7
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 333 3.4770725 1.786976e+03 174.176211 12.0197270 1982-1999 –> 2000-2009 6.6230083 3.1459358 3.255924e+03 378.169233 5 13
N_Pacific (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 333 3.5034808 1.792015e+03 195.270860 11.3711068 1982-1999 –> 2000-2009 6.6265089 3.1230281 3.256812e+03 473.730276 6 11
N_Pacific (26,26.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 333 3.5469048 1.800219e+03 171.447902 11.6981084 1982-1999 –> 2000-2009 6.6302770 3.0833722 3.257758e+03 435.758543 9 12
N_Pacific (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 333 3.5089900 1.793062e+03 176.838966 11.6871269 1982-1999 –> 2000-2009 6.6563860 3.1473960 3.262274e+03 466.574990 7 16
N_Pacific (26,26.5] 3 cstar_tref ~ sal + aou + nitrate 333 3.5114252 1.791524e+03 42.803223 12.0579893 1982-1999 –> 2000-2009 6.6636625 3.1522373 3.259609e+03 87.309660 8 19
N_Pacific (26,26.5] 3 cstar_tref ~ sal + oxygen + nitrate 333 3.5473745 1.798307e+03 18.852189 11.5472886 1982-1999 –> 2000-2009 6.6805974 3.1332229 3.262956e+03 37.907126 10 16
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 532 3.3221442 2.801200e+03 258.693545 15.2755383 2000-2009 –> 2010-2019 6.7346989 3.4125547 4.577702e+03 565.732576 1 4
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 532 3.3920417 2.823354e+03 250.400315 14.3544736 2000-2009 –> 2010-2019 6.7370985 3.3450567 4.586551e+03 529.469173 3 4
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 532 3.4316876 2.835718e+03 126.727813 14.8441591 2000-2009 –> 2010-2019 6.8183849 3.3866973 4.607155e+03 319.830262 7 9
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 532 3.4604913 2.842611e+03 119.225837 13.0686919 2000-2009 –> 2010-2019 6.8754078 3.4149165 4.617574e+03 269.332968 14 18
N_Pacific (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 532 3.4398807 2.836255e+03 164.500076 14.2848014 2000-2009 –> 2010-2019 6.9433614 3.5034808 4.628271e+03 359.770936 12 18
N_Pacific (26,26.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 532 3.4122562 2.827676e+03 102.904271 13.6730938 2000-2009 –> 2010-2019 6.9591610 3.5469048 4.627895e+03 241.778363 6 15
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 532 3.4937832 2.852799e+03 119.245017 13.5815940 2000-2009 –> 2010-2019 6.9708557 3.4770725 4.639775e+03 293.421228 18 23
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 532 3.3363243 2.803732e+03 241.259452 15.4827676 2000-2009 –> 2010-2019 7.0018378 3.6655135 4.625858e+03 527.700554 2 17
N_Pacific (26,26.5] 3 cstar_tref ~ sal + oxygen + nitrate 532 3.4627802 2.841315e+03 25.891329 13.1655777 2000-2009 –> 2010-2019 7.0101546 3.5473745 4.639622e+03 44.743518 16 26
N_Pacific (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 532 3.5029634 2.855591e+03 118.396659 13.6821395 2000-2009 –> 2010-2019 7.0119534 3.5089900 4.648653e+03 295.235625 23 30
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 411 1.5031960 1.515409e+03 129.022847 5.6044135 1982-1999 –> 2000-2009 2.7742814 1.2710854 2.252650e+03 280.439144 2 4
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 411 1.5229199 1.526125e+03 412.000475 5.7466149 1982-1999 –> 2000-2009 2.7901989 1.2672791 2.262058e+03 685.352844 4 5
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 411 1.5318770 1.530945e+03 96.068349 5.5644983 1982-1999 –> 2000-2009 2.8124312 1.2805542 2.271422e+03 221.086149 5 8
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 411 1.5418082 1.534257e+03 34.485779 6.7360004 1982-1999 –> 2000-2009 2.8247742 1.2829660 2.273555e+03 149.382253 8 12
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 411 1.5418000 1.534253e+03 69.423674 5.9665103 1982-1999 –> 2000-2009 2.9319899 1.3901898 2.308546e+03 236.311979 7 12
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 411 1.4951031 1.508972e+03 518.226686 5.7963777 1982-1999 –> 2000-2009 2.9377702 1.4426671 2.299420e+03 1199.459203 1 12
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 411 1.5155103 1.520116e+03 70.694274 5.7227191 1982-1999 –> 2000-2009 2.9632255 1.4477152 2.312087e+03 178.132113 3 15
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 411 1.5412901 1.533981e+03 62.928156 5.7530269 1982-1999 –> 2000-2009 2.9954492 1.4541591 2.327889e+03 169.800225 6 19
N_Pacific (26.5,26.75] 3 cstar_tref ~ sal + oxygen + nitrate 411 1.5517234 1.537526e+03 42.590131 5.7644451 1982-1999 –> 2000-2009 3.0089847 1.4572613 2.330363e+03 83.510942 9 24
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 411 1.7027051 1.615851e+03 201.819940 6.6606964 1982-1999 –> 2000-2009 3.1056044 1.4028994 2.394112e+03 434.529243 11 17
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 586 1.4020310 2.073040e+03 357.381164 12.1891083 2000-2009 –> 2010-2019 2.9052270 1.5031960 3.588450e+03 742.843146 2 4
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 586 1.3976524 2.069374e+03 330.560259 12.0975139 2000-2009 –> 2010-2019 2.9205723 1.5229199 3.595499e+03 742.560734 1 5
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 586 1.4121831 2.081496e+03 75.062813 12.3363272 2000-2009 –> 2010-2019 2.9440602 1.5318770 3.612442e+03 171.131162 4 9
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 586 1.4066594 2.074903e+03 33.805502 12.2238968 2000-2009 –> 2010-2019 2.9484676 1.5418082 3.609160e+03 68.291281 3 11
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 586 1.5351735 2.177366e+03 821.044162 12.0805413 2000-2009 –> 2010-2019 3.0302766 1.4951031 3.686338e+03 1339.270849 5 6
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 586 1.5491241 2.187968e+03 61.166257 12.4256033 2000-2009 –> 2010-2019 3.0646343 1.5155103 3.708084e+03 131.860531 7 10
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 586 1.5584367 2.194993e+03 54.372853 12.6534885 2000-2009 –> 2010-2019 3.0997268 1.5412901 3.728974e+03 117.301010 12 18
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 586 1.6161051 2.237578e+03 29.682627 11.7270822 2000-2009 –> 2010-2019 3.1579051 1.5418000 3.771831e+03 74.315518 13 20
N_Pacific (26.5,26.75] 3 cstar_tref ~ sal + oxygen + nitrate 586 1.6201326 2.238495e+03 29.011375 11.8545868 2000-2009 –> 2010-2019 3.1718560 1.5517234 3.776022e+03 71.601505 14 23
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 586 1.5388163 2.180144e+03 208.983051 12.0962026 2000-2009 –> 2010-2019 3.2415214 1.7027051 3.795995e+03 410.802991 6 17
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 622 0.8213178 1.534284e+03 121.999285 3.7792253 1982-1999 –> 2000-2009 1.4681141 0.6467963 2.210971e+03 218.139465 1 2
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 622 0.8248801 1.539668e+03 94.140527 3.8859183 1982-1999 –> 2000-2009 1.4906049 0.6657249 2.235796e+03 167.978207 2 4
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 622 0.8271960 1.543156e+03 423.339700 3.9345650 1982-1999 –> 2000-2009 1.5023562 0.6751602 2.248770e+03 691.329866 3 6
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 622 0.8272062 1.541171e+03 164.330309 3.9321638 1982-1999 –> 2000-2009 1.5132961 0.6860899 2.255609e+03 315.311387 4 8
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 622 0.8313206 1.547343e+03 33.046292 3.8216440 1982-1999 –> 2000-2009 1.5290113 0.6976906 2.273082e+03 90.272624 5 11
N_Pacific (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 622 0.8572823 1.585598e+03 46.435845 3.7905234 1982-1999 –> 2000-2009 1.5468294 0.6895472 2.303424e+03 134.458077 7 12
N_Pacific (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + nitrate 622 0.8575335 1.585963e+03 255.561927 3.7890775 1982-1999 –> 2000-2009 1.5691217 0.7115883 2.324995e+03 539.990334 8 15
N_Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 622 0.8628517 1.593654e+03 34.437933 3.8799935 1982-1999 –> 2000-2009 1.5762783 0.7134267 2.334425e+03 100.057964 10 18
N_Pacific (26.75,27] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 622 0.8527513 1.579006e+03 58.444594 3.6672332 1982-1999 –> 2000-2009 1.6131339 0.7603826 2.362739e+03 117.545203 6 16
N_Pacific (26.75,27] 3 cstar_tref ~ sal + aou + nitrate 622 0.9039811 1.649582e+03 30.230652 4.0281202 1982-1999 –> 2000-2009 1.6175757 0.7135946 2.388512e+03 86.265735 11 20
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 723 0.7988354 1.741013e+03 88.360084 4.4422087 2000-2009 –> 2010-2019 1.6201532 0.8213178 3.275297e+03 209.651638 1 2
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 723 0.8031280 1.748762e+03 69.933338 4.4256297 2000-2009 –> 2010-2019 1.6280081 0.8248801 3.288430e+03 164.073865 2 4
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 723 0.8078327 1.757208e+03 353.877841 4.3993266 2000-2009 –> 2010-2019 1.6350287 0.8271960 3.300364e+03 777.217541 4 7
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 723 0.8045198 1.749266e+03 19.478745 4.4368954 2000-2009 –> 2010-2019 1.6358405 0.8313206 3.296609e+03 52.525036 3 8
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 723 0.8242336 1.784271e+03 163.553032 4.2065416 2000-2009 –> 2010-2019 1.6514398 0.8272062 3.325443e+03 327.883340 6 10
N_Pacific (26.75,27] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 723 0.8217630 1.779931e+03 17.517061 4.4364782 2000-2009 –> 2010-2019 1.6745143 0.8527513 3.358937e+03 44.542345 5 11
N_Pacific (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + nitrate 723 0.8961694 1.905266e+03 376.616306 5.3835328 2000-2009 –> 2010-2019 1.7537028 0.8575335 3.491229e+03 632.178233 7 15
N_Pacific (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 723 0.9080495 1.924309e+03 35.746711 5.5949111 2000-2009 –> 2010-2019 1.7653317 0.8572823 3.509908e+03 82.182556 8 15
N_Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 723 0.9143330 1.934281e+03 27.211033 5.6697604 2000-2009 –> 2010-2019 1.7771847 0.8628517 3.527935e+03 61.648966 9 19
N_Pacific (26.75,27] 3 cstar_tref ~ sal + oxygen + nitrate 723 0.9573156 1.998707e+03 16.086239 5.8349997 2000-2009 –> 2010-2019 1.8148507 0.8575352 3.582673e+03 42.939678 14 23
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 758 0.6784621 1.577014e+03 759.744470 2.4077320 1982-1999 –> 2000-2009 1.1685810 0.4901189 2.137327e+03 1471.648017 1 2
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 758 0.6795228 1.579382e+03 159.969337 2.4370454 1982-1999 –> 2000-2009 1.1697693 0.4902465 2.139897e+03 314.876909 3 5
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 758 0.6806355 1.581863e+03 164.162776 2.4755163 1982-1999 –> 2000-2009 1.1709599 0.4903244 2.142500e+03 318.725221 4 7
N_Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 758 0.6790343 1.576292e+03 407.766588 2.5666525 1982-1999 –> 2000-2009 1.1738099 0.4947757 2.141925e+03 1376.509273 2 10
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 758 0.6810746 1.580840e+03 148.265852 2.5916654 1982-1999 –> 2000-2009 1.1755346 0.4944600 2.145979e+03 444.926957 5 11
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 758 0.6817070 1.582247e+03 15.034564 2.5939449 1982-1999 –> 2000-2009 1.1761398 0.4944328 2.147343e+03 50.357341 6 10
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 758 0.6824313 1.583857e+03 14.918839 2.6086322 1982-1999 –> 2000-2009 1.1768884 0.4944571 2.148991e+03 50.024806 7 12
N_Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + nitrate 758 0.6847672 1.589037e+03 354.321479 2.4816844 1982-1999 –> 2000-2009 1.1850867 0.5003195 2.163294e+03 928.961771 8 23
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 758 0.6913482 1.603538e+03 9.296991 2.7659307 1982-1999 –> 2000-2009 1.1860845 0.4947363 2.169109e+03 34.917348 17 24
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 758 0.6858130 1.591351e+03 44.234306 2.5121878 1982-1999 –> 2000-2009 1.1861094 0.5002964 2.165572e+03 147.099496 10 23
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 770 0.5726081 1.340533e+03 578.614662 2.6327863 2000-2009 –> 2010-2019 1.2510702 0.6784621 2.917547e+03 1338.359132 1 2
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 770 0.5751726 1.347414e+03 111.925830 2.6347417 2000-2009 –> 2010-2019 1.2546954 0.6795228 2.926796e+03 271.895167 2 5
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 770 0.5766350 1.351325e+03 564.984758 2.6375888 2000-2009 –> 2010-2019 1.2572705 0.6806355 2.933187e+03 1337.927195 3 7
N_Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + phosphate 770 0.5788254 1.355164e+03 409.881615 2.6659454 2000-2009 –> 2010-2019 1.2578597 0.6790343 2.931456e+03 817.648202 4 6
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 770 0.5809906 1.360913e+03 176.431970 2.6683842 2000-2009 –> 2010-2019 1.2620653 0.6810746 2.941754e+03 324.697821 5 10
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 770 0.5830046 1.366243e+03 19.981110 2.6674871 2000-2009 –> 2010-2019 1.2647115 0.6817070 2.948490e+03 35.015674 6 12
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 770 0.5838083 1.368364e+03 31.885039 2.6676183 2000-2009 –> 2010-2019 1.2662395 0.6824313 2.952221e+03 54.262707 7 14
N_Pacific (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 770 0.6021188 1.415923e+03 122.625432 2.6688051 2000-2009 –> 2010-2019 1.2952224 0.6931036 3.023304e+03 223.150040 8 28
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 770 0.6048014 1.422769e+03 10.741192 2.6455155 2000-2009 –> 2010-2019 1.2961496 0.6913482 3.026306e+03 20.038183 9 26
N_Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 770 0.6113251 1.439291e+03 12.992604 2.6306676 2000-2009 –> 2010-2019 1.3024535 0.6911284 3.042346e+03 27.477327 10 26
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1073 0.5936168 1.939858e+03 871.313533 2.6648548 1982-1999 –> 2000-2009 1.0737781 0.4801613 2.674799e+03 1703.926264 2 3
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1073 0.5933392 1.938853e+03 99.855326 2.6700025 1982-1999 –> 2000-2009 1.0739307 0.4805915 2.674737e+03 228.998842 1 3
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1073 0.5936586 1.940009e+03 195.020032 2.6690062 1982-1999 –> 2000-2009 1.0742679 0.4806093 2.675931e+03 388.363631 3 6
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 1073 0.5936717 1.938056e+03 30.084775 2.6527784 1982-1999 –> 2000-2009 1.0746048 0.4809332 2.672687e+03 73.685888 5 10
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1073 0.5944775 1.940967e+03 70.862338 2.6022389 1982-1999 –> 2000-2009 1.0750867 0.4806093 2.674889e+03 178.590442 7 11
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1073 0.5936587 1.938009e+03 175.405366 2.6689536 1982-1999 –> 2000-2009 1.0753027 0.4816440 2.674193e+03 368.362416 4 11
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1073 0.5943730 1.942589e+03 99.073867 2.6966650 1982-1999 –> 2000-2009 1.0758860 0.4815130 2.680488e+03 227.041889 6 12
N_Pacific (27.25,27.5] 3 cstar_tref ~ sal + nitrate + phosphate 1073 0.5951252 1.941304e+03 12.148709 2.5558542 1982-1999 –> 2000-2009 1.0772099 0.4820847 2.676450e+03 29.352107 8 16
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1073 0.5959993 1.946453e+03 43.306515 2.7240697 1982-1999 –> 2000-2009 1.0857594 0.4897601 2.700217e+03 108.672896 9 18
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1073 0.6011696 1.964989e+03 99.837971 2.7752285 1982-1999 –> 2000-2009 1.0974884 0.4963188 2.732748e+03 220.655309 10 20
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1136 0.5021132 1.672580e+03 253.074833 1.8539302 2000-2009 –> 2010-2019 1.0957718 0.5936586 3.612589e+03 448.094864 1 3
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1136 0.5037490 1.679970e+03 244.253950 1.8440435 2000-2009 –> 2010-2019 1.0970882 0.5933392 3.618823e+03 430.322255 2 3
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1136 0.5039326 1.680798e+03 172.513983 1.8448630 2000-2009 –> 2010-2019 1.0983056 0.5943730 3.623387e+03 271.587851 3 8
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1136 0.5141119 1.724234e+03 238.183031 1.8467604 2000-2009 –> 2010-2019 1.1077706 0.5936587 3.662243e+03 413.588397 9 12
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1136 0.5143044 1.725085e+03 122.862990 1.7435488 2000-2009 –> 2010-2019 1.1087818 0.5944775 3.666051e+03 193.725327 10 16
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 1136 0.5163800 1.734236e+03 42.531986 1.7731929 2000-2009 –> 2010-2019 1.1100517 0.5936717 3.672291e+03 72.616762 11 15
N_Pacific (27.25,27.5] 3 cstar_tref ~ sal + nitrate + phosphate 1136 0.5164540 1.732561e+03 8.721753 1.7584027 2000-2009 –> 2010-2019 1.1115792 0.5951252 3.673865e+03 20.870461 12 19
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1136 0.5282289 1.785780e+03 61.540520 1.7259451 2000-2009 –> 2010-2019 1.1242282 0.5959993 3.732233e+03 104.847036 15 23
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1136 0.5270678 1.780780e+03 173.723964 1.8085883 2000-2009 –> 2010-2019 1.1282374 0.6011696 3.745770e+03 273.561935 13 22
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 1136 0.5273762 1.782109e+03 171.890952 1.8111226 2000-2009 –> 2010-2019 1.1297769 0.6024007 3.751489e+03 270.956859 14 24
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1383 0.1849607 -7.291512e+02 192.719661 1.2933569 1982-1999 –> 2000-2009 0.3691212 0.1841606 -1.049314e+03 382.632065 1 2
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1383 0.1850021 -7.285310e+02 257.768553 1.2958903 1982-1999 –> 2000-2009 0.3692211 0.1842189 -1.048306e+03 433.562105 2 4
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1383 0.1851076 -7.289549e+02 163.173443 1.3094900 1982-1999 –> 2000-2009 0.3695367 0.1844291 -1.049334e+03 295.995348 3 6
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1383 0.1862986 -7.092148e+02 96.998739 1.2903580 1982-1999 –> 2000-2009 0.3719559 0.1856573 -1.019470e+03 199.179843 4 8
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1383 0.1874411 -6.923033e+02 163.891510 1.2889779 1982-1999 –> 2000-2009 0.3742941 0.1868529 -9.947010e+02 340.490100 5 10
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1383 0.2384381 -2.867993e+01 58.486256 1.4345660 1982-1999 –> 2000-2009 0.4852055 0.2467674 7.346645e+00 97.360347 6 12
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 1383 0.2396792 -1.432002e+01 178.777044 1.4311760 1982-1999 –> 2000-2009 0.4875510 0.2478718 2.717220e+01 291.883912 7 14
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1383 0.2408712 -5.978100e-01 91.425059 1.4202780 1982-1999 –> 2000-2009 0.4896842 0.2488130 4.553330e+01 148.764191 8 16
N_Pacific (27.5,27.75] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1383 0.2423979 1.687902e+01 247.932646 1.4172962 1982-1999 –> 2000-2009 0.4926930 0.2502951 7.027954e+01 423.114869 9 18
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1383 0.2653952 2.675873e+02 73.265076 1.1120008 1982-1999 –> 2000-2009 0.5618041 0.2964089 5.279652e+02 154.235620 10 20
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1480 0.1881852 -7.301141e+02 428.482781 0.9691128 2000-2009 –> 2010-2019 0.3731874 0.1850021 -1.458645e+03 863.366325 1 3
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1480 0.1886831 -7.222931e+02 173.545580 0.9702299 2000-2009 –> 2010-2019 0.3736438 0.1849607 -1.451444e+03 366.265241 2 3
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1480 0.1898564 -7.039440e+02 334.946202 0.9685606 2000-2009 –> 2010-2019 0.3761550 0.1862986 -1.413159e+03 699.416046 3 7
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1480 0.1906309 -6.918937e+02 168.322410 0.9699370 2000-2009 –> 2010-2019 0.3780720 0.1874411 -1.384197e+03 332.213920 4 9
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1480 0.1982114 -5.784687e+02 135.532486 0.9765335 2000-2009 –> 2010-2019 0.3833190 0.1851076 -1.307424e+03 298.705929 5 8
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1480 0.2022779 -5.183565e+02 33.695525 0.9265702 2000-2009 –> 2010-2019 0.4407159 0.2384381 -5.470364e+02 92.181781 6 12
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1480 0.2023795 -5.168688e+02 47.028249 0.9246777 2000-2009 –> 2010-2019 0.4420587 0.2396792 -5.311889e+02 94.607351 7 14
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1480 0.2025804 -5.139322e+02 69.271687 0.9215809 2000-2009 –> 2010-2019 0.4434516 0.2408712 -5.145300e+02 160.696746 8 16
N_Pacific (27.5,27.75] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 1480 0.2029843 -5.080361e+02 270.058964 0.9170950 2000-2009 –> 2010-2019 0.4453823 0.2423979 -4.911571e+02 657.307329 9 18
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1480 0.2454625 5.440875e+01 40.764699 1.1222955 2000-2009 –> 2010-2019 0.5385337 0.2930713 5.963719e+02 76.779304 10 21
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 527 0.1337396 -6.109401e+02 746.800518 0.4113391 1982-1999 –> 2000-2009 0.2475118 0.1137723 -1.014998e+03 1700.181399 3 4
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 527 0.1331818 -6.173452e+02 484.066801 0.4158710 1982-1999 –> 2000-2009 0.2505924 0.1174106 -1.005964e+03 1005.740353 1 3
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 527 0.1337391 -6.129442e+02 697.627457 0.4159083 1982-1999 –> 2000-2009 0.2516540 0.1179149 -9.991890e+02 1502.752164 2 5
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 527 0.1341362 -6.098193e+02 55.747743 0.4154263 1982-1999 –> 2000-2009 0.2525894 0.1184532 -9.935406e+02 115.022858 4 8
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 527 0.1342233 -6.091345e+02 55.044825 0.4154243 1982-1999 –> 2000-2009 0.2528028 0.1185794 -9.922660e+02 113.673278 5 10
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 527 0.1364357 -5.919033e+02 33.476951 0.4225003 1982-1999 –> 2000-2009 0.2624302 0.1259945 -9.414318e+02 74.040765 6 12
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 527 0.1439795 -5.351798e+02 130.502965 0.4746483 1982-1999 –> 2000-2009 0.2881709 0.1441914 -8.099718e+02 264.937219 7 15
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 527 0.1440188 -5.348917e+02 234.325936 0.4754570 1982-1999 –> 2000-2009 0.2883754 0.1443565 -8.090496e+02 467.136580 8 17
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 527 0.1440476 -5.346814e+02 231.023839 0.4759533 1982-1999 –> 2000-2009 0.2884582 0.1444106 -8.086317e+02 460.634918 9 19
N_Pacific (27.75,27.85] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 527 0.1443239 -5.326613e+02 291.301244 0.4807543 1982-1999 –> 2000-2009 0.2895309 0.1452070 -8.035650e+02 646.036285 10 21
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 633 0.1739232 -4.040369e+02 895.788744 0.5949428 2000-2009 –> 2010-2019 0.3075188 0.1335956 -1.016112e+03 1779.902650 1 2
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 633 0.1740137 -4.033782e+02 778.803971 0.5929795 2000-2009 –> 2010-2019 0.3077533 0.1337396 -1.014318e+03 1525.604490 3 5
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 633 0.1739284 -4.059991e+02 451.168402 0.5975584 2000-2009 –> 2010-2019 0.3080646 0.1341362 -1.015818e+03 506.916145 2 5
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 633 0.1740281 -4.052738e+02 446.406700 0.5973194 2000-2009 –> 2010-2019 0.3082514 0.1342233 -1.014408e+03 501.451525 4 8
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 633 0.1745865 -4.012181e+02 257.174422 0.5681139 2000-2009 –> 2010-2019 0.3110222 0.1364357 -9.931213e+02 290.651373 5 10
N_Pacific (27.75,27.85] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 633 0.1747307 -4.001730e+02 888.048012 0.5785998 2000-2009 –> 2010-2019 0.3190546 0.1443239 -9.328342e+02 1351.930277 6 15
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 633 0.1753957 -3.953633e+02 664.291170 0.5788497 2000-2009 –> 2010-2019 0.3194433 0.1440476 -9.300446e+02 895.315008 7 15
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 633 0.1754918 -3.946701e+02 411.567055 0.5798790 2000-2009 –> 2010-2019 0.3194713 0.1439795 -9.298500e+02 542.070019 10 16
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 633 0.1754813 -3.947458e+02 363.339787 0.5787949 2000-2009 –> 2010-2019 0.3195002 0.1440188 -9.296375e+02 493.518340 9 16
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate 633 0.1763887 -3.882164e+02 408.919946 0.5741105 2000-2009 –> 2010-2019 0.3235254 0.1471367 -9.005336e+02 559.293783 19 29
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 742 0.1304566 -9.047803e+02 137.924444 0.4632954 1982-1999 –> 2000-2009 0.3977816 0.2673251 -8.224284e+02 172.661540 2 4
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 742 0.1305788 -9.033904e+02 171.147719 0.4644339 1982-1999 –> 2000-2009 0.3978926 0.2673138 -8.210682e+02 213.655383 3 4
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 742 0.1302071 -9.076209e+02 434.272564 0.4611094 1982-1999 –> 2000-2009 0.3979113 0.2677042 -8.242685e+02 767.844650 1 5
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 742 0.1374647 -8.271274e+02 122.527007 0.4639554 1982-1999 –> 2000-2009 0.4050254 0.2675607 -7.441535e+02 151.217278 4 7
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 742 0.1484431 -7.131050e+02 163.970426 0.4600648 1982-1999 –> 2000-2009 0.4233982 0.2749551 -6.108844e+02 282.253988 5 15
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate 742 0.1714512 -5.012650e+02 130.812002 0.6469080 1982-1999 –> 2000-2009 0.4494798 0.2780286 -3.931964e+02 248.629056 6 18
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 742 0.1745238 -4.729056e+02 673.924840 0.6103193 1982-1999 –> 2000-2009 0.4648228 0.2902990 -3.323467e+02 1569.494081 8 21
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + oxygen + nitrate 742 0.1743759 -4.761636e+02 528.283784 0.6146853 1982-1999 –> 2000-2009 0.4783000 0.3039241 -3.052228e+02 870.682944 7 23
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + aou + nitrate 742 0.1746348 -4.739621e+02 521.292073 0.6151887 1982-1999 –> 2000-2009 0.4787154 0.3040807 -3.026578e+02 855.389184 9 26
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate_star 742 0.2114179 -1.903106e+02 24.637525 0.7264949 1982-1999 –> 2000-2009 0.4829051 0.2714873 -9.905110e+01 36.334790 10 18
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 867 0.1251527 -1.131195e+03 147.303088 0.6483280 2000-2009 –> 2010-2019 0.2556093 0.1304566 -2.035975e+03 285.227531 1 2
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 867 0.1251750 -1.130886e+03 147.306129 0.6475891 2000-2009 –> 2010-2019 0.2557538 0.1305788 -2.034276e+03 282.966587 2 4
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 867 0.1255452 -1.125766e+03 128.392406 0.8644018 2000-2009 –> 2010-2019 0.2630099 0.1374647 -1.952893e+03 250.919413 3 6
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate_star 867 0.1762631 -5.393988e+02 60.843421 0.9026043 2000-2009 –> 2010-2019 0.3876810 0.2114179 -7.297094e+02 85.480946 8 12
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + oxygen + phosphate_star 867 0.1839529 -4.653531e+02 59.913491 0.9373784 2000-2009 –> 2010-2019 0.3995983 0.2156453 -6.262829e+02 81.758824 10 15
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + aou + phosphate_star 867 0.1841646 -4.633593e+02 50.389682 0.9340089 2000-2009 –> 2010-2019 0.3999050 0.2157405 -6.236344e+02 68.561775 12 18
N_Pacific (27.85,27.95] 3 cstar_tref ~ sal + temp + phosphate_star 867 0.1918806 -3.921896e+02 78.834138 0.9188802 2000-2009 –> 2010-2019 0.4111276 0.2192470 -5.285384e+02 90.025866 15 22
N_Pacific (27.85,27.95] 3 cstar_tref ~ sal + temp + nitrate 867 0.1495556 -8.243110e+02 126.297218 0.5210012 2000-2009 –> 2010-2019 0.4130992 0.2635436 -6.875745e+02 244.852828 4 13
N_Pacific (27.85,27.95] 2 cstar_tref ~ temp + phosphate_star 867 0.1937472 -3.774031e+02 18.198619 0.8594146 2000-2009 –> 2010-2019 0.4134091 0.2196619 -5.129463e+02 22.646215 16 24
N_Pacific (27.85,27.95] 3 cstar_tref ~ sal + temp + oxygen 867 0.1507188 -8.108771e+02 180.529062 0.6538965 2000-2009 –> 2010-2019 0.4735546 0.3228358 -3.729999e+02 341.273333 6 17
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 1553 0.1588280 -1.295610e+03 439.469855 0.4608182 1982-1999 –> 2000-2009 0.3086575 0.1498295 -1.847288e+03 996.897521 1 2
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1553 0.1593313 -1.285783e+03 492.419344 0.4616089 1982-1999 –> 2000-2009 0.3095900 0.1502586 -1.834098e+03 1119.596222 2 4
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1553 0.1663110 -1.152618e+03 88.945138 0.4973100 1982-1999 –> 2000-2009 0.3209273 0.1546163 -1.667313e+03 203.481711 5 8
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + aou + nitrate 1553 0.1628293 -1.220330e+03 423.204893 0.5262021 1982-1999 –> 2000-2009 0.3232092 0.1603799 -1.693986e+03 972.624553 3 8
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + oxygen + nitrate 1553 0.1640595 -1.196952e+03 476.140909 0.5328757 1982-1999 –> 2000-2009 0.3259131 0.1618536 -1.659851e+03 1096.021510 4 10
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1553 0.1723340 -1.042121e+03 54.257786 0.5351149 1982-1999 –> 2000-2009 0.3313868 0.1590528 -1.523548e+03 114.113445 6 10
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + phosphate 1553 0.1782559 -9.371822e+02 253.180046 0.5617883 1982-1999 –> 2000-2009 0.3434708 0.1652149 -1.373908e+03 582.958657 7 14
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1553 0.1784044 -9.345968e+02 56.913289 0.5620425 1982-1999 –> 2000-2009 0.3437825 0.1653781 -1.370162e+03 121.931231 8 16
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 1553 0.1787799 -9.280662e+02 225.536503 0.5629308 1982-1999 –> 2000-2009 0.3444934 0.1657136 -1.361248e+03 518.057903 9 18
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate 1553 0.1830391 -8.569365e+02 61.663502 0.6985325 1982-1999 –> 2000-2009 0.3655576 0.1825185 -1.178528e+03 138.554251 10 21
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1629 0.1385831 -1.803835e+03 62.428968 0.8787583 2000-2009 –> 2010-2019 0.3109171 0.1723340 -2.845957e+03 116.686754 1 2
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1629 0.1426957 -1.708557e+03 63.610619 0.9723190 2000-2009 –> 2010-2019 0.3209517 0.1782559 -2.645739e+03 120.168878 3 5
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1629 0.1428424 -1.705210e+03 63.096142 0.9731162 2000-2009 –> 2010-2019 0.3212468 0.1784044 -2.639807e+03 120.009431 4 7
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate_star 1629 0.1546472 -1.448509e+03 45.396637 0.8156921 2000-2009 –> 2010-2019 0.3529151 0.1982679 -2.057217e+03 61.394670 7 11
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + oxygen + phosphate_star 1629 0.1662148 -1.213496e+03 48.417339 0.8448116 2000-2009 –> 2010-2019 0.3732474 0.2070326 -1.687846e+03 64.390348 10 15
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + aou + phosphate_star 1629 0.1667110 -1.203783e+03 44.189671 0.8430381 2000-2009 –> 2010-2019 0.3741027 0.2073917 -1.672752e+03 58.340646 11 17
N_Pacific (27.95,28.05] 3 cstar_tref ~ sal + aou + phosphate_star 1629 0.1908412 -7.633686e+02 57.484955 2.3023515 2000-2009 –> 2010-2019 0.4129676 0.2221264 -1.019149e+03 110.832886 15 22
N_Pacific (27.95,28.05] 3 cstar_tref ~ sal + nitrate + phosphate_star 1629 0.1963131 -6.712667e+02 55.039520 2.3247913 2000-2009 –> 2010-2019 0.4231817 0.2268686 -8.614353e+02 103.913940 17 25
N_Pacific (27.95,28.05] 3 cstar_tref ~ sal + phosphate + phosphate_star 1629 0.2025153 -5.699275e+02 55.125533 2.4326609 2000-2009 –> 2010-2019 0.4401852 0.2376699 -6.156311e+02 110.640591 19 28
N_Pacific (27.95,28.05] 3 cstar_tref ~ sal + temp + nitrate 1629 0.1411765 -1.745429e+03 60.353141 1.5557927 2000-2009 –> 2010-2019 0.4658585 0.3246820 -8.221740e+02 111.701927 2 17
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1313 0.0392310 -4.765609e+03 178.321338 0.5348404 1982-1999 –> 2000-2009 0.0726049 0.0333738 -6.413725e+03 432.216737 1 5
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + nitrate + phosphate_star 1313 0.0395446 -4.746703e+03 4.224903 0.5377684 1982-1999 –> 2000-2009 0.0737739 0.0342293 -6.375608e+03 8.720798 2 7
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1313 0.0466805 -4.309055e+03 223.387705 0.8293902 1982-1999 –> 2000-2009 0.0766077 0.0299272 -6.048517e+03 549.651077 6 8
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1313 0.0466846 -4.308829e+03 227.871434 0.8295723 1982-1999 –> 2000-2009 0.0766087 0.0299242 -6.048375e+03 566.105367 7 8
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + nitrate + phosphate_star 1313 0.0466289 -4.313961e+03 138.933673 0.5695703 1982-1999 –> 2000-2009 0.0815249 0.0348960 -5.926701e+03 312.004232 5 11
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + phosphate + phosphate_star 1313 0.0467270 -4.308442e+03 4.335886 0.8217280 1982-1999 –> 2000-2009 0.0819852 0.0352582 -5.912529e+03 8.984755 8 15
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate_star 1313 0.0467395 -4.307738e+03 4.406179 0.8212316 1982-1999 –> 2000-2009 0.0820826 0.0353430 -5.909812e+03 9.219341 9 17
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + temp + nitrate 1313 0.0410941 -4.645774e+03 141.221197 0.4674378 1982-1999 –> 2000-2009 0.0838012 0.0427072 -6.089243e+03 298.712375 3 16
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + oxygen + phosphate_star 1313 0.0536349 -3.946373e+03 179.581480 0.9037172 1982-1999 –> 2000-2009 0.0845960 0.0309611 -5.659374e+03 406.031602 16 19
N_Pacific (28.05,28.1] 2 cstar_tref ~ temp + nitrate 1313 0.0423266 -4.570174e+03 1.114332 0.4519307 1982-1999 –> 2000-2009 0.0856863 0.0433598 -6.002934e+03 2.117436 4 18
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1677 0.0276272 -7.266234e+03 148.175920 0.1452443 2000-2009 –> 2010-2019 0.0668582 0.0392310 -1.203184e+04 326.497259 3 4
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + nitrate + phosphate_star 1677 0.0278900 -7.236484e+03 5.212085 0.1413753 2000-2009 –> 2010-2019 0.0674346 0.0395446 -1.198319e+04 9.436988 6 8
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + temp + nitrate 1677 0.0295886 -7.038189e+03 144.617182 0.1305973 2000-2009 –> 2010-2019 0.0706827 0.0410941 -1.168396e+04 285.838379 9 12
N_Pacific (28.05,28.1] 2 cstar_tref ~ temp + nitrate 1677 0.0299789 -6.996239e+03 1.279772 0.1259203 2000-2009 –> 2010-2019 0.0723054 0.0423266 -1.156641e+04 2.394103 10 14
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1677 0.0266175 -7.391104e+03 195.288420 0.1541439 2000-2009 –> 2010-2019 0.0732981 0.0466805 -1.170016e+04 426.355864 2 8
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1677 0.0266162 -7.391277e+03 190.841685 0.1540837 2000-2009 –> 2010-2019 0.0733007 0.0466846 -1.170011e+04 418.713120 1 8
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + oxygen + phosphate_star 1677 0.0278158 -7.245418e+03 5.548702 0.1602278 2000-2009 –> 2010-2019 0.0745428 0.0467270 -1.155386e+04 10.033650 4 12
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate_star 1677 0.0278711 -7.238750e+03 5.532772 0.1603169 2000-2009 –> 2010-2019 0.0746107 0.0467395 -1.154649e+04 9.938951 5 14
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate_star 1677 0.0294303 -7.056185e+03 117.168855 0.1911336 2000-2009 –> 2010-2019 0.0765735 0.0471433 -1.134134e+04 239.255048 7 17
N_Pacific (28.05,28.1] 2 cstar_tref ~ aou + phosphate_star 1677 0.0294319 -7.057993e+03 5.378011 0.1905904 2000-2009 –> 2010-2019 0.0766915 0.0472595 -1.133868e+04 9.670651 8 19
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 846 0.0049103 -6.582547e+03 251.175913 0.0397564 1982-1999 –> 2000-2009 0.0111602 0.0062499 -8.164670e+03 432.105166 1 3
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 846 0.0049147 -6.581018e+03 358.859343 0.0386245 1982-1999 –> 2000-2009 0.0111610 0.0062463 -8.163396e+03 606.134962 2 3
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 846 0.0050515 -6.534587e+03 243.964899 0.0281111 1982-1999 –> 2000-2009 0.0113180 0.0062665 -8.115553e+03 417.015421 3 6
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 846 0.0050669 -6.529435e+03 331.489862 0.0280938 1982-1999 –> 2000-2009 0.0113548 0.0062879 -8.108915e+03 559.159757 4 8
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 846 0.0050688 -6.528792e+03 222.860213 0.0280989 1982-1999 –> 2000-2009 0.0113596 0.0062908 -8.108074e+03 395.336472 5 10
N_Pacific (28.1,28.2] 3 cstar_tref ~ sal + nitrate + phosphate_star 846 0.0063577 -6.147444e+03 248.100232 0.0501181 1982-1999 –> 2000-2009 0.0141864 0.0078287 -7.633370e+03 428.930866 6 12
N_Pacific (28.1,28.2] 3 cstar_tref ~ sal + oxygen + phosphate_star 846 0.0067645 -6.042494e+03 220.989284 0.0391331 1982-1999 –> 2000-2009 0.0148180 0.0080534 -7.516080e+03 393.448686 7 14
N_Pacific (28.1,28.2] 3 cstar_tref ~ temp + nitrate + phosphate_star 846 0.0091343 -5.534305e+03 4.466372 0.0819709 1982-1999 –> 2000-2009 0.0193067 0.0101723 -6.906052e+03 7.529398 8 16
N_Pacific (28.1,28.2] 3 cstar_tref ~ aou + nitrate + phosphate_star 846 0.0091650 -5.528630e+03 92.950038 0.0821439 1982-1999 –> 2000-2009 0.0193805 0.0102155 -6.898531e+03 163.816819 9 18
N_Pacific (28.1,28.2] 3 cstar_tref ~ temp + aou + phosphate_star 846 0.0097105 -5.430805e+03 4.500199 0.0833805 1982-1999 –> 2000-2009 0.0204986 0.0107880 -6.776931e+03 7.488052 10 20
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1469 0.0052028 -1.126882e+04 165.988323 0.0299245 2000-2009 –> 2010-2019 0.0102542 0.0050515 -1.780341e+04 409.953222 1 4
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 1469 0.0052098 -1.126486e+04 238.697012 0.0300262 2000-2009 –> 2010-2019 0.0102766 0.0050669 -1.779429e+04 550.675379 2 6
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1469 0.0052105 -1.126445e+04 145.250376 0.0300372 2000-2009 –> 2010-2019 0.0102793 0.0050688 -1.779324e+04 368.110590 3 8
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1469 0.0056930 -1.100427e+04 263.182389 0.0354623 2000-2009 –> 2010-2019 0.0106077 0.0049147 -1.758529e+04 622.041732 4 6
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1469 0.0057516 -1.097419e+04 158.003021 0.0360955 2000-2009 –> 2010-2019 0.0106618 0.0049103 -1.755674e+04 409.178934 5 6
N_Pacific (28.1,28.2] 3 cstar_tref ~ sal + nitrate + phosphate_star 1469 0.0064779 -1.062682e+04 157.903461 0.0392291 2000-2009 –> 2010-2019 0.0128355 0.0063577 -1.677426e+04 406.003693 7 13
N_Pacific (28.1,28.2] 3 cstar_tref ~ sal + oxygen + phosphate_star 1469 0.0061022 -1.080234e+04 144.902296 0.0340241 2000-2009 –> 2010-2019 0.0128667 0.0067645 -1.684483e+04 365.891580 6 13
N_Pacific (28.1,28.2] 3 cstar_tref ~ temp + nitrate + phosphate_star 1469 0.0123392 -8.733595e+03 3.158852 0.0487274 2000-2009 –> 2010-2019 0.0214735 0.0091343 -1.426790e+04 7.625224 12 20
N_Pacific (28.1,28.2] 3 cstar_tref ~ aou + nitrate + phosphate_star 1469 0.0123196 -8.738255e+03 117.404765 0.0492212 2000-2009 –> 2010-2019 0.0214847 0.0091650 -1.426688e+04 210.354803 11 20
N_Pacific (28.1,28.2] 3 cstar_tref ~ temp + aou + phosphate_star 1469 0.0121947 -8.768196e+03 3.357158 0.0543078 2000-2009 –> 2010-2019 0.0219053 0.0097105 -1.419900e+04 7.857357 8 18
Pacific (-Inf,26] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 3141 7.6375074 2.169953e+04 73.455598 126.0791681 1982-1999 –> 2000-2009 16.1909494 8.5534420 3.270883e+04 174.120605 1 2
Pacific (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 3141 7.7495116 2.178898e+04 70.084920 110.2217563 1982-1999 –> 2000-2009 16.3665537 8.6170420 3.281913e+04 169.735393 2 4
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3141 8.1243769 2.208774e+04 55.036611 130.1163681 1982-1999 –> 2000-2009 17.1106435 8.9862666 3.324928e+04 107.207269 3 7
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3141 8.2210634 2.216206e+04 54.330685 124.9627206 1982-1999 –> 2000-2009 17.1801715 8.9591081 3.331426e+04 108.998639 4 7
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 3141 8.3763999 2.227765e+04 28.835062 105.4556132 1982-1999 –> 2000-2009 17.3806182 9.0042184 3.344334e+04 54.730640 5 10
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 3141 8.8676234 2.263765e+04 53.393104 121.1521985 1982-1999 –> 2000-2009 18.3697453 9.5021220 3.397133e+04 105.584470 6 12
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + nitrate 3141 9.1068507 2.280288e+04 26.010945 95.3703289 1982-1999 –> 2000-2009 18.6219339 9.5150832 3.413876e+04 50.853730 7 14
Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate 3141 10.2028142 2.351674e+04 54.330516 130.1954994 1982-1999 –> 2000-2009 20.1847446 9.9819305 3.500035e+04 105.652428 8 17
Pacific (-Inf,26] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 3141 10.2774588 2.356254e+04 86.455621 130.2798162 1982-1999 –> 2000-2009 20.2097370 9.9322781 3.503076e+04 177.339147 11 19
Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 3141 10.2064028 2.351895e+04 54.864844 129.6907996 1982-1999 –> 2000-2009 20.2114229 10.0050201 3.500968e+04 104.721259 9 19
Pacific (-Inf,26] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 4690 8.1048142 3.295090e+04 89.195193 135.7672329 2000-2009 –> 2010-2019 15.7423215 7.6375074 5.465043e+04 162.650791 1 2
Pacific (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 4690 8.1182438 3.296443e+04 80.711936 143.3845114 2000-2009 –> 2010-2019 15.8677554 7.7495116 5.475341e+04 150.796856 2 4
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4690 8.6304171 3.354029e+04 89.004050 142.6343202 2000-2009 –> 2010-2019 16.7547940 8.1243769 5.562803e+04 144.040662 4 7
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4690 8.6211333 3.353019e+04 89.360006 134.0412532 2000-2009 –> 2010-2019 16.8421967 8.2210634 5.569225e+04 143.690691 3 7
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 4690 8.6311326 3.353907e+04 39.152088 140.8303121 2000-2009 –> 2010-2019 17.0075325 8.3763999 5.581672e+04 67.987150 5 10
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 4690 9.3198395 3.426117e+04 88.431910 129.5699292 2000-2009 –> 2010-2019 18.1874629 8.8676234 5.689882e+04 141.825014 6 12
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + nitrate 4690 9.3198939 3.425922e+04 36.615015 130.0968723 2000-2009 –> 2010-2019 18.4267446 9.1068507 5.706210e+04 62.625960 7 14
Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate 4690 9.9574468 3.487989e+04 89.243974 143.3570827 2000-2009 –> 2010-2019 20.1602610 10.2028142 5.839664e+04 143.574490 9 17
Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 4690 9.9637438 3.488582e+04 88.996578 145.2828838 2000-2009 –> 2010-2019 20.1701466 10.2064028 5.840478e+04 143.861423 11 20
Pacific (-Inf,26] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 4690 9.9352418 3.485895e+04 123.310196 144.3098033 2000-2009 –> 2010-2019 20.2127007 10.2774588 5.842149e+04 209.765818 8 19
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1908 7.1849379 1.295377e+04 47.712477 22.3766729 1982-1999 –> 2000-2009 15.1456878 7.9607500 2.110754e+04 81.328589 1 3
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1908 7.2167528 1.297063e+04 22.412613 22.1755806 1982-1999 –> 2000-2009 15.1748578 7.9581051 2.112362e+04 39.889477 2 3
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1908 7.2955302 1.301206e+04 101.559427 22.1596564 1982-1999 –> 2000-2009 15.2576002 7.9620699 2.116621e+04 213.834273 3 6
Pacific (26,26.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1908 7.5448124 1.314027e+04 668.484913 21.5090086 1982-1999 –> 2000-2009 15.5225457 7.9777332 2.129900e+04 1361.308267 4 8
Pacific (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1908 8.6882488 1.367675e+04 47.273530 28.0055937 1982-1999 –> 2000-2009 16.7082632 8.0200144 2.184580e+04 80.828909 5 10
Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1908 8.7837420 1.371847e+04 21.171339 28.2361967 1982-1999 –> 2000-2009 16.8140928 8.0303508 2.189051e+04 38.632423 6 12
Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1908 8.9554927 1.379236e+04 99.938343 28.7729864 1982-1999 –> 2000-2009 17.0149726 8.0594799 2.197285e+04 212.204284 7 14
Pacific (26,26.5] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 1908 9.0932568 1.385062e+04 366.925439 29.5978453 1982-1999 –> 2000-2009 17.1801707 8.0869139 2.203902e+04 783.811091 10 18
Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1908 9.0833247 1.384645e+04 21.068573 28.4879827 1982-1999 –> 2000-2009 17.9462321 8.8629073 2.224834e+04 32.880762 8 19
Pacific (26,26.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1908 9.0840885 1.384677e+04 38.742556 28.4377744 1982-1999 –> 2000-2009 17.9490513 8.8649628 2.224920e+04 60.935451 9 22
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2147 8.2339210 1.515980e+04 17.832327 34.6576299 2000-2009 –> 2010-2019 15.4188589 7.1849379 2.811357e+04 46.333265 2 3
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2147 8.2309169 1.515823e+04 17.789465 34.0985757 2000-2009 –> 2010-2019 15.4476696 7.2167528 2.812886e+04 40.202079 1 3
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2147 8.2509397 1.516867e+04 72.980851 33.2730231 2000-2009 –> 2010-2019 15.5464700 7.2955302 2.818073e+04 174.540278 3 6
Pacific (26,26.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 2147 8.3641352 1.522718e+04 358.506420 33.3154651 2000-2009 –> 2010-2019 15.9089476 7.5448124 2.836745e+04 1026.991333 4 8
Pacific (26,26.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 2147 9.9105866 1.595366e+04 70.892248 41.8019885 2000-2009 –> 2010-2019 18.5988355 8.6882488 2.963041e+04 166.504877 5 10
Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2147 9.9789977 1.598319e+04 17.786070 41.4098717 2000-2009 –> 2010-2019 18.7627397 8.7837420 2.970166e+04 38.957409 6 12
Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2147 10.1061008 1.603754e+04 72.980156 41.1214243 2000-2009 –> 2010-2019 19.0615935 8.9554927 2.982990e+04 172.918499 9 16
Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 2147 10.0861781 1.602907e+04 69.258224 52.7693312 2000-2009 –> 2010-2019 19.1856629 9.0994848 2.988230e+04 167.354934 8 19
Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2147 10.1257700 1.604589e+04 16.941005 52.6728006 2000-2009 –> 2010-2019 19.2090947 9.0833247 2.989234e+04 38.009578 10 18
Pacific (26,26.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2147 10.1482249 1.605540e+04 34.007835 52.6280351 2000-2009 –> 2010-2019 19.2323134 9.0840885 2.990217e+04 72.750391 11 20
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1232 7.3557631 8.427137e+03 92.286905 36.8946806 1982-1999 –> 2000-2009 14.6661459 7.3103828 1.423514e+04 130.792055 1 2
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1232 7.3606228 8.428765e+03 72.484501 37.1902588 1982-1999 –> 2000-2009 14.6739132 7.3132904 1.423744e+04 107.699367 2 4
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1232 7.3710940 8.432267e+03 378.863112 37.8097912 1982-1999 –> 2000-2009 14.6943566 7.3232626 1.424326e+04 731.364082 3 6
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1232 7.3864331 8.435390e+03 14.669429 39.6733187 1982-1999 –> 2000-2009 14.7290225 7.3425894 1.424886e+04 22.432039 7 11
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1232 7.4035048 8.441078e+03 32.837903 39.9447401 1982-1999 –> 2000-2009 14.7667241 7.3632194 1.425932e+04 46.362368 19 24
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1232 7.4037767 8.441168e+03 54.969308 39.8970580 1982-1999 –> 2000-2009 14.7673032 7.3635264 1.425948e+04 74.029595 21 27
Pacific (26.5,26.75] 3 cstar_tref ~ sal + temp + phosphate_star 1232 7.4041132 8.439280e+03 14.641233 39.7493667 1982-1999 –> 2000-2009 14.7691003 7.3649871 1.425593e+04 22.402775 23 30
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1232 7.3945477 8.438095e+03 14.361647 40.1368707 1982-1999 –> 2000-2009 14.7703543 7.3758066 1.425924e+04 20.966722 10 19
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 1232 7.4060342 8.441920e+03 210.869345 40.1552510 1982-1999 –> 2000-2009 14.7728537 7.3668195 1.426099e+04 343.241491 25 33
Pacific (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1232 7.3813703 8.433700e+03 131.559109 38.8600371 1982-1999 –> 2000-2009 14.7747257 7.3933553 1.425888e+04 261.630757 4 19
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1490 11.4978314 1.152007e+04 59.593446 35.9832788 2000-2009 –> 2010-2019 18.8535945 7.3557631 1.994721e+04 151.880351 1 2
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1490 11.5106570 1.152339e+04 47.645350 35.9496272 2000-2009 –> 2010-2019 18.8712798 7.3606228 1.995216e+04 120.129850 2 4
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1490 11.5279792 1.152787e+04 266.501681 36.1015246 2000-2009 –> 2010-2019 18.8990731 7.3710940 1.996014e+04 645.364793 3 6
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1490 11.5555840 1.153300e+04 14.927499 37.1688676 2000-2009 –> 2010-2019 18.9525634 7.3969793 1.997191e+04 32.444502 4 17
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 1490 11.5598688 1.153410e+04 13.529327 37.1867756 2000-2009 –> 2010-2019 18.9564767 7.3966079 1.997289e+04 29.561855 5 17
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1490 11.5731210 1.153752e+04 12.111971 37.4108517 2000-2009 –> 2010-2019 18.9676687 7.3945477 1.997561e+04 26.473617 6 16
Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1490 11.5940283 1.154290e+04 506.067414 36.7406647 2000-2009 –> 2010-2019 18.9855018 7.3914734 1.997997e+04 1105.490707 7 16
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1490 11.6054764 1.154584e+04 12.724136 37.6690765 2000-2009 –> 2010-2019 18.9919095 7.3864331 1.998123e+04 27.393564 8 15
Pacific (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1490 11.6159414 1.154852e+04 10.813264 36.4230341 2000-2009 –> 2010-2019 18.9989410 7.3829996 1.998277e+04 22.387967 9 14
Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1490 11.6171127 1.154882e+04 63.887905 36.5233635 2000-2009 –> 2010-2019 19.0004396 7.3833269 1.998318e+04 133.224591 10 16
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1526 5.1507940 9.347289e+03 32.546207 22.4932907 1982-1999 –> 2000-2009 9.3795971 4.2288031 1.401876e+04 57.390425 1 2
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1526 5.1541908 9.349301e+03 27.800325 22.4662863 1982-1999 –> 2000-2009 9.3846404 4.2304496 1.402141e+04 49.654423 2 4
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1526 5.1605449 9.353061e+03 144.781760 22.4203919 1982-1999 –> 2000-2009 9.3937263 4.2331814 1.402622e+04 295.821952 3 6
Pacific (26.75,27] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1526 5.1686787 9.355868e+03 7.602570 23.1209694 1982-1999 –> 2000-2009 9.4040328 4.2353540 1.402786e+04 15.218043 6 10
Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1526 5.1723907 9.358059e+03 7.751343 23.1018439 1982-1999 –> 2000-2009 9.4084673 4.2360765 1.403033e+04 14.789436 9 14
Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1526 5.1789038 9.361899e+03 64.352317 23.0644968 1982-1999 –> 2000-2009 9.4165486 4.2376448 1.403478e+04 135.353139 11 17
Pacific (26.75,27] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1526 5.2025969 9.375830e+03 350.464894 22.9503216 1982-1999 –> 2000-2009 9.4501807 4.2475838 1.405252e+04 763.892777 14 21
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + phosphate 1526 5.1635848 9.352858e+03 94.319932 22.3612078 1982-1999 –> 2000-2009 9.5473843 4.3837994 1.408094e+04 163.969603 4 14
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1526 5.1659998 9.354286e+03 15.140098 22.3417739 1982-1999 –> 2000-2009 9.5497371 4.3837373 1.408234e+04 25.566778 5 13
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 1526 5.1707901 9.357114e+03 91.450343 22.3067419 1982-1999 –> 2000-2009 9.5545322 4.3837422 1.408517e+04 158.566261 7 16
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2123 5.9383034 1.360274e+04 19.722009 23.2121460 2000-2009 –> 2010-2019 11.0890974 5.1507940 2.295003e+04 52.268216 1 2
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2123 5.9425974 1.360581e+04 16.955740 23.1967679 2000-2009 –> 2010-2019 11.0967882 5.1541908 2.295511e+04 44.756065 3 5
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + phosphate 2123 5.9390951 1.360130e+04 46.433677 22.9863586 2000-2009 –> 2010-2019 11.1026800 5.1635848 2.295416e+04 140.753610 2 6
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2123 5.9432204 1.360425e+04 8.192610 22.9964536 2000-2009 –> 2010-2019 11.1092202 5.1659998 2.295854e+04 23.332708 4 9
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2123 5.9515712 1.361221e+04 86.265178 23.1549666 2000-2009 –> 2010-2019 11.1121161 5.1605449 2.296527e+04 231.046938 7 10
Pacific (26.75,27] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 2123 5.9463392 1.360648e+04 7.745888 22.8534322 2000-2009 –> 2010-2019 11.1150179 5.1686787 2.296235e+04 15.348458 5 11
Pacific (26.75,27] 3 cstar_tref ~ temp + oxygen + phosphate 2123 5.9466767 1.360472e+04 34.567329 22.9813152 2000-2009 –> 2010-2019 11.1181276 5.1714508 2.296022e+04 91.883512 6 14
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 2123 5.9519626 1.361049e+04 45.974585 22.9963754 2000-2009 –> 2010-2019 11.1227527 5.1707901 2.296761e+04 137.424928 9 16
Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2123 5.9517105 1.361031e+04 7.683259 22.8116762 2000-2009 –> 2010-2019 11.1241013 5.1723907 2.296837e+04 15.434603 8 17
Pacific (26.75,27] 3 cstar_tref ~ temp + aou + phosphate_star 2123 5.9523764 1.360879e+04 2.967379 22.9908843 2000-2009 –> 2010-2019 11.1269496 5.1745732 2.296613e+04 7.807389 10 20
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2000 3.1205684 1.024181e+04 20.382993 14.8028776 1982-1999 –> 2000-2009 5.6340269 2.5134585 1.559238e+04 32.277270 1 2
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2000 3.1219799 1.024362e+04 20.369361 14.7995297 1982-1999 –> 2000-2009 5.6361436 2.5141638 1.559483e+04 31.318531 3 5
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2000 3.1230076 1.024494e+04 167.596113 14.7923914 1982-1999 –> 2000-2009 5.6375890 2.5145813 1.559652e+04 291.376855 5 8
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2000 3.1208681 1.024020e+04 5.370400 14.8437266 1982-1999 –> 2000-2009 5.6547690 2.5339010 1.560723e+04 8.764218 2 9
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2000 3.1223474 1.024209e+04 5.443548 14.8447478 1982-1999 –> 2000-2009 5.6568511 2.5345037 1.560967e+04 8.850944 4 14
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 2000 3.1235090 1.024358e+04 61.537472 14.8451483 1982-1999 –> 2000-2009 5.6579820 2.5344731 1.561113e+04 95.169875 6 15
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 2000 3.1330407 1.025577e+04 11.686369 14.6464930 1982-1999 –> 2000-2009 5.6585346 2.5254939 1.561523e+04 14.345211 7 11
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 2000 3.1341709 1.025721e+04 11.686751 14.6450400 1982-1999 –> 2000-2009 5.6603387 2.5261678 1.561728e+04 14.230126 8 13
Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + nitrate 2000 3.1470184 1.027358e+04 548.405244 14.6641929 1982-1999 –> 2000-2009 5.6807125 2.5336940 1.564042e+04 869.776100 10 16
Pacific (27,27.25] 3 cstar_tref ~ sal + temp + oxygen 2000 3.1471847 1.027179e+04 1.810850 14.8742849 1982-1999 –> 2000-2009 5.6812615 2.5340768 1.563698e+04 3.947900 11 19
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 2715 3.5475321 1.459459e+04 111.910587 14.3134555 2000-2009 –> 2010-2019 6.6681005 3.1205684 2.483640e+04 278.184575 1 2
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2715 3.5487613 1.459647e+04 16.831193 14.3149734 2000-2009 –> 2010-2019 6.6707411 3.1219799 2.484009e+04 37.200553 2 5
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 2715 3.5509282 1.459778e+04 3.808975 14.1961311 2000-2009 –> 2010-2019 6.6717963 3.1208681 2.483798e+04 9.179375 4 6
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2715 3.5505628 1.459922e+04 110.779031 14.3143583 2000-2009 –> 2010-2019 6.6735704 3.1230076 2.484416e+04 278.375144 3 8
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2715 3.5520523 1.459950e+04 3.929862 14.1992601 2000-2009 –> 2010-2019 6.6743997 3.1223474 2.484159e+04 9.373410 5 9
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 2715 3.5536812 1.460199e+04 37.439184 14.2013701 2000-2009 –> 2010-2019 6.6771902 3.1235090 2.484557e+04 98.976656 6 12
Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + phosphate 2715 3.5644789 1.461846e+04 568.033836 14.2388744 2000-2009 –> 2010-2019 6.7054160 3.1409371 2.488430e+04 1414.509210 7 16
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 2715 3.6863466 1.480101e+04 9.742705 14.5738881 2000-2009 –> 2010-2019 6.8193872 3.1330407 2.505678e+04 21.429075 8 15
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 2715 3.6872118 1.480228e+04 9.741946 14.5740774 2000-2009 –> 2010-2019 6.8213827 3.1341709 2.505950e+04 21.428697 9 17
Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + nitrate 2715 3.6927722 1.481047e+04 442.656325 14.5923055 2000-2009 –> 2010-2019 6.8397907 3.1470184 2.508404e+04 991.061570 12 22
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2804 1.5151391 1.030157e+04 209.441447 6.7776413 1982-1999 –> 2000-2009 2.9097113 1.3945722 1.583989e+04 293.249049 1 2
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2804 1.5165764 1.030689e+04 39.713390 6.7712342 1982-1999 –> 2000-2009 2.9117401 1.3951637 1.584654e+04 46.375084 2 4
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2804 1.5172651 1.030944e+04 39.770233 6.7696052 1982-1999 –> 2000-2009 2.9126907 1.3954256 1.584968e+04 46.461226 3 6
Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2804 1.5298207 1.035365e+04 8.839921 6.4950078 1982-1999 –> 2000-2009 2.9275910 1.3977703 1.589719e+04 11.016209 5 12
Pacific (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 2804 1.5356327 1.037492e+04 6.535467 6.4564481 1982-1999 –> 2000-2009 2.9314418 1.3958091 1.591403e+04 8.775387 6 10
Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2804 1.5183967 1.031162e+04 42.048589 6.6468924 1982-1999 –> 2000-2009 2.9350053 1.4166086 1.589738e+04 74.160007 4 15
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate 2804 1.5559642 1.044868e+04 45.063579 6.5496225 1982-1999 –> 2000-2009 2.9531848 1.3972206 1.599098e+04 69.470897 7 12
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2804 1.5568050 1.045171e+04 2.509295 6.5447426 1982-1999 –> 2000-2009 2.9545566 1.3977515 1.599520e+04 4.555119 8 14
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2804 1.5570988 1.045277e+04 2.023682 6.5444841 1982-1999 –> 2000-2009 2.9550973 1.3979984 1.599682e+04 4.073779 9 17
Pacific (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + phosphate 2804 1.5583082 1.045712e+04 419.199211 6.5597194 1982-1999 –> 2000-2009 2.9568997 1.3985915 1.600251e+04 704.049143 10 19
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3535 1.5830211 1.329339e+04 166.963009 6.9222922 2000-2009 –> 2010-2019 3.0981602 1.5151391 2.359497e+04 376.404457 1 2
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3535 1.5833454 1.329484e+04 30.531286 6.9191272 2000-2009 –> 2010-2019 3.0999218 1.5165764 2.360173e+04 70.244676 2 4
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 3535 1.5835312 1.329567e+04 30.580595 6.9178112 2000-2009 –> 2010-2019 3.1007962 1.5172651 2.360511e+04 70.350827 3 6
Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 3535 1.5868287 1.330838e+04 32.749897 7.0501266 2000-2009 –> 2010-2019 3.1052254 1.5183967 2.362000e+04 74.798486 6 10
Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 3535 1.5838989 1.329531e+04 6.731946 6.9608022 2000-2009 –> 2010-2019 3.1137196 1.5298207 2.364897e+04 15.571867 5 10
Pacific (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 3535 1.5835896 1.329393e+04 4.804049 6.9307147 2000-2009 –> 2010-2019 3.1192223 1.5356327 2.366885e+04 11.339516 4 10
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate 3535 1.5869434 1.330889e+04 31.846395 6.8819756 2000-2009 –> 2010-2019 3.1429076 1.5559642 2.375757e+04 76.909974 7 14
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3535 1.5871621 1.330986e+04 2.439910 6.8796882 2000-2009 –> 2010-2019 3.1439671 1.5568050 2.376157e+04 4.949204 8 16
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 3535 1.5872867 1.331042e+04 2.440597 6.8789273 2000-2009 –> 2010-2019 3.1443856 1.5570988 2.376319e+04 4.950276 9 18
Pacific (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 3535 1.5881882 1.331443e+04 362.888352 6.8834024 2000-2009 –> 2010-2019 3.1464963 1.5583082 2.377155e+04 810.024342 10 20
Pacific (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 2863 0.9331505 7.742667e+03 810.642956 3.5217516 1982-1999 –> 2000-2009 1.8452201 0.9120696 1.208767e+04 1211.137971 1 2
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2863 0.9332462 7.743254e+03 180.590802 3.5277836 1982-1999 –> 2000-2009 1.8472957 0.9140495 1.209533e+04 253.577567 2 4
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2863 0.9333043 7.743611e+03 50.705034 3.5289844 1982-1999 –> 2000-2009 1.8479095 0.9146052 1.209767e+04 61.850971 3 6
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2863 0.9333592 7.743948e+03 51.030945 3.5299087 1982-1999 –> 2000-2009 1.8483568 0.9149976 1.209941e+04 62.216434 4 8
Pacific (27.5,27.75] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 2863 0.9749388 7.991513e+03 750.017523 3.9520089 1982-1999 –> 2000-2009 1.8956044 0.9206656 1.236513e+04 1116.425509 5 10
Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2863 0.9922602 8.092351e+03 127.391184 4.1304030 1982-1999 –> 2000-2009 1.9244098 0.9321496 1.250643e+04 180.190704 10 16
Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2863 0.9973717 8.121772e+03 46.766761 4.1761728 1982-1999 –> 2000-2009 1.9332688 0.9358972 1.254895e+04 57.159044 11 18
Pacific (27.5,27.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2863 1.0007732 8.141267e+03 47.371045 4.2061359 1982-1999 –> 2000-2009 1.9391454 0.9383722 1.257706e+04 57.834925 12 20
Pacific (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + phosphate 2863 0.9768824 8.002917e+03 197.733616 3.5076135 1982-1999 –> 2000-2009 1.9944152 1.0175328 1.270306e+04 310.266271 6 15
Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 2863 0.9812813 8.028643e+03 64.502905 3.5101825 1982-1999 –> 2000-2009 2.0065662 1.0252848 1.275356e+04 95.659329 7 17
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 3940 0.8546457 9.957538e+03 190.391266 3.7551904 2000-2009 –> 2010-2019 1.7880050 0.9333592 1.770149e+04 376.335270 1 5
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3940 0.8547199 9.958221e+03 50.695342 3.7549165 2000-2009 –> 2010-2019 1.7880242 0.9333043 1.770183e+04 101.400376 2 5
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3940 0.8548259 9.959199e+03 181.815692 3.7544195 2000-2009 –> 2010-2019 1.7880720 0.9332462 1.770245e+04 362.406495 3 5
Pacific (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 3940 0.8555317 9.965702e+03 943.583179 3.7525846 2000-2009 –> 2010-2019 1.7886822 0.9331505 1.770837e+04 1754.226136 4 5
Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 3940 0.8653128 1.005328e+04 208.424257 3.6835705 2000-2009 –> 2010-2019 1.8421952 0.9768824 1.805620e+04 406.157873 5 11
Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 3940 0.8669284 1.006798e+04 53.321224 3.6773193 2000-2009 –> 2010-2019 1.8482097 0.9812813 1.809662e+04 117.824130 6 13
Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3940 0.8672528 1.007093e+04 2.692175 3.6756414 2000-2009 –> 2010-2019 1.8493761 0.9821233 1.810448e+04 5.231126 7 15
Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 3940 0.8674722 1.007292e+04 2.109170 3.6748764 2000-2009 –> 2010-2019 1.8501115 0.9826393 1.810948e+04 4.161823 8 17
Pacific (27.5,27.75] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 3940 0.9495155 1.078503e+04 897.538986 4.7600564 2000-2009 –> 2010-2019 1.9244543 0.9749388 1.877654e+04 1647.556509 9 14
Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 3940 0.9743292 1.098831e+04 151.101549 4.8894406 2000-2009 –> 2010-2019 1.9665893 0.9922602 1.908066e+04 278.492733 10 20
Pacific (27.75,27.85] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 1602 0.5980617 2.913227e+03 676.213085 2.8045221 1982-1999 –> 2000-2009 1.2135810 0.6155192 4.335170e+03 1055.239477 1 5
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1602 0.5985011 2.915580e+03 495.566266 2.8092188 1982-1999 –> 2000-2009 1.2139735 0.6154724 4.337408e+03 625.950753 2 5
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1602 0.5987420 2.916869e+03 513.385194 2.8124876 1982-1999 –> 2000-2009 1.2141975 0.6154556 4.338656e+03 603.500983 3 5
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1602 0.5987838 2.917093e+03 512.943124 2.8127098 1982-1999 –> 2000-2009 1.2142369 0.6154531 4.338874e+03 603.185736 4 5
Pacific (27.75,27.85] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 1602 0.5994457 2.918632e+03 473.720054 2.8368401 1982-1999 –> 2000-2009 1.2229147 0.6234690 4.357928e+03 805.013730 5 13
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 1602 0.5997805 2.920421e+03 164.802147 2.8405830 1982-1999 –> 2000-2009 1.2230072 0.6232267 4.359130e+03 246.796236 6 13
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1602 0.5999513 2.921334e+03 1.961229 2.8427427 1982-1999 –> 2000-2009 1.2230673 0.6231161 4.359775e+03 3.991720 7 13
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1602 0.5999996 2.921592e+03 1.911335 2.8432952 1982-1999 –> 2000-2009 1.2230817 0.6230821 4.359951e+03 4.069655 8 13
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1602 0.6036119 2.940823e+03 1.918155 2.7495845 1982-1999 –> 2000-2009 1.2438413 0.6402294 4.420122e+03 4.035690 9 18
Pacific (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1602 0.6678483 3.264843e+03 496.724385 2.9993748 1982-1999 –> 2000-2009 1.3981376 0.7302893 4.942616e+03 583.790545 10 20
Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2105 0.5171144 3.211273e+03 814.016055 2.2145657 2000-2009 –> 2010-2019 1.1151761 0.5980617 6.124500e+03 1490.229139 1 2
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2105 0.5178593 3.217334e+03 666.397327 2.2207327 2000-2009 –> 2010-2019 1.1163604 0.5985011 6.132913e+03 1161.963594 2 4
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2105 0.5183879 3.221628e+03 703.743803 2.2266439 2000-2009 –> 2010-2019 1.1171298 0.5987420 6.138497e+03 1217.128997 3 6
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 2105 0.5184631 3.222239e+03 667.019177 2.2266553 2000-2009 –> 2010-2019 1.1172469 0.5987838 6.139332e+03 1162.250205 4 8
Pacific (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + phosphate 2105 0.5186515 3.221769e+03 827.309318 2.2559476 2000-2009 –> 2010-2019 1.1180972 0.5994457 6.140401e+03 1662.132018 5 10
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 2105 0.5193269 3.227247e+03 160.698394 2.2615274 2000-2009 –> 2010-2019 1.1191073 0.5997805 6.147669e+03 325.500541 6 12
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2105 0.5197627 3.230779e+03 1.758286 2.2657664 2000-2009 –> 2010-2019 1.1197140 0.5999513 6.152113e+03 3.719514 7 14
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 2105 0.5198739 3.231680e+03 1.758312 2.2667954 2000-2009 –> 2010-2019 1.1198735 0.5999996 6.153272e+03 3.719559 8 16
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2105 0.5215917 3.245567e+03 1.675042 2.1790770 2000-2009 –> 2010-2019 1.1252035 0.6036119 6.186391e+03 3.593197 9 18
Pacific (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 2105 0.6343040 4.069226e+03 664.104723 2.6304864 2000-2009 –> 2010-2019 1.3021523 0.6678483 7.334069e+03 1141.486884 10 20
Pacific (27.85,27.95] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 2105 0.4330733 2.464600e+03 700.358648 2.6727004 1982-1999 –> 2000-2009 0.8906380 0.4575647 3.765545e+03 1181.360399 1 2
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2105 0.4341391 2.474948e+03 399.783362 2.6786628 1982-1999 –> 2000-2009 0.8922697 0.4581306 3.778390e+03 663.526650 2 5
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2105 0.4342563 2.476085e+03 398.256878 2.6797366 1982-1999 –> 2000-2009 0.8924241 0.4581678 3.779691e+03 661.012118 3 7
Pacific (27.85,27.95] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 2105 0.4355346 2.486459e+03 574.482101 2.7541942 1982-1999 –> 2000-2009 0.8931538 0.4576193 3.785645e+03 952.755859 4 6
Pacific (27.85,27.95] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 2105 0.4417194 2.545823e+03 395.962341 2.8224090 1982-1999 –> 2000-2009 0.9007138 0.4589944 3.851070e+03 659.141688 5 10
Pacific (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2105 0.4424645 2.552918e+03 392.365157 2.8315994 1982-1999 –> 2000-2009 0.9016254 0.4591609 3.858898e+03 653.968361 6 12
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2105 0.4608594 2.724403e+03 4.301834 2.9005495 1982-1999 –> 2000-2009 0.9309252 0.4700657 4.077796e+03 8.719442 7 14
Pacific (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate_star 2105 0.4640112 2.751097e+03 1.319651 2.9829679 1982-1999 –> 2000-2009 0.9342507 0.4702395 4.103236e+03 2.805460 8 16
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2105 0.4998147 3.066021e+03 4.110047 2.9922842 1982-1999 –> 2000-2009 1.0079727 0.5081580 4.576812e+03 7.915076 9 21
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2105 0.4998417 3.066248e+03 3.874354 2.9921243 1982-1999 –> 2000-2009 1.0080561 0.5082145 4.577263e+03 7.695394 10 23
Pacific (27.85,27.95] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 3015 0.5117574 4.530675e+03 720.236774 3.0426686 2000-2009 –> 2010-2019 0.9448307 0.4330733 6.995275e+03 1420.595422 1 2
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 3015 0.5136626 4.553082e+03 451.509826 3.0490501 2000-2009 –> 2010-2019 0.9478017 0.4341391 7.028030e+03 851.293188 2 4
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3015 0.5138853 4.555696e+03 449.913652 3.0506358 2000-2009 –> 2010-2019 0.9481417 0.4342563 7.031781e+03 848.170530 3 6
Pacific (27.85,27.95] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 3015 0.5151164 4.568124e+03 638.557383 3.1115782 2000-2009 –> 2010-2019 0.9506509 0.4355346 7.054583e+03 1173.053056 4 8
Pacific (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 3015 0.5223046 4.651689e+03 451.358309 3.1588281 2000-2009 –> 2010-2019 0.9640240 0.4417194 7.197511e+03 847.320650 5 10
Pacific (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 3015 0.5232666 4.662784e+03 449.888808 3.1679604 2000-2009 –> 2010-2019 0.9657311 0.4424645 7.215702e+03 842.253965 6 12
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 3015 0.5390072 4.841501e+03 3.582601 3.2477600 2000-2009 –> 2010-2019 0.9998667 0.4608594 7.565904e+03 7.884435 7 14
Pacific (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate_star 3015 0.5458315 4.915366e+03 1.282541 3.3421450 2000-2009 –> 2010-2019 1.0098427 0.4640112 7.666463e+03 2.602191 8 16
Pacific (27.85,27.95] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 3015 0.5710028 5.189222e+03 372.406442 3.3319184 2000-2009 –> 2010-2019 1.0712818 0.5002790 8.259152e+03 772.021670 9 21
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 3015 0.5715301 5.194787e+03 305.737153 3.3351042 2000-2009 –> 2010-2019 1.0714057 0.4998756 8.261321e+03 606.926377 10 21
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 4204 0.3411989 2.903398e+03 773.535054 3.4252532 1982-1999 –> 2000-2009 0.6584669 0.3172681 4.244415e+03 1679.724540 1 2
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4204 0.3412794 2.905382e+03 711.095750 3.4217529 1982-1999 –> 2000-2009 0.6586699 0.3173906 4.248290e+03 1554.281293 2 4
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 4204 0.3420727 2.922904e+03 12.319445 3.3445458 1982-1999 –> 2000-2009 0.6610139 0.3189412 4.287683e+03 23.335675 3 6
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + phosphate 4204 0.3455593 3.008170e+03 232.408010 3.5988020 1982-1999 –> 2000-2009 0.6645726 0.3190133 4.374055e+03 506.209030 4 8
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 4204 0.3458111 3.014293e+03 12.071948 3.5994456 1982-1999 –> 2000-2009 0.6650630 0.3192519 4.383842e+03 23.517989 5 10
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 4204 0.3460586 3.020310e+03 227.283272 3.6003183 1982-1999 –> 2000-2009 0.6654392 0.3193806 4.391832e+03 490.271263 6 12
Pacific (27.95,28.05] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 4204 0.3471152 3.045943e+03 440.521645 3.6048597 1982-1999 –> 2000-2009 0.6675167 0.3204015 4.433095e+03 813.230560 7 14
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 4204 0.3564047 3.267999e+03 116.375474 3.7386177 1982-1999 –> 2000-2009 0.6784938 0.3220891 4.680883e+03 257.133904 8 16
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 4204 0.3567682 3.276570e+03 113.805632 3.7393863 1982-1999 –> 2000-2009 0.6791533 0.3223851 4.693954e+03 249.019465 9 18
Pacific (27.95,28.05] 4 cstar_tref ~ sal + oxygen + aou + nitrate 4204 0.3577584 3.299874e+03 297.921492 3.7441454 1982-1999 –> 2000-2009 0.6811365 0.3233781 4.732321e+03 555.859020 10 20
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4875 0.3796600 4.405980e+03 793.724431 2.8750188 2000-2009 –> 2010-2019 0.7209394 0.3412794 7.311361e+03 1504.820180 1 3
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 4875 0.3798364 4.410508e+03 792.238828 2.8788116 2000-2009 –> 2010-2019 0.7210353 0.3411989 7.313907e+03 1504.058873 2 3
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 4875 0.3864928 4.577892e+03 17.944351 3.1048112 2000-2009 –> 2010-2019 0.7285655 0.3420727 7.500796e+03 30.263796 3 6
Pacific (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 4875 0.3872216 4.596259e+03 585.960766 2.6755754 2000-2009 –> 2010-2019 0.7558945 0.3686729 8.148809e+03 1107.843946 4 15
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 4875 0.4112980 5.184386e+03 19.574007 3.3538866 2000-2009 –> 2010-2019 0.7568573 0.3455593 8.192556e+03 32.996640 6 10
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 4875 0.4114586 5.188193e+03 17.437640 3.3544849 2000-2009 –> 2010-2019 0.7572696 0.3458111 8.202486e+03 29.509588 7 12
Pacific (27.95,28.05] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 4875 0.3879692 4.615065e+03 595.275413 2.6747684 2000-2009 –> 2010-2019 0.7573254 0.3693562 8.183185e+03 1126.617227 5 17
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 4875 0.4117058 5.194050e+03 504.559975 3.3556432 2000-2009 –> 2010-2019 0.7577644 0.3460586 8.214360e+03 731.843247 8 14
Pacific (27.95,28.05] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 4875 0.4124024 5.210534e+03 819.867966 3.3597138 2000-2009 –> 2010-2019 0.7595177 0.3471152 8.256476e+03 1260.389611 9 16
Pacific (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate_star 4875 0.4167484 5.310742e+03 4.389149 2.9790077 2000-2009 –> 2010-2019 0.7939514 0.3772031 9.053616e+03 7.070010 10 23
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2522 0.2286438 -2.737488e+02 44.274967 1.0039534 1982-1999 –> 2000-2009 0.4415489 0.2129050 -6.231376e+02 85.315128 1 2
Pacific (28.05,28.1] 3 cstar_tref ~ temp + nitrate + phosphate_star 2522 0.2425078 2.118420e+01 2.814180 1.2415928 1982-1999 –> 2000-2009 0.4570939 0.2145861 -3.079948e+02 4.652995 7 9
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 2522 0.2365450 -1.023887e+02 48.925860 0.9430658 1982-1999 –> 2000-2009 0.4611348 0.2245898 -3.008928e+02 91.280661 2 5
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2522 0.2366024 -1.011655e+02 49.067683 0.9428322 1982-1999 –> 2000-2009 0.4612711 0.2246687 -2.986775e+02 91.538490 3 7
Pacific (28.05,28.1] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 2522 0.2367158 -9.874781e+01 667.011410 0.9433862 1982-1999 –> 2000-2009 0.4614359 0.2247201 -2.956139e+02 1152.265039 4 9
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 2522 0.2367523 -9.797147e+01 138.278732 0.9433777 1982-1999 –> 2000-2009 0.4615418 0.2247896 -2.939647e+02 283.468835 5 11
Pacific (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate 2522 0.2386974 -5.869919e+01 133.711317 0.9994345 1982-1999 –> 2000-2009 0.4697859 0.2310885 -1.786487e+02 269.090214 6 21
Pacific (28.05,28.1] 3 cstar_tref ~ oxygen + aou + phosphate_star 2522 0.2486146 1.466283e+02 546.077776 1.1531471 1982-1999 –> 2000-2009 0.4758876 0.2272730 -2.033741e+01 981.140986 8 17
Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate 2522 0.2486206 1.467494e+02 54.540989 1.1535224 1982-1999 –> 2000-2009 0.4759148 0.2272942 -1.995241e+01 115.822632 9 19
Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate_star 2522 0.2486778 1.479090e+02 2.204512 1.1552659 1982-1999 –> 2000-2009 0.4759275 0.2272497 -1.934564e+01 3.734117 10 18
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 3889 0.2119421 -1.018612e+03 52.047701 1.1542201 2000-2009 –> 2010-2019 0.4405860 0.2286438 -1.292361e+03 96.322669 1 2
Pacific (28.05,28.1] 3 cstar_tref ~ temp + nitrate + phosphate_star 3889 0.2135988 -9.600525e+02 2.063308 1.2165795 2000-2009 –> 2010-2019 0.4561066 0.2425078 -9.388683e+02 4.877488 2 9
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 3889 0.2254726 -5.372669e+02 53.391922 1.1236727 2000-2009 –> 2010-2019 0.4620176 0.2365450 -6.396556e+02 102.317782 3 5
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3889 0.2255686 -5.339555e+02 53.524489 1.1239666 2000-2009 –> 2010-2019 0.4621710 0.2366024 -6.351210e+02 102.592173 4 7
Pacific (28.05,28.1] 4 cstar_tref ~ sal + oxygen + aou + phosphate 3889 0.2257630 -5.272551e+02 614.719642 1.1239208 2000-2009 –> 2010-2019 0.4624789 0.2367158 -6.260029e+02 1260.413117 5 9
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 3889 0.2257632 -5.272487e+02 132.721405 1.1245083 2000-2009 –> 2010-2019 0.4625155 0.2367523 -6.252202e+02 271.000137 6 11
Pacific (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate 3889 0.2257633 -5.292475e+02 127.657578 1.1243441 2000-2009 –> 2010-2019 0.4644607 0.2386974 -5.879467e+02 261.368894 7 13
Pacific (28.05,28.1] 3 cstar_tref ~ temp + phosphate + phosphate_star 3889 0.2292681 -4.094253e+02 2.018922 1.1344379 2000-2009 –> 2010-2019 0.4779866 0.2487184 -2.606913e+02 4.728259 8 19
Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate_star 3889 0.2293421 -4.069156e+02 1.802851 1.1347942 2000-2009 –> 2010-2019 0.4780199 0.2486778 -2.590066e+02 4.007363 9 19
Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate 3889 0.2294451 -4.034251e+02 71.863639 1.1351794 2000-2009 –> 2010-2019 0.4780657 0.2486206 -2.566757e+02 126.404628 10 19
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 2887 0.0814574 -6.274362e+03 55.019714 0.6920633 1982-1999 –> 2000-2009 0.1675182 0.0860608 -9.138291e+03 111.248260 6 7
Pacific (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 2887 0.0815142 -6.270343e+03 322.751826 0.6912781 1982-1999 –> 2000-2009 0.1675972 0.0860830 -9.133553e+03 698.358912 7 10
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 2887 0.0815157 -6.270236e+03 55.067209 0.6912707 1982-1999 –> 2000-2009 0.1675984 0.0860828 -9.133454e+03 111.346277 8 10
Pacific (28.1,28.2] 3 cstar_tref ~ sal + oxygen + nitrate 2887 0.0816960 -6.259474e+03 55.039459 0.6941044 1982-1999 –> 2000-2009 0.1677995 0.0861034 -9.124024e+03 110.604074 9 13
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 2887 0.0811553 -6.295818e+03 65.002236 0.6949944 1982-1999 –> 2000-2009 0.1730482 0.0918929 -8.977331e+03 130.714254 1 6
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2887 0.0811772 -6.294260e+03 6.987590 0.6942824 1982-1999 –> 2000-2009 0.1730768 0.0918996 -8.975571e+03 21.755571 2 8
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate 2887 0.0811802 -6.294050e+03 65.062370 0.6941973 1982-1999 –> 2000-2009 0.1730808 0.0919006 -8.975328e+03 130.837569 3 10
Pacific (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 2887 0.0811808 -6.294001e+03 289.543581 0.6941723 1982-1999 –> 2000-2009 0.1730820 0.0919012 -8.975263e+03 624.849812 4 12
Pacific (28.1,28.2] 3 cstar_tref ~ sal + oxygen + phosphate 2887 0.0813712 -6.282481e+03 65.062370 0.6910093 1982-1999 –> 2000-2009 0.1738925 0.0925213 -8.947034e+03 129.661197 5 14
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2887 0.0821733 -6.223841e+03 7.808911 0.6941177 1982-1999 –> 2000-2009 0.1754135 0.0932402 -8.864861e+03 25.049310 10 20
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 3205 0.0751713 -7.481590e+03 71.655090 0.6518521 2000-2009 –> 2010-2019 0.1563266 0.0811553 -1.377741e+04 136.657327 1 2
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3205 0.0751950 -7.479568e+03 6.603271 0.6508584 2000-2009 –> 2010-2019 0.1563723 0.0811772 -1.377383e+04 13.590862 2 4
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 3205 0.0751980 -7.479320e+03 6.797400 0.6507485 2000-2009 –> 2010-2019 0.1563781 0.0811802 -1.377337e+04 14.106991 3 6
Pacific (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 3205 0.0751983 -7.479294e+03 225.444336 0.6507260 2000-2009 –> 2010-2019 0.1563791 0.0811808 -1.377330e+04 514.987917 4 8
Pacific (28.1,28.2] 3 cstar_tref ~ sal + oxygen + phosphate 3205 0.0752372 -7.477974e+03 71.260881 0.6479002 2000-2009 –> 2010-2019 0.1566084 0.0813712 -1.376045e+04 136.323251 5 10
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 3205 0.0754956 -7.454002e+03 7.264668 0.6519038 2000-2009 –> 2010-2019 0.1576689 0.0821733 -1.367784e+04 15.073579 6 16
Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 3205 0.0755389 -7.450320e+03 246.602688 0.6505084 2000-2009 –> 2010-2019 0.1579666 0.0824277 -1.365631e+04 579.947500 7 18
Pacific (28.1,28.2] 3 cstar_tref ~ sal + nitrate + phosphate_star 3205 0.0755653 -7.450086e+03 6.021031 0.6481015 2000-2009 –> 2010-2019 0.1580573 0.0824920 -1.365357e+04 12.434313 8 20
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 3205 0.0781455 -7.232868e+03 60.172038 0.6385407 2000-2009 –> 2010-2019 0.1596029 0.0814574 -1.350723e+04 115.191752 9 15
Pacific (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 3205 0.0781973 -7.228616e+03 283.211770 0.6375892 2000-2009 –> 2010-2019 0.1597115 0.0815142 -1.349896e+04 605.963596 10 17
SO (-Inf,26] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 16 0.6440885 4.332862e+01 46.706750 1.8570951 1982-1999 –> 2000-2009 1.9516564 1.3075679 1.228129e+02 181.044436 4 5
SO (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 16 0.6915633 4.560442e+01 41.596618 1.9684407 1982-1999 –> 2000-2009 2.1506003 1.4590370 1.294730e+02 96.632596 5 7
SO (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 16 0.3156921 2.051042e+01 174.851180 0.9251773 1982-1999 –> 2000-2009 2.1608767 1.8451846 1.137711e+02 361.392277 1 7
SO (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 16 0.6956891 4.579476e+01 40.179871 1.8579935 1982-1999 –> 2000-2009 2.1615914 1.4659022 1.298511e+02 110.371088 6 9
SO (-Inf,26] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 16 0.4150215 2.926444e+01 380.187104 0.8485609 1982-1999 –> 2000-2009 2.2723713 1.8573497 1.227880e+02 538.663487 2 9
SO (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 16 0.7464536 4.804853e+01 34.329823 2.0433317 1982-1999 –> 2000-2009 2.3622957 1.6158421 1.360003e+02 103.790155 8 12
SO (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + phosphate 16 0.7602418 4.863423e+01 34.636810 2.0719547 1982-1999 –> 2000-2009 2.4155668 1.6553250 1.375517e+02 105.959976 9 14
SO (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate 16 0.5524679 3.841851e+01 299.292663 1.2155529 1982-1999 –> 2000-2009 2.4474345 1.8949666 1.327441e+02 453.046421 3 11
SO (-Inf,26] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 16 0.7390227 4.772838e+01 307.190102 1.6241653 1982-1999 –> 2000-2009 2.6716345 1.9326118 1.428408e+02 450.562226 7 16
SO (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 16 0.9092343 5.436115e+01 37.737897 2.7368010 1982-1999 –> 2000-2009 3.0528131 2.1435787 1.536178e+02 134.614572 10 20
SO (-Inf,26] 3 cstar_tref ~ sal + temp + phosphate_star 6 0.0852939 -2.512563e+00 418.948559 0.1471610 2000-2009 –> 2010-2019 1.2633292 1.1780353 5.813661e+01 438.661332 10 11
SO (-Inf,26] 3 cstar_tref ~ temp + nitrate + phosphate_star 6 0.1719157 5.898247e+00 7.429030 0.2344406 2000-2009 –> 2010-2019 1.4945620 1.3226464 7.025259e+01 16.513793 22 24
SO (-Inf,26] 3 cstar_tref ~ temp + oxygen + phosphate_star 6 0.1604263 5.068213e+00 6.476831 0.2195516 2000-2009 –> 2010-2019 1.7065472 1.5461209 7.441822e+01 14.845956 19 22
SO (-Inf,26] 3 cstar_tref ~ temp + aou + phosphate_star 6 0.1614550 5.144914e+00 6.474366 0.2206819 2000-2009 –> 2010-2019 1.8172858 1.6558309 7.668864e+01 11.129626 20 24
SO (-Inf,26] 3 cstar_tref ~ temp + aou + phosphate 6 0.1649283 5.400328e+00 62.318349 0.2236554 2000-2009 –> 2010-2019 2.1253660 1.9604378 8.234773e+01 68.725732 21 26
SO (-Inf,26] 3 cstar_tref ~ oxygen + aou + phosphate_star 6 0.1726802 5.951494e+00 20.140244 0.2327171 2000-2009 –> 2010-2019 2.3336896 2.1610094 8.601594e+01 24.738876 23 29
SO (-Inf,26] 3 cstar_tref ~ temp + oxygen + nitrate 6 0.1209031 1.674076e+00 52.411733 0.1745967 2000-2009 –> 2010-2019 2.4934472 2.3725440 8.472692e+01 67.642224 16 23
SO (-Inf,26] 3 cstar_tref ~ temp + aou + nitrate 6 0.1255991 2.131343e+00 63.951396 0.1795341 2000-2009 –> 2010-2019 2.9650763 2.8394772 9.093321e+01 73.647499 17 26
SO (-Inf,26] 3 cstar_tref ~ oxygen + aou + nitrate 6 0.1340947 2.916750e+00 52.180988 0.1898810 2000-2009 –> 2010-2019 3.1498065 3.0157118 9.364553e+01 58.898671 18 28
SO (-Inf,26] 3 cstar_tref ~ sal + aou + phosphate 6 0.0889238 -2.012449e+00 94.829670 0.1327176 2000-2009 –> 2010-2019 3.3844750 3.2955513 9.155594e+01 99.594755 13 25
SO (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 109 1.9971232 4.741209e+02 596.252548 9.0107341 1982-1999 –> 2000-2009 3.8720025 1.8748793 9.099024e+02 1122.024269 1 2
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 109 2.1306174 4.882264e+02 149.506894 7.1731022 1982-1999 –> 2000-2009 4.0427833 1.9121659 9.280644e+02 382.102579 2 4
SO (26,26.5] 4 cstar_tref ~ sal + oxygen + aou + phosphate 109 2.3812300 5.104691e+02 168.481955 6.9624999 1982-1999 –> 2000-2009 4.3036374 1.9224074 9.494076e+02 360.444161 4 8
SO (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 109 2.3329805 5.080066e+02 148.217239 6.6724201 1982-1999 –> 2000-2009 4.3298333 1.9968527 9.567718e+02 366.022915 3 10
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 109 2.4144403 5.154885e+02 131.749639 6.3887215 1982-1999 –> 2000-2009 4.3896146 1.9751743 9.620051e+02 382.770084 5 10
SO (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 109 2.4828976 5.195835e+02 25.005843 6.9184150 1982-1999 –> 2000-2009 4.3965854 1.9136878 9.575855e+02 46.545311 6 9
SO (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 109 2.5073823 5.217228e+02 41.616281 6.6455944 1982-1999 –> 2000-2009 4.5359534 2.0285711 9.717344e+02 73.186606 7 16
SO (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 109 2.6286646 5.320204e+02 37.243782 6.7799951 1982-1999 –> 2000-2009 4.6044191 1.9757546 9.765975e+02 65.643307 12 18
SO (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 109 2.6565075 5.343173e+02 40.912580 6.9507264 1982-1999 –> 2000-2009 4.6552334 1.9987259 9.812757e+02 72.632197 13 21
SO (26,26.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 109 2.5256591 5.233060e+02 125.749171 6.8518374 1982-1999 –> 2000-2009 4.6939697 2.1683106 9.870407e+02 342.748909 8 18
SO (26,26.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 47 1.2500521 1.683596e+02 422.008081 2.8390069 2000-2009 –> 2010-2019 3.2471753 1.9971232 6.424805e+02 593.867151 1 2
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 47 1.4020751 1.791478e+02 413.452052 3.4729816 2000-2009 –> 2010-2019 3.5326925 2.1306174 6.673742e+02 562.958945 3 5
SO (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 47 1.4794881 1.841997e+02 416.834793 3.7171730 2000-2009 –> 2010-2019 3.8124686 2.3329805 6.922062e+02 564.997166 5 8
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 47 1.4366971 1.814408e+02 460.219930 3.5596541 2000-2009 –> 2010-2019 3.8511374 2.4144403 6.969293e+02 591.969569 4 9
SO (26,26.5] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 47 1.5920638 1.890932e+02 207.517758 3.4518445 2000-2009 –> 2010-2019 3.9732939 2.3812300 6.995623e+02 375.999713 7 11
SO (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 47 1.5775769 1.882339e+02 23.240330 3.8397365 2000-2009 –> 2010-2019 4.0604745 2.4828976 7.078174e+02 48.246173 6 12
SO (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 47 1.5988631 1.894937e+02 17.345657 3.9969131 2000-2009 –> 2010-2019 4.2275277 2.6286646 7.215141e+02 54.589439 8 20
SO (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 47 1.7256862 1.966689e+02 19.777358 4.1268580 2000-2009 –> 2010-2019 4.2330684 2.5073823 7.183917e+02 61.393639 12 19
SO (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate 47 1.6040667 1.897992e+02 21.972579 4.0234844 2000-2009 –> 2010-2019 4.2605742 2.6565075 7.241165e+02 62.885159 9 22
SO (26,26.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 47 1.9400675 2.076762e+02 410.780980 5.3251825 2000-2009 –> 2010-2019 4.4657265 2.5256591 7.309822e+02 536.530151 13 21
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 218 2.7352669 1.071373e+03 84.849339 7.9763340 1982-1999 –> 2000-2009 5.9104408 3.1751738 2.310740e+03 294.410900 2 3
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 218 2.7344275 1.071239e+03 81.622826 8.1323210 1982-1999 –> 2000-2009 5.9133325 3.1789051 2.311165e+03 291.287347 1 3
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 218 2.7409848 1.072284e+03 101.866674 8.9532246 1982-1999 –> 2000-2009 5.9268909 3.1859060 2.313257e+03 317.308297 3 6
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 218 2.7551864 1.072537e+03 48.486274 7.6499716 1982-1999 –> 2000-2009 6.0694116 3.3142251 2.330306e+03 81.994340 5 11
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 218 2.7565264 1.072749e+03 51.258157 7.6348221 1982-1999 –> 2000-2009 6.0700021 3.3134757 2.330410e+03 86.431301 6 11
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 218 2.7535088 1.072271e+03 37.648240 8.6279670 1982-1999 –> 2000-2009 6.0802572 3.3267484 2.331836e+03 65.138892 4 11
SO (26.5,26.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 218 2.8723462 1.092694e+03 759.777439 11.2997989 1982-1999 –> 2000-2009 6.1759037 3.3035575 2.350928e+03 1271.684347 8 12
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 218 2.8226987 1.083092e+03 48.109544 7.5330791 1982-1999 –> 2000-2009 6.2101518 3.3874531 2.351264e+03 82.860778 7 18
SO (26.5,26.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 218 2.9613194 1.103994e+03 95.130312 8.6481679 1982-1999 –> 2000-2009 6.3142647 3.3529454 2.367292e+03 306.413342 10 20
SO (26.5,26.75] 4 cstar_tref ~ sal + oxygen + aou + phosphate 218 2.8724588 1.090711e+03 750.464250 11.2663662 1982-1999 –> 2000-2009 6.3167410 3.4442822 2.366802e+03 1258.794113 9 23
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 152 1.9569992 6.494667e+02 286.536157 6.4742001 2000-2009 –> 2010-2019 4.6979841 2.7409848 1.721750e+03 388.402831 2 5
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 152 1.9792719 6.529070e+02 305.682945 6.4450373 2000-2009 –> 2010-2019 4.7136994 2.7344275 1.724146e+03 387.305771 3 4
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 152 1.9944281 6.552259e+02 287.926413 6.3874501 2000-2009 –> 2010-2019 4.7296951 2.7352669 1.726599e+03 373.617701 6 8
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 152 2.0608305 6.631825e+02 33.946781 5.8686516 2000-2009 –> 2010-2019 4.8143393 2.7535088 1.735454e+03 71.595021 9 13
SO (26.5,26.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 152 1.9445238 6.475225e+02 778.642522 6.6286665 2000-2009 –> 2010-2019 4.8168700 2.8723462 1.740216e+03 1538.419960 1 9
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 152 2.0714541 6.647456e+02 40.520016 5.8705713 2000-2009 –> 2010-2019 4.8266405 2.7551864 1.737282e+03 89.006290 10 15
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 152 2.0724418 6.648905e+02 42.671246 5.8734602 2000-2009 –> 2010-2019 4.8289682 2.7565264 1.737639e+03 93.929402 11 17
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 152 2.0977543 6.685810e+02 41.847396 5.8766562 2000-2009 –> 2010-2019 4.9204530 2.8226987 1.751673e+03 89.956941 15 22
SO (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 152 1.9869370 6.520820e+02 305.632661 6.6972414 2000-2009 –> 2010-2019 4.9540965 2.9671595 1.756935e+03 385.786174 5 16
SO (26.5,26.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 152 1.9972679 6.536585e+02 279.916347 6.5500068 2000-2009 –> 2010-2019 4.9585873 2.9613194 1.757653e+03 375.046658 7 17
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 586 3.6746139 3.202293e+03 141.082142 9.8741791 1982-1999 –> 2000-2009 6.9497132 3.2750993 5.977897e+03 805.191322 1 2
SO (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 586 3.6768317 3.201000e+03 131.023978 9.9735797 1982-1999 –> 2000-2009 6.9523281 3.2754965 5.974733e+03 791.653233 2 4
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 586 3.6801303 3.204051e+03 112.451859 9.8871819 1982-1999 –> 2000-2009 6.9598750 3.2797446 5.981158e+03 703.084149 4 7
SO (26.75,27] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 586 3.6794936 3.203848e+03 114.252905 9.8843487 1982-1999 –> 2000-2009 6.9691414 3.2896478 5.984151e+03 758.427362 3 8
SO (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 586 3.6811238 3.202368e+03 57.232121 10.0347238 1982-1999 –> 2000-2009 6.9981479 3.3170241 5.989455e+03 109.692553 5 14
SO (26.75,27] 3 cstar_tref ~ sal + aou + phosphate 586 3.6864538 3.202063e+03 20.907574 10.3682491 1982-1999 –> 2000-2009 7.0061953 3.3197415 5.988018e+03 39.993495 10 20
SO (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 586 3.7370209 3.220030e+03 112.144148 11.4554803 1982-1999 –> 2000-2009 7.0188368 3.2818159 5.995806e+03 604.752956 12 16
SO (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 586 3.6852492 3.203680e+03 53.775117 10.0196516 1982-1999 –> 2000-2009 7.0214715 3.3362222 5.996885e+03 106.502360 7 20
SO (26.75,27] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 586 3.6852603 3.203684e+03 55.303757 10.0196206 1982-1999 –> 2000-2009 7.0218763 3.3366160 5.997013e+03 109.498224 8 22
SO (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 586 3.6849338 3.203580e+03 53.287193 10.0113309 1982-1999 –> 2000-2009 7.0240725 3.3391387 5.997710e+03 107.081427 6 21
SO (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 385 3.2360267 2.008829e+03 41.271092 11.2875683 2000-2009 –> 2010-2019 6.9171504 3.6811238 5.211197e+03 98.503213 1 2
SO (26.75,27] 3 cstar_tref ~ sal + aou + phosphate 385 3.2363434 2.006905e+03 15.888490 11.3442785 2000-2009 –> 2010-2019 6.9227972 3.6864538 5.208968e+03 36.796064 2 8
SO (26.75,27] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 385 3.2737888 2.017763e+03 46.850998 11.2008898 2000-2009 –> 2010-2019 6.9590491 3.6852603 5.221446e+03 102.154756 3 7
SO (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 385 3.2748982 2.018023e+03 45.169806 11.1893636 2000-2009 –> 2010-2019 6.9601474 3.6852492 5.221704e+03 98.944924 4 7
SO (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 385 3.2794979 2.019104e+03 46.075279 11.1464773 2000-2009 –> 2010-2019 6.9644318 3.6849338 5.222684e+03 99.362471 5 7
SO (26.75,27] 3 cstar_tref ~ sal + temp + phosphate_star 385 3.2999490 2.021891e+03 36.933999 10.7726873 2000-2009 –> 2010-2019 6.9853015 3.6853525 5.223604e+03 82.492708 6 11
SO (26.75,27] 3 cstar_tref ~ sal + phosphate + phosphate_star 385 3.3289132 2.028620e+03 7.380637 11.8492347 2000-2009 –> 2010-2019 7.0713647 3.7424515 5.248352e+03 15.248584 7 14
SO (26.75,27] 3 cstar_tref ~ sal + aou + phosphate_star 385 3.3359767 2.030252e+03 5.496686 11.8559774 2000-2009 –> 2010-2019 7.0799748 3.7439981 5.250469e+03 11.525106 8 16
SO (26.75,27] 3 cstar_tref ~ sal + nitrate + phosphate_star 385 3.3408579 2.031378e+03 7.453088 11.8211272 2000-2009 –> 2010-2019 7.0869227 3.7460648 5.252241e+03 15.430711 9 18
SO (26.75,27] 2 cstar_tref ~ sal + phosphate_star 385 3.4189993 2.047181e+03 5.003339 11.3766696 2000-2009 –> 2010-2019 7.1713741 3.7523748 5.268016e+03 10.301827 10 20
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1213 2.9946088 6.115215e+03 55.192631 10.9441800 1982-1999 –> 2000-2009 5.9715824 2.9769736 1.095616e+04 114.315552 2 4
SO (27,27.25] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1213 2.9960859 6.116411e+03 60.991165 10.9471041 1982-1999 –> 2000-2009 5.9747939 2.9787080 1.095847e+04 122.064561 3 6
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 1213 2.9918150 6.112950e+03 140.953610 10.9440483 1982-1999 –> 2000-2009 5.9781428 2.9863278 1.095993e+04 256.922037 1 6
SO (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1213 3.0077423 6.125831e+03 59.501415 11.0546935 1982-1999 –> 2000-2009 5.9925306 2.9847883 1.097182e+04 120.222199 4 8
SO (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1213 3.0285819 6.142582e+03 125.161676 10.6178963 1982-1999 –> 2000-2009 6.0408084 3.0122265 1.100618e+04 251.499554 6 13
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 1213 3.0254563 6.140077e+03 100.005690 10.6128367 1982-1999 –> 2000-2009 6.0425088 3.0170525 1.100675e+04 209.500678 5 13
SO (27,27.25] 3 cstar_tref ~ sal + oxygen + aou 1213 3.0621624 6.167333e+03 128.295411 10.5086059 1982-1999 –> 2000-2009 6.0677862 3.0056238 1.102470e+04 279.172265 7 13
SO (27,27.25] 3 cstar_tref ~ sal + temp + aou 1213 3.0747772 6.177307e+03 5.052769 11.2407368 1982-1999 –> 2000-2009 6.1318840 3.0571068 1.106735e+04 11.394290 8 22
SO (27,27.25] 3 cstar_tref ~ sal + temp + oxygen 1213 3.0761577 6.178396e+03 5.062183 11.3004331 1982-1999 –> 2000-2009 6.1357630 3.0596053 1.107002e+04 11.420957 9 24
SO (27,27.25] 3 cstar_tref ~ sal + temp + phosphate 1213 3.1399787 6.228213e+03 4.956424 12.1197713 1982-1999 –> 2000-2009 6.1644732 3.0244945 1.109763e+04 11.580520 11 21
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 652 2.6695285 3.142696e+03 108.675600 10.4305567 2000-2009 –> 2010-2019 5.6949848 3.0254563 9.282773e+03 208.681290 3 8
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 652 2.7062255 3.160499e+03 119.115994 9.9659897 2000-2009 –> 2010-2019 5.6980405 2.9918150 9.273450e+03 260.069604 6 7
SO (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 652 2.6695253 3.142694e+03 116.447106 10.4179224 2000-2009 –> 2010-2019 5.6981072 3.0285819 9.285276e+03 241.608781 2 8
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 652 2.7061723 3.160474e+03 44.727250 9.9630327 2000-2009 –> 2010-2019 5.7007811 2.9946088 9.275688e+03 99.919882 5 7
SO (27,27.25] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 652 2.7061676 3.160471e+03 51.451770 9.9580722 2000-2009 –> 2010-2019 5.7022535 2.9960859 9.276882e+03 112.442935 4 7
SO (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 652 2.7364617 3.174988e+03 51.643734 9.8617470 2000-2009 –> 2010-2019 5.7442041 3.0077423 9.300819e+03 111.145149 10 14
SO (27,27.25] 3 cstar_tref ~ sal + oxygen + aou 652 2.7269283 3.168437e+03 109.665568 9.4939194 2000-2009 –> 2010-2019 5.7890907 3.0621624 9.335770e+03 237.960979 9 16
SO (27,27.25] 3 cstar_tref ~ sal + temp + aou 652 2.7199842 3.165112e+03 4.813937 9.4353593 2000-2009 –> 2010-2019 5.7947614 3.0747772 9.342419e+03 9.866707 8 16
SO (27,27.25] 3 cstar_tref ~ sal + temp + oxygen 652 2.7199483 3.165095e+03 4.823154 9.4313732 2000-2009 –> 2010-2019 5.7961060 3.0761577 9.343491e+03 9.885337 7 16
SO (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 652 2.4430140 3.027071e+03 836.404009 10.0937655 2000-2009 –> 2010-2019 5.8962837 3.4532697 9.488010e+03 1037.103388 1 13
SO (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1439 1.7354823 5.684304e+03 879.168355 9.8950427 1982-1999 –> 2000-2009 3.1403886 1.4049062 9.954864e+03 1806.841647 1 2
SO (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1439 1.7361282 5.685375e+03 876.226460 9.9093344 1982-1999 –> 2000-2009 3.1428188 1.4066906 9.959007e+03 1800.313033 2 4
SO (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1439 1.7363192 5.683692e+03 841.995497 9.8635464 1982-1999 –> 2000-2009 3.1433791 1.4070599 9.955959e+03 1741.164435 3 6
SO (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1439 1.7465685 5.700630e+03 860.737101 10.1286637 1982-1999 –> 2000-2009 3.1670193 1.4204508 9.995819e+03 1779.177847 4 8
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1439 1.7753139 5.747612e+03 811.510261 8.9929422 1982-1999 –> 2000-2009 3.2075133 1.4321994 1.006273e+04 1669.823001 5 10
SO (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1439 1.8206904 5.820248e+03 879.149258 9.7164341 1982-1999 –> 2000-2009 3.2549795 1.4342891 1.013890e+04 1806.732908 12 18
SO (27.25,27.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 1439 1.8215555 5.821615e+03 876.226411 9.6961565 1982-1999 –> 2000-2009 3.2576763 1.4361209 1.014335e+04 1800.141627 13 20
SO (27.25,27.5] 3 cstar_tref ~ oxygen + nitrate + phosphate 1439 1.8269165 5.828073e+03 838.837364 9.6998014 1982-1999 –> 2000-2009 3.2653202 1.4384037 1.015166e+04 1737.834634 16 24
SO (27.25,27.5] 3 cstar_tref ~ temp + nitrate + phosphate 1439 1.8239593 5.823411e+03 789.041376 9.5677505 1982-1999 –> 2000-2009 3.2698227 1.4458635 1.015951e+04 1637.869644 14 23
SO (27.25,27.5] 3 cstar_tref ~ aou + nitrate + phosphate 1439 1.8379600 5.845418e+03 860.423960 9.5346369 1982-1999 –> 2000-2009 3.2870832 1.4491233 1.018697e+04 1778.756813 17 27
SO (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 915 1.8911073 3.774665e+03 923.698529 6.0192980 2000-2009 –> 2010-2019 3.6274265 1.7363192 9.458357e+03 1714.504055 1 2
SO (27.25,27.5] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 915 1.8924764 3.773989e+03 918.618311 6.0545786 2000-2009 –> 2010-2019 3.7193929 1.8269165 9.602062e+03 1679.246015 2 10
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 915 2.1153369 3.979719e+03 114.133440 6.1103482 2000-2009 –> 2010-2019 3.9232939 1.8079570 9.779769e+03 179.912492 4 6
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 915 2.1198827 3.983648e+03 114.148477 6.1332654 2000-2009 –> 2010-2019 3.9278583 1.8079756 9.783727e+03 179.937193 6 9
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate 915 2.1253570 3.988367e+03 228.861816 6.1603626 2000-2009 –> 2010-2019 3.9339648 1.8086078 9.789453e+03 452.875646 8 12
SO (27.25,27.5] 3 cstar_tref ~ sal + aou + phosphate 915 2.1412012 3.999959e+03 42.360013 6.3162211 2000-2009 –> 2010-2019 3.9506273 1.8094261 9.800346e+03 95.778375 10 15
SO (27.25,27.5] 3 cstar_tref ~ sal + oxygen + phosphate 915 2.1482112 4.005940e+03 21.815078 6.4076813 2000-2009 –> 2010-2019 3.9634279 1.8152167 9.815523e+03 46.378384 12 18
SO (27.25,27.5] 3 cstar_tref ~ sal + aou + phosphate_star 915 2.1721530 4.026223e+03 15.155749 6.5049816 2000-2009 –> 2010-2019 3.9971143 1.8249612 9.851214e+03 26.157191 16 23
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 915 2.1836196 4.037858e+03 111.549883 6.3324301 2000-2009 –> 2010-2019 4.0216826 1.8380629 9.885437e+03 180.871807 19 28
SO (27.25,27.5] 3 cstar_tref ~ sal + temp + phosphate 915 2.1615525 4.017270e+03 11.798436 6.5852647 2000-2009 –> 2010-2019 4.0306101 1.8690575 9.910975e+03 20.305630 14 25
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1474 1.0212299 4.258962e+03 473.293721 10.0008909 1982-1999 –> 2000-2009 1.8740207 0.8527907 7.762323e+03 1450.499621 2 3
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1474 1.0198659 4.255021e+03 443.268989 10.4983536 1982-1999 –> 2000-2009 1.8790581 0.8591923 7.779099e+03 847.471707 1 3
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1474 1.0212849 4.257120e+03 102.384348 9.8501783 1982-1999 –> 2000-2009 1.8833398 0.8620550 7.788412e+03 162.076957 3 6
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1474 1.0214707 4.257657e+03 77.202238 9.8135259 1982-1999 –> 2000-2009 1.8841430 0.8626723 7.790931e+03 128.587414 5 9
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1474 1.0213378 4.257273e+03 77.647215 9.7915683 1982-1999 –> 2000-2009 1.8845215 0.8631836 7.792189e+03 129.310224 4 9
SO (27.5,27.75] 3 cstar_tref ~ sal + temp + phosphate_star 1474 1.0216009 4.256032e+03 28.403216 9.8374229 1982-1999 –> 2000-2009 1.8889832 0.8673823 7.802389e+03 71.616488 6 12
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1474 1.0410771 4.315705e+03 333.800025 11.2916756 1982-1999 –> 2000-2009 1.9244991 0.8834221 7.916817e+03 721.240884 7 14
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 1474 1.0412123 4.314088e+03 308.469211 11.0847715 1982-1999 –> 2000-2009 1.9329938 0.8917815 7.939288e+03 443.772007 8 16
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 1474 1.0649056 4.380419e+03 956.343936 12.3148829 1982-1999 –> 2000-2009 1.9876494 0.9227438 8.100161e+03 1444.661096 9 18
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1474 1.1094229 4.501151e+03 387.372174 13.6950188 1982-1999 –> 2000-2009 2.1353762 1.0259533 8.514584e+03 701.501619 10 20
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1336 1.2383455 4.376614e+03 495.231021 6.8411192 2000-2009 –> 2010-2019 2.2595754 1.0212299 8.635575e+03 968.524742 1 3
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1336 1.2884565 4.482609e+03 247.001756 8.2072540 2000-2009 –> 2010-2019 2.3083223 1.0198659 8.737630e+03 511.146611 3 4
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1336 1.2899000 4.485601e+03 272.809950 7.4847633 2000-2009 –> 2010-2019 2.3309771 1.0410771 8.801306e+03 606.609975 5 12
SO (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1336 1.2562640 4.413000e+03 495.024535 6.3604462 2000-2009 –> 2010-2019 2.4267713 1.1705074 9.072156e+03 912.569478 2 15
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1336 1.4391133 4.776084e+03 66.155725 13.6183606 2000-2009 –> 2010-2019 2.4604512 1.0213378 9.033357e+03 143.802940 16 20
SO (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1336 1.2953547 4.494876e+03 238.605666 6.3708022 2000-2009 –> 2010-2019 2.4706724 1.1753176 9.166122e+03 460.882023 10 26
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1336 1.2899431 4.483690e+03 242.251736 7.3309877 2000-2009 –> 2010-2019 2.4707138 1.1807707 9.168582e+03 454.150362 7 27
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1336 1.4503858 4.796932e+03 96.842425 14.0081511 2000-2009 –> 2010-2019 2.4718565 1.0214707 9.054589e+03 212.124750 19 24
SO (27.5,27.75] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1336 1.2926337 4.489257e+03 226.701317 6.4402076 2000-2009 –> 2010-2019 2.4726621 1.1800285 9.172296e+03 442.548119 9 28
SO (27.5,27.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 1336 1.2988758 4.502129e+03 244.276444 6.3591363 2000-2009 –> 2010-2019 2.4737501 1.1748743 9.172263e+03 468.796215 11 26
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 650 0.7894745 1.551316e+03 839.270727 5.6850722 1982-1999 –> 2000-2009 1.8076364 1.0181619 3.614389e+03 1178.812819 1 6
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 650 0.8035652 1.574314e+03 513.439522 5.7076292 1982-1999 –> 2000-2009 1.8124558 1.0088907 3.624342e+03 782.789455 2 3
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 650 0.8158313 1.594008e+03 923.230740 5.7458153 1982-1999 –> 2000-2009 1.8310392 1.0152078 3.652938e+03 1501.168042 3 5
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + nitrate 650 0.8635700 1.665936e+03 825.103080 5.3812959 1982-1999 –> 2000-2009 1.8904339 1.0268639 3.739144e+03 1002.984707 4 18
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 650 0.8890433 1.703728e+03 663.691369 6.5012912 1982-1999 –> 2000-2009 1.9147357 1.0256924 3.775309e+03 866.648778 5 15
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 650 0.9026907 1.723532e+03 513.433194 5.2238274 1982-1999 –> 2000-2009 1.9226548 1.0199641 3.787127e+03 633.448823 10 18
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 650 0.8974133 1.715910e+03 168.126087 6.6937539 1982-1999 –> 2000-2009 1.9238978 1.0264845 3.788591e+03 259.380260 6 18
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 650 0.8977261 1.716363e+03 236.929176 6.6857007 1982-1999 –> 2000-2009 1.9279905 1.0302644 3.794286e+03 372.804014 7 24
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 650 0.9008779 1.720919e+03 173.488876 6.3890660 1982-1999 –> 2000-2009 1.9414410 1.0405632 3.813026e+03 305.762174 8 33
SO (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 650 0.9059762 1.728255e+03 222.876979 4.8413396 1982-1999 –> 2000-2009 1.9506270 1.0446507 3.825953e+03 492.078703 12 40
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 826 0.8869457 2.159893e+03 456.804903 3.8189768 2000-2009 –> 2010-2019 1.6764202 0.7894745 3.711209e+03 1296.075630 7 8
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 826 0.8813071 2.149358e+03 363.761008 3.7688421 2000-2009 –> 2010-2019 1.6848723 0.8035652 3.723672e+03 877.200530 1 3
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 826 0.8827057 2.151977e+03 806.519341 3.8689896 2000-2009 –> 2010-2019 1.6985370 0.8158313 3.745985e+03 1729.750082 2 5
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + nitrate 826 0.8880709 2.159988e+03 103.769100 3.9648247 2000-2009 –> 2010-2019 1.7516410 0.8635700 3.825924e+03 928.872180 8 12
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 826 0.8891249 2.161947e+03 126.015482 4.1770109 2000-2009 –> 2010-2019 1.7781682 0.8890433 3.865675e+03 789.706852 9 14
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 826 0.8830465 2.150615e+03 70.471578 3.9495433 2000-2009 –> 2010-2019 1.7857372 0.9026907 3.874147e+03 583.904772 3 13
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 826 0.8929797 2.169094e+03 48.942894 4.1717944 2000-2009 –> 2010-2019 1.7903930 0.8974133 3.885004e+03 217.068981 11 17
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 826 0.8964259 2.175457e+03 49.863855 4.1828640 2000-2009 –> 2010-2019 1.7941520 0.8977261 3.891820e+03 211.795611 13 20
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 826 0.9140514 2.207624e+03 84.265805 4.3785001 2000-2009 –> 2010-2019 1.8149293 0.9008779 3.928543e+03 257.754682 18 26
SO (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 826 0.9288044 2.234075e+03 267.313333 3.9149903 2000-2009 –> 2010-2019 1.8347806 0.9059762 3.962330e+03 490.190312 23 35
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 915 1.1540085 2.872790e+03 689.794820 10.3409214 1982-1999 –> 2000-2009 2.1287690 0.9747605 5.656819e+03 1007.463999 1 6
SO (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 915 1.1833621 2.916756e+03 502.499237 10.5648006 1982-1999 –> 2000-2009 2.1762437 0.9928816 5.735403e+03 772.345191 7 13
SO (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 915 1.1621658 2.883680e+03 681.075465 10.4393109 1982-1999 –> 2000-2009 2.1804141 1.0182483 5.752480e+03 841.757914 3 11
SO (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 915 1.2199304 2.972450e+03 359.713631 10.6113839 1982-1999 –> 2000-2009 2.1910276 0.9710972 5.746994e+03 720.626105 9 12
SO (27.85,27.95] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 915 1.2266627 2.982521e+03 402.590556 10.4052348 1982-1999 –> 2000-2009 2.1976671 0.9710044 5.756876e+03 784.259178 11 13
SO (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate 915 1.2291188 2.986182e+03 423.195248 10.2272090 1982-1999 –> 2000-2009 2.1998678 0.9707490 5.760013e+03 799.810248 12 13
SO (27.85,27.95] 3 cstar_tref ~ sal + nitrate + phosphate 915 1.2294547 2.984682e+03 337.328709 10.1366669 1982-1999 –> 2000-2009 2.2007109 0.9712562 5.757552e+03 687.724755 13 17
SO (27.85,27.95] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 915 1.1606000 2.881212e+03 366.301382 10.4567532 1982-1999 –> 2000-2009 2.2273766 1.0667767 5.842570e+03 719.090175 2 28
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 915 1.1691555 2.894653e+03 387.295497 10.5508812 1982-1999 –> 2000-2009 2.2474306 1.0782751 5.877324e+03 779.974369 4 31
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 915 1.1768420 2.906645e+03 289.706144 10.5912870 1982-1999 –> 2000-2009 2.2588174 1.0819755 5.896126e+03 582.323969 5 34
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1192 0.7145109 2.595351e+03 459.595420 4.2348196 2000-2009 –> 2010-2019 1.8685194 1.1540085 5.468141e+03 1149.390240 1 2
SO (27.85,27.95] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 1192 0.7162328 2.599089e+03 535.373290 4.2410154 2000-2009 –> 2010-2019 1.8768328 1.1606000 5.480302e+03 912.028105 3 5
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1192 0.7165031 2.599989e+03 540.755191 4.2591985 2000-2009 –> 2010-2019 1.8856586 1.1691555 5.494642e+03 928.050688 4 8
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1192 0.7172038 2.602319e+03 452.130190 4.2884137 2000-2009 –> 2010-2019 1.8940458 1.1768420 5.508964e+03 741.836335 5 10
SO (27.85,27.95] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 1192 0.7173881 2.602932e+03 541.080547 4.2851088 2000-2009 –> 2010-2019 1.8979777 1.1805895 5.515395e+03 1156.860413 6 12
SO (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1192 0.7147959 2.594302e+03 415.044376 4.2803556 2000-2009 –> 2010-2019 1.8981581 1.1833621 5.511058e+03 917.543613 2 9
SO (27.85,27.95] 3 cstar_tref ~ aou + nitrate + phosphate_star 1192 0.7185233 2.604701e+03 261.771107 4.1831917 2000-2009 –> 2010-2019 1.9019542 1.1834309 5.519563e+03 462.685078 7 15
SO (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 1192 0.7568442 2.730572e+03 225.549526 4.8363306 2000-2009 –> 2010-2019 1.9190100 1.1621658 5.614252e+03 906.624991 11 14
SO (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1192 0.7301598 2.645001e+03 524.532391 3.9492999 2000-2009 –> 2010-2019 1.9500902 1.2199304 5.617451e+03 884.246021 8 17
SO (27.85,27.95] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1192 0.7446652 2.691897e+03 577.668613 3.9687386 2000-2009 –> 2010-2019 1.9713279 1.2266627 5.674419e+03 974.510896 9 20
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1527 1.4570522 5.497011e+03 713.911211 7.2347598 1982-1999 –> 2000-2009 2.8209769 1.3639247 1.163967e+04 1149.428875 4 5
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1527 1.4557567 5.494294e+03 865.393167 7.0680364 1982-1999 –> 2000-2009 2.8213609 1.3656042 1.164131e+04 1529.846491 2 4
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1527 1.4557519 5.494284e+03 875.366995 7.0644150 1982-1999 –> 2000-2009 2.8215795 1.3658276 1.164188e+04 1479.639236 1 4
SO (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1527 1.4557922 5.492369e+03 624.848126 7.0608491 1982-1999 –> 2000-2009 2.8225510 1.3667588 1.164038e+04 1165.297893 3 7
SO (27.95,28.05] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1527 1.4571557 5.495228e+03 638.097844 7.0943652 1982-1999 –> 2000-2009 2.8271053 1.3699497 1.165150e+04 1196.329225 5 10
SO (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1527 1.4611677 5.503625e+03 670.625546 7.1842050 1982-1999 –> 2000-2009 2.8452948 1.3841270 1.169639e+04 1266.283287 6 12
SO (27.95,28.05] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1527 1.4629718 5.507393e+03 738.728642 7.0952813 1982-1999 –> 2000-2009 2.8703866 1.4074147 1.175929e+04 1331.920425 7 14
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1527 1.4635769 5.508656e+03 653.554950 7.1526387 1982-1999 –> 2000-2009 2.8733747 1.4097978 1.176655e+04 1187.103350 8 16
SO (27.95,28.05] 3 cstar_tref ~ aou + nitrate + phosphate 1527 1.4636872 5.506886e+03 612.149846 7.1663738 1982-1999 –> 2000-2009 2.8766825 1.4129953 1.177081e+04 1135.653843 9 19
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1527 1.4662015 5.514128e+03 616.257190 7.2813293 1982-1999 –> 2000-2009 2.8781120 1.4119105 1.177733e+04 1051.349999 10 19
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2562 0.9425021 6.981212e+03 497.603329 7.5148628 2000-2009 –> 2010-2019 2.3995543 1.4570522 1.247822e+04 1211.514540 1 5
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2562 0.9610093 7.080854e+03 573.678807 7.4596136 2000-2009 –> 2010-2019 2.4167661 1.4557567 1.257515e+04 1439.071974 3 5
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2562 0.9554316 7.049027e+03 460.075078 7.0433883 2000-2009 –> 2010-2019 2.4216332 1.4662015 1.256316e+04 1076.332269 2 12
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2562 0.9717789 7.137956e+03 706.473705 7.3783605 2000-2009 –> 2010-2019 2.4275308 1.4557519 1.263224e+04 1581.840700 4 5
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2562 0.9782093 7.169751e+03 535.415633 6.8948873 2000-2009 –> 2010-2019 2.4417862 1.4635769 1.267841e+04 1188.970583 6 14
SO (27.95,28.05] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 2562 0.9859912 7.210352e+03 552.395123 6.8615190 2000-2009 –> 2010-2019 2.4489630 1.4629718 1.271775e+04 1230.518268 7 14
SO (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2562 0.9723678 7.139061e+03 477.287893 7.6921166 2000-2009 –> 2010-2019 2.4684588 1.4960910 1.271482e+04 1181.333229 5 17
SO (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2562 1.0164266 7.366127e+03 455.101853 7.0162174 2000-2009 –> 2010-2019 2.4775943 1.4611677 1.286975e+04 1125.727399 8 14
SO (27.95,28.05] 3 cstar_tref ~ aou + nitrate + phosphate 2562 1.0164389 7.364189e+03 432.031502 7.0066006 2000-2009 –> 2010-2019 2.4801261 1.4636872 1.287108e+04 1044.181347 9 18
SO (27.95,28.05] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 2562 1.0378172 7.472842e+03 452.335506 7.4153234 2000-2009 –> 2010-2019 2.4949729 1.4571557 1.296807e+04 1090.433350 10 15
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1179 1.0794593 3.540150e+03 769.068897 5.3371256 1982-1999 –> 2000-2009 2.0312235 0.9517642 7.216195e+03 1655.804310 1 2
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1179 1.0868111 3.556155e+03 745.165197 5.3871150 1982-1999 –> 2000-2009 2.0397383 0.9529272 7.235465e+03 1609.463561 2 4
SO (28.05,28.1] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1179 1.0913726 3.564032e+03 846.225843 5.1817361 1982-1999 –> 2000-2009 2.0586311 0.9672584 7.281257e+03 1834.993975 3 7
SO (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1179 1.0979113 3.578117e+03 744.923769 5.2022335 1982-1999 –> 2000-2009 2.0678610 0.9699496 7.302772e+03 1558.135193 4 9
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1179 1.1407866 3.668448e+03 600.780758 5.1398173 1982-1999 –> 2000-2009 2.1025530 0.9617664 7.370447e+03 1434.098336 5 8
SO (28.05,28.1] 3 cstar_tref ~ temp + nitrate + phosphate 1179 1.1496460 3.684690e+03 410.609073 5.1038812 1982-1999 –> 2000-2009 2.1635278 1.0138818 7.525796e+03 963.740586 8 14
SO (28.05,28.1] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1179 1.1815937 3.751323e+03 591.720176 5.1127719 1982-1999 –> 2000-2009 2.2539884 1.0723947 7.744461e+03 1410.187080 20 27
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1179 1.1601507 3.708138e+03 203.567690 6.2057448 1982-1999 –> 2000-2009 2.2811020 1.1209512 7.819690e+03 319.800224 11 20
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate 1179 1.1592092 3.706223e+03 397.372954 6.2040380 1982-1999 –> 2000-2009 2.2815649 1.1223557 7.821124e+03 584.109966 9 20
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 1179 1.1603633 3.708570e+03 261.838252 6.1997158 1982-1999 –> 2000-2009 2.2835186 1.1231554 7.825375e+03 381.966152 12 24
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1859 0.8977211 4.888457e+03 828.302212 5.4481743 2000-2009 –> 2010-2019 1.9771804 1.0794593 8.428607e+03 1675.865310 1 2
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1859 0.8995215 4.895906e+03 737.732117 5.4600438 2000-2009 –> 2010-2019 1.9863326 1.0868111 8.452061e+03 1482.897314 2 4
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1859 0.9117176 4.943978e+03 526.055544 5.2714121 2000-2009 –> 2010-2019 2.0525043 1.1407866 8.612426e+03 1126.836302 3 8
SO (28.05,28.1] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1859 0.9947481 5.268035e+03 787.922587 6.6700654 2000-2009 –> 2010-2019 2.0861208 1.0913726 8.832067e+03 1634.148430 9 12
SO (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1859 0.9998254 5.286964e+03 692.836742 6.5618206 2000-2009 –> 2010-2019 2.0977368 1.0979113 8.865081e+03 1437.760511 11 15
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1859 0.9885695 5.244870e+03 61.106515 6.2504520 2000-2009 –> 2010-2019 2.1477786 1.1592092 8.951093e+03 259.380974 6 15
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 1859 0.9878035 5.241988e+03 61.369226 6.2387225 2000-2009 –> 2010-2019 2.1481668 1.1603633 8.950558e+03 323.207477 5 17
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1859 0.9900757 5.250531e+03 61.545358 6.2084637 2000-2009 –> 2010-2019 2.1502264 1.1601507 8.958668e+03 265.113049 7 18
SO (28.05,28.1] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1859 0.9797779 5.211657e+03 466.774245 5.1842513 2000-2009 –> 2010-2019 2.1613717 1.1815937 8.962980e+03 1058.494421 4 24
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 1859 1.0175596 5.352334e+03 78.135789 6.6944477 2000-2009 –> 2010-2019 2.1630900 1.1455304 9.030567e+03 402.813718 16 23
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate 405 0.4184877 4.557429e+02 219.348556 2.5208315 1982-1999 –> 2000-2009 0.6881927 0.2697050 5.467396e+02 298.344454 1 2
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + phosphate 405 0.4195100 4.577191e+02 375.399468 2.5114555 1982-1999 –> 2000-2009 0.6932793 0.2737694 5.596047e+02 465.684811 2 4
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 405 0.4204156 4.594659e+02 297.679367 2.5047431 1982-1999 –> 2000-2009 0.6950138 0.2745982 5.635523e+02 429.357345 3 6
SO (28.1,28.15] 3 cstar_tref ~ sal + oxygen + phosphate 405 0.4231786 4.627718e+02 37.897332 2.4580912 1982-1999 –> 2000-2009 0.7097498 0.2865712 5.959277e+02 62.128641 5 10
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 405 0.4350379 4.871593e+02 330.521280 2.6122060 1982-1999 –> 2000-2009 0.7158150 0.2807771 6.074451e+02 507.622829 6 10
SO (28.1,28.15] 3 cstar_tref ~ sal + aou + phosphate_star 405 0.4205581 4.577403e+02 34.756320 2.5150091 1982-1999 –> 2000-2009 0.7202994 0.2997413 6.236074e+02 60.854318 4 12
SO (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate_star 405 0.4354043 4.858412e+02 34.422888 2.5944954 1982-1999 –> 2000-2009 0.7312512 0.2958469 6.421877e+02 69.810276 7 14
SO (28.1,28.15] 3 cstar_tref ~ sal + aou + phosphate 405 0.4886928 5.793631e+02 53.715217 2.2994137 1982-1999 –> 2000-2009 0.7834240 0.2947311 7.329588e+02 86.175412 11 17
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + nitrate 405 0.4814193 5.692167e+02 550.122713 2.8823105 1982-1999 –> 2000-2009 0.8030247 0.3216054 7.883390e+02 643.078033 8 18
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + nitrate 405 0.4850887 5.753671e+02 315.143760 2.9025245 1982-1999 –> 2000-2009 0.8035403 0.3184516 7.873151e+02 391.688739 10 19
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 615 0.4854181 8.703185e+02 735.426536 3.0951240 2000-2009 –> 2010-2019 0.8876505 0.4022323 1.295971e+03 1575.483834 1 2
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 615 0.4896480 8.809901e+02 751.112306 3.0969407 2000-2009 –> 2010-2019 0.8944408 0.4047928 1.311783e+03 1639.462074 2 4
SO (28.1,28.15] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 615 0.4934819 8.885835e+02 525.590374 3.0311546 2000-2009 –> 2010-2019 0.9126946 0.4192126 1.345728e+03 1125.188504 3 7
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate 615 0.5290133 9.741021e+02 101.362167 2.6626447 2000-2009 –> 2010-2019 0.9475010 0.4184877 1.429845e+03 320.710723 6 9
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate 615 0.5211028 9.555707e+02 574.987833 3.0827385 2000-2009 –> 2010-2019 0.9503350 0.4292322 1.431847e+03 1109.386708 4 13
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 615 0.5327356 9.827264e+02 172.599981 2.6716579 2000-2009 –> 2010-2019 0.9522455 0.4195100 1.440445e+03 469.143437 7 12
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 615 0.5343922 9.865454e+02 172.972521 2.6782704 2000-2009 –> 2010-2019 0.9548079 0.4204156 1.446011e+03 470.651888 8 14
SO (28.1,28.15] 3 cstar_tref ~ sal + oxygen + phosphate 615 0.5375791 9.918588e+02 21.218105 2.6677616 2000-2009 –> 2010-2019 0.9607577 0.4231786 1.454631e+03 59.115437 9 17
SO (28.1,28.15] 3 cstar_tref ~ sal + aou + phosphate_star 615 0.5509159 1.022001e+03 22.145401 2.6707737 2000-2009 –> 2010-2019 0.9714739 0.4205581 1.479742e+03 56.901721 12 19
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 615 0.5490393 1.019804e+03 194.201124 2.5937295 2000-2009 –> 2010-2019 0.9840772 0.4350379 1.506964e+03 524.722404 11 21
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 2830 0.7126240 6.127576e+03 760.221498 7.5316090 1982-1999 –> 2000-2009 1.2392158 0.5265918 1.076679e+04 1120.755376 3 5
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2830 0.7126683 6.127929e+03 743.102593 7.5476993 1982-1999 –> 2000-2009 1.2403094 0.5276411 1.077899e+04 1087.155898 4 7
SO (28.1,28.2] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 2830 0.7126918 6.126115e+03 642.269634 7.5617836 1982-1999 –> 2000-2009 1.2405157 0.5278239 1.077723e+04 960.141922 5 9
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2830 0.7170691 6.160772e+03 33.809801 7.5650685 1982-1999 –> 2000-2009 1.2463713 0.5293022 1.082853e+04 56.129793 9 15
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2830 0.7217951 6.197953e+03 17.923315 7.6875487 1982-1999 –> 2000-2009 1.2479629 0.5261678 1.083038e+04 34.727024 15 16
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2830 0.7117810 6.120877e+03 754.562050 7.4298995 1982-1999 –> 2000-2009 1.2484401 0.5366591 1.087274e+04 1105.009119 1 13
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 2830 0.7209587 6.191391e+03 22.142126 7.6258447 1982-1999 –> 2000-2009 1.2488039 0.5278452 1.084275e+04 42.441452 13 18
SO (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate 2830 0.7214698 6.195402e+03 208.057316 7.6821581 1982-1999 –> 2000-2009 1.2511187 0.5296489 1.086705e+04 365.720762 14 21
SO (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2830 0.7186641 6.173347e+03 240.281612 7.7163020 1982-1999 –> 2000-2009 1.2515296 0.5328655 1.088101e+04 405.321366 10 19
SO (28.1,28.2] 3 cstar_tref ~ sal + nitrate + phosphate_star 2830 0.7187301 6.171868e+03 15.099132 7.7408400 1982-1999 –> 2000-2009 1.2515958 0.5328657 1.087753e+04 24.958684 11 21
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4141 0.3033481 1.886265e+03 880.516393 3.0824491 2000-2009 –> 2010-2019 1.0151291 0.7117810 8.007142e+03 1635.078443 3 4
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 4141 0.3030519 1.878172e+03 883.926398 3.0983351 2000-2009 –> 2010-2019 1.0156758 0.7126240 8.005748e+03 1644.147896 2 5
SO (28.1,28.2] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 4141 0.3030485 1.878079e+03 871.725844 3.0994588 2000-2009 –> 2010-2019 1.0157168 0.7126683 8.006008e+03 1614.828437 1 5
SO (28.1,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 4141 0.3036293 1.891937e+03 689.385048 3.0992244 2000-2009 –> 2010-2019 1.0163210 0.7126918 8.018051e+03 1331.654681 4 9
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 4141 0.3143307 2.178811e+03 14.756384 3.0451411 2000-2009 –> 2010-2019 1.0262011 0.7118704 8.298399e+03 50.553515 5 7
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 4141 0.3150076 2.196625e+03 24.885904 3.0574080 2000-2009 –> 2010-2019 1.0278234 0.7128158 8.323725e+03 86.073240 6 12
SO (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 4141 0.3152251 2.202344e+03 64.722861 3.0601131 2000-2009 –> 2010-2019 1.0281266 0.7129015 8.330124e+03 284.175064 7 14
SO (28.1,28.2] 3 cstar_tref ~ sal + oxygen + nitrate 4141 0.3209458 2.349297e+03 14.435932 3.0467727 2000-2009 –> 2010-2019 1.0339437 0.7129979 8.475843e+03 35.208297 8 16
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 4141 0.3351685 2.710414e+03 17.964958 2.9914772 2000-2009 –> 2010-2019 1.0522376 0.7170691 8.871186e+03 51.774759 9 18
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 4141 0.3423860 2.886866e+03 14.248777 2.9793064 2000-2009 –> 2010-2019 1.0618737 0.7194877 9.066696e+03 48.176279 10 22
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 504 0.2337953 -2.264577e+01 78.642207 0.6203780 1982-1999 –> 2000-2009 0.4538871 0.2200918 -8.343067e+01 105.463265 4 10
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate 504 0.2393424 9.910914e-01 102.111856 0.7519326 1982-1999 –> 2000-2009 0.4572722 0.2179298 -6.737540e+01 134.431516 6 8
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 504 0.2377146 -5.887751e+00 56.864030 0.7293121 1982-1999 –> 2000-2009 0.4575153 0.2198007 -6.768912e+01 79.009548 5 10
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 504 0.2312052 -3.387526e+01 138.170025 0.5945501 1982-1999 –> 2000-2009 0.4576158 0.2264106 -7.292167e+01 178.632385 1 10
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 504 0.2410123 7.999432e+00 109.173747 0.7778880 1982-1999 –> 2000-2009 0.4580816 0.2170693 -6.340547e+01 132.910560 8 9
SO (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 504 0.2313960 -3.304365e+01 399.531427 0.5968470 1982-1999 –> 2000-2009 0.4589493 0.2275532 -6.822381e+01 506.690139 3 13
SO (28.15,28.2] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 504 0.2411737 8.674359e+00 368.507483 0.7769476 1982-1999 –> 2000-2009 0.4593307 0.2181570 -5.889184e+01 459.887364 9 12
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 504 0.2312462 -3.369645e+01 76.732283 0.6378039 1982-1999 –> 2000-2009 0.4608946 0.2296484 -6.183780e+01 99.390359 2 13
SO (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 504 0.2409777 7.854907e+00 426.725560 0.7610427 1982-1999 –> 2000-2009 0.4628688 0.2218911 -4.667707e+01 549.212445 7 14
SO (28.15,28.2] 3 cstar_tref ~ sal + nitrate + phosphate_star 504 0.2587094 7.742365e+01 23.618951 0.7372895 1982-1999 –> 2000-2009 0.4841724 0.2254630 3.315628e+01 43.860187 12 20
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 793 0.2636157 1.478816e+02 34.118030 1.0555567 2000-2009 –> 2010-2019 0.4974110 0.2337953 1.252359e+02 112.760237 7 11
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 793 0.2622798 1.398236e+02 17.020080 1.0654815 2000-2009 –> 2010-2019 0.4999944 0.2377146 1.339358e+02 73.884109 4 9
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 793 0.2701089 1.864732e+02 38.156413 1.0419785 2000-2009 –> 2010-2019 0.5013140 0.2312052 1.525979e+02 176.326438 9 10
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 793 0.2622252 1.394936e+02 34.625835 1.0588025 2000-2009 –> 2010-2019 0.5015676 0.2393424 1.404847e+02 110.076856 1 7
SO (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 793 0.2701721 1.868446e+02 71.656359 1.0420172 2000-2009 –> 2010-2019 0.5015681 0.2313960 1.538010e+02 471.187786 10 13
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 793 0.2707742 1.903750e+02 19.292741 1.0486609 2000-2009 –> 2010-2019 0.5020204 0.2312462 1.566785e+02 96.025024 11 13
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 793 0.2622765 1.398042e+02 35.343838 1.0537602 2000-2009 –> 2010-2019 0.5032888 0.2410123 1.478036e+02 144.517585 3 11
SO (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate 793 0.2622282 1.395119e+02 69.579025 1.0580493 2000-2009 –> 2010-2019 0.5034019 0.2411737 1.481862e+02 438.086507 2 11
SO (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 793 0.2635083 1.472355e+02 83.535524 1.0503478 2000-2009 –> 2010-2019 0.5044861 0.2409777 1.550904e+02 510.261084 6 13
SO (28.15,28.2] 3 cstar_tref ~ sal + oxygen + nitrate 793 0.2713177 1.915550e+02 17.997303 1.0137689 2000-2009 –> 2010-2019 0.5196921 0.2483744 2.278846e+02 55.651574 12 23
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate 850 0.1291032 -1.055948e+03 94.194962 0.6137532 1982-1999 –> 2000-2009 0.2000368 0.0709336 -2.479623e+03 248.357991 3 7
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 850 0.1323144 -1.014180e+03 32.491018 0.6273922 1982-1999 –> 2000-2009 0.2013573 0.0690429 -2.469464e+03 190.870673 4 7
SO (28.2, Inf] 4 cstar_tref ~ sal + oxygen + aou + phosphate 850 0.1337320 -9.960640e+02 200.455629 0.6353678 1982-1999 –> 2000-2009 0.2023557 0.0686236 -2.458474e+03 356.116686 5 7
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate_star 850 0.1354203 -9.747375e+02 33.011338 0.6397657 1982-1999 –> 2000-2009 0.2033259 0.0679057 -2.449453e+03 183.576811 6 7
SO (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 850 0.1276367 -1.075368e+03 216.573203 0.5819767 1982-1999 –> 2000-2009 0.2078339 0.0801972 -2.355433e+03 426.660281 2 7
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 850 0.1254851 -1.104270e+03 32.456113 0.6459104 1982-1999 –> 2000-2009 0.2125027 0.0870176 -2.288837e+03 311.300824 1 7
SO (28.2, Inf] 3 cstar_tref ~ sal + nitrate + phosphate_star 850 0.1404577 -9.146473e+02 30.833601 0.5999432 1982-1999 –> 2000-2009 0.2362636 0.0958058 -1.988644e+03 230.612578 9 21
SO (28.2, Inf] 3 cstar_tref ~ sal + oxygen + phosphate_star 850 0.1523686 -7.762739e+02 30.456874 0.6942547 1982-1999 –> 2000-2009 0.2440200 0.0916514 -1.902138e+03 145.727221 12 19
SO (28.2, Inf] 3 cstar_tref ~ sal + aou + phosphate_star 850 0.1608593 -6.840869e+02 32.713538 1.0491346 1982-1999 –> 2000-2009 0.2738552 0.1129958 -1.565002e+03 97.921762 13 28
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 850 0.1384180 -9.375154e+02 114.508244 0.9470326 1982-1999 –> 2000-2009 0.2760380 0.1376200 -1.585770e+03 266.095523 7 32
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1241 0.0703551 -3.053917e+03 103.525280 0.3391549 2000-2009 –> 2010-2019 0.1958403 0.1254851 -4.158188e+03 135.981393 5 6
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 1241 0.0633961 -3.312427e+03 229.894931 0.3830786 2000-2009 –> 2010-2019 0.2018141 0.1384180 -4.249943e+03 344.403176 3 10
SO (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1241 0.0746661 -2.906313e+03 197.563669 0.3903847 2000-2009 –> 2010-2019 0.2023028 0.1276367 -3.981682e+03 414.136872 6 8
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1241 0.0633323 -3.314926e+03 217.580707 0.3879466 2000-2009 –> 2010-2019 0.2034025 0.1400702 -4.232270e+03 332.298976 1 9
SO (28.2, Inf] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1241 0.0633330 -3.314898e+03 145.816921 0.3880724 2000-2009 –> 2010-2019 0.2038060 0.1404730 -4.227360e+03 357.002615 2 12
SO (28.2, Inf] 3 cstar_tref ~ sal + oxygen + nitrate 1241 0.0635480 -3.308487e+03 143.268628 0.3941540 2000-2009 –> 2010-2019 0.2124255 0.1488775 -4.124164e+03 206.307503 4 15
SO (28.2, Inf] 3 cstar_tref ~ sal + nitrate + phosphate_star 1241 0.0807935 -2.712556e+03 84.274643 0.4490842 2000-2009 –> 2010-2019 0.2212512 0.1404577 -3.627204e+03 115.108244 7 16
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate 1241 0.0935768 -2.345986e+03 198.806234 0.6507314 2000-2009 –> 2010-2019 0.2226799 0.1291032 -3.401934e+03 293.001196 8 11
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1241 0.0941410 -2.331066e+03 73.605194 0.6336275 2000-2009 –> 2010-2019 0.2264554 0.1323144 -3.345247e+03 106.096213 9 13
SO (28.2, Inf] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 1241 0.0943683 -2.325080e+03 166.547249 0.6305914 2000-2009 –> 2010-2019 0.2281003 0.1337320 -3.321144e+03 367.002879 10 15
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1031 0.4761051 1.407607e+03 529.176384 1.1103211 1982-1999 –> 2000-2009 0.7564109 0.2803058 1.760796e+03 1010.565408 3 4
SO (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1031 0.4696179 1.379318e+03 553.175216 0.9402418 1982-1999 –> 2000-2009 0.7779080 0.3082900 1.953278e+03 1505.672671 1 3
SO (28.2,28.3] 3 cstar_tref ~ temp + nitrate + phosphate 1031 0.4837062 1.438267e+03 377.846187 1.1026782 1982-1999 –> 2000-2009 0.7929848 0.3092786 2.017654e+03 840.485224 5 8
SO (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate 1031 0.4809088 1.426307e+03 475.314003 1.3702654 1982-1999 –> 2000-2009 0.8003877 0.3194790 2.080976e+03 637.813328 4 8
SO (28.2,28.3] 3 cstar_tref ~ aou + nitrate + phosphate 1031 0.4753562 1.402361e+03 399.470203 1.1274832 1982-1999 –> 2000-2009 0.8006307 0.3252744 2.098739e+03 1340.956749 2 7
SO (28.2,28.3] 2 cstar_tref ~ nitrate + phosphate 1031 0.5042041 1.521847e+03 70.319984 1.1361615 1982-1999 –> 2000-2009 0.8348967 0.3306926 2.254551e+03 117.482822 6 12
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + aou + phosphate 1031 0.7731636 2.407372e+03 41.836971 2.5572226 1982-1999 –> 2000-2009 1.2604069 0.4872433 4.043248e+03 96.546670 7 14
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1031 0.7742702 2.410321e+03 32.021410 2.5002911 1982-1999 –> 2000-2009 1.2621702 0.4879001 4.049322e+03 82.798975 8 16
SO (28.2,28.3] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 1031 0.7750965 2.412520e+03 289.642815 2.5328212 1982-1999 –> 2000-2009 1.2630142 0.4879177 4.051606e+03 664.002224 9 18
SO (28.2,28.3] 3 cstar_tref ~ sal + oxygen + phosphate 1031 0.7751480 2.410657e+03 29.460024 2.5413978 1982-1999 –> 2000-2009 1.2630783 0.4879303 4.047803e+03 44.609535 10 20
SO (28.2,28.3] 3 cstar_tref ~ aou + nitrate + phosphate 1619 0.3228429 9.436739e+02 770.914363 1.3114655 2000-2009 –> 2010-2019 0.7981991 0.4753562 2.346035e+03 1170.384566 12 13
SO (28.2,28.3] 3 cstar_tref ~ temp + nitrate + phosphate 1619 0.3172157 8.867374e+02 257.942704 1.4202336 2000-2009 –> 2010-2019 0.8009218 0.4837062 2.325004e+03 635.788891 1 3
SO (28.2,28.3] 2 cstar_tref ~ nitrate + phosphate 1619 0.3231806 9.450600e+02 56.384963 1.3366991 2000-2009 –> 2010-2019 0.8273848 0.5042041 2.466907e+03 126.704947 13 16
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + aou + phosphate 1619 0.3178522 8.952286e+02 92.959534 1.5909499 2000-2009 –> 2010-2019 1.0910158 0.7731636 3.302600e+03 134.796505 2 6
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1619 0.3179043 8.957589e+02 65.306945 1.5951202 2000-2009 –> 2010-2019 1.0921745 0.7742702 3.306080e+03 97.328355 3 8
SO (28.2,28.3] 4 cstar_tref ~ sal + oxygen + aou + phosphate 1619 0.3179144 8.958615e+02 226.506149 1.5955621 2000-2009 –> 2010-2019 1.0930109 0.7750965 3.308382e+03 516.148964 4 10
SO (28.2,28.3] 3 cstar_tref ~ sal + oxygen + phosphate_star 1619 0.3186124 9.009637e+02 60.878766 1.5465714 2000-2009 –> 2010-2019 1.0937604 0.7751480 3.311621e+03 79.491145 6 13
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1619 0.3179923 8.966552e+02 64.884124 1.6019846 2000-2009 –> 2010-2019 1.1012349 0.7832426 3.330734e+03 96.753007 5 15
SO (28.2,28.3] 3 cstar_tref ~ sal + aou + phosphate 1619 0.3332836 1.046734e+03 52.509656 1.7867717 2000-2009 –> 2010-2019 1.1106454 0.7773618 3.463271e+03 85.488898 20 28
SO (28.2,28.3] 3 cstar_tref ~ sal + temp + phosphate 1619 0.3389680 1.101494e+03 8.689818 1.8798692 2000-2009 –> 2010-2019 1.1169280 0.7779600 3.519618e+03 23.961438 25 34
SO (28.3, Inf] 3 cstar_tref ~ temp + oxygen + nitrate 56 0.0013633 -5.700385e+02 3.293035 0.0033946 1982-1999 –> 2000-2009 0.6486101 0.6472468 -2.707687e+02 789.922408 12 13
SO (28.3, Inf] 3 cstar_tref ~ temp + aou + nitrate 56 0.0013694 -5.695349e+02 36.351364 0.0033795 1982-1999 –> 2000-2009 0.6501038 0.6487343 -2.695902e+02 559.681207 13 15
SO (28.3, Inf] 3 cstar_tref ~ sal + aou + nitrate 56 0.0008007 -6.296400e+02 7.937995 0.0022086 1982-1999 –> 2000-2009 0.6783650 0.6775643 -3.169118e+02 325.127700 1 4
SO (28.3, Inf] 3 cstar_tref ~ sal + temp + phosphate_star 56 0.0015096 -5.586189e+02 12.336862 0.0035473 1982-1999 –> 2000-2009 0.6945544 0.6930448 -2.392492e+02 282.484979 17 21
SO (28.3, Inf] 2 cstar_tref ~ aou + nitrate 56 0.0105251 -3.431260e+02 1.389320 0.0306199 1982-1999 –> 2000-2009 0.7281434 0.7176183 -1.551243e+01 197.396492 24 29
SO (28.3, Inf] 2 cstar_tref ~ oxygen + nitrate 56 0.0014445 -5.655601e+02 2.974255 0.0030674 1982-1999 –> 2000-2009 0.7579145 0.7564700 -2.224454e+02 199.432188 15 21
SO (28.3, Inf] 3 cstar_tref ~ sal + temp + nitrate 56 0.0008008 -6.296257e+02 5.582700 0.0022026 1982-1999 –> 2000-2009 0.7663105 0.7655097 -2.810185e+02 213.863885 2 9
SO (28.3, Inf] 2 cstar_tref ~ sal + nitrate 56 0.0008009 -6.316179e+02 4.436591 0.0021942 1982-1999 –> 2000-2009 0.7665042 0.7657034 -2.849363e+02 7.594849 3 11
SO (28.3, Inf] 3 cstar_tref ~ temp + nitrate + phosphate_star 56 0.0008934 -6.173713e+02 41.515703 0.0019575 1982-1999 –> 2000-2009 0.7829323 0.7820389 -2.624835e+02 727.882269 7 18
SO (28.3, Inf] 3 cstar_tref ~ sal + temp + aou 56 0.0035132 -4.640171e+02 16.627819 0.0078569 1982-1999 –> 2000-2009 0.7831498 0.7796366 -1.100338e+02 391.574302 20 29

5.4.2 per fitting unit

lm_best %>%
  select(-n_predictors) %>%
  group_by(basin, gamma_slab, eras) %>% 
  summarise(rmse_sum_mean = mean(rmse_sum),
            ais_sum_mean = mean(aic_sum)) %>% 
  ungroup() %>% 
  kable() %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")
basin gamma_slab eras rmse_sum_mean ais_sum_mean
Atlantic (-Inf,26] 1982-1999 –> 2000-2009 9.4778812 2300.091682
Atlantic (-Inf,26] 2000-2009 –> 2010-2019 8.7478422 2412.611701
Atlantic (26,26.5] 1982-1999 –> 2000-2009 8.0494145 6286.319000
Atlantic (26,26.5] 2000-2009 –> 2010-2019 9.0303221 7141.756776
Atlantic (26.5,26.75] 1982-1999 –> 2000-2009 6.4097149 5240.277981
Atlantic (26.5,26.75] 2000-2009 –> 2010-2019 6.7078701 5231.334079
Atlantic (26.75,27] 1982-1999 –> 2000-2009 4.7107376 5124.726883
Atlantic (26.75,27] 2000-2009 –> 2010-2019 4.5799020 5032.358929
Atlantic (27,27.25] 1982-1999 –> 2000-2009 2.8557559 4691.469667
Atlantic (27,27.25] 2000-2009 –> 2010-2019 3.3159682 5064.923926
Atlantic (27.25,27.5] 1982-1999 –> 2000-2009 2.6098262 4766.068161
Atlantic (27.25,27.5] 2000-2009 –> 2010-2019 2.9982978 5199.402299
Atlantic (27.5,27.75] 1982-1999 –> 2000-2009 2.8859994 6719.563919
Atlantic (27.5,27.75] 2000-2009 –> 2010-2019 3.2325836 7832.292309
Atlantic (27.75,27.85] 1982-1999 –> 2000-2009 3.6818019 3443.996563
Atlantic (27.75,27.85] 2000-2009 –> 2010-2019 3.7064782 3792.737716
Atlantic (27.85,27.95] 1982-1999 –> 2000-2009 8.7261777 12298.081033
Atlantic (27.85,27.95] 2000-2009 –> 2010-2019 9.0839645 13087.109319
Atlantic (27.95,28.05] 1982-1999 –> 2000-2009 1.7226339 4775.561954
Atlantic (27.95,28.05] 2000-2009 –> 2010-2019 2.0227558 5956.904233
Atlantic (28.05,28.1] 1982-1999 –> 2000-2009 0.8847340 2067.633580
Atlantic (28.05,28.1] 2000-2009 –> 2010-2019 0.8489615 1924.379456
Atlantic (28.1,28.15] 1982-1999 –> 2000-2009 0.6537160 949.032103
Atlantic (28.1,28.15] 2000-2009 –> 2010-2019 0.6519499 1190.320426
Atlantic (28.15,28.2] 1982-1999 –> 2000-2009 0.2262911 -760.396102
Atlantic (28.15,28.2] 2000-2009 –> 2010-2019 0.2528911 -541.470846
Atlantic (28.2, Inf] 1982-1999 –> 2000-2009 0.0794048 -538.033018
Atlantic (28.2, Inf] 2000-2009 –> 2010-2019 0.0049256 -586.265725
Indian (-Inf,26] 1982-1999 –> 2000-2009 9.0749327 5391.417948
Indian (-Inf,26] 2000-2009 –> 2010-2019 9.2794324 3089.854375
Indian (26,26.5] 1982-1999 –> 2000-2009 10.6389295 9195.375646
Indian (26,26.5] 2000-2009 –> 2010-2019 10.3298065 5745.171778
Indian (26.5,26.75] 1982-1999 –> 2000-2009 7.6231162 9542.414390
Indian (26.5,26.75] 2000-2009 –> 2010-2019 7.5722271 6248.662794
Indian (26.75,27] 1982-1999 –> 2000-2009 5.6029011 8644.905412
Indian (26.75,27] 2000-2009 –> 2010-2019 5.1885904 5312.269184
Indian (27,27.25] 1982-1999 –> 2000-2009 2.2128758 5488.115941
Indian (27,27.25] 2000-2009 –> 2010-2019 2.3968346 3361.417450
Indian (27.25,27.5] 1982-1999 –> 2000-2009 2.2223198 6228.147948
Indian (27.25,27.5] 2000-2009 –> 2010-2019 2.2759763 3749.287691
Indian (27.5,27.75] 1982-1999 –> 2000-2009 1.8310117 6495.741056
Indian (27.5,27.75] 2000-2009 –> 2010-2019 1.7276989 3934.571845
Indian (27.75,27.85] 1982-1999 –> 2000-2009 0.9829894 1727.576127
Indian (27.75,27.85] 2000-2009 –> 2010-2019 0.7898894 776.380066
Indian (27.85,27.95] 1982-1999 –> 2000-2009 0.5790817 555.326676
Indian (27.85,27.95] 2000-2009 –> 2010-2019 0.4984797 54.953776
Indian (27.95,28.05] 1982-1999 –> 2000-2009 0.6330152 1107.285904
Indian (27.95,28.05] 2000-2009 –> 2010-2019 0.5719748 447.466900
Indian (28.05,28.1] 1982-1999 –> 2000-2009 0.5157172 250.606516
Indian (28.05,28.1] 2000-2009 –> 2010-2019 0.4134189 -239.026375
Indian (28.1,28.2] 1982-1999 –> 2000-2009 0.4175241 -1046.201182
Indian (28.1,28.2] 2000-2009 –> 2010-2019 0.3959473 -933.832297
Indian (28.2,28.3] 1982-1999 –> 2000-2009 0.0724801 -442.169634
N_Atlantic (26,26.5] 1982-1999 –> 2000-2009 1.6707791 373.504501
N_Atlantic (26,26.5] 2000-2009 –> 2010-2019 3.0203033 502.566667
N_Atlantic (26.5,26.75] 1982-1999 –> 2000-2009 3.3171575 1050.543359
N_Atlantic (26.5,26.75] 2000-2009 –> 2010-2019 4.7626877 1090.521522
N_Atlantic (26.75,27] 1982-1999 –> 2000-2009 4.3156028 3303.949363
N_Atlantic (26.75,27] 2000-2009 –> 2010-2019 4.3386501 2891.978000
N_Atlantic (27,27.25] 1982-1999 –> 2000-2009 3.6092116 5407.826115
N_Atlantic (27,27.25] 2000-2009 –> 2010-2019 4.6653833 3789.661421
N_Atlantic (27.25,27.5] 1982-1999 –> 2000-2009 2.8240772 6127.050732
N_Atlantic (27.25,27.5] 2000-2009 –> 2010-2019 4.1614126 5923.730025
N_Atlantic (27.5,27.75] 1982-1999 –> 2000-2009 3.9918337 9058.089797
N_Atlantic (27.5,27.75] 2000-2009 –> 2010-2019 5.6846743 9439.989498
N_Atlantic (27.75,27.85] 1982-1999 –> 2000-2009 4.4730008 6567.177230
N_Atlantic (27.75,27.85] 2000-2009 –> 2010-2019 5.8467735 8009.563713
N_Atlantic (27.85,27.95] 1982-1999 –> 2000-2009 2.5488559 17201.698690
N_Atlantic (27.85,27.95] 2000-2009 –> 2010-2019 3.8723971 24424.105907
N_Atlantic (27.95,28.05] 1982-1999 –> 2000-2009 2.0342508 11062.541461
N_Atlantic (27.95,28.05] 2000-2009 –> 2010-2019 3.3385342 13690.536157
N_Atlantic (28.05,28.1] 1982-1999 –> 2000-2009 2.6655296 3488.334947
N_Atlantic (28.05,28.1] 2000-2009 –> 2010-2019 2.8879711 4030.533878
N_Atlantic (28.1,28.15] 1982-1999 –> 2000-2009 1.1331911 567.634176
N_Atlantic (28.1,28.15] 2000-2009 –> 2010-2019 1.5102030 952.023063
N_Atlantic (28.15,28.2] 2000-2009 –> 2010-2019 0.3351716 -3.236284
N_Atlantic (28.2, Inf] 1982-1999 –> 2000-2009 0.3965770 -7.975906
N_Atlantic (28.2, Inf] 2000-2009 –> 2010-2019 0.3196753 4.835137
N_Pacific (-Inf,26] 1982-1999 –> 2000-2009 4.9586264 839.575226
N_Pacific (-Inf,26] 2000-2009 –> 2010-2019 5.2217030 1729.024886
N_Pacific (26,26.5] 1982-1999 –> 2000-2009 6.5819472 3248.591223
N_Pacific (26,26.5] 2000-2009 –> 2010-2019 6.9062914 4619.905674
N_Pacific (26.5,26.75] 1982-1999 –> 2000-2009 2.9144710 2303.210296
N_Pacific (26.5,26.75] 2000-2009 –> 2010-2019 3.0484247 3687.279425
N_Pacific (26.75,27] 1982-1999 –> 2000-2009 1.5426322 2293.832173
N_Pacific (26.75,27] 2000-2009 –> 2010-2019 1.6956054 3395.682445
N_Pacific (27,27.25] 1982-1999 –> 2000-2009 1.1768964 2150.193879
N_Pacific (27,27.25] 2000-2009 –> 2010-2019 1.2707738 2964.340752
N_Pacific (27.25,27.5] 1982-1999 –> 2000-2009 1.0783315 2683.713883
N_Pacific (27.25,27.5] 2000-2009 –> 2010-2019 1.1111591 3675.874104
N_Pacific (27.5,27.75] 1982-1999 –> 2000-2009 0.4371067 -448.282765
N_Pacific (27.5,27.75] 2000-2009 –> 2010-2019 0.4194519 -850.240941
N_Pacific (27.75,27.85] 1982-1999 –> 2000-2009 0.2672116 -917.860810
N_Pacific (27.75,27.85] 2000-2009 –> 2010-2019 0.3143605 -967.667852
N_Pacific (27.85,27.95] 1982-1999 –> 2000-2009 0.4376232 -525.527777
N_Pacific (27.85,27.95] 2000-2009 –> 2010-2019 0.3672748 -1010.483030
N_Pacific (27.95,28.05] 1982-1999 –> 2000-2009 0.3316988 -1550.993036
N_Pacific (27.95,28.05] 2000-2009 –> 2010-2019 0.3795574 -1686.770667
N_Pacific (28.05,28.1] 1982-1999 –> 2000-2009 0.0799272 -6038.681764
N_Pacific (28.05,28.1] 2000-2009 –> 2010-2019 0.0726298 -11644.603278
N_Pacific (28.1,28.2] 1982-1999 –> 2000-2009 0.0144544 -7639.157236
N_Pacific (28.1,28.2] 2000-2009 –> 2010-2019 0.0142645 -16488.585275
Pacific (-Inf,26] 1982-1999 –> 2000-2009 18.1826520 33868.571153
Pacific (-Inf,26] 2000-2009 –> 2010-2019 17.9371916 56572.465982
Pacific (26,26.5] 1982-1999 –> 2000-2009 16.4713474 21694.209698
Pacific (26,26.5] 2000-2009 –> 2010-2019 17.6372186 29162.938653
Pacific (26.5,26.75] 1982-1999 –> 2000-2009 14.7384500 14251.853739
Pacific (26.5,26.75] 2000-2009 –> 2010-2019 18.9477448 19970.705063
Pacific (26.75,27] 1982-1999 –> 2000-2009 9.4488847 14046.034077
Pacific (26.75,27] 2000-2009 –> 2010-2019 11.1116851 22960.778880
Pacific (27,27.25] 1982-1999 –> 2000-2009 5.6558209 15612.166177
Pacific (27,27.25] 2000-2009 –> 2010-2019 6.7221775 24913.041925
Pacific (27.25,27.5] 1982-1999 –> 2000-2009 2.9347918 15923.021060
Pacific (27.25,27.5] 2000-2009 –> 2010-2019 3.1214802 23679.349946
Pacific (27.5,27.75] 1982-1999 –> 2000-2009 1.9082192 12383.428254
Pacific (27.5,27.75] 2000-2009 –> 2010-2019 1.8433720 18103.812387
Pacific (27.75,27.85] 1982-1999 –> 2000-2009 1.2390039 4414.963021
Pacific (27.75,27.85] 2000-2009 –> 2010-2019 1.1370061 6264.915606
Pacific (27.85,27.95] 1982-1999 –> 2000-2009 0.9252030 4015.434544
Pacific (27.85,27.95] 2000-2009 –> 2010-2019 0.9873577 7427.572172
Pacific (27.95,28.05] 1982-1999 –> 2000-2009 0.6679526 4447.037150
Pacific (27.95,28.05] 2000-2009 –> 2010-2019 0.7509120 8037.755300
Pacific (28.05,28.1] 1982-1999 –> 2000-2009 0.4641542 -235.856548
Pacific (28.05,28.1] 2000-2009 –> 2010-2019 0.4644408 -612.154943
Pacific (28.1,28.2] 1982-1999 –> 2000-2009 0.1712107 -9024.471160
Pacific (28.1,28.2] 2000-2009 –> 2010-2019 0.1575072 -13685.227534
SO (-Inf,26] 1982-1999 –> 2000-2009 2.3646841 132.145089
SO (-Inf,26] 2000-2009 –> 2010-2019 2.2733585 80.872132
SO (26,26.5] 1982-1999 –> 2000-2009 4.3824032 958.038512
SO (26,26.5] 2000-2009 –> 2010-2019 3.9664139 700.137449
SO (26.5,26.75] 1982-1999 –> 2000-2009 6.0987396 2336.400073
SO (26.5,26.75] 2000-2009 –> 2010-2019 4.8261333 1738.934653
SO (26.75,27] 1982-1999 –> 2000-2009 6.9921658 5988.282482
SO (26.75,27] 2000-2009 –> 2010-2019 7.0118514 5232.868178
SO (27,27.25] 1982-1999 –> 2000-2009 6.0500273 11011.900721
SO (27,27.25] 2000-2009 –> 2010-2019 5.7514613 9320.457938
SO (27.25,27.5] 1982-1999 –> 2000-2009 3.2136001 10070.877544
SO (27.25,27.5] 2000-2009 –> 2010-2019 3.9095398 9767.686297
SO (27.5,27.75] 1982-1999 –> 2000-2009 1.9274585 7918.619259
SO (27.5,27.75] 2000-2009 –> 2010-2019 2.4145752 9001.387663
SO (27.75,27.85] 1982-1999 –> 2000-2009 1.8922912 3741.510550
SO (27.75,27.85] 2000-2009 –> 2010-2019 1.7609631 3841.430919
SO (27.85,27.95] 1982-1999 –> 2000-2009 2.2008325 5778.215775
SO (27.85,27.95] 2000-2009 –> 2010-2019 1.9063575 5540.418532
SO (27.95,28.05] 1982-1999 –> 2000-2009 2.8457424 11698.510813
SO (27.95,28.05] 2000-2009 –> 2010-2019 2.4477386 12706.863640
SO (28.05,28.1] 1982-1999 –> 2000-2009 2.1563709 7514.258391
SO (28.05,28.1] 2000-2009 –> 2010-2019 2.0970508 8804.410878
SO (28.1,28.15] 1982-1999 –> 2000-2009 0.7343590 644.767735
SO (28.1,28.15] 2000-2009 –> 2010-2019 0.9415984 1414.296744
SO (28.1,28.2] 1982-1999 –> 2000-2009 1.2465863 10832.299741
SO (28.1,28.2] 2000-2009 –> 2010-2019 1.0293049 8340.292070
SO (28.15,28.2] 1982-1999 –> 2000-2009 0.4610588 -55.729657
SO (28.15,28.2] 2000-2009 –> 2010-2019 0.5034744 154.169864
SO (28.2, Inf] 1982-1999 –> 2000-2009 0.2257589 -2154.283981
SO (28.2, Inf] 2000-2009 –> 2010-2019 0.2118078 -3866.913491
SO (28.2,28.3] 1982-1999 –> 2000-2009 0.9811888 2835.797370
SO (28.2,28.3] 2000-2009 –> 2010-2019 1.0125276 3068.025136
SO (28.3, Inf] 1982-1999 –> 2000-2009 0.7256588 -227.294987

5.5 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)

5.6 Plot selected model residuals

# plot model diagnostics, if activated
if (params_local$plot_all_figures == "y") {
  # mutate predictors column
  lm_best_plot <- lm_best_target %>%
    select(basin, gamma_slab, model, eras, era) %>%
    mutate(
      predictors = str_remove(model, paste(params_local$MLR_target, "~ ")),
      predictors = str_replace_all(predictors, "\\+ ", "")
    )
  
  # 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)[2]
      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)
        
        lm_best_basin_era_slab <- lm_best_plot %>%
          filter(basin == i_basin, era == i_era, gamma_slab == i_gamma_slab)
        
        for (i_eras in unique(lm_best_basin_era_slab$eras)) {
          #i_eras <- unique(lm_best_basin_era_slab$eras)[1]
          print(i_eras)
          
          lm_best_basin_era_slab_eras <- lm_best_basin_era_slab %>%
            filter(eras == i_eras)
          
          for (i_predictors in unique(lm_best_basin_era_slab_eras$predictors)) {
            #i_predictors <- unique(lm_best_basin_era_slab$predictors)[1]
            print(i_predictors)
            # extract one model definition
            i_lm <- lm_all %>%
              filter(predictors == i_predictors) %>%
              select(lm_coeff) %>%
              pull()
            
             # fit model
          if (params_local$MLR_type == "rlm") {
            i_lm_fit <- MASS::rlm(as.formula(i_lm),
                                  data = GLODAP_basin_era_slab)
          }
          
          if (params_local$MLR_type == "lm") {
            i_lm_fit <- lm(as.formula(i_lm),
                           data = GLODAP_basin_era_slab)
          }
            
            # plot model diagnostics vs predictors
            
            p_model_predictors <- ggnostic(
              i_lm_fit,
              columnsY = c(params_local$MLR_target, ".fitted", ".resid"),
              title = paste(
                "era:",
                i_era,
                "| eras:",
                i_eras,
                "| basin:",
                i_basin,
                "| gamma slab:",
                i_gamma_slab,
                "| predictors:",
                i_predictors
              )
            )
            
            ggsave(
              plot = p_model_predictors,
              path = paste(path_version_figures, "eMLR_diagnostics/", sep = ""),
              filename = paste(
                "MLR_residuals",
                i_era,
                i_eras,
                i_basin,
                i_gamma_slab,
                i_predictors,
                "predictors.png",
                sep = "_"
              ),
              width = 14,
              height = 8
            )

            rm(p_model_predictors)
            
            
            # plot model diagnostics vs location
            
            GLODAP_basin_era_slab <- GLODAP_basin_era_slab %>%
              mutate(fitted = i_lm_fit$fitted.values,
                     residuals = i_lm_fit$residuals)
            
            GLODAP_basin_era_slab_long <- GLODAP_basin_era_slab %>% 
              pivot_longer(cols = c(params_local$MLR_target , fitted, residuals),
                           names_to = "estimate",
                           values_to = "value"
              ) %>% 
              pivot_longer(cols = c(lat, lon, depth),
                           names_to = "coordinate_type",
                           values_to = "coordinate_value"
              )

             p_model_coordinate <- GLODAP_basin_era_slab_long %>%
              ggplot(aes(coordinate_value, value)) +
              geom_bin2d() +
              scale_fill_viridis_c() +
              labs(
                title = paste(
                  "era:",
                  i_era,
                  "| eras:",
                  i_eras,
                  "| basin:",
                  i_basin,
                  "| gamma slab:",
                  i_gamma_slab,
                  "| predictors:",
                  i_predictors
                )
              ) +
              facet_grid(estimate~coordinate_type,
                         scales = "free")

            ggsave(
              plot = p_model_coordinate,
              path = paste(path_version_figures, "eMLR_diagnostics", sep = ""),
              filename = paste(
                "Location_MLR_residuals",
                i_era,
                i_eras,
                i_basin,
                i_gamma_slab,
                i_predictors,
                "predictors.png",
                sep = "_"
              ),
              width = 14,
              height = 8
            )

            rm(p_model_coordinate)
            
          }
          
        }
        
      }
    }
  }
  
  rm(
    lm_best_plot,
    lm_best_basin_era_slab,
    i_rmse,
    GLODAP_basin_era,
    GLODAP_basin_era_slab,
    i_lm,
    lm_all_fitted,
    i_basin,
    i_era,
    i_gamma_slab,
    i_predictors,
    lm_all,
    i_aic,
    i_n_predictors,
    i_resid_max
  )
  
}

Individual residual plots of the MLR models for each basin, era, eras and neutral density (gamma) slab are available at:

/nfs/kryo/work/jenmueller/emlr_cant/model/v_XXX/figures/eMLR_diagnostics/

5.7 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)

5.8 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 = ""))

lm_best %>%
  write_csv(paste(path_version_data,
                  "lm_best.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

if (params_local$MLR_criterion != "rank") {
lm_all_fitted_wide %>%
  ggplot(aes(as.factor(n_predictors),
             !!sym(params_local$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")
}

6.1.2 Best models

if (params_local$MLR_criterion != "rank") {
lm_best_target %>%
  ggplot(aes("",
             !!sym(params_local$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")
}

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
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
6c53dbf Donghe-Zhu 2021-03-25
1914a11 Donghe-Zhu 2021-03-24
8be810e Donghe-Zhu 2021-03-23
bf19764 Donghe-Zhu 2021-03-22
3ec9d3d Donghe-Zhu 2021-03-22
134ace1 Donghe-Zhu 2021-03-22
f6d70a4 Donghe-Zhu 2021-03-22
183443b Donghe-Zhu 2021-03-21
2e6976b Donghe-Zhu 2021-03-21
51a42bd Donghe-Zhu 2021-03-16
f745381 Donghe-Zhu 2021-03-16
aecbf75 Donghe-Zhu 2021-03-14
1b2a0c2 Donghe-Zhu 2021-03-14
6733e48 Donghe-Zhu 2021-03-12
ba71e6a Donghe-Zhu 2021-03-12
9dbf5bd Donghe-Zhu 2021-03-11
a49df30 Donghe-Zhu 2021-03-11
b3348a5 Donghe-Zhu 2021-03-11
1c24ff7 Donghe-Zhu 2021-03-10
94ce5a8 Donghe-Zhu 2021-03-10
db33928 Donghe-Zhu 2021-03-10
3d1f470 Donghe-Zhu 2021-03-10
9b7bc66 Donghe-Zhu 2021-03-10
5365f80 Donghe-Zhu 2021-03-10
2b6c392 Donghe-Zhu 2021-03-10
9f58753 Donghe-Zhu 2021-03-10
9d5a62c Donghe-Zhu 2021-03-10
5d1e70b Donghe-Zhu 2021-03-10
2093979 Donghe-Zhu 2021-03-10
b865899 Donghe-Zhu 2021-03-10
cc2a956 Donghe-Zhu 2021-03-10
dba33c8 Donghe-Zhu 2021-03-09
17f1c4a Donghe-Zhu 2021-03-09
c024d1a Donghe-Zhu 2021-03-09
02f7242 Donghe-Zhu 2021-03-09
1691156 Donghe-Zhu 2021-03-08
c0ceaf8 Donghe-Zhu 2021-03-08
058e0a1 Donghe-Zhu 2021-03-08
112dea0 Donghe-Zhu 2021-03-08
1843412 Donghe-Zhu 2021-03-08
3fbbfa4 Donghe-Zhu 2021-03-07
627c8fb Donghe-Zhu 2021-03-07
9ef3222 Donghe-Zhu 2021-03-05
8c1e978 Donghe-Zhu 2021-03-05
865f68c Donghe-Zhu 2021-03-05
ee69bc1 Donghe-Zhu 2021-03-05
a79291f Donghe-Zhu 2021-03-05
e8c6f30 Donghe-Zhu 2021-03-04
59288fe Donghe-Zhu 2021-03-04
731abc8 Donghe-Zhu 2021-03-04
e2a5a33 Donghe-Zhu 2021-03-04
c7892c1 Donghe-Zhu 2021-03-04
924430b Donghe-Zhu 2021-03-03
0d0bca1 Donghe-Zhu 2021-03-03
cb63c16 Donghe-Zhu 2021-03-03
ffda45a Donghe-Zhu 2021-03-03
691ba81 Donghe-Zhu 2021-03-03
c5e45a2 Donghe-Zhu 2021-03-03
89c3e58 Donghe-Zhu 2021-03-03
c911669 Donghe-Zhu 2021-03-03
13666ca Donghe-Zhu 2021-03-01
c6e60fe Donghe-Zhu 2021-03-01
7a388f7 Donghe-Zhu 2021-03-01
799e913 Donghe-Zhu 2021-03-01
66ff99f Donghe-Zhu 2021-03-01
ac9bb7a Donghe-Zhu 2021-02-28
efdc047 Donghe-Zhu 2021-02-28
e9a7418 Donghe-Zhu 2021-02-28
287123c Donghe-Zhu 2021-02-27
54d5b5b Donghe-Zhu 2021-02-27
330f064 Donghe-Zhu 2021-02-27
adbc9bc Donghe-Zhu 2021-02-27
5937141 Donghe-Zhu 2021-02-27
4414bbf Donghe-Zhu 2021-02-27
a265efb Donghe-Zhu 2021-02-27
19edd1e Donghe-Zhu 2021-02-27
f20483f Donghe-Zhu 2021-02-26
6a2c7b3 Donghe-Zhu 2021-02-25
02b976d Donghe-Zhu 2021-02-24
354c224 Donghe-Zhu 2021-02-24
1a0a88a Donghe-Zhu 2021-02-24
57f701e Donghe-Zhu 2021-02-24
06f3149 Donghe-Zhu 2021-02-16
e3bba84 Donghe-Zhu 2021-02-15
5dce4b1 Donghe-Zhu 2021-02-15
4469a0c Donghe-Zhu 2021-02-13
5ae6a69 Donghe-Zhu 2021-02-10
05385dc Donghe-Zhu 2021-02-10
f791ae4 Donghe-Zhu 2021-02-09
f71ae34 Donghe-Zhu 2021-02-09
c011832 Donghe-Zhu 2021-02-09
a145fa7 Donghe-Zhu 2021-02-09
c344e42 Donghe-Zhu 2021-02-08
2f095d7 Donghe-Zhu 2021-02-07
1fad5f1 Donghe-Zhu 2021-02-07
ca03c39 Donghe-Zhu 2021-02-07
cd7c52c Donghe-Zhu 2021-02-04
bcf84f4 Donghe-Zhu 2021-02-02
61666de Donghe-Zhu 2021-01-31
865b582 Donghe-Zhu 2021-01-31
3e68089 Donghe-Zhu 2021-01-31
ecf335c Donghe-Zhu 2021-01-31
a618965 Donghe-Zhu 2021-01-31
59e006e Donghe-Zhu 2021-01-31
a1c8f87 Donghe-Zhu 2021-01-31
ae5c18f Donghe-Zhu 2021-01-31
b50fe52 Donghe-Zhu 2021-01-31
ac99ae5 jens-daniel-mueller 2021-01-29
b5bdcaf Donghe-Zhu 2021-01-29
442010d Donghe-Zhu 2021-01-29
372adf5 Donghe-Zhu 2021-01-29
af8788e Donghe-Zhu 2021-01-29
21c91c9 Donghe-Zhu 2021-01-29
eded038 Donghe-Zhu 2021-01-29
541d4dd Donghe-Zhu 2021-01-29
6a75576 Donghe-Zhu 2021-01-28
16fba40 Donghe-Zhu 2021-01-28
12bc567 Donghe-Zhu 2021-01-27
ceed31b Donghe-Zhu 2021-01-27
342402d Donghe-Zhu 2021-01-27
5bad5c2 Donghe-Zhu 2021-01-27
61efb56 Donghe-Zhu 2021-01-25
48f638e Donghe-Zhu 2021-01-25
c1cec47 Donghe-Zhu 2021-01-25
05ffb0c Donghe-Zhu 2021-01-25
8b97165 Donghe-Zhu 2021-01-25
c569946 Donghe-Zhu 2021-01-24
a2f0d56 Donghe-Zhu 2021-01-23
28509fc Donghe-Zhu 2021-01-23
4c28e4a Donghe-Zhu 2021-01-22
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19
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
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
6c53dbf Donghe-Zhu 2021-03-25
1914a11 Donghe-Zhu 2021-03-24
8be810e Donghe-Zhu 2021-03-23
bf19764 Donghe-Zhu 2021-03-22
3ec9d3d Donghe-Zhu 2021-03-22
134ace1 Donghe-Zhu 2021-03-22
f6d70a4 Donghe-Zhu 2021-03-22
183443b Donghe-Zhu 2021-03-21
2e6976b Donghe-Zhu 2021-03-21
51a42bd Donghe-Zhu 2021-03-16
f745381 Donghe-Zhu 2021-03-16
aecbf75 Donghe-Zhu 2021-03-14
1b2a0c2 Donghe-Zhu 2021-03-14
6733e48 Donghe-Zhu 2021-03-12
ba71e6a Donghe-Zhu 2021-03-12
9dbf5bd Donghe-Zhu 2021-03-11
a49df30 Donghe-Zhu 2021-03-11
b3348a5 Donghe-Zhu 2021-03-11
1c24ff7 Donghe-Zhu 2021-03-10
94ce5a8 Donghe-Zhu 2021-03-10
db33928 Donghe-Zhu 2021-03-10
3d1f470 Donghe-Zhu 2021-03-10
9b7bc66 Donghe-Zhu 2021-03-10
4168b43 Donghe-Zhu 2021-03-10
5365f80 Donghe-Zhu 2021-03-10
2b6c392 Donghe-Zhu 2021-03-10
9f58753 Donghe-Zhu 2021-03-10
fd528ed Donghe-Zhu 2021-03-10
9d5a62c Donghe-Zhu 2021-03-10
5d1e70b Donghe-Zhu 2021-03-10
2093979 Donghe-Zhu 2021-03-10
b865899 Donghe-Zhu 2021-03-10
cc2a956 Donghe-Zhu 2021-03-10
60689fb Donghe-Zhu 2021-03-10
dba33c8 Donghe-Zhu 2021-03-09
17f1c4a Donghe-Zhu 2021-03-09
c024d1a Donghe-Zhu 2021-03-09
02f7242 Donghe-Zhu 2021-03-09
6f50bc6 Donghe-Zhu 2021-03-09
1691156 Donghe-Zhu 2021-03-08
c0ceaf8 Donghe-Zhu 2021-03-08
058e0a1 Donghe-Zhu 2021-03-08
112dea0 Donghe-Zhu 2021-03-08
1843412 Donghe-Zhu 2021-03-08
3fbbfa4 Donghe-Zhu 2021-03-07
627c8fb Donghe-Zhu 2021-03-07
9ef3222 Donghe-Zhu 2021-03-05
8c1e978 Donghe-Zhu 2021-03-05
865f68c Donghe-Zhu 2021-03-05
ee69bc1 Donghe-Zhu 2021-03-05
a79291f Donghe-Zhu 2021-03-05
e8c6f30 Donghe-Zhu 2021-03-04
59288fe Donghe-Zhu 2021-03-04
731abc8 Donghe-Zhu 2021-03-04
e2a5a33 Donghe-Zhu 2021-03-04
c7892c1 Donghe-Zhu 2021-03-04
924430b Donghe-Zhu 2021-03-03
0d0bca1 Donghe-Zhu 2021-03-03
cb63c16 Donghe-Zhu 2021-03-03
ffda45a Donghe-Zhu 2021-03-03
691ba81 Donghe-Zhu 2021-03-03
c5e45a2 Donghe-Zhu 2021-03-03
89c3e58 Donghe-Zhu 2021-03-03
c407a50 Donghe-Zhu 2021-03-03
c911669 Donghe-Zhu 2021-03-03
b71c719 Donghe-Zhu 2021-03-01
13666ca Donghe-Zhu 2021-03-01
c6e60fe Donghe-Zhu 2021-03-01
7a388f7 Donghe-Zhu 2021-03-01
799e913 Donghe-Zhu 2021-03-01
66ff99f Donghe-Zhu 2021-03-01
ac9bb7a Donghe-Zhu 2021-02-28
efdc047 Donghe-Zhu 2021-02-28
e9a7418 Donghe-Zhu 2021-02-28
e152917 Donghe-Zhu 2021-02-28
287123c Donghe-Zhu 2021-02-27
54d5b5b Donghe-Zhu 2021-02-27
330f064 Donghe-Zhu 2021-02-27
adbc9bc Donghe-Zhu 2021-02-27
5937141 Donghe-Zhu 2021-02-27
4414bbf Donghe-Zhu 2021-02-27
a265efb Donghe-Zhu 2021-02-27
19edd1e Donghe-Zhu 2021-02-27
f20483f Donghe-Zhu 2021-02-26
6a2c7b3 Donghe-Zhu 2021-02-25
354c224 Donghe-Zhu 2021-02-24
1a0a88a Donghe-Zhu 2021-02-24
57f701e Donghe-Zhu 2021-02-24
06f3149 Donghe-Zhu 2021-02-16
401eab3 Donghe-Zhu 2021-02-15
e3bba84 Donghe-Zhu 2021-02-15
5dce4b1 Donghe-Zhu 2021-02-15
4469a0c Donghe-Zhu 2021-02-13
5ae6a69 Donghe-Zhu 2021-02-10
05385dc Donghe-Zhu 2021-02-10
f791ae4 Donghe-Zhu 2021-02-09
f71ae34 Donghe-Zhu 2021-02-09
c011832 Donghe-Zhu 2021-02-09
a145fa7 Donghe-Zhu 2021-02-09
c344e42 Donghe-Zhu 2021-02-08
2f095d7 Donghe-Zhu 2021-02-07
1fad5f1 Donghe-Zhu 2021-02-07
ca03c39 Donghe-Zhu 2021-02-07
e2ffc14 Donghe-Zhu 2021-02-05
cd7c52c Donghe-Zhu 2021-02-04
bcf84f4 Donghe-Zhu 2021-02-02
a518739 Donghe-Zhu 2021-02-01
61666de Donghe-Zhu 2021-01-31
865b582 Donghe-Zhu 2021-01-31
3e68089 Donghe-Zhu 2021-01-31
ecf335c Donghe-Zhu 2021-01-31
a618965 Donghe-Zhu 2021-01-31
59e006e Donghe-Zhu 2021-01-31
a1c8f87 Donghe-Zhu 2021-01-31
ae5c18f Donghe-Zhu 2021-01-31
b50fe52 Donghe-Zhu 2021-01-31
ac99ae5 jens-daniel-mueller 2021-01-29
b5bdcaf Donghe-Zhu 2021-01-29
442010d Donghe-Zhu 2021-01-29
372adf5 Donghe-Zhu 2021-01-29
af8788e Donghe-Zhu 2021-01-29
21c91c9 Donghe-Zhu 2021-01-29
eded038 Donghe-Zhu 2021-01-29
541d4dd Donghe-Zhu 2021-01-29
6a75576 Donghe-Zhu 2021-01-28
16fba40 Donghe-Zhu 2021-01-28
12bc567 Donghe-Zhu 2021-01-27
ceed31b Donghe-Zhu 2021-01-27
342402d Donghe-Zhu 2021-01-27
5bad5c2 Donghe-Zhu 2021-01-27
61efb56 Donghe-Zhu 2021-01-25
48f638e Donghe-Zhu 2021-01-25
c1cec47 Donghe-Zhu 2021-01-25
05ffb0c Donghe-Zhu 2021-01-25
8b97165 Donghe-Zhu 2021-01-25
c569946 Donghe-Zhu 2021-01-24
a2f0d56 Donghe-Zhu 2021-01-23
28509fc Donghe-Zhu 2021-01-23
4c28e4a Donghe-Zhu 2021-01-22
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19
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,
              values_fill = 0)

# 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 oxygen phosphate phosphate_star sal temp
Atlantic - 1982-1999 --> 2000-2009
(-Inf,26] 8 10 3 5 4 9 5
(26,26.5] 7 10 3 5 4 6 8
(26.5,26.75] 7 10 3 3 4 6 7
(26.75,27] 6 10 4 3 3 5 5
(27,27.25] 6 10 4 4 4 10 5
(27.25,27.5] 6 10 5 4 3 10 5
(27.5,27.75] 8 10 4 2 4 10 5
(27.75,27.85] 7 10 5 2 5 7 8
(27.85,27.95] 7 8 4 6 5 6 8
(27.95,28.05] 5 10 4 4 4 7 9
(28.05,28.1] 5 5 3 5 5 10 5
(28.1,28.15] 5 7 0 5 6 7 4
(28.15,28.2] 7 5 3 3 5 10 6
(28.2, Inf] 5 4 1 3 8 2 4
total 89.00 119.00 46.00 54.00 64.00 105.00 84.00
Atlantic - 2000-2009 --> 2010-2019
(-Inf,26] 8 10 5 4 4 8 5
(26,26.5] 7 10 4 3 5 6 8
(26.5,26.75] 6 10 4 1 5 8 5
(26.75,27] 7 9 2 4 3 6 6
(27,27.25] 6 10 5 4 3 10 6
(27.25,27.5] 6 10 6 4 2 10 5
(27.5,27.75] 7 10 2 6 6 7 6
(27.75,27.85] 8 10 4 3 7 6 6
(27.85,27.95] 8 10 2 6 6 6 6
(27.95,28.05] 4 10 2 4 6 5 10
(28.05,28.1] 5 4 4 5 5 10 4
(28.1,28.15] 5 7 1 4 6 7 4
(28.15,28.2] 5 5 4 3 3 10 8
(28.2, Inf] 6 6 3 2 6 0 6
total 88.00 121.00 48.00 53.00 67.00 99.00 85.00
Indian - 1982-1999 --> 2000-2009
(-Inf,26] 6 6 3 5 6 8 9
(26,26.5] 6 6 3 7 4 6 10
(26.5,26.75] 6 7 3 4 6 7 10
(26.75,27] 6 7 0 6 7 10 7
(27,27.25] 5 7 3 5 3 10 10
(27.25,27.5] 4 5 4 2 3 8 10
(27.5,27.75] 6 9 4 5 3 10 6
(27.75,27.85] 7 9 5 0 4 6 5
(27.85,27.95] 6 6 4 2 4 8 8
(27.95,28.05] 4 6 2 2 4 8 10
(28.05,28.1] 5 3 3 3 5 10 7
(28.1,28.2] 6 10 4 5 6 6 7
(28.2,28.3] 5 6 3 1 5 3 5
total 72.00 87.00 41.00 47.00 60.00 100.00 104.00
Indian - 2000-2009 --> 2010-2019
(-Inf,26] 6 6 3 3 8 8 9
(26,26.5] 6 7 1 6 6 7 10
(26.5,26.75] 5 6 3 4 6 8 10
(26.75,27] 6 6 3 4 7 9 7
(27,27.25] 6 7 2 4 5 9 10
(27.25,27.5] 4 5 4 3 2 9 9
(27.5,27.75] 7 10 5 5 2 8 5
(27.75,27.85] 7 8 4 2 3 7 6
(27.85,27.95] 6 6 4 2 4 8 8
(27.95,28.05] 4 6 2 2 4 8 10
(28.05,28.1] 5 3 3 3 5 8 9
(28.1,28.2] 6 7 3 5 7 10 6
total 68.00 77.00 37.00 43.00 59.00 99.00 99.00
N_Atlantic - 1982-1999 --> 2000-2009
(26,26.5] 5 3 2 4 6 7 6
(26.5,26.75] 5 4 1 4 6 6 10
(26.75,27] 4 4 4 2 6 8 9
(27,27.25] 7 6 3 5 7 6 8
(27.25,27.5] 6 10 4 3 5 10 6
(27.5,27.75] 5 10 1 5 6 10 5
(27.75,27.85] 7 10 1 7 6 6 7
(27.85,27.95] 8 10 3 4 7 5 6
(27.95,28.05] 7 10 4 5 5 6 7
(28.05,28.1] 8 10 4 5 5 6 6
(28.1,28.15] 2 6 2 2 5 6 7
(28.2, Inf] 8 10 4 5 5 6 6
total 72.00 93.00 33.00 51.00 69.00 82.00 83.00
N_Atlantic - 2000-2009 --> 2010-2019
(26,26.5] 6 5 3 2 4 10 6
(26.5,26.75] 5 4 1 4 6 6 10
(26.75,27] 5 5 3 3 5 9 8
(27,27.25] 7 6 5 6 5 7 7
(27.25,27.5] 6 10 1 8 5 7 7
(27.5,27.75] 8 10 2 5 5 9 5
(27.75,27.85] 7 10 3 6 5 6 7
(27.85,27.95] 5 10 1 9 4 8 6
(27.95,28.05] 7 10 3 4 6 7 7
(28.05,28.1] 6 10 4 4 6 3 4
(28.1,28.15] 4 5 4 2 3 7 7
(28.15,28.2] 6 7 3 5 5 7 7
(28.2, Inf] 8 6 3 2 2 5 3
total 80.00 98.00 36.00 60.00 61.00 91.00 84.00
N_Pacific - 1982-1999 --> 2000-2009
(-Inf,26] 4 4 2 3 3 10 10
(26,26.5] 6 10 4 3 3 10 5
(26.5,26.75] 5 9 4 5 2 10 7
(26.75,27] 7 10 3 4 3 10 5
(27,27.25] 7 6 4 2 6 10 8
(27.25,27.5] 5 10 3 6 4 10 5
(27.5,27.75] 7 10 1 8 6 6 6
(27.75,27.85] 6 6 2 6 7 6 8
(27.85,27.95] 4 7 2 3 4 6 10
(27.95,28.05] 4 7 3 4 2 7 10
(28.05,28.1] 2 5 1 2 8 6 8
(28.1,28.2] 5 5 2 1 10 7 5
total 62.00 89.00 31.00 47.00 58.00 98.00 87.00
N_Pacific - 2000-2009 --> 2010-2019
(-Inf,26] 6 5 4 3 4 10 7
(26,26.5] 6 9 4 4 3 10 6
(26.5,26.75] 5 9 5 4 2 10 7
(26.75,27] 6 10 4 3 4 10 5
(27,27.25] 6 6 3 6 5 10 7
(27.25,27.5] 5 10 3 5 3 10 6
(27.5,27.75] 7 10 3 7 4 6 7
(27.75,27.85] 5 8 1 5 8 6 9
(27.85,27.95] 2 3 2 1 8 6 10
(27.95,28.05] 3 4 1 2 9 7 7
(28.05,28.1] 4 4 2 0 8 5 8
(28.1,28.2] 5 5 3 0 10 7 5
total 60.00 83.00 35.00 40.00 68.00 97.00 84.00
Pacific - 1982-1999 --> 2000-2009
(-Inf,26] 8 10 4 4 4 7 7
(26,26.5] 7 8 2 6 7 6 8
(26.5,26.75] 5 6 1 5 6 10 9
(26.75,27] 7 7 2 6 6 6 9
(27,27.25] 6 6 4 3 4 10 9
(27.25,27.5] 7 6 2 6 6 10 6
(27.5,27.75] 8 8 4 6 5 6 7
(27.75,27.85] 6 6 3 4 8 9 8
(27.85,27.95] 5 8 3 2 10 6 8
(27.95,28.05] 6 6 3 4 5 10 8
(28.05,28.1] 7 2 2 4 7 6 7
(28.1,28.2] 5 5 6 3 3 10 6
total 77.00 78.00 36.00 53.00 71.00 96.00 92.00
Pacific - 2000-2009 --> 2010-2019
(-Inf,26] 8 10 4 5 3 7 7
(26,26.5] 7 7 3 6 5 7 9
(26.5,26.75] 5 10 4 3 4 10 7
(26.75,27] 6 5 4 4 6 6 10
(27,27.25] 7 6 5 4 3 10 8
(27.25,27.5] 7 6 3 4 7 10 6
(27.5,27.75] 8 6 3 7 5 8 7
(27.75,27.85] 6 6 4 6 5 9 8
(27.85,27.95] 6 8 3 3 9 6 7
(27.95,28.05] 5 6 2 3 9 7 9
(28.05,28.1] 6 2 2 5 6 6 8
(28.1,28.2] 6 5 4 2 6 10 5
total 77.00 77.00 41.00 52.00 68.00 96.00 91.00
SO - 1982-1999 --> 2000-2009
(-Inf,26] 7 6 3 6 5 6 7
(26,26.5] 6 6 3 6 6 9 8
(26.5,26.75] 6 6 5 4 6 9 8
(26.75,27] 7 6 1 5 6 10 7
(27,27.25] 5 3 3 3 3 10 9
(27.25,27.5] 4 10 4 10 0 5 6
(27.5,27.75] 5 5 3 4 6 10 9
(27.75,27.85] 6 7 2 3 6 9 10
(27.85,27.95] 6 10 1 5 5 7 6
(27.95,28.05] 6 10 1 8 4 6 7
(28.05,28.1] 4 7 3 9 2 7 9
(28.1,28.15] 5 4 3 4 4 10 6
(28.1,28.2] 5 7 4 5 6 10 5
(28.15,28.2] 6 6 3 3 5 10 6
(28.2, Inf] 6 4 3 2 7 10 5
(28.2,28.3] 4 6 2 9 2 7 4
(28.3, Inf] 4 8 2 0 2 5 6
total 92.00 111.00 46.00 86.00 75.00 140.00 118.00
SO - 2000-2009 --> 2010-2019
(-Inf,26] 6 4 4 2 5 2 7
(26,26.5] 6 6 5 5 5 9 8
(26.5,26.75] 6 7 2 6 6 8 9
(26.75,27] 4 2 0 4 8 10 5
(27,27.25] 6 4 3 2 4 10 8
(27.25,27.5] 4 3 2 6 6 9 5
(27.5,27.75] 6 8 1 7 6 6 9
(27.75,27.85] 6 7 3 2 6 9 10
(27.85,27.95] 7 10 3 5 4 5 6
(27.95,28.05] 7 10 2 7 4 6 6
(28.05,28.1] 5 7 2 7 4 8 9
(28.1,28.15] 4 5 3 6 5 10 7
(28.1,28.2] 5 9 5 5 2 10 6
(28.15,28.2] 6 6 4 3 4 10 6
(28.2, Inf] 5 7 4 2 5 10 5
(28.2,28.3] 5 3 3 7 3 7 5
total 88.00 98.00 46.00 76.00 77.00 129.00 111.00

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
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
6c53dbf Donghe-Zhu 2021-03-25
1914a11 Donghe-Zhu 2021-03-24
8be810e Donghe-Zhu 2021-03-23
bf19764 Donghe-Zhu 2021-03-22
3ec9d3d Donghe-Zhu 2021-03-22
134ace1 Donghe-Zhu 2021-03-22
f6d70a4 Donghe-Zhu 2021-03-22
183443b Donghe-Zhu 2021-03-21
2e6976b Donghe-Zhu 2021-03-21
51a42bd Donghe-Zhu 2021-03-16
f745381 Donghe-Zhu 2021-03-16
aecbf75 Donghe-Zhu 2021-03-14
1b2a0c2 Donghe-Zhu 2021-03-14
6733e48 Donghe-Zhu 2021-03-12
ba71e6a Donghe-Zhu 2021-03-12
9dbf5bd Donghe-Zhu 2021-03-11
a49df30 Donghe-Zhu 2021-03-11
b3348a5 Donghe-Zhu 2021-03-11
1c24ff7 Donghe-Zhu 2021-03-10
94ce5a8 Donghe-Zhu 2021-03-10
db33928 Donghe-Zhu 2021-03-10
3d1f470 Donghe-Zhu 2021-03-10
9b7bc66 Donghe-Zhu 2021-03-10
5365f80 Donghe-Zhu 2021-03-10
2b6c392 Donghe-Zhu 2021-03-10
9f58753 Donghe-Zhu 2021-03-10
9d5a62c Donghe-Zhu 2021-03-10
5d1e70b Donghe-Zhu 2021-03-10
2093979 Donghe-Zhu 2021-03-10
b865899 Donghe-Zhu 2021-03-10
cc2a956 Donghe-Zhu 2021-03-10
dba33c8 Donghe-Zhu 2021-03-09
17f1c4a Donghe-Zhu 2021-03-09
c024d1a Donghe-Zhu 2021-03-09
02f7242 Donghe-Zhu 2021-03-09
1691156 Donghe-Zhu 2021-03-08
c0ceaf8 Donghe-Zhu 2021-03-08
058e0a1 Donghe-Zhu 2021-03-08
112dea0 Donghe-Zhu 2021-03-08
1843412 Donghe-Zhu 2021-03-08
3fbbfa4 Donghe-Zhu 2021-03-07
627c8fb Donghe-Zhu 2021-03-07
9ef3222 Donghe-Zhu 2021-03-05
8c1e978 Donghe-Zhu 2021-03-05
865f68c Donghe-Zhu 2021-03-05
ee69bc1 Donghe-Zhu 2021-03-05
a79291f Donghe-Zhu 2021-03-05
e8c6f30 Donghe-Zhu 2021-03-04
59288fe Donghe-Zhu 2021-03-04
731abc8 Donghe-Zhu 2021-03-04
e2a5a33 Donghe-Zhu 2021-03-04
c7892c1 Donghe-Zhu 2021-03-04
924430b Donghe-Zhu 2021-03-03
0d0bca1 Donghe-Zhu 2021-03-03
cb63c16 Donghe-Zhu 2021-03-03
ffda45a Donghe-Zhu 2021-03-03
691ba81 Donghe-Zhu 2021-03-03
c5e45a2 Donghe-Zhu 2021-03-03
89c3e58 Donghe-Zhu 2021-03-03
c911669 Donghe-Zhu 2021-03-03
13666ca Donghe-Zhu 2021-03-01
c6e60fe Donghe-Zhu 2021-03-01
7a388f7 Donghe-Zhu 2021-03-01
799e913 Donghe-Zhu 2021-03-01
66ff99f Donghe-Zhu 2021-03-01
ac9bb7a Donghe-Zhu 2021-02-28
efdc047 Donghe-Zhu 2021-02-28
e9a7418 Donghe-Zhu 2021-02-28
287123c Donghe-Zhu 2021-02-27
54d5b5b Donghe-Zhu 2021-02-27
330f064 Donghe-Zhu 2021-02-27
adbc9bc Donghe-Zhu 2021-02-27
5937141 Donghe-Zhu 2021-02-27
4414bbf Donghe-Zhu 2021-02-27
a265efb Donghe-Zhu 2021-02-27
19edd1e Donghe-Zhu 2021-02-27
f20483f Donghe-Zhu 2021-02-26
6a2c7b3 Donghe-Zhu 2021-02-25
02b976d Donghe-Zhu 2021-02-24
354c224 Donghe-Zhu 2021-02-24
1a0a88a Donghe-Zhu 2021-02-24
57f701e Donghe-Zhu 2021-02-24
06f3149 Donghe-Zhu 2021-02-16
e3bba84 Donghe-Zhu 2021-02-15
5dce4b1 Donghe-Zhu 2021-02-15
4469a0c Donghe-Zhu 2021-02-13
5ae6a69 Donghe-Zhu 2021-02-10
05385dc Donghe-Zhu 2021-02-10
f791ae4 Donghe-Zhu 2021-02-09
f71ae34 Donghe-Zhu 2021-02-09
c011832 Donghe-Zhu 2021-02-09
a145fa7 Donghe-Zhu 2021-02-09
c344e42 Donghe-Zhu 2021-02-08
2f095d7 Donghe-Zhu 2021-02-07
1fad5f1 Donghe-Zhu 2021-02-07
ca03c39 Donghe-Zhu 2021-02-07
cd7c52c Donghe-Zhu 2021-02-04
bcf84f4 Donghe-Zhu 2021-02-02
61666de Donghe-Zhu 2021-01-31
865b582 Donghe-Zhu 2021-01-31
3e68089 Donghe-Zhu 2021-01-31
ecf335c Donghe-Zhu 2021-01-31
a618965 Donghe-Zhu 2021-01-31
59e006e Donghe-Zhu 2021-01-31
a1c8f87 Donghe-Zhu 2021-01-31
ae5c18f Donghe-Zhu 2021-01-31
b50fe52 Donghe-Zhu 2021-01-31
ac99ae5 jens-daniel-mueller 2021-01-29
b5bdcaf Donghe-Zhu 2021-01-29
442010d Donghe-Zhu 2021-01-29
372adf5 Donghe-Zhu 2021-01-29
af8788e Donghe-Zhu 2021-01-29
21c91c9 Donghe-Zhu 2021-01-29
eded038 Donghe-Zhu 2021-01-29
541d4dd Donghe-Zhu 2021-01-29
6a75576 Donghe-Zhu 2021-01-28
16fba40 Donghe-Zhu 2021-01-28
12bc567 Donghe-Zhu 2021-01-27
ceed31b Donghe-Zhu 2021-01-27
342402d Donghe-Zhu 2021-01-27
5bad5c2 Donghe-Zhu 2021-01-27
61efb56 Donghe-Zhu 2021-01-25
48f638e Donghe-Zhu 2021-01-25
c1cec47 Donghe-Zhu 2021-01-25
05ffb0c Donghe-Zhu 2021-01-25
8b97165 Donghe-Zhu 2021-01-25
c569946 Donghe-Zhu 2021-01-24
a2f0d56 Donghe-Zhu 2021-01-23
28509fc Donghe-Zhu 2021-01-23
4c28e4a Donghe-Zhu 2021-01-22
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19
lm_best %>% 
  ggplot(aes(rmse, aic, col = gamma_slab)) +
  geom_point() +
  scale_color_viridis_d() +
  facet_grid(eras~basin)

Version Author Date
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
6c53dbf Donghe-Zhu 2021-03-25
1914a11 Donghe-Zhu 2021-03-24
8be810e Donghe-Zhu 2021-03-23
bf19764 Donghe-Zhu 2021-03-22
3ec9d3d Donghe-Zhu 2021-03-22
134ace1 Donghe-Zhu 2021-03-22
f6d70a4 Donghe-Zhu 2021-03-22
183443b Donghe-Zhu 2021-03-21
2e6976b Donghe-Zhu 2021-03-21
51a42bd Donghe-Zhu 2021-03-16
f745381 Donghe-Zhu 2021-03-16
aecbf75 Donghe-Zhu 2021-03-14
1b2a0c2 Donghe-Zhu 2021-03-14
6733e48 Donghe-Zhu 2021-03-12
ba71e6a Donghe-Zhu 2021-03-12
9dbf5bd Donghe-Zhu 2021-03-11
a49df30 Donghe-Zhu 2021-03-11
b3348a5 Donghe-Zhu 2021-03-11
1c24ff7 Donghe-Zhu 2021-03-10
94ce5a8 Donghe-Zhu 2021-03-10
db33928 Donghe-Zhu 2021-03-10
3d1f470 Donghe-Zhu 2021-03-10
9b7bc66 Donghe-Zhu 2021-03-10
4168b43 Donghe-Zhu 2021-03-10
5365f80 Donghe-Zhu 2021-03-10
2b6c392 Donghe-Zhu 2021-03-10
9f58753 Donghe-Zhu 2021-03-10
fd528ed Donghe-Zhu 2021-03-10
9d5a62c Donghe-Zhu 2021-03-10
5d1e70b Donghe-Zhu 2021-03-10
2093979 Donghe-Zhu 2021-03-10
b865899 Donghe-Zhu 2021-03-10
cc2a956 Donghe-Zhu 2021-03-10
60689fb Donghe-Zhu 2021-03-10
dba33c8 Donghe-Zhu 2021-03-09
17f1c4a Donghe-Zhu 2021-03-09
c024d1a Donghe-Zhu 2021-03-09
02f7242 Donghe-Zhu 2021-03-09
6f50bc6 Donghe-Zhu 2021-03-09
1691156 Donghe-Zhu 2021-03-08
c0ceaf8 Donghe-Zhu 2021-03-08
058e0a1 Donghe-Zhu 2021-03-08
112dea0 Donghe-Zhu 2021-03-08
1843412 Donghe-Zhu 2021-03-08
3fbbfa4 Donghe-Zhu 2021-03-07
627c8fb Donghe-Zhu 2021-03-07
9ef3222 Donghe-Zhu 2021-03-05
8c1e978 Donghe-Zhu 2021-03-05
865f68c Donghe-Zhu 2021-03-05
ee69bc1 Donghe-Zhu 2021-03-05
a79291f Donghe-Zhu 2021-03-05
e8c6f30 Donghe-Zhu 2021-03-04
59288fe Donghe-Zhu 2021-03-04
731abc8 Donghe-Zhu 2021-03-04
e2a5a33 Donghe-Zhu 2021-03-04
c7892c1 Donghe-Zhu 2021-03-04
924430b Donghe-Zhu 2021-03-03
0d0bca1 Donghe-Zhu 2021-03-03
cb63c16 Donghe-Zhu 2021-03-03
ffda45a Donghe-Zhu 2021-03-03
691ba81 Donghe-Zhu 2021-03-03
c5e45a2 Donghe-Zhu 2021-03-03
89c3e58 Donghe-Zhu 2021-03-03
c407a50 Donghe-Zhu 2021-03-03
c911669 Donghe-Zhu 2021-03-03
b71c719 Donghe-Zhu 2021-03-01
13666ca Donghe-Zhu 2021-03-01
c6e60fe Donghe-Zhu 2021-03-01
7a388f7 Donghe-Zhu 2021-03-01
799e913 Donghe-Zhu 2021-03-01
66ff99f Donghe-Zhu 2021-03-01
ac9bb7a Donghe-Zhu 2021-02-28
efdc047 Donghe-Zhu 2021-02-28
e9a7418 Donghe-Zhu 2021-02-28
e152917 Donghe-Zhu 2021-02-28
287123c Donghe-Zhu 2021-02-27
54d5b5b Donghe-Zhu 2021-02-27
330f064 Donghe-Zhu 2021-02-27
adbc9bc Donghe-Zhu 2021-02-27
5937141 Donghe-Zhu 2021-02-27
4414bbf Donghe-Zhu 2021-02-27
a265efb Donghe-Zhu 2021-02-27
19edd1e Donghe-Zhu 2021-02-27
f20483f Donghe-Zhu 2021-02-26
6a2c7b3 Donghe-Zhu 2021-02-25
354c224 Donghe-Zhu 2021-02-24
1a0a88a Donghe-Zhu 2021-02-24
57f701e Donghe-Zhu 2021-02-24
06f3149 Donghe-Zhu 2021-02-16
401eab3 Donghe-Zhu 2021-02-15
e3bba84 Donghe-Zhu 2021-02-15
5dce4b1 Donghe-Zhu 2021-02-15
4469a0c Donghe-Zhu 2021-02-13
5ae6a69 Donghe-Zhu 2021-02-10
05385dc Donghe-Zhu 2021-02-10
f791ae4 Donghe-Zhu 2021-02-09
f71ae34 Donghe-Zhu 2021-02-09
c011832 Donghe-Zhu 2021-02-09
a145fa7 Donghe-Zhu 2021-02-09
c344e42 Donghe-Zhu 2021-02-08
2f095d7 Donghe-Zhu 2021-02-07
1fad5f1 Donghe-Zhu 2021-02-07
ca03c39 Donghe-Zhu 2021-02-07
e2ffc14 Donghe-Zhu 2021-02-05
cd7c52c Donghe-Zhu 2021-02-04
bcf84f4 Donghe-Zhu 2021-02-02
a518739 Donghe-Zhu 2021-02-01
61666de Donghe-Zhu 2021-01-31
865b582 Donghe-Zhu 2021-01-31
3e68089 Donghe-Zhu 2021-01-31
ecf335c Donghe-Zhu 2021-01-31
a618965 Donghe-Zhu 2021-01-31
59e006e Donghe-Zhu 2021-01-31
a1c8f87 Donghe-Zhu 2021-01-31
ae5c18f Donghe-Zhu 2021-01-31
b50fe52 Donghe-Zhu 2021-01-31
ac99ae5 jens-daniel-mueller 2021-01-29
b5bdcaf Donghe-Zhu 2021-01-29
442010d Donghe-Zhu 2021-01-29
372adf5 Donghe-Zhu 2021-01-29
af8788e Donghe-Zhu 2021-01-29
21c91c9 Donghe-Zhu 2021-01-29
eded038 Donghe-Zhu 2021-01-29
541d4dd Donghe-Zhu 2021-01-29
6a75576 Donghe-Zhu 2021-01-28
16fba40 Donghe-Zhu 2021-01-28
12bc567 Donghe-Zhu 2021-01-27
ceed31b Donghe-Zhu 2021-01-27
342402d Donghe-Zhu 2021-01-27
5bad5c2 Donghe-Zhu 2021-01-27
61efb56 Donghe-Zhu 2021-01-25
48f638e Donghe-Zhu 2021-01-25
c1cec47 Donghe-Zhu 2021-01-25
05ffb0c Donghe-Zhu 2021-01-25
8b97165 Donghe-Zhu 2021-01-25
c569946 Donghe-Zhu 2021-01-24
a2f0d56 Donghe-Zhu 2021-01-23
28509fc Donghe-Zhu 2021-01-23
4c28e4a Donghe-Zhu 2021-01-22
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19

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] car_3.0-10       carData_3.0-4    gt_0.2.2         corrr_0.4.3     
 [5] broom_0.7.5      kableExtra_1.3.1 knitr_1.30       olsrr_0.5.3     
 [9] GGally_2.0.0     lubridate_1.7.9  ggforce_0.3.3    metR_0.9.0      
[13] scico_1.2.0      patchwork_1.1.1  collapse_1.5.0   forcats_0.5.0   
[17] stringr_1.4.0    dplyr_1.0.5      purrr_0.3.4      readr_1.4.0     
[21] tidyr_1.1.2      tibble_3.0.4     ggplot2_3.3.3    tidyverse_1.3.0 
[25] 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                magrittr_2.0.1           Matrix_1.2-18           
[43] Rcpp_1.0.5               munsell_0.5.0            fansi_0.4.1             
[46] abind_1.4-5              lifecycle_1.0.0          stringi_1.5.3           
[49] whisker_0.4              yaml_2.2.1               MASS_7.3-53             
[52] plyr_1.8.6               grid_4.0.3               blob_1.2.1              
[55] parallel_4.0.3           promises_1.1.1           crayon_1.3.4            
[58] lattice_0.20-41          haven_2.3.1              hms_0.5.3               
[61] pillar_1.4.7             reprex_0.3.0             glue_1.4.2              
[64] evaluate_0.14            RcppArmadillo_0.10.1.2.2 data.table_1.13.6       
[67] modelr_0.1.8             vctrs_0.3.6              tweenr_1.0.2            
[70] httpuv_1.5.4             cellranger_1.1.0         gtable_0.3.0            
[73] polyclip_1.10-0          reshape_0.8.8            assertthat_0.2.1        
[76] openxlsx_4.2.3           xfun_0.20                RcppEigen_0.3.3.9.1     
[79] later_1.1.0.1            viridisLite_0.3.0        ellipsis_0.3.1          
[82] here_1.0.1