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 + oxygen + aou + nitrate + phosphate 220 5.6121035 1.397300e+03 222.063973 15.9714554 1982-1999 –> 2000-2009 10.0997975 4.4876940 3700.797793 509.989474 1 2
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 220 5.7486266 1.407876e+03 84.246741 16.1003051 1982-1999 –> 2000-2009 10.4018568 4.6532302 3739.771919 189.994787 2 4
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 220 5.7919756 1.411181e+03 106.791733 16.5790175 1982-1999 –> 2000-2009 10.4837256 4.6917501 3749.540716 233.654078 3 6
Atlantic (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 220 5.9530239 1.421249e+03 186.094515 18.9483583 1982-1999 –> 2000-2009 10.8283709 4.8753470 3787.702430 470.413473 4 8
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 220 5.9693220 1.424452e+03 117.568225 17.3440592 1982-1999 –> 2000-2009 10.9003128 4.9309908 3801.802755 219.615579 5 10
Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 220 6.1366679 1.434617e+03 79.144132 18.6087860 1982-1999 –> 2000-2009 11.1703394 5.0336714 3826.126112 184.296076 11 17
Atlantic (-Inf,26] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 220 6.0939443 1.431543e+03 128.752295 14.7566046 1982-1999 –> 2000-2009 11.1706601 5.0767158 3829.727820 282.610406 7 14
Atlantic (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 220 6.0989584 1.431905e+03 81.710673 14.7218270 1982-1999 –> 2000-2009 11.1873003 5.0883419 3831.883074 182.369348 8 16
Atlantic (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate 220 6.1124223 1.432875e+03 105.528865 15.0335096 1982-1999 –> 2000-2009 11.2069098 5.0944874 3833.799656 231.571343 10 19
Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 220 6.0254112 1.426567e+03 78.304532 15.9195417 1982-1999 –> 2000-2009 11.2250783 5.1996671 3843.512650 173.310969 6 19
Atlantic (-Inf,26] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 311 4.4263848 1.821857e+03 164.232421 16.7783988 2000-2009 –> 2010-2019 10.0384883 5.6121035 3219.156726 386.296395 1 2
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 311 4.5842745 1.843657e+03 56.622169 16.7943584 2000-2009 –> 2010-2019 10.3329011 5.7486266 3251.532566 140.868910 3 5
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 311 4.6058559 1.846578e+03 60.686756 17.0119401 2000-2009 –> 2010-2019 10.3978314 5.7919756 3257.759369 167.478489 4 7
Atlantic (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 311 4.5329983 1.834660e+03 146.484116 18.0219455 2000-2009 –> 2010-2019 10.4860222 5.9530239 3255.909016 332.578631 2 6
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 311 4.8480707 1.878457e+03 71.010908 17.4644151 2000-2009 –> 2010-2019 10.8173927 5.9693220 3302.908672 188.579133 6 11
Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 311 4.7063444 1.858003e+03 55.269349 18.3345100 2000-2009 –> 2010-2019 10.8430123 6.1366679 3292.619695 134.413481 5 16
Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 311 5.0513956 1.902011e+03 54.666009 13.0688812 2000-2009 –> 2010-2019 11.0768067 6.0254112 3328.577793 132.970541 8 14
Atlantic (-Inf,26] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 311 5.0710467 1.904426e+03 73.620979 15.6989768 2000-2009 –> 2010-2019 11.1649910 6.0939443 3335.969142 202.373274 11 18
Atlantic (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 311 5.0675281 1.903994e+03 47.328317 15.6268198 2000-2009 –> 2010-2019 11.1664865 6.0989584 3335.899298 129.038991 10 18
Atlantic (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate 311 5.0667885 1.903904e+03 55.223728 15.5838798 2000-2009 –> 2010-2019 11.1792109 6.1124223 3336.778782 160.752593 9 19
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 764 3.3000898 4.006493e+03 404.775015 19.5218831 1982-1999 –> 2000-2009 8.1840158 4.8839260 11634.879238 615.747628 1 2
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 764 3.4086249 4.055938e+03 556.248129 19.1654567 1982-1999 –> 2000-2009 8.2941704 4.8855455 11685.164311 963.990603 2 4
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 764 3.5819822 4.131738e+03 441.588119 18.4805313 1982-1999 –> 2000-2009 8.4851504 4.9031682 11770.088369 709.631932 4 7
Atlantic (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 764 3.5028549 4.095606e+03 376.013335 19.6454983 1982-1999 –> 2000-2009 8.8799070 5.3770521 11965.739470 585.822604 3 16
Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 764 4.0185752 4.305475e+03 137.430299 17.5607309 1982-1999 –> 2000-2009 8.9299641 4.9113889 11946.070261 252.251663 5 9
Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 764 4.1811779 4.366084e+03 133.338261 18.7960149 1982-1999 –> 2000-2009 9.1121879 4.9310100 12016.782511 247.386969 11 16
Atlantic (26,26.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 764 4.1461367 4.353224e+03 495.734628 16.7839211 1982-1999 –> 2000-2009 9.3735574 5.2274207 12151.842914 830.676821 7 13
Atlantic (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 764 4.1417199 4.351596e+03 503.204932 16.8177901 1982-1999 –> 2000-2009 9.3949470 5.2532271 12162.693232 847.308125 6 15
Atlantic (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 764 4.1535345 4.355948e+03 267.358515 16.7516910 1982-1999 –> 2000-2009 9.4033838 5.2498493 12165.415898 417.840184 8 16
Atlantic (26,26.5] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 764 4.1547026 4.356378e+03 672.337536 16.8039563 1982-1999 –> 2000-2009 9.4409324 5.2862298 12183.345156 1260.114421 9 20
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1072 4.8626030 6.447099e+03 183.120001 48.7799489 2000-2009 –> 2010-2019 8.1626928 3.3000898 10453.591840 587.895016 1 2
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1072 4.8693609 6.450076e+03 311.364294 47.7176120 2000-2009 –> 2010-2019 8.2779858 3.4086249 10506.014391 867.612422 2 4
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1072 4.9643975 6.491518e+03 218.431903 46.1329203 2000-2009 –> 2010-2019 8.5463797 3.5819822 10623.256376 660.020022 4 8
Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 1072 4.8745773 6.450372e+03 82.639160 45.8652334 2000-2009 –> 2010-2019 8.8931526 4.0185752 10755.847003 220.069459 3 8
Atlantic (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1072 5.4600938 6.693571e+03 177.296904 52.8831732 2000-2009 –> 2010-2019 8.9629487 3.5028549 10789.177005 553.310239 13 16
Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1072 4.9734056 6.493405e+03 81.783980 43.6116364 2000-2009 –> 2010-2019 9.1545835 4.1811779 10859.489185 215.122241 5 16
Atlantic (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1072 5.1832940 6.582029e+03 277.184318 36.4565011 2000-2009 –> 2010-2019 9.3250139 4.1417199 10933.625103 780.389250 7 13
Atlantic (26,26.5] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 1072 5.1824999 6.581701e+03 403.489033 36.6103022 2000-2009 –> 2010-2019 9.3372025 4.1547026 10938.078812 1075.826569 6 15
Atlantic (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1072 5.1850080 6.582738e+03 124.270715 36.6149558 2000-2009 –> 2010-2019 9.3385425 4.1535345 10938.686487 391.629230 8 16
Atlantic (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1072 5.2131929 6.594361e+03 164.294498 36.2298806 2000-2009 –> 2010-2019 9.3593295 4.1461367 10947.585443 481.994248 11 18
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 700 2.9932830 3.535433e+03 868.813850 26.0545476 1982-1999 –> 2000-2009 6.5894297 3.5961467 9449.013012 1123.600079 1 3
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 700 3.0297027 3.552364e+03 854.680830 25.0661012 1982-1999 –> 2000-2009 6.6173356 3.5876329 9460.762770 1111.587014 5 6
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 700 2.9968927 3.535120e+03 239.648250 24.5804639 1982-1999 –> 2000-2009 6.7308823 3.7339896 9528.925258 380.036146 2 9
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 700 3.0321608 3.551500e+03 232.727046 23.8572953 1982-1999 –> 2000-2009 6.7510447 3.7188840 9536.443295 372.872079 6 12
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 700 3.0077281 3.540173e+03 858.669347 26.6684502 1982-1999 –> 2000-2009 6.7721478 3.7644198 9551.720481 1110.240663 3 13
Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 700 3.1129966 3.588334e+03 422.011728 32.3881328 1982-1999 –> 2000-2009 6.7805349 3.6675384 9542.885914 622.620671 7 10
Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 700 3.1318085 3.596769e+03 984.837417 31.9207211 1982-1999 –> 2000-2009 6.8007169 3.6689084 9552.137159 1796.973356 8 12
Atlantic (26.5,26.75] 3 cstar_tref ~ sal + aou + nitrate 700 3.0267773 3.547012e+03 123.932152 23.1539858 1982-1999 –> 2000-2009 6.8091738 3.7823965 9566.973572 217.525903 4 16
Atlantic (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 700 3.1959527 3.625153e+03 451.472373 32.1786982 1982-1999 –> 2000-2009 6.8648663 3.6689136 9580.524681 675.972992 11 16
Atlantic (26.5,26.75] 3 cstar_tref ~ oxygen + aou + nitrate 700 3.1393283 3.598126e+03 488.959059 27.3101904 1982-1999 –> 2000-2009 6.9161113 3.7767829 9614.841433 864.069277 9 20
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 930 3.2517272 4.846512e+03 491.327351 36.1014862 2000-2009 –> 2010-2019 6.2450102 2.9932830 8381.945208 1360.141201 1 2
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 930 3.2592513 4.848811e+03 478.267752 35.1919818 2000-2009 –> 2010-2019 6.2669794 3.0077281 8388.983969 1336.937099 2 5
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 930 3.2855098 4.865736e+03 511.512648 36.0006643 2000-2009 –> 2010-2019 6.3152125 3.0297027 8418.100529 1380.158486 3 8
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 930 3.3774018 4.915044e+03 171.280791 24.7322439 2000-2009 –> 2010-2019 6.3742945 2.9968927 8450.164506 410.929041 9 11
Atlantic (26.5,26.75] 3 cstar_tref ~ sal + aou + nitrate 930 3.4033625 4.927287e+03 87.825221 22.9050597 2000-2009 –> 2010-2019 6.4301398 3.0267773 8474.298324 211.757373 10 14
Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 930 3.3229106 4.884790e+03 334.126855 40.6827866 2000-2009 –> 2010-2019 6.4359072 3.1129966 8473.124134 756.138583 4 11
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 930 3.4176195 4.937062e+03 169.921733 24.0299723 2000-2009 –> 2010-2019 6.4497803 3.0321608 8488.561615 402.648779 11 17
Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 930 3.3435654 4.896316e+03 883.909767 40.4210849 2000-2009 –> 2010-2019 6.4753739 3.1318085 8493.084664 1868.747183 6 14
Atlantic (26.5,26.75] 3 cstar_tref ~ aou + nitrate + phosphate_star 930 3.3274588 4.885334e+03 183.183544 42.2735642 2000-2009 –> 2010-2019 6.5143871 3.1869283 8504.528681 450.800319 5 15
Atlantic (26.5,26.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 930 3.3716252 4.911860e+03 350.130024 41.0222921 2000-2009 –> 2010-2019 6.5675778 3.1959527 8537.013394 789.970453 8 19
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 735 2.3406133 3.349947e+03 385.968598 10.6553822 1982-1999 –> 2000-2009 4.5737005 2.2330873 9248.659558 929.769570 1 4
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 735 2.3438639 3.351987e+03 222.168006 10.7743482 1982-1999 –> 2000-2009 4.5760541 2.2321902 9249.635768 456.876879 2 4
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 735 2.3512517 3.356613e+03 238.006403 11.0645948 1982-1999 –> 2000-2009 4.5819230 2.2306713 9252.459364 485.306228 3 4
Atlantic (26.75,27] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 735 2.3655884 3.363549e+03 340.587249 10.4309992 1982-1999 –> 2000-2009 4.6152327 2.2496442 9279.822743 765.000926 4 10
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 735 2.3826333 3.374103e+03 96.547884 14.2279226 1982-1999 –> 2000-2009 4.6247360 2.2421027 9281.484787 208.475893 6 10
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 735 2.3794203 3.372119e+03 101.209508 14.6403247 1982-1999 –> 2000-2009 4.6259289 2.2465086 9284.699539 215.447919 5 10
Atlantic (26.75,27] 3 cstar_tref ~ sal + oxygen + nitrate 735 2.4149491 3.391907e+03 37.400635 16.0065281 1982-1999 –> 2000-2009 4.6981008 2.2831517 9345.330268 75.567144 7 14
Atlantic (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 735 2.4309042 3.403587e+03 221.496654 9.6903141 1982-1999 –> 2000-2009 4.7312350 2.3003308 9378.860072 453.638896 8 16
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 735 2.5476950 3.472568e+03 176.106899 13.2719825 1982-1999 –> 2000-2009 4.8695355 2.3218404 9472.486472 435.274475 10 19
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 735 2.5555033 3.477066e+03 43.483058 13.6367505 1982-1999 –> 2000-2009 4.8777380 2.3222348 9477.434576 91.717788 11 21
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 1115 2.0054245 4.727991e+03 126.364633 7.3501709 2000-2009 –> 2010-2019 4.3848448 2.3794203 8100.110533 227.574141 1 2
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1115 2.0215617 4.745864e+03 119.788009 7.6629372 2000-2009 –> 2010-2019 4.4041950 2.3826333 8119.966650 216.335893 2 4
Atlantic (26.75,27] 3 cstar_tref ~ sal + oxygen + nitrate 1115 2.0841021 4.811807e+03 28.142922 6.9659597 2000-2009 –> 2010-2019 4.4990512 2.4149491 8203.713527 65.543557 3 6
Atlantic (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1115 2.2737769 5.008049e+03 968.740289 8.0204217 2000-2009 –> 2010-2019 4.7046811 2.4309042 8411.635908 1190.236943 8 12
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 1115 2.2563400 4.990882e+03 164.461073 9.0742094 2000-2009 –> 2010-2019 4.8040350 2.5476950 8463.449634 340.567972 5 10
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1115 2.2376663 4.972350e+03 57.392335 9.1968633 2000-2009 –> 2010-2019 4.8135894 2.5759231 8461.114985 109.889510 4 12
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1115 2.2664121 5.000814e+03 59.014257 9.3128367 2000-2009 –> 2010-2019 4.8222988 2.5558867 8478.100968 113.377476 6 13
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1115 2.2675430 5.001927e+03 55.398235 9.3348339 2000-2009 –> 2010-2019 4.8230462 2.5555033 8478.992837 98.881294 7 13
Atlantic (26.75,27] 3 cstar_tref ~ sal + aou + nitrate 1115 2.2740383 5.006306e+03 48.425876 8.0575388 2000-2009 –> 2010-2019 4.8766703 2.6026319 8508.234371 108.200946 9 19
Atlantic (26.75,27] 3 cstar_tref ~ sal + temp + phosphate_star 1115 2.3877447 5.115112e+03 29.663670 9.1242595 2000-2009 –> 2010-2019 4.9733467 2.5856020 8607.390230 53.112937 10 19
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 783 1.3478801 2.703560e+03 495.953929 4.4721841 1982-1999 –> 2000-2009 2.6338413 1.2859613 8086.370832 732.147185 3 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 783 1.3356701 2.689310e+03 644.344411 4.2384013 1982-1999 –> 2000-2009 2.6353910 1.2997208 8106.326942 1298.574526 1 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 783 1.3438715 2.698896e+03 482.726833 4.4031927 1982-1999 –> 2000-2009 2.6383787 1.2945071 8102.994729 717.924490 2 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 783 1.3669834 2.725599e+03 315.509668 4.6456343 1982-1999 –> 2000-2009 2.6490711 1.2820877 8098.713906 553.606266 4 5
Atlantic (27,27.25] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 783 1.5211047 2.890896e+03 461.309005 3.5235140 1982-1999 –> 2000-2009 2.8331787 1.3120740 8336.315881 680.611121 6 11
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 783 1.6633630 3.030903e+03 52.773527 6.4363808 1982-1999 –> 2000-2009 3.0132951 1.3499321 8567.746345 156.875460 7 13
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 783 1.6762185 3.042960e+03 50.669503 6.5557621 1982-1999 –> 2000-2009 3.0410016 1.3647831 8614.967938 149.836338 8 15
Atlantic (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + nitrate 783 1.6929341 3.058499e+03 355.212474 6.6283807 1982-1999 –> 2000-2009 3.0658454 1.3729113 8649.591840 1009.404573 9 17
Atlantic (27,27.25] 3 cstar_tref ~ sal + oxygen + nitrate 783 1.7529802 3.111081e+03 23.064933 6.2172696 1982-1999 –> 2000-2009 3.1371592 1.3841790 8726.443511 53.122110 10 19
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate 783 1.5157144 2.885337e+03 353.632641 5.1284598 1982-1999 –> 2000-2009 3.2116777 1.6959633 9155.603417 555.836322 5 21
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1278 1.5975858 4.838277e+03 486.642537 5.5256716 2000-2009 –> 2010-2019 2.9414573 1.3438715 7537.172851 850.818079 3 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 1278 1.6070300 4.853342e+03 665.351262 5.2906562 2000-2009 –> 2010-2019 2.9427001 1.3356701 7542.651984 1309.695673 4 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1278 1.5961043 4.835905e+03 474.486957 5.5876101 2000-2009 –> 2010-2019 2.9439843 1.3478801 7539.465629 970.440886 2 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1278 1.5954471 4.834853e+03 454.534944 5.9366882 2000-2009 –> 2010-2019 2.9624305 1.3669834 7560.451990 770.044612 1 5
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1278 1.7261355 5.034089e+03 462.689250 6.3243511 2000-2009 –> 2010-2019 3.2418499 1.5157144 7919.425794 816.321891 5 10
Atlantic (27,27.25] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1278 1.7605459 5.084542e+03 378.767940 4.9872932 2000-2009 –> 2010-2019 3.2816506 1.5211047 7975.437492 741.347701 6 12
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 1278 2.0719062 5.500774e+03 70.103595 6.7866588 2000-2009 –> 2010-2019 3.7352691 1.6633630 8531.677200 122.877122 8 15
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1278 2.0832472 5.514726e+03 65.647413 6.9803694 2000-2009 –> 2010-2019 3.7594657 1.6762185 8557.686430 116.316916 9 17
Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1278 1.9872110 5.394094e+03 437.721689 7.1775609 2000-2009 –> 2010-2019 3.8032174 1.8160064 8562.489976 932.278172 7 18
Atlantic (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1278 2.1313780 5.573108e+03 645.308142 6.9784810 2000-2009 –> 2010-2019 3.8243121 1.6929341 8631.606798 1000.520616 10 19
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 878 1.3449576 3.026069e+03 315.359847 6.6048759 1982-1999 –> 2000-2009 2.4271929 1.0822353 8255.990312 631.446915 4 5
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 878 1.3437755 3.024525e+03 216.370114 6.5608650 1982-1999 –> 2000-2009 2.4332371 1.0894616 8277.618925 525.466615 3 5
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 878 1.3418549 3.022013e+03 220.731797 6.5031740 1982-1999 –> 2000-2009 2.4340190 1.0921642 8283.734198 534.531069 2 5
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 878 1.3414549 3.021489e+03 263.126936 6.4926189 1982-1999 –> 2000-2009 2.4425357 1.1010808 8311.522894 569.326708 1 5
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 878 1.3598331 3.043384e+03 314.928177 6.9691699 1982-1999 –> 2000-2009 2.5054546 1.1456214 8469.495934 525.399422 7 13
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 878 1.3499465 3.030570e+03 65.590509 6.0932202 1982-1999 –> 2000-2009 2.5525221 1.2025756 8625.623204 158.672627 5 17
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 878 1.4532318 3.160031e+03 215.158453 5.9277967 1982-1999 –> 2000-2009 2.5562954 1.1030636 8454.329284 435.998120 11 16
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + nitrate 878 1.3581690 3.041233e+03 73.110087 5.9918244 1982-1999 –> 2000-2009 2.5636403 1.2054713 8644.660891 265.847983 6 19
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 878 1.3627618 3.047162e+03 62.584590 6.0150809 1982-1999 –> 2000-2009 2.5716954 1.2089336 8660.575431 149.377520 8 22
Atlantic (27.25,27.5] 3 cstar_tref ~ sal + oxygen + nitrate 878 1.3763040 3.062525e+03 50.036196 6.3842547 1982-1999 –> 2000-2009 2.6048890 1.2285850 8730.084708 87.067302 9 25
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1386 1.3286576 4.735014e+03 364.616760 6.5711790 2000-2009 –> 2010-2019 2.6724331 1.3437755 7759.538913 580.986875 1 4
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1386 1.3314343 4.740801e+03 366.253719 6.6111726 2000-2009 –> 2010-2019 2.6732892 1.3418549 7762.814387 586.985516 3 5
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1386 1.3292680 4.736288e+03 393.453345 6.5720445 2000-2009 –> 2010-2019 2.6742256 1.3449576 7762.356105 610.135882 2 6
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1386 1.3374798 4.753360e+03 406.314240 6.6853660 2000-2009 –> 2010-2019 2.6789348 1.3414549 7774.848979 669.441176 5 6
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1386 1.3365350 4.749401e+03 235.910476 6.2446261 2000-2009 –> 2010-2019 2.6963681 1.3598331 7792.784222 430.721108 4 11
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 1386 1.5295450 5.123315e+03 80.774281 7.7279554 2000-2009 –> 2010-2019 2.8794915 1.3499465 8153.885381 146.364790 7 12
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1386 1.5387015 5.139860e+03 72.187403 7.7814589 2000-2009 –> 2010-2019 2.9014633 1.3627618 8187.021754 134.771993 8 16
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1386 1.5537834 5.166898e+03 153.029289 7.6382840 2000-2009 –> 2010-2019 2.9119524 1.3581690 8208.131626 226.139376 10 16
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1386 1.5070530 5.082250e+03 246.954558 6.4641800 2000-2009 –> 2010-2019 2.9602849 1.4532318 8242.281520 462.113011 6 17
Atlantic (27.25,27.5] 3 cstar_tref ~ sal + oxygen + nitrate 1386 1.6097984 5.263072e+03 38.182397 7.0249067 2000-2009 –> 2010-2019 2.9861024 1.3763040 8325.597039 88.218593 14 23
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 1339 1.6667891 5.180105e+03 75.395596 14.9892848 1982-1999 –> 2000-2009 2.6256333 0.9588442 12387.846668 155.438610 3 5
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1339 1.6734507 5.190787e+03 66.072512 15.0133647 1982-1999 –> 2000-2009 2.6293258 0.9558751 12382.320383 137.421541 5 6
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1339 1.6653521 5.177795e+03 80.836096 14.9534289 1982-1999 –> 2000-2009 2.6297643 0.9644121 12415.795984 171.775231 2 5
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1339 1.7636720 5.331409e+03 658.171693 15.5333082 1982-1999 –> 2000-2009 2.7537390 0.9900670 12706.612589 1141.819997 10 14
Atlantic (27.5,27.75] 3 cstar_tref ~ temp + oxygen + nitrate 1339 1.7743549 5.345582e+03 33.732325 15.1785777 1982-1999 –> 2000-2009 2.7647052 0.9903503 12720.279983 57.721306 13 18
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1339 1.7718195 5.343752e+03 395.102071 15.4716171 1982-1999 –> 2000-2009 2.7806464 1.0088269 12817.051817 759.949991 11 18
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1339 1.7740119 5.347064e+03 371.264823 15.4096900 1982-1999 –> 2000-2009 2.7818305 1.0078186 12815.137609 712.814273 12 18
Atlantic (27.5,27.75] 3 cstar_tref ~ temp + aou + nitrate 1339 1.7783433 5.351594e+03 31.801968 15.1974365 1982-1999 –> 2000-2009 2.7876485 1.0093052 12825.371321 57.697517 14 22
Atlantic (27.5,27.75] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1339 1.7831987 5.360896e+03 534.339799 15.4054824 1982-1999 –> 2000-2009 2.8190242 1.0358255 12972.217387 897.244331 15 24
Atlantic (27.5,27.75] 3 cstar_tref ~ oxygen + aou + nitrate 1339 1.7851387 5.361808e+03 74.466999 15.2544127 1982-1999 –> 2000-2009 2.8280942 1.0429555 13006.978607 165.401321 16 26
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2070 1.0440885 6.067023e+03 703.010998 6.0730849 2000-2009 –> 2010-2019 2.6190680 1.5749795 11097.400784 1461.551073 1 3
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 2070 1.0491396 6.087003e+03 697.449666 6.1649565 2000-2009 –> 2010-2019 2.6240292 1.5748897 11117.228201 1455.844908 2 3
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2070 1.0573024 6.119089e+03 677.020555 6.2442219 2000-2009 –> 2010-2019 2.6341152 1.5768129 11152.583024 1427.067009 3 7
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2070 1.0709733 6.172276e+03 654.380190 6.3851034 2000-2009 –> 2010-2019 2.6525400 1.5815667 11213.831631 1390.242639 4 9
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2070 1.1388661 6.424743e+03 669.813852 6.9366133 2000-2009 –> 2010-2019 2.7140392 1.5751730 11453.449891 1428.013807 5 8
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2070 1.1940689 6.620704e+03 421.430370 5.2895218 2000-2009 –> 2010-2019 2.8151276 1.6210587 11726.307919 894.112594 6 12
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 2070 1.3780867 7.214087e+03 244.256928 6.8894852 2000-2009 –> 2010-2019 3.0732032 1.6951165 12439.323154 526.919295 8 19
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2070 1.3774129 7.212063e+03 611.805612 6.5285168 2000-2009 –> 2010-2019 3.1410849 1.7636720 12543.471933 1269.977305 7 22
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2070 1.3920267 7.255755e+03 411.582887 6.7075057 2000-2009 –> 2010-2019 3.1638462 1.7718195 12599.507049 806.684958 9 25
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2070 1.4142228 7.321247e+03 394.943014 7.0093440 2000-2009 –> 2010-2019 3.1882346 1.7740119 12668.310799 766.207837 11 28
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 601 2.2592102 2.699213e+03 386.143485 20.6281078 1982-1999 –> 2000-2009 3.0751444 0.8159341 5754.435759 859.792222 4 5
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 601 2.2565373 2.697790e+03 397.988270 20.6367330 1982-1999 –> 2000-2009 3.0757984 0.8192611 5763.193983 878.519044 3 5
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 601 2.2561351 2.697575e+03 399.700103 20.6432451 1982-1999 –> 2000-2009 3.0761126 0.8199775 5765.166736 882.616726 2 5
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 601 2.2553838 2.697175e+03 773.635956 20.6557105 1982-1999 –> 2000-2009 3.0808768 0.8254931 5781.539528 1307.826086 1 5
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 601 2.2671137 2.701410e+03 386.108516 20.4630635 1982-1999 –> 2000-2009 3.1413772 0.8742635 5927.391951 823.489229 5 13
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 601 2.2693315 2.702585e+03 397.256375 20.4349586 1982-1999 –> 2000-2009 3.1579288 0.8885973 5969.255562 829.205265 6 15
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 601 2.2701738 2.703031e+03 398.581227 20.4211060 1982-1999 –> 2000-2009 3.1605529 0.8903791 5974.713741 827.314778 7 17
Atlantic (27.75,27.85] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 601 2.2785885 2.707479e+03 668.689551 20.3974473 1982-1999 –> 2000-2009 3.1965252 0.9179367 6055.424420 1193.287980 8 21
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + nitrate 601 2.3545591 2.746901e+03 768.681118 18.7957033 1982-1999 –> 2000-2009 3.2118453 0.8572862 5923.818530 1180.233778 11 16
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 601 2.3685773 2.754036e+03 265.302987 18.7071279 1982-1999 –> 2000-2009 3.2262550 0.8576777 5932.095959 393.632259 13 19
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1160 0.8557570 2.944554e+03 708.288570 4.9981355 2000-2009 –> 2010-2019 3.1111408 2.2553838 5641.728700 1481.924526 1 2
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1160 0.8572545 2.948610e+03 510.543708 4.9970667 2000-2009 –> 2010-2019 3.1133896 2.2561351 5646.185321 910.243812 2 4
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1160 0.8586257 2.952318e+03 507.494387 4.9986693 2000-2009 –> 2010-2019 3.1151630 2.2565373 5650.107439 905.482657 3 6
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1160 0.8615715 2.960264e+03 496.185362 4.9984647 2000-2009 –> 2010-2019 3.1207817 2.2592102 5659.476225 882.328848 4 8
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 1160 0.9372764 3.153655e+03 494.837689 5.1223674 2000-2009 –> 2010-2019 3.2043901 2.2671137 5855.064818 880.946205 5 10
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1160 0.9473014 3.178337e+03 504.145997 5.1351654 2000-2009 –> 2010-2019 3.2166330 2.2693315 5880.922852 901.402372 6 12
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1160 0.9532299 3.192811e+03 506.446601 5.1515553 2000-2009 –> 2010-2019 3.2234037 2.2701738 5895.842792 905.027828 7 14
Atlantic (27.75,27.85] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 1160 0.9669732 3.226021e+03 624.627752 5.1681157 2000-2009 –> 2010-2019 3.2455617 2.2785885 5933.500050 1293.317303 9 17
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1160 0.9595808 3.208217e+03 353.487306 4.9537910 2000-2009 –> 2010-2019 3.2781676 2.3185867 5936.612585 600.713720 8 17
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1160 1.1270375 3.581392e+03 264.559928 5.3398350 2000-2009 –> 2010-2019 3.4760834 2.3490460 6325.475209 460.341540 10 20
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1364 5.3359329 8.452801e+03 225.873071 19.0205299 1982-1999 –> 2000-2009 8.2198766 2.8839438 22790.203505 546.594175 1 2
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1364 5.3360459 8.452859e+03 141.195500 19.0131498 1982-1999 –> 2000-2009 8.2359958 2.8999499 22822.252009 344.798211 2 7
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1364 5.3362341 8.452955e+03 141.107112 19.0083883 1982-1999 –> 2000-2009 8.2365004 2.9002662 22822.978792 344.658672 4 10
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1364 5.3361151 8.452895e+03 522.819997 19.0069464 1982-1999 –> 2000-2009 8.2547546 2.9186395 22859.418973 1176.606931 3 14
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1364 5.4814364 8.524194e+03 125.873907 19.2619278 1982-1999 –> 2000-2009 8.3660854 2.8846489 22861.009275 320.507596 18 21
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1364 5.4815555 8.524253e+03 127.413769 19.2514768 1982-1999 –> 2000-2009 8.3820056 2.9004501 22892.642991 322.927661 19 26
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1364 5.4818551 8.524402e+03 127.268348 19.2493725 1982-1999 –> 2000-2009 8.3825690 2.9007139 22893.317870 322.669194 20 28
Atlantic (27.85,27.95] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 1364 5.4820831 8.524516e+03 516.527003 19.2350972 1982-1999 –> 2000-2009 8.4013367 2.9192536 22930.256203 1163.438710 21 33
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1364 5.3423220 8.454066e+03 79.131052 19.5705293 1982-1999 –> 2000-2009 8.4304515 3.0881294 23184.859424 144.664743 6 21
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1364 5.3387016 8.452216e+03 81.725638 18.7207541 1982-1999 –> 2000-2009 8.4658777 3.1271761 23255.634930 158.642666 5 23
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2181 3.1706029 1.123682e+04 279.086539 21.4340058 2000-2009 –> 2010-2019 8.5065358 5.3359329 19689.618022 418.503641 1 2
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2181 3.1769424 1.124553e+04 281.670404 21.4490923 2000-2009 –> 2010-2019 8.5131765 5.3362341 19698.484899 422.777515 2 6
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2181 3.1774191 1.124618e+04 281.945147 21.4436677 2000-2009 –> 2010-2019 8.5134650 5.3360459 19699.043121 423.140646 3 5
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 2181 3.1842008 1.125548e+04 938.388427 21.4477001 2000-2009 –> 2010-2019 8.5203160 5.3361151 19708.378690 1461.208424 4 7
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 2181 3.2087492 1.128698e+04 276.181579 21.8775829 2000-2009 –> 2010-2019 8.6901856 5.4814364 19811.177724 402.055486 5 23
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2181 3.2137199 1.129374e+04 278.918219 21.8853441 2000-2009 –> 2010-2019 8.6955749 5.4818551 19818.137978 406.186567 6 26
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2181 3.2142837 1.129450e+04 279.251769 21.8820247 2000-2009 –> 2010-2019 8.6958392 5.4815555 19818.754112 406.665538 7 26
Atlantic (27.85,27.95] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 2181 3.2205416 1.130298e+04 899.186803 21.8868426 2000-2009 –> 2010-2019 8.7026247 5.4820831 19827.500774 1415.713806 8 29
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2181 3.5086912 1.167678e+04 103.022850 20.0403124 2000-2009 –> 2010-2019 8.8473928 5.3387016 20128.996764 184.748488 16 21
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2181 3.5075190 1.167532e+04 95.993264 19.4776174 2000-2009 –> 2010-2019 8.8498410 5.3423220 20129.388572 175.124316 15 21
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1296 0.9670006 3.604911e+03 682.545479 5.0291412 1982-1999 –> 2000-2009 1.6590005 0.6919999 8900.076237 1175.224549 1 2
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1296 0.9677432 3.606901e+03 678.755092 5.0271479 1982-1999 –> 2000-2009 1.6606056 0.6928624 8908.326780 1172.273835 2 4
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1296 0.9690318 3.610350e+03 676.219851 5.0224388 1982-1999 –> 2000-2009 1.6625406 0.6935087 8916.462045 1170.127359 3 6
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1296 0.9846636 3.649829e+03 107.113588 5.0837185 1982-1999 –> 2000-2009 1.7437535 0.7590900 9408.072371 162.581977 4 8
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1296 1.0179551 3.736015e+03 19.447357 5.1213746 1982-1999 –> 2000-2009 1.7984426 0.7804875 9633.973915 32.084076 5 10
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1296 1.0657193 3.854869e+03 562.330573 5.1255063 1982-1999 –> 2000-2009 1.8530305 0.7873112 9796.578540 1052.715561 12 18
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1296 1.0657728 3.855000e+03 178.765634 5.1341588 1982-1999 –> 2000-2009 1.8532778 0.7875050 9797.945534 322.210054 13 21
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 1296 1.0658013 3.855069e+03 181.170530 5.1367572 1982-1999 –> 2000-2009 1.8532908 0.7874895 9797.915960 326.721174 14 21
Atlantic (27.95,28.05] 3 cstar_tref ~ sal + temp + nitrate 1296 1.0829084 3.894343e+03 9.991012 5.0994607 1982-1999 –> 2000-2009 1.8726281 0.7897197 9849.403419 18.014412 31 40
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1296 1.0253005 3.754652e+03 604.131214 4.5743595 1982-1999 –> 2000-2009 1.8924328 0.8671323 10181.711721 1112.591643 6 25
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1978 0.9981494 5.619993e+03 663.552767 6.4954748 2000-2009 –> 2010-2019 1.9651500 0.9670006 9224.904309 1346.098246 1 2
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1978 0.9988886 5.622922e+03 662.826841 6.4903610 2000-2009 –> 2010-2019 1.9666317 0.9677432 9229.822340 1341.581933 2 4
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1978 0.9996438 5.625911e+03 662.308880 6.4841290 2000-2009 –> 2010-2019 1.9686756 0.9690318 9236.261412 1338.528732 3 6
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1978 1.0384516 5.774584e+03 118.686510 6.5851626 2000-2009 –> 2010-2019 2.0231151 0.9846636 9424.412322 225.800099 4 8
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1978 1.0487755 5.813719e+03 537.615170 5.8429151 2000-2009 –> 2010-2019 2.0740760 1.0253005 9568.370257 991.771630 5 11
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1978 1.0495912 5.816794e+03 534.234220 5.8405703 2000-2009 –> 2010-2019 2.0750857 1.0254946 9571.936414 983.158067 6 13
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1978 1.0500530 5.818534e+03 533.110238 5.8413249 2000-2009 –> 2010-2019 2.0760921 1.0260391 9575.052519 980.220499 7 15
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1978 1.0696125 5.891545e+03 25.771290 6.5402508 2000-2009 –> 2010-2019 2.0875676 1.0179551 9627.560906 45.218647 9 14
Atlantic (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate 1978 1.0685944 5.885778e+03 26.467575 6.0302786 2000-2009 –> 2010-2019 2.0948140 1.0262195 9640.752383 55.012259 8 17
Atlantic (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate_star 1978 1.0777788 5.919634e+03 4.873730 6.2087689 2000-2009 –> 2010-2019 2.1103682 1.0325894 9690.647407 10.314588 10 20
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 939 0.4308832 1.095644e+03 50.098728 1.4025356 1982-1999 –> 2000-2009 0.8943396 0.4634564 3956.786249 94.764759 4 5
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 939 0.4309534 1.095950e+03 23.118178 1.4028538 1982-1999 –> 2000-2009 0.8945060 0.4635526 3958.001978 43.864747 5 7
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 939 0.4310308 1.096287e+03 53.599871 1.4031110 1982-1999 –> 2000-2009 0.8947046 0.4636738 3959.485443 100.238341 7 10
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + oxygen + aou + phosphate 939 0.4309944 1.096129e+03 573.673740 1.4010733 1982-1999 –> 2000-2009 0.8949712 0.4639768 3962.190751 1133.416948 6 10
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 939 0.4282578 1.084166e+03 35.737634 1.4991418 1982-1999 –> 2000-2009 0.8954451 0.4671873 3980.459441 68.171479 1 6
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate 939 0.4318543 1.099872e+03 640.717292 1.5403173 1982-1999 –> 2000-2009 0.9112139 0.4793596 4108.924410 1188.524405 8 17
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 939 0.4283112 1.084400e+03 551.143425 1.4988496 1982-1999 –> 2000-2009 0.9186775 0.4903663 4192.977449 1035.335339 2 12
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + nitrate 939 0.4471262 1.165137e+03 79.658687 1.4342816 1982-1999 –> 2000-2009 0.9209139 0.4737877 4122.933884 152.183890 12 18
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 939 0.4473541 1.166094e+03 79.729580 1.4256111 1982-1999 –> 2000-2009 0.9215244 0.4741702 4127.428965 152.330237 13 20
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + oxygen + aou + nitrate 939 0.4473989 1.166282e+03 931.189489 1.4241631 1982-1999 –> 2000-2009 0.9222146 0.4748157 4133.580289 1857.473884 14 22
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1565 0.4299667 1.811409e+03 44.454883 1.8428125 2000-2009 –> 2010-2019 0.8582245 0.4282578 2895.575272 80.192517 7 8
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1565 0.4308541 1.817863e+03 967.734731 1.7346779 2000-2009 –> 2010-2019 0.8591653 0.4283112 2902.262912 1824.260863 9 11
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1565 0.4283653 1.799729e+03 28.878408 1.7610250 2000-2009 –> 2010-2019 0.8592484 0.4308832 2895.373149 51.992219 4 8
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1565 0.4283310 1.799479e+03 28.879449 1.7603382 2000-2009 –> 2010-2019 0.8592844 0.4309534 2895.429061 51.997627 3 8
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 1565 0.4283040 1.799282e+03 684.614120 1.7606180 2000-2009 –> 2010-2019 0.8592984 0.4309944 2895.410379 1258.287859 2 8
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 1565 0.4282943 1.799211e+03 67.921718 1.7595644 2000-2009 –> 2010-2019 0.8593251 0.4310308 2895.498120 121.521589 1 8
Atlantic (28.05,28.1] 3 cstar_tref ~ sal + nitrate + phosphate_star 1565 0.4308792 1.816045e+03 10.933109 1.7510133 2000-2009 –> 2010-2019 0.8593906 0.4285114 2899.322709 22.424661 10 13
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1565 0.4286156 1.801558e+03 729.655097 1.8035000 2000-2009 –> 2010-2019 0.8604700 0.4318543 2901.430099 1370.372389 5 13
Atlantic (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate 1565 0.4286241 1.799620e+03 13.207898 1.8129879 2000-2009 –> 2010-2019 0.8606145 0.4319904 2898.083815 25.420726 6 16
Atlantic (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate_star 1565 0.4299818 1.809519e+03 5.108789 1.6392068 2000-2009 –> 2010-2019 0.8619130 0.4319312 2907.725353 11.186237 8 17
Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate 1014 0.2934538 4.012081e+02 611.281936 1.1525228 1982-1999 –> 2000-2009 0.6452689 0.3518151 2015.411217 1109.512200 1 3
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1014 0.3228637 5.969029e+02 359.166181 1.6215175 1982-1999 –> 2000-2009 0.6714762 0.3486124 2173.910356 687.515084 2 3
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1014 0.3402643 7.033574e+02 49.875716 1.8948014 1982-1999 –> 2000-2009 0.6942256 0.3539612 2345.625856 83.450888 4 8
Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate_star 1014 0.3410760 7.061893e+02 23.525594 1.8933892 1982-1999 –> 2000-2009 0.6952492 0.3541732 2349.023713 45.107382 5 10
Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate 1014 0.3512769 7.659535e+02 586.229280 1.2655018 1982-1999 –> 2000-2009 0.7035167 0.3522397 2385.326089 1030.890907 6 9
Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate_star 1014 0.3275695 6.242480e+02 149.804798 1.5397879 1982-1999 –> 2000-2009 0.7088950 0.3813254 2583.676810 256.732134 3 10
Atlantic (28.1,28.15] 2 cstar_tref ~ nitrate + phosphate 1014 0.3746302 8.944848e+02 384.343872 1.5492854 1982-1999 –> 2000-2009 0.7313217 0.3566915 2565.686835 628.708634 12 18
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate 1014 0.3668460 8.559024e+02 30.346881 2.0901783 1982-1999 –> 2000-2009 0.7525412 0.3856952 2866.166860 54.879582 7 15
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1014 0.3690056 8.678061e+02 30.408272 2.0975625 1982-1999 –> 2000-2009 0.7564249 0.3874193 2897.187219 55.008333 8 17
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1014 0.3705884 8.764862e+02 29.925907 2.1000872 1982-1999 –> 2000-2009 0.7598416 0.3892532 2926.107153 54.273436 9 20
Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate 1960 0.3252689 1.169675e+03 442.417746 1.7616007 2000-2009 –> 2010-2019 0.6187227 0.2934538 1570.883229 1053.699681 1 2
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1960 0.3584499 1.552451e+03 265.564511 1.9074907 2000-2009 –> 2010-2019 0.6813136 0.3228637 2149.353756 624.730692 2 4
Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate_star 1960 0.3627003 1.596660e+03 119.939997 1.8632829 2000-2009 –> 2010-2019 0.6902699 0.3275695 2220.907924 269.744794 3 6
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1960 0.3675196 1.650403e+03 40.123354 2.0750597 2000-2009 –> 2010-2019 0.7077839 0.3402643 2353.760334 89.999069 4 8
Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate_star 1960 0.3675214 1.648422e+03 22.086812 2.0750928 2000-2009 –> 2010-2019 0.7085974 0.3410760 2354.611165 45.612406 5 10
Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate 1960 0.4130464 2.106193e+03 582.479443 2.3988285 2000-2009 –> 2010-2019 0.7643233 0.3512769 2872.146624 1168.708723 12 18
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate 1960 0.3985919 1.968556e+03 29.569201 2.3107181 2000-2009 –> 2010-2019 0.7654380 0.3668460 2824.458472 59.916082 6 13
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1960 0.4012584 1.994692e+03 29.724628 2.3195404 2000-2009 –> 2010-2019 0.7702640 0.3690056 2862.498176 60.132900 8 16
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + phosphate 1960 0.4036094 2.017593e+03 29.319523 2.3251276 2000-2009 –> 2010-2019 0.7741977 0.3705884 2894.078663 59.245430 9 18
Atlantic (28.1,28.15] 3 cstar_tref ~ temp + nitrate + phosphate_star 1960 0.3992455 1.972979e+03 38.363901 2.2560845 2000-2009 –> 2010-2019 0.7742019 0.3749563 2871.228196 78.741692 7 20
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 327 0.1303201 -3.927104e+02 40.313611 0.4555153 1982-1999 –> 2000-2009 0.2601937 0.1298736 -1235.688446 105.595265 1 2
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 327 0.1303958 -3.923306e+02 40.326286 0.4553487 1982-1999 –> 2000-2009 0.2602809 0.1298851 -1235.186970 105.761360 2 4
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 327 0.1304073 -3.922726e+02 56.985919 0.4552538 1982-1999 –> 2000-2009 0.2603024 0.1298951 -1235.023772 150.138341 3 6
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 327 0.1304402 -3.921079e+02 55.051592 0.4551281 1982-1999 –> 2000-2009 0.2603423 0.1299021 -1234.784879 137.794723 4 8
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 327 0.1319518 -3.845728e+02 244.043296 0.4622108 1982-1999 –> 2000-2009 0.2646451 0.1326934 -1198.038766 593.459751 6 12
Atlantic (28.15,28.2] 3 cstar_tref ~ sal + temp + phosphate 327 0.1308395 -3.921089e+02 4.798877 0.4505089 1982-1999 –> 2000-2009 0.2659102 0.1350707 -1183.175734 12.699629 5 15
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 327 0.1320878 -3.838990e+02 51.699500 0.4612162 1982-1999 –> 2000-2009 0.2670050 0.1349173 -1174.527891 140.244828 7 14
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 327 0.1320922 -3.838771e+02 51.661856 0.4611314 1982-1999 –> 2000-2009 0.2670095 0.1349174 -1174.505230 139.852095 8 16
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 327 0.1321328 -3.836763e+02 54.294950 0.4609877 1982-1999 –> 2000-2009 0.2670511 0.1349183 -1174.294510 142.460388 9 18
Atlantic (28.15,28.2] 3 cstar_tref ~ sal + aou + phosphate 327 0.1346977 -3.731025e+02 56.839892 0.4456755 1982-1999 –> 2000-2009 0.2671545 0.1324568 -1191.019840 149.754676 13 18
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 557 0.1953040 -2.266849e+02 27.057867 0.7207561 2000-2009 –> 2010-2019 0.3256241 0.1303201 -619.395300 67.371478 1 2
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 557 0.1955317 -2.253871e+02 27.122877 0.7193993 2000-2009 –> 2010-2019 0.3259275 0.1303958 -617.717694 67.449163 2 4
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate 557 0.1956877 -2.244983e+02 34.319232 0.7212480 2000-2009 –> 2010-2019 0.3261279 0.1304402 -616.606140 91.303398 3 7
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 557 0.1957352 -2.242280e+02 34.305150 0.7224728 2000-2009 –> 2010-2019 0.3261426 0.1304073 -616.500583 91.291069 4 7
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 557 0.1966363 -2.191114e+02 193.394984 0.7248877 2000-2009 –> 2010-2019 0.3285881 0.1319518 -603.684187 437.438280 6 12
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 557 0.1977096 -2.130474e+02 32.072261 0.7528762 2000-2009 –> 2010-2019 0.3297974 0.1320878 -596.946389 83.771761 15 22
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 557 0.1978858 -2.120550e+02 31.941678 0.7558258 2000-2009 –> 2010-2019 0.3299780 0.1320922 -595.932093 83.603534 18 26
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 557 0.1978650 -2.121720e+02 31.951822 0.7546928 2000-2009 –> 2010-2019 0.3299978 0.1321328 -595.848210 86.246773 17 26
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 557 0.1976861 -2.131796e+02 200.572050 0.7454465 2000-2009 –> 2010-2019 0.3306689 0.1329828 -592.662273 519.422652 13 24
Atlantic (28.15,28.2] 3 cstar_tref ~ sal + aou + phosphate 557 0.1961985 -2.235943e+02 33.902598 0.7454951 2000-2009 –> 2010-2019 0.3308962 0.1346977 -596.696858 90.742490 5 18
Atlantic (28.2, Inf] 2 cstar_tref ~ nitrate + phosphate 109 0.0051167 -8.326736e+02 378.545103 0.0300219 1982-1999 –> 2000-2009 0.0353682 0.0302515 -2051.443745 897.996233 1 2
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 109 0.0072576 -7.524756e+02 382.491544 0.0251247 1982-1999 –> 2000-2009 0.0738976 0.0666400 -1501.287821 1191.201252 3 5
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 109 0.0072489 -7.527375e+02 388.425607 0.0250747 1982-1999 –> 2000-2009 0.0747335 0.0674847 -1494.118113 1100.966350 2 5
Atlantic (28.2, Inf] 3 cstar_tref ~ sal + nitrate + phosphate_star 109 0.0074114 -7.499039e+02 372.287885 0.0255954 1982-1999 –> 2000-2009 0.0761401 0.0687287 -1482.507378 1084.749426 4 8
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 109 0.0088694 -7.087526e+02 104.431823 0.0300495 1982-1999 –> 2000-2009 0.0800925 0.0712231 -1418.322524 400.286037 5 12
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 109 0.0088701 -7.087374e+02 101.050194 0.0300513 1982-1999 –> 2000-2009 0.0801004 0.0712304 -1418.246972 397.325020 6 14
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate_star 109 0.0089652 -7.064109e+02 275.529320 0.0301152 1982-1999 –> 2000-2009 0.0801601 0.0711949 -1416.214454 567.297533 7 13
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate 109 0.0090458 -7.044605e+02 726.337550 0.0301686 1982-1999 –> 2000-2009 0.0801915 0.0711457 -1414.672158 1015.518287 8 13
Atlantic (28.2, Inf] 3 cstar_tref ~ sal + oxygen + phosphate 109 0.0090664 -7.059636e+02 257.933130 0.0304598 1982-1999 –> 2000-2009 0.0818953 0.0728289 -1404.379015 547.267667 9 18
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + oxygen + aou + nitrate 109 0.0108927 -6.639576e+02 382.438892 0.0348480 1982-1999 –> 2000-2009 0.0890333 0.0781405 -1318.839127 689.303833 10 20
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + nitrate + phosphate_star 110 0.0602829 -2.957491e+02 168.238140 0.2582697 2000-2009 –> 2010-2019 0.0764628 0.0161800 -875.448395 174.108702 9 10
Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate_star 110 0.0603024 -2.956777e+02 84.408209 0.2569848 2000-2009 –> 2010-2019 0.0764836 0.0161811 -875.361492 93.557022 10 12
Atlantic (28.2, Inf] 2 cstar_tref ~ nitrate + phosphate_star 110 0.0603202 -2.976129e+02 38.138096 0.2539655 2000-2009 –> 2010-2019 0.0765013 0.0161811 -879.296632 43.148809 11 14
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + aou + phosphate 110 0.0598609 -2.972946e+02 13.695395 0.2551492 2000-2009 –> 2010-2019 0.0771174 0.0172565 -862.951326 23.585235 4 8
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + aou + phosphate_star 110 0.0600426 -2.966276e+02 51.854224 0.2551042 2000-2009 –> 2010-2019 0.0773915 0.0173488 -861.121083 56.652104 8 13
Atlantic (28.2, Inf] 3 cstar_tref ~ aou + phosphate + phosphate_star 110 0.0599802 -2.968566e+02 111.166233 0.2549166 2000-2009 –> 2010-2019 0.0774103 0.0174301 -860.331161 122.550077 5 11
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + phosphate + phosphate_star 110 0.0599842 -2.968419e+02 214.396181 0.2545950 2000-2009 –> 2010-2019 0.0774145 0.0174303 -860.314228 221.596052 6 13
Atlantic (28.2, Inf] 2 cstar_tref ~ oxygen + phosphate_star 110 0.0600026 -2.987745e+02 53.254163 0.2515317 2000-2009 –> 2010-2019 0.0774342 0.0174317 -864.229596 54.565454 7 15
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + aou + nitrate 110 0.0609152 -2.934533e+02 11.310492 0.2584803 2000-2009 –> 2010-2019 0.0798787 0.0189635 -838.547029 22.582453 12 21
Atlantic (28.2, Inf] 3 cstar_tref ~ oxygen + aou + nitrate 110 0.0610385 -2.930085e+02 25.223311 0.2582310 2000-2009 –> 2010-2019 0.0801621 0.0191236 -836.269326 30.736331 13 23
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 350 3.8018603 1.942100e+03 651.949343 14.2813820 1982-1999 –> 2000-2009 8.5104000 4.7085396 5702.115551 966.614965 1 2
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 350 3.8093442 1.943477e+03 431.382868 14.1289977 1982-1999 –> 2000-2009 8.5715919 4.7622477 5717.805687 756.163923 2 4
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 350 3.8433815 1.949704e+03 747.527968 14.1368449 1982-1999 –> 2000-2009 8.6757646 4.8323831 5742.482962 1106.417143 6 9
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 350 3.8267913 1.944676e+03 30.824010 15.4804801 1982-1999 –> 2000-2009 8.8230531 4.9962618 5777.542843 56.697300 3 7
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 350 3.8410363 1.947277e+03 30.956091 15.5047392 1982-1999 –> 2000-2009 8.8731678 5.0321315 5789.171638 57.311552 5 10
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 350 3.8754540 1.953521e+03 230.383376 15.5300616 1982-1999 –> 2000-2009 8.9997426 5.1242885 5818.318899 424.705162 7 13
Indian (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + phosphate 350 3.9653938 1.969581e+03 408.074403 15.5760490 1982-1999 –> 2000-2009 9.2556422 5.2902484 5874.602896 724.090469 8 16
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 350 3.8340646 1.946005e+03 26.950384 12.8889433 1982-1999 –> 2000-2009 9.6120174 5.7779528 5962.315630 56.080872 4 15
Indian (-Inf,26] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 350 4.6116362 2.075265e+03 285.273267 21.0136706 1982-1999 –> 2000-2009 9.8494805 5.2378442 5967.723743 539.087638 10 17
Indian (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 350 4.7512428 2.096141e+03 177.754913 21.4144314 1982-1999 –> 2000-2009 10.2334238 5.4821810 6046.138561 343.810861 11 20
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 198 5.0199866 1.214817e+03 196.526229 16.9852226 2000-2009 –> 2010-2019 8.8218469 3.8018603 3156.917188 623.367433 1 2
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 198 5.0383234 1.216261e+03 214.431711 17.1859356 2000-2009 –> 2010-2019 8.8476676 3.8093442 3159.737618 645.814580 2 4
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 198 5.0806021 1.219570e+03 416.768981 17.3957270 2000-2009 –> 2010-2019 8.9239836 3.8433815 3169.273623 1164.296948 3 9
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + phosphate 198 5.1347145 1.221765e+03 238.762996 20.0093921 2000-2009 –> 2010-2019 8.9615058 3.8267913 3166.440902 465.846633 4 7
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 198 5.1540610 1.223255e+03 32.382335 20.1916369 2000-2009 –> 2010-2019 8.9950974 3.8410363 3170.531021 63.338426 5 10
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 198 5.2148348 1.227897e+03 251.980581 20.6500641 2000-2009 –> 2010-2019 9.0902888 3.8754540 3181.417544 482.363958 6 13
Indian (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 198 5.3351756 1.236931e+03 373.693569 21.2351921 2000-2009 –> 2010-2019 9.3005694 3.9653938 3206.511683 781.767972 7 15
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 198 5.8645659 1.274395e+03 30.256845 25.2391846 2000-2009 –> 2010-2019 9.6986305 3.8340646 3220.400145 57.207228 8 12
Indian (-Inf,26] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 198 5.8651180 1.274433e+03 287.635771 15.0797449 2000-2009 –> 2010-2019 10.4767543 4.6116362 3349.697493 481.618611 9 19
Indian (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 198 6.0767490 1.288470e+03 131.432431 15.1332579 2000-2009 –> 2010-2019 10.8279918 4.7512428 3384.611049 309.187344 10 21
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 681 4.7565231 4.070656e+03 194.900241 21.7646352 1982-1999 –> 2000-2009 9.7283801 4.9718570 10087.802034 395.620135 1 2
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 681 4.7616137 4.072113e+03 110.504346 21.7371493 1982-1999 –> 2000-2009 9.7748906 5.0132769 10105.735470 223.266599 2 4
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 681 4.7711678 4.074843e+03 233.909402 21.6928841 1982-1999 –> 2000-2009 9.8493295 5.0781617 10134.004648 449.656258 3 6
Indian (26,26.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 681 5.0993628 4.163450e+03 177.991354 22.5900179 1982-1999 –> 2000-2009 10.2724690 5.1731062 10257.399643 370.129908 7 11
Indian (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 681 5.1365780 4.173354e+03 84.731149 22.5499003 1982-1999 –> 2000-2009 10.3823635 5.2457855 10295.011460 193.887693 8 13
Indian (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 681 5.1880680 4.186938e+03 179.525082 22.4815159 1982-1999 –> 2000-2009 10.5313524 5.3432844 10345.169685 387.464646 9 15
Indian (26,26.5] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 681 5.3265524 4.222817e+03 997.915939 23.3524626 1982-1999 –> 2000-2009 10.8128010 5.4862486 10433.487315 1628.912581 10 17
Indian (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate 681 5.0071013 4.138582e+03 184.238582 20.1580332 1982-1999 –> 2000-2009 10.9088811 5.9017798 10494.248054 342.725087 4 12
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 681 5.0103571 4.139467e+03 20.716138 20.1428956 1982-1999 –> 2000-2009 10.9442732 5.9339162 10505.918201 37.444262 5 14
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 681 5.0242648 4.143242e+03 183.855639 20.0729516 1982-1999 –> 2000-2009 11.0747475 6.0504827 10548.328556 352.346816 6 16
Indian (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 316 5.0143164 1.929741e+03 456.372673 15.3086629 2000-2009 –> 2010-2019 9.7708394 4.7565231 6000.397289 683.729777 1 2
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 316 5.0334391 1.932147e+03 149.848225 15.2623802 2000-2009 –> 2010-2019 9.7950528 4.7616137 6004.259809 260.352571 2 4
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 316 5.0809529 1.938084e+03 483.933674 15.3149940 2000-2009 –> 2010-2019 9.8521208 4.7711678 6012.927777 717.843076 3 6
Indian (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 316 5.2176155 1.952859e+03 23.608630 15.7740164 2000-2009 –> 2010-2019 10.2247167 5.0071013 6091.440475 44.332953 5 9
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 316 5.2311819 1.954500e+03 23.812842 15.8032073 2000-2009 –> 2010-2019 10.2415390 5.0103571 6093.966949 44.528981 7 12
Indian (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 316 5.1781497 1.948060e+03 253.063360 17.1794132 2000-2009 –> 2010-2019 10.2775125 5.0993628 6111.509872 388.279061 4 11
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 316 5.2868939 1.961195e+03 243.847244 15.9323716 2000-2009 –> 2010-2019 10.3111587 5.0242648 6104.437553 427.702883 8 14
Indian (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 316 5.2255904 1.953824e+03 130.903393 17.1957111 2000-2009 –> 2010-2019 10.3621684 5.1365780 6127.177504 215.634542 6 14
Indian (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 316 5.3300677 1.966335e+03 459.066455 17.3501746 2000-2009 –> 2010-2019 10.5181357 5.1880680 6153.273640 638.591537 9 18
Indian (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 316 5.8095458 2.020775e+03 15.042582 14.9086603 2000-2009 –> 2010-2019 11.2225144 5.4129686 6265.511363 35.569740 13 23
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 922 3.2479051 4.802773e+03 172.202198 17.8104986 1982-1999 –> 2000-2009 7.1804252 3.9325201 10315.141336 363.004493 1 2
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 922 3.2489957 4.803393e+03 93.924658 17.7692703 1982-1999 –> 2000-2009 7.1873169 3.9383212 10318.667280 167.610156 2 4
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 922 3.2525133 4.805388e+03 172.498562 17.6762928 1982-1999 –> 2000-2009 7.2045499 3.9520366 10327.518308 361.543976 3 6
Indian (26.5,26.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 922 3.4685293 4.921962e+03 167.240282 18.2629636 1982-1999 –> 2000-2009 7.4377751 3.9692459 10450.660890 340.909959 7 11
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 922 3.4750500 4.925425e+03 74.756355 18.1871832 1982-1999 –> 2000-2009 7.4521368 3.9770868 10458.016002 148.435198 9 14
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 922 3.4883140 4.932450e+03 167.859668 18.1128586 1982-1999 –> 2000-2009 7.4831094 3.9947954 10473.802128 338.621139 10 16
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 922 3.4076940 4.889333e+03 15.140883 14.5681770 1982-1999 –> 2000-2009 7.7223398 4.3146458 10582.573544 32.054834 4 11
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 922 3.4079771 4.889486e+03 15.155249 14.5620473 1982-1999 –> 2000-2009 7.7248198 4.3168426 10583.730546 31.056642 5 13
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 922 3.4128501 4.892121e+03 137.125023 14.4384506 1982-1999 –> 2000-2009 7.7551985 4.3423483 10597.982458 304.361740 6 15
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 922 3.4712957 4.923432e+03 18.701326 15.1337070 1982-1999 –> 2000-2009 7.9384760 4.4671803 10685.184554 32.959117 8 22
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 286 4.0514983 1.625910e+03 93.177901 11.1683719 2000-2009 –> 2010-2019 7.3004939 3.2489957 6429.303002 187.102559 1 3
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 286 4.0526452 1.626072e+03 412.247444 11.1722037 2000-2009 –> 2010-2019 7.3005503 3.2479051 6428.845844 584.449642 2 3
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 286 4.0607769 1.627219e+03 408.765704 11.1718811 2000-2009 –> 2010-2019 7.3132902 3.2525133 6432.606858 581.264266 3 6
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 286 4.0637349 1.625635e+03 15.802487 11.5303505 2000-2009 –> 2010-2019 7.4717120 3.4079771 6515.121359 30.957736 4 9
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 286 4.0641941 1.625700e+03 16.266023 11.5246770 2000-2009 –> 2010-2019 7.4718881 3.4076940 6515.032813 31.406906 5 9
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 286 4.0723143 1.626842e+03 253.297196 11.5225667 2000-2009 –> 2010-2019 7.4851644 3.4128501 6518.962515 390.422220 6 12
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 286 4.0842969 1.628522e+03 9.751493 11.4126817 2000-2009 –> 2010-2019 7.5555927 3.4712957 6551.954588 28.452818 7 15
Indian (26.5,26.75] 3 cstar_tref ~ sal + temp + phosphate_star 286 4.1017382 1.628960e+03 6.735467 10.7541659 2000-2009 –> 2010-2019 7.5906503 3.4889122 6559.726419 15.715252 8 19
Indian (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 286 4.2479089 1.650989e+03 153.351548 11.5598412 2000-2009 –> 2010-2019 7.7164382 3.4685293 6572.950992 238.044269 11 18
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 286 4.2460344 1.650737e+03 90.550943 11.5671626 2000-2009 –> 2010-2019 7.7210844 3.4750500 6576.161932 165.307299 9 18
Indian (26.75,27] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 699 2.8697097 3.471463e+03 192.737763 7.6768694 1982-1999 –> 2000-2009 5.5323341 2.6626243 9457.107302 255.538538 1 2
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 699 2.8709112 3.472048e+03 176.457179 7.6621366 1982-1999 –> 2000-2009 5.5336034 2.6626922 9457.755964 232.467681 3 5
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 699 2.8703059 3.471753e+03 690.785703 7.6651450 1982-1999 –> 2000-2009 5.5338889 2.6635830 9458.294005 840.086678 2 7
Indian (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 699 2.8785460 3.473761e+03 169.036324 7.5636474 1982-1999 –> 2000-2009 5.5412713 2.6627253 9457.499767 215.850783 5 8
Indian (26.75,27] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 699 2.8866670 3.477699e+03 177.181748 7.4837053 1982-1999 –> 2000-2009 5.5496820 2.6630150 9461.709120 223.468578 12 16
Indian (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 699 2.8848147 3.476802e+03 662.923859 7.5389904 1982-1999 –> 2000-2009 5.5772394 2.6924247 9488.160016 768.415535 11 19
Indian (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 699 2.8814450 3.475168e+03 75.611376 7.9050942 1982-1999 –> 2000-2009 5.6145042 2.7330592 9523.824792 94.132164 6 16
Indian (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 699 2.8825940 3.475726e+03 75.225684 7.8868419 1982-1999 –> 2000-2009 5.6149472 2.7323532 9523.738852 93.691939 10 19
Indian (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 699 2.9432053 3.504816e+03 48.102784 7.2371872 1982-1999 –> 2000-2009 5.6170686 2.6738633 9498.948595 66.892682 33 39
Indian (26.75,27] 3 cstar_tref ~ sal + nitrate + phosphate_star 699 2.9442446 3.503310e+03 20.514019 7.4620127 1982-1999 –> 2000-2009 5.6197488 2.6755043 9496.969799 25.336872 35 42
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 439 2.2647677 1.977569e+03 46.223275 7.1863551 2000-2009 –> 2010-2019 5.1356789 2.8709112 5449.616671 222.680455 1 4
Indian (26.75,27] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 439 2.2666601 1.978302e+03 219.625796 7.1880768 2000-2009 –> 2010-2019 5.1363698 2.8697097 5449.764845 941.169277 2 3
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 439 2.2695026 1.979402e+03 207.254602 7.1822333 2000-2009 –> 2010-2019 5.1398085 2.8703059 5451.155597 898.040306 5 7
Indian (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 439 2.2678123 1.976748e+03 19.948645 7.1626933 2000-2009 –> 2010-2019 5.1504063 2.8825940 5452.473663 95.174329 3 13
Indian (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + phosphate 439 2.2691844 1.977279e+03 148.800005 7.1660781 2000-2009 –> 2010-2019 5.1506294 2.8814450 5452.447361 663.659124 4 10
Indian (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 439 2.2717252 1.978262e+03 137.967484 7.1627914 2000-2009 –> 2010-2019 5.1539481 2.8822229 5453.807272 624.731006 6 15
Indian (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 439 2.3157657 1.995120e+03 39.261691 6.8842675 2000-2009 –> 2010-2019 5.1943117 2.8785460 5468.881000 208.298014 7 12
Indian (26.75,27] 3 cstar_tref ~ sal + aou + phosphate_star 439 2.3189118 1.994312e+03 10.093723 6.8721616 2000-2009 –> 2010-2019 5.2171725 2.8982608 5475.615088 61.018475 8 24
Indian (26.75,27] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 439 2.3410981 2.004672e+03 136.233741 6.8709136 2000-2009 –> 2010-2019 5.2277651 2.8866670 5482.371921 665.919477 11 23
Indian (26.75,27] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 439 2.3408200 2.004568e+03 47.839539 6.4091422 2000-2009 –> 2010-2019 5.2475484 2.9067284 5491.949653 161.043654 10 30
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 602 1.0765457 1.811206e+03 687.475266 3.4896576 1982-1999 –> 2000-2009 2.1689031 1.0923574 5991.318650 878.869811 1 2
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 602 1.0767559 1.809441e+03 396.650145 3.5226888 1982-1999 –> 2000-2009 2.1703016 1.0935457 5990.558865 514.881523 2 7
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 602 1.0815360 1.816774e+03 432.867857 3.4457222 1982-1999 –> 2000-2009 2.1746062 1.0930702 5998.689833 553.695990 3 7
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 602 1.0817774 1.815043e+03 132.999640 3.4812312 1982-1999 –> 2000-2009 2.1759344 1.0941571 5997.705497 171.654383 4 11
Indian (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 602 1.0844343 1.819996e+03 533.031727 3.4047431 1982-1999 –> 2000-2009 2.1768838 1.0924495 6000.342007 686.859410 5 7
Indian (27,27.25] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 602 1.0852091 1.818856e+03 132.729632 3.4648158 1982-1999 –> 2000-2009 2.1789209 1.0937118 6000.393867 169.603144 6 12
Indian (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 602 1.0999875 1.835142e+03 155.960620 3.6053908 1982-1999 –> 2000-2009 2.2199721 1.1199846 6082.290413 205.373245 7 16
Indian (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate 602 1.1602837 1.899394e+03 154.772290 3.4303155 1982-1999 –> 2000-2009 2.2531308 1.0928472 6078.745701 210.078945 19 22
Indian (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 602 1.1529962 1.891808e+03 524.404225 3.0751881 1982-1999 –> 2000-2009 2.2869402 1.1339440 6173.194096 671.744588 15 27
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 602 1.1556606 1.894587e+03 431.637181 3.0613388 1982-1999 –> 2000-2009 2.2882917 1.1326311 6172.771057 548.924543 17 27
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 476 1.2779644 1.598325e+03 251.740700 3.8941514 2000-2009 –> 2010-2019 2.3545101 1.0765457 3409.531149 939.215966 4 5
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 476 1.2779253 1.598296e+03 121.399935 3.8965861 2000-2009 –> 2010-2019 2.3594612 1.0815360 3415.070134 554.267792 3 6
Indian (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 476 1.2774458 1.597939e+03 156.657074 3.9142045 2000-2009 –> 2010-2019 2.3618801 1.0844343 3417.935082 689.688801 1 6
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 476 1.2876970 1.603548e+03 178.620908 4.0251779 2000-2009 –> 2010-2019 2.3644529 1.0767559 3412.988891 575.271052 8 10
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 476 1.2877084 1.603556e+03 51.310056 4.0271296 2000-2009 –> 2010-2019 2.3694857 1.0817774 3418.599080 184.309695 9 13
Indian (27,27.25] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 476 1.2866867 1.602801e+03 51.630519 4.0491195 2000-2009 –> 2010-2019 2.3718958 1.0852091 3421.656901 184.360152 6 12
Indian (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 476 1.3094356 1.619485e+03 67.654667 4.2847697 2000-2009 –> 2010-2019 2.4094231 1.0999875 3454.626818 223.615286 12 19
Indian (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 476 1.2774811 1.595965e+03 156.100991 3.9095545 2000-2009 –> 2010-2019 2.4304773 1.1529962 3487.773140 680.505216 2 17
Indian (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 476 1.2781041 1.596429e+03 121.358046 3.8854671 2000-2009 –> 2010-2019 2.4337647 1.1556606 3491.016353 552.995227 5 22
Indian (27,27.25] 3 cstar_tref ~ sal + temp + oxygen 476 1.2868386 1.600913e+03 47.796598 4.0622873 2000-2009 –> 2010-2019 2.4411410 1.1543023 3492.084320 171.211736 7 23
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 755 0.9858722 2.133112e+03 175.543066 3.0805384 1982-1999 –> 2000-2009 2.1271754 1.1413033 6739.497938 308.123186 1 8
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 755 1.0252847 2.192302e+03 406.069110 3.6922151 1982-1999 –> 2000-2009 2.1551557 1.1298710 6768.868822 555.750293 3 7
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate 755 1.0089752 2.168089e+03 539.207744 3.3197591 1982-1999 –> 2000-2009 2.1658909 1.1569157 6814.719243 696.811757 2 13
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 755 1.0502448 2.228622e+03 301.143661 3.9539491 1982-1999 –> 2000-2009 2.1674863 1.1172415 6771.893569 403.855926 7 8
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate 755 1.0412706 2.215664e+03 403.171362 3.5973879 1982-1999 –> 2000-2009 2.1881557 1.1468851 6836.501107 514.845854 6 15
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 755 1.0265097 2.194105e+03 198.798328 3.2766791 1982-1999 –> 2000-2009 2.1938476 1.1673379 6867.299446 338.931268 4 19
Indian (27.25,27.5] 3 cstar_tref ~ sal + temp + oxygen 755 1.0318581 2.199953e+03 28.507164 3.9053366 1982-1999 –> 2000-2009 2.2328139 1.2009557 6955.243110 42.512205 5 29
Indian (27.25,27.5] 3 cstar_tref ~ temp + oxygen + nitrate 755 1.1006865 2.297458e+03 371.636809 3.1163120 1982-1999 –> 2000-2009 2.2330095 1.1323230 6878.445016 426.137818 11 16
Indian (27.25,27.5] 3 cstar_tref ~ temp + nitrate + phosphate_star 755 1.1001704 2.296749e+03 154.415161 2.8194902 1982-1999 –> 2000-2009 2.2414753 1.1413049 6901.139546 181.452740 10 18
Indian (27.25,27.5] 3 cstar_tref ~ temp + aou + nitrate 755 1.1304925 2.337804e+03 275.553008 3.4030564 1982-1999 –> 2000-2009 2.2538845 1.1233920 6895.336428 312.921016 17 19
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 506 1.2108496 1.641584e+03 122.316249 3.1401072 2000-2009 –> 2010-2019 2.1967218 0.9858722 3774.695958 297.859315 4 5
Indian (27.25,27.5] 3 cstar_tref ~ sal + nitrate + phosphate 506 1.1061490 1.548061e+03 150.450746 2.8421400 2000-2009 –> 2010-2019 2.2231498 1.1170008 3867.735525 752.239375 1 14
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 506 1.2118178 1.642393e+03 126.012063 3.1811504 2000-2009 –> 2010-2019 2.2371025 1.0252847 3834.695191 532.081173 5 8
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 506 1.2449339 1.669677e+03 118.092315 3.2085513 2000-2009 –> 2010-2019 2.2539091 1.0089752 3837.766496 317.561232 12 14
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 506 1.2084229 1.639554e+03 85.798886 3.1813297 2000-2009 –> 2010-2019 2.2586677 1.0502448 3868.176022 386.942547 2 9
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 506 1.2546229 1.677523e+03 134.150708 3.1958384 2000-2009 –> 2010-2019 2.2811327 1.0265097 3871.628383 332.949036 16 20
Indian (27.25,27.5] 3 cstar_tref ~ sal + temp + oxygen 506 1.2497560 1.671590e+03 16.605033 3.1441069 2000-2009 –> 2010-2019 2.2816142 1.0318581 3871.542107 45.112198 15 20
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate 506 1.2473652 1.671652e+03 104.205649 3.2362806 2000-2009 –> 2010-2019 2.2886359 1.0412706 3887.315880 507.377011 13 19
Indian (27.25,27.5] 3 cstar_tref ~ sal + temp + aou 506 1.2578352 1.678111e+03 16.469578 3.2148940 2000-2009 –> 2010-2019 2.3095736 1.0517384 3906.878862 44.982087 17 25
Indian (27.25,27.5] 3 cstar_tref ~ temp + oxygen + nitrate 506 1.2118922 1.640455e+03 60.865951 3.1611510 2000-2009 –> 2010-2019 2.3125787 1.1006865 3937.912570 432.502759 6 17
Indian (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 976 0.7707846 2.275572e+03 923.695728 3.4452103 1982-1999 –> 2000-2009 1.7565559 0.9857713 7048.382603 1513.639552 1 2
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 976 0.7845833 2.308208e+03 431.003191 3.2310214 1982-1999 –> 2000-2009 1.7787574 0.9941741 7107.775792 730.910000 3 6
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 976 0.7813813 2.302225e+03 890.873127 3.4526116 1982-1999 –> 2000-2009 1.7933171 1.0119358 7163.788035 1464.724101 2 8
Indian (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 976 0.8148368 2.382062e+03 363.333785 3.4681367 1982-1999 –> 2000-2009 1.8051437 0.9903069 7168.425299 627.581585 6 8
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 976 0.7846865 2.310465e+03 877.438598 3.4745232 1982-1999 –> 2000-2009 1.8056790 1.0209925 7202.214725 1435.938499 4 13
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 976 0.8187614 2.391441e+03 116.383738 3.4998446 1982-1999 –> 2000-2009 1.8326385 1.0138771 7257.497157 188.518277 7 14
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 976 0.8376529 2.435968e+03 275.376722 3.6069452 1982-1999 –> 2000-2009 1.8340655 0.9964126 7243.156161 474.013141 13 17
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 976 0.7964404 2.337487e+03 843.372063 3.4894021 1982-1999 –> 2000-2009 1.8362555 1.0398151 7289.128190 1277.307986 5 21
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 976 0.8205733 2.395756e+03 162.666847 3.5176059 1982-1999 –> 2000-2009 1.8426163 1.0220430 7288.990375 271.151371 8 19
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 976 0.8284037 2.414295e+03 19.736389 3.6287763 1982-1999 –> 2000-2009 1.8541868 1.0257831 7319.904548 36.851808 9 22
Indian (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 603 0.9005935 1.598970e+03 506.925102 2.7580242 2000-2009 –> 2010-2019 1.6713781 0.7707846 3874.542209 1430.620830 1 2
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 603 0.9010821 1.597624e+03 339.846663 2.6845407 2000-2009 –> 2010-2019 1.6856655 0.7845833 3905.832281 770.849854 2 5
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 603 0.9122875 1.614529e+03 491.680895 2.7125424 2000-2009 –> 2010-2019 1.6936688 0.7813813 3916.754194 1382.554021 10 12
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 603 0.9181010 1.622190e+03 482.358617 2.7850321 2000-2009 –> 2010-2019 1.7027875 0.7846865 3932.654343 1428.432825 18 22
Indian (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 603 0.9043197 1.601950e+03 285.081767 2.9645513 2000-2009 –> 2010-2019 1.7191565 0.8148368 3984.011584 648.415552 5 11
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 603 0.9257809 1.630236e+03 323.085707 2.9634057 2000-2009 –> 2010-2019 1.7222213 0.7964404 3967.722961 1166.457769 31 36
Indian (27.5,27.75] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 603 0.9034006 1.600723e+03 506.868646 2.6501084 2000-2009 –> 2010-2019 1.7319386 0.8285380 4015.334686 1386.165774 3 13
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 603 0.9141242 1.614954e+03 71.375609 2.8616103 2000-2009 –> 2010-2019 1.7328856 0.8187614 4006.395595 187.759347 13 20
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 603 0.9190782 1.621473e+03 114.805629 2.7921090 2000-2009 –> 2010-2019 1.7396515 0.8205733 4017.228654 277.472476 23 31
Indian (27.5,27.75] 3 cstar_tref ~ aou + nitrate + phosphate_star 603 0.9034643 1.598808e+03 310.993092 2.6582476 2000-2009 –> 2010-2019 1.7425745 0.8391101 4036.169614 613.328405 4 19
Indian (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 479 0.3724011 4.250461e+02 879.620601 0.9756900 1982-1999 –> 2000-2009 0.9452667 0.5728657 1879.757072 1121.603511 1 3
Indian (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + nitrate 479 0.3918221 4.737476e+02 540.148535 1.1138997 1982-1999 –> 2000-2009 0.9621557 0.5703336 1921.042905 831.083434 3 4
Indian (27.75,27.85] 3 cstar_tref ~ oxygen + aou + nitrate 479 0.3983280 4.875238e+02 510.032315 1.1960106 1982-1999 –> 2000-2009 0.9712764 0.5729484 1940.476538 743.122010 6 9
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 479 0.3950752 4.816684e+02 259.595469 1.1250234 1982-1999 –> 2000-2009 0.9770713 0.5819962 1962.849625 442.238583 4 8
Indian (27.75,27.85] 3 cstar_tref ~ temp + aou + nitrate 479 0.4001456 4.918852e+02 59.004721 1.2023370 1982-1999 –> 2000-2009 0.9827447 0.5825991 1972.799774 145.221984 7 12
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + nitrate 479 0.3975472 4.876441e+02 334.289344 1.1317429 1982-1999 –> 2000-2009 0.9871988 0.5896515 1990.701034 585.990343 5 12
Indian (27.75,27.85] 3 cstar_tref ~ temp + oxygen + nitrate 479 0.4022501 4.969105e+02 73.311436 1.2057513 1982-1999 –> 2000-2009 0.9924268 0.5901767 1999.457745 185.930207 8 16
Indian (27.75,27.85] 3 cstar_tref ~ aou + nitrate + phosphate_star 479 0.3779066 4.371055e+02 702.534079 1.0191310 1982-1999 –> 2000-2009 1.0060730 0.6281664 2044.081968 930.579523 2 16
Indian (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + phosphate 479 0.4230842 5.472868e+02 617.967737 1.3219315 1982-1999 –> 2000-2009 1.0067002 0.5836160 2033.120650 905.182676 10 16
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 479 0.4249610 5.515270e+02 209.738357 1.3195878 1982-1999 –> 2000-2009 1.0194711 0.5945101 2068.320655 367.835647 11 20
Indian (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 300 0.3848826 2.904730e+02 233.869316 1.1227582 2000-2009 –> 2010-2019 0.7572837 0.3724011 715.519115 1113.489917 3 4
Indian (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + nitrate 300 0.3811956 2.846975e+02 237.839565 1.0771952 2000-2009 –> 2010-2019 0.7730177 0.3918221 758.445071 777.988099 1 4
Indian (27.75,27.85] 3 cstar_tref ~ oxygen + aou + nitrate 300 0.3822548 2.843624e+02 237.838919 1.0598368 2000-2009 –> 2010-2019 0.7805829 0.3983280 771.886256 747.871234 2 8
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 300 0.3892429 2.972321e+02 161.230539 1.0999012 2000-2009 –> 2010-2019 0.7843181 0.3950752 778.900541 420.826008 5 9
Indian (27.75,27.85] 3 cstar_tref ~ temp + aou + nitrate 300 0.3930811 3.011195e+02 84.845326 1.0653715 2000-2009 –> 2010-2019 0.7932267 0.4001456 793.004763 143.850047 6 13
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + nitrate 300 0.3957061 3.071131e+02 228.598709 1.1173423 2000-2009 –> 2010-2019 0.7932533 0.3975472 794.757153 562.888053 7 12
Indian (27.75,27.85] 3 cstar_tref ~ temp + oxygen + nitrate 300 0.4006518 3.125656e+02 112.132599 1.0732312 2000-2009 –> 2010-2019 0.8029019 0.4022501 809.476118 185.444035 9 17
Indian (27.75,27.85] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 300 0.3884644 2.960309e+02 240.944815 1.0281642 2000-2009 –> 2010-2019 0.8115487 0.4230842 843.317761 691.042534 4 14
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 300 0.4028728 3.178824e+02 10.629750 1.0616147 2000-2009 –> 2010-2019 0.8208247 0.4179519 853.477015 25.271684 12 21
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 300 0.3964567 3.082501e+02 134.732651 1.0530761 2000-2009 –> 2010-2019 0.8214177 0.4249610 859.777103 344.471008 8 19
Indian (27.85,27.95] 4 cstar_tref ~ sal + oxygen + aou + nitrate 561 0.2152210 -1.194438e+02 807.267581 0.8271959 1982-1999 –> 2000-2009 0.5434073 0.3281863 467.342502 1132.194826 1 2
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 561 0.2164245 -1.131873e+02 566.546746 0.8231085 1982-1999 –> 2000-2009 0.5463345 0.3299100 483.478821 858.182981 2 4
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + oxygen + nitrate 561 0.2170255 -1.100757e+02 641.318076 0.8210882 1982-1999 –> 2000-2009 0.5480758 0.3310503 493.097489 991.862106 3 6
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 561 0.2319767 -3.532583e+01 70.192762 0.8887041 1982-1999 –> 2000-2009 0.5674015 0.3354248 592.606276 106.584353 4 8
Indian (27.85,27.95] 4 cstar_tref ~ sal + oxygen + aou + phosphate 561 0.2441487 2.205415e+01 543.710151 0.9267874 1982-1999 –> 2000-2009 0.5810018 0.3368530 657.999564 830.926543 8 13
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 561 0.2440073 2.140391e+01 491.942250 0.9220850 1982-1999 –> 2000-2009 0.5811072 0.3370999 658.730780 779.906979 7 13
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 561 0.2439656 2.121201e+01 85.547205 0.9201785 1982-1999 –> 2000-2009 0.5813046 0.3373391 659.876627 128.046420 6 13
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 561 0.2439447 2.111608e+01 47.241513 0.9189777 1982-1999 –> 2000-2009 0.5813149 0.3373702 659.954854 71.345641 5 13
Indian (27.85,27.95] 3 cstar_tref ~ temp + oxygen + nitrate 561 0.2496938 4.525167e+01 66.974077 0.8391792 1982-1999 –> 2000-2009 0.6114828 0.3617890 813.884726 157.254544 9 19
Indian (27.85,27.95] 3 cstar_tref ~ temp + aou + nitrate 561 0.2513224 5.254600e+01 61.414662 0.8450330 1982-1999 –> 2000-2009 0.6156420 0.3643196 834.325027 139.966638 10 21
Indian (27.85,27.95] 4 cstar_tref ~ sal + oxygen + aou + nitrate 354 0.2605815 6.446197e+01 261.617276 0.8311407 2000-2009 –> 2010-2019 0.4758025 0.2152210 -54.981835 1068.884857 7 8
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 354 0.2612021 6.614621e+01 291.289607 0.8285170 2000-2009 –> 2010-2019 0.4776266 0.2164245 -47.041102 857.836352 8 10
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + oxygen + nitrate 354 0.2619004 6.803642e+01 371.541222 0.8276066 2000-2009 –> 2010-2019 0.4789259 0.2170255 -42.039306 1012.859298 9 12
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 354 0.2579813 5.736170e+01 23.411220 0.8932554 2000-2009 –> 2010-2019 0.4899579 0.2319767 22.035868 93.603982 1 5
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 354 0.2580309 5.749797e+01 16.140415 0.8965395 2000-2009 –> 2010-2019 0.5019756 0.2439447 78.614053 63.381928 3 8
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 354 0.2580304 5.749642e+01 20.572277 0.8963988 2000-2009 –> 2010-2019 0.5019959 0.2439656 78.708429 74.717914 2 8
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 354 0.2580463 5.754009e+01 245.751392 0.8907784 2000-2009 –> 2010-2019 0.5020536 0.2440073 78.944007 737.693641 4 11
Indian (27.85,27.95] 4 cstar_tref ~ sal + oxygen + aou + phosphate 354 0.2581673 5.787204e+01 246.338910 0.8842868 2000-2009 –> 2010-2019 0.5023160 0.2441487 79.926194 790.049061 5 13
Indian (27.85,27.95] 3 cstar_tref ~ temp + oxygen + nitrate 354 0.2649801 7.431335e+01 119.924448 0.8486966 2000-2009 –> 2010-2019 0.5146739 0.2496938 119.565023 186.898524 10 19
Indian (27.85,27.95] 3 cstar_tref ~ temp + aou + nitrate 354 0.2663286 7.790721e+01 102.625814 0.8543875 2000-2009 –> 2010-2019 0.5176510 0.2513224 130.453206 164.040476 11 21
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 785 0.2693517 1.803058e+02 746.227915 1.1685350 1982-1999 –> 2000-2009 0.5676251 0.2982734 820.723864 1115.153548 1 2
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 785 0.2699548 1.838170e+02 746.008855 1.1684772 1982-1999 –> 2000-2009 0.5683184 0.2983636 825.143875 1126.555321 2 4
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 785 0.2983539 3.408581e+02 812.502128 1.0319322 1982-1999 –> 2000-2009 0.6029336 0.3045796 1044.125898 1202.497820 5 9
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 785 0.2991195 3.448813e+02 97.491672 1.0317990 1982-1999 –> 2000-2009 0.6037018 0.3045823 1048.175524 137.485405 6 12
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + phosphate 785 0.2991772 3.451842e+02 810.828829 1.0316759 1982-1999 –> 2000-2009 0.6037591 0.3045819 1048.474487 1213.316855 7 12
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 785 0.3022310 3.611288e+02 199.111215 1.0154463 1982-1999 –> 2000-2009 0.6061243 0.3038932 1057.619286 282.794996 8 11
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + phosphate_star 785 0.3054267 3.756422e+02 1.682441 0.9997037 1982-1999 –> 2000-2009 0.6113429 0.3059162 1090.063046 3.051212 9 16
Indian (27.95,28.05] 3 cstar_tref ~ temp + oxygen + nitrate 785 0.2751086 2.115085e+02 226.807126 1.2438400 1982-1999 –> 2000-2009 0.6861781 0.4110694 1813.464369 485.832296 3 13
Indian (27.95,28.05] 3 cstar_tref ~ temp + aou + nitrate 785 0.2763866 2.187844e+02 238.026702 1.2569125 1982-1999 –> 2000-2009 0.6952587 0.4188721 1877.226065 497.780895 4 15
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + nitrate 785 0.3935517 7.736412e+02 1.443789 1.2450345 1982-1999 –> 2000-2009 0.7604288 0.3668771 2033.936923 2.769095 13 21
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 473 0.2492038 3.986391e+01 338.208264 0.8153522 2000-2009 –> 2010-2019 0.5185555 0.2693517 220.169674 1084.436179 7 8
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 473 0.2491947 3.982940e+01 385.490251 0.8141883 2000-2009 –> 2010-2019 0.5191495 0.2699548 223.646448 1131.499106 6 8
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 473 0.2440940 2.026486e+01 339.575798 0.7856158 2000-2009 –> 2010-2019 0.5424479 0.2983539 361.122990 1152.077926 3 8
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 473 0.2438530 1.933028e+01 26.343373 0.7839908 2000-2009 –> 2010-2019 0.5429724 0.2991195 364.211615 123.835045 1 7
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + phosphate 473 0.2440136 1.995335e+01 388.185642 0.7841078 2000-2009 –> 2010-2019 0.5431908 0.2991772 365.137540 1199.014471 2 9
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 473 0.2475698 3.364070e+01 44.955260 0.7797396 2000-2009 –> 2010-2019 0.5498009 0.3022310 394.769505 244.066475 5 13
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + phosphate_star 473 0.2825502 1.566673e+02 2.012097 0.8830703 2000-2009 –> 2010-2019 0.5879769 0.3054267 532.309457 3.694538 12 21
Indian (27.95,28.05] 3 cstar_tref ~ temp + oxygen + nitrate 473 0.3301705 3.040095e+02 373.984416 0.7781878 2000-2009 –> 2010-2019 0.6052791 0.2751086 515.518007 600.791541 18 21
Indian (27.95,28.05] 3 cstar_tref ~ temp + aou + nitrate 473 0.3311884 3.069216e+02 332.058273 0.7971344 2000-2009 –> 2010-2019 0.6075749 0.2763866 525.706010 570.084975 19 23
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + nitrate 473 0.2492109 3.789081e+01 1.832186 0.8175762 2000-2009 –> 2010-2019 0.6427626 0.3935517 811.532005 3.275975 8 21
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 494 0.1921761 -2.156400e+02 78.168841 0.7160856 1982-1999 –> 2000-2009 0.4404542 0.2482781 -146.513107 110.546140 4 5
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 494 0.1888093 -2.331023e+02 417.989025 0.6585528 1982-1999 –> 2000-2009 0.4421409 0.2533316 -119.243391 573.584436 1 3
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 494 0.1890661 -2.317592e+02 52.320865 0.6612764 1982-1999 –> 2000-2009 0.4424422 0.2533760 -117.510493 72.280181 2 5
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 494 0.1891139 -2.315099e+02 52.367329 0.6617943 1982-1999 –> 2000-2009 0.4424969 0.2533831 -117.199764 72.337056 3 7
Indian (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate 494 0.2384207 -4.602428e+00 160.782513 0.8011434 1982-1999 –> 2000-2009 0.5265789 0.2881582 393.215653 218.657687 5 11
Indian (28.05,28.1] 3 cstar_tref ~ sal + temp + phosphate_star 494 0.2603042 8.215795e+01 5.375072 0.9701082 1982-1999 –> 2000-2009 0.5395442 0.2792399 410.183116 8.005516 8 13
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 494 0.2426564 1.479594e+01 629.583836 0.8806893 1982-1999 –> 2000-2009 0.5624499 0.3197935 645.862137 880.129683 6 16
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + nitrate 494 0.2430597 1.643666e+01 632.050666 0.8827799 1982-1999 –> 2000-2009 0.5630055 0.3199458 648.560012 882.982042 7 18
Indian (28.05,28.1] 3 cstar_tref ~ sal + oxygen + phosphate_star 494 0.2813853 1.590972e+02 10.519744 0.9733152 1982-1999 –> 2000-2009 0.5938992 0.3125139 737.044763 14.809382 13 20
Indian (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate_star 494 0.2820139 1.613021e+02 11.885710 0.9647248 1982-1999 –> 2000-2009 0.5971225 0.3151086 757.605136 16.767173 14 22
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 373 0.1797944 -2.095640e+02 93.007153 0.6547887 2000-2009 –> 2010-2019 0.3686037 0.1888093 -442.666279 510.996177 5 6
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 373 0.1797692 -2.096687e+02 29.813174 0.6548366 2000-2009 –> 2010-2019 0.3688353 0.1890661 -441.427846 82.134039 4 6
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate 373 0.1797664 -2.096802e+02 105.482095 0.6548844 2000-2009 –> 2010-2019 0.3688803 0.1891139 -441.190104 524.930251 3 6
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 373 0.1783276 -2.156752e+02 31.879291 0.6675303 2000-2009 –> 2010-2019 0.3705036 0.1921761 -431.315160 110.048132 1 5
Indian (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate 373 0.1798187 -2.114633e+02 11.808901 0.6477094 2000-2009 –> 2010-2019 0.4182394 0.2384207 -216.065694 172.591414 8 13
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 373 0.1956187 -1.466363e+02 97.334907 0.6480295 2000-2009 –> 2010-2019 0.4382752 0.2426564 -131.840350 726.918744 21 27
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + nitrate 373 0.1956108 -1.466664e+02 110.285057 0.6480111 2000-2009 –> 2010-2019 0.4386706 0.2430597 -130.229751 742.335724 20 27
Indian (28.05,28.1] 3 cstar_tref ~ sal + temp + phosphate_star 373 0.1830627 -1.981249e+02 6.261963 0.5356588 2000-2009 –> 2010-2019 0.4433670 0.2603042 -115.966983 11.637035 14 22
Indian (28.05,28.1] 3 cstar_tref ~ temp + oxygen + phosphate_star 373 0.1798085 -2.115055e+02 5.393098 0.6473844 2000-2009 –> 2010-2019 0.4544714 0.2746629 -76.298408 56.940170 6 15
Indian (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate_star 373 0.1798128 -2.114879e+02 4.524641 0.6471890 2000-2009 –> 2010-2019 0.4549431 0.2751303 -74.600888 56.078100 7 17
Indian (28.1,28.2] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1409 0.1964016 -5.739906e+02 604.579272 0.7728501 1982-1999 –> 2000-2009 0.4106596 0.2142580 -1319.241206 1089.886533 2 3
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1409 0.1963470 -5.747745e+02 121.314375 0.7721664 1982-1999 –> 2000-2009 0.4108024 0.2144554 -1314.276285 229.334576 1 5
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1409 0.1964050 -5.739417e+02 110.874111 0.7724726 1982-1999 –> 2000-2009 0.4108563 0.2144513 -1313.563348 197.745982 3 6
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1409 0.1968891 -5.670039e+02 150.849259 0.7750120 1982-1999 –> 2000-2009 0.4117692 0.2148800 -1294.159492 237.825543 5 14
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1409 0.2013036 -5.065190e+02 13.506497 0.7648097 1982-1999 –> 2000-2009 0.4157784 0.2144748 -1247.456483 19.760927 13 20
Indian (28.1,28.2] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 1409 0.2033680 -4.777673e+02 573.841719 0.6695926 1982-1999 –> 2000-2009 0.4176565 0.2142885 -1224.130136 1034.897136 16 18
Indian (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1409 0.2033710 -4.777250e+02 110.751094 0.6690885 1982-1999 –> 2000-2009 0.4178390 0.2144680 -1218.861223 186.583643 17 22
Indian (28.1,28.2] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1409 0.2033762 -4.776543e+02 111.246038 0.6682885 1982-1999 –> 2000-2009 0.4178494 0.2144733 -1218.637211 197.292206 18 24
Indian (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1409 0.2033466 -4.780637e+02 120.506361 0.6752917 1982-1999 –> 2000-2009 0.4182295 0.2148829 -1207.136828 196.268759 15 25
Indian (28.1,28.2] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1409 0.1970367 -5.668924e+02 150.060256 0.7811025 1982-1999 –> 2000-2009 0.4200471 0.2230104 -1064.230438 221.197992 6 17
Indian (28.1,28.2] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 1061 0.1932615 -4.629670e+02 457.629039 0.6262316 2000-2009 –> 2010-2019 0.3896631 0.1964016 -1036.957613 1062.208311 1 3
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1061 0.1933512 -4.619824e+02 69.784366 0.6270042 2000-2009 –> 2010-2019 0.3896982 0.1963470 -1036.756976 191.098741 3 4
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1061 0.1933472 -4.620263e+02 84.508571 0.6269831 2000-2009 –> 2010-2019 0.3897522 0.1964050 -1035.967939 195.382682 2 5
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1061 0.1935519 -4.597808e+02 61.778160 0.6282701 2000-2009 –> 2010-2019 0.3904411 0.1968891 -1026.784670 212.627420 5 10
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1061 0.1934057 -4.633850e+02 17.446867 0.6269198 2000-2009 –> 2010-2019 0.3947093 0.2013036 -969.903998 30.953364 4 17
Indian (28.1,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1061 0.1985188 -4.080134e+02 51.092015 0.6549179 2000-2009 –> 2010-2019 0.3955555 0.1970367 -974.905833 151.423696 11 17
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1061 0.1997180 -3.952338e+02 83.627429 0.6635561 2000-2009 –> 2010-2019 0.3961247 0.1964067 -971.151610 193.888294 12 16
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1061 0.2005387 -3.865319e+02 19.954684 0.6457721 2000-2009 –> 2010-2019 0.3985110 0.1979723 -940.075203 30.221255 15 22
Indian (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 1061 0.2005013 -3.869273e+02 422.565485 0.6453718 2000-2009 –> 2010-2019 0.3985713 0.1980699 -939.081337 973.085281 14 22
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1061 0.2005816 -3.860779e+02 19.935354 0.6460804 2000-2009 –> 2010-2019 0.3986629 0.1980813 -938.070179 30.200757 16 25
Indian (28.2,28.3] 4 cstar_tref ~ sal + temp + aou + phosphate_star 103 0.0202746 -4.987667e+02 13.025199 0.0576867 1982-1999 –> 2000-2009 0.0248374 0.0045628 -725.019316 96.065618 5 6
Indian (28.2,28.3] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 103 0.0202734 -4.987790e+02 14.487775 0.0576746 1982-1999 –> 2000-2009 0.0248459 0.0045725 -724.903807 97.801116 2 4
Indian (28.2,28.3] 4 cstar_tref ~ sal + oxygen + aou + phosphate 103 0.0202739 -4.987732e+02 15.073714 0.0576810 1982-1999 –> 2000-2009 0.0248467 0.0045728 -724.894479 100.081357 3 6
Indian (28.2,28.3] 4 cstar_tref ~ sal + temp + aou + phosphate 103 0.0202526 -4.989904e+02 12.855846 0.0574781 1982-1999 –> 2000-2009 0.0248546 0.0046021 -724.729173 94.800677 1 6
Indian (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 103 0.0202747 -4.987650e+02 14.891393 0.0579677 1982-1999 –> 2000-2009 0.0250402 0.0047654 -722.410538 100.455326 6 12
Indian (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 103 0.0202745 -4.987675e+02 37.400697 0.0578341 1982-1999 –> 2000-2009 0.0250495 0.0047751 -722.292169 590.014783 4 11
Indian (28.2,28.3] 3 cstar_tref ~ sal + oxygen + phosphate_star 103 0.0207244 -4.962459e+02 12.121535 0.0595810 1982-1999 –> 2000-2009 0.0253069 0.0045824 -724.240862 60.588900 11 15
Indian (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate_star 103 0.0207326 -4.961644e+02 14.829060 0.0599167 1982-1999 –> 2000-2009 0.0255269 0.0047943 -721.447593 67.345748 12 20
Indian (28.2,28.3] 4 cstar_tref ~ sal + temp + oxygen + nitrate 103 0.0205068 -4.964209e+02 11.190290 0.0628352 1982-1999 –> 2000-2009 0.0258595 0.0053527 -713.093500 86.575216 8 17
Indian (28.2,28.3] 4 cstar_tref ~ sal + oxygen + aou + nitrate 103 0.0205075 -4.964138e+02 14.532625 0.0628424 1982-1999 –> 2000-2009 0.0258614 0.0053539 -713.072842 95.446401 9 19
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 119 1.5123324 4.481568e+02 142.977108 5.2343064 1982-1999 –> 2000-2009 2.3014555 0.7891231 521.626296 210.230364 6 7
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 119 1.5153625 4.486332e+02 153.299699 5.2509190 1982-1999 –> 2000-2009 2.3073923 0.7920298 522.293863 228.517994 7 9
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 119 1.4653531 4.406463e+02 169.349710 4.8991800 1982-1999 –> 2000-2009 2.3361039 0.8707508 519.234313 241.334503 2 5
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 119 1.4684694 4.411519e+02 40.496677 4.9136602 1982-1999 –> 2000-2009 2.3471020 0.8786326 520.208485 59.338843 3 7
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate 119 1.4693031 4.412870e+02 181.523803 4.9174307 1982-1999 –> 2000-2009 2.3502480 0.8809449 520.480244 261.775137 4 9
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 119 1.4631065 4.402811e+02 47.877584 4.8343313 1982-1999 –> 2000-2009 2.3809017 0.9177952 521.605293 69.160213 1 10
N_Atlantic (26,26.5] 3 cstar_tref ~ temp + aou + phosphate 119 1.5306753 4.490261e+02 51.327162 5.1312667 1982-1999 –> 2000-2009 2.4459411 0.9152658 528.206793 112.272726 8 16
N_Atlantic (26,26.5] 3 cstar_tref ~ temp + aou + phosphate_star 119 1.5466175 4.514921e+02 5.907992 5.1735214 1982-1999 –> 2000-2009 2.4521532 0.9055356 530.117019 14.187465 10 17
N_Atlantic (26,26.5] 3 cstar_tref ~ temp + oxygen + phosphate_star 119 1.5512955 4.522109e+02 5.977831 5.1868881 1982-1999 –> 2000-2009 2.4550991 0.9038035 530.736241 15.257320 11 17
N_Atlantic (26,26.5] 3 cstar_tref ~ aou + phosphate + phosphate_star 119 1.5047898 4.449668e+02 333.834204 5.0452760 1982-1999 –> 2000-2009 2.4564884 0.9516986 526.177282 781.021931 5 16
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 34 1.5202813 1.369727e+02 127.518782 6.5799795 2000-2009 –> 2010-2019 2.9833877 1.4631065 577.253805 175.396366 7 8
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 34 1.5244818 1.371603e+02 368.149063 6.6627487 2000-2009 –> 2010-2019 2.9898349 1.4653531 577.806608 537.498774 10 12
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 34 1.5248603 1.371772e+02 93.044025 6.6428821 2000-2009 –> 2010-2019 2.9933297 1.4684694 578.329090 133.540703 13 16
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 34 1.5245389 1.371629e+02 103.402800 6.6401654 2000-2009 –> 2010-2019 2.9938421 1.4693031 578.449850 149.288753 11 15
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 34 1.5136265 1.366744e+02 279.733597 6.7328922 2000-2009 –> 2010-2019 3.0259589 1.5123324 584.831200 422.710706 4 9
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 34 1.5151866 1.367444e+02 274.456205 6.7261404 2000-2009 –> 2010-2019 3.0305491 1.5153625 585.377628 427.755904 5 11
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + aou + nitrate 34 1.5237256 1.351266e+02 42.122751 6.8271975 2000-2009 –> 2010-2019 3.0760612 1.5523357 587.497002 69.156408 9 21
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + aou + phosphate 34 1.5533194 1.364346e+02 53.646769 7.0215545 2000-2009 –> 2010-2019 3.0946026 1.5412832 587.104438 81.266788 23 31
N_Atlantic (26,26.5] 3 cstar_tref ~ oxygen + aou + nitrate 34 1.5492638 1.362568e+02 496.296596 6.7291992 2000-2009 –> 2010-2019 3.1009399 1.5516762 588.526128 672.247523 21 32
N_Atlantic (26,26.5] 3 cstar_tref ~ temp + aou + nitrate 34 1.5572350 1.366058e+02 114.034392 6.6931821 2000-2009 –> 2010-2019 3.1271677 1.5699327 591.658995 154.270315 24 38
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 252 1.8801114 1.045336e+03 39.265766 6.5332006 1982-1999 –> 2000-2009 3.5257497 1.6456384 1766.650604 67.786469 1 2
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 252 1.8853716 1.046744e+03 43.120471 6.6103510 1982-1999 –> 2000-2009 3.5348406 1.6494691 1768.919014 75.898715 2 4
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 252 1.9395767 1.061030e+03 44.600604 5.7289041 1982-1999 –> 2000-2009 3.7371197 1.7975431 1815.012707 73.036563 3 6
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 252 1.9453918 1.062539e+03 34.566867 5.7793895 1982-1999 –> 2000-2009 3.7489257 1.8035339 1817.752587 67.669314 4 8
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 252 1.9463970 1.062799e+03 35.958003 5.7922742 1982-1999 –> 2000-2009 3.7508188 1.8044218 1818.195071 70.070194 5 10
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 252 1.9649017 1.067568e+03 36.368327 5.7677926 1982-1999 –> 2000-2009 3.7933513 1.8284497 1827.858465 70.757388 6 12
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + phosphate + phosphate_star 252 1.9726215 1.067544e+03 8.321256 6.1407184 1982-1999 –> 2000-2009 3.8571565 1.8845350 1837.013434 13.074388 7 14
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + aou + phosphate_star 252 1.9734364 1.067752e+03 4.594481 6.1423046 1982-1999 –> 2000-2009 3.8598554 1.8864190 1837.591294 7.676053 8 16
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + nitrate + phosphate_star 252 1.9809608 1.069670e+03 8.910218 5.9470702 1982-1999 –> 2000-2009 3.8736171 1.8926563 1840.730681 13.914935 9 18
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + aou + phosphate 252 1.9811961 1.069730e+03 42.151328 6.1484901 1982-1999 –> 2000-2009 3.8850296 1.9038335 1842.969161 61.540654 10 21
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 60 2.2693545 2.806121e+02 43.648566 4.7347841 2000-2009 –> 2010-2019 4.1494658 1.8801114 1325.947925 82.914332 1 2
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 60 2.2963121 2.820291e+02 44.832173 4.9574226 2000-2009 –> 2010-2019 4.1816836 1.8853716 1328.773128 87.952643 2 4
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 60 2.4862568 2.915660e+02 51.548203 5.1866150 2000-2009 –> 2010-2019 4.4258335 1.9395767 1352.595783 96.148807 3 6
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 60 2.5100901 2.927109e+02 40.752087 5.3844004 2000-2009 –> 2010-2019 4.4554819 1.9453918 1355.249427 75.318953 4 8
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 60 2.5133939 2.928687e+02 42.017550 5.4154167 2000-2009 –> 2010-2019 4.4597910 1.9463970 1355.667641 77.975554 5 10
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 60 2.5537296 2.947792e+02 42.617415 5.5231447 2000-2009 –> 2010-2019 4.5186313 1.9649017 1362.347102 78.985742 6 12
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + phosphate + phosphate_star 60 2.9847613 3.114950e+02 8.047236 8.1245128 2000-2009 –> 2010-2019 4.9573828 1.9726215 1379.039158 16.368492 8 15
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + aou + phosphate_star 60 2.9899591 3.117038e+02 4.544995 8.1296363 2000-2009 –> 2010-2019 4.9633955 1.9734364 1379.456112 9.139477 9 17
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + nitrate + phosphate_star 60 2.9834075 3.114406e+02 8.836578 8.0746650 2000-2009 –> 2010-2019 4.9643683 1.9809608 1381.110894 17.746797 7 16
N_Atlantic (26.5,26.75] 3 cstar_tref ~ temp + aou + phosphate 60 3.0291467 3.132663e+02 44.882482 8.1251363 2000-2009 –> 2010-2019 5.0103427 1.9811961 1382.996533 87.033811 10 20
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 754 2.1001381 3.270700e+03 32.570258 10.5871609 1982-1999 –> 2000-2009 4.6291080 2.5289699 6464.893816 49.691842 1 2
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 754 2.1166282 3.282494e+03 32.702249 10.7673405 1982-1999 –> 2000-2009 4.6490638 2.5324356 6478.545234 49.453021 2 4
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + nitrate 754 2.1551275 3.309677e+03 555.880496 11.0617728 1982-1999 –> 2000-2009 4.7030237 2.5478962 6513.980994 947.667141 6 9
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + phosphate 754 2.1524057 3.307771e+03 47.200324 10.8694349 1982-1999 –> 2000-2009 4.7187581 2.5663524 6521.862309 68.558206 4 8
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 754 2.1523835 3.307756e+03 11.494526 10.8721965 1982-1999 –> 2000-2009 4.7188444 2.5664609 6521.904086 22.610826 3 8
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 754 2.1534036 3.308470e+03 47.468935 11.0804433 1982-1999 –> 2000-2009 4.7240221 2.5706185 6524.813541 68.378372 5 12
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 754 2.1565180 3.310650e+03 12.387061 10.8961091 1982-1999 –> 2000-2009 4.7266135 2.5700956 6526.717041 23.315205 7 13
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 754 2.1759973 3.324210e+03 669.235648 11.5615325 1982-1999 –> 2000-2009 4.7648353 2.5888379 6550.130046 1097.312199 9 17
N_Atlantic (26.75,27] 3 cstar_tref ~ sal + temp + phosphate_star 754 2.1599063 3.311017e+03 11.493235 10.9383790 1982-1999 –> 2000-2009 4.7677071 2.6078009 6544.833585 22.132659 8 17
N_Atlantic (26.75,27] 3 cstar_tref ~ temp + oxygen + nitrate 754 2.2095077 3.345256e+03 32.341028 10.9129576 1982-1999 –> 2000-2009 5.0024483 2.7929406 6672.077530 48.962334 10 26
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 239 2.4927395 1.126849e+03 20.643795 7.6921876 2000-2009 –> 2010-2019 4.5928776 2.1001381 4397.549348 53.214053 3 4
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 239 2.4866335 1.125677e+03 18.636313 7.7324100 2000-2009 –> 2010-2019 4.6032617 2.1166282 4408.171497 51.338562 1 3
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + nitrate 239 2.4885044 1.126037e+03 414.116157 7.8404870 2000-2009 –> 2010-2019 4.6436318 2.1551275 4435.713473 969.996654 2 8
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 239 2.5145703 1.131017e+03 25.099220 8.4884546 2000-2009 –> 2010-2019 4.6679739 2.1534036 4439.487538 72.568155 4 9
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 239 2.5172549 1.131527e+03 11.839952 8.4376157 2000-2009 –> 2010-2019 4.6696384 2.1523835 4439.283047 23.334478 5 8
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + phosphate 239 2.5172659 1.131529e+03 27.799423 8.4369520 2000-2009 –> 2010-2019 4.6696716 2.1524057 4439.300693 74.999746 6 10
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 239 2.5175204 1.131578e+03 12.787128 8.4169845 2000-2009 –> 2010-2019 4.6740384 2.1565180 4442.227372 25.174188 7 14
N_Atlantic (26.75,27] 3 cstar_tref ~ sal + temp + phosphate_star 239 2.5175451 1.129582e+03 10.772696 8.4078026 2000-2009 –> 2010-2019 4.6774514 2.1599063 4440.599560 22.265930 8 16
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 239 2.5310916 1.134148e+03 493.889614 8.6335845 2000-2009 –> 2010-2019 4.7070889 2.1759973 4458.357498 1163.125262 9 18
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 239 2.8263668 1.186891e+03 999.807674 10.9697216 2000-2009 –> 2010-2019 5.0240114 2.1976446 4526.028478 1767.984767 11 21
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 964 2.0186946 4.104039e+03 883.278995 15.8707953 1982-1999 –> 2000-2009 3.9395559 1.9208614 9413.335629 1610.554077 1 2
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 964 2.0217327 4.106939e+03 694.865752 15.7668141 1982-1999 –> 2000-2009 3.9606083 1.9388756 9440.094022 1257.239779 3 6
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 964 2.0238900 4.108995e+03 681.270629 15.7191272 1982-1999 –> 2000-2009 3.9709401 1.9470500 9452.903912 1244.563540 6 11
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 964 2.0226038 4.107769e+03 369.227422 15.7185311 1982-1999 –> 2000-2009 3.9738441 1.9512403 9457.173075 723.412275 4 10
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 964 2.0805218 4.160202e+03 267.019656 17.0117388 1982-1999 –> 2000-2009 4.0096997 1.9291779 9478.541412 560.773458 19 21
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 964 2.0325425 4.115220e+03 5.155235 16.1541470 1982-1999 –> 2000-2009 4.0174669 1.9849244 9506.371262 12.124068 12 21
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 964 2.0303303 4.113120e+03 255.259689 16.1286232 1982-1999 –> 2000-2009 4.0225913 1.9922610 9513.701658 574.537747 10 20
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 964 2.0276633 4.110586e+03 494.595532 16.1462972 1982-1999 –> 2000-2009 4.0240172 1.9963539 9516.413037 1005.596963 9 23
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 964 2.0312982 4.114039e+03 254.621403 16.1438707 1982-1999 –> 2000-2009 4.0241663 1.9928681 9515.399328 560.068236 11 23
N_Atlantic (27,27.25] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 964 2.0216160 4.104827e+03 491.257665 16.1503028 1982-1999 –> 2000-2009 4.0280172 2.0064013 9523.486107 983.295803 2 19
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 413 2.9886655 2.090370e+03 905.083599 11.0088894 2000-2009 –> 2010-2019 5.0073601 2.0186946 6194.409427 1788.362594 1 2
N_Atlantic (27,27.25] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 413 2.9910423 2.089027e+03 709.219827 11.0898559 2000-2009 –> 2010-2019 5.0126583 2.0216160 6193.854175 1200.477492 3 5
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 413 2.9952027 2.092175e+03 746.589986 11.0554256 2000-2009 –> 2010-2019 5.0169354 2.0217327 6199.113610 1441.455738 5 8
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 413 2.9954315 2.090238e+03 695.535744 11.0786143 2000-2009 –> 2010-2019 5.0230947 2.0276633 6200.824040 1190.131276 6 15
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 413 3.0015235 2.093916e+03 382.382608 11.0836279 2000-2009 –> 2010-2019 5.0254136 2.0238900 6202.911135 772.788410 9 15
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 413 3.0034070 2.094434e+03 357.895065 11.0906226 2000-2009 –> 2010-2019 5.0260107 2.0226038 6202.203567 727.122486 11 15
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 413 3.0015313 2.091918e+03 343.413770 11.0794596 2000-2009 –> 2010-2019 5.0328295 2.0312982 6205.957549 598.035173 10 21
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 413 3.0035218 2.092466e+03 330.555346 11.0746033 2000-2009 –> 2010-2019 5.0338521 2.0303303 6205.586237 585.815035 12 22
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 413 3.0123718 2.094896e+03 7.612028 11.1012437 2000-2009 –> 2010-2019 5.0449143 2.0325425 6210.116085 12.767263 17 29
N_Atlantic (27,27.25] 3 cstar_tref ~ temp + nitrate + phosphate_star 413 3.0142422 2.093409e+03 5.415957 11.0345359 2000-2009 –> 2010-2019 5.0480788 2.0338366 6207.855955 9.661355 18 31
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1631 1.6250085 6.226321e+03 370.675526 13.5727199 1982-1999 –> 2000-2009 3.3348444 1.7098359 12806.339104 870.300019 1 2
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1631 1.6343131 6.244946e+03 574.650427 13.1470688 1982-1999 –> 2000-2009 3.3460679 1.7117547 12828.730084 1223.391689 4 7
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1631 1.6275782 6.231475e+03 584.647887 12.8969435 1982-1999 –> 2000-2009 3.3499719 1.7223936 12836.065847 1289.536141 2 12
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1631 1.6428956 6.262031e+03 580.000650 13.0159003 1982-1999 –> 2000-2009 3.3557247 1.7128291 12847.922346 1258.949759 8 12
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1631 1.6418873 6.258028e+03 9.609556 12.3321532 1982-1999 –> 2000-2009 3.3986622 1.7567748 12926.988651 32.374657 7 28
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1631 1.6408073 6.255882e+03 241.242754 11.8637358 1982-1999 –> 2000-2009 3.3992524 1.7584451 12928.033425 424.552617 6 29
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1631 1.6553350 6.284637e+03 11.314573 11.8091607 1982-1999 –> 2000-2009 3.4044802 1.7491452 12938.981345 33.348304 9 29
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 1631 1.6606078 6.295011e+03 8.915104 11.7972273 1982-1999 –> 2000-2009 3.4089520 1.7483442 12947.817259 25.874240 11 30
N_Atlantic (27.25,27.5] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 1631 1.6886341 6.349604e+03 421.404748 11.5013734 1982-1999 –> 2000-2009 3.4343413 1.7457072 12997.342421 1125.630727 14 31
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1631 1.6280523 6.230425e+03 77.346623 13.0810127 1982-1999 –> 2000-2009 3.4384670 1.8104147 13000.381902 123.463585 3 33
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 696 2.4956907 3.262238e+03 155.841310 19.8746609 2000-2009 –> 2010-2019 4.1206992 1.6250085 9488.558702 526.516836 1 2
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 696 2.4960078 3.260415e+03 155.834837 19.6485953 2000-2009 –> 2010-2019 4.2269244 1.7309165 9690.691755 434.031911 2 22
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 696 2.6010748 3.319810e+03 207.297151 24.5728575 2000-2009 –> 2010-2019 4.2353880 1.6343131 9564.755383 601.578962 5 9
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 696 2.6021418 3.320381e+03 398.069790 25.0660326 2000-2009 –> 2010-2019 4.2450374 1.6428956 9582.411581 978.070440 6 14
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 696 2.6555738 3.348674e+03 467.584965 26.9846899 2000-2009 –> 2010-2019 4.2831521 1.6275782 9580.149607 1052.232851 13 15
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 696 2.6638705 3.351016e+03 158.494958 27.2814239 2000-2009 –> 2010-2019 4.3008359 1.6369654 9599.251634 512.050306 17 22
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 696 2.6024118 3.318525e+03 88.679905 24.9419399 2000-2009 –> 2010-2019 4.3247233 1.7223115 9732.545247 240.452288 7 23
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 696 2.6024946 3.318569e+03 343.926031 25.1365595 2000-2009 –> 2010-2019 4.3261847 1.7236902 9735.199610 769.354230 8 25
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 696 2.6042318 3.319498e+03 386.427515 25.7984980 2000-2009 –> 2010-2019 4.3361206 1.7318889 9751.607263 807.350471 9 30
N_Atlantic (27.25,27.5] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 696 2.6564312 3.347124e+03 422.291746 26.6758008 2000-2009 –> 2010-2019 4.3450653 1.6886341 9696.727990 843.696494 14 28
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2065 2.8387604 1.018332e+04 98.330483 14.0785097 1982-1999 –> 2000-2009 4.8542554 2.0154950 20537.724599 1003.513781 1 3
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2065 2.8554111 1.020548e+04 20.472769 16.8752556 1982-1999 –> 2000-2009 4.8728313 2.0174202 20562.535592 59.676176 3 6
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2065 2.8801982 1.024317e+04 137.905208 15.6818891 1982-1999 –> 2000-2009 4.8951512 2.0149530 20596.263016 664.984404 5 6
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 2065 2.8898210 1.025495e+04 14.995879 17.7037274 1982-1999 –> 2000-2009 4.9088504 2.0190294 20615.897074 40.844821 7 12
N_Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2065 2.8517278 1.020015e+04 75.262110 15.5934777 1982-1999 –> 2000-2009 4.9170739 2.0653460 20671.731427 533.095269 2 24
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2065 2.9062257 1.028033e+04 516.890361 16.5631680 1982-1999 –> 2000-2009 4.9497978 2.0435720 20702.213511 1197.042210 9 20
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 2065 2.9134170 1.029054e+04 125.460038 15.7677179 1982-1999 –> 2000-2009 4.9537293 2.0403122 20704.633011 648.872141 13 20
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 2065 2.9372283 1.032215e+04 14.182449 20.0372079 1982-1999 –> 2000-2009 4.9555371 2.0183088 20681.358393 36.779937 20 24
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + phosphate 2065 2.9099432 1.028361e+04 110.266472 17.7141228 1982-1999 –> 2000-2009 4.9575348 2.0475916 20713.078138 207.985423 11 25
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 2065 2.9141539 1.028958e+04 105.459710 15.9867003 1982-1999 –> 2000-2009 4.9577650 2.0436110 20709.557900 452.699608 14 26
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 978 3.3133229 5.132637e+03 167.040161 13.4352843 2000-2009 –> 2010-2019 6.1520833 2.8387604 15315.960882 265.370644 1 2
N_Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 978 3.3215526 5.135489e+03 165.734479 13.2923361 2000-2009 –> 2010-2019 6.1732804 2.8517278 15335.636067 240.996589 2 4
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 978 3.3470805 5.150465e+03 20.457841 14.7838943 2000-2009 –> 2010-2019 6.2024917 2.8554111 15355.942377 40.930610 3 6
N_Atlantic (27.5,27.75] 3 cstar_tref ~ temp + aou + phosphate_star 978 3.3553758 5.153306e+03 11.040220 15.4530335 2000-2009 –> 2010-2019 6.2135208 2.8581450 15360.736421 21.456806 13 17
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 978 3.3611792 5.160687e+03 178.652713 13.8194815 2000-2009 –> 2010-2019 6.2413773 2.8801982 15403.860877 316.557921 15 20
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 978 3.3665308 5.161799e+03 16.878596 14.6545039 2000-2009 –> 2010-2019 6.2563518 2.8898210 15416.748191 31.874475 17 24
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 978 3.3510966 5.154810e+03 760.414454 14.0475339 2000-2009 –> 2010-2019 6.2573223 2.9062257 15435.138635 1571.000301 4 13
N_Atlantic (27.5,27.75] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 978 3.3513086 5.152934e+03 563.800761 14.1683258 2000-2009 –> 2010-2019 6.2577408 2.9064322 15431.555803 810.323800 7 17
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + phosphate 978 3.3512857 5.152921e+03 114.725030 14.2672563 2000-2009 –> 2010-2019 6.2612289 2.9099432 15436.528496 224.991502 6 17
N_Atlantic (27.5,27.75] 3 cstar_tref ~ oxygen + aou + phosphate 978 3.3514157 5.150997e+03 39.113041 14.3165529 2000-2009 –> 2010-2019 6.2629786 2.9115630 15434.902620 98.948923 8 20
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1618 2.8827119 8.031740e+03 253.463737 9.8463392 1982-1999 –> 2000-2009 4.7977950 1.9150831 15960.584591 423.406335 1 3
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 1618 2.8857288 8.033125e+03 170.360214 9.6622774 1982-1999 –> 2000-2009 4.8135219 1.9277931 15985.277993 319.108829 2 9
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1618 2.9026255 8.054017e+03 59.235139 9.5704640 1982-1999 –> 2000-2009 4.8148703 1.9122448 15977.187313 173.458788 7 8
N_Atlantic (27.75,27.85] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 1618 2.8957155 8.044305e+03 175.878454 9.5239210 1982-1999 –> 2000-2009 4.8189113 1.9231958 15987.322557 663.173111 3 7
N_Atlantic (27.75,27.85] 3 cstar_tref ~ oxygen + aou + phosphate_star 1618 2.8958167 8.042418e+03 101.712027 9.5455383 1982-1999 –> 2000-2009 4.8280700 1.9322533 16001.412330 234.647769 4 17
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1618 2.9131598 8.063740e+03 54.367221 9.1500911 1982-1999 –> 2000-2009 4.8283353 1.9151755 15990.769462 166.923847 16 19
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 1618 2.9026369 8.052030e+03 29.669742 9.5789353 1982-1999 –> 2000-2009 4.8292155 1.9265786 16001.771934 50.450084 8 13
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1618 2.9071027 8.059005e+03 53.395980 9.3398469 1982-1999 –> 2000-2009 4.8346517 1.9275490 16012.673354 215.517176 11 17
N_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1618 2.9051499 8.054830e+03 53.038130 9.4204015 1982-1999 –> 2000-2009 4.8348460 1.9296961 16010.758388 150.617300 9 18
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1618 2.8982704 8.047159e+03 179.209090 9.1855030 1982-1999 –> 2000-2009 4.8399056 1.9416351 16026.684940 396.049864 5 24
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1040 3.0273420 5.269377e+03 261.422111 10.7624107 2000-2009 –> 2010-2019 5.9100538 2.8827119 13301.117076 514.885848 1 2
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1040 3.0550348 5.288317e+03 84.582649 10.9786945 2000-2009 –> 2010-2019 5.9576603 2.9026255 13342.334774 143.817788 2 9
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1040 3.0886564 5.309083e+03 77.241001 11.1044838 2000-2009 –> 2010-2019 6.0018162 2.9131598 13372.823776 131.608221 3 19
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1040 3.1065975 5.323131e+03 77.770840 10.6289448 2000-2009 –> 2010-2019 6.0137002 2.9071027 13382.135544 131.166820 5 16
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1040 3.0916178 5.313077e+03 68.995779 11.2316388 2000-2009 –> 2010-2019 6.0371882 2.9455704 13414.620659 121.004594 4 36
N_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1040 3.1408994 5.343971e+03 71.475131 9.8135535 2000-2009 –> 2010-2019 6.0460493 2.9051499 13398.801742 124.513262 7 16
N_Atlantic (27.75,27.85] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1040 3.1547704 5.353137e+03 73.640786 9.8063716 2000-2009 –> 2010-2019 6.0504859 2.8957155 13397.441448 145.387269 8 11
N_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1040 3.1827386 5.371496e+03 66.291616 9.9390143 2000-2009 –> 2010-2019 6.0910676 2.9083290 13429.865282 114.660188 10 23
N_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1040 3.1795179 5.369390e+03 140.934995 10.0024576 2000-2009 –> 2010-2019 6.1279274 2.9484095 13472.051153 257.090460 9 43
N_Atlantic (27.75,27.85] 3 cstar_tref ~ aou + nitrate + phosphate 1040 3.2022151 5.382185e+03 68.085184 10.9823251 2000-2009 –> 2010-2019 6.1302783 2.9280631 13460.438261 121.039145 12 36
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 6160 1.5613189 2.298426e+04 75.956813 14.8576994 1982-1999 –> 2000-2009 2.7650181 1.2036992 44294.246443 164.103457 1 2
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 6160 1.5700462 2.305294e+04 29.993911 14.9544841 1982-1999 –> 2000-2009 2.7777653 1.2077191 44407.175676 50.080299 2 4
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 6160 1.5926448 2.322900e+04 100.963014 15.2634734 1982-1999 –> 2000-2009 2.8190078 1.2263630 44786.590058 223.626488 3 6
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 6160 1.6331020 2.353805e+04 37.769826 15.7621637 1982-1999 –> 2000-2009 2.8604892 1.2273872 45106.721415 89.047648 4 8
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 6160 1.6633223 2.376195e+04 20.804463 13.8563269 1982-1999 –> 2000-2009 2.9842603 1.3209380 46303.651255 40.067030 5 16
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 6160 1.7765351 2.457319e+04 35.234381 14.9982134 1982-1999 –> 2000-2009 3.0043180 1.2277829 46144.142125 85.520447 9 14
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 6160 1.8796740 2.526845e+04 30.794428 12.6201936 1982-1999 –> 2000-2009 3.1196822 1.2400082 46970.921092 44.161620 10 16
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 6160 1.9183103 2.551912e+04 29.307626 12.5309630 1982-1999 –> 2000-2009 3.1634994 1.2451891 47276.933395 42.061679 11 18
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate 6160 1.6671377 2.379018e+04 26.149505 14.8308832 1982-1999 –> 2000-2009 3.1692924 1.5021547 48038.363739 42.457988 6 20
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 6160 1.6785564 2.387427e+04 24.568601 14.5184605 1982-1999 –> 2000-2009 3.1714196 1.4928632 48040.098887 39.702176 7 20
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 3631 2.2886409 1.633096e+04 77.266230 26.0046389 2000-2009 –> 2010-2019 3.8499598 1.5613189 39315.227132 153.223042 2 3
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3631 2.2887099 1.633118e+04 23.466992 25.8487761 2000-2009 –> 2010-2019 3.8587561 1.5700462 39384.119446 53.460903 3 5
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 3631 2.2800580 1.630368e+04 135.861092 25.5235665 2000-2009 –> 2010-2019 3.8727028 1.5926448 39532.680461 295.058191 1 4
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 3631 2.2887573 1.632933e+04 20.678211 25.9118934 2000-2009 –> 2010-2019 3.9520796 1.6633223 40091.280908 41.482674 4 9
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate 3631 2.2921088 1.633996e+04 21.545538 26.0117054 2000-2009 –> 2010-2019 3.9592466 1.6671377 40130.135363 47.695043 6 12
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 3631 2.2900071 1.633330e+04 68.354130 26.1686490 2000-2009 –> 2010-2019 3.9685636 1.6785564 40207.568973 128.065266 5 12
N_Atlantic (27.85,27.95] 3 cstar_tref ~ sal + nitrate + phosphate 3631 2.2929792 1.634072e+04 20.186826 25.7424911 2000-2009 –> 2010-2019 3.9754627 1.6824834 40241.777002 40.966136 7 15
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3631 2.3896682 1.664466e+04 46.359080 27.0194813 2000-2009 –> 2010-2019 4.0227702 1.6331020 40182.707965 84.128906 8 12
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 3631 2.7772004 1.773405e+04 23.890663 48.7758614 2000-2009 –> 2010-2019 4.6568743 1.8796740 43002.507561 54.685092 9 19
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 3631 2.8924527 1.802934e+04 38.045103 24.6253804 2000-2009 –> 2010-2019 4.6689878 1.7765351 42602.531222 73.279485 12 21
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 4477 1.3421965 1.535440e+04 159.408533 5.4799781 1982-1999 –> 2000-2009 2.0723805 0.7301840 28558.102728 607.962705 1 5
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4477 1.3488448 1.539865e+04 158.198926 5.6231384 1982-1999 –> 2000-2009 2.0789131 0.7300683 28600.452016 334.607045 3 6
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4477 1.3599765 1.547224e+04 164.174987 5.6890059 1982-1999 –> 2000-2009 2.0893462 0.7293698 28662.612423 312.229925 5 7
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 4477 1.3653086 1.550728e+04 248.089558 5.7949726 1982-1999 –> 2000-2009 2.0944903 0.7291817 28694.571252 396.763639 6 7
N_Atlantic (27.95,28.05] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 4477 1.3438881 1.536368e+04 141.355165 5.6478330 1982-1999 –> 2000-2009 2.1298495 0.7859615 29444.445087 506.025628 2 10
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 4477 1.3557007 1.544204e+04 145.967467 6.1944943 1982-1999 –> 2000-2009 2.1421373 0.7864366 29530.023431 299.466174 4 13
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 4477 1.4348777 1.595028e+04 156.185412 8.7529050 1982-1999 –> 2000-2009 2.1666817 0.7318040 29178.446508 313.254747 9 14
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 4477 1.3938573 1.569057e+04 159.622297 7.1744514 1982-1999 –> 2000-2009 2.1816658 0.7878086 29799.369640 276.054475 7 17
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 4477 1.4569088 1.608672e+04 80.088905 6.2468342 1982-1999 –> 2000-2009 2.1986734 0.7417646 29476.327712 129.178348 10 16
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 4477 1.4182907 1.584617e+04 241.550746 7.7441801 1982-1999 –> 2000-2009 2.2063959 0.7881052 29959.463791 421.732758 8 19
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2052 2.0082980 8.698992e+03 139.335035 7.6225486 2000-2009 –> 2010-2019 3.3504945 1.3421965 24053.396703 341.016735 1 2
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2052 2.0129642 8.708516e+03 91.803668 7.7766737 2000-2009 –> 2010-2019 3.3618090 1.3488448 24107.163301 250.002594 2 5
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2052 2.0180709 8.718915e+03 91.411383 7.8557612 2000-2009 –> 2010-2019 3.3780474 1.3599765 24191.153484 255.586371 4 9
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 2052 2.0175827 8.717922e+03 115.428876 7.8752469 2000-2009 –> 2010-2019 3.3828913 1.3653086 24225.198261 363.518434 3 9
N_Atlantic (27.95,28.05] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 2052 2.0847582 8.850339e+03 77.274423 9.3103452 2000-2009 –> 2010-2019 3.4286463 1.3438881 24214.021472 218.629588 6 8
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2052 2.0928661 8.866269e+03 79.553541 9.7151169 2000-2009 –> 2010-2019 3.4485668 1.3557007 24308.311928 225.521008 7 11
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2052 2.0214818 8.723845e+03 71.917426 7.4555200 2000-2009 –> 2010-2019 3.4783906 1.4569088 24810.562980 152.006331 5 15
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2052 2.1474890 8.972008e+03 86.301234 10.4060188 2000-2009 –> 2010-2019 3.5413462 1.3938573 24662.582203 245.923531 11 18
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2052 2.1148547 8.909163e+03 84.928585 11.1478812 2000-2009 –> 2010-2019 3.5497324 1.4348777 24859.445159 241.113997 8 17
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2052 2.1508092 8.978348e+03 92.995203 10.8267126 2000-2009 –> 2010-2019 3.5690999 1.4182907 24824.520437 267.472915 12 20
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 994 1.6080777 3.779228e+03 894.905541 8.5273855 1982-1999 –> 2000-2009 2.6503910 1.0423133 7578.536199 1481.999024 1 4
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 994 1.6108251 3.782622e+03 758.038672 8.4653686 1982-1999 –> 2000-2009 2.6510068 1.0401817 7576.623499 1347.866906 5 6
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 994 1.6099004 3.781480e+03 758.108505 8.4839930 1982-1999 –> 2000-2009 2.6514389 1.0415385 7578.860707 1344.875142 4 6
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 994 1.6082959 3.779498e+03 758.162084 8.5176521 1982-1999 –> 2000-2009 2.6514518 1.0431559 7580.900359 1342.040683 2 6
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 994 1.6093264 3.778771e+03 664.963311 8.4639512 1982-1999 –> 2000-2009 2.6778341 1.0685077 7640.413737 1165.308445 3 9
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate 994 1.6729887 3.855898e+03 757.863634 7.8467524 1982-1999 –> 2000-2009 2.7330425 1.0600537 7696.950919 1344.060058 10 15
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 994 1.6639932 3.845180e+03 641.607503 7.5620993 1982-1999 –> 2000-2009 2.7908429 1.1268497 7844.620137 1187.354764 6 13
N_Atlantic (28.05,28.1] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 994 1.6643583 3.845616e+03 641.768429 7.5748713 1982-1999 –> 2000-2009 2.7939461 1.1295878 7851.346889 1185.807759 8 16
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate 994 1.6642796 3.845522e+03 638.056463 7.5714044 1982-1999 –> 2000-2009 2.7961714 1.1318918 7856.534421 1177.588358 7 16
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 994 1.6645738 3.845873e+03 635.482848 7.5808523 1982-1999 –> 2000-2009 2.7997850 1.1352111 7864.475855 1171.262089 9 19
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 629 0.9458223 1.728953e+03 989.037296 3.6871156 2000-2009 –> 2010-2019 2.5539000 1.6080777 5508.181728 1883.942837 2 3
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 629 0.9439090 1.726406e+03 992.105418 3.7338997 2000-2009 –> 2010-2019 2.5547341 1.6108251 5509.027890 1750.144090 1 6
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 629 0.9472927 1.730908e+03 988.382937 3.6567384 2000-2009 –> 2010-2019 2.5571930 1.6099004 5512.387824 1746.491442 3 7
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 629 0.9495826 1.733945e+03 985.143790 3.6055703 2000-2009 –> 2010-2019 2.5578785 1.6082959 5513.442919 1743.305874 4 6
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 629 0.9549911 1.739090e+03 847.555333 3.6568045 2000-2009 –> 2010-2019 2.6189843 1.6639932 5584.269392 1489.162836 5 11
N_Atlantic (28.05,28.1] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 629 0.9575472 1.742452e+03 847.144216 3.6643446 2000-2009 –> 2010-2019 2.6219055 1.6643583 5588.068153 1488.912646 6 14
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate 629 0.9615630 1.747717e+03 834.654064 3.6751766 2000-2009 –> 2010-2019 2.6258426 1.6642796 5593.238927 1472.710527 7 14
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 629 0.9655307 1.752897e+03 828.552501 3.6917941 2000-2009 –> 2010-2019 2.6301046 1.6645738 5598.770616 1464.035349 8 17
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate 629 0.9917410 1.786592e+03 985.171099 4.1576862 2000-2009 –> 2010-2019 2.6647298 1.6729887 5642.489578 1743.034733 9 19
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 629 1.2496998 2.077437e+03 841.107665 5.6793791 2000-2009 –> 2010-2019 2.8590261 1.6093264 5856.208454 1506.070975 11 14
N_Atlantic (28.1,28.15] 3 cstar_tref ~ temp + nitrate + phosphate 358 0.6502957 7.178451e+02 737.537797 3.3207423 1982-1999 –> 2000-2009 0.9660287 0.3157330 1049.802016 965.089639 1 2
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 358 0.7168452 7.896069e+02 256.339320 2.2711193 1982-1999 –> 2000-2009 1.0904086 0.3735634 1327.074947 966.837237 2 4
N_Atlantic (28.1,28.15] 3 cstar_tref ~ temp + nitrate + phosphate_star 358 0.7170099 7.877714e+02 74.560186 2.2630895 1982-1999 –> 2000-2009 1.0965464 0.3795365 1342.433442 131.259665 3 6
N_Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate 358 0.7976197 8.640557e+02 545.054572 1.8869128 1982-1999 –> 2000-2009 1.2348150 0.4371953 1589.847111 1048.418887 4 9
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + temp + nitrate 358 0.8607633 9.186060e+02 13.239296 3.4057116 1982-1999 –> 2000-2009 1.2872036 0.4264403 1614.259311 24.004167 6 10
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate_star 358 0.8483226 9.081821e+02 228.298173 1.9026051 1982-1999 –> 2000-2009 1.2923448 0.4440222 1652.721965 888.680379 5 11
N_Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate_star 358 0.9104587 9.587943e+02 326.743804 1.8874541 1982-1999 –> 2000-2009 1.3974655 0.4870068 1815.142616 839.615445 7 15
N_Atlantic (28.1,28.15] 2 cstar_tref ~ nitrate + phosphate 358 0.9492700 9.866836e+02 230.076442 2.3007636 1982-1999 –> 2000-2009 1.3984784 0.4492083 1743.274353 271.838546 8 15
N_Atlantic (28.1,28.15] 2 cstar_tref ~ nitrate + phosphate_star 358 0.9623102 9.964524e+02 17.891225 1.8952782 1982-1999 –> 2000-2009 1.4583362 0.4960260 1873.004467 25.641923 10 19
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 358 0.9650039 1.002454e+03 85.175756 2.9129790 1982-1999 –> 2000-2009 1.4667831 0.5017792 1896.959416 493.156815 11 21
N_Atlantic (28.1,28.15] 3 cstar_tref ~ temp + nitrate + phosphate 267 0.3938409 2.701275e+02 175.927761 1.4997526 2000-2009 –> 2010-2019 1.0441366 0.6502957 987.972611 913.465559 1 2
N_Atlantic (28.1,28.15] 3 cstar_tref ~ temp + nitrate + phosphate_star 267 0.5265314 4.251820e+02 44.343185 1.7066279 2000-2009 –> 2010-2019 1.2435414 0.7170099 1212.953374 118.903370 3 5
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + temp + nitrate 267 0.6250946 5.168120e+02 7.210289 1.7876029 2000-2009 –> 2010-2019 1.4858578 0.8607633 1435.418013 20.449585 4 9
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + oxygen + nitrate 267 0.4552755 3.475339e+02 737.124419 1.4962448 2000-2009 –> 2010-2019 1.5334812 1.0782057 1427.407435 1107.812154 2 18
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate_star 267 0.7448073 6.103809e+02 914.088103 1.9522217 2000-2009 –> 2010-2019 1.5931299 0.8483226 1518.562940 1142.386276 10 14
N_Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + phosphate 267 0.7995786 6.482732e+02 572.971499 2.3641721 2000-2009 –> 2010-2019 1.5971984 0.7976197 1512.328874 1118.026071 18 21
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 267 0.7379911 6.074714e+02 845.540637 2.2372324 2000-2009 –> 2010-2019 1.7029950 0.9650039 1609.925256 930.716393 5 15
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 267 0.7400662 6.089708e+02 839.274932 2.2552923 2000-2009 –> 2010-2019 1.7082370 0.9681709 1613.770569 924.463301 7 18
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + temp + phosphate 267 0.7490830 6.134376e+02 7.615856 2.1406600 2000-2009 –> 2010-2019 1.7808161 1.0317331 1661.765450 21.379818 11 24
N_Atlantic (28.1,28.15] 3 cstar_tref ~ sal + aou + phosphate 267 0.7791864 6.344775e+02 264.890363 2.6727166 2000-2009 –> 2010-2019 1.8119997 1.0328133 1683.554573 448.295316 16 30
N_Atlantic (28.15,28.2] 2 cstar_tref ~ sal + aou 44 0.3713075 4.568282e+01 1.164705 1.1160372 1982-1999 –> 2000-2009 0.3944602 0.0231526 34.909155 2.271082 2 4
N_Atlantic (28.15,28.2] 2 cstar_tref ~ aou + phosphate_star 44 0.3585501 4.260615e+01 2.845551 0.9125911 1982-1999 –> 2000-2009 0.4016232 0.0430731 36.798801 8.366166 1 5
N_Atlantic (28.15,28.2] 2 cstar_tref ~ temp + oxygen 44 0.3792244 4.753941e+01 1.008779 1.0729074 1982-1999 –> 2000-2009 0.4601446 0.0809202 46.776582 2.393372 3 12
N_Atlantic (28.15,28.2] 2 cstar_tref ~ oxygen + aou 44 0.3795691 4.761936e+01 6.522026 1.0694615 1982-1999 –> 2000-2009 0.4611530 0.0815838 46.921875 10.880610 4 14
N_Atlantic (28.15,28.2] 2 cstar_tref ~ temp + aou 44 0.3796794 4.764492e+01 1.292446 1.0678714 1982-1999 –> 2000-2009 0.4641158 0.0844364 47.222374 5.397151 5 16
N_Atlantic (28.15,28.2] 2 cstar_tref ~ nitrate + phosphate_star 44 0.4383476 6.028919e+01 1.346313 1.3220170 1982-1999 –> 2000-2009 0.4849556 0.0466080 55.112835 3.044157 8 13
N_Atlantic (28.15,28.2] 2 cstar_tref ~ aou + phosphate 44 0.3841580 4.867688e+01 1.460403 1.1219007 1982-1999 –> 2000-2009 0.4954652 0.1113071 50.464694 9.860632 6 20
N_Atlantic (28.15,28.2] 2 cstar_tref ~ phosphate + phosphate_star 44 0.5223343 7.571521e+01 1.023103 1.4973496 1982-1999 –> 2000-2009 0.5341950 0.0118607 59.590515 16.976659 10 11
N_Atlantic (28.15,28.2] 2 cstar_tref ~ aou + nitrate 44 0.3901614 5.004145e+01 3.594289 1.2077107 1982-1999 –> 2000-2009 0.6082506 0.2180892 57.210148 5.086346 7 24
N_Atlantic (28.15,28.2] 2 cstar_tref ~ sal + oxygen 44 0.4989258 7.168037e+01 1.681496 1.3436259 1982-1999 –> 2000-2009 0.6187952 0.1198694 74.061062 3.579336 9 24
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 0.3566656 0.3506417 12.326551 768.400453 4 5
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 0.3569891 0.3508952 12.528644 582.737691 5 8
N_Atlantic (28.15,28.2] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 6 0.0067194 -3.100590e+01 545.550265 0.0119331 2000-2009 –> 2010-2019 0.3574968 0.3507775 13.671606 568.240017 7 9
N_Atlantic (28.15,28.2] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 6 0.0065253 -3.135753e+01 325.051305 0.0115668 2000-2009 –> 2010-2019 0.3575626 0.3510373 13.385122 388.796848 6 10
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 0.3585683 0.3528505 12.253182 248.289945 3 11
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 0.3590872 0.3536893 11.771232 814.770072 2 12
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 0.3595780 0.3519922 15.431248 891.021053 10 15
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate 6 0.0084046 -2.832041e+01 133.455007 0.0150792 2000-2009 –> 2010-2019 0.3604599 0.3520553 16.677077 153.381379 12 18
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 0.3609133 0.3524819 16.821922 90.504992 13 20
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 0.3624510 0.3555527 15.176900 409.753851 9 23
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 99 0.2278547 2.098489e+00 280.678364 0.7474448 1982-1999 –> 2000-2009 0.3778049 0.1499502 -16.440448 584.670575 1 2
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 99 0.2286940 2.826499e+00 291.640781 0.7369375 1982-1999 –> 2000-2009 0.3873045 0.1586105 -11.894348 607.266079 3 5
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 99 0.2292209 3.282177e+00 385.574196 0.7322260 1982-1999 –> 2000-2009 0.3883823 0.1591614 -11.202887 1033.257189 4 7
N_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 99 0.2284596 6.234829e-01 132.207620 0.7407977 1982-1999 –> 2000-2009 0.4154443 0.1869846 -4.906253 342.628813 2 8
N_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 99 0.2296812 1.679345e+00 120.976059 0.7268981 1982-1999 –> 2000-2009 0.4193170 0.1896358 -2.893036 607.222283 6 14
N_Atlantic (28.2, Inf] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 99 0.2292249 1.285627e+00 177.710665 0.7308514 1982-1999 –> 2000-2009 0.4196550 0.1904301 -3.002522 404.719910 5 14
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 99 0.2657981 3.059619e+01 314.419795 0.8278219 1982-1999 –> 2000-2009 0.4251803 0.1593822 14.205402 517.826146 15 19
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate 99 0.2368839 7.793150e+00 190.245039 0.7469995 1982-1999 –> 2000-2009 0.4254837 0.1885999 2.848294 365.858091 8 15
N_Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate 99 0.2372731 6.118242e+00 34.191672 0.7416217 1982-1999 –> 2000-2009 0.4651544 0.2278813 12.038780 60.133733 9 33
N_Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate_star 99 0.2900398 4.587789e+01 56.640116 0.7720104 1982-1999 –> 2000-2009 0.4860867 0.1960469 41.566417 88.075556 17 33
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 0.2472790 0.2372731 -28.480811 266.649996 7 8
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 0.2562312 0.2412063 -19.534051 234.247041 11 13
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 0.2622894 0.2460305 -14.508029 239.551989 14 17
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 0.2658860 0.2501382 -11.676625 570.814609 13 17
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 0.2800943 0.2702769 -2.960395 226.345507 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 0.2976492 0.2900398 7.445775 348.447403 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 0.3301575 0.3254516 23.526477 461.015398 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 0.3383976 0.3279722 36.190191 287.402741 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 0.3772798 0.3415592 61.468210 1045.886698 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 0.3821071 0.3457655 60.132961 12.851518 22 32
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 121 3.0414168 6.245654e+02 62.693518 15.1299299 1982-1999 –> 2000-2009 6.9152867 3.8738699 1673.739407 126.611920 1 2
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + phosphate 121 3.0747731 6.272051e+02 62.343013 15.4422789 1982-1999 –> 2000-2009 7.0584856 3.9837125 1686.836169 126.563037 2 4
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 121 3.0812355 6.277131e+02 56.781848 15.4103141 1982-1999 –> 2000-2009 7.0664236 3.9851881 1687.482766 108.526796 3 6
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 121 3.1356934 6.319529e+02 54.174031 15.1794949 1982-1999 –> 2000-2009 7.1364534 4.0007599 1693.181057 131.587989 4 8
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 121 3.3421137 6.473812e+02 399.145578 14.3935327 1982-1999 –> 2000-2009 7.4139083 4.0717945 1715.191523 730.813307 9 14
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + nitrate 121 3.3064427 6.447844e+02 58.563626 17.1026788 1982-1999 –> 2000-2009 7.6039637 4.2975209 1732.773716 114.585723 8 15
N_Pacific (-Inf,26] 3 cstar_tref ~ sal + temp + phosphate_star 121 3.4023845 6.497064e+02 32.447368 13.7338913 1982-1999 –> 2000-2009 7.6749836 4.2725991 1733.520607 56.695238 13 19
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 121 3.3692058 6.493350e+02 49.869288 16.9408044 1982-1999 –> 2000-2009 7.6917922 4.3225864 1739.499349 116.078119 11 19
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 121 3.5489003 6.619095e+02 378.362085 16.3156092 1982-1999 –> 2000-2009 7.9104746 4.3615743 1755.432051 704.008958 20 31
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + oxygen + aou + phosphate_star 121 3.2406005 6.399167e+02 594.480608 15.6883013 1982-1999 –> 2000-2009 7.9376622 4.6970618 1761.154225 1056.037415 5 33
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 282 2.3159869 1.285949e+03 126.493071 13.7647936 2000-2009 –> 2010-2019 5.3574037 3.0414168 1910.514174 189.186589 6 7
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 282 2.3319911 1.289833e+03 149.337223 14.0400656 2000-2009 –> 2010-2019 5.4067642 3.0747731 1917.037844 211.680236 10 12
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 282 2.3404318 1.291871e+03 124.274147 14.3271626 2000-2009 –> 2010-2019 5.4216673 3.0812355 1919.583655 181.055994 17 20
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 282 2.3361768 1.290844e+03 52.165997 14.8300994 2000-2009 –> 2010-2019 5.4718702 3.1356934 1922.797116 106.340027 13 17
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + nitrate 282 2.3075261 1.283885e+03 165.753033 15.2620980 2000-2009 –> 2010-2019 5.6139689 3.3064427 1928.668967 224.316659 5 13
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 282 2.2689764 1.274383e+03 59.726083 15.2316556 2000-2009 –> 2010-2019 5.6381822 3.3692058 1923.717738 109.595371 3 14
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + phosphate 282 2.3245984 1.288042e+03 205.615879 15.0307275 2000-2009 –> 2010-2019 5.6667122 3.3421137 1935.423175 604.761457 8 17
N_Pacific (-Inf,26] 3 cstar_tref ~ sal + temp + phosphate_star 282 2.3565508 1.293742e+03 49.361389 15.1569445 2000-2009 –> 2010-2019 5.7589354 3.4023845 1943.448033 81.808757 22 35
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 282 2.2321658 1.265158e+03 223.615529 14.7919299 2000-2009 –> 2010-2019 5.7810662 3.5489003 1927.067202 601.977613 2 21
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + oxygen + aou + phosphate 282 2.7809430 1.389135e+03 710.512928 15.8732701 2000-2009 –> 2010-2019 6.0215435 3.2406005 2029.051657 1423.099710 28 33
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 470 3.3787572 2.492260e+03 223.830705 15.0212587 1982-1999 –> 2000-2009 6.8275263 3.4487692 5381.086011 541.683970 1 2
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 470 3.4192412 2.503456e+03 205.936592 15.0124811 1982-1999 –> 2000-2009 6.8914993 3.4722580 5399.626397 513.009787 2 9
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 470 3.4493929 2.509709e+03 145.288417 13.9377294 1982-1999 –> 2000-2009 6.9009416 3.4515487 5397.406580 291.081043 4 7
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 470 3.4465417 2.510931e+03 293.055217 15.0281434 1982-1999 –> 2000-2009 6.9308858 3.4843441 5410.861526 746.347838 3 16
N_Pacific (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 470 3.5071205 2.525310e+03 209.621512 12.3299551 1982-1999 –> 2000-2009 6.9919858 3.4848653 5423.401918 542.607494 5 20
N_Pacific (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 470 3.5152615 2.527489e+03 196.173574 12.5871420 1982-1999 –> 2000-2009 6.9920777 3.4768162 5423.079380 497.257930 7 17
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 470 3.5084394 2.525663e+03 167.408790 13.7071612 1982-1999 –> 2000-2009 6.9927999 3.4843606 5423.598630 331.939405 6 20
N_Pacific (26,26.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 470 3.5470251 2.535945e+03 188.677191 12.5618557 1982-1999 –> 2000-2009 7.0099288 3.4629037 5427.196678 500.218459 9 13
N_Pacific (26,26.5] 3 cstar_tref ~ sal + aou + nitrate 470 3.5261995 2.528410e+03 41.080626 13.3554199 1982-1999 –> 2000-2009 7.0114053 3.4852057 5424.607440 85.998856 8 24
N_Pacific (26,26.5] 3 cstar_tref ~ sal + oxygen + nitrate 470 3.5485806 2.534357e+03 18.410583 12.8285115 1982-1999 –> 2000-2009 7.0116806 3.4631000 5423.670137 38.154195 10 15
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 574 3.2455198 2.994454e+03 263.771200 15.2379471 2000-2009 –> 2010-2019 6.6920615 3.4465417 5505.384991 556.826418 1 4
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 574 3.3197180 3.020403e+03 133.954092 14.2866994 2000-2009 –> 2010-2019 6.6984752 3.3787572 5512.663174 321.465839 3 4
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 574 3.3597686 3.034171e+03 132.268054 14.7940277 2000-2009 –> 2010-2019 6.7790098 3.4192412 5537.626368 338.204645 7 9
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 574 3.3945439 3.043992e+03 124.892807 12.9073258 2000-2009 –> 2010-2019 6.8439368 3.4493929 5553.700472 270.181225 14 18
N_Pacific (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 574 3.3677250 3.034886e+03 166.147751 14.1716842 2000-2009 –> 2010-2019 6.8748455 3.5071205 5560.195838 375.769263 12 17
N_Pacific (26,26.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 574 3.3413036 3.025844e+03 138.059231 13.5588920 2000-2009 –> 2010-2019 6.8883288 3.5470251 5561.788842 326.736422 6 15
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 574 3.2605004 2.997740e+03 247.032511 15.4589255 2000-2009 –> 2010-2019 6.8895493 3.6290489 5555.175040 495.589490 2 17
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 574 3.3629471 3.033256e+03 86.482820 14.7732208 2000-2009 –> 2010-2019 6.9196250 3.5566779 5571.755707 153.086584 8 19
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 574 3.3654001 3.034093e+03 70.272492 14.9214036 2000-2009 –> 2010-2019 6.9343417 3.5689416 5575.828382 122.158162 9 21
N_Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 574 3.4281397 3.055298e+03 124.937984 13.4359621 2000-2009 –> 2010-2019 6.9365791 3.5084394 5580.961089 292.346774 18 24
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 576 1.5100054 2.123372e+03 98.113602 6.9498094 1982-1999 –> 2000-2009 2.8784854 1.3684800 3658.628813 211.913116 1 3
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 576 1.5112373 2.124311e+03 271.039154 7.3354474 1982-1999 –> 2000-2009 2.8784913 1.3672540 3658.781334 500.582978 2 3
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 576 1.5113939 2.122430e+03 39.285894 7.2526417 1982-1999 –> 2000-2009 2.8803263 1.3689324 3655.977856 135.815559 3 6
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 576 1.5317904 2.139873e+03 71.096930 7.3681460 1982-1999 –> 2000-2009 2.9373381 1.4055478 3698.595890 168.323822 4 8
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 576 1.5668257 2.163925e+03 545.138201 5.9673222 1982-1999 –> 2000-2009 2.9975133 1.4306875 3736.213026 984.618934 5 10
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 576 1.5901901 2.180977e+03 67.078690 5.7984281 1982-1999 –> 2000-2009 3.0484299 1.4582398 3770.012553 144.317740 6 13
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 576 1.6071495 2.193198e+03 60.575513 5.7672571 1982-1999 –> 2000-2009 3.0867738 1.4796244 3795.015635 133.342551 7 17
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 576 1.6450149 2.220025e+03 183.312874 7.6639882 1982-1999 –> 2000-2009 3.1202508 1.4752359 3819.234685 352.128605 8 17
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 576 1.6618615 2.231762e+03 45.482143 5.7390130 1982-1999 –> 2000-2009 3.1331095 1.4712480 3828.595701 141.478711 9 17
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate 576 1.6645430 2.233619e+03 184.545133 7.6381574 1982-1999 –> 2000-2009 3.1468112 1.4822682 3837.005074 353.313748 11 22
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 626 1.4493141 2.255116e+03 83.116897 11.8175066 2000-2009 –> 2010-2019 2.9593195 1.5100054 4378.487858 160.020645 1 2
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 626 1.4495621 2.255330e+03 315.375869 11.7868701 2000-2009 –> 2010-2019 2.9607994 1.5112373 4379.641554 586.415023 2 4
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 626 1.4496267 2.253386e+03 34.460468 11.8009268 2000-2009 –> 2010-2019 2.9610206 1.5113939 4375.816681 73.746363 3 6
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 626 1.4606919 2.264907e+03 74.781103 11.9848152 2000-2009 –> 2010-2019 2.9924822 1.5317904 4404.779506 145.878033 4 8
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 626 1.5308570 2.321647e+03 832.149098 11.7975843 2000-2009 –> 2010-2019 3.0976827 1.5668257 4485.572087 1377.287300 5 10
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 626 1.5449100 2.333088e+03 63.022565 12.1226863 2000-2009 –> 2010-2019 3.1351001 1.5901901 4514.064549 130.101255 6 12
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 626 1.5549535 2.341201e+03 56.016278 12.3514708 2000-2009 –> 2010-2019 3.1621030 1.6071495 4534.398517 116.591792 7 14
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 626 1.6142716 2.388074e+03 199.364473 11.6698208 2000-2009 –> 2010-2019 3.2592865 1.6450149 4608.098165 382.677347 10 18
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 626 1.6079775 2.383182e+03 90.137892 11.5472500 2000-2009 –> 2010-2019 3.2698390 1.6618615 4614.944646 161.765775 8 17
N_Pacific (26.5,26.75] 3 cstar_tref ~ sal + oxygen + nitrate 626 1.6090833 2.382043e+03 29.437981 11.6185823 2000-2009 –> 2010-2019 3.2716810 1.6625977 4612.315556 71.738366 9 19
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 842 0.8211510 2.071663e+03 103.605558 3.7936121 1982-1999 –> 2000-2009 1.5355946 0.7144436 3525.637327 190.061783 1 2
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 842 0.8273778 2.084385e+03 81.009066 3.8818725 1982-1999 –> 2000-2009 1.5541032 0.7267254 3561.028354 143.512936 2 4
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 842 0.8313537 2.092458e+03 352.256671 3.9179866 1982-1999 –> 2000-2009 1.5664485 0.7350947 3584.330733 584.469517 3 6
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 842 0.8313539 2.090458e+03 173.961438 3.9175198 1982-1999 –> 2000-2009 1.5787094 0.7473555 3602.331406 303.656331 4 8
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 842 0.8360461 2.099936e+03 35.955038 3.7613821 1982-1999 –> 2000-2009 1.6011378 0.7650916 3643.003981 85.270566 5 10
N_Pacific (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 842 0.8682728 2.163629e+03 50.842216 3.8282654 1982-1999 –> 2000-2009 1.6371909 0.7689181 3713.331778 130.557724 7 13
N_Pacific (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + nitrate 842 0.8689407 2.164924e+03 275.754969 3.7885630 1982-1999 –> 2000-2009 1.6547366 0.7857959 3743.504352 515.599152 8 15
N_Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 842 0.8758715 2.178302e+03 38.272171 3.8905451 1982-1999 –> 2000-2009 1.6641328 0.7882613 3761.049184 94.675191 10 18
N_Pacific (26.75,27] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 842 0.8614059 2.150257e+03 29.220607 3.5551773 1982-1999 –> 2000-2009 1.6914616 0.8300558 3801.716640 77.024648 6 16
N_Pacific (26.75,27] 3 cstar_tref ~ sal + aou + nitrate 842 0.9089053 2.238646e+03 33.595461 4.1748936 1982-1999 –> 2000-2009 1.6981434 0.7892381 3821.040466 81.513838 11 20
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 769 0.8060487 1.864718e+03 92.210863 4.3830188 2000-2009 –> 2010-2019 1.6271997 0.8211510 3936.380779 198.939549 1 2
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 769 0.8095148 1.871317e+03 67.334830 4.3677115 2000-2009 –> 2010-2019 1.6368926 0.8273778 3955.701817 148.343897 2 4
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 769 0.8135942 1.879048e+03 335.431014 4.3438358 2000-2009 –> 2010-2019 1.6449479 0.8313537 3971.505775 687.687685 4 7
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 769 0.8130722 1.876061e+03 19.271123 4.3869742 2000-2009 –> 2010-2019 1.6491183 0.8360461 3975.996938 55.226161 3 8
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 769 0.8247014 1.897903e+03 158.536498 4.1817662 2000-2009 –> 2010-2019 1.6560553 0.8313539 3988.361002 332.497936 5 9
N_Pacific (26.75,27] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 769 0.8364330 1.919627e+03 16.016793 4.3785536 2000-2009 –> 2010-2019 1.6978389 0.8614059 4069.884498 45.237400 6 12
N_Pacific (26.75,27] 4 cstar_tref ~ sal + oxygen + aou + nitrate 769 0.9168351 2.060787e+03 376.118021 5.3139184 2000-2009 –> 2010-2019 1.7857758 0.8689407 4225.710066 651.872990 7 15
N_Pacific (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + nitrate 769 0.9271536 2.077999e+03 35.602529 5.5137920 2000-2009 –> 2010-2019 1.7954264 0.8682728 4241.627935 86.444745 8 15
N_Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 769 0.9333001 2.088162e+03 27.119393 5.5924379 2000-2009 –> 2010-2019 1.8091715 0.8758715 4266.463577 65.391564 9 19
N_Pacific (26.75,27] 3 cstar_tref ~ sal + oxygen + nitrate 769 0.9674446 2.141424e+03 15.931274 5.7494211 2000-2009 –> 2010-2019 1.8364098 0.8689652 4304.395151 45.066043 10 19
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 977 0.6548580 1.959406e+03 731.491374 2.4780608 1982-1999 –> 2000-2009 1.2411430 0.5862850 3292.039741 1308.575184 1 5
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 977 0.6558325 1.962311e+03 151.253770 2.5087031 1982-1999 –> 2000-2009 1.2420178 0.5861853 3294.691934 280.568169 3 4
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 977 0.6567313 1.964987e+03 241.551835 2.5448231 1982-1999 –> 2000-2009 1.2429197 0.5861885 3297.375902 451.918462 4 6
N_Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + nitrate 977 0.6641833 1.985035e+03 349.738320 2.5360160 1982-1999 –> 2000-2009 1.2532761 0.5890928 3322.787545 846.661674 8 17
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 977 0.6649518 1.987294e+03 45.314179 2.5665048 1982-1999 –> 2000-2009 1.2539135 0.5889617 3324.715613 135.188347 9 15
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 977 0.6651617 1.987911e+03 46.395363 2.5816360 1982-1999 –> 2000-2009 1.2542085 0.5890468 3325.547397 138.575321 10 18
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate 977 0.6674393 1.994590e+03 23.251345 2.7026756 1982-1999 –> 2000-2009 1.2546311 0.5871918 3327.527142 70.915165 14 19
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 977 0.6689256 1.998937e+03 10.087824 2.8571098 1982-1999 –> 2000-2009 1.2551178 0.5861922 3329.334843 33.411392 15 18
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 977 0.6573448 1.964812e+03 160.765401 2.6635221 1982-1999 –> 2000-2009 1.2569153 0.5995705 3328.833199 409.772864 5 23
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 977 0.6580333 1.966857e+03 16.495473 2.6719424 1982-1999 –> 2000-2009 1.2569932 0.5989600 3329.360561 47.790219 6 23
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 820 0.5694948 1.417730e+03 594.945696 2.6212106 2000-2009 –> 2010-2019 1.2243529 0.6548580 3377.135796 1326.437069 1 2
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 820 0.5720270 1.425006e+03 114.837161 2.6232482 2000-2009 –> 2010-2019 1.2278595 0.6558325 3387.317264 266.090931 2 5
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 820 0.5734951 1.429210e+03 575.395553 2.6261201 2000-2009 –> 2010-2019 1.2302264 0.6567313 3394.196841 1307.965170 3 7
N_Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + phosphate 820 0.5762592 1.435095e+03 420.954215 2.6530212 2000-2009 –> 2010-2019 1.2316820 0.6554228 3394.185237 878.297353 4 6
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 820 0.5784531 1.441327e+03 181.358850 2.6556460 2000-2009 –> 2010-2019 1.2357980 0.6573448 3406.138804 342.124251 5 10
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 820 0.5803993 1.446835e+03 20.806947 2.6547621 2000-2009 –> 2010-2019 1.2384326 0.6580333 3413.692712 37.302420 6 12
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 820 0.5811804 1.449041e+03 20.656761 2.6549011 2000-2009 –> 2010-2019 1.2398237 0.6586434 3417.708915 37.019781 7 14
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 820 0.6017967 1.506209e+03 11.164156 2.6298934 2000-2009 –> 2010-2019 1.2707223 0.6689256 3505.145587 21.251980 9 24
N_Pacific (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 820 0.6004127 1.502433e+03 124.841692 2.6537500 2000-2009 –> 2010-2019 1.2739935 0.6735808 3514.920954 227.354382 8 28
N_Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 820 0.6086793 1.524859e+03 13.489756 2.6147044 2000-2009 –> 2010-2019 1.2795068 0.6708275 3529.343196 29.475047 10 27
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1370 0.5871756 2.443030e+03 188.695525 2.6403229 1982-1999 –> 2000-2009 1.1540809 0.5669053 4159.780826 393.942181 2 3
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 1370 0.5870864 2.442614e+03 909.697356 2.6217664 1982-1999 –> 2000-2009 1.1556067 0.5685202 4165.053806 1642.107145 1 6
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1370 0.5875023 2.444554e+03 203.939952 2.6374215 1982-1999 –> 2000-2009 1.1556704 0.5681680 4165.754838 407.772473 4 7
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1370 0.5881683 2.447658e+03 96.678509 2.6602770 1982-1999 –> 2000-2009 1.1566183 0.5684499 4169.851239 203.849662 7 11
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1370 0.5880407 2.445064e+03 169.871848 2.6454585 1982-1999 –> 2000-2009 1.1569776 0.5689368 4166.969165 373.668485 5 12
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1370 0.5905904 2.456918e+03 41.081754 2.6912130 1982-1999 –> 2000-2009 1.1591106 0.5685203 4177.358590 106.952815 8 14
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1370 0.5922567 2.464638e+03 96.859614 2.7047622 1982-1999 –> 2000-2009 1.1600114 0.5677547 4182.383528 197.034576 10 12
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1370 0.5871835 2.441066e+03 28.818601 2.6377258 1982-1999 –> 2000-2009 1.1604261 0.5732426 4178.050958 75.060964 3 14
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 1370 0.5934397 2.470106e+03 96.062125 2.7283134 1982-1999 –> 2000-2009 1.1627534 0.5693137 4193.335246 195.257952 12 20
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1370 0.5933696 2.469782e+03 606.092686 2.7248494 1982-1999 –> 2000-2009 1.1630503 0.5696807 4194.300705 1232.120281 11 20
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1219 0.4990209 1.778701e+03 252.418277 1.8471766 2000-2009 –> 2010-2019 1.0865232 0.5875023 4223.254487 456.358229 1 4
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1219 0.5006602 1.786696e+03 248.709108 1.8370889 2000-2009 –> 2010-2019 1.0878358 0.5871756 4229.725784 437.404633 2 3
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1219 0.5008605 1.787672e+03 174.853752 1.8378678 2000-2009 –> 2010-2019 1.0890289 0.5881683 4235.329888 271.532261 3 9
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1219 0.5107304 1.833247e+03 243.331387 1.8405073 2000-2009 –> 2010-2019 1.0987711 0.5880407 4278.310887 413.203235 9 13
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1219 0.5112889 1.835912e+03 126.073473 1.7838350 2000-2009 –> 2010-2019 1.0993776 0.5880886 4281.198846 191.240004 10 15
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1219 0.5131748 1.844888e+03 204.041795 1.7658562 2000-2009 –> 2010-2019 1.1003583 0.5871835 4285.954466 327.407341 11 13
N_Pacific (27.25,27.5] 3 cstar_tref ~ sal + nitrate + phosphate 1219 0.5132911 1.843440e+03 8.864787 1.7471194 2000-2009 –> 2010-2019 1.1046783 0.5913872 4302.052786 21.412896 12 20
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1219 0.5012361 1.787499e+03 50.683535 1.8409158 2000-2009 –> 2010-2019 1.1127088 0.6114727 4339.626053 88.730472 4 17
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1219 0.5251671 1.901206e+03 63.443204 1.7432774 2000-2009 –> 2010-2019 1.1157575 0.5905904 4358.123922 104.524957 15 22
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1219 0.5241967 1.896697e+03 175.764394 1.8488716 2000-2009 –> 2010-2019 1.1164534 0.5922567 4361.334588 272.624008 13 22
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1739 0.1869880 -8.825328e+02 440.363137 1.2549892 1982-1999 –> 2000-2009 0.4127717 0.2257837 -1037.753320 719.342319 1 2
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1739 0.1869941 -8.824178e+02 198.305397 1.2529871 1982-1999 –> 2000-2009 0.4128387 0.2258446 -1036.979936 409.915545 2 4
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1739 0.1869954 -8.843938e+02 168.954933 1.2515471 1982-1999 –> 2000-2009 0.4130339 0.2260385 -1038.857958 322.910531 3 6
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1739 0.1881219 -8.615059e+02 101.528976 1.2508750 1982-1999 –> 2000-2009 0.4154612 0.2273394 -999.945140 210.922602 4 8
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1739 0.1890905 -8.436438e+02 170.910897 1.2503659 1982-1999 –> 2000-2009 0.4177825 0.2286920 -967.584338 340.716492 5 10
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1739 0.2351468 -8.749473e+01 60.018885 1.3415771 1982-1999 –> 2000-2009 0.5060031 0.2708564 200.119814 103.452247 6 12
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 1739 0.2363681 -6.947706e+01 185.544097 1.3371464 1982-1999 –> 2000-2009 0.5084173 0.2720492 228.876933 306.356933 7 14
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1739 0.2375618 -5.195716e+01 94.177038 1.3244816 1982-1999 –> 2000-2009 0.5103103 0.2727485 252.671597 156.922344 8 16
N_Pacific (27.5,27.75] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1739 0.2391272 -2.911317e+01 255.727085 1.3193731 1982-1999 –> 2000-2009 0.5130862 0.2739590 286.337946 429.195446 9 18
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 1739 0.2668365 3.522156e+02 161.558369 1.1040345 1982-1999 –> 2000-2009 0.5884517 0.3216152 1059.628819 305.527930 10 22
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1595 0.1892994 -7.691023e+02 436.587784 0.9672459 2000-2009 –> 2010-2019 0.3762874 0.1869880 -1651.635044 876.950920 1 2
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1595 0.1897761 -7.610799e+02 176.380612 0.9683554 2000-2009 –> 2010-2019 0.3767703 0.1869941 -1643.497668 374.686009 2 4
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1595 0.1909199 -7.419106e+02 172.185751 0.9666927 2000-2009 –> 2010-2019 0.3790418 0.1881219 -1603.416499 341.903114 3 7
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1595 0.1916852 -7.291493e+02 172.878691 0.9680711 2000-2009 –> 2010-2019 0.3807757 0.1890905 -1572.793049 343.789588 4 9
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1595 0.1986325 -6.175791e+02 136.349840 0.9748423 2000-2009 –> 2010-2019 0.3856280 0.1869954 -1501.972926 305.304773 5 8
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1595 0.2032277 -5.446217e+02 33.763996 0.9312815 2000-2009 –> 2010-2019 0.4383745 0.2351468 -632.116456 93.782881 6 12
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1595 0.2033259 -5.430812e+02 47.370461 0.9294108 2000-2009 –> 2010-2019 0.4396940 0.2363681 -612.558276 97.269089 7 14
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1595 0.2035159 -5.401009e+02 69.100483 0.9264181 2000-2009 –> 2010-2019 0.4410777 0.2375618 -592.058081 163.277521 8 16
N_Pacific (27.5,27.75] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 1595 0.2039026 -5.340466e+02 270.022017 0.9220407 2000-2009 –> 2010-2019 0.4430298 0.2391272 -563.159769 673.856586 9 18
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1595 0.2445892 4.633518e+01 41.189152 1.1146418 2000-2009 –> 2010-2019 0.5322059 0.2876167 659.374686 78.392950 10 21
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 682 0.1332098 -8.001603e+02 913.561015 0.4094482 1982-1999 –> 2000-2009 0.2526989 0.1194891 -1504.452587 1884.207572 2 3
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 682 0.1333682 -7.985391e+02 768.543467 0.4091433 1982-1999 –> 2000-2009 0.2531807 0.1198125 -1500.079995 1584.826568 3 5
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 682 0.1331361 -8.029150e+02 533.370414 0.4082628 1982-1999 –> 2000-2009 0.2599469 0.1268108 -1448.665487 964.132452 1 4
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 682 0.1336836 -7.973175e+02 877.062835 0.4079408 1982-1999 –> 2000-2009 0.2610353 0.1273518 -1438.734698 1815.877781 4 8
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 682 0.1340740 -7.933391e+02 68.165892 0.4081563 1982-1999 –> 2000-2009 0.2620272 0.1279531 -1429.960497 139.790664 5 10
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 682 0.1341623 -7.924418e+02 67.352405 0.4078560 1982-1999 –> 2000-2009 0.2622438 0.1280815 -1428.042572 138.236452 6 12
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 682 0.1367902 -7.659821e+02 41.419291 0.4306191 1982-1999 –> 2000-2009 0.2731872 0.1363970 -1337.547589 89.131594 7 15
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 682 0.1440206 -6.957260e+02 156.246758 0.4881541 1982-1999 –> 2000-2009 0.2987499 0.1547293 -1138.914012 331.835057 8 17
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 682 0.1440552 -6.953976e+02 149.464347 0.4888528 1982-1999 –> 2000-2009 0.2989354 0.1548802 -1137.593578 315.072082 9 19
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 682 0.1440842 -6.951232e+02 268.903679 0.4893487 1982-1999 –> 2000-2009 0.2990636 0.1549794 -1136.667326 543.231503 10 21
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 678 0.1727077 -4.432653e+02 918.696278 0.6035697 2000-2009 –> 2010-2019 0.3059174 0.1332098 -1243.425597 1832.257294 1 2
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 678 0.1727945 -4.425835e+02 799.480657 0.6015282 2000-2009 –> 2010-2019 0.3061627 0.1333682 -1241.122621 1568.024124 3 5
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 678 0.1727190 -4.451766e+02 450.803458 0.6075637 2000-2009 –> 2010-2019 0.3067930 0.1340740 -1238.515696 518.969350 2 5
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 678 0.1728184 -4.443962e+02 446.084299 0.6073239 2000-2009 –> 2010-2019 0.3069807 0.1341623 -1236.838013 513.436704 4 8
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 678 0.1733165 -4.404939e+02 261.158097 0.5768098 2000-2009 –> 2010-2019 0.3101067 0.1367902 -1206.475994 302.577388 5 10
N_Pacific (27.75,27.85] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 678 0.1735833 -4.384075e+02 910.616447 0.5865369 2000-2009 –> 2010-2019 0.3179435 0.1443601 -1130.921126 1401.197670 6 15
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 678 0.1742276 -4.333837e+02 683.463154 0.5868104 2000-2009 –> 2010-2019 0.3183118 0.1440842 -1128.506942 952.366833 7 15
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 678 0.1743270 -4.326103e+02 429.242968 0.5879305 2000-2009 –> 2010-2019 0.3183476 0.1440206 -1128.336255 585.489726 9 15
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 678 0.1743129 -4.327205e+02 693.782629 0.5867948 2000-2009 –> 2010-2019 0.3183681 0.1440552 -1128.118125 966.636027 8 15
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate 678 0.1752511 -4.254413e+02 426.681452 0.5823158 2000-2009 –> 2010-2019 0.3223000 0.1470489 -1092.784037 601.814160 19 29
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 943 0.1261444 -1.216520e+03 139.959406 0.4667716 1982-1999 –> 2000-2009 0.3822141 0.2560696 -1142.790206 174.836928 2 4
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + oxygen + phosphate 943 0.1262636 -1.214739e+03 609.835098 0.4678788 1982-1999 –> 2000-2009 0.3823149 0.2560513 -1141.087020 1149.902497 3 4
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 943 0.1258914 -1.220308e+03 493.342125 0.4645309 1982-1999 –> 2000-2009 0.3823945 0.2565032 -1144.734034 932.189263 1 4
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 943 0.1326529 -1.121639e+03 122.993759 0.4686303 1982-1999 –> 2000-2009 0.3892508 0.2565979 -1045.662445 152.299029 4 8
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 943 0.1437118 -9.706190e+02 183.298633 0.4676401 1982-1999 –> 2000-2009 0.4111801 0.2674683 -849.418278 342.251329 5 16
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate 943 0.1651924 -7.098969e+02 151.406145 0.6280804 1982-1999 –> 2000-2009 0.4361538 0.2709614 -576.552850 309.756693 6 18
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate_star 943 0.2046064 -3.063365e+02 24.882548 0.8089709 1982-1999 –> 2000-2009 0.4655350 0.2609286 -214.117727 35.716724 9 17
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + oxygen + nitrate 943 0.1698409 -6.575583e+02 612.187653 0.5664317 1982-1999 –> 2000-2009 0.4655653 0.2957244 -428.892205 1033.121026 7 22
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + aou + nitrate 943 0.1701297 -6.543546e+02 603.106027 0.5660004 1982-1999 –> 2000-2009 0.4659197 0.2957900 -425.446616 1011.950639 8 24
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + oxygen + phosphate_star 943 0.2092185 -2.642953e+02 22.359915 0.8216535 1982-1999 –> 2000-2009 0.4697307 0.2605122 -173.817445 33.264811 10 17
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 944 0.1242402 -1.246541e+03 147.180087 0.6394673 2000-2009 –> 2010-2019 0.2503846 0.1261444 -2463.060524 287.139493 2 3
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 944 0.1242684 -1.246113e+03 147.364068 0.6388128 2000-2009 –> 2010-2019 0.2505320 0.1262636 -2460.851409 285.454293 3 5
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 944 0.1240336 -1.249683e+03 129.145286 0.8683725 2000-2009 –> 2010-2019 0.2566865 0.1326529 -2371.321334 252.139046 1 4
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate_star 944 0.1753523 -5.979736e+02 62.607990 0.9162080 2000-2009 –> 2010-2019 0.3799586 0.2046064 -904.310143 87.490538 8 12
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + oxygen + phosphate_star 944 0.1832343 -5.149609e+02 61.835071 0.9512924 2000-2009 –> 2010-2019 0.3924528 0.2092185 -779.256191 84.194985 10 15
N_Pacific (27.85,27.95] 3 cstar_tref ~ temp + aou + phosphate_star 944 0.1834498 -5.127415e+02 52.290883 0.9478308 2000-2009 –> 2010-2019 0.3927766 0.2093268 -776.060345 70.926507 12 18
N_Pacific (27.85,27.95] 3 cstar_tref ~ sal + temp + nitrate 944 0.1477792 -9.209680e+02 127.321313 0.5197535 2000-2009 –> 2010-2019 0.3974601 0.2496809 -851.809603 247.632368 4 13
N_Pacific (27.85,27.95] 3 cstar_tref ~ sal + temp + phosphate_star 944 0.1909988 -4.366058e+02 81.626759 0.9190892 2000-2009 –> 2010-2019 0.4051964 0.2141976 -656.542432 93.139688 14 21
N_Pacific (27.85,27.95] 2 cstar_tref ~ temp + phosphate_star 944 0.1930825 -4.181201e+02 19.014026 0.8542834 2000-2009 –> 2010-2019 0.4074466 0.2143641 -638.591203 23.961306 15 23
N_Pacific (27.85,27.95] 3 cstar_tref ~ sal + temp + oxygen 944 0.1491705 -9.032757e+02 181.235069 0.6534032 2000-2009 –> 2010-2019 0.4505633 0.3013928 -479.114758 344.447886 6 16
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 1770 0.1581464 -1.493546e+03 499.941535 0.4476230 1982-1999 –> 2000-2009 0.3173005 0.1591540 -2284.242968 1366.171598 1 2
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1770 0.1586511 -1.482267e+03 560.527654 0.4483675 1982-1999 –> 2000-2009 0.3182007 0.1595496 -2268.207289 1532.671845 2 4
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + aou + nitrate 1770 0.1625262 -1.398841e+03 481.299423 0.5119168 1982-1999 –> 2000-2009 0.3223224 0.1597962 -2183.822943 1305.809057 3 6
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + oxygen + nitrate 1770 0.1638174 -1.370828e+03 542.062173 0.5184149 1982-1999 –> 2000-2009 0.3243164 0.1604990 -2147.401883 1474.027241 4 8
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1770 0.1658070 -1.326093e+03 94.469263 0.5233060 1982-1999 –> 2000-2009 0.3277998 0.1619928 -2082.915870 232.732129 5 10
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1770 0.1717825 -1.200760e+03 51.708270 0.5651839 1982-1999 –> 2000-2009 0.3366213 0.1648388 -1924.213487 101.052372 6 12
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + phosphate 1770 0.1777820 -1.079235e+03 268.208858 0.5977430 1982-1999 –> 2000-2009 0.3466108 0.1688288 -1756.863773 664.247702 7 14
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1770 0.1779342 -1.076207e+03 53.196566 0.5979899 1982-1999 –> 2000-2009 0.3469108 0.1689766 -1752.158933 103.720517 8 16
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 1770 0.1783092 -1.068753e+03 238.743542 0.5986604 1982-1999 –> 2000-2009 0.3475952 0.1692860 -1741.199988 590.619442 9 18
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate 1770 0.1834963 -9.692423e+02 70.044376 0.7062387 1982-1999 –> 2000-2009 0.3555894 0.1720930 -1612.179573 189.159605 10 20
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1745 0.1394254 -1.911992e+03 61.432378 0.9370606 2000-2009 –> 2010-2019 0.3112079 0.1717825 -3112.751188 113.140647 1 2
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1745 0.1433705 -1.814612e+03 62.623789 1.0353775 2000-2009 –> 2010-2019 0.3211525 0.1777820 -2893.846835 115.494275 3 5
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1745 0.1435175 -1.811036e+03 62.124510 1.0362421 2000-2009 –> 2010-2019 0.3214516 0.1779342 -2887.243212 115.321076 4 7
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate_star 1745 0.1547326 -1.550442e+03 45.190970 0.8762171 2000-2009 –> 2010-2019 0.3535792 0.1988466 -2235.283959 62.387732 7 11
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + phosphate + phosphate_star 1745 0.1660122 -1.304877e+03 48.246291 0.9079423 2000-2009 –> 2010-2019 0.3742091 0.2081969 -1827.052858 64.276938 10 15
N_Pacific (27.95,28.05] 3 cstar_tref ~ temp + aou + phosphate_star 1745 0.1665009 -1.294619e+03 44.085039 0.9061259 2000-2009 –> 2010-2019 0.3750921 0.2085912 -1810.097130 59.360588 11 17
N_Pacific (27.95,28.05] 3 cstar_tref ~ sal + aou + phosphate_star 1745 0.1891850 -8.488588e+02 57.286845 2.3599501 2000-2009 –> 2010-2019 0.4148885 0.2257035 -1085.223365 107.100153 15 22
N_Pacific (27.95,28.05] 3 cstar_tref ~ sal + nitrate + phosphate_star 1745 0.1946228 -7.499595e+02 54.940669 2.3813278 2000-2009 –> 2010-2019 0.4249176 0.2302948 -915.035829 100.562972 17 25
N_Pacific (27.95,28.05] 3 cstar_tref ~ sal + oxygen + phosphate_star 1745 0.2007087 -6.424972e+02 61.857235 2.4963652 2000-2009 –> 2010-2019 0.4418592 0.2411505 -644.518049 113.592941 19 28
N_Pacific (27.95,28.05] 3 cstar_tref ~ sal + temp + nitrate 1745 0.1414653 -1.863299e+03 59.109608 1.5535871 2000-2009 –> 2010-2019 0.4508816 0.3094162 -982.916975 108.218816 2 15
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1424 0.0392119 -5.170898e+03 178.644940 0.5392690 1982-1999 –> 2000-2009 0.0791614 0.0399495 -7835.481102 362.373196 1 7
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + nitrate + phosphate_star 1424 0.0395154 -5.150933e+03 4.195606 0.5428890 1982-1999 –> 2000-2009 0.0796849 0.0401695 -7809.357508 7.858061 2 9
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1424 0.0460868 -4.710813e+03 228.977113 0.8364063 1982-1999 –> 2000-2009 0.0812900 0.0352033 -7563.342869 476.805760 6 7
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1424 0.0460842 -4.710970e+03 224.147006 0.8362256 1982-1999 –> 2000-2009 0.0812929 0.0352087 -7563.269254 462.557690 5 7
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + phosphate + phosphate_star 1424 0.0461547 -4.708619e+03 4.304060 0.8264375 1982-1999 –> 2000-2009 0.0854444 0.0392897 -7399.951071 8.094995 8 12
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate_star 1424 0.0461677 -4.707817e+03 4.380196 0.8259066 1982-1999 –> 2000-2009 0.0855382 0.0393705 -7396.096795 8.302550 9 14
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + nitrate + phosphate_star 1424 0.0460996 -4.712017e+03 137.810708 0.5747549 1982-1999 –> 2000-2009 0.0876779 0.0415782 -7319.220212 263.615509 7 15
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + temp + nitrate 1424 0.0411432 -5.035970e+03 138.923767 0.4701397 1982-1999 –> 2000-2009 0.0879763 0.0468331 -7466.318555 245.553359 3 16
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + phosphate + phosphate_star 1424 0.0525318 -4.340029e+03 172.285369 0.9101898 1982-1999 –> 2000-2009 0.0888215 0.0362896 -7149.393566 332.695856 16 19
N_Pacific (28.05,28.1] 2 cstar_tref ~ nitrate + phosphate_star 1424 0.0469002 -4.664985e+03 4.055387 0.5747902 1982-1999 –> 2000-2009 0.0904242 0.0435240 -7206.223259 7.703632 11 20
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1770 0.0276759 -7.663627e+03 147.181557 0.1469078 2000-2009 –> 2010-2019 0.0668877 0.0392119 -12834.524935 325.826497 3 4
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + nitrate + phosphate_star 1770 0.0280381 -7.619599e+03 5.157106 0.1432976 2000-2009 –> 2010-2019 0.0675535 0.0395154 -12770.531884 9.352712 6 8
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + temp + nitrate 1770 0.0297401 -7.410972e+03 143.879196 0.1324962 2000-2009 –> 2010-2019 0.0708833 0.0411432 -12446.941426 282.802963 9 12
N_Pacific (28.05,28.1] 2 cstar_tref ~ temp + nitrate 1770 0.0302585 -7.351801e+03 1.306374 0.1272719 2000-2009 –> 2010-2019 0.0726892 0.0424307 -12302.011649 2.399051 10 14
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1770 0.0267518 -7.783844e+03 193.836963 0.1565237 2000-2009 –> 2010-2019 0.0728360 0.0460842 -12494.814061 425.703298 2 7
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1770 0.0267502 -7.784053e+03 189.213904 0.1564620 2000-2009 –> 2010-2019 0.0728370 0.0460868 -12494.866532 418.191017 1 7
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + phosphate + phosphate_star 1770 0.0277445 -7.656862e+03 5.326759 0.1617704 2000-2009 –> 2010-2019 0.0738991 0.0461547 -12365.481583 9.630819 4 12
N_Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate_star 1770 0.0277950 -7.650423e+03 5.425080 0.1618506 2000-2009 –> 2010-2019 0.0739626 0.0461677 -12358.240818 9.805276 5 14
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate_star 1770 0.0294744 -7.442744e+03 115.384118 0.1906766 2000-2009 –> 2010-2019 0.0763079 0.0468336 -12109.777736 235.035511 7 17
N_Pacific (28.05,28.1] 2 cstar_tref ~ aou + phosphate_star 1770 0.0294803 -7.444034e+03 5.307704 0.1917215 2000-2009 –> 2010-2019 0.0765330 0.0470527 -12099.772772 9.608417 8 20
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 898 0.0050630 -6.932872e+03 180.705906 0.0274142 1982-1999 –> 2000-2009 0.0115367 0.0064737 -8796.588471 319.361316 3 4
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 898 0.0050784 -6.927434e+03 261.209381 0.0274108 1982-1999 –> 2000-2009 0.0115732 0.0064949 -8789.456998 430.388640 4 6
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 898 0.0050802 -6.926768e+03 169.478880 0.0274162 1982-1999 –> 2000-2009 0.0115783 0.0064981 -8788.533515 307.706405 5 8
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 898 0.0049751 -6.964316e+03 282.742495 0.0377358 1982-1999 –> 2000-2009 0.0116535 0.0066783 -8811.910940 467.324454 1 5
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 898 0.0049762 -6.963918e+03 185.651146 0.0388593 1982-1999 –> 2000-2009 0.0116956 0.0067194 -8808.337000 332.151337 2 7
N_Pacific (28.1,28.2] 3 cstar_tref ~ sal + nitrate + phosphate_star 898 0.0063547 -6.526751e+03 184.269866 0.0476892 1982-1999 –> 2000-2009 0.0150312 0.0086765 -8240.760355 330.217737 6 13
N_Pacific (28.1,28.2] 3 cstar_tref ~ sal + oxygen + phosphate_star 898 0.0067086 -6.429438e+03 169.457120 0.0369600 1982-1999 –> 2000-2009 0.0153302 0.0086217 -8146.729642 307.029684 7 13
N_Pacific (28.1,28.2] 3 cstar_tref ~ temp + nitrate + phosphate_star 898 0.0099413 -5.723050e+03 3.872960 0.0762596 1982-1999 –> 2000-2009 0.0210885 0.0111473 -7307.258793 6.318888 8 16
N_Pacific (28.1,28.2] 3 cstar_tref ~ aou + nitrate + phosphate_star 898 0.0099759 -5.716804e+03 91.241429 0.0762918 1982-1999 –> 2000-2009 0.0211816 0.0112057 -7298.303705 155.389498 9 18
N_Pacific (28.1,28.2] 3 cstar_tref ~ temp + aou + phosphate_star 898 0.0105487 -5.616536e+03 3.908465 0.0751032 1982-1999 –> 2000-2009 0.0223698 0.0118211 -7170.339884 6.172949 10 20
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1572 0.0051391 -1.209848e+04 172.215202 0.0305080 2000-2009 –> 2010-2019 0.0102021 0.0050630 -19031.354067 352.921108 1 4
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 1572 0.0051460 -1.209428e+04 242.812760 0.0306100 2000-2009 –> 2010-2019 0.0102244 0.0050784 -19021.714900 488.599751 2 6
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1572 0.0051467 -1.209386e+04 158.812948 0.0306207 2000-2009 –> 2010-2019 0.0102269 0.0050802 -19020.628448 333.823808 3 8
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1572 0.0056410 -1.180555e+04 266.566864 0.0362569 2000-2009 –> 2010-2019 0.0106161 0.0049751 -18769.866254 549.309359 4 5
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1572 0.0056989 -1.177340e+04 162.731773 0.0369045 2000-2009 –> 2010-2019 0.0106752 0.0049762 -18737.321852 348.382919 5 7
N_Pacific (28.1,28.2] 3 cstar_tref ~ sal + oxygen + phosphate_star 1572 0.0059925 -1.161750e+04 149.882337 0.0346795 2000-2009 –> 2010-2019 0.0127010 0.0067086 -18046.939982 319.339457 6 13
N_Pacific (28.1,28.2] 3 cstar_tref ~ sal + nitrate + phosphate_star 1572 0.0063903 -1.141541e+04 162.635566 0.0401161 2000-2009 –> 2010-2019 0.0127450 0.0063547 -17942.163187 346.905432 7 13
N_Pacific (28.1,28.2] 3 cstar_tref ~ temp + nitrate + phosphate_star 1572 0.0122230 -9.376405e+03 3.135057 0.0480859 2000-2009 –> 2010-2019 0.0221643 0.0099413 -15099.454950 7.008017 12 20
N_Pacific (28.1,28.2] 3 cstar_tref ~ aou + nitrate + phosphate_star 1572 0.0122006 -9.382172e+03 116.243999 0.0486027 2000-2009 –> 2010-2019 0.0221765 0.0099759 -15098.976612 207.485428 11 20
N_Pacific (28.1,28.2] 3 cstar_tref ~ temp + aou + phosphate_star 1572 0.0120304 -9.426337e+03 3.349374 0.0538057 2000-2009 –> 2010-2019 0.0225791 0.0105487 -15042.873167 7.257839 8 18
Pacific (-Inf,26] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 3805 7.6638253 2.630997e+04 79.380504 131.1600093 1982-1999 –> 2000-2009 16.6654990 9.0016737 42843.455299 189.017552 1 2
Pacific (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 3805 7.8505257 2.649114e+04 76.421531 109.6977841 1982-1999 –> 2000-2009 16.9214160 9.0708903 43057.612678 182.036770 2 4
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3805 8.0377348 2.667248e+04 63.628471 134.5708505 1982-1999 –> 2000-2009 17.3659053 9.3281704 43368.716144 118.587861 3 7
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3805 8.1422293 2.677078e+04 62.880529 129.7025777 1982-1999 –> 2000-2009 17.4467535 9.3045242 43455.418040 126.761189 4 7
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 3805 8.3766380 2.698477e+04 32.022688 104.7362238 1982-1999 –> 2000-2009 17.7267592 9.3501211 43689.740746 61.608955 5 10
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3805 8.6949794 2.727062e+04 82.849454 125.7399362 1982-1999 –> 2000-2009 18.4146232 9.7196438 44154.641319 154.619335 6 12
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + nitrate 3805 9.0216221 2.754926e+04 28.807178 94.4622795 1982-1999 –> 2000-2009 18.7541142 9.7324921 44437.320150 57.328204 7 14
Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate 3805 10.1226329 2.842555e+04 62.864898 134.5662647 1982-1999 –> 2000-2009 20.7021812 10.5795483 45694.821122 122.971682 9 17
Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 3805 10.1316898 2.843236e+04 63.314765 133.5783564 1982-1999 –> 2000-2009 20.7145113 10.5828215 45703.039924 115.683110 10 19
Pacific (-Inf,26] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 3805 10.2076433 2.848919e+04 71.321730 134.5244492 1982-1999 –> 2000-2009 20.8056767 10.5980334 45766.437882 151.910693 13 23
Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 5070 8.0238096 3.551771e+04 143.329773 139.4322524 2000-2009 –> 2010-2019 15.6876349 7.6638253 61827.680600 260.041107 1 2
Pacific (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 5070 8.0272134 3.552001e+04 82.984970 143.0999725 2000-2009 –> 2010-2019 15.8777391 7.8505257 62011.148262 159.406501 2 4
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 5070 8.5319209 3.614032e+04 87.733797 145.5162322 2000-2009 –> 2010-2019 16.5696558 8.0377348 62812.799325 151.362269 3 6
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 5070 8.5379073 3.614743e+04 87.049955 137.5947536 2000-2009 –> 2010-2019 16.6801366 8.1422293 62918.207674 149.930484 4 8
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 5070 8.5392585 3.614703e+04 39.761111 139.9838248 2000-2009 –> 2010-2019 16.9158965 8.3766380 63131.804059 71.783799 5 10
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 5070 9.2277551 3.693530e+04 86.236625 132.8144430 2000-2009 –> 2010-2019 17.9227344 8.6949794 64205.922513 148.109465 6 12
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + nitrate 5070 9.2312152 3.693711e+04 36.914137 128.7796534 2000-2009 –> 2010-2019 18.2528372 9.0216221 64486.368362 65.721314 7 14
Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate 5070 9.9939533 3.774212e+04 86.334458 152.0513888 2000-2009 –> 2010-2019 20.1165862 10.1226329 66167.667177 149.199356 10 19
Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 5070 9.9944238 3.774259e+04 87.633908 153.7576561 2000-2009 –> 2010-2019 20.1261136 10.1316898 66174.950305 150.948673 11 21
Pacific (-Inf,26] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 5070 9.9694623 3.771724e+04 87.286465 153.4377958 2000-2009 –> 2010-2019 20.1771056 10.2076433 66206.430142 158.608195 8 21
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2224 7.1609137 1.508194e+04 27.008765 21.0991513 1982-1999 –> 2000-2009 14.7213055 7.5603917 28175.012430 45.280333 1 2
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2224 7.1955537 1.510340e+04 21.769172 21.0683252 1982-1999 –> 2000-2009 14.7587150 7.5631613 28197.868974 40.917652 2 4
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2224 7.2768162 1.515336e+04 100.049188 21.1332026 1982-1999 –> 2000-2009 14.8534830 7.5766668 28254.600213 214.384813 3 6
Pacific (26,26.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 2224 7.5157148 1.529704e+04 621.854494 21.9419118 1982-1999 –> 2000-2009 15.1231403 7.6074256 28413.678111 1338.344534 4 8
Pacific (26,26.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 2224 8.6709222 1.593101e+04 96.833919 28.5986046 1982-1999 –> 2000-2009 16.3759130 7.7049908 29094.073935 204.005997 5 10
Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2224 8.7678149 1.598044e+04 21.674286 28.8298733 1982-1999 –> 2000-2009 16.4987707 7.7309558 29156.286244 40.822505 6 12
Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2224 8.9409756 1.606743e+04 99.289550 29.3904421 1982-1999 –> 2000-2009 16.7263130 7.7853374 29269.912834 213.616579 11 18
Pacific (26,26.5] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 2224 9.0681738 1.613026e+04 353.648869 30.2307330 1982-1999 –> 2000-2009 16.8967591 7.8285853 29353.796886 759.683768 12 20
Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2224 8.8309661 1.601236e+04 21.694175 28.9636125 1982-1999 –> 2000-2009 17.4999569 8.6689907 29623.384205 34.757495 7 18
Pacific (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate 2224 8.8329094 1.601334e+04 96.854683 28.9198712 1982-1999 –> 2000-2009 17.5042114 8.6713020 29625.375867 195.004140 8 21
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2294 8.2306312 1.619496e+04 35.572417 35.1081870 2000-2009 –> 2010-2019 15.3915450 7.1609137 31276.902690 82.948617 2 3
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2294 8.2293510 1.619425e+04 17.589744 34.5541075 2000-2009 –> 2010-2019 15.4249047 7.1955537 31297.653727 39.358916 1 3
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2294 8.2511084 1.620636e+04 73.893034 33.9886069 2000-2009 –> 2010-2019 15.5279247 7.2768162 31359.719548 173.942222 3 6
Pacific (26,26.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 2294 8.3593483 1.626616e+04 363.111747 34.0368373 2000-2009 –> 2010-2019 15.8750630 7.5157148 31563.196947 984.966241 4 8
Pacific (26,26.5] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 2294 9.8384556 1.701163e+04 17.455815 42.0183956 2000-2009 –> 2010-2019 18.5093778 8.6709222 32942.636706 38.956160 5 10
Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2294 9.9067298 1.704336e+04 17.580610 41.6272887 2000-2009 –> 2010-2019 18.6745447 8.7678149 33023.793521 39.254896 6 12
Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 2294 10.0197615 1.709541e+04 70.931248 50.5705151 2000-2009 –> 2010-2019 18.8642531 8.8444916 33114.574094 170.741080 8 17
Pacific (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2294 10.0536070 1.711088e+04 16.934648 50.5252556 2000-2009 –> 2010-2019 18.8845731 8.8309661 33123.238332 38.628822 10 17
Pacific (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 2294 10.0738386 1.712010e+04 16.794240 50.4944856 2000-2009 –> 2010-2019 18.9067480 8.8329094 33133.440521 38.299196 11 19
Pacific (26,26.5] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 2294 10.0168863 1.709409e+04 311.088018 50.3201656 2000-2009 –> 2010-2019 18.9191343 8.9022480 33142.209304 801.908539 7 17
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1467 7.2266311 9.979952e+03 81.606573 35.5732483 1982-1999 –> 2000-2009 14.4149721 7.1883410 19408.474989 118.590608 1 2
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1467 7.2334495 9.982719e+03 64.447505 35.8725703 1982-1999 –> 2000-2009 14.4287493 7.1952997 19413.928005 98.352756 2 4
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1467 7.2476100 9.988457e+03 340.198971 36.5046286 1982-1999 –> 2000-2009 14.4610725 7.2134625 19426.664601 673.496249 3 6
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1467 7.2824023 1.000051e+04 14.272719 39.0354405 1982-1999 –> 2000-2009 14.5856436 7.3032413 19471.052475 22.436288 7 11
Pacific (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1467 7.2725971 9.996555e+03 127.543736 37.9670184 1982-1999 –> 2000-2009 14.5891095 7.3165124 19472.139257 254.574546 4 12
Pacific (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1467 7.2770148 9.998336e+03 11.492902 38.3403738 1982-1999 –> 2000-2009 14.6112879 7.3342730 19480.651470 20.732341 5 15
Pacific (26.5,26.75] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1467 7.2779411 9.998710e+03 17.248340 38.4307339 1982-1999 –> 2000-2009 14.6125904 7.3346493 19481.167303 30.150795 6 17
Pacific (26.5,26.75] 3 cstar_tref ~ sal + nitrate + phosphate_star 1467 7.2832178 9.998836e+03 6.528027 38.9875458 1982-1999 –> 2000-2009 14.6178711 7.3346533 19479.295296 8.813857 8 20
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1467 7.3107313 1.001190e+04 37.468177 39.1459531 1982-1999 –> 2000-2009 14.6199066 7.3091754 19484.698436 55.866806 19 24
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1467 7.3106064 1.001185e+04 32.082242 39.1964584 1982-1999 –> 2000-2009 14.6205380 7.3099316 19484.935534 48.269612 18 24
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1610 11.4044785 1.242048e+04 56.031419 37.3898566 2000-2009 –> 2010-2019 18.6311096 7.2266311 22400.433350 137.637992 1 2
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1610 11.4189749 1.242457e+04 44.853550 37.0011481 2000-2009 –> 2010-2019 18.6524245 7.2334495 22407.290718 109.301055 2 4
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1610 11.4425795 1.243122e+04 257.177857 36.3636757 2000-2009 –> 2010-2019 18.6901895 7.2476100 22419.678110 597.376828 3 6
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1610 11.5049145 1.244672e+04 13.887930 37.5386185 2000-2009 –> 2010-2019 18.7972240 7.2923095 22451.211719 30.855954 4 17
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 1610 11.5083186 1.244767e+04 12.582552 37.5542363 2000-2009 –> 2010-2019 18.8005986 7.2922800 22452.152443 28.056953 5 17
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1610 11.5225067 1.245164e+04 11.278668 37.7333624 2000-2009 –> 2010-2019 18.8137369 7.2912302 22455.697366 25.101152 6 16
Pacific (26.5,26.75] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1610 11.5358705 1.245537e+04 486.615860 37.1110964 2000-2009 –> 2010-2019 18.8255367 7.2896661 22458.800337 1073.210553 7 16
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1610 11.5450559 1.245793e+04 12.290741 37.8196422 2000-2009 –> 2010-2019 18.8274582 7.2824023 22458.438144 26.563460 8 15
Pacific (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1610 11.5563770 1.246109e+04 111.872443 36.0054367 2000-2009 –> 2010-2019 18.8289741 7.2725971 22457.641087 239.416179 11 15
Pacific (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1610 11.5558163 1.246093e+04 9.887944 36.3948469 2000-2009 –> 2010-2019 18.8328312 7.2770148 22459.266575 21.380847 10 15
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1822 4.9742018 1.103055e+04 31.763347 22.8751310 1982-1999 –> 2000-2009 9.3472624 4.3730606 18703.140161 55.853434 1 2
Pacific (26.75,27] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1822 4.9746498 1.102888e+04 7.608780 22.9741734 1982-1999 –> 2000-2009 9.3480686 4.3734188 18699.685047 16.170940 2 4
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1822 4.9774640 1.103294e+04 27.131544 22.8515358 1982-1999 –> 2000-2009 9.3513361 4.3738721 18706.020169 48.199871 5 8
Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1822 4.9779775 1.103132e+04 7.593065 22.9579511 1982-1999 –> 2000-2009 9.3520259 4.3740484 18702.502735 15.707355 6 10
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1822 4.9835343 1.103738e+04 138.002705 22.8121654 1982-1999 –> 2000-2009 9.3589603 4.3754261 18711.401431 288.678236 9 14
Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1822 4.9841090 1.103580e+04 60.479835 22.9257164 1982-1999 –> 2000-2009 9.3595594 4.3754504 18707.836361 138.302978 10 16
Pacific (26.75,27] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 1822 5.0059848 1.105176e+04 285.684547 22.8259902 1982-1999 –> 2000-2009 9.3902454 4.3842606 18729.117780 659.726772 13 20
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1822 4.9773299 1.103084e+04 16.260385 22.8177209 1982-1999 –> 2000-2009 9.4708841 4.4935541 18773.351514 28.770248 3 13
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1822 4.9801179 1.103288e+04 14.950513 22.7997575 1982-1999 –> 2000-2009 9.4729368 4.4928189 18774.959088 26.587288 7 16
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 1822 4.9854998 1.103682e+04 88.852317 22.7684787 1982-1999 –> 2000-2009 9.4773499 4.4918500 18778.324309 165.555475 11 19
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2324 5.7891448 1.477104e+04 19.392013 23.4762860 2000-2009 –> 2010-2019 10.7633465 4.9742018 25801.595932 51.155360 1 2
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 2324 5.7916111 1.477102e+04 8.737376 23.0815420 2000-2009 –> 2010-2019 10.7689410 4.9773299 25801.866561 24.997760 2 5
Pacific (26.75,27] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 2324 5.7953592 1.477403e+04 7.635090 23.1486623 2000-2009 –> 2010-2019 10.7700089 4.9746498 25802.910877 15.243870 4 6
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2324 5.7935428 1.477457e+04 16.675936 23.4610894 2000-2009 –> 2010-2019 10.7710069 4.9774640 25807.514804 43.807480 3 8
Pacific (26.75,27] 3 cstar_tref ~ temp + oxygen + phosphate_star 2324 5.7955062 1.477215e+04 2.975973 23.0664182 2000-2009 –> 2010-2019 10.7729105 4.9774043 25801.045947 7.843517 5 9
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2324 5.7957009 1.477430e+04 8.316010 23.0917553 2000-2009 –> 2010-2019 10.7758188 4.9801179 25807.188228 23.266523 6 13
Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2324 5.8007569 1.477836e+04 7.524268 23.1053959 2000-2009 –> 2010-2019 10.7787344 4.9779775 25809.674770 15.117333 7 13
Pacific (26.75,27] 3 cstar_tref ~ temp + aou + phosphate_star 2324 5.8007778 1.477637e+04 2.965755 23.0744995 2000-2009 –> 2010-2019 10.7809144 4.9801367 25807.271665 7.796808 8 16
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2324 5.8026957 1.478191e+04 85.179591 23.4188380 2000-2009 –> 2010-2019 10.7862300 4.9835343 25819.293436 223.182297 9 18
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 2324 5.8043990 1.478127e+04 46.638735 23.0911553 2000-2009 –> 2010-2019 10.7898988 4.9854998 25818.094510 135.491052 10 21
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 2305 2.9959616 1.161370e+04 154.924370 14.8961255 1982-1999 –> 2000-2009 5.6260948 2.6301332 20007.236641 280.360208 1 2
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2305 2.9972729 1.161572e+04 20.173216 14.8927275 1982-1999 –> 2000-2009 5.6280105 2.6307376 20010.060918 30.022392 3 5
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2305 2.9979441 1.161675e+04 156.302893 14.8850708 1982-1999 –> 2000-2009 5.6290289 2.6310848 20011.556681 277.891836 4 7
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 2305 3.0019241 1.162087e+04 11.669071 14.7714025 1982-1999 –> 2000-2009 5.6440349 2.6421108 20028.359545 15.063179 7 11
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 2305 3.0030542 1.162260e+04 11.669684 14.7699824 1982-1999 –> 2000-2009 5.6457192 2.6426650 20030.831365 14.956357 8 13
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + phosphate 2305 2.9971057 1.161346e+04 56.748302 14.9804266 1982-1999 –> 2000-2009 5.6496039 2.6524982 20034.734358 95.199467 2 9
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2305 2.9985413 1.161567e+04 4.952798 14.9814596 1982-1999 –> 2000-2009 5.6515147 2.6529734 20037.571219 8.579591 5 15
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 2305 2.9994359 1.161704e+04 56.676280 14.9812024 1982-1999 –> 2000-2009 5.6523899 2.6529541 20038.920713 95.173302 6 15
Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + nitrate 2305 3.0151426 1.164112e+04 522.611815 14.7866402 1982-1999 –> 2000-2009 5.6643290 2.6491864 20058.007056 886.505261 11 17
Pacific (27,27.25] 3 cstar_tref ~ sal + temp + oxygen 2305 3.0140793 1.163749e+04 1.713313 14.9811315 1982-1999 –> 2000-2009 5.6666665 2.6525872 20056.886572 3.798280 9 17
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 2942 3.4800142 1.570060e+04 111.034824 14.3776316 2000-2009 –> 2010-2019 6.4759758 2.9959616 27314.295849 265.959194 1 2
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2942 3.4812188 1.570263e+04 16.552065 14.3789285 2000-2009 –> 2010-2019 6.4784917 2.9972729 27318.349494 36.725281 2 5
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2942 3.4824460 1.570271e+04 3.898749 14.2752016 2000-2009 –> 2010-2019 6.4795516 2.9971057 27316.166066 8.778244 3 5
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2942 3.4829725 1.570560e+04 109.840545 14.3778615 2000-2009 –> 2010-2019 6.4809166 2.9979441 27322.345016 266.143438 4 8
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2942 3.4835677 1.570460e+04 4.025138 14.2780908 2000-2009 –> 2010-2019 6.4821090 2.9985413 27320.268782 8.977936 5 10
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 2942 3.4851839 1.570733e+04 37.494079 14.2797398 2000-2009 –> 2010-2019 6.4846198 2.9994359 27324.373157 94.170359 6 12
Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 2942 3.4958109 1.572524e+04 582.864410 14.3141621 2000-2009 –> 2010-2019 6.5108457 3.0150348 27366.200028 1330.465694 7 17
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 2942 3.6112155 1.591635e+04 9.647037 14.6364806 2000-2009 –> 2010-2019 6.6131396 3.0019241 27537.216694 21.316109 8 15
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 2942 3.6120979 1.591779e+04 9.647186 14.6365014 2000-2009 –> 2010-2019 6.6151521 3.0030542 27540.389495 21.316869 9 17
Pacific (27,27.25] 4 cstar_tref ~ sal + oxygen + aou + nitrate 2942 3.6176895 1.592689e+04 429.096603 14.6536708 2000-2009 –> 2010-2019 6.6328320 3.0151426 27568.010552 951.708417 12 23
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3200 1.4753555 1.158416e+04 187.425824 6.7354752 1982-1999 –> 2000-2009 2.8773883 1.4020328 19511.065055 281.365094 1 2
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3200 1.4768948 1.159083e+04 37.190884 6.7290478 1982-1999 –> 2000-2009 2.8795256 1.4026308 19519.659787 45.284245 2 5
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 3200 1.4776279 1.159401e+04 37.239818 6.7273543 1982-1999 –> 2000-2009 2.8805224 1.4028945 19523.682489 45.337121 3 7
Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 3200 1.4962777 1.167228e+04 8.626753 6.4096533 1982-1999 –> 2000-2009 2.9032360 1.4069583 19612.982182 11.278470 5 14
Pacific (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 3200 1.5030729 1.170128e+04 24.084527 6.3759260 1982-1999 –> 2000-2009 2.9072425 1.4041696 19633.045400 45.916715 6 14
Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 3200 1.4817286 1.160975e+04 39.611285 6.5615857 1982-1999 –> 2000-2009 2.9095765 1.4278479 19616.828055 74.810721 4 15
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate 3200 1.5217851 1.178046e+04 41.915362 6.5231077 1982-1999 –> 2000-2009 2.9243300 1.4025449 19707.014502 67.177641 7 9
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3200 1.5227142 1.178437e+04 2.426520 6.5180753 1982-1999 –> 2000-2009 2.9258297 1.4031155 19712.752695 4.446584 8 13
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate 3200 1.5230138 1.178563e+04 41.858837 6.5177316 1982-1999 –> 2000-2009 2.9263859 1.4033721 19714.835523 67.088773 9 15
Pacific (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + phosphate 3200 1.5238989 1.178935e+04 402.854670 6.5333858 1982-1999 –> 2000-2009 2.9278121 1.4039132 19720.290025 715.083854 10 17
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3879 1.5798859 1.457027e+04 165.805066 6.9483487 2000-2009 –> 2010-2019 3.0552414 1.4753555 26154.426736 353.230890 1 2
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3879 1.5803121 1.457236e+04 30.717942 6.9444482 2000-2009 –> 2010-2019 3.0572069 1.4768948 26163.193370 67.908826 2 4
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3879 1.5805572 1.457356e+04 30.766985 6.9428473 2000-2009 –> 2010-2019 3.0581852 1.4776279 26167.572845 68.006803 4 7
Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 3879 1.5817168 1.457725e+04 31.442906 7.0419944 2000-2009 –> 2010-2019 3.0634454 1.4817286 26186.998776 71.054190 6 10
Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 3879 1.5803341 1.457047e+04 6.711266 6.9527540 2000-2009 –> 2010-2019 3.0766118 1.4962777 26242.749291 15.338020 3 8
Pacific (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 3879 1.5806911 1.457222e+04 5.833693 6.9228200 2000-2009 –> 2010-2019 3.0837640 1.5030729 26273.500835 13.144681 5 11
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate 3879 1.5869113 1.460269e+04 31.840177 6.8912615 2000-2009 –> 2010-2019 3.1086964 1.5217851 26383.153054 73.755539 7 14
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3879 1.5871684 1.460395e+04 2.488357 6.8885332 2000-2009 –> 2010-2019 3.1098826 1.5227142 26388.315971 4.914876 8 16
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 3879 1.5873155 1.460466e+04 2.489012 6.8876800 2000-2009 –> 2010-2019 3.1103293 1.5230138 26390.294289 4.915958 9 18
Pacific (27.25,27.5] 4 cstar_tref ~ sal + oxygen + aou + phosphate 3879 1.5883746 1.460984e+04 333.699101 6.8933526 2000-2009 –> 2010-2019 3.1122735 1.5238989 26399.187232 736.553772 10 20
Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 3301 0.9363634 8.947740e+03 801.056523 3.5807265 1982-1999 –> 2000-2009 1.8622153 0.9258519 15579.978713 1227.801149 4 5
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3301 0.9357434 8.943367e+03 168.877353 3.5855951 1982-1999 –> 2000-2009 1.8633666 0.9276232 15585.032430 256.615754 3 5
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3301 0.9356542 8.942738e+03 49.861483 3.5865808 1982-1999 –> 2000-2009 1.8637653 0.9281111 15586.996453 62.162121 2 5
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3301 0.9355976 8.942338e+03 50.191169 3.5873168 1982-1999 –> 2000-2009 1.8640557 0.9284581 15588.440695 62.534487 1 5
Pacific (27.5,27.75] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 3301 0.9608732 9.116327e+03 733.208688 3.9190014 1982-1999 –> 2000-2009 1.9078359 0.9469628 15857.760579 1114.191823 5 10
Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 3301 0.9744748 9.209127e+03 122.298247 4.1056687 1982-1999 –> 2000-2009 1.9365137 0.9620389 16028.461347 187.115253 6 12
Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 3301 0.9785698 9.236812e+03 46.006031 4.1525373 1982-1999 –> 2000-2009 1.9452790 0.9667092 16080.031165 57.315018 8 15
Pacific (27.5,27.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 3301 0.9813235 9.255364e+03 46.621423 4.1832202 1982-1999 –> 2000-2009 1.9509586 0.9696351 16113.488091 58.010933 10 18
Pacific (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 3301 0.9772370 9.227814e+03 198.537068 3.5504418 1982-1999 –> 2000-2009 1.9878069 1.0105699 16289.875883 327.450942 7 16
Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 3301 0.9809003 9.252516e+03 58.620706 3.5514450 1982-1999 –> 2000-2009 1.9986183 1.0177180 16349.341175 93.831026 9 19
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 4280 0.8509278 1.077829e+04 183.395986 3.8199250 2000-2009 –> 2010-2019 1.7865254 0.9355976 19720.628230 357.290231 1 2
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4280 0.8510240 1.077926e+04 49.260470 3.8196601 2000-2009 –> 2010-2019 1.7866782 0.9356542 19721.995361 99.121953 2 4
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4280 0.8511605 1.078063e+04 175.416098 3.8191396 2000-2009 –> 2010-2019 1.7869039 0.9357434 19723.997506 344.293451 3 6
Pacific (27.5,27.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 4280 0.8520310 1.078938e+04 886.477276 3.8174841 2000-2009 –> 2010-2019 1.7883944 0.9363634 19737.120360 1687.533799 4 8
Pacific (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + phosphate 4280 0.8659359 1.092595e+04 198.829294 3.7307256 2000-2009 –> 2010-2019 1.8431729 0.9772370 20153.763667 387.619971 5 12
Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 4280 0.8678343 1.094470e+04 53.070818 3.7237898 2000-2009 –> 2010-2019 1.8487346 0.9809003 20197.211513 111.691524 6 15
Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 4280 0.8682139 1.094844e+04 2.741979 3.7218530 2000-2009 –> 2010-2019 1.8498862 0.9816723 20206.149037 5.237547 7 18
Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 4280 0.8684640 1.095090e+04 2.148855 3.7210068 2000-2009 –> 2010-2019 1.8505691 0.9821052 20211.524750 4.181247 8 20
Pacific (27.5,27.75] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 4280 0.9415060 1.164216e+04 824.413574 4.8288974 2000-2009 –> 2010-2019 1.9023791 0.9608732 20758.490783 1557.622262 9 14
Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 4280 0.9664037 1.186559e+04 140.317690 4.9680486 2000-2009 –> 2010-2019 1.9408785 0.9744748 21074.714704 262.615937 10 16
Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1790 0.5999693 3.264861e+03 678.277256 2.7965391 1982-1999 –> 2000-2009 1.2612116 0.6612424 5506.613778 1174.307495 1 5
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1790 0.6002693 3.266651e+03 504.678823 2.8017867 1982-1999 –> 2000-2009 1.2613820 0.6611127 5507.969280 671.670027 2 5
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1790 0.6004410 3.267675e+03 508.614124 2.8052112 1982-1999 –> 2000-2009 1.2614953 0.6610543 5508.797163 638.511448 3 5
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1790 0.6004731 3.267866e+03 487.763672 2.8055749 1982-1999 –> 2000-2009 1.2615140 0.6610409 5508.943449 620.110807 4 5
Pacific (27.75,27.85] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 1790 0.6009289 3.268582e+03 473.131769 2.8253836 1982-1999 –> 2000-2009 1.2634748 0.6625460 5512.699610 899.244811 5 13
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 1790 0.6011469 3.269881e+03 159.463524 2.8296209 1982-1999 –> 2000-2009 1.2634935 0.6623466 5513.331313 263.148149 6 13
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1790 0.6012658 3.270589e+03 1.926701 2.8319799 1982-1999 –> 2000-2009 1.2635234 0.6622576 5513.741490 3.834805 7 13
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1790 0.6012991 3.270787e+03 1.926724 2.8325888 1982-1999 –> 2000-2009 1.2635308 0.6622317 5513.853281 3.834824 8 13
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1790 0.6058945 3.298043e+03 1.883962 2.7339767 1982-1999 –> 2000-2009 1.2961226 0.6902281 5632.866394 3.825337 9 18
Pacific (27.75,27.85] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1790 0.6841330 3.732821e+03 495.423361 2.9898993 1982-1999 –> 2000-2009 1.4340473 0.7499143 6251.432554 619.522858 10 20
Pacific (27.75,27.85] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 2287 0.5256764 3.562825e+03 755.043269 2.2673443 2000-2009 –> 2010-2019 1.1256457 0.5999693 6827.685932 1433.320525 1 2
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2287 0.5263637 3.568801e+03 651.781344 2.2736464 2000-2009 –> 2010-2019 1.1266330 0.6002693 6835.452240 1156.460167 3 5
Pacific (27.75,27.85] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 2287 0.5263296 3.566505e+03 495.578567 2.2932438 2000-2009 –> 2010-2019 1.1272585 0.6009289 6835.087423 968.710336 2 7
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2287 0.5268388 3.572928e+03 689.770103 2.2793252 2000-2009 –> 2010-2019 1.1272798 0.6004410 6840.602523 1198.384227 4 7
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 2287 0.5269228 3.573658e+03 695.382525 2.2795673 2000-2009 –> 2010-2019 1.1273959 0.6004731 6841.523683 1203.090229 5 9
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 2287 0.5269710 3.572076e+03 158.196906 2.2988419 2000-2009 –> 2010-2019 1.1281179 0.6011469 6841.956780 317.660429 6 12
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2287 0.5273888 3.575700e+03 1.802145 2.3030703 2000-2009 –> 2010-2019 1.1286546 0.6012658 6846.289369 3.728847 7 14
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 2287 0.5274936 3.576609e+03 1.802173 2.3040774 2000-2009 –> 2010-2019 1.1287927 0.6012991 6847.396598 3.728898 8 16
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2287 0.5314823 3.611066e+03 1.715799 2.2141533 2000-2009 –> 2010-2019 1.1373768 0.6058945 6909.109708 3.599762 9 18
Pacific (27.75,27.85] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2287 0.6373553 4.441967e+03 648.029556 2.6425984 2000-2009 –> 2010-2019 1.3214883 0.6841330 8174.788840 1124.019114 10 20
Pacific (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2371 0.4665593 3.127447e+03 722.697232 2.5908164 1982-1999 –> 2000-2009 0.9535325 0.4869732 5333.343159 1304.946756 1 2
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2371 0.4676222 3.138238e+03 382.274232 2.5963876 1982-1999 –> 2000-2009 0.9552703 0.4876481 5348.474158 637.026357 2 5
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2371 0.4677555 3.139589e+03 380.842707 2.5975045 1982-1999 –> 2000-2009 0.9554584 0.4877029 5350.177522 634.803402 3 7
Pacific (27.85,27.95] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 2371 0.4716158 3.176564e+03 519.367916 2.7102143 1982-1999 –> 2000-2009 0.9587710 0.4871552 5381.630464 869.583503 4 6
Pacific (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2371 0.4789308 3.249550e+03 380.233510 2.7760157 1982-1999 –> 2000-2009 0.9671223 0.4881915 5461.276644 631.332954 5 10
Pacific (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2371 0.4798989 3.259126e+03 377.270033 2.7864767 1982-1999 –> 2000-2009 0.9682763 0.4883774 5472.045386 626.368399 6 12
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2371 0.4999221 3.452964e+03 4.248671 2.8380929 1982-1999 –> 2000-2009 1.0080123 0.5080902 5789.897309 8.530470 7 14
Pacific (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate_star 2371 0.5056749 3.505220e+03 1.306650 2.9549617 1982-1999 –> 2000-2009 1.0138368 0.5081619 5840.595873 3.016573 8 16
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2371 0.5386895 3.807129e+03 4.045135 2.9158477 1982-1999 –> 2000-2009 1.0961617 0.5574723 6434.753288 7.920878 9 18
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2371 0.5387145 3.807350e+03 3.884934 2.9157006 1982-1999 –> 2000-2009 1.0962400 0.5575255 6435.272851 7.334364 10 20
Pacific (27.85,27.95] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 3280 0.5115423 4.924905e+03 677.668533 3.0414448 2000-2009 –> 2010-2019 0.9781016 0.4665593 8052.352431 1350.305464 1 2
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 3280 0.5134661 4.949529e+03 441.093255 3.0475289 2000-2009 –> 2010-2019 0.9810883 0.4676222 8087.767292 823.367487 2 4
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3280 0.5136886 4.952372e+03 439.537561 3.0490627 2000-2009 –> 2010-2019 0.9814441 0.4677555 8091.961094 820.380268 3 6
Pacific (27.85,27.95] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 3280 0.5150977 4.968342e+03 645.195516 3.1123814 2000-2009 –> 2010-2019 0.9867135 0.4716158 8144.905626 1203.216848 4 8
Pacific (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 3280 0.5223020 5.059456e+03 440.641306 3.1585526 2000-2009 –> 2010-2019 1.0012328 0.4789308 8309.006178 820.874817 5 10
Pacific (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 3280 0.5232566 5.071434e+03 439.519279 3.1674850 2000-2009 –> 2010-2019 1.0031555 0.4798989 8330.560326 816.789312 6 12
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 3280 0.5378326 5.251673e+03 3.610522 3.2356465 2000-2009 –> 2010-2019 1.0377547 0.4999221 8704.636781 7.859194 7 14
Pacific (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate_star 3280 0.5451731 5.338600e+03 1.262866 3.3348979 2000-2009 –> 2010-2019 1.0508480 0.5056749 8843.820115 2.569516 8 16
Pacific (27.85,27.95] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 3280 0.5689367 5.620488e+03 332.927702 3.3146320 2000-2009 –> 2010-2019 1.1080695 0.5391327 9431.518049 691.000827 9 21
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 3280 0.5695085 5.627078e+03 301.485618 3.3177331 2000-2009 –> 2010-2019 1.1082535 0.5387450 9434.696456 594.164170 10 21
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 4480 0.3569094 3.496442e+03 706.843433 3.3357362 1982-1999 –> 2000-2009 0.6901638 0.3332544 5738.263770 1479.952709 1 2
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4480 0.3569359 3.497106e+03 703.660301 3.3320328 1982-1999 –> 2000-2009 0.6902516 0.3333157 5740.208499 1466.801174 2 4
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 4480 0.3570135 3.497053e+03 12.561628 3.3079133 1982-1999 –> 2000-2009 0.6909207 0.3339072 5750.495770 21.988097 3 6
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 4480 0.3638495 3.666994e+03 13.715282 3.5545234 1982-1999 –> 2000-2009 0.7015174 0.3376679 5998.387815 24.069926 4 8
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 4480 0.3640927 3.672982e+03 12.319100 3.5551427 1982-1999 –> 2000-2009 0.7019667 0.3378740 6008.622754 21.602766 5 10
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 4480 0.3643372 3.678996e+03 228.147923 3.5560069 1982-1999 –> 2000-2009 0.7023817 0.3380446 6018.148810 416.523026 6 12
Pacific (27.95,28.05] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 4480 0.3653837 3.704697e+03 444.602286 3.5605695 1982-1999 –> 2000-2009 0.7042192 0.3388355 6060.114761 813.535237 7 14
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + nitrate 4480 0.3763348 3.969296e+03 117.564594 3.6890269 1982-1999 –> 2000-2009 0.7229011 0.3465663 6481.726662 223.423290 8 16
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 4480 0.3766847 3.977623e+03 114.680769 3.6897344 1982-1999 –> 2000-2009 0.7235324 0.3468476 6495.701735 217.372401 9 18
Pacific (27.95,28.05] 4 cstar_tref ~ sal + oxygen + aou + nitrate 4480 0.3776723 4.001083e+03 303.086644 3.6945275 1982-1999 –> 2000-2009 0.7252475 0.3475752 6533.745811 568.736446 10 20
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 5367 0.3802915 4.867069e+03 799.799285 2.9098077 2000-2009 –> 2010-2019 0.7372274 0.3569359 8364.174799 1503.459585 1 3
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 5367 0.3804743 4.872229e+03 869.796893 2.9139334 2000-2009 –> 2010-2019 0.7373838 0.3569094 8368.670998 1637.006267 2 3
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 5367 0.3874341 5.064805e+03 18.098320 3.1457286 2000-2009 –> 2010-2019 0.7444476 0.3570135 8561.857572 30.659948 4 7
Pacific (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 5367 0.3874024 5.063926e+03 596.943089 2.7300154 2000-2009 –> 2010-2019 0.7667840 0.3793816 9105.469899 1114.627045 3 14
Pacific (27.95,28.05] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 5367 0.3881412 5.084379e+03 606.341692 2.7303528 2000-2009 –> 2010-2019 0.7682410 0.3800997 9142.866661 1133.312396 5 17
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 5367 0.4119873 5.724375e+03 18.103866 3.3972436 2000-2009 –> 2010-2019 0.7758368 0.3638495 9391.369724 30.739995 6 10
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 5367 0.4121479 5.728557e+03 17.581439 3.3981525 2000-2009 –> 2010-2019 0.7762406 0.3640927 9401.539416 29.900539 7 12
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 5367 0.4123984 5.735080e+03 507.897344 3.3999230 2000-2009 –> 2010-2019 0.7767356 0.3643372 9414.076609 736.045267 8 14
Pacific (27.95,28.05] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 5367 0.4130995 5.753312e+03 810.258015 3.4053267 2000-2009 –> 2010-2019 0.7784832 0.3653837 9458.009376 1254.860301 9 16
Pacific (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate_star 5367 0.4163918 5.836522e+03 4.331465 3.0563931 2000-2009 –> 2010-2019 0.8066102 0.3902184 10128.414595 7.002084 10 23
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2648 0.2311869 -2.294470e+02 45.252421 1.0030438 1982-1999 –> 2000-2009 0.4772842 0.2460974 -145.881334 83.742924 1 2
Pacific (28.05,28.1] 3 cstar_tref ~ temp + nitrate + phosphate_star 2648 0.2446849 6.907410e+01 2.819969 1.2356915 1982-1999 –> 2000-2009 0.4962135 0.2515287 243.022594 5.256488 7 9
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate 2648 0.2392597 -4.767149e+01 139.229948 0.9508169 1982-1999 –> 2000-2009 0.4989375 0.2596778 263.212861 267.651524 2 5
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2648 0.2393168 -4.640609e+01 50.123547 0.9514857 1982-1999 –> 2000-2009 0.4990732 0.2597564 265.758810 90.411463 3 7
Pacific (28.05,28.1] 4 cstar_tref ~ sal + oxygen + aou + phosphate 2648 0.2394248 -4.401741e+01 652.615461 0.9525635 1982-1999 –> 2000-2009 0.4993061 0.2598813 270.182199 1170.090699 4 9
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 2648 0.2394663 -4.310093e+01 139.247579 0.9515990 1982-1999 –> 2000-2009 0.4993835 0.2599172 271.683725 267.673513 5 11
Pacific (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate 2648 0.2419356 9.230446e+00 134.626628 0.9954927 1982-1999 –> 2000-2009 0.5031636 0.2612281 343.304725 258.809780 6 13
Pacific (28.05,28.1] 3 cstar_tref ~ aou + phosphate + phosphate_star 2648 0.2511924 2.080824e+02 654.571951 1.1507100 1982-1999 –> 2000-2009 0.5178894 0.2666970 629.841245 1200.906282 8 19
Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate 2648 0.2511957 2.081521e+02 54.497116 1.1510022 1982-1999 –> 2000-2009 0.5178924 0.2666967 629.906448 105.803136 9 19
Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate_star 2648 0.2512484 2.092641e+02 2.203977 1.1526855 1982-1999 –> 2000-2009 0.5179346 0.2666862 630.851465 4.116484 10 19
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 4273 0.2141076 -1.033502e+03 53.086436 1.2083017 2000-2009 –> 2010-2019 0.4452944 0.2311869 -1262.949225 98.338857 1 2
Pacific (28.05,28.1] 3 cstar_tref ~ temp + nitrate + phosphate_star 4273 0.2156980 -9.722561e+02 2.094648 1.2697428 2000-2009 –> 2010-2019 0.4603829 0.2446849 -903.181982 4.914618 2 9
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate 4273 0.2279306 -4.988413e+02 137.414064 1.1214163 2000-2009 –> 2010-2019 0.4671903 0.2392597 -546.512752 276.644012 3 5
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 4273 0.2280259 -4.952707e+02 54.382758 1.1216987 2000-2009 –> 2010-2019 0.4673427 0.2393168 -541.676799 104.506305 4 7
Pacific (28.05,28.1] 4 cstar_tref ~ sal + oxygen + aou + phosphate 4273 0.2282093 -4.883987e+02 630.008541 1.1215590 2000-2009 –> 2010-2019 0.4676341 0.2394248 -532.416084 1282.624003 5 9
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 4273 0.2282173 -4.880994e+02 137.450347 1.1222053 2000-2009 –> 2010-2019 0.4676835 0.2394663 -531.200325 276.697926 6 11
Pacific (28.05,28.1] 3 cstar_tref ~ sal + aou + phosphate 4273 0.2282508 -4.888459e+02 133.250360 1.1276690 2000-2009 –> 2010-2019 0.4701863 0.2419356 -479.615500 267.876988 7 13
Pacific (28.05,28.1] 3 cstar_tref ~ temp + phosphate + phosphate_star 4273 0.2317882 -3.574169e+02 2.049987 1.1853258 2000-2009 –> 2010-2019 0.4830743 0.2512862 -147.356972 4.763431 8 19
Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate_star 4273 0.2318625 -3.546753e+02 1.833631 1.1847341 2000-2009 –> 2010-2019 0.4831110 0.2512484 -145.411154 4.037608 9 19
Pacific (28.05,28.1] 3 cstar_tref ~ temp + aou + phosphate 4273 0.2319640 -3.509372e+02 75.783592 1.1846211 2000-2009 –> 2010-2019 0.4831596 0.2511957 -142.785126 130.280709 10 19
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 3112 0.0836399 -6.599732e+03 54.583846 0.6810084 1982-1999 –> 2000-2009 0.1812480 0.0976081 -10493.327928 100.222646 6 7
Pacific (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 3112 0.0836925 -6.595815e+03 324.990321 0.6802323 1982-1999 –> 2000-2009 0.1813335 0.0976410 -10487.964553 641.967624 7 9
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 3112 0.0836938 -6.595721e+03 54.631796 0.6802265 1982-1999 –> 2000-2009 0.1813355 0.0976417 -10487.840308 100.312644 8 11
Pacific (28.1,28.2] 3 cstar_tref ~ sal + oxygen + nitrate 3112 0.0838332 -6.587361e+03 54.580860 0.6827381 1982-1999 –> 2000-2009 0.1815457 0.0977125 -10478.361124 100.083643 9 13
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 3112 0.0830989 -6.640122e+03 64.333959 0.6834361 1982-1999 –> 2000-2009 0.1855369 0.1024380 -10325.944365 117.535306 1 6
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3112 0.0831231 -6.638308e+03 6.870571 0.6827308 1982-1999 –> 2000-2009 0.1855840 0.1024609 -10323.168593 15.808960 2 8
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 3112 0.0831264 -6.638064e+03 7.268451 0.6826456 1982-1999 –> 2000-2009 0.1855905 0.1024642 -10322.788134 17.158895 3 10
Pacific (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate 3112 0.0831271 -6.638005e+03 333.887544 0.6826190 1982-1999 –> 2000-2009 0.1855924 0.1024653 -10322.681819 657.469223 4 12
Pacific (28.1,28.2] 3 cstar_tref ~ sal + phosphate + phosphate_star 3112 0.0833284 -6.624954e+03 6.803019 0.6793531 1982-1999 –> 2000-2009 0.1861064 0.1027780 -10298.521119 15.582461 5 14
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 3112 0.0840538 -6.569010e+03 7.746807 0.6825116 1982-1999 –> 2000-2009 0.1880190 0.1039652 -10191.168246 18.014824 10 20
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 3684 0.0738666 -8.730541e+03 70.610622 0.6532835 2000-2009 –> 2010-2019 0.1569655 0.0830989 -15370.663088 134.944581 1 2
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3684 0.0738851 -8.728702e+03 6.891796 0.6522659 2000-2009 –> 2010-2019 0.1570082 0.0831231 -15367.010437 13.762367 2 4
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 3684 0.0738874 -8.728474e+03 7.119411 0.6521546 2000-2009 –> 2010-2019 0.1570137 0.0831264 -15366.538084 14.387863 3 6
Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 3684 0.0738879 -8.728421e+03 237.262836 0.6521205 2000-2009 –> 2010-2019 0.1570150 0.0831271 -15366.426123 572.650126 4 8
Pacific (28.1,28.2] 3 cstar_tref ~ sal + phosphate + phosphate_star 3684 0.0740798 -8.711308e+03 6.718515 0.6459228 2000-2009 –> 2010-2019 0.1574082 0.0833284 -15336.261695 13.521534 5 10
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 3684 0.0742006 -8.697309e+03 7.558017 0.6531864 2000-2009 –> 2010-2019 0.1582543 0.0840538 -15266.318557 15.304824 6 16
Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 3684 0.0742961 -8.687825e+03 231.987316 0.6518288 2000-2009 –> 2010-2019 0.1586016 0.0843055 -15238.220099 569.038923 7 18
Pacific (28.1,28.2] 3 cstar_tref ~ sal + nitrate + phosphate_star 3684 0.0744539 -8.674192e+03 6.270877 0.6460156 2000-2009 –> 2010-2019 0.1588358 0.0843819 -15220.949339 12.590315 8 20
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 3684 0.0764063 -8.481475e+03 59.381819 0.6404734 2000-2009 –> 2010-2019 0.1600462 0.0836399 -15081.206668 113.965665 9 15
Pacific (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 3684 0.0764520 -8.477067e+03 268.297037 0.6394721 2000-2009 –> 2010-2019 0.1601445 0.0836925 -15072.882358 593.287358 10 17
SO (-Inf,26] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 17 0.6291956 4.449126e+01 46.927521 1.9045974 1982-1999 –> 2000-2009 1.9170124 1.2878169 126.710516 180.517617 4 5
SO (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 17 0.3076809 2.016838e+01 187.083182 0.9338116 1982-1999 –> 2000-2009 2.1059181 1.7982371 116.409685 371.433299 1 7
SO (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 17 0.6753057 4.689586e+01 41.596810 2.0045361 1982-1999 –> 2000-2009 2.1084597 1.4331541 133.606135 97.324674 5 7
SO (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 17 0.6794700 4.710488e+01 40.429249 1.8850349 1982-1999 –> 2000-2009 2.1168260 1.4373560 133.938117 111.148351 6 9
SO (-Inf,26] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 17 0.4076968 2.973804e+01 409.214422 0.8698541 1982-1999 –> 2000-2009 2.2177433 1.8100465 126.254264 564.659344 2 9
SO (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 17 0.7286650 4.948151e+01 34.496685 2.0716703 1982-1999 –> 2000-2009 2.3131217 1.5844567 140.407074 104.575448 8 12
SO (-Inf,26] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 17 0.7420685 5.010124e+01 34.813805 2.0990569 1982-1999 –> 2000-2009 2.3651352 1.6230667 142.037992 106.620997 9 14
SO (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate 17 0.5405673 3.932928e+01 321.705482 1.2380890 1982-1999 –> 2000-2009 2.3871412 1.8465739 136.684645 472.755984 3 11
SO (-Inf,26] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 17 0.7225510 4.919502e+01 330.290148 1.6531763 1982-1999 –> 2000-2009 2.6059843 1.8834333 147.380487 483.793862 7 16
SO (-Inf,26] 4 cstar_tref ~ sal + oxygen + aou + nitrate 17 0.8860141 5.612915e+01 38.111110 2.7765679 1982-1999 –> 2000-2009 2.9891068 2.1030927 158.947743 134.889323 10 20
SO (-Inf,26] 3 cstar_tref ~ temp + nitrate + phosphate_star 9 0.4314970 2.041199e+01 7.012451 0.9673818 2000-2009 –> 2010-2019 1.7299968 1.2984998 87.537026 16.120095 1 3
SO (-Inf,26] 3 cstar_tref ~ temp + oxygen + phosphate 9 0.4615835 2.162523e+01 17.890507 1.0568607 2000-2009 –> 2010-2019 1.9791259 1.5175424 94.050276 28.111786 4 7
SO (-Inf,26] 3 cstar_tref ~ temp + aou + phosphate_star 9 0.4600158 2.156399e+01 4.768770 1.0558534 2000-2009 –> 2010-2019 2.0862108 1.6261950 96.340163 9.288995 3 7
SO (-Inf,26] 3 cstar_tref ~ sal + temp + phosphate_star 9 1.0010930 3.556056e+01 646.318338 1.9918864 2000-2009 –> 2010-2019 2.1463356 1.1452426 98.415428 666.122698 25 26
SO (-Inf,26] 3 cstar_tref ~ temp + aou + phosphate 9 0.4582600 2.149516e+01 24.744393 1.0544750 2000-2009 –> 2010-2019 2.3814192 1.9231592 101.974026 31.277041 2 7
SO (-Inf,26] 3 cstar_tref ~ aou + phosphate + phosphate_star 9 0.4700559 2.195263e+01 8.401004 1.0525557 2000-2009 –> 2010-2019 2.5888391 2.1187832 105.725163 11.972525 5 11
SO (-Inf,26] 3 cstar_tref ~ temp + oxygen + nitrate 9 0.5702868 2.543181e+01 20.294976 1.3538522 2000-2009 –> 2010-2019 2.8880707 2.3177839 112.256510 36.129435 8 15
SO (-Inf,26] 3 cstar_tref ~ temp + aou + nitrate 9 0.5593704 2.508391e+01 26.034645 1.3346870 2000-2009 –> 2010-2019 3.3324008 2.7730304 118.005808 35.862612 7 16
SO (-Inf,26] 3 cstar_tref ~ oxygen + aou + nitrate 9 0.5574050 2.502056e+01 19.075619 1.3078993 2000-2009 –> 2010-2019 3.5020203 2.9446153 119.983724 26.027617 6 16
SO (-Inf,26] 3 cstar_tref ~ sal + aou + phosphate 9 0.6261835 2.711488e+01 39.078380 1.2888677 2000-2009 –> 2010-2019 3.8452004 3.2190169 125.107376 43.933839 10 22
SO (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 176 2.4594257 8.302410e+02 565.715230 8.0606129 1982-1999 –> 2000-2009 4.2489108 1.7894851 1428.493981 1178.006144 1 2
SO (26,26.5] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 176 2.4929997 8.330137e+02 380.643386 7.9594521 1982-1999 –> 2000-2009 4.4019779 1.9089782 1448.141625 674.134922 2 4
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 176 2.5619577 8.446180e+02 168.800366 8.3053711 1982-1999 –> 2000-2009 4.5328451 1.9708875 1471.065356 429.852031 3 6
SO (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 176 2.5898039 8.464233e+02 21.276650 8.2081111 1982-1999 –> 2000-2009 4.6029534 2.0131494 1477.065848 41.517209 4 8
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 176 2.6843022 8.610385e+02 148.699057 8.3972754 1982-1999 –> 2000-2009 4.7498283 2.0655261 1501.180944 392.046968 7 12
SO (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 176 2.6917577 8.600148e+02 26.088808 8.3350901 1982-1999 –> 2000-2009 4.8159324 2.1241746 1506.332778 45.060815 9 16
SO (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 176 2.6949581 8.624331e+02 167.376673 8.4994058 1982-1999 –> 2000-2009 4.8331855 2.1382274 1512.676447 432.800894 10 18
SO (26,26.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 176 2.7197743 8.636596e+02 29.080006 8.4049393 1982-1999 –> 2000-2009 4.8790712 2.1592969 1514.766161 51.467108 16 25
SO (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 176 2.6959409 8.605614e+02 29.092133 8.5352991 1982-1999 –> 2000-2009 4.9679904 2.2720495 1526.530682 52.559880 11 21
SO (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 176 2.6327619 8.522141e+02 151.707360 8.6101355 1982-1999 –> 2000-2009 5.0960217 2.4632597 1541.777979 366.501828 5 19
SO (26,26.5] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 70 1.5588156 2.748011e+02 338.191143 3.8899159 2000-2009 –> 2010-2019 4.0182414 2.4594257 1105.042060 542.729301 1 2
SO (26,26.5] 4 cstar_tref ~ sal + oxygen + aou + phosphate 70 1.6273725 2.788267e+02 190.717276 3.7040391 2000-2009 –> 2010-2019 4.1203722 2.4929997 1111.840416 394.552876 2 4
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 70 1.7453977 2.906289e+02 336.506147 4.0378778 2000-2009 –> 2010-2019 4.3073554 2.5619577 1135.246933 505.306513 3 6
SO (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 70 1.7534595 2.892741e+02 20.143119 4.1687507 2000-2009 –> 2010-2019 4.3432634 2.5898039 1135.697379 41.419769 4 8
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 70 1.8233117 2.967430e+02 367.469317 4.2057366 2000-2009 –> 2010-2019 4.5076139 2.6843022 1157.781503 516.168374 5 12
SO (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 70 1.8321101 2.954170e+02 17.224649 4.3696238 2000-2009 –> 2010-2019 4.5238679 2.6917577 1155.431764 43.313458 6 15
SO (26,26.5] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 70 1.8507863 2.988369e+02 340.355417 4.3729718 2000-2009 –> 2010-2019 4.5457444 2.6949581 1161.269939 507.732090 7 17
SO (26,26.5] 4 cstar_tref ~ sal + temp + oxygen + phosphate 70 1.8513056 2.968762e+02 19.620829 4.4059266 2000-2009 –> 2010-2019 4.5710799 2.7197743 1160.535724 48.700834 8 24
SO (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 70 1.8887163 2.996770e+02 19.137745 4.6531728 2000-2009 –> 2010-2019 4.5846572 2.6959409 1160.238428 48.229878 9 20
SO (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 70 2.2407099 3.236024e+02 323.083220 6.2675833 2000-2009 –> 2010-2019 4.9395534 2.6988435 1184.542556 480.491025 12 25
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 350 2.7266329 1.709404e+03 95.883085 8.4370833 1982-1999 –> 2000-2009 5.5852417 2.8586088 3728.454380 283.479574 2 4
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 350 2.7242626 1.708795e+03 113.043382 8.2111048 1982-1999 –> 2000-2009 5.5900431 2.8657804 3729.880180 317.830180 1 4
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 350 2.7425697 1.713484e+03 113.904716 9.2395473 1982-1999 –> 2000-2009 5.6000044 2.8574348 3732.200305 318.345891 3 4
SO (26.5,26.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 350 2.8817886 1.748145e+03 792.056587 11.6674257 1982-1999 –> 2000-2009 5.7907642 2.9089756 3781.377257 1245.176383 12 16
SO (26.5,26.75] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 350 2.8304347 1.733558e+03 96.944109 8.7415977 1982-1999 –> 2000-2009 5.8163415 2.9859067 3785.985895 284.070640 7 15
SO (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 350 2.8411306 1.736198e+03 92.341359 8.8965818 1982-1999 –> 2000-2009 5.8641762 3.0230456 3798.663540 279.579181 9 18
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 350 2.7769053 1.720193e+03 46.196834 7.7316467 1982-1999 –> 2000-2009 5.8894198 3.1125145 3806.340949 72.852074 4 18
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate 350 2.7769573 1.720206e+03 48.252741 7.6463947 1982-1999 –> 2000-2009 5.8906299 3.1136726 3806.656121 76.070020 5 20
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 350 2.7856726 1.722400e+03 37.236322 8.7086436 1982-1999 –> 2000-2009 5.8949924 3.1093198 3807.713648 59.373780 6 19
SO (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 350 2.8956269 1.749498e+03 110.088557 9.7711797 1982-1999 –> 2000-2009 5.9369248 3.0412979 3816.851103 309.195567 13 24
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 177 2.1230732 7.828183e+02 248.298275 5.9174474 2000-2009 –> 2010-2019 4.8656429 2.7425697 2496.302024 362.202991 2 5
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 177 2.1398454 7.856039e+02 260.609325 5.9063342 2000-2009 –> 2010-2019 4.8664783 2.7266329 2495.008140 356.492410 5 7
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 177 2.1520828 7.876226e+02 246.880276 5.8830010 2000-2009 –> 2010-2019 4.8763455 2.7242626 2496.418061 359.923658 7 8
SO (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 177 2.1439752 7.842865e+02 260.330026 5.6881945 2000-2009 –> 2010-2019 4.9851058 2.8411306 2520.484898 352.671385 6 15
SO (26.5,26.75] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate_star 177 2.1086505 7.804053e+02 616.531302 6.1068449 2000-2009 –> 2010-2019 4.9904391 2.8817886 2528.550061 1408.587890 1 13
SO (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 177 2.1612452 7.871266e+02 250.977044 5.5490962 2000-2009 –> 2010-2019 4.9916799 2.8304347 2520.684755 347.921153 8 15
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 177 2.2225078 7.970214e+02 28.369404 5.5361529 2000-2009 –> 2010-2019 5.0081804 2.7856726 2519.420982 65.605727 9 15
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 177 2.2331173 7.987073e+02 33.977343 5.5427696 2000-2009 –> 2010-2019 5.0100226 2.7769053 2518.900268 80.174177 11 15
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate 177 2.2337234 7.988034e+02 35.844083 5.5458005 2000-2009 –> 2010-2019 5.0106807 2.7769573 2519.009438 84.096824 12 17
SO (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 177 2.1231133 7.808250e+02 244.904897 5.8965612 2000-2009 –> 2010-2019 5.0187402 2.8956269 2530.323131 354.993454 3 16
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 737 3.5887070 3.988981e+03 130.005215 13.6523488 1982-1999 –> 2000-2009 6.7561038 3.1673968 8236.243545 751.524618 4 5
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 737 3.5880528 3.988712e+03 154.932502 13.6201270 1982-1999 –> 2000-2009 6.7562184 3.1681656 8236.374280 842.913844 1 4
SO (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 737 3.5885411 3.986913e+03 147.653361 13.8252153 1982-1999 –> 2000-2009 6.7573038 3.1687627 8232.885064 832.554111 2 7
SO (26.75,27] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 737 3.5885630 3.988922e+03 132.080165 13.6523407 1982-1999 –> 2000-2009 6.7645631 3.1760000 8240.649181 804.966281 3 11
SO (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 737 3.6342809 4.005582e+03 129.904851 15.5767383 1982-1999 –> 2000-2009 6.8017382 3.1674573 8250.875826 646.405442 12 14
SO (26.75,27] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate_star 737 3.6249832 4.001806e+03 121.777711 15.3467008 1982-1999 –> 2000-2009 6.8475808 3.2225976 8275.507658 778.859983 11 21
SO (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 737 3.5913594 3.988070e+03 54.521282 13.5877008 1982-1999 –> 2000-2009 6.8830893 3.2917299 8296.708781 109.921933 6 18
SO (26.75,27] 3 cstar_tref ~ sal + aou + phosphate 737 3.5929928 3.986740e+03 20.391026 13.9728522 1982-1999 –> 2000-2009 6.8857961 3.2928033 8293.915711 40.980128 9 22
SO (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 737 3.5913679 3.988073e+03 51.918170 13.6200177 1982-1999 –> 2000-2009 6.8974065 3.3060385 8303.851686 107.880156 7 21
SO (26.75,27] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 737 3.5913856 3.988081e+03 53.320852 13.6213415 1982-1999 –> 2000-2009 6.8977747 3.3063891 8304.033483 110.702904 8 23
SO (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 436 3.1500052 2.249851e+03 39.196612 11.2517287 2000-2009 –> 2010-2019 6.7413646 3.5913594 6237.920567 93.717895 1 3
SO (26.75,27] 3 cstar_tref ~ sal + aou + phosphate 436 3.1535572 2.248834e+03 15.919352 11.0627274 2000-2009 –> 2010-2019 6.7465500 3.5929928 6235.573540 36.310379 2 7
SO (26.75,27] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 436 3.1860329 2.259768e+03 44.225423 11.1575171 2000-2009 –> 2010-2019 6.7774185 3.5913856 6247.848072 97.546275 3 7
SO (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate_star 436 3.1870348 2.260042e+03 42.495270 11.1464943 2000-2009 –> 2010-2019 6.7784027 3.5913679 6248.114994 94.413440 4 7
SO (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 436 3.1908098 2.261074e+03 43.502436 11.1081880 2000-2009 –> 2010-2019 6.7814281 3.5906183 6248.839570 95.162108 5 6
SO (26.75,27] 3 cstar_tref ~ sal + temp + phosphate_star 436 3.2077148 2.263682e+03 34.087192 10.7875229 2000-2009 –> 2010-2019 6.8021583 3.5944434 6251.016686 79.211490 6 12
SO (26.75,27] 3 cstar_tref ~ sal + oxygen + phosphate_star 436 3.2157416 2.265861e+03 5.501194 11.6252656 2000-2009 –> 2010-2019 6.8528992 3.6371576 6270.608847 11.593401 7 14
SO (26.75,27] 3 cstar_tref ~ sal + aou + phosphate_star 436 3.2207783 2.267226e+03 5.599118 11.6337571 2000-2009 –> 2010-2019 6.8583301 3.6375518 6272.133307 11.822434 8 16
SO (26.75,27] 3 cstar_tref ~ sal + nitrate + phosphate_star 436 3.2247240 2.268293e+03 7.583112 11.6004339 2000-2009 –> 2010-2019 6.8625737 3.6378497 6273.321654 15.826769 9 18
SO (26.75,27] 2 cstar_tref ~ sal + phosphate_star 436 3.2831618 2.281954e+03 5.093352 11.2632082 2000-2009 –> 2010-2019 6.9212896 3.6381279 6285.095068 10.587494 10 20
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1432 2.9455477 7.169804e+03 57.480436 13.0165670 1982-1999 –> 2000-2009 6.0075033 3.0619556 14014.079558 128.710726 2 5
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 1432 2.9399029 7.164310e+03 117.827263 12.8845578 1982-1999 –> 2000-2009 6.0116036 3.0717007 14017.139796 237.927470 1 7
SO (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + phosphate 1432 2.9485502 7.172722e+03 153.796531 13.0730456 1982-1999 –> 2000-2009 6.0133484 3.0647982 14019.495413 297.889446 3 7
SO (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1432 2.9554905 7.179455e+03 60.441429 12.7938542 1982-1999 –> 2000-2009 6.0252578 3.0697673 14030.589944 133.530906 4 9
SO (27,27.25] 3 cstar_tref ~ sal + oxygen + aou 1432 2.9950062 7.215494e+03 130.990851 13.3732064 1982-1999 –> 2000-2009 6.0542860 3.0592798 14055.415966 281.753577 7 9
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 1432 2.9715928 7.195017e+03 92.454223 13.7253194 1982-1999 –> 2000-2009 6.0588641 3.0872713 14061.457798 205.586840 5 13
SO (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1432 2.9789051 7.202056e+03 120.014811 13.8620252 1982-1999 –> 2000-2009 6.0618379 3.0829328 14064.710922 254.937014 6 13
SO (27,27.25] 3 cstar_tref ~ sal + temp + aou 1432 3.0247222 7.243770e+03 6.121227 13.9374378 1982-1999 –> 2000-2009 6.1376440 3.1129219 14130.485139 13.557620 8 22
SO (27,27.25] 3 cstar_tref ~ sal + temp + oxygen 1432 3.0276792 7.246569e+03 6.135318 13.9863167 1982-1999 –> 2000-2009 6.1440739 3.1163947 14136.285245 13.599563 9 24
SO (27,27.25] 3 cstar_tref ~ sal + temp + phosphate 1432 3.0935965 7.308254e+03 6.030350 14.4406299 1982-1999 –> 2000-2009 6.1813610 3.0877645 14173.124349 13.839653 11 20
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 762 2.7845864 3.735190e+03 98.757503 9.1531802 2000-2009 –> 2010-2019 5.7244892 2.9399029 10899.500100 216.584766 5 6
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 762 2.7591786 3.721220e+03 90.615706 9.6449959 2000-2009 –> 2010-2019 5.7307714 2.9715928 10916.237211 183.069929 2 7
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 762 2.7852894 3.735574e+03 51.132350 9.1187991 2000-2009 –> 2010-2019 5.7308372 2.9455477 10905.378697 108.612786 6 8
SO (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 762 2.7874318 3.736746e+03 52.486480 9.1055781 2000-2009 –> 2010-2019 5.7359820 2.9485502 10909.468286 112.686979 8 11
SO (27,27.25] 4 cstar_tref ~ sal + temp + oxygen + nitrate 762 2.7638074 3.723775e+03 106.889935 9.5939964 2000-2009 –> 2010-2019 5.7427125 2.9789051 10925.830589 226.904746 3 9
SO (27,27.25] 3 cstar_tref ~ sal + oxygen + aou 762 2.7704721 3.725445e+03 110.075655 9.0602521 2000-2009 –> 2010-2019 5.7654783 2.9950062 10940.939518 241.066506 4 11
SO (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 762 2.8204095 3.754671e+03 54.409599 8.9910321 2000-2009 –> 2010-2019 5.7759001 2.9554905 10934.126127 114.851029 11 15
SO (27,27.25] 3 cstar_tref ~ sal + temp + aou 762 2.7869745 3.734496e+03 5.978608 8.9497080 2000-2009 –> 2010-2019 5.8116967 3.0247222 10978.266457 12.099835 7 15
SO (27,27.25] 3 cstar_tref ~ sal + temp + oxygen 762 2.7890847 3.735650e+03 5.995479 8.9381626 2000-2009 –> 2010-2019 5.8167640 3.0276792 10982.218523 12.130797 9 18
SO (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 762 2.4645422 3.549120e+03 686.818892 9.6390329 2000-2009 –> 2010-2019 5.8730362 3.4084940 11136.998400 907.107528 1 17
SO (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1886 1.7211622 7.414431e+03 916.088531 8.9207786 1982-1999 –> 2000-2009 3.0688254 1.3476632 13676.007479 1871.134389 1 2
SO (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1886 1.7222891 7.416900e+03 895.429712 8.9209580 1982-1999 –> 2000-2009 3.0722949 1.3500057 13684.794479 1820.491033 2 4
SO (27.25,27.5] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1886 1.7227468 7.415902e+03 891.741823 8.9856252 1982-1999 –> 2000-2009 3.0738138 1.3510671 13684.655567 1828.078977 3 6
SO (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1886 1.7359959 7.444801e+03 907.407144 9.1910959 1982-1999 –> 2000-2009 3.1033928 1.3673969 13757.261332 1859.233439 4 8
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1886 1.7418125 7.457418e+03 860.151417 8.8100137 1982-1999 –> 2000-2009 3.1161052 1.3742927 13788.179201 1760.074236 5 10
SO (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1886 1.7670504 7.511680e+03 915.840383 10.0820313 1982-1999 –> 2000-2009 3.1444916 1.3774412 13850.766252 1870.514990 6 12
SO (27.25,27.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1886 1.7676397 7.512938e+03 848.152668 10.0632123 1982-1999 –> 2000-2009 3.1472056 1.3795659 13857.631293 1746.011779 7 14
SO (27.25,27.5] 3 cstar_tref ~ temp + nitrate + phosphate 1886 1.7686751 7.513147e+03 839.373868 9.9792883 1982-1999 –> 2000-2009 3.1572729 1.3885978 13879.580079 1726.042046 8 17
SO (27.25,27.5] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 1886 1.7757135 7.528127e+03 805.274832 10.0155303 1982-1999 –> 2000-2009 3.1591706 1.3834570 13881.067707 1651.709037 9 17
SO (27.25,27.5] 3 cstar_tref ~ aou + nitrate + phosphate 1886 1.7890503 7.556352e+03 906.631564 9.7365204 1982-1999 –> 2000-2009 3.1860725 1.3970221 13944.789641 1858.074150 11 21
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1162 2.0915311 5.024484e+03 109.443722 6.3403066 2000-2009 –> 2010-2019 3.8908608 1.7993297 12604.446872 185.158145 2 5
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1162 2.0935222 5.026696e+03 106.734400 6.3600562 2000-2009 –> 2010-2019 3.8922975 1.7987753 12605.495942 185.965920 4 6
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + phosphate 1162 2.0953580 5.028733e+03 209.969297 6.3771281 2000-2009 –> 2010-2019 3.8936771 1.7983190 12606.575982 415.106341 6 7
SO (27.25,27.5] 3 cstar_tref ~ sal + aou + phosphate 1162 2.0986290 5.030358e+03 35.633715 6.4516808 2000-2009 –> 2010-2019 3.8984014 1.7997723 12609.248194 78.557047 8 12
SO (27.25,27.5] 3 cstar_tref ~ sal + oxygen + phosphate 1162 2.1024964 5.034637e+03 18.381088 6.4635103 2000-2009 –> 2010-2019 3.9042244 1.8017280 12617.623400 38.539472 10 15
SO (27.25,27.5] 3 cstar_tref ~ sal + aou + phosphate_star 1162 2.1183234 5.052065e+03 12.150242 6.5437641 2000-2009 –> 2010-2019 3.9278843 1.8095609 12651.415333 21.977127 14 20
SO (27.25,27.5] 3 cstar_tref ~ sal + temp + phosphate 1162 2.1125564 5.045730e+03 9.409438 6.4377014 2000-2009 –> 2010-2019 3.9473595 1.8348031 12697.333021 17.111210 12 21
SO (27.25,27.5] 3 cstar_tref ~ temp + phosphate + phosphate_star 1162 2.0936326 5.024818e+03 76.784468 6.3506668 2000-2009 –> 2010-2019 3.9619589 1.8683263 12744.716581 135.773391 5 18
SO (27.25,27.5] 3 cstar_tref ~ temp + aou + phosphate_star 1162 2.0916927 5.022664e+03 92.974708 6.3288444 2000-2009 –> 2010-2019 3.9625026 1.8708099 12747.573147 157.518387 3 20
SO (27.25,27.5] 3 cstar_tref ~ temp + aou + phosphate 1162 2.0953792 5.026756e+03 153.910701 6.3726930 2000-2009 –> 2010-2019 3.9628315 1.8674523 12744.889613 310.072382 7 19
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2016 1.0189607 5.810894e+03 543.731181 7.4057612 1982-1999 –> 2000-2009 1.8427932 0.8238325 10931.321370 1345.558349 1 2
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2016 1.0217745 5.822013e+03 294.365671 8.0745850 1982-1999 –> 2000-2009 1.8518904 0.8301159 10974.109058 658.154015 2 4
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2016 1.0236715 5.827492e+03 114.779312 8.8409649 1982-1999 –> 2000-2009 1.8596883 0.8360168 11007.111216 173.978943 5 8
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 2016 1.0233780 5.826335e+03 87.846360 8.7761333 1982-1999 –> 2000-2009 1.8611706 0.8377926 11014.798754 137.909569 4 8
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2016 1.0231309 5.825362e+03 88.216436 8.7475133 1982-1999 –> 2000-2009 1.8618299 0.8386990 11018.332288 138.587583 3 8
SO (27.5,27.75] 3 cstar_tref ~ sal + temp + phosphate_star 2016 1.0241494 5.827373e+03 32.866315 8.8253703 1982-1999 –> 2000-2009 1.8776464 0.8534970 11091.242598 74.140892 6 13
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2016 1.0368849 5.881203e+03 322.420343 8.8027288 1982-1999 –> 2000-2009 1.8874383 0.8505534 11134.672793 645.495347 7 13
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 2016 1.0410518 5.895374e+03 289.536262 9.9839369 1982-1999 –> 2000-2009 1.9063770 0.8653251 11218.608634 418.063491 8 16
SO (27.5,27.75] 4 cstar_tref ~ sal + oxygen + aou + phosphate 2016 1.0609663 5.971774e+03 869.480149 11.1016329 1982-1999 –> 2000-2009 1.9566054 0.8956391 11438.522694 1331.004016 9 18
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + oxygen + nitrate 2016 1.1369642 6.250715e+03 403.463738 11.9475323 1982-1999 –> 2000-2009 2.1485794 1.0116152 12224.983471 677.782975 10 20
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1571 1.1851716 5.006092e+03 510.282393 6.9283090 2000-2009 –> 2010-2019 2.2041323 1.0189607 10816.985603 1054.013574 1 2
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 1571 1.2329809 5.130349e+03 902.081979 8.3458204 2000-2009 –> 2010-2019 2.2547554 1.0217745 10952.361532 1729.004156 3 5
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1571 1.2344512 5.134093e+03 278.908453 7.6384322 2000-2009 –> 2010-2019 2.2713361 1.0368849 11015.296418 601.328796 5 12
SO (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1571 1.2036098 5.052597e+03 510.211070 6.4505763 2000-2009 –> 2010-2019 2.3526848 1.1490750 11346.032395 988.637366 2 12
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1571 1.2345271 5.132286e+03 253.098348 7.4290787 2000-2009 –> 2010-2019 2.3923176 1.1577905 11456.188962 484.248131 7 22
SO (27.5,27.75] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate_star 1571 1.2376663 5.140266e+03 433.249157 6.5290199 2000-2009 –> 2010-2019 2.3937081 1.1560418 11458.073812 786.292848 9 23
SO (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1571 1.2405897 5.147679e+03 253.431232 6.4615351 2000-2009 –> 2010-2019 2.3944608 1.1538711 11457.908565 499.374639 10 22
SO (27.5,27.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1571 1.2440584 5.156451e+03 261.503834 6.4502364 2000-2009 –> 2010-2019 2.3976968 1.1536384 11465.868246 514.806127 11 22
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1571 1.3788357 5.479639e+03 67.759820 14.1321013 2000-2009 –> 2010-2019 2.4019666 1.0231309 11305.000848 155.976257 16 19
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1571 1.3889535 5.502611e+03 97.424615 14.4952926 2000-2009 –> 2010-2019 2.4123315 1.0233780 11328.946198 225.626293 18 22
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 905 0.7906592 2.157131e+03 979.058266 5.7592785 1982-1999 –> 2000-2009 1.8284852 1.0378260 5301.674424 1386.294631 1 3
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 905 0.8027735 2.184653e+03 492.421107 5.7962112 1982-1999 –> 2000-2009 1.8322394 1.0294659 5311.807222 741.965303 2 3
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 905 0.8129771 2.207514e+03 750.169083 5.8378272 1982-1999 –> 2000-2009 1.8522622 1.0392851 5355.077937 1198.905156 3 6
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + nitrate 905 0.8709846 2.330262e+03 767.405272 5.3842159 1982-1999 –> 2000-2009 1.9305311 1.0595465 5517.337565 997.592232 4 25
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 905 0.8902456 2.369852e+03 490.177259 6.2365184 1982-1999 –> 2000-2009 1.9423222 1.0520766 5541.716515 711.409816 5 16
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 905 0.9008285 2.391242e+03 159.594936 6.4364553 1982-1999 –> 2000-2009 1.9471881 1.0463595 5551.391164 266.129573 6 13
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 905 0.9012833 2.392155e+03 222.576319 6.4325323 1982-1999 –> 2000-2009 1.9497517 1.0484684 5556.633504 378.373801 7 15
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 905 0.9062747 2.402152e+03 166.728278 6.2703395 1982-1999 –> 2000-2009 1.9592242 1.0529495 5575.799323 307.868495 8 21
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 905 0.9159091 2.421292e+03 490.348302 5.1856491 1982-1999 –> 2000-2009 1.9711856 1.0552765 5599.685496 641.835769 10 24
SO (27.75,27.85] 3 cstar_tref ~ sal + temp + phosphate_star 905 0.9070851 2.401769e+03 20.365390 6.1219378 1982-1999 –> 2000-2009 1.9716853 1.0646003 5597.075845 38.588634 9 40
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate_star 928 0.9381019 2.528958e+03 323.416371 5.2904745 2000-2009 –> 2010-2019 1.7287612 0.7906592 4686.088784 1126.495961 7 8
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 928 0.9305758 2.514007e+03 249.687294 4.7507591 2000-2009 –> 2010-2019 1.7333493 0.8027735 4698.660659 742.108401 1 3
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 928 0.9334533 2.519738e+03 475.944038 5.4810448 2000-2009 –> 2010-2019 1.7464304 0.8129771 4727.251692 1226.113120 2 5
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + oxygen + nitrate 928 0.9415545 2.533776e+03 103.493511 6.6289844 2000-2009 –> 2010-2019 1.8125391 0.8709846 4864.037634 870.898783 11 15
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 928 0.9400682 2.530844e+03 110.237818 6.8394700 2000-2009 –> 2010-2019 1.8303138 0.8902456 4900.695755 600.415077 8 13
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 928 0.9425263 2.535691e+03 48.976295 6.6381319 2000-2009 –> 2010-2019 1.8433548 0.9008285 4926.932303 208.571231 12 18
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 928 0.9471090 2.544693e+03 73.808876 6.7732699 2000-2009 –> 2010-2019 1.8483922 0.9012833 4936.847954 296.385195 15 22
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 928 0.9350180 2.520846e+03 72.737909 6.3706801 2000-2009 –> 2010-2019 1.8509271 0.9159091 4942.137915 563.086211 4 14
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 928 0.9640185 2.577537e+03 75.118142 7.3636044 2000-2009 –> 2010-2019 1.8702932 0.9062747 4979.688754 241.846420 23 31
SO (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 928 0.9786532 2.605501e+03 241.540375 4.6031863 2000-2009 –> 2010-2019 1.9071449 0.9284917 5051.489106 449.016317 26 38
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1294 1.1066591 3.948496e+03 962.014175 10.8268618 1982-1999 –> 2000-2009 2.1053125 0.9986534 8158.565030 1387.857475 1 2
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1294 1.1106735 3.957866e+03 659.268888 10.9016253 1982-1999 –> 2000-2009 2.1099080 0.9992345 8169.657685 995.242760 2 6
SO (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1294 1.1315556 4.004072e+03 529.605294 10.7093270 1982-1999 –> 2000-2009 2.1440903 1.0125347 8253.002560 829.688728 8 15
SO (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1294 1.1679857 4.086079e+03 368.665357 10.6111995 1982-1999 –> 2000-2009 2.1669070 0.9989214 8294.942730 731.396212 11 14
SO (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 1294 1.1249634 3.988951e+03 658.105210 11.2686418 1982-1999 –> 2000-2009 2.1715455 1.0465821 8335.777311 849.384849 6 16
SO (27.85,27.95] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1294 1.1729626 4.097083e+03 413.474060 10.4262598 1982-1999 –> 2000-2009 2.1717147 0.9987521 8305.445498 805.972897 13 15
SO (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1294 1.1742442 4.099910e+03 437.646157 10.2765701 1982-1999 –> 2000-2009 2.1738482 0.9996041 8310.795507 829.725816 14 19
SO (27.85,27.95] 3 cstar_tref ~ sal + nitrate + phosphate 1294 1.1742460 4.097914e+03 347.301876 10.2710088 1982-1999 –> 2000-2009 2.1786785 1.0044324 8321.062756 695.956940 15 21
SO (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1294 1.1127942 3.960803e+03 370.452350 10.5986440 1982-1999 –> 2000-2009 2.2119889 1.0991947 8452.811738 736.597930 3 31
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1294 1.1191349 3.975508e+03 388.902106 10.6824855 1982-1999 –> 2000-2009 2.2238475 1.1047126 8482.338151 771.564606 4 33
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1391 0.7165594 3.034263e+03 480.155083 4.4745602 2000-2009 –> 2010-2019 1.8232186 1.1066591 6982.758399 1442.169257 2 3
SO (27.85,27.95] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate_star 1391 0.7151486 3.026780e+03 388.644485 4.3977391 2000-2009 –> 2010-2019 1.8279428 1.1127942 6987.583276 782.014114 1 4
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1391 0.7196733 3.046326e+03 436.853199 4.5674543 2000-2009 –> 2010-2019 1.8303467 1.1106735 7004.192310 1096.122088 4 6
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1391 0.7165767 3.032330e+03 316.432463 4.4657951 2000-2009 –> 2010-2019 1.8357116 1.1191349 7007.837726 705.334569 3 7
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1391 0.7196817 3.044358e+03 264.782171 4.5611850 2000-2009 –> 2010-2019 1.8442771 1.1245954 7032.462909 562.387060 5 10
SO (27.85,27.95] 4 cstar_tref ~ oxygen + aou + nitrate + phosphate 1391 0.7198610 3.045051e+03 474.511977 4.5530256 2000-2009 –> 2010-2019 1.8476645 1.1278035 7040.528159 1065.581177 7 14
SO (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1391 0.7197724 3.044709e+03 429.533954 4.5703772 2000-2009 –> 2010-2019 1.8513280 1.1315556 7048.781606 959.139247 6 14
SO (27.85,27.95] 3 cstar_tref ~ aou + nitrate + phosphate_star 1391 0.7199190 3.043276e+03 209.392322 4.5392310 2000-2009 –> 2010-2019 1.8514772 1.1315582 7045.354022 417.718136 8 17
SO (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1391 0.7614085 3.201155e+03 301.468974 4.6565950 2000-2009 –> 2010-2019 1.9293941 1.1679857 7287.233787 670.134332 9 20
SO (27.85,27.95] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1391 0.7735106 3.245025e+03 329.798266 4.5480534 2000-2009 –> 2010-2019 1.9464732 1.1729626 7342.108782 743.272326 10 23
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2159 1.5138803 7.931548e+03 741.455632 8.2517435 1982-1999 –> 2000-2009 2.9144166 1.4005362 17360.114005 1264.352369 1 2
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2159 1.5202797 7.949762e+03 912.096053 8.0478194 1982-1999 –> 2000-2009 2.9299567 1.4096771 17413.210449 1546.486335 5 7
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2159 1.5187671 7.945464e+03 708.033739 8.1025098 1982-1999 –> 2000-2009 2.9308624 1.4120953 17418.102621 1351.070756 3 6
SO (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2159 1.5235740 7.957109e+03 591.166511 7.9618092 1982-1999 –> 2000-2009 2.9402313 1.4166573 17445.042291 1147.867532 10 14
SO (27.95,28.05] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 2159 1.5207064 7.948974e+03 588.295027 8.0124040 1982-1999 –> 2000-2009 2.9518911 1.4311847 17491.613379 1144.796396 6 11
SO (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2159 1.5187673 7.943465e+03 626.233649 8.1014360 1982-1999 –> 2000-2009 2.9608491 1.4420818 17526.775673 1220.096793 4 10
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2159 1.5176228 7.940209e+03 618.353054 8.3306476 1982-1999 –> 2000-2009 3.0032025 1.4855797 17682.864549 1068.881588 2 19
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2159 1.5210613 7.949982e+03 641.927320 8.1815070 1982-1999 –> 2000-2009 3.0083648 1.4873036 17698.855241 1198.659169 7 26
SO (27.95,28.05] 3 cstar_tref ~ sal + nitrate + phosphate 2159 1.5497694 8.028719e+03 585.693065 8.1506399 1982-1999 –> 2000-2009 3.0122009 1.4624314 17685.165916 1140.281626 14 22
SO (27.95,28.05] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 2159 1.5233015 7.956336e+03 668.090827 8.1126096 1982-1999 –> 2000-2009 3.0124970 1.4891955 17712.026446 1241.323011 9 30
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2874 0.9638035 7.958142e+03 549.067341 7.8872631 2000-2009 –> 2010-2019 2.4776838 1.5138803 15889.690187 1290.522973 1 2
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2874 0.9833347 8.071459e+03 466.559132 7.1864631 2000-2009 –> 2010-2019 2.5009575 1.5176228 16011.668595 1084.912186 2 4
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2874 0.9864693 8.091753e+03 582.873210 7.8672988 2000-2009 –> 2010-2019 2.5052364 1.5187671 16037.217399 1290.906949 3 6
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2874 1.0011062 8.176413e+03 735.571012 7.7391323 2000-2009 –> 2010-2019 2.5213859 1.5202797 16126.175742 1647.667066 5 10
SO (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2874 0.9885537 8.101886e+03 548.735018 8.3990696 2000-2009 –> 2010-2019 2.5241696 1.5356159 16092.989024 1275.474866 4 15
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2874 1.0114930 8.233743e+03 527.121516 7.0517473 2000-2009 –> 2010-2019 2.5325542 1.5210613 16183.725121 1169.048837 6 13
SO (27.95,28.05] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 2874 1.0212746 8.289063e+03 544.800751 6.9963702 2000-2009 –> 2010-2019 2.5445761 1.5233015 16245.399092 1212.891578 7 16
SO (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2874 1.0485517 8.440571e+03 420.658858 6.8923633 2000-2009 –> 2010-2019 2.5673191 1.5187673 16384.035444 1046.892507 8 12
SO (27.95,28.05] 3 cstar_tref ~ aou + nitrate + phosphate 2874 1.0489952 8.441002e+03 395.168930 6.9469529 2000-2009 –> 2010-2019 2.5722809 1.5232856 16395.293130 974.255530 9 17
SO (27.95,28.05] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 2874 1.0742693 8.579849e+03 398.083867 7.2097135 2000-2009 –> 2010-2019 2.5949757 1.5207064 16528.823564 986.378895 10 16
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1917 1.0131112 5.504152e+03 742.925258 5.9443691 1982-1999 –> 2000-2009 2.0590751 1.0459639 12383.736925 1430.582820 1 2
SO (28.05,28.1] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 1917 1.0157455 5.512108e+03 741.509119 5.8914963 1982-1999 –> 2000-2009 2.0617115 1.0459660 12389.702542 1381.750962 2 4
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1917 1.0216929 5.536491e+03 720.905497 6.0058813 1982-1999 –> 2000-2009 2.0761677 1.0544748 12454.084158 1410.493660 3 6
SO (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1917 1.0236095 5.541677e+03 719.170614 5.9440510 1982-1999 –> 2000-2009 2.0782464 1.0546369 12457.990582 1333.190207 4 8
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1917 1.0649140 5.693346e+03 589.940495 5.7490536 1982-1999 –> 2000-2009 2.1628752 1.0979612 12798.471948 1266.619512 5 10
SO (28.05,28.1] 3 cstar_tref ~ temp + nitrate + phosphate 1917 1.0924599 5.789258e+03 325.362103 5.7443216 1982-1999 –> 2000-2009 2.2321369 1.1396770 13067.273513 728.459768 6 12
SO (28.05,28.1] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1917 1.1109233 5.855514e+03 569.991066 5.8852667 1982-1999 –> 2000-2009 2.3112438 1.2003205 13378.676835 1248.880803 7 14
SO (28.05,28.1] 3 cstar_tref ~ oxygen + nitrate + phosphate 1917 1.1255929 5.903810e+03 414.852534 5.7296102 1982-1999 –> 2000-2009 2.3412548 1.2156619 13484.536181 891.941455 8 16
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 1917 1.1332332 5.931747e+03 322.964440 7.0101244 1982-1999 –> 2000-2009 2.3552045 1.2219714 13538.751538 482.693014 9 19
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1917 1.1333238 5.932054e+03 510.325128 6.9954370 1982-1999 –> 2000-2009 2.3552132 1.2218894 13538.743494 788.727963 10 19
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2135 0.9155349 5.696054e+03 809.653055 5.5937388 2000-2009 –> 2010-2019 1.9286461 1.0131112 11200.205770 1650.193837 1 2
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2135 0.9165188 5.700640e+03 718.992827 5.5939201 2000-2009 –> 2010-2019 1.9382117 1.0216929 11237.131776 1439.898324 2 5
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2135 0.9182326 5.706617e+03 514.594576 5.5505536 2000-2009 –> 2010-2019 1.9831466 1.0649140 11399.963425 1104.535071 3 8
SO (28.05,28.1] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2135 1.0132681 6.127150e+03 792.745762 5.6000988 2000-2009 –> 2010-2019 2.0290136 1.0157455 11639.258177 1633.083277 11 13
SO (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2135 1.0170782 6.143176e+03 698.773463 5.6319418 2000-2009 –> 2010-2019 2.0406877 1.0236095 11684.852805 1417.944077 12 16
SO (28.05,28.1] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 2135 0.9673278 5.929027e+03 471.733651 5.5081591 2000-2009 –> 2010-2019 2.0782511 1.1109233 11784.541754 996.351025 4 11
SO (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2135 1.0029739 6.083547e+03 475.788566 5.5145645 2000-2009 –> 2010-2019 2.1367638 1.1337899 12017.177241 1038.234660 6 17
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 2135 1.0016770 6.078022e+03 69.129059 5.2471442 2000-2009 –> 2010-2019 2.1412226 1.1395456 12031.066488 325.893105 5 18
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 2135 1.0034341 6.085506e+03 74.220188 5.2232921 2000-2009 –> 2010-2019 2.1422392 1.1388051 12036.057785 309.346427 7 19
SO (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2135 1.0050674 6.092451e+03 74.688743 5.1960609 2000-2009 –> 2010-2019 2.1451476 1.1400802 12047.293065 315.147385 8 23
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate 1319 0.4779576 1.807700e+03 199.883896 3.5914924 1982-1999 –> 2000-2009 0.8917017 0.4137441 3523.405337 529.133757 1 2
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1319 0.4798728 1.818250e+03 303.868911 3.6094407 1982-1999 –> 2000-2009 0.8976496 0.4177768 3564.760870 769.845565 2 5
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1319 0.4812684 1.825911e+03 271.185235 3.6202048 1982-1999 –> 2000-2009 0.9001302 0.4188618 3580.659117 652.834457 3 7
SO (28.1,28.15] 3 cstar_tref ~ sal + oxygen + phosphate 1319 0.4817669 1.826642e+03 28.444971 3.5544650 1982-1999 –> 2000-2009 0.9098811 0.4281142 3648.782755 70.469799 5 11
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1319 0.4914459 1.881116e+03 296.565061 3.5725991 1982-1999 –> 2000-2009 0.9164704 0.4250245 3682.251929 756.091841 6 11
SO (28.1,28.15] 3 cstar_tref ~ sal + aou + phosphate_star 1319 0.4813884 1.824569e+03 26.035902 3.6339989 1982-1999 –> 2000-2009 0.9189685 0.4375801 3716.167552 63.908482 4 12
SO (28.1,28.15] 3 cstar_tref ~ sal + nitrate + phosphate_star 1319 0.4917237 1.880606e+03 25.609355 3.5515637 1982-1999 –> 2000-2009 0.9283152 0.4365915 3765.022061 61.113783 7 14
SO (28.1,28.15] 3 cstar_tref ~ sal + aou + phosphate 1319 0.5164666 2.010115e+03 42.019439 3.1786466 1982-1999 –> 2000-2009 0.9342106 0.4177440 3754.376726 116.089675 8 10
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + nitrate 1319 0.5198981 2.029585e+03 263.206921 3.5013937 1982-1999 –> 2000-2009 0.9844203 0.4645222 4112.948439 594.324942 10 19
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1319 0.5196895 2.028526e+03 451.313534 3.5188989 1982-1999 –> 2000-2009 0.9857186 0.4660291 4122.176053 1034.816921 9 19
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 704 0.4852119 9.936427e+02 718.369682 3.1589935 2000-2009 –> 2010-2019 0.9467628 0.4615509 2711.198488 1572.044543 1 2
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 704 0.4900201 1.007527e+03 730.708606 3.1597636 2000-2009 –> 2010-2019 0.9539314 0.4639113 2738.539165 1618.600177 2 4
SO (28.1,28.15] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 704 0.4912365 1.009017e+03 591.363281 3.1936892 2000-2009 –> 2010-2019 0.9658514 0.4746149 2798.203677 1239.644758 3 6
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate 704 0.5308309 1.118163e+03 82.368639 2.6991091 2000-2009 –> 2010-2019 1.0087885 0.4779576 2925.863005 282.252535 5 10
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 704 0.5343430 1.127447e+03 182.478451 2.7110692 2000-2009 –> 2010-2019 1.0142158 0.4798728 2945.697305 486.347362 6 12
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 704 0.5358585 1.131435e+03 157.406538 2.7181301 2000-2009 –> 2010-2019 1.0171269 0.4812684 2957.346184 428.591774 7 14
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate 704 0.5420452 1.147598e+03 621.619878 3.0913933 2000-2009 –> 2010-2019 1.0187249 0.4766797 2948.235930 1237.588916 10 14
SO (28.1,28.15] 3 cstar_tref ~ sal + oxygen + phosphate_star 704 0.5419209 1.145275e+03 21.741993 2.7109153 2000-2009 –> 2010-2019 1.0236878 0.4817669 2971.916959 47.004984 9 18
SO (28.1,28.15] 3 cstar_tref ~ sal + aou + phosphate_star 704 0.5583361 1.187291e+03 22.645802 2.7152162 2000-2009 –> 2010-2019 1.0397245 0.4813884 3011.860039 48.681705 12 20
SO (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + phosphate 704 0.5256898 1.104459e+03 574.301027 3.1858589 2000-2009 –> 2010-2019 1.0416938 0.5160041 3114.211295 1252.240340 4 16
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 3554 0.7885143 8.410921e+03 744.991275 6.9647051 1982-1999 –> 2000-2009 1.3259335 0.5374192 15718.290109 1067.132151 6 7
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3554 0.7877622 8.404138e+03 766.506157 6.8852148 1982-1999 –> 2000-2009 1.3260777 0.5383155 15726.738344 1108.055904 3 5
SO (28.1,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 3554 0.7921951 8.442024e+03 597.483187 7.2140883 1982-1999 –> 2000-2009 1.3306782 0.5384831 15765.469141 892.510511 14 17
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3554 0.7866307 8.393921e+03 758.879265 6.8102876 1982-1999 –> 2000-2009 1.3334829 0.5468522 15860.327915 1087.292721 1 6
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3554 0.7901039 8.423236e+03 18.729703 6.9376144 1982-1999 –> 2000-2009 1.3364017 0.5462978 15878.372271 33.380997 11 15
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 3554 0.7890051 8.413344e+03 21.835539 6.8614622 1982-1999 –> 2000-2009 1.3371978 0.5481926 15900.127206 39.614135 8 14
SO (28.1,28.2] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 3554 0.7901506 8.423656e+03 213.584996 6.9584430 1982-1999 –> 2000-2009 1.3389022 0.5487516 15919.754158 345.071012 12 19
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 3554 0.7878168 8.402631e+03 33.236894 6.8763809 1982-1999 –> 2000-2009 1.3395419 0.5517250 15948.120648 55.401081 4 15
SO (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 3554 0.7899989 8.422291e+03 261.657930 6.9928394 1982-1999 –> 2000-2009 1.3404533 0.5504544 15946.706993 401.728602 10 19
SO (28.1,28.2] 3 cstar_tref ~ sal + aou + phosphate_star 3554 0.7901514 8.421663e+03 14.754967 6.9608957 1982-1999 –> 2000-2009 1.3406834 0.5505320 15945.367085 24.540681 13 23
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4434 0.4159224 4.817636e+03 940.209940 4.4832011 2000-2009 –> 2010-2019 1.2025531 0.7866307 13211.556183 1699.089205 1 2
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 4434 0.4195445 4.894528e+03 952.302040 4.3811785 2000-2009 –> 2010-2019 1.2073067 0.7877622 13298.666441 1718.808196 2 5
SO (28.1,28.2] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 4434 0.4202568 4.909573e+03 923.080699 4.3557413 2000-2009 –> 2010-2019 1.2087711 0.7885143 13320.493597 1668.071973 3 9
SO (28.1,28.2] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 4434 0.4217864 4.939790e+03 734.087501 4.3298803 2000-2009 –> 2010-2019 1.2139815 0.7921951 13381.813731 1331.570689 4 18
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 4434 0.4458023 5.430871e+03 24.902636 4.4984000 2000-2009 –> 2010-2019 1.2337486 0.7879463 13834.669155 61.514874 5 10
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 4434 0.4511100 5.535829e+03 41.359206 4.4076224 2000-2009 –> 2010-2019 1.2399681 0.7888581 13947.847360 103.150433 6 13
SO (28.1,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 4434 0.4544100 5.600463e+03 124.196625 4.3441201 2000-2009 –> 2010-2019 1.2437644 0.7893545 14016.953321 352.635219 7 16
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 4434 0.4696829 5.893621e+03 25.701783 4.3974154 2000-2009 –> 2010-2019 1.2574997 0.7878168 14296.251206 58.938676 9 13
SO (28.1,28.2] 3 cstar_tref ~ sal + oxygen + nitrate 4434 0.4690742 5.880122e+03 22.394655 4.2488133 2000-2009 –> 2010-2019 1.2613123 0.7922381 14320.531177 43.003231 8 23
SO (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 4434 0.4775068 6.040127e+03 23.492487 4.4878285 2000-2009 –> 2010-2019 1.2652296 0.7877228 14441.909133 57.517714 10 12
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1504 0.3522298 1.141405e+03 82.878221 2.8348778 1982-1999 –> 2000-2009 0.5782788 0.2260490 950.162971 132.846184 1 2
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1504 0.3536883 1.153834e+03 59.353730 2.9171127 1982-1999 –> 2000-2009 0.5814357 0.2277474 984.943481 101.877106 3 5
SO (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate 1504 0.3534746 1.152017e+03 296.810214 2.9146592 1982-1999 –> 2000-2009 0.5814919 0.2280173 986.662314 507.018378 2 5
SO (28.15,28.2] 3 cstar_tref ~ sal + oxygen + phosphate_star 1504 0.3540002 1.154486e+03 19.749218 2.8819147 1982-1999 –> 2000-2009 0.5824242 0.2284240 992.453211 44.007726 4 8
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 1504 0.3555300 1.169457e+03 47.765757 3.0082194 1982-1999 –> 2000-2009 0.5862859 0.2307559 1039.752505 85.952905 5 10
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1504 0.3561934 1.175065e+03 61.123694 2.9077138 1982-1999 –> 2000-2009 0.5909072 0.2347137 1096.140726 103.537322 7 14
SO (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1504 0.3558271 1.171970e+03 373.610438 2.9364589 1982-1999 –> 2000-2009 0.5925931 0.2367660 1119.040871 655.069582 6 14
SO (28.15,28.2] 3 cstar_tref ~ sal + nitrate + phosphate_star 1504 0.3561954 1.173081e+03 19.675536 2.9105188 1982-1999 –> 2000-2009 0.5930482 0.2368528 1119.246899 43.606273 8 17
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1504 0.3627398 1.229846e+03 108.315436 2.8948414 1982-1999 –> 2000-2009 0.6125559 0.2498161 1337.123909 192.468564 9 19
SO (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1504 0.3629834 1.231865e+03 332.001274 2.9175316 1982-1999 –> 2000-2009 0.6140677 0.2510843 1354.263826 569.647371 10 21
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 921 0.2686925 2.049512e+02 32.189021 1.0615667 2000-2009 –> 2010-2019 0.6209223 0.3522298 1346.356333 115.067242 1 2
SO (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + phosphate_star 921 0.2689010 2.063799e+02 123.453042 1.0651401 2000-2009 –> 2010-2019 0.6223756 0.3534746 1358.396673 754.270991 2 4
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + phosphate 921 0.2689306 2.065830e+02 29.513225 1.0660290 2000-2009 –> 2010-2019 0.6226189 0.3536883 1360.417447 112.095547 3 6
SO (28.15,28.2] 3 cstar_tref ~ sal + phosphate + phosphate_star 921 0.2695472 2.088011e+02 18.940629 1.0825709 2000-2009 –> 2010-2019 0.6235473 0.3540002 1363.286709 38.689847 5 9
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 921 0.2693549 2.094866e+02 17.451968 1.0714505 2000-2009 –> 2010-2019 0.6248849 0.3555300 1378.943783 65.217725 4 9
SO (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 921 0.2706128 2.180685e+02 78.453607 1.0589726 2000-2009 –> 2010-2019 0.6264399 0.3558271 1390.038112 452.064045 7 13
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 921 0.2705565 2.176851e+02 32.565943 1.0644287 2000-2009 –> 2010-2019 0.6267499 0.3561934 1392.749875 93.689637 6 13
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + oxygen + nitrate 921 0.2769646 2.608041e+02 35.075564 1.0537288 2000-2009 –> 2010-2019 0.6397044 0.3627398 1490.650317 143.391000 8 16
SO (28.15,28.2] 4 cstar_tref ~ sal + oxygen + aou + nitrate 921 0.2770944 2.616674e+02 64.340674 1.0536131 2000-2009 –> 2010-2019 0.6400778 0.3629834 1493.532816 396.341948 9 18
SO (28.15,28.2] 3 cstar_tref ~ sal + oxygen + nitrate 921 0.2792779 2.741254e+02 17.903436 1.0170869 2000-2009 –> 2010-2019 0.6423601 0.3630822 1504.809622 46.890650 11 21
SO (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2819 0.1000152 -4.969145e+03 213.471143 0.6410319 1982-1999 –> 2000-2009 0.1892185 0.0892034 -10711.025831 377.450311 2 3
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2819 0.0995066 -4.997887e+03 52.412329 0.6206320 1982-1999 –> 2000-2009 0.1911965 0.0916899 -10581.240894 209.465395 1 6
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate 2819 0.1016534 -4.877543e+03 124.753370 0.7408716 1982-1999 –> 2000-2009 0.1943070 0.0926536 -10400.605370 345.969076 3 9
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2819 0.1038227 -4.758491e+03 52.207650 0.7111518 1982-1999 –> 2000-2009 0.1953891 0.0915664 -10349.616421 235.513815 4 8
SO (28.2, Inf] 4 cstar_tref ~ sal + oxygen + aou + phosphate 2819 0.1046533 -4.713568e+03 170.472260 0.7498879 1982-1999 –> 2000-2009 0.1956389 0.0909856 -10341.381671 430.352609 5 8
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2819 0.1058994 -4.646835e+03 52.357763 0.8151591 1982-1999 –> 2000-2009 0.1960081 0.0901088 -10330.485576 199.773859 6 8
SO (28.2, Inf] 3 cstar_tref ~ sal + nitrate + phosphate_star 2819 0.1093841 -4.466297e+03 51.295273 0.6803556 1982-1999 –> 2000-2009 0.2151016 0.1057175 -9230.813180 206.860656 7 20
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 2819 0.1167934 -4.094776e+03 149.054081 0.7959699 1982-1999 –> 2000-2009 0.2259728 0.1091794 -8671.498064 404.230451 8 24
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + oxygen + nitrate 2819 0.1173757 -4.066736e+03 156.541568 0.8112598 1982-1999 –> 2000-2009 0.2263307 0.1089550 -8655.321180 492.107922 9 24
SO (28.2, Inf] 4 cstar_tref ~ sal + oxygen + aou + nitrate 2819 0.1174602 -4.062681e+03 186.790897 0.8128390 1982-1999 –> 2000-2009 0.2264023 0.1089421 -8651.949994 452.748691 10 24
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1408 0.0722895 -3.390118e+03 119.597849 0.3230451 2000-2009 –> 2010-2019 0.1717960 0.0995066 -8388.004761 172.010178 5 6
SO (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1408 0.0779008 -3.179601e+03 163.375644 0.3300393 2000-2009 –> 2010-2019 0.1779159 0.1000152 -8148.746091 376.846787 6 8
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 1408 0.0660496 -3.644326e+03 223.947133 0.3734204 2000-2009 –> 2010-2019 0.1828430 0.1167934 -7739.102039 373.001215 1 9
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + oxygen + nitrate 1408 0.0666141 -3.620361e+03 219.953699 0.3764699 2000-2009 –> 2010-2019 0.1839898 0.1173757 -7687.097135 376.495268 2 11
SO (28.2, Inf] 4 cstar_tref ~ sal + oxygen + aou + nitrate 1408 0.0666715 -3.617932e+03 147.746932 0.3769618 2000-2009 –> 2010-2019 0.1841317 0.1174602 -7680.613546 334.537830 3 13
SO (28.2, Inf] 3 cstar_tref ~ sal + oxygen + nitrate 1408 0.0696353 -3.497454e+03 147.664631 0.3994892 2000-2009 –> 2010-2019 0.1892778 0.1196425 -7458.346072 252.245704 4 15
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate 1408 0.0939941 -2.650768e+03 197.284744 0.6215064 2000-2009 –> 2010-2019 0.1956475 0.1016534 -7528.310067 322.038115 8 11
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + oxygen + phosphate 1408 0.0948313 -2.625795e+03 193.402898 0.5947318 2000-2009 –> 2010-2019 0.1986541 0.1038227 -7384.286043 324.405122 9 13
SO (28.2, Inf] 4 cstar_tref ~ sal + oxygen + aou + phosphate 1408 0.0952211 -2.614243e+03 148.037900 0.5878412 2000-2009 –> 2010-2019 0.1998744 0.1046533 -7327.810577 318.510160 10 15
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1408 0.0958182 -2.596640e+03 82.605607 0.5807237 2000-2009 –> 2010-2019 0.2017176 0.1058994 -7243.475263 134.963369 11 17
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1487 0.5104237 2.231866e+03 458.169727 2.9083832 1982-1999 –> 2000-2009 0.7901752 0.2797515 2787.064707 816.416213 3 4
SO (28.2,28.3] 4 cstar_tref ~ sal + oxygen + nitrate + phosphate 1487 0.5101677 2.230374e+03 524.736258 3.4642734 1982-1999 –> 2000-2009 0.7981004 0.2879327 2893.493019 1486.802811 2 4
SO (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1487 0.5030879 2.188814e+03 505.244532 3.5443217 1982-1999 –> 2000-2009 0.8273047 0.3242168 3296.292373 1346.834040 1 6
SO (28.2,28.3] 3 cstar_tref ~ oxygen + nitrate + phosphate 1487 0.5194206 2.281830e+03 457.463659 4.5938402 1982-1999 –> 2000-2009 0.8372217 0.3178011 3312.478021 1415.313324 6 10
SO (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate 1487 0.5133354 2.246783e+03 380.446545 3.1906880 1982-1999 –> 2000-2009 0.8447751 0.3314397 3434.754231 528.384810 5 11
SO (28.2,28.3] 3 cstar_tref ~ temp + nitrate + phosphate 1487 0.5354691 2.372327e+03 341.525295 4.8293800 1982-1999 –> 2000-2009 0.8464424 0.3109733 3321.660271 681.720465 7 10
SO (28.2,28.3] 3 cstar_tref ~ aou + nitrate + phosphate 1487 0.5107834 2.231962e+03 395.696515 4.5222128 1982-1999 –> 2000-2009 0.8471639 0.3363805 3475.333037 1228.141570 4 11
SO (28.2,28.3] 2 cstar_tref ~ nitrate + phosphate 1487 0.5365865 2.376526e+03 56.048703 4.8656179 1982-1999 –> 2000-2009 0.8761317 0.3395453 3652.958154 92.519591 8 16
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + aou + phosphate 1487 0.7637334 3.430322e+03 33.522527 6.0327769 1982-1999 –> 2000-2009 1.2062953 0.4425619 5702.812555 68.508983 9 18
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + oxygen + phosphate_star 1487 0.7648062 3.434496e+03 25.377818 6.0756609 1982-1999 –> 2000-2009 1.2075715 0.4427653 5708.707569 56.922925 12 22
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + oxygen + nitrate + phosphate 1726 0.3436242 1.224726e+03 945.483819 1.3265643 2000-2009 –> 2010-2019 0.8367748 0.4931506 3356.207798 1470.668309 1 2
SO (28.2,28.3] 5 cstar_tref ~ sal + oxygen + aou + nitrate + phosphate 1726 0.3439629 1.228127e+03 955.534539 1.3222773 2000-2009 –> 2010-2019 0.8376425 0.4936796 3362.797551 1480.318477 2 5
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1726 0.3446419 1.234935e+03 943.110759 1.3286986 2000-2009 –> 2010-2019 0.8380067 0.4933648 3367.707730 1474.409449 3 5
SO (28.2,28.3] 4 cstar_tref ~ temp + oxygen + nitrate + phosphate 1726 0.3454669 1.241188e+03 376.416084 1.3970504 2000-2009 –> 2010-2019 0.8523444 0.5068775 3452.320696 837.748174 5 10
SO (28.2,28.3] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1726 0.3459026 1.245539e+03 404.435698 1.3915583 2000-2009 –> 2010-2019 0.8534033 0.5075007 3460.325518 917.795785 6 13
SO (28.2,28.3] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1726 0.3464022 1.250522e+03 384.199555 1.3941241 2000-2009 –> 2010-2019 0.8536590 0.5072568 3463.878327 852.787546 7 13
SO (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1726 0.3508686 1.294746e+03 907.410453 1.4322502 2000-2009 –> 2010-2019 0.8539565 0.5030879 3483.559833 1412.654985 9 13
SO (28.2,28.3] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1726 0.3449315 1.235835e+03 931.670943 1.2873621 2000-2009 –> 2010-2019 0.8550992 0.5101677 3466.208681 1456.407200 4 12
SO (28.2,28.3] 3 cstar_tref ~ aou + nitrate + phosphate 1726 0.3508790 1.292849e+03 341.064954 1.4368152 2000-2009 –> 2010-2019 0.8616625 0.5107834 3524.810465 736.761470 10 20
SO (28.2,28.3] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 1726 0.3476613 1.261046e+03 373.583566 1.3461600 2000-2009 –> 2010-2019 0.8670819 0.5194206 3542.876894 831.047225 8 20
SO (28.3, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 146 0.0105425 -9.029534e+02 555.778249 0.0479662 1982-1999 –> 2000-2009 0.6644363 0.6538938 -407.807099 1004.428027 12 13
SO (28.3, Inf] 4 cstar_tref ~ sal + temp + oxygen + nitrate 146 0.0107962 -8.960110e+02 815.983119 0.0520704 1982-1999 –> 2000-2009 0.6656034 0.6548073 -400.186299 1493.839751 13 15
SO (28.3, Inf] 3 cstar_tref ~ temp + oxygen + nitrate 146 0.0120250 -8.665337e+02 529.477223 0.0612419 1982-1999 –> 2000-2009 0.7193751 0.7073501 -335.197135 1059.032757 16 19
SO (28.3, Inf] 3 cstar_tref ~ temp + aou + nitrate 146 0.0115292 -8.788276e+02 363.588467 0.0561748 1982-1999 –> 2000-2009 0.7194874 0.7079581 -347.073411 717.030522 14 18
SO (28.3, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 146 0.0088386 -9.544281e+02 221.708664 0.0364944 1982-1999 –> 2000-2009 0.7379194 0.7290807 -406.385803 632.597189 7 12
SO (28.3, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate 146 0.0058027 -1.077306e+03 399.154300 0.0211422 1982-1999 –> 2000-2009 0.7492892 0.7434866 -519.754348 908.933594 1 8
SO (28.3, Inf] 4 cstar_tref ~ sal + temp + oxygen + phosphate 146 0.0058174 -1.076566e+03 586.017649 0.0210535 1982-1999 –> 2000-2009 0.7500818 0.7442644 -518.506549 1355.739272 2 11
SO (28.3, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate_star 146 0.0059825 -1.068393e+03 369.068136 0.0206678 1982-1999 –> 2000-2009 0.7502147 0.7442321 -510.354456 699.463153 3 11
SO (28.3, Inf] 3 cstar_tref ~ sal + oxygen + nitrate 146 0.0124586 -8.561915e+02 507.720337 0.0515844 1982-1999 –> 2000-2009 0.7621006 0.7496420 -296.632860 807.552462 17 28
SO (28.3, Inf] 3 cstar_tref ~ sal + nitrate + phosphate_star 146 0.0104945 -9.062852e+02 139.197673 0.0365720 1982-1999 –> 2000-2009 0.7763883 0.7658938 -336.302984 219.430114 11 25
SO (28.3, Inf] 2 cstar_tref ~ phosphate + phosphate_star 32 0.0100306 -1.957233e+02 632.543825 0.0292969 2000-2009 –> 2010-2019 0.0191747 0.0091441 -1144.228609 670.037103 2 3
SO (28.3, Inf] 2 cstar_tref ~ nitrate + phosphate_star 32 0.0113456 -1.878394e+02 782.616915 0.0328582 2000-2009 –> 2010-2019 0.0233325 0.0119869 -1057.299568 835.408893 3 5
SO (28.3, Inf] 2 cstar_tref ~ temp + phosphate 32 0.0092723 -2.007541e+02 929.172950 0.0240067 2000-2009 –> 2010-2019 0.0852284 0.0759560 -531.083370 960.886215 1 4
SO (28.3, Inf] 2 cstar_tref ~ sal + phosphate 32 0.0527070 -8.954040e+01 147.854605 0.1674367 2000-2009 –> 2010-2019 0.1314002 0.0786932 -409.532374 177.418002 4 8
SO (28.3, Inf] 2 cstar_tref ~ sal + nitrate 32 0.0601855 -8.104871e+01 140.703146 0.1878757 2000-2009 –> 2010-2019 0.1781413 0.1179559 -282.852448 178.311700 5 10
SO (28.3, Inf] 2 cstar_tref ~ sal + aou 32 0.0856904 -5.843684e+01 104.311268 0.2451038 2000-2009 –> 2010-2019 0.3457991 0.2601087 -29.330278 169.273587 6 12
SO (28.3, Inf] 2 cstar_tref ~ sal + oxygen 32 0.0895647 -5.560672e+01 103.885415 0.2542830 2000-2009 –> 2010-2019 0.3693490 0.2797842 -5.207763 178.818079 7 14
SO (28.3, Inf] 2 cstar_tref ~ sal + temp 32 0.1042955 -4.586168e+01 99.983874 0.2824184 2000-2009 –> 2010-2019 0.5426303 0.4383348 135.634898 155.210831 8 16
SO (28.3, Inf] 2 cstar_tref ~ sal + phosphate_star 32 0.1050383 -4.540744e+01 83.704047 0.2782765 2000-2009 –> 2010-2019 0.5435341 0.4384958 136.196332 182.155532 9 18

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 10.8674351 3794.46649
Atlantic (-Inf,26] 2000-2009 –> 2010-2019 10.7503143 3291.71111
Atlantic (26,26.5] 1982-1999 –> 2000-2009 8.9498216 11968.20214
Atlantic (26,26.5] 2000-2009 –> 2010-2019 8.9357832 10774.53516
Atlantic (26.5,26.75] 1982-1999 –> 2000-2009 6.7632243 9538.42276
Atlantic (26.5,26.75] 2000-2009 –> 2010-2019 6.4074663 8460.98050
Atlantic (26.75,27] 1982-1999 –> 2000-2009 4.6774184 9327.08731
Atlantic (26.75,27] 2000-2009 –> 2010-2019 4.7105758 8383.27096
Atlantic (27,27.25] 1982-1999 –> 2000-2009 2.8858840 8444.50753
Atlantic (27,27.25] 2000-2009 –> 2010-2019 3.3436337 8035.80661
Atlantic (27.25,27.5] 1982-1999 –> 2000-2009 2.5091481 8471.36358
Atlantic (27.25,27.5] 2000-2009 –> 2010-2019 2.8034545 7996.92599
Atlantic (27.5,27.75] 1982-1999 –> 2000-2009 2.7400411 12704.96123
Atlantic (27.5,27.75] 2000-2009 –> 2010-2019 2.8625288 11801.14144
Atlantic (27.75,27.85] 1982-1999 –> 2000-2009 3.1402417 5884.70362
Atlantic (27.75,27.85] 2000-2009 –> 2010-2019 3.2104715 5842.49160
Atlantic (27.85,27.95] 1982-1999 –> 2000-2009 8.3375453 22931.25740
Atlantic (27.85,27.95] 2000-2009 –> 2010-2019 8.6534951 19832.94807
Atlantic (27.95,28.05] 1982-1999 –> 2000-2009 1.7849003 9519.04665
Atlantic (27.95,28.05] 2000-2009 –> 2010-2019 2.0441576 9478.97203
Atlantic (28.05,28.1] 1982-1999 –> 2000-2009 0.9068511 4050.27689
Atlantic (28.05,28.1] 2000-2009 –> 2010-2019 0.8596934 2898.61109
Atlantic (28.1,28.15] 1982-1999 –> 2000-2009 0.7118761 2510.81221
Atlantic (28.1,28.15] 2000-2009 –> 2010-2019 0.7255112 2497.39265
Atlantic (28.15,28.2] 1982-1999 –> 2000-2009 0.2639895 -1203.62460
Atlantic (28.15,28.2] 2000-2009 –> 2010-2019 0.3283748 -605.19897
Atlantic (28.2, Inf] 1982-1999 –> 2000-2009 0.0751613 -1492.00313
Atlantic (28.2, Inf] 2000-2009 –> 2010-2019 0.0776256 -861.38703
Indian (-Inf,26] 1982-1999 –> 2000-2009 9.1404284 5839.82184
Indian (-Inf,26] 2000-2009 –> 2010-2019 9.3944336 3216.55383
Indian (26,26.5] 1982-1999 –> 2000-2009 10.4279488 10320.71051
Indian (26,26.5] 2000-2009 –> 2010-2019 10.2575758 6096.49022
Indian (26.5,26.75] 1982-1999 –> 2000-2009 7.5086147 10479.32770
Indian (26.5,26.75] 2000-2009 –> 2010-2019 7.4926865 6510.06663
Indian (26.75,27] 1982-1999 –> 2000-2009 5.5734288 9482.40082
Indian (26.75,27] 2000-2009 –> 2010-2019 5.1753639 5462.80831
Indian (27,27.25] 1982-1999 –> 2000-2009 2.2093885 6048.60100
Indian (27,27.25] 2000-2009 –> 2010-2019 2.3896492 3442.12819
Indian (27.25,27.5] 1982-1999 –> 2000-2009 2.1958895 6842.89442
Indian (27.25,27.5] 2000-2009 –> 2010-2019 2.2643086 3865.83470
Indian (27.5,27.75] 1982-1999 –> 2000-2009 1.8139216 7208.92629
Indian (27.5,27.75] 2000-2009 –> 2010-2019 1.7141928 3965.66461
Indian (27.75,27.85] 1982-1999 –> 2000-2009 0.9850385 1981.26080
Indian (27.75,27.85] 2000-2009 –> 2010-2019 0.7938375 797.85609
Indian (27.85,27.95] 1982-1999 –> 2000-2009 0.5757072 632.12967
Indian (27.85,27.95] 2000-2009 –> 2010-2019 0.4962979 44.41845
Indian (27.95,28.05] 1982-1999 –> 2000-2009 0.6305671 1265.89533
Indian (27.95,28.05] 2000-2009 –> 2010-2019 0.5659711 431.41233
Indian (28.05,28.1] 1982-1999 –> 2000-2009 0.5150134 309.20041
Indian (28.05,28.1] 2000-2009 –> 2010-2019 0.4124790 -250.16015
Indian (28.1,28.2] 1982-1999 –> 2000-2009 0.4151487 -1242.16926
Indian (28.1,28.2] 2000-2009 –> 2010-2019 0.3941689 -986.96554
Indian (28.2,28.3] 1982-1999 –> 2000-2009 0.0252029 -721.61043
N_Atlantic (26,26.5] 1982-1999 –> 2000-2009 2.3832885 524.06858
N_Atlantic (26,26.5] 2000-2009 –> 2010-2019 3.0415674 583.68347
N_Atlantic (26.5,26.75] 1982-1999 –> 2000-2009 3.7566465 1817.26930
N_Atlantic (26.5,26.75] 2000-2009 –> 2010-2019 4.6086376 1360.31837
N_Atlantic (26.75,27] 1982-1999 –> 2000-2009 4.7404424 6531.97582
N_Atlantic (26.75,27] 2000-2009 –> 2010-2019 4.6929645 4442.67185
N_Atlantic (27,27.25] 1982-1999 –> 2000-2009 3.9970907 9481.74194
N_Atlantic (27,27.25] 2000-2009 –> 2010-2019 5.0271147 6202.28318
N_Atlantic (27.25,27.5] 1982-1999 –> 2000-2009 3.3870764 12905.86024
N_Atlantic (27.25,27.5] 2000-2009 –> 2010-2019 4.2744131 9642.18988
N_Atlantic (27.5,27.75] 1982-1999 –> 2000-2009 4.9222526 20649.49927
N_Atlantic (27.5,27.75] 2000-2009 –> 2010-2019 6.2278376 15392.70104
N_Atlantic (27.75,27.85] 1982-1999 –> 2000-2009 4.8240123 15995.44429
N_Atlantic (27.75,27.85] 2000-2009 –> 2010-2019 6.0366227 13397.16297
N_Atlantic (27.85,27.95] 1982-1999 –> 2000-2009 2.9834752 46136.88441
N_Atlantic (27.85,27.95] 2000-2009 –> 2010-2019 4.0785403 40469.05360
N_Atlantic (27.95,28.05] 1982-1999 –> 2000-2009 2.1360534 29190.38146
N_Atlantic (27.95,28.05] 2000-2009 –> 2010-2019 3.4489024 24425.63559
N_Atlantic (28.05,28.1] 1982-1999 –> 2000-2009 2.7195910 7706.92627
N_Atlantic (28.05,28.1] 2000-2009 –> 2010-2019 2.6244299 5590.60855
N_Atlantic (28.1,28.15] 1982-1999 –> 2000-2009 1.2688410 1590.45196
N_Atlantic (28.1,28.15] 2000-2009 –> 2010-2019 1.5501393 1466.36591
N_Atlantic (28.15,28.2] 1982-1999 –> 2000-2009 0.4923158 50.90680
N_Atlantic (28.15,28.2] 2000-2009 –> 2010-2019 0.3589772 14.00435
N_Atlantic (28.2, Inf] 1982-1999 –> 2000-2009 0.4209813 2.03194
N_Atlantic (28.2, Inf] 2000-2009 –> 2010-2019 0.3037371 11.16037
N_Pacific (-Inf,26] 1982-1999 –> 2000-2009 7.4409434 1717.88109
N_Pacific (-Inf,26] 2000-2009 –> 2010-2019 5.6138114 1935.73096
N_Pacific (26,26.5] 1982-1999 –> 2000-2009 6.9560731 5413.45347
N_Pacific (26,26.5] 2000-2009 –> 2010-2019 6.8456753 5551.50799
N_Pacific (26.5,26.75] 1982-1999 –> 2000-2009 3.0107530 3745.80606
N_Pacific (26.5,26.75] 2000-2009 –> 2010-2019 3.1069314 4490.81191
N_Pacific (26.75,27] 1982-1999 –> 2000-2009 1.6181659 3675.69742
N_Pacific (26.75,27] 2000-2009 –> 2010-2019 1.7138836 4093.60275
N_Pacific (27,27.25] 1982-1999 –> 2000-2009 1.2511136 3317.22139
N_Pacific (27,27.25] 2000-2009 –> 2010-2019 1.2452398 3433.97853
N_Pacific (27.25,27.5] 1982-1999 –> 2000-2009 1.1584306 4175.28389
N_Pacific (27.25,27.5] 2000-2009 –> 2010-2019 1.1011493 4289.49117
N_Pacific (27.5,27.75] 1982-1999 –> 2000-2009 0.4698157 -305.34856
N_Pacific (27.5,27.75] 2000-2009 –> 2010-2019 0.4192885 -971.38331
N_Pacific (27.75,27.85] 1982-1999 –> 2000-2009 0.2721069 -1350.06583
N_Pacific (27.75,27.85] 2000-2009 –> 2010-2019 0.3131232 -1177.50444
N_Pacific (27.85,27.95] 1982-1999 –> 2000-2009 0.4250259 -714.25188
N_Pacific (27.85,27.95] 2000-2009 –> 2010-2019 0.3583458 -1238.09179
N_Pacific (27.95,28.05] 1982-1999 –> 2000-2009 0.3343267 -1975.32067
N_Pacific (27.95,28.05] 2000-2009 –> 2010-2019 0.3789239 -1839.39694
N_Pacific (28.05,28.1] 1982-1999 –> 2000-2009 0.0847311 -7470.86542
N_Pacific (28.05,28.1] 2000-2009 –> 2010-2019 0.0724389 -12427.69634
N_Pacific (28.1,28.2] 1982-1999 –> 2000-2009 0.0153039 -8215.82193
N_Pacific (28.1,28.2] 2000-2009 –> 2010-2019 0.0144311 -17581.12934
Pacific (-Inf,26] 1982-1999 –> 2000-2009 18.5517439 44217.12033
Pacific (-Inf,26] 2000-2009 –> 2010-2019 17.8326440 63994.29784
Pacific (26,26.5] 1982-1999 –> 2000-2009 16.0958568 28916.39897
Pacific (26,26.5] 2000-2009 –> 2010-2019 17.4978068 32397.73654
Pacific (26.5,26.75] 1982-1999 –> 2000-2009 14.5561741 19460.30074
Pacific (26.5,26.75] 2000-2009 –> 2010-2019 18.7700083 22442.06099
Pacific (26.75,27] 1982-1999 –> 2000-2009 9.3928629 18728.63386
Pacific (26.75,27] 2000-2009 –> 2010-2019 10.7757810 25807.64567
Pacific (27,27.25] 1982-1999 –> 2000-2009 5.6457392 20031.41651
Pacific (27,27.25] 2000-2009 –> 2010-2019 6.5253634 27392.76151
Pacific (27.25,27.5] 1982-1999 –> 2000-2009 2.9061849 19627.21557
Pacific (27.25,27.5] 2000-2009 –> 2010-2019 3.0835637 26274.93924
Pacific (27.5,27.75] 1982-1999 –> 2000-2009 1.9180415 15905.94065
Pacific (27.5,27.75] 2000-2009 –> 2010-2019 1.8384122 20150.55959
Pacific (27.75,27.85] 1982-1999 –> 2000-2009 1.2829795 5597.02483
Pacific (27.75,27.85] 2000-2009 –> 2010-2019 1.1478643 6979.98931
Pacific (27.85,27.95] 1982-1999 –> 2000-2009 0.9972682 5684.74667
Pacific (27.85,27.95] 2000-2009 –> 2010-2019 1.0236662 8543.12243
Pacific (27.95,28.05] 1982-1999 –> 2000-2009 0.7053102 6082.54164
Pacific (27.95,28.05] 2000-2009 –> 2010-2019 0.7667990 9133.64496
Pacific (28.05,28.1] 1982-1999 –> 2000-2009 0.5027078 340.18827
Pacific (28.05,28.1] 2000-2009 –> 2010-2019 0.4695059 -523.31059
Pacific (28.1,28.2] 1982-1999 –> 2000-2009 0.1841892 -10373.17662
Pacific (28.1,28.2] 2000-2009 –> 2010-2019 0.1581293 -15268.64764
SO (-Inf,26] 1982-1999 –> 2000-2009 2.3126449 136.23767
SO (-Inf,26] 2000-2009 –> 2010-2019 2.6479620 105.93955
SO (26,26.5] 1982-1999 –> 2000-2009 4.7128717 1492.80318
SO (26,26.5] 2000-2009 –> 2010-2019 4.4461749 1146.76267
SO (26.5,26.75] 1982-1999 –> 2000-2009 5.7858538 3779.41234
SO (26.5,26.75] 2000-2009 –> 2010-2019 4.9623315 2514.51018
SO (26.75,27] 1982-1999 –> 2000-2009 6.8247575 8267.10452
SO (26.75,27] 2000-2009 –> 2010-2019 6.8122415 6257.04723
SO (27,27.25] 1982-1999 –> 2000-2009 6.0695780 14070.27841
SO (27,27.25] 2000-2009 –> 2010-2019 5.7707668 10952.89639
SO (27.25,27.5] 1982-1999 –> 2000-2009 3.1228645 13800.47330
SO (27.25,27.5] 2000-2009 –> 2010-2019 3.9241998 12662.93181
SO (27.5,27.75] 1982-1999 –> 2000-2009 1.9054019 11205.37029
SO (27.5,27.75] 2000-2009 –> 2010-2019 2.3475390 11260.26626
SO (27.75,27.85] 1982-1999 –> 2000-2009 1.9184875 5490.81990
SO (27.75,27.85] 2000-2009 –> 2010-2019 1.8171506 4871.38306
SO (27.85,27.95] 1982-1999 –> 2000-2009 2.1657841 8308.43990
SO (27.85,27.95] 2000-2009 –> 2010-2019 1.8587834 7077.88410
SO (27.95,28.05] 1982-1999 –> 2000-2009 2.9664472 17543.37706
SO (27.95,28.05] 2000-2009 –> 2010-2019 2.5341139 16189.50173
SO (28.05,28.1] 1982-1999 –> 2000-2009 2.2033129 12949.19677
SO (28.05,28.1] 2000-2009 –> 2010-2019 2.0563330 11707.75483
SO (28.1,28.15] 1982-1999 –> 2000-2009 0.9267466 3747.05508
SO (28.1,28.15] 2000-2009 –> 2010-2019 1.0030508 2912.30720
SO (28.1,28.2] 1982-1999 –> 2000-2009 1.3349353 15860.92739
SO (28.1,28.2] 2000-2009 –> 2010-2019 1.2334135 13807.06913
SO (28.15,28.2] 1982-1999 –> 2000-2009 0.5913089 1097.97907
SO (28.15,28.2] 2000-2009 –> 2010-2019 0.6289681 1407.91817
SO (28.2, Inf] 1982-1999 –> 2000-2009 0.2055566 -9792.39382
SO (28.2, Inf] 2000-2009 –> 2010-2019 0.1885848 -7658.57916
SO (28.2,28.3] 1982-1999 –> 2000-2009 0.9081182 3758.55539
SO (28.2,28.3] 2000-2009 –> 2010-2019 0.8509631 3448.06935
SO (28.3, Inf] 1982-1999 –> 2000-2009 0.7294896 -407.82009
SO (28.3, Inf] 2000-2009 –> 2010-2019 0.2487322 -354.18924

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
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
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
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
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] 9 10 4 5 3 7 6
(26,26.5] 7 10 3 4 5 6 8
(26.5,26.75] 7 10 3 2 5 6 7
(26.75,27] 6 8 3 4 4 10 7
(27,27.25] 5 10 6 4 2 10 6
(27.25,27.5] 6 10 6 3 3 10 5
(27.5,27.75] 7 10 4 3 3 3 7
(27.75,27.85] 8 10 5 3 5 6 7
(27.85,27.95] 8 10 3 6 5 6 6
(27.95,28.05] 4 10 3 3 4 9 9
(28.05,28.1] 6 6 4 5 3 10 6
(28.1,28.15] 5 7 1 4 6 7 4
(28.15,28.2] 6 4 4 3 4 10 7
(28.2, Inf] 5 5 4 3 6 9 4
total 89.00 120.00 53.00 52.00 58.00 109.00 89.00
Atlantic - 2000-2009 --> 2010-2019
(-Inf,26] 9 10 4 3 5 7 6
(26,26.5] 7 10 2 4 6 6 8
(26.5,26.75] 7 10 2 2 6 6 7
(26.75,27] 5 6 2 2 5 10 7
(27,27.25] 6 10 3 5 4 10 6
(27.25,27.5] 6 10 4 5 3 10 5
(27.5,27.75] 7 10 3 5 6 7 6
(27.75,27.85] 8 10 4 6 4 6 6
(27.85,27.95] 8 10 4 5 5 6 6
(27.95,28.05] 4 10 2 5 5 5 10
(28.05,28.1] 6 4 2 4 7 10 4
(28.1,28.15] 5 7 1 4 6 7 5
(28.15,28.2] 7 5 4 3 4 10 6
(28.2, Inf] 6 5 2 3 7 0 5
total 91.00 117.00 39.00 56.00 73.00 100.00 87.00
Indian - 1982-1999 --> 2000-2009
(-Inf,26] 6 6 3 5 6 8 9
(26,26.5] 7 7 3 6 5 6 9
(26.5,26.75] 6 7 3 5 5 7 10
(26.75,27] 5 8 2 3 8 10 6
(27,27.25] 5 7 2 4 5 10 10
(27.25,27.5] 4 6 4 2 3 7 10
(27.5,27.75] 6 9 4 5 3 10 6
(27.75,27.85] 8 8 5 2 2 6 5
(27.85,27.95] 6 6 4 3 3 8 8
(27.95,28.05] 4 6 3 2 3 8 10
(28.05,28.1] 5 3 3 2 6 10 7
(28.1,28.2] 6 10 4 5 6 6 7
(28.2,28.3] 5 5 4 3 6 10 5
total 73.00 88.00 44.00 47.00 61.00 106.00 102.00
Indian - 2000-2009 --> 2010-2019
(-Inf,26] 6 6 4 4 6 8 9
(26,26.5] 6 7 2 5 6 7 10
(26.5,26.75] 5 6 2 4 7 8 10
(26.75,27] 6 6 4 5 5 9 7
(27,27.25] 5 6 3 3 5 10 10
(27.25,27.5] 4 5 4 2 3 9 9
(27.5,27.75] 7 10 3 5 4 8 5
(27.75,27.85] 7 8 4 2 3 7 6
(27.85,27.95] 6 6 5 2 3 8 8
(27.95,28.05] 4 6 3 2 3 8 10
(28.05,28.1] 5 3 3 3 5 8 9
(28.1,28.2] 6 7 3 3 9 10 6
total 67.00 76.00 40.00 40.00 59.00 100.00 99.00
N_Atlantic - 1982-1999 --> 2000-2009
(26,26.5] 6 3 3 4 5 6 9
(26.5,26.75] 5 4 1 4 6 6 10
(26.75,27] 5 5 5 2 4 9 8
(27,27.25] 7 9 4 6 5 6 7
(27.25,27.5] 7 10 5 4 3 9 6
(27.5,27.75] 8 7 3 5 5 9 7
(27.75,27.85] 10 7 3 6 5 7 4
(27.85,27.95] 6 10 2 7 5 8 6
(27.95,28.05] 7 10 3 4 7 6 7
(28.05,28.1] 8 10 4 5 5 6 6
(28.1,28.15] 2 9 1 3 6 4 5
(28.15,28.2] 6 2 3 2 3 2 2
(28.2, Inf] 8 10 4 6 4 5 4
total 85.00 96.00 41.00 58.00 63.00 83.00 81.00
N_Atlantic - 2000-2009 --> 2010-2019
(26,26.5] 7 6 3 2 3 8 7
(26.5,26.75] 5 4 2 3 6 6 10
(26.75,27] 5 5 4 3 5 9 8
(27,27.25] 6 10 3 5 6 5 8
(27.25,27.5] 6 10 4 8 3 6 7
(27.5,27.75] 10 5 4 4 6 6 6
(27.75,27.85] 8 10 1 7 6 5 6
(27.85,27.95] 5 10 3 5 6 9 5
(27.95,28.05] 7 10 2 7 5 6 7
(28.05,28.1] 8 10 4 6 4 6 6
(28.1,28.15] 3 6 2 4 4 7 6
(28.15,28.2] 7 7 4 5 5 6 6
(28.2, Inf] 8 6 3 2 2 5 3
total 85.00 99.00 39.00 61.00 61.00 84.00 85.00
N_Pacific - 1982-1999 --> 2000-2009
(-Inf,26] 6 4 5 2 5 9 8
(26,26.5] 6 10 3 4 3 10 5
(26.5,26.75] 5 8 4 5 3 10 8
(26.75,27] 7 10 4 2 4 10 5
(27,27.25] 6 8 2 4 4 10 9
(27.25,27.5] 7 10 4 4 4 10 5
(27.5,27.75] 7 10 3 7 5 6 6
(27.75,27.85] 6 6 1 5 8 7 9
(27.85,27.95] 3 6 3 4 4 5 10
(27.95,28.05] 4 7 3 4 2 7 10
(28.05,28.1] 2 5 0 3 9 6 7
(28.1,28.2] 5 5 2 1 10 7 5
total 64.00 89.00 34.00 45.00 61.00 97.00 87.00
N_Pacific - 2000-2009 --> 2010-2019
(-Inf,26] 6 4 5 3 4 9 8
(26,26.5] 6 7 3 5 4 10 8
(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 4 5 5 10 7
(27.25,27.5] 4 10 3 6 3 10 6
(27.5,27.75] 7 10 3 6 5 6 7
(27.75,27.85] 5 8 2 5 7 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 1 1 8 5 8
(28.1,28.2] 5 5 2 1 10 7 5
total 59.00 80.00 35.00 42.00 69.00 96.00 87.00
Pacific - 1982-1999 --> 2000-2009
(-Inf,26] 8 10 4 4 4 7 7
(26,26.5] 7 8 5 6 4 6 8
(26.5,26.75] 5 8 2 3 8 10 6
(26.75,27] 7 7 2 5 7 6 9
(27,27.25] 6 6 5 4 2 10 9
(27.25,27.5] 7 6 4 6 4 10 6
(27.5,27.75] 8 8 2 6 7 6 7
(27.75,27.85] 6 6 3 4 8 9 8
(27.85,27.95] 5 8 1 4 10 6 8
(27.95,28.05] 6 6 3 3 6 10 8
(28.05,28.1] 7 2 2 6 5 6 7
(28.1,28.2] 5 5 5 3 4 10 6
total 77.00 80.00 38.00 54.00 69.00 96.00 89.00
Pacific - 2000-2009 --> 2010-2019
(-Inf,26] 8 10 4 4 4 7 7
(26,26.5] 7 6 4 3 8 8 8
(26.5,26.75] 6 10 3 3 4 10 7
(26.75,27] 6 5 4 2 8 6 10
(27,27.25] 7 6 4 4 4 10 8
(27.25,27.5] 7 6 3 5 6 10 6
(27.5,27.75] 8 6 3 7 5 8 7
(27.75,27.85] 6 6 3 4 8 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 6 5 6 8
(28.1,28.2] 6 5 2 3 7 10 5
total 78.00 76.00 37.00 47.00 77.00 97.00 90.00
SO - 1982-1999 --> 2000-2009
(-Inf,26] 7 6 4 5 5 6 7
(26,26.5] 7 6 1 7 6 9 8
(26.5,26.75] 7 7 4 5 5 7 9
(26.75,27] 7 6 2 5 6 10 6
(27,27.25] 5 3 4 3 2 10 9
(27.25,27.5] 4 10 1 10 3 5 6
(27.5,27.75] 5 5 3 4 6 10 9
(27.75,27.85] 5 6 2 4 5 10 10
(27.85,27.95] 6 10 0 7 4 8 6
(27.95,28.05] 5 10 1 8 4 7 7
(28.05,28.1] 3 10 5 8 0 6 8
(28.1,28.15] 5 4 2 4 5 10 6
(28.1,28.2] 6 6 1 5 9 10 5
(28.15,28.2] 5 5 4 3 6 10 5
(28.2, Inf] 6 6 3 3 5 10 6
(28.2,28.3] 3 8 3 9 1 6 4
(28.3, Inf] 4 7 4 2 3 8 8
total 90.00 115.00 44.00 92.00 75.00 142.00 119.00
SO - 2000-2009 --> 2010-2019
(-Inf,26] 6 4 3 4 4 2 7
(26,26.5] 6 6 4 7 4 9 8
(26.5,26.75] 7 7 3 6 5 7 9
(26.75,27] 4 2 2 2 8 10 5
(27,27.25] 6 4 4 1 4 10 8
(27.25,27.5] 6 0 1 7 5 7 7
(27.5,27.75] 6 8 2 5 7 6 9
(27.75,27.85] 6 7 2 3 6 9 10
(27.85,27.95] 7 10 2 5 6 5 6
(27.95,28.05] 7 10 1 7 5 6 6
(28.05,28.1] 5 7 1 8 5 8 8
(28.1,28.15] 5 5 3 7 4 10 6
(28.1,28.2] 5 9 6 5 1 10 6
(28.15,28.2] 5 5 5 3 5 10 5
(28.2, Inf] 6 6 5 3 3 10 6
(28.2,28.3] 6 10 3 10 3 5 4
(28.3, Inf] 1 2 1 3 3 6 2
total 94.00 102.00 48.00 86.00 78.00 130.00 112.00

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
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
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
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
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