Last updated: 2021-08-19

Checks: 7 0

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

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

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

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

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

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

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

# convert to tibble
lm_all <- as_tibble(lm_all)

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

# remove 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_si) %>%
  unique()

lm_all <- anti_join(lm_all, lm_rm)

# 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:

  • 112

4 Fit all models

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

  • cstar_tref

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

# loop across all basins, era, gamma slabs, and MLRs
# fit all MLR models
for (i_basin in unique(GLODAP$basin)) {
  for (i_era in unique(GLODAP$era)) {
    #i_basin <- unique(GLODAP$basin)[1]
    #i_era   <- unique(GLODAP$era)[1]
    print(i_basin)
    print(i_era)
    
    GLODAP_basin_era <- GLODAP %>%
      filter(basin == i_basin, era == i_era)
    
    for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
      #i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[1]
      print(i_gamma_slab)
      
      GLODAP_basin_era_slab <- GLODAP_basin_era %>%
        filter(gamma_slab == i_gamma_slab)
      
      # 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
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 587 2.7080743 2849.417013 458.390958 9.4138064 1982-1999 –> 2000-2009 6.1765680 3.4684936 6777.52563 516.895972 14 15
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 587 2.6214838 2811.265155 847.177167 9.4311945 1982-1999 –> 2000-2009 6.3604200 3.7389363 6849.74250 980.392688 2 8
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 587 2.6344437 2817.054801 146.671877 9.4337447 1982-1999 –> 2000-2009 6.3666762 3.7322325 6852.89412 170.820174 5 10
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 587 2.6365438 2817.990336 204.497404 9.4379184 1982-1999 –> 2000-2009 6.3683279 3.7317840 6853.65301 234.377871 6 10
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 587 2.6455141 2821.977830 138.564526 9.0129897 1982-1999 –> 2000-2009 6.3704413 3.7249272 6854.93703 216.864620 7 10
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 587 2.6488911 2823.475487 210.389897 8.9780767 1982-1999 –> 2000-2009 6.3716209 3.7227298 6855.56726 321.552266 9 11
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 587 2.6324626 2816.171617 816.912467 9.0039164 1982-1999 –> 2000-2009 6.3724367 3.7399741 6855.05693 937.543877 3 10
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 587 2.6330067 2814.414271 809.499617 8.9202046 1982-1999 –> 2000-2009 6.3969173 3.7639106 6860.67787 888.226320 4 14
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 587 2.6466856 2820.497601 138.039447 8.8872398 1982-1999 –> 2000-2009 6.3993482 3.7526626 6862.36170 152.149044 8 17
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 587 2.6496812 2821.825631 200.935027 8.8715071 1982-1999 –> 2000-2009 6.4017204 3.7520392 6863.44550 227.374183 10 18
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 295 2.6097031 1417.123252 39.221869 8.1456250 2000-2009 –> 2010-2019 5.2462470 2.6365438 4235.11359 243.719273 2 8
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 295 2.6127660 1417.815306 30.209349 8.1383895 2000-2009 –> 2010-2019 5.2472097 2.6344437 4234.87011 176.881227 3 8
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 295 2.6095756 1417.094418 93.684034 7.9526938 2000-2009 –> 2010-2019 5.2584667 2.6488911 4240.56991 304.073931 1 10
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 295 2.6139576 1418.084325 61.093167 7.9642741 2000-2009 –> 2010-2019 5.2594717 2.6455141 4240.06216 199.657693 4 11
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 295 2.6171281 1416.799508 20.743346 8.0488706 2000-2009 –> 2010-2019 5.2638137 2.6466856 4237.29711 158.782794 6 14
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 295 2.6142095 1416.141169 35.104245 8.0550192 2000-2009 –> 2010-2019 5.2638907 2.6496812 4237.96680 236.039272 5 15
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 295 2.6472868 1425.559550 38.806427 8.0769076 2000-2009 –> 2010-2019 5.2650904 2.6178036 4235.17543 223.002810 7 8
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 295 2.6749812 1431.699732 167.587793 8.1527642 2000-2009 –> 2010-2019 5.2964650 2.6214838 4242.96489 1014.764960 9 11
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 295 2.6847546 1433.851446 144.616735 7.9757958 2000-2009 –> 2010-2019 5.3172172 2.6324626 4250.02306 961.529202 10 13
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 295 2.6853454 1431.981257 116.762783 8.0129821 2000-2009 –> 2010-2019 5.3183521 2.6330067 4246.39553 926.262399 11 15
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 774 2.9205371 3869.612982 698.315403 9.2932326 1982-1999 –> 2000-2009 5.2598821 2.3393450 9183.55198 793.336397 1 2
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 774 2.9250009 3871.977189 79.506270 9.2989202 1982-1999 –> 2000-2009 5.2851746 2.3601737 9206.62309 104.651796 3 5
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 774 2.9258091 3872.404825 120.649830 9.2935578 1982-1999 –> 2000-2009 5.2905607 2.3647516 9211.57733 166.562818 5 8
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 774 2.9247640 3871.851810 747.402334 9.6805996 1982-1999 –> 2000-2009 5.5204067 2.5956427 9428.64880 958.036948 2 6
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 774 2.9294234 3874.315956 85.827374 9.6957769 1982-1999 –> 2000-2009 5.5495193 2.6200959 9453.01706 108.099808 7 13
Indian (26,26.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 774 2.9287222 3873.945342 107.668270 9.6925937 1982-1999 –> 2000-2009 5.5502015 2.6214794 9453.87958 132.573025 6 13
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 774 2.9939419 3906.039552 671.196549 9.0370907 1982-1999 –> 2000-2009 5.6005422 2.6066002 9470.67726 755.821980 14 19
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 774 3.0002119 3909.278017 75.647882 9.1689626 1982-1999 –> 2000-2009 5.6305141 2.6303022 9495.06107 84.580347 19 27
Indian (26,26.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 774 2.9994202 3908.869474 100.812868 9.1709322 1982-1999 –> 2000-2009 5.6312989 2.6318787 9496.05221 116.062727 18 27
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 774 2.9256070 3872.297909 92.029169 9.5070789 1982-1999 –> 2000-2009 5.6555451 2.7299381 9546.93392 117.435521 4 14
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 402 2.3152933 1829.813819 147.502682 9.4240627 2000-2009 –> 2010-2019 5.2358303 2.9205371 5699.42680 845.818085 1 2
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 402 2.3269234 1833.842348 26.347249 9.4440989 2000-2009 –> 2010-2019 5.2519243 2.9250009 5705.81954 105.853519 2 5
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 402 2.3284562 1834.371781 48.325781 9.4464044 2000-2009 –> 2010-2019 5.2542653 2.9258091 5706.77661 168.975611 3 8
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 402 2.4749513 1883.428038 299.076058 8.9806026 2000-2009 –> 2010-2019 5.3997153 2.9247640 5755.27985 1046.478392 4 6
Indian (26,26.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 402 2.4930902 1889.299056 37.711998 8.9942576 2000-2009 –> 2010-2019 5.4218124 2.9287222 5763.24440 145.380268 6 12
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 402 2.4928012 1889.205847 32.343231 8.9913514 2000-2009 –> 2010-2019 5.4222246 2.9294234 5763.52180 118.170604 5 12
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 402 2.5116091 1895.249183 37.170051 9.3818819 2000-2009 –> 2010-2019 5.4372161 2.9256070 5767.54709 129.199220 8 12
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 402 2.5034005 1890.617198 116.594053 8.9070855 2000-2009 –> 2010-2019 5.4973425 2.9939419 5796.65675 787.790602 7 21
Indian (26,26.5] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 402 2.5117052 1893.279936 28.475068 9.3532722 2000-2009 –> 2010-2019 5.5037388 2.9920336 5798.33247 78.588597 9 22
Indian (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 402 2.5578515 1907.917358 8.150608 9.4993961 2000-2009 –> 2010-2019 5.5056999 2.9478485 5789.93919 54.870884 12 20
Indian (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 833 2.5884539 3962.418811 522.448384 9.7324836 1982-1999 –> 2000-2009 4.9102290 2.3217751 8869.80825 584.700018 1 3
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 833 2.5886861 3962.568227 342.718116 9.6459637 1982-1999 –> 2000-2009 4.9102459 2.3215599 8869.75709 383.058965 2 3
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 833 2.5889884 3962.762795 525.066609 9.6348060 1982-1999 –> 2000-2009 4.9116279 2.3226395 8870.95781 776.859888 3 6
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 833 2.8836380 4142.333394 36.129312 8.5956563 1982-1999 –> 2000-2009 5.3087874 2.4251493 9143.98907 68.499273 11 15
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 833 2.8834153 4142.204735 23.264872 8.5968517 1982-1999 –> 2000-2009 5.3095090 2.4260936 9144.70286 44.123544 10 15
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 833 2.8800231 4140.243604 284.499559 8.6462141 1982-1999 –> 2000-2009 5.3145541 2.4345310 9150.25453 447.210044 7 13
Indian (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 833 2.9415095 4173.437149 33.920474 8.5149019 1982-1999 –> 2000-2009 5.3805904 2.4390808 9185.48855 65.958736 17 24
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 833 2.9419217 4173.670539 21.934711 8.5225534 1982-1999 –> 2000-2009 5.3821099 2.4401883 9186.70427 42.574085 18 26
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 833 2.9479859 4177.101154 214.194299 8.5997643 1982-1999 –> 2000-2009 5.3976743 2.4496884 9198.54341 373.283085 19 28
Indian (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 833 2.8569322 4126.832409 535.563290 9.4213659 1982-1999 –> 2000-2009 5.4500242 2.5930920 9273.38497 769.601054 6 16
Indian (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 458 2.5644252 2176.376373 105.972311 8.5151092 2000-2009 –> 2010-2019 5.1528791 2.5884539 6138.79518 628.420695 1 2
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 458 2.5644399 2176.381614 70.572669 8.5124355 2000-2009 –> 2010-2019 5.1531260 2.5886861 6138.94984 413.290785 2 4
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 458 2.5650293 2176.592120 433.157288 8.4919954 2000-2009 –> 2010-2019 5.1540177 2.5889884 6139.35492 958.223898 3 6
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 458 2.6069431 2191.439035 25.526129 8.7862453 2000-2009 –> 2010-2019 5.5046499 2.8977067 6341.88076 52.654828 4 16
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 458 2.6554908 2208.340315 363.662038 8.9458846 2000-2009 –> 2010-2019 5.5355139 2.8800231 6348.58392 648.161597 9 16
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 458 2.6547242 2208.075841 38.635753 8.9770200 2000-2009 –> 2010-2019 5.5381395 2.8834153 6350.28058 61.900625 7 17
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 458 2.6547225 2208.075252 58.418205 8.9770940 2000-2009 –> 2010-2019 5.5383605 2.8836380 6350.40865 94.547518 6 17
Indian (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 458 2.6895267 2220.006233 347.312719 8.6695794 2000-2009 –> 2010-2019 5.5464588 2.8569322 6346.83864 882.876009 14 20
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 458 2.6548242 2206.110329 10.106402 8.9809060 2000-2009 –> 2010-2019 5.5527700 2.8979458 6354.68952 26.243695 8 21
Indian (26.5,26.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 458 2.6205703 2194.214724 24.150186 8.9126086 2000-2009 –> 2010-2019 5.5946215 2.9740513 6385.98152 45.460848 5 25
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 860 2.7758967 4210.649245 330.830272 10.6543493 1982-1999 –> 2000-2009 5.7450284 2.9691318 10146.67481 466.540651 1 2
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 860 2.7810838 4213.860273 131.311925 10.7364237 1982-1999 –> 2000-2009 5.7504434 2.9693597 10150.06712 152.044801 2 4
Indian (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 860 2.7886693 4218.545292 196.695861 10.7317942 1982-1999 –> 2000-2009 5.7587945 2.9701251 10155.36096 226.748850 3 6
Indian (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 860 2.8485390 4255.081010 360.006870 9.7600309 1982-1999 –> 2000-2009 5.8823406 3.0338016 10242.00035 473.807448 4 8
Indian (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 860 2.8944396 4282.575667 104.796459 10.0523313 1982-1999 –> 2000-2009 6.0380247 3.1435851 10353.45803 123.685120 6 11
Indian (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 860 2.9515628 4316.190125 128.200455 10.8524238 1982-1999 –> 2000-2009 6.1408156 3.1892528 10421.13903 153.668674 12 18
Indian (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 860 2.8821580 4273.261935 167.532951 9.8911840 1982-1999 –> 2000-2009 6.2702552 3.3880972 10519.06886 214.713205 5 21
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 860 3.0743412 4386.290165 380.486895 10.1115588 1982-1999 –> 2000-2009 6.2773356 3.2029944 10501.39442 502.758094 14 23
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 860 3.0818022 4390.459286 37.805822 10.1227115 1982-1999 –> 2000-2009 6.2783888 3.1965866 10500.83347 57.602942 18 26
Indian (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 860 3.0831962 4391.237174 56.353392 10.1138512 1982-1999 –> 2000-2009 6.2789931 3.1957969 10501.02773 77.370009 19 26
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 436 2.4887766 2046.396387 258.332215 6.5019674 2000-2009 –> 2010-2019 5.2646733 2.7758967 6257.04563 589.162487 2 3
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 436 2.4947493 2048.486547 49.763080 6.5390031 2000-2009 –> 2010-2019 5.2758331 2.7810838 6262.34682 181.075005 3 5
Indian (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 436 2.4957495 2048.836071 67.094216 6.5483180 2000-2009 –> 2010-2019 5.2844188 2.7886693 6267.38136 263.790078 4 7
Indian (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 436 2.4608366 2036.551612 164.734850 7.8085803 2000-2009 –> 2010-2019 5.3093757 2.8485390 6291.63262 524.741720 1 5
Indian (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 436 2.5358505 2062.735778 43.645269 8.6349750 2000-2009 –> 2010-2019 5.4302901 2.8944396 6345.31144 148.441728 5 11
Indian (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 436 2.5468272 2066.502169 54.749780 8.7365390 2000-2009 –> 2010-2019 5.4983900 2.9515628 6382.69229 182.950235 6 18
Indian (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 436 2.7184578 2121.370863 84.606609 8.0068908 2000-2009 –> 2010-2019 5.6006159 2.8821580 6394.63280 252.139561 22 27
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 436 2.5817601 2078.381445 251.299041 8.2538628 2000-2009 –> 2010-2019 5.6561013 3.0743412 6464.67161 631.785936 11 25
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 436 2.5800207 2077.793743 23.477334 8.2410536 2000-2009 –> 2010-2019 5.6618228 3.0818022 6468.25303 61.283156 9 27
Indian (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 436 2.5800095 2077.789953 25.148778 8.2409656 2000-2009 –> 2010-2019 5.6632057 3.0831962 6469.02713 81.502170 8 27
Indian (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 767 2.2150924 3410.632921 110.618645 9.2550513 1982-1999 –> 2000-2009 4.4780177 2.2629253 8982.32676 128.445991 2 4
Indian (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 767 2.2267724 3418.700258 139.653215 9.2514700 1982-1999 –> 2000-2009 4.4826446 2.2558723 8982.63374 162.136535 3 4
Indian (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 767 2.2071486 3405.121764 276.496031 9.1744773 1982-1999 –> 2000-2009 4.4826915 2.2755428 8990.63848 360.454358 1 4
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 767 2.3619497 3509.105394 228.816571 7.4515955 1982-1999 –> 2000-2009 4.7777730 2.4158233 9243.33840 291.279770 4 8
Indian (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 767 2.3948059 3530.297253 41.314359 8.8552830 1982-1999 –> 2000-2009 5.0028115 2.6080056 9454.82270 57.120850 7 13
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 767 2.3931021 3529.205520 24.524233 8.8370212 1982-1999 –> 2000-2009 5.0097312 2.6166290 9461.93744 39.179764 6 14
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 767 2.3911733 3527.968631 224.623640 8.7912123 1982-1999 –> 2000-2009 5.0351747 2.6440014 9486.57130 302.547334 5 14
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 767 2.5280952 3613.384742 54.058093 7.8090041 1982-1999 –> 2000-2009 5.0624189 2.5343237 9466.66401 68.019485 12 17
Indian (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 767 2.4458928 3560.676993 183.873919 8.5482411 1982-1999 –> 2000-2009 5.1104352 2.6645424 9536.51859 245.736642 8 19
Indian (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 767 2.4618935 3570.679481 26.235383 8.9370747 1982-1999 –> 2000-2009 5.1311085 2.6692150 9550.87677 36.037472 11 23
Indian (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 491 2.1651508 2165.982843 36.625896 8.5571798 2000-2009 –> 2010-2019 4.3919232 2.2267724 5584.68310 176.279111 1 4
Indian (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 491 2.1796324 2172.529050 30.639762 8.5405175 2000-2009 –> 2010-2019 4.3947248 2.2150924 5583.16197 141.258407 2 4
Indian (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 491 2.2199535 2190.529121 148.578843 8.5323701 2000-2009 –> 2010-2019 4.4271021 2.2071486 5595.65089 425.074873 3 4
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 491 2.2895851 2220.857611 111.232833 7.0981346 2000-2009 –> 2010-2019 4.6515348 2.3619497 5729.96300 340.049403 4 8
Indian (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 491 2.3905760 2263.244343 14.850400 7.1831503 2000-2009 –> 2010-2019 4.7853818 2.3948059 5793.54160 56.164760 5 12
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 491 2.3975838 2266.118807 13.507378 7.1846349 2000-2009 –> 2010-2019 4.7906859 2.3931021 5795.32433 38.031611 6 12
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 491 2.4476500 2286.413715 127.187137 7.2180843 2000-2009 –> 2010-2019 4.8388233 2.3911733 5814.38235 351.810777 8 13
Indian (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 491 2.4552512 2287.458584 106.054762 7.0052749 2000-2009 –> 2010-2019 4.9011440 2.4458928 5848.13558 289.928681 9 17
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 491 2.4364755 2281.920231 19.196766 6.7256371 2000-2009 –> 2010-2019 4.9645707 2.5280952 5895.30497 73.254859 7 19
Indian (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 491 2.5174363 2312.020357 9.913653 8.0747822 2000-2009 –> 2010-2019 4.9740264 2.4565901 5879.39174 31.463470 12 22
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1513 2.2232671 6725.414728 56.124888 7.6823194 1982-1999 –> 2000-2009 4.2357733 2.0125062 15267.76845 77.058106 2 4
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1513 2.2264357 6729.724414 68.608339 7.7620498 1982-1999 –> 2000-2009 4.2388846 2.0124488 15271.96328 93.808767 5 6
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1513 2.2210210 6722.356179 278.258898 7.5244111 1982-1999 –> 2000-2009 4.2399229 2.0189019 15277.48413 401.125230 1 4
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1513 2.2257441 6728.784246 151.279049 7.4750235 1982-1999 –> 2000-2009 4.2494054 2.0236613 15293.39193 242.169109 3 7
Indian (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1513 2.2261188 6727.293567 151.156715 7.3587278 1982-1999 –> 2000-2009 4.2576481 2.0315294 15305.52417 235.389034 4 9
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1513 2.3292066 6866.274751 39.684916 7.5755941 1982-1999 –> 2000-2009 4.4402946 2.1110881 15601.16250 63.149844 6 15
Indian (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1513 2.3662760 6912.054532 20.864407 7.8190299 1982-1999 –> 2000-2009 4.4789225 2.1126464 15647.91314 32.602626 8 18
Indian (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1513 2.3610448 6907.357468 29.437107 7.6309778 1982-1999 –> 2000-2009 4.5502731 2.1892282 15788.57262 51.612719 7 18
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1513 2.3681727 6916.479038 103.299263 7.8084723 1982-1999 –> 2000-2009 4.5854653 2.2172926 15848.97658 171.701331 9 24
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1513 2.3893157 6943.375219 884.323238 8.0257067 1982-1999 –> 2000-2009 4.6064308 2.2171151 15875.55055 1865.543401 10 24
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 747 2.0165669 3181.780574 148.674685 6.8378441 2000-2009 –> 2010-2019 4.2423110 2.2257441 9910.56482 299.953734 1 4
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 747 2.0331238 3193.996847 33.734842 6.6698992 2000-2009 –> 2010-2019 4.2563908 2.2232671 9919.41158 89.859729 3 5
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 747 2.0327384 3193.713644 36.164170 6.7115712 2000-2009 –> 2010-2019 4.2591742 2.2264357 9923.43806 104.772509 2 7
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 747 2.0407974 3199.625022 204.359294 6.5807690 2000-2009 –> 2010-2019 4.2618184 2.2210210 9921.98120 482.618192 4 5
Indian (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 747 2.0489084 3203.551088 144.146253 6.9516424 2000-2009 –> 2010-2019 4.2750272 2.2261188 9930.84465 295.302969 5 9
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 747 2.1863746 3302.567777 27.406246 8.0794225 2000-2009 –> 2010-2019 4.5155811 2.3292066 10168.84253 67.091162 10 16
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 747 2.1708996 3291.955799 70.921625 7.6162733 2000-2009 –> 2010-2019 4.5390723 2.3681727 10208.43484 174.220888 6 15
Indian (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 747 2.1930040 3305.090968 18.272755 8.2284160 2000-2009 –> 2010-2019 4.5592800 2.3662760 10217.14550 39.137161 12 20
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 747 2.1710556 3292.063162 983.603348 7.6417760 2000-2009 –> 2010-2019 4.5603713 2.3893157 10235.43838 1867.926586 7 17
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 747 2.1821731 3299.694046 27.082630 7.6621127 2000-2009 –> 2010-2019 4.5723561 2.3901830 10244.16751 59.153687 9 20
Indian (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1640 1.6291052 6268.859754 299.643966 5.8463964 1982-1999 –> 2000-2009 3.2247454 1.5956402 12861.97262 643.925540 1 4
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1640 1.7948067 6586.581621 308.829066 6.5387732 1982-1999 –> 2000-2009 3.3714789 1.5766722 13137.98289 659.795158 2 3
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1640 1.8476521 6681.761893 75.537340 7.0835775 1982-1999 –> 2000-2009 3.4406011 1.5929490 13268.98690 142.706977 3 5
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1640 1.8819146 6742.028475 87.945477 7.4030412 1982-1999 –> 2000-2009 3.4939924 1.6120778 13370.88942 158.536113 7 11
Indian (27.5,27.75] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1640 1.8714962 6723.819814 471.116987 10.7149720 1982-1999 –> 2000-2009 3.5170969 1.6456006 13424.46923 987.751795 4 10
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1640 1.8725955 6725.745792 217.874874 10.5944854 1982-1999 –> 2000-2009 3.5214151 1.6488196 13433.21144 361.577066 5 13
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + silicate + phosphate 1640 1.8733257 6725.024523 216.275375 10.6575527 1982-1999 –> 2000-2009 3.5233939 1.6500682 13433.13058 359.967233 6 16
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 1640 1.9437409 6846.053592 379.953876 10.2330662 1982-1999 –> 2000-2009 3.5909843 1.6472435 13548.18344 792.453971 8 15
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1640 1.9823292 6910.532236 265.842298 8.0913682 1982-1999 –> 2000-2009 3.5976090 1.6152798 13544.31452 522.100687 10 15
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 1640 1.9708397 6891.466122 217.614159 10.2541766 1982-1999 –> 2000-2009 3.6202010 1.6493614 13598.07766 360.595089 9 18
Indian (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 856 1.8563759 3502.310741 649.303153 18.9241872 2000-2009 –> 2010-2019 3.4854811 1.6291052 9771.17050 948.947119 2 3
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 856 1.8397244 3486.885003 577.229030 17.4328373 2000-2009 –> 2010-2019 3.6345311 1.7948067 10073.46662 886.058096 1 3
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 856 1.8666644 3511.772863 92.297674 17.9949151 2000-2009 –> 2010-2019 3.7143165 1.8476521 10193.53476 167.835014 4 7
Indian (27.5,27.75] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 856 1.8748741 3519.285795 709.694930 18.7725512 2000-2009 –> 2010-2019 3.7463703 1.8714962 10243.10561 1180.811917 5 9
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 856 1.8812898 3525.134215 253.378197 19.2577709 2000-2009 –> 2010-2019 3.7538853 1.8725955 10250.88001 471.253072 6 11
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + silicate + phosphate 856 1.8843290 3525.897702 252.770698 19.6984387 2000-2009 –> 2010-2019 3.7576547 1.8733257 10250.92223 469.046074 7 13
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 856 1.8869379 3530.266311 97.703854 18.4257487 2000-2009 –> 2010-2019 3.7688525 1.8819146 10272.29479 185.649331 8 15
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 856 1.8563787 3500.313308 456.726050 18.9161069 2000-2009 –> 2010-2019 3.8387079 1.9823292 10410.84554 722.568348 3 13
Indian (27.5,27.75] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 856 1.9073235 3546.662775 597.455362 19.3109825 2000-2009 –> 2010-2019 3.8510643 1.9437409 10392.71637 977.409238 10 18
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 856 1.9058102 3545.303913 252.261642 19.6485701 2000-2009 –> 2010-2019 3.8766498 1.9708397 10436.77004 469.875801 9 18
Indian (27.75,27.85] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 755 1.3882103 2651.900410 779.957450 4.7081226 1982-1999 –> 2000-2009 2.6725716 1.2843613 5687.15256 1656.254609 1 2
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 755 1.4185326 2684.527894 523.250912 4.7717167 1982-1999 –> 2000-2009 2.7237800 1.3052474 5748.97726 970.722366 2 4
Indian (27.75,27.85] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 755 1.4222047 2686.431641 437.617559 5.1432330 1982-1999 –> 2000-2009 2.7568038 1.3345992 5789.13250 1313.863795 3 8
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 755 1.4495941 2717.235438 576.185894 5.2905343 1982-1999 –> 2000-2009 2.7863150 1.3367209 5824.81151 1295.030939 4 12
Indian (27.75,27.85] 4 cstar_tref ~ aou + silicate + phosphate + phosphate_star 755 1.4988564 2765.697816 769.355292 4.8648996 1982-1999 –> 2000-2009 2.8094814 1.3106250 5835.58899 1628.189344 8 11
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 755 1.4835004 2752.147917 105.169048 5.0924056 1982-1999 –> 2000-2009 2.8189271 1.3354267 5857.97073 137.442984 6 13
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 755 1.4660748 2732.306018 431.008893 5.4200271 1982-1999 –> 2000-2009 2.8289730 1.3628982 5872.98517 818.741028 5 19
Indian (27.75,27.85] 3 cstar_tref ~ aou + phosphate + phosphate_star 755 1.5006726 2765.526426 410.779827 4.9701969 1982-1999 –> 2000-2009 2.8359813 1.3353087 5867.18935 1256.324566 9 15
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 755 1.4933737 2762.164214 142.299367 5.1026569 1982-1999 –> 2000-2009 2.8396703 1.3462966 5882.66013 175.553235 7 17
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 755 1.5119947 2780.876142 503.886386 5.6775525 1982-1999 –> 2000-2009 2.8669625 1.3549678 5912.99245 785.316177 10 23
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 425 1.8508172 1743.380935 995.690401 10.7736947 2000-2009 –> 2010-2019 3.2693498 1.4185326 4427.90883 1518.941312 4 5
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 425 1.8896297 1759.021485 841.136566 11.4187740 2000-2009 –> 2010-2019 3.3557045 1.4660748 4491.32750 1272.145459 8 10
Indian (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 425 1.7968573 1718.231047 693.368398 10.4929850 2000-2009 –> 2010-2019 3.3577139 1.5608567 4547.13279 1182.731417 1 10
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 425 1.8539546 1744.820573 404.069515 10.9947935 2000-2009 –> 2010-2019 3.3659493 1.5119947 4525.69671 907.955901 5 10
Indian (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 425 1.8090641 1721.985936 650.552712 10.7140083 2000-2009 –> 2010-2019 3.3763279 1.5672638 4555.07340 1124.055727 2 12
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 425 1.9274396 1777.861378 75.726008 11.3982614 2000-2009 –> 2010-2019 3.4109401 1.4835004 4530.00929 180.895056 13 16
Indian (27.75,27.85] 4 cstar_tref ~ temp + aou + silicate + phosphate 425 1.8604207 1745.779992 505.248583 10.9690451 2000-2009 –> 2010-2019 3.4329280 1.5725073 4583.91092 916.560298 7 19
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 425 1.9486541 1787.165864 75.914577 11.4708570 2000-2009 –> 2010-2019 3.4420278 1.4933737 4549.33008 218.213945 18 22
Indian (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 425 1.8429181 1739.745460 395.677529 10.7869684 2000-2009 –> 2010-2019 3.4506797 1.6077616 4613.35542 893.028284 3 17
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 425 1.9065368 1768.592915 443.756074 11.3740499 2000-2009 –> 2010-2019 3.4553530 1.5488161 4585.80127 1031.838638 11 19
Indian (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1193 1.2800028 3988.600714 930.828536 3.9378569 1982-1999 –> 2000-2009 2.5042106 1.2242078 8542.05173 1126.097077 2 20
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1193 1.3121212 4047.732470 988.531063 3.9307173 1982-1999 –> 2000-2009 2.5126425 1.2005213 8546.47677 1193.299695 4 17
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1193 1.3623347 4137.338360 441.981547 4.5675034 1982-1999 –> 2000-2009 2.5379051 1.1755704 8577.27592 607.822179 5 6
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1193 1.3941149 4192.359084 699.619575 4.5805992 1982-1999 –> 2000-2009 2.5701789 1.1760640 8633.47207 877.817976 8 10
Indian (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1193 1.2554505 3942.389205 950.190181 4.6624870 1982-1999 –> 2000-2009 2.5741392 1.3186887 8704.00305 1145.478739 1 37
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1193 1.4031299 4207.738397 312.767927 4.4999766 1982-1999 –> 2000-2009 2.5901089 1.1869790 8674.71833 505.198414 10 20
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1193 1.4190717 4232.694360 311.989131 4.1946702 1982-1999 –> 2000-2009 2.6253469 1.2062751 8742.82644 502.047275 11 26
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 1193 1.4640694 4307.177879 199.972028 4.5248145 1982-1999 –> 2000-2009 2.6404095 1.1763401 8746.94808 324.533270 14 17
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1193 1.4655171 4311.536047 336.153361 4.3623195 1982-1999 –> 2000-2009 2.6493751 1.1838579 8771.14383 424.622505 15 21
Indian (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + silicate 1193 1.3941834 4190.476223 484.758861 4.5833137 1982-1999 –> 2000-2009 2.6576916 1.2635083 8830.40223 641.410423 9 36
Indian (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 698 1.4696325 2532.315500 377.158171 8.0370510 2000-2009 –> 2010-2019 2.7496353 1.2800028 6520.91621 1307.986707 3 5
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 698 1.4693551 2532.051899 288.398682 8.5077305 2000-2009 –> 2010-2019 2.8316898 1.3623347 6669.39026 730.380229 2 7
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 698 1.5248206 2583.778168 364.148303 8.6316078 2000-2009 –> 2010-2019 2.8369418 1.3121212 6631.51064 1352.679367 25 29
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 698 1.4597962 2522.940574 340.889998 8.2835748 2000-2009 –> 2010-2019 2.8539111 1.3941149 6715.29966 1040.509573 1 9
Indian (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + silicate 698 1.4764503 2536.776721 331.849840 8.0059345 2000-2009 –> 2010-2019 2.8706337 1.3941834 6727.25294 816.608701 5 14
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 698 1.4908813 2552.355126 320.557189 8.5183112 2000-2009 –> 2010-2019 2.8940112 1.4031299 6760.09352 633.325116 9 19
Indian (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 698 1.6793178 2718.507377 363.508728 8.6279094 2000-2009 –> 2010-2019 2.9347684 1.2554505 6660.89658 1313.698908 43 44
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 698 1.4708794 2531.499363 178.469197 8.4905492 2000-2009 –> 2010-2019 2.9349488 1.4640694 6838.67724 378.441225 4 18
Indian (27.85,27.95] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 698 1.5773685 2629.076280 316.821420 8.1490169 2000-2009 –> 2010-2019 2.9462577 1.3688892 6775.86664 1305.103715 36 43
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 698 1.5304366 2586.910275 319.290703 8.5000780 2000-2009 –> 2010-2019 2.9495083 1.4190717 6819.60464 631.279834 28 39
Indian (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1830 1.3706487 6361.255044 556.281761 4.8471151 1982-1999 –> 2000-2009 2.5201560 1.1495073 14366.07362 1010.893332 1 3
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1830 1.3920095 6417.854176 988.700856 5.6986768 1982-1999 –> 2000-2009 2.5334644 1.1414549 14386.62416 1682.852155 2 3
Indian (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1830 1.4377810 6534.264440 407.742836 6.1502106 1982-1999 –> 2000-2009 2.5872948 1.1495138 14537.11195 810.439978 3 6
Indian (27.95,28.05] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1830 1.5424220 6793.390305 647.732952 5.3474234 1982-1999 –> 2000-2009 2.7056013 1.1631793 14858.84041 1282.548752 8 12
Indian (27.95,28.05] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 1830 1.5529272 6816.233427 549.145158 5.8594341 1982-1999 –> 2000-2009 2.7180997 1.1651725 14888.46323 1145.608261 9 14
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1830 1.4863350 6657.822024 807.147235 4.9587111 1982-1999 –> 2000-2009 2.7181249 1.2317898 15017.16409 1286.206464 5 15
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1830 1.5815199 6885.009124 171.882398 5.3608485 1982-1999 –> 2000-2009 2.7981933 1.2166734 15181.03144 252.930604 14 20
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1830 1.5854068 6891.993096 97.345528 5.6686598 1982-1999 –> 2000-2009 2.8062264 1.2208197 15203.46135 173.820288 20 27
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1830 1.5834881 6889.561163 147.382884 5.2633571 1982-1999 –> 2000-2009 2.8095799 1.2260917 15225.12675 241.660687 15 23
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1830 1.5594094 6833.479216 200.407257 5.7217734 1982-1999 –> 2000-2009 2.8123141 1.2529047 15279.97851 306.878390 10 27
Indian (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1191 1.5927511 4502.643892 795.835846 6.6126582 2000-2009 –> 2010-2019 2.9633998 1.3706487 10863.89894 1352.117607 5 6
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1191 1.6134255 4533.364117 647.215293 7.2698718 2000-2009 –> 2010-2019 3.0054351 1.3920095 10951.21829 1635.916150 15 17
Indian (27.95,28.05] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1191 1.5795131 4482.763470 526.083288 6.5907324 2000-2009 –> 2010-2019 3.0571682 1.4776551 11119.14898 1380.166694 1 5
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1191 1.5917853 4501.199146 801.476826 6.9799356 2000-2009 –> 2010-2019 3.0781204 1.4863350 11159.02117 1608.624060 4 9
Indian (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1191 1.6414833 4572.431518 563.632673 6.7888953 2000-2009 –> 2010-2019 3.0792643 1.4377810 11106.69596 971.375509 42 45
Indian (27.95,28.05] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1191 1.5963475 4506.016318 288.775150 6.3409888 2000-2009 –> 2010-2019 3.0877905 1.4914430 11174.39476 729.819805 8 14
Indian (27.95,28.05] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 1191 1.5978416 4508.244692 546.406003 6.5479153 2000-2009 –> 2010-2019 3.1223761 1.5245346 11256.94205 1325.174392 9 16
Indian (27.95,28.05] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1191 1.5839161 4489.394175 847.017334 6.8624989 2000-2009 –> 2010-2019 3.1263381 1.5424220 11282.78448 1494.750286 2 10
Indian (27.95,28.05] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 1191 1.5993388 4510.475636 833.572186 7.1624476 2000-2009 –> 2010-2019 3.1522659 1.5529272 11326.70906 1382.717344 10 19
Indian (27.95,28.05] 4 cstar_tref ~ aou + silicate + phosphate + phosphate_star 1191 1.5839164 4487.394581 462.248129 6.8598638 2000-2009 –> 2010-2019 3.1531272 1.5692108 11341.80620 1096.234262 3 15
Indian (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 952 0.7975396 2284.928958 781.896526 5.1211989 1982-1999 –> 2000-2009 1.5810604 0.7835208 5433.77787 1705.917651 1 2
Indian (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 952 0.8229231 2342.583563 776.827168 5.6567922 1982-1999 –> 2000-2009 1.6250945 0.8021714 5552.19652 1581.184767 2 4
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 952 0.8680316 2446.191326 284.833505 4.7492244 1982-1999 –> 2000-2009 1.6977086 0.8296769 5747.75331 387.580685 5 8
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 952 0.8678891 2445.878723 285.610368 4.7263756 1982-1999 –> 2000-2009 1.6988002 0.8309111 5751.40643 400.467928 4 8
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 952 0.8695409 2449.499047 285.925283 4.7295669 1982-1999 –> 2000-2009 1.7037822 0.8342413 5765.69838 441.646126 7 14
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 952 0.8655336 2440.704069 268.762514 4.5707506 1982-1999 –> 2000-2009 1.7061367 0.8406031 5777.17216 383.582356 3 12
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 952 0.8911441 2494.224669 223.028871 5.3348208 1982-1999 –> 2000-2009 1.7231988 0.8320547 5801.42186 324.645456 15 20
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 952 0.8920490 2496.156946 248.594192 5.3316957 1982-1999 –> 2000-2009 1.7253818 0.8333329 5807.44952 363.144382 17 23
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 952 0.8946135 2501.622835 200.744964 5.3510776 1982-1999 –> 2000-2009 1.7314463 0.8368328 5824.09729 313.528702 20 28
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 952 0.8732512 2457.606052 269.310463 4.5989612 1982-1999 –> 2000-2009 1.7320453 0.8587941 5851.19493 367.068157 8 19
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 826 1.3128735 2807.791021 225.643449 7.3656524 2000-2009 –> 2010-2019 2.1784071 0.8655336 5248.49509 494.405963 1 2
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 826 1.3137565 2808.901679 232.870376 7.4051110 2000-2009 –> 2010-2019 2.1816456 0.8678891 5254.78040 518.480744 2 4
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 826 1.3139157 2809.101844 217.304295 7.4155170 2000-2009 –> 2010-2019 2.1819473 0.8680316 5255.29317 502.137800 3 6
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 826 1.3146527 2808.028275 181.334586 7.4964856 2000-2009 –> 2010-2019 2.1828510 0.8681983 5252.58507 363.795064 4 8
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 826 1.3155955 2811.212581 212.201379 7.4454441 2000-2009 –> 2010-2019 2.1851364 0.8695409 5260.71163 498.126662 5 10
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 826 1.3200409 2816.785214 212.092876 7.4783848 2000-2009 –> 2010-2019 2.1932921 0.8732512 5274.39127 481.403339 6 12
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + silicate 826 1.3229609 2818.435546 204.419989 7.5657874 2000-2009 –> 2010-2019 2.1969490 0.8739881 5275.64762 472.892258 8 16
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + silicate 826 1.3238228 2819.511497 211.257508 7.5272108 2000-2009 –> 2010-2019 2.1971269 0.8733041 5275.23278 451.487540 10 17
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + silicate + phosphate 826 1.3226996 2818.109219 211.855774 7.5774173 2000-2009 –> 2010-2019 2.1972726 0.8745730 5276.59494 492.285549 7 16
Indian (28.05,28.1] 3 cstar_tref ~ sal + temp + silicate 826 1.3240238 2817.762216 173.932479 7.4878668 2000-2009 –> 2010-2019 2.1986515 0.8746278 5274.36724 339.737809 11 21
Indian (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1701 0.9485897 4661.674903 473.594938 6.7519290 1982-1999 –> 2000-2009 1.9200900 0.9715003 11128.17035 950.614124 1 2
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1701 0.9590543 4696.999549 471.266564 8.7521512 1982-1999 –> 2000-2009 1.9941932 1.0351389 11456.02652 922.995336 2 4
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1701 0.9824145 4780.870614 128.561893 8.7160826 1982-1999 –> 2000-2009 2.0964417 1.1140272 11882.83362 222.289972 3 9
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1701 0.9951101 4824.552704 129.588983 9.5812992 1982-1999 –> 2000-2009 2.1020356 1.1069254 11896.82900 222.344951 6 10
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1701 0.9954259 4825.632216 129.773488 9.6005314 1982-1999 –> 2000-2009 2.1024225 1.1069966 11898.20691 222.577588 8 13
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1701 0.9968795 4830.596344 129.353382 9.5561819 1982-1999 –> 2000-2009 2.1033970 1.1065175 11901.16142 221.533361 10 13
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 1701 1.0126198 4881.892946 102.916696 11.5751028 1982-1999 –> 2000-2009 2.1356872 1.1230673 12019.37293 194.811123 24 31
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1701 1.0082443 4867.160986 103.333290 11.9402632 1982-1999 –> 2000-2009 2.1703689 1.1621246 12163.33377 179.016189 18 27
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1701 1.0083100 4867.382814 102.839705 11.9359453 1982-1999 –> 2000-2009 2.1704502 1.1621402 12163.61755 178.438153 19 29
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 1701 1.0103678 4874.318613 104.272471 11.9489624 1982-1999 –> 2000-2009 2.1725344 1.1621666 12170.65898 180.579635 23 34
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1145 1.0988782 3479.292899 83.157915 5.6297194 2000-2009 –> 2010-2019 2.0812926 0.9824145 8260.16351 211.719809 1 3
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1145 1.1031275 3488.131233 83.499041 5.6672161 2000-2009 –> 2010-2019 2.0982376 0.9951101 8312.68394 213.088023 2 7
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1145 1.1032616 3488.409472 81.378810 5.6703385 2000-2009 –> 2010-2019 2.0986875 0.9954259 8314.04169 211.152298 3 10
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1145 1.1039809 3489.902111 77.111433 5.6826652 2000-2009 –> 2010-2019 2.1008604 0.9968795 8320.49846 206.464815 4 13
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1145 1.1088195 3497.917037 81.997900 5.7199316 2000-2009 –> 2010-2019 2.1144847 1.0056651 8356.36435 185.983263 5 17
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1145 1.1105478 3501.483597 82.251031 5.7350686 2000-2009 –> 2010-2019 2.1187921 1.0082443 8368.64458 185.584320 6 23
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1145 1.1106527 3501.699831 78.625398 5.7372674 2000-2009 –> 2010-2019 2.1189627 1.0083100 8369.08265 181.465104 7 25
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 1145 1.1116200 3503.693377 76.914334 5.7526235 2000-2009 –> 2010-2019 2.1219878 1.0103678 8378.01199 181.186805 8 30
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 1145 1.1344798 3550.308154 80.466115 5.9319621 2000-2009 –> 2010-2019 2.1470996 1.0126198 8432.20110 183.382811 11 34
Indian (28.1,28.2] 3 cstar_tref ~ sal + temp + phosphate_star 1145 1.1370407 3553.471716 71.207532 5.9490824 2000-2009 –> 2010-2019 2.1500032 1.0129625 8434.51570 172.967880 12 36
Indian (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1043 0.7103859 2260.604356 151.794782 3.5235066 1982-1999 –> 2000-2009 1.5799102 0.8695243 5377.77265 402.390653 1 2
Indian (28.2,28.3] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1043 0.7112526 2263.147967 155.256679 3.5800673 1982-1999 –> 2000-2009 1.5809319 0.8696793 5380.74868 410.576287 2 4
Indian (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1043 0.7117625 2264.642771 208.949472 3.6044989 1982-1999 –> 2000-2009 1.5816124 0.8698499 5382.71937 596.374772 3 6
Indian (28.2,28.3] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1043 0.7120762 2265.562038 267.071639 3.6193130 1982-1999 –> 2000-2009 1.5820759 0.8699997 5384.05621 789.120995 4 8
Indian (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1043 0.8091742 2532.213951 219.872646 3.4286375 1982-1999 –> 2000-2009 1.7251043 0.9159301 5775.51911 681.804531 8 13
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1043 0.8090290 2531.839555 186.106395 3.4114093 1982-1999 –> 2000-2009 1.7252680 0.9162391 5775.96288 476.774727 7 13
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1043 0.8089375 2531.603696 173.785924 3.3988209 1982-1999 –> 2000-2009 1.7254492 0.9165117 5776.44870 432.880150 6 13
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1043 0.8087827 2531.204333 171.451595 3.3654401 1982-1999 –> 2000-2009 1.7258189 0.9170363 5777.43761 427.135807 5 13
Indian (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1043 0.8295169 2584.007812 243.373435 4.5774156 1982-1999 –> 2000-2009 1.8027584 0.9732415 5974.55214 658.554054 9 22
Indian (28.2,28.3] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1043 0.8668080 2673.737491 151.708985 3.7824857 1982-1999 –> 2000-2009 1.8141890 0.9473811 5996.94766 399.287187 10 19
Indian (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 698 0.6350847 1361.058624 389.250264 2.2539942 2000-2009 –> 2010-2019 1.3468472 0.7117625 3625.70140 598.199735 2 5
Indian (28.2,28.3] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 698 0.6348043 1360.441972 562.262985 2.2536031 2000-2009 –> 2010-2019 1.3468805 0.7120762 3626.00401 829.334624 1 5
Indian (28.2,28.3] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 698 0.6358060 1362.643201 311.968803 2.2499514 2000-2009 –> 2010-2019 1.3470586 0.7112526 3625.79117 467.225482 3 5
Indian (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 698 0.6371099 1365.503003 307.362209 2.2470768 2000-2009 –> 2010-2019 1.3474957 0.7103859 3626.10736 459.156991 4 5
Indian (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 698 0.6578756 1410.277876 602.418572 2.1887212 2000-2009 –> 2010-2019 1.4670498 0.8091742 3942.49183 822.291218 5 13
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 698 0.6582658 1411.105657 325.401720 2.1897315 2000-2009 –> 2010-2019 1.4672948 0.8090290 3942.94521 511.508115 6 13
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 698 0.6589542 1412.564808 305.419635 2.1895132 2000-2009 –> 2010-2019 1.4678917 0.8089375 3944.16850 479.205559 7 13
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 698 0.6601693 1415.136624 301.500299 2.1929665 2000-2009 –> 2010-2019 1.4689519 0.8087827 3946.34096 472.951894 8 13
Indian (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 698 0.6606980 1416.254184 391.826819 2.5457249 2000-2009 –> 2010-2019 1.4902149 0.8295169 4000.26200 635.200253 9 18
Indian (28.2,28.3] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 698 0.6659195 1425.243373 300.958973 2.3054220 2000-2009 –> 2010-2019 1.5327274 0.8668080 4098.98086 452.667958 13 23
Indian (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 339 0.4182752 385.084833 523.697910 1.1988069 1982-1999 –> 2000-2009 0.9539640 0.5356889 1018.97952 876.186662 1 11
Indian (28.3, Inf] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 339 0.4933452 497.002018 658.844530 1.8962335 1982-1999 –> 2000-2009 1.0027388 0.5093936 1091.63738 1359.122200 3 4
Indian (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 339 0.4946096 498.737449 598.020504 1.8988378 1982-1999 –> 2000-2009 1.0040364 0.5094268 1093.42359 1232.818784 4 6
Indian (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 339 0.4914105 494.337921 755.695931 1.6202141 1982-1999 –> 2000-2009 1.0049326 0.5135222 1095.26956 1710.209415 2 6
Indian (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 339 0.4956294 500.133960 636.810448 1.9101479 1982-1999 –> 2000-2009 1.0051323 0.5095029 1094.93657 1297.021886 5 8
Indian (28.3, Inf] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 339 0.4986040 502.190887 468.098920 1.8151015 1982-1999 –> 2000-2009 1.0233491 0.5247451 1117.98571 902.255826 6 15
Indian (28.3, Inf] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 339 0.5186034 528.854756 103.147720 2.1986017 1982-1999 –> 2000-2009 1.0567467 0.5381433 1164.31513 190.605735 7 18
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 339 0.5273531 542.198302 279.275782 1.8000903 1982-1999 –> 2000-2009 1.0848103 0.5574572 1207.16209 506.661531 10 23
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 339 0.5273308 542.169666 35.529652 1.7959208 1982-1999 –> 2000-2009 1.0854028 0.5580720 1207.99325 47.865712 9 24
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 339 0.5273298 542.168356 35.531595 1.7957233 1982-1999 –> 2000-2009 1.0854565 0.5581267 1208.06843 47.867111 8 26
Indian (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 293 0.3416034 216.072497 606.667576 1.6984156 2000-2009 –> 2010-2019 0.8362130 0.4946096 714.80995 1204.688080 3 6
Indian (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 293 0.3417996 216.409020 599.211750 1.7002533 2000-2009 –> 2010-2019 0.8374290 0.4956294 716.54298 1236.022198 6 10
Indian (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 293 0.4464757 372.964967 553.539360 2.5537227 2000-2009 –> 2010-2019 0.8647509 0.4182752 758.04980 1077.237270 33 34
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 293 0.3238407 184.780823 220.450308 1.9118742 2000-2009 –> 2010-2019 0.8672408 0.5434002 747.30265 256.923768 1 12
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 293 0.3415288 215.944567 361.633826 1.9686484 2000-2009 –> 2010-2019 0.8688819 0.5273531 758.14287 640.909609 2 11
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 293 0.3416068 216.078407 203.691425 1.9692923 2000-2009 –> 2010-2019 0.8689376 0.5273308 758.24807 239.221077 4 12
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 293 0.3416158 216.093749 203.373947 1.9693588 2000-2009 –> 2010-2019 0.8689455 0.5273298 758.26210 238.905542 5 12
Indian (28.3, Inf] 4 cstar_tref ~ temp + aou + silicate + phosphate 293 0.3528646 233.078925 29.691400 1.8479341 2000-2009 –> 2010-2019 0.8980483 0.5451836 795.82235 34.368710 9 23
Indian (28.3, Inf] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 293 0.3529637 233.243350 29.587976 1.8474704 2000-2009 –> 2010-2019 0.8980803 0.5451166 795.90343 33.385155 10 23
Indian (28.3, Inf] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 293 0.3541040 235.133513 312.838409 1.8415184 2000-2009 –> 2010-2019 0.8981944 0.5440904 796.51604 464.286087 11 23
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 227 1.9728006 964.670272 625.767403 11.0848310 1982-1999 –> 2000-2009 3.7254198 1.7526193 2152.81993 1240.619589 12 13
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 227 1.7924945 923.156239 265.081228 9.5448016 1982-1999 –> 2000-2009 4.0910430 2.2985485 2274.37876 451.609037 1 8
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 227 1.7962861 924.115539 118.626586 9.5247489 1982-1999 –> 2000-2009 4.0928587 2.2965727 2274.82724 178.687812 2 6
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 227 1.7980331 924.556877 125.856738 9.5120042 1982-1999 –> 2000-2009 4.0941045 2.2960714 2275.13892 200.221867 4 6
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 227 1.7962865 922.115643 27.651616 9.5193856 1982-1999 –> 2000-2009 4.1032105 2.3069240 2273.49865 53.896161 3 13
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 227 1.8038738 924.029261 20.959359 10.1825158 1982-1999 –> 2000-2009 4.1045209 2.3006470 2273.79384 38.055329 7 16
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 227 1.8000347 925.061981 118.581324 9.6950248 1982-1999 –> 2000-2009 4.1187771 2.3187424 2281.48031 180.346342 5 16
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 227 1.8020222 923.563004 25.800212 10.0766970 1982-1999 –> 2000-2009 4.1379874 2.3359652 2282.37703 47.384454 6 22
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 227 1.8400752 935.050222 484.827616 10.9349557 1982-1999 –> 2000-2009 4.1848635 2.3447883 2298.10361 728.364290 8 29
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 227 1.9871940 967.970612 61.462403 13.0871220 1982-1999 –> 2000-2009 4.2866894 2.2994953 2317.43777 115.879608 13 21
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 317 2.0618733 1370.378899 846.198180 7.3733289 2000-2009 –> 2010-2019 4.0346739 1.9728006 2335.04917 1471.965583 1 13
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 317 2.2650515 1431.963835 222.822076 10.5254502 2000-2009 –> 2010-2019 4.0575460 1.7924945 2355.12007 487.903305 6 7
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 317 2.2628657 1431.351740 114.564789 10.5089022 2000-2009 –> 2010-2019 4.0591518 1.7962861 2355.46728 233.191374 4 6
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 317 2.2625665 1431.267910 99.573831 10.4996790 2000-2009 –> 2010-2019 4.0605997 1.7980331 2355.82479 225.430569 3 7
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 317 2.2649311 1431.930151 109.424704 10.5484716 2000-2009 –> 2010-2019 4.0649658 1.8000347 2356.99213 228.006029 5 10
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 317 2.2791695 1435.903295 286.337609 10.1557077 2000-2009 –> 2010-2019 4.1192448 1.8400752 2370.95352 771.165225 13 21
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 317 2.4094517 1469.146124 21.291338 11.8343152 2000-2009 –> 2010-2019 4.2057382 1.7962865 2391.26177 48.942954 24 27
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 317 2.4090381 1469.037290 18.305230 11.8301867 2000-2009 –> 2010-2019 4.2110603 1.8020222 2392.60029 44.105442 23 29
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 317 2.4079045 1468.738891 15.019878 11.7813398 2000-2009 –> 2010-2019 4.2117784 1.8038738 2392.76815 35.979237 22 29
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + silicate + phosphate 317 2.2744087 1432.577578 25.355419 10.2702724 2000-2009 –> 2010-2019 4.2320853 1.9576766 2393.75396 60.337092 11 22
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 148 3.7031230 821.522056 461.287354 11.1504871 1982-1999 –> 2000-2009 8.5481707 4.8450477 1686.64041 546.237917 1 7
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 148 3.9791331 842.800747 771.566030 12.8329645 1982-1999 –> 2000-2009 8.5924416 4.6133085 1693.99975 1358.040597 2 3
N_Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 148 4.3483389 869.064806 393.968302 13.2801822 1982-1999 –> 2000-2009 9.0509896 4.7026506 1725.71122 529.682718 8 10
N_Atlantic (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 148 4.3612272 869.940834 424.768442 13.5724917 1982-1999 –> 2000-2009 9.0740506 4.7128234 1727.20094 523.698429 9 12
N_Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 148 4.3705141 870.570474 594.560809 13.5331299 1982-1999 –> 2000-2009 9.1193659 4.7488519 1729.99343 1209.786572 10 14
N_Atlantic (26,26.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 148 4.3952234 870.239243 505.089687 14.6397535 1982-1999 –> 2000-2009 9.1652990 4.7700756 1728.92864 1065.786486 12 17
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 148 4.1741171 856.961051 437.110123 13.8766283 1982-1999 –> 2000-2009 9.1941363 5.0200192 1732.15478 504.293664 3 12
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 148 4.4620880 876.708382 103.455873 21.2028672 1982-1999 –> 2000-2009 9.4647708 5.0026829 1750.91964 205.495731 15 22
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 148 4.4787464 877.811386 107.336981 21.3428870 1982-1999 –> 2000-2009 9.4935288 5.0147825 1752.70870 207.090655 16 24
N_Atlantic (26,26.5] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 148 4.3942002 870.170322 397.192811 11.8104734 1982-1999 –> 2000-2009 9.6777244 5.2835242 1757.89337 471.686431 11 28
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 166 4.1038680 953.848331 104.110377 14.4592758 2000-2009 –> 2010-2019 7.8069910 3.7031230 1775.37039 565.397730 2 3
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 166 3.9787467 943.568597 499.363810 15.0898985 2000-2009 –> 2010-2019 7.9578799 3.9791331 1786.36934 1270.929839 1 3
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 166 4.2504626 965.500828 64.391260 13.8545242 2000-2009 –> 2010-2019 8.4245796 4.1741171 1822.46188 501.501384 3 6
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 166 4.4929493 983.920695 101.390831 13.6970785 2000-2009 –> 2010-2019 8.9550373 4.4620880 1860.62908 204.846704 5 20
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 166 4.4939000 983.990937 98.332575 13.7090045 2000-2009 –> 2010-2019 8.9726463 4.4787464 1861.80232 205.669556 6 22
N_Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 166 4.7430565 1001.905938 119.048858 17.6660627 2000-2009 –> 2010-2019 9.0913954 4.3483389 1870.97074 513.017159 15 23
N_Atlantic (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 166 4.7420170 1001.833170 94.288081 17.6783583 2000-2009 –> 2010-2019 9.1032442 4.3612272 1871.77400 519.056523 14 23
N_Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 166 4.7449760 1002.040272 584.890311 17.6700671 2000-2009 –> 2010-2019 9.1154901 4.3705141 1872.61075 1179.451120 16 26
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 166 4.5761407 990.011782 490.617130 14.4838500 2000-2009 –> 2010-2019 9.1384897 4.5623490 1873.29753 953.489214 9 27
N_Atlantic (26,26.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 166 4.7547566 1000.723899 498.200307 18.0224553 2000-2009 –> 2010-2019 9.1499800 4.3952234 1870.96314 1003.289993 17 29
N_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 134 4.3728969 789.689613 439.759334 16.0382033 1982-1999 –> 2000-2009 8.9519595 4.5790626 2050.43314 686.898071 1 2
N_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 134 4.3847733 790.416490 470.201818 16.0260924 1982-1999 –> 2000-2009 8.9698392 4.5850659 2051.71553 733.381407 3 7
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 134 4.4585610 794.888915 472.209732 15.5143477 1982-1999 –> 2000-2009 9.0488243 4.5902633 2056.66830 532.852706 8 13
N_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 134 4.4599423 792.971926 463.272103 15.4934584 1982-1999 –> 2000-2009 9.0502190 4.5902767 2052.75256 519.636228 9 15
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 134 4.3771524 789.950294 463.755622 16.0423199 1982-1999 –> 2000-2009 9.0747997 4.6976473 2061.53444 552.499520 2 21
N_Atlantic (26.5,26.75] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 134 4.3851176 788.437532 443.337684 16.0019121 1982-1999 –> 2000-2009 9.0935704 4.7084529 2058.99585 510.650717 4 25
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 134 4.4396378 793.749039 395.345404 14.8566753 1982-1999 –> 2000-2009 9.0990878 4.6594500 2061.87148 480.045848 6 21
N_Atlantic (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 134 4.4581223 792.862545 369.443144 14.7290868 1982-1999 –> 2000-2009 9.1265035 4.6683812 2059.79693 431.192128 7 24
N_Atlantic (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 134 4.4194656 790.528564 970.709449 16.1498202 1982-1999 –> 2000-2009 9.3032481 4.8837825 2076.58859 1613.651597 5 35
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 134 4.5484575 798.238756 462.308616 15.4553456 1982-1999 –> 2000-2009 9.3743259 4.8258684 2079.24075 522.869226 10 38
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 139 5.7234603 893.456367 86.171379 12.8844669 2000-2009 –> 2010-2019 10.1006128 4.3771524 1683.40666 549.927000 2 4
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 139 5.7026529 892.443864 87.335268 13.0329361 2000-2009 –> 2010-2019 10.1422907 4.4396378 1686.19290 482.680672 1 7
N_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 139 5.8829881 901.098930 127.250315 13.4832006 2000-2009 –> 2010-2019 10.2558850 4.3728969 1690.78854 567.009649 8 9
N_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 139 5.8932266 901.582327 114.186558 13.5646397 2000-2009 –> 2010-2019 10.2779998 4.3847733 1691.99882 584.388376 10 13
N_Atlantic (26.5,26.75] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 139 5.8975742 899.787342 77.799475 13.5019268 2000-2009 –> 2010-2019 10.2826918 4.3851176 1688.22487 521.137159 11 15
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 139 5.8672751 900.355420 56.111194 13.3977057 2000-2009 –> 2010-2019 10.3258361 4.4585610 1695.24433 528.320926 7 15
N_Atlantic (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 139 5.8840430 899.148777 71.736967 13.5822963 2000-2009 –> 2010-2019 10.3421654 4.4581223 1692.01132 441.180111 9 16
N_Atlantic (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 139 5.9438706 901.961141 567.495350 13.2145161 2000-2009 –> 2010-2019 10.3633362 4.4194656 1692.48970 1538.204799 13 18
N_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 139 5.9256174 901.106110 48.254999 13.6027669 2000-2009 –> 2010-2019 10.3855596 4.4599423 1694.07804 511.527102 12 21
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 139 6.0876290 908.604823 56.046450 12.1472527 2000-2009 –> 2010-2019 10.6360865 4.5484575 1706.84358 518.355067 16 26
N_Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 391 3.9474652 2197.353538 144.883319 11.0720013 1982-1999 –> 2000-2009 8.6069029 4.6594377 5080.45185 441.582766 2 5
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 391 3.9857990 2204.910883 194.168521 11.2239536 1982-1999 –> 2000-2009 8.6353215 4.6495225 5085.94286 294.723035 4 6
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 391 3.9440657 2196.679791 127.487976 11.1313022 1982-1999 –> 2000-2009 8.6641767 4.7201110 5092.32751 218.884476 1 7
N_Atlantic (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 391 3.9858107 2204.913185 171.381425 11.3525467 1982-1999 –> 2000-2009 8.6680241 4.6822134 5092.74138 498.225575 5 10
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 391 4.0929608 2225.657994 121.878060 10.2900162 1982-1999 –> 2000-2009 8.7201646 4.6272038 5102.02254 187.970794 8 9
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 391 3.9998481 2205.662422 170.326890 11.4179381 1982-1999 –> 2000-2009 8.7269996 4.7271515 5100.75591 261.929584 6 13
N_Atlantic (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 391 3.9799878 2201.769917 122.248378 11.6515403 1982-1999 –> 2000-2009 8.7482184 4.7682306 5105.25634 211.569866 3 11
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + silicate 391 4.1344053 2231.536547 111.439689 11.6846671 1982-1999 –> 2000-2009 8.7941692 4.6597639 5112.70276 168.396284 11 15
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 391 4.0758600 2222.383882 193.722088 12.0706634 1982-1999 –> 2000-2009 8.8687886 4.7929286 5132.88164 301.128708 7 16
N_Atlantic (26.75,27] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 391 4.1331024 2231.290082 171.261066 12.4733367 1982-1999 –> 2000-2009 8.9808048 4.8477023 5150.81016 267.643624 10 23
N_Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 352 4.6533029 2095.387120 153.598739 11.8372537 2000-2009 –> 2010-2019 8.6007681 3.9474652 4292.74066 298.482058 3 5
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 352 4.6158480 2089.697637 91.984838 11.3581684 2000-2009 –> 2010-2019 8.6016470 3.9857990 4294.60852 286.153359 2 6
N_Atlantic (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 352 4.6759634 2098.807117 162.833019 11.6450563 2000-2009 –> 2010-2019 8.6617741 3.9858107 4303.72030 334.214444 5 10
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 352 4.5749303 2083.429113 59.388824 11.5278387 2000-2009 –> 2010-2019 8.6678911 4.0929608 4309.08711 181.266884 1 9
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 352 4.7285614 2106.681915 81.942883 10.9153451 2000-2009 –> 2010-2019 8.6726271 3.9440657 4303.36171 209.430859 6 7
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 352 4.7607892 2109.463796 86.452920 11.2964903 2000-2009 –> 2010-2019 8.7606373 3.9998481 4315.12622 256.779810 7 13
N_Atlantic (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 352 4.7857154 2113.140135 81.941699 11.0402015 2000-2009 –> 2010-2019 8.7657032 3.9799878 4314.91005 204.190077 8 11
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + silicate 352 4.6533890 2093.400154 52.994884 11.8646637 2000-2009 –> 2010-2019 8.7877943 4.1344053 4324.93670 164.434573 4 15
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 352 4.8261150 2121.058149 93.668516 11.0170958 2000-2009 –> 2010-2019 8.9019750 4.0758600 4343.44203 287.390605 9 16
N_Atlantic (26.75,27] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 352 4.8838260 2127.426701 86.872004 10.5143342 2000-2009 –> 2010-2019 9.0169285 4.1331024 4358.71678 258.133070 10 20
N_Atlantic (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 637 3.1394269 3279.235003 205.144233 12.2005964 1982-1999 –> 2000-2009 6.4539705 3.3145436 8407.35803 404.306253 1 3
N_Atlantic (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 637 3.2015209 3304.187195 193.801266 12.6852316 1982-1999 –> 2000-2009 6.5535753 3.3520544 8454.29953 378.243697 2 7
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 637 3.3373286 3355.115137 339.928435 11.2110613 1982-1999 –> 2000-2009 6.5835034 3.2461747 8440.51167 713.273274 5 6
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 637 3.3771724 3372.235113 150.809758 11.9258636 1982-1999 –> 2000-2009 6.6974469 3.3202745 8503.73377 271.947572 6 9
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 637 3.4181436 3385.598036 61.556831 11.9071951 1982-1999 –> 2000-2009 6.7535485 3.3354049 8523.98076 118.237022 8 12
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 637 3.4176209 3387.403185 208.530755 12.3859809 1982-1999 –> 2000-2009 6.7712288 3.3536079 8538.42090 387.876224 7 13
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 637 3.4632777 3402.310166 81.143983 12.3356953 1982-1999 –> 2000-2009 6.8317318 3.3684542 8559.95905 170.426735 9 16
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 637 3.2021018 3304.418332 61.741595 12.4429864 1982-1999 –> 2000-2009 6.8550482 3.6529463 8622.49778 142.295432 3 11
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + silicate 637 3.2112329 3306.046076 61.045229 12.6408012 1982-1999 –> 2000-2009 6.8998368 3.6886039 8641.10664 110.582357 4 13
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 637 3.5324533 3429.506300 101.947205 13.2101793 1982-1999 –> 2000-2009 7.5331778 4.0007244 8925.28523 215.772660 12 22
N_Atlantic (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 725 3.9716486 4071.273732 223.292989 9.2532919 2000-2009 –> 2010-2019 7.1110756 3.1394269 7350.50874 428.437222 1 2
N_Atlantic (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 725 4.0005073 4081.771568 255.370350 9.4162338 2000-2009 –> 2010-2019 7.2020282 3.2015209 7385.95876 449.171616 2 4
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 725 4.0357160 4094.477275 58.584913 9.0588297 2000-2009 –> 2010-2019 7.2378178 3.2021018 7398.89561 120.326509 4 7
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + silicate 725 4.1126175 4119.847419 42.318486 10.0077726 2000-2009 –> 2010-2019 7.3238504 3.2112329 7425.89349 103.363715 7 11
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 725 4.0241496 4088.315591 738.976771 10.5379370 2000-2009 –> 2010-2019 7.3614782 3.3373286 7443.43073 1078.905206 3 8
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 725 4.0946553 4115.500561 233.274292 10.2271839 2000-2009 –> 2010-2019 7.4718277 3.3771724 7487.73567 384.084050 5 11
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 725 4.0953854 4113.759076 92.735921 10.2248722 2000-2009 –> 2010-2019 7.5135290 3.4181436 7499.35711 154.292752 6 14
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 725 4.1168335 4123.333122 360.221995 10.3449929 2000-2009 –> 2010-2019 7.5344544 3.4176209 7510.73631 568.752750 8 15
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 725 4.1174785 4121.560282 146.942341 10.3471477 2000-2009 –> 2010-2019 7.5807562 3.4632777 7523.87045 228.086325 9 18
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 725 4.1386305 4130.990042 79.827706 9.9930341 2000-2009 –> 2010-2019 7.6286541 3.4900236 7545.10114 160.500098 11 21
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1115 3.3028212 5842.585664 109.682633 11.1802898 1982-1999 –> 2000-2009 6.2599935 2.9571723 13456.21601 179.904123 1 3
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1115 3.3331254 5862.953146 180.688768 10.7530887 1982-1999 –> 2000-2009 6.2667874 2.9336621 13452.35007 389.662722 2 3
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1115 3.4028177 5909.099456 133.955106 10.6233381 1982-1999 –> 2000-2009 6.3892429 2.9864252 13552.61488 202.964107 3 7
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1115 3.5112705 5979.063718 69.065674 9.3015409 1982-1999 –> 2000-2009 6.6272860 3.1160156 13751.54245 139.454584 4 21
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 1115 3.5144361 5979.073319 67.811355 9.4872069 1982-1999 –> 2000-2009 6.6307074 3.1162713 13749.80118 134.193297 5 23
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1115 3.6257679 6050.620313 108.131410 16.9970054 1982-1999 –> 2000-2009 6.6698385 3.0440707 13752.17972 169.372418 6 15
N_Atlantic (27.25,27.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1115 3.6808502 6082.243518 105.688831 21.6289961 1982-1999 –> 2000-2009 6.7952784 3.1144282 13851.17529 162.380105 7 23
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1115 3.9215234 6225.483775 192.485085 16.6084970 1982-1999 –> 2000-2009 6.8961516 2.9746282 13856.98261 405.396853 8 11
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1115 4.0903034 6319.453627 160.681706 11.2831671 1982-1999 –> 2000-2009 7.1164016 3.0260982 14003.03511 398.551385 11 16
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1115 4.0885606 6318.503288 110.115776 11.4863990 1982-1999 –> 2000-2009 7.1314923 3.0429317 14018.92650 167.130676 10 18
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1266 3.8633194 7028.818136 48.207231 11.3812476 2000-2009 –> 2010-2019 7.1661406 3.3028212 12871.40380 157.889864 5 6
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1266 3.8805554 7040.089367 292.019964 11.3568307 2000-2009 –> 2010-2019 7.2136807 3.3331254 12903.04251 472.708732 7 9
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1266 3.8811001 7040.444767 59.149579 11.4463947 2000-2009 –> 2010-2019 7.2839178 3.4028177 12949.54422 193.104685 8 11
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1266 3.9758476 7101.514892 40.220008 10.7574019 2000-2009 –> 2010-2019 7.4871181 3.5112705 13080.57861 109.285682 13 17
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 1266 3.9759723 7099.594275 35.235066 10.7011295 2000-2009 –> 2010-2019 7.4904084 3.5144361 13078.66759 103.046421 15 20
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1266 3.8743379 7036.029323 41.547823 12.6834694 2000-2009 –> 2010-2019 7.5001058 3.6257679 13086.64964 149.679232 6 12
N_Atlantic (27.25,27.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1266 3.9415356 7077.568608 41.106872 10.6646499 2000-2009 –> 2010-2019 7.6223858 3.6808502 13159.81213 146.795703 12 19
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1266 3.8381470 7012.266252 399.308289 13.2738187 2000-2009 –> 2010-2019 7.7596704 3.9215234 13237.75003 591.793374 2 10
N_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + silicate 1266 3.9758507 7099.516880 32.245598 10.7541999 2000-2009 –> 2010-2019 8.0394315 4.0635808 13402.35375 100.612843 14 23
N_Atlantic (27.25,27.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 1266 3.9257871 7067.431650 160.512565 10.8039928 2000-2009 –> 2010-2019 8.1292173 4.2034303 13445.72364 335.459703 11 30
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2557 5.0415035 15543.391663 73.201937 39.3321868 1982-1999 –> 2000-2009 8.3873804 3.3458770 27876.46161 109.813926 4 5
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2557 4.9729169 15473.341292 114.160122 39.8127999 1982-1999 –> 2000-2009 8.4653761 3.4924592 28007.50573 154.358837 1 12
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2557 4.9961817 15497.210313 121.994434 40.2890457 1982-1999 –> 2000-2009 8.4806073 3.4844256 28020.57410 214.812780 2 10
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2557 5.0089505 15510.263487 98.698172 40.2309352 1982-1999 –> 2000-2009 8.4923466 3.4833961 28032.24142 133.990888 3 10
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2557 5.0607629 15562.890838 15.365554 35.9381583 1982-1999 –> 2000-2009 8.4983952 3.4376323 28022.84464 40.409685 5 11
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2557 5.1529934 15655.252475 126.418108 34.6829917 1982-1999 –> 2000-2009 8.5488248 3.3958314 28057.82726 276.757408 7 11
N_Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 2557 5.1044902 15604.888329 14.165728 35.2441944 1982-1999 –> 2000-2009 8.5925842 3.4880940 28131.18718 39.205432 6 16
N_Atlantic (27.5,27.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 2557 5.1569505 15657.178110 52.373277 38.4603797 1982-1999 –> 2000-2009 8.6435167 3.4865662 28181.42221 73.052118 8 17
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 2557 5.2495247 15748.167069 15.203802 31.6202166 1982-1999 –> 2000-2009 8.7894540 3.5399292 28343.64937 33.685767 9 23
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2557 5.4694680 15960.065075 114.245777 34.3734775 1982-1999 –> 2000-2009 8.8528848 3.3834169 28345.46261 150.974691 22 25
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2299 4.3425202 13290.234883 18.531468 37.7755907 2000-2009 –> 2010-2019 9.3840237 5.0415035 28833.62655 91.733405 1 5
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2299 4.5317551 13486.359923 136.183571 40.1923047 2000-2009 –> 2010-2019 9.6847485 5.1529934 29141.61240 262.601679 7 14
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2299 4.8216553 13771.472697 20.749256 32.1525952 2000-2009 –> 2010-2019 9.7945722 4.9729169 29244.81399 134.909378 15 16
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2299 4.8205636 13770.431529 96.574937 31.9967846 2000-2009 –> 2010-2019 9.8167453 4.9961817 29267.64184 218.569372 14 16
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2299 4.8115770 13761.851816 20.051214 32.1493062 2000-2009 –> 2010-2019 9.8205275 5.0089505 29272.11530 118.749386 12 15
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2299 4.3872254 13337.328215 18.599689 39.7606079 2000-2009 –> 2010-2019 9.8566934 5.4694680 29297.39329 132.845466 2 26
N_Atlantic (27.5,27.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 2299 4.8204479 13768.321177 18.396255 30.6897579 2000-2009 –> 2010-2019 9.9773984 5.1569505 29425.49929 70.769531 13 21
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2299 5.0571169 13990.701874 19.664853 23.3717623 2000-2009 –> 2010-2019 10.1178798 5.0607629 29553.59271 35.030406 21 26
N_Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 2299 5.1014364 14028.822240 19.207866 23.9770839 2000-2009 –> 2010-2019 10.2059266 5.1044902 29633.71057 33.373594 22 28
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2299 4.5078452 13462.036299 20.053693 43.0313837 2000-2009 –> 2010-2019 10.5276741 6.0198290 29912.41890 34.240417 4 36
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1237 2.8188977 6088.373753 61.626068 24.2456055 1982-1999 –> 2000-2009 5.5453255 2.7264278 10185.74908 185.470422 1 3
N_Atlantic (27.75,27.85] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1237 2.8474660 6113.320460 63.574648 23.9761138 1982-1999 –> 2000-2009 5.5721675 2.7247015 10209.62788 97.343421 2 3
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1237 2.8730100 6135.415192 53.011344 24.6647010 1982-1999 –> 2000-2009 5.6019751 2.7289651 10234.35882 89.277973 3 6
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1237 2.8768610 6138.729122 58.633100 24.7784294 1982-1999 –> 2000-2009 5.6116550 2.7347941 10241.27015 92.767158 4 12
N_Atlantic (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1237 2.8904711 6150.405810 57.883838 24.6634041 1982-1999 –> 2000-2009 5.6202936 2.7298225 10249.87905 149.388725 5 9
N_Atlantic (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1237 2.9424553 6194.504458 54.291534 25.2135219 1982-1999 –> 2000-2009 5.6754403 2.7329850 10295.92983 87.458348 6 11
N_Atlantic (27.75,27.85] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1237 2.9590014 6208.377361 149.858532 25.4656934 1982-1999 –> 2000-2009 5.6928921 2.7338908 10310.36141 1008.830537 7 13
N_Atlantic (27.75,27.85] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1237 2.9679712 6213.865655 33.493446 26.2351712 1982-1999 –> 2000-2009 5.7019461 2.7339749 10313.90159 66.633015 8 15
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1237 3.1479846 6361.544168 24.762262 25.5029542 1982-1999 –> 2000-2009 5.9004046 2.7524201 10474.91674 63.087113 9 19
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + silicate 1237 3.1485031 6359.951626 19.975344 25.4991615 1982-1999 –> 2000-2009 5.9014360 2.7529330 10471.63836 53.389444 10 21
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1049 3.7176234 5745.784504 49.261056 19.4098164 2000-2009 –> 2010-2019 6.5906333 2.8730100 11881.19970 102.272400 2 5
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1049 3.8308450 5808.726213 76.170713 18.8291926 2000-2009 –> 2010-2019 6.6497427 2.8188977 11897.09997 137.796781 8 9
N_Atlantic (27.75,27.85] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1049 3.8339490 5810.425478 44.693315 19.1086107 2000-2009 –> 2010-2019 6.6814150 2.8474660 11923.74594 108.267963 10 12
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1049 3.8243454 5805.163637 45.051869 18.3213725 2000-2009 –> 2010-2019 6.7012064 2.8768610 11943.89276 103.684969 7 11
N_Atlantic (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1049 3.8383636 5812.839823 62.685405 19.0584706 2000-2009 –> 2010-2019 6.7288347 2.8904711 11963.24563 120.569243 11 16
N_Atlantic (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1049 3.8479516 5818.073987 44.621402 19.0624552 2000-2009 –> 2010-2019 6.7904069 2.9424553 12012.57845 98.912936 14 20
N_Atlantic (27.75,27.85] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1049 3.8411334 5814.353231 479.561163 19.0376555 2000-2009 –> 2010-2019 6.8001348 2.9590014 12022.73059 629.419695 12 19
N_Atlantic (27.75,27.85] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1049 3.8620726 5823.759006 44.616581 19.0785172 2000-2009 –> 2010-2019 6.8300438 2.9679712 12037.62466 78.110028 16 24
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1049 4.1121258 5957.379437 48.524149 17.5925666 2000-2009 –> 2010-2019 7.2601104 3.1479846 12318.92360 73.286411 23 32
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1049 3.6418129 5702.559429 54.105506 19.4362977 2000-2009 –> 2010-2019 7.2672879 3.6254751 12413.48907 112.409042 1 25
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2552 2.3739785 11669.013379 34.056291 23.9282173 1982-1999 –> 2000-2009 5.1981168 2.8241384 21069.29526 63.475005 5 6
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2552 2.3730596 11667.037508 39.068427 23.5628783 1982-1999 –> 2000-2009 5.2117957 2.8387361 21087.01372 68.694542 2 4
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2552 2.3731381 11667.206228 50.140780 23.7221458 1982-1999 –> 2000-2009 5.2205762 2.8474381 21098.87459 130.100388 3 6
N_Atlantic (27.85,27.95] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2552 2.3733019 11667.558552 129.153745 23.4572973 1982-1999 –> 2000-2009 5.2431410 2.8698391 21129.16154 397.691503 4 8
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2552 2.4344571 11797.412451 17.087294 19.8110263 1982-1999 –> 2000-2009 5.3754492 2.9409921 21352.57105 36.730132 8 13
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + silicate 2552 2.4586489 11845.881723 9.131729 23.0116554 1982-1999 –> 2000-2009 5.4202626 2.9616137 21425.73193 25.373167 9 15
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2552 2.3575050 11633.472279 21.909853 20.7731659 1982-1999 –> 2000-2009 5.4808986 3.1233936 21418.49225 46.298336 1 13
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2552 2.4030638 11731.166313 47.940401 19.7162991 1982-1999 –> 2000-2009 5.5028983 3.0998345 21487.26364 116.795437 7 17
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + silicate 2552 2.5149229 11961.386149 13.845033 17.2977959 1982-1999 –> 2000-2009 5.6385422 3.1236193 21744.68221 32.804064 11 24
N_Atlantic (27.85,27.95] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 2552 2.3898556 11701.035316 20.964291 24.1900636 1982-1999 –> 2000-2009 5.6413601 3.2515044 21637.61046 45.274653 6 22
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2720 3.8934097 15127.537617 25.745102 32.7939270 2000-2009 –> 2010-2019 6.2673881 2.3739785 26796.55100 59.801393 1 6
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2720 3.9086027 15148.724471 25.923523 33.0441851 2000-2009 –> 2010-2019 6.2816623 2.3730596 26815.76198 64.991951 2 4
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2720 3.9153558 15158.115393 61.921908 33.3049078 2000-2009 –> 2010-2019 6.2884939 2.3731381 26825.32162 112.062688 3 6
N_Atlantic (27.85,27.95] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2720 3.9417883 15194.717386 184.789030 33.8717333 2000-2009 –> 2010-2019 6.3150902 2.3733019 26862.27594 313.942775 4 8
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2720 3.9736225 15238.474691 20.571418 36.4102672 2000-2009 –> 2010-2019 6.4080796 2.4344571 27035.88714 37.658713 5 13
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + silicate 2720 3.9971261 15268.557021 16.187637 37.2083366 2000-2009 –> 2010-2019 6.4557750 2.4586489 27114.43874 25.319367 6 15
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2720 4.2183686 15563.625277 20.255242 39.7257395 2000-2009 –> 2010-2019 6.5758736 2.3575050 27197.09756 42.165094 12 13
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2720 4.2027733 15543.476341 56.795710 38.0760532 2000-2009 –> 2010-2019 6.6058371 2.4030638 27274.64265 104.736111 11 18
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + silicate 2720 4.2199993 15563.727808 17.532205 39.4509005 2000-2009 –> 2010-2019 6.7349222 2.5149229 27525.11396 31.377238 14 25
N_Atlantic (27.85,27.95] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 2720 4.4420262 15842.667404 19.931658 45.7390268 2000-2009 –> 2010-2019 6.8318818 2.3898556 27543.70272 40.895948 18 24
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2909 2.6845044 14014.636921 218.976502 33.0737965 1982-1999 –> 2000-2009 6.1409292 3.4564248 29441.20528 367.646677 11 12
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2909 2.6770295 13998.414260 36.056178 31.0934499 1982-1999 –> 2000-2009 6.1446952 3.4676657 29443.80172 51.745182 1 6
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2909 2.6850069 14015.725716 28.775088 33.0710687 1982-1999 –> 2000-2009 6.1470098 3.4620029 29451.64045 47.050543 13 15
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2909 2.6822280 14009.701312 29.379428 32.9184009 1982-1999 –> 2000-2009 6.1493804 3.4671524 29454.23070 44.906367 3 7
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2909 2.6841979 14013.972556 34.674061 33.0377482 1982-1999 –> 2000-2009 6.1512584 3.4670605 29458.34833 50.072721 9 12
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2909 2.6849120 14015.520259 565.625416 31.9083369 1982-1999 –> 2000-2009 6.1836173 3.4987052 29512.55765 835.048811 12 23
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2909 2.6850215 14015.757488 649.196062 31.8696205 1982-1999 –> 2000-2009 6.1872663 3.5022447 29518.65550 958.077935 14 27
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2909 2.6826578 14010.633551 855.719622 31.8524734 1982-1999 –> 2000-2009 6.1873349 3.5046770 29517.55543 1130.283824 4 19
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2909 2.6841912 14013.958048 697.253282 31.8390035 1982-1999 –> 2000-2009 6.1906668 3.5064756 29523.85357 962.227543 8 24
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2909 2.6835687 14010.608537 5.544843 32.4308592 1982-1999 –> 2000-2009 6.2287574 3.5451887 29582.14397 10.888826 7 28
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2786 3.2259746 14446.447509 11.487936 12.0680724 2000-2009 –> 2010-2019 5.9030041 2.6770295 28444.86177 47.544113 5 6
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2786 3.2250232 14444.804053 11.568478 12.1201271 2000-2009 –> 2010-2019 5.9072513 2.6822280 28454.50536 40.947906 4 7
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2786 3.2236780 14442.479368 205.201936 12.2352085 2000-2009 –> 2010-2019 5.9081824 2.6845044 28457.11629 424.178438 2 13
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2786 3.2236209 14442.380703 23.161290 12.2439599 2000-2009 –> 2010-2019 5.9086278 2.6850069 28458.10642 51.936378 1 14
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2786 3.2249531 14444.682825 11.491126 12.1235794 2000-2009 –> 2010-2019 5.9091510 2.6841979 28458.65538 46.165188 3 12
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2786 3.2279725 14449.897199 456.681666 12.6532532 2000-2009 –> 2010-2019 5.9106303 2.6826578 28460.53075 1312.401288 9 13
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2786 3.2276350 14449.314657 435.396598 12.6727771 2000-2009 –> 2010-2019 5.9118262 2.6841912 28463.27271 1132.649881 8 16
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2786 3.2271774 14448.524646 443.903368 12.7467516 2000-2009 –> 2010-2019 5.9120894 2.6849120 28464.04491 1009.528784 6 18
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2786 3.2271899 14448.546264 527.809152 12.7517161 2000-2009 –> 2010-2019 5.9122114 2.6850215 28464.30375 1177.005214 7 21
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2786 3.2304124 14452.107412 253.177029 13.0223904 2000-2009 –> 2010-2019 5.9157054 2.6852930 28466.45311 429.959469 10 25
N_Atlantic (28.05,28.1] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 559 3.7291539 3069.864052 82.573203 17.9585037 1982-1999 –> 2000-2009 6.7831444 3.0539905 5891.07356 346.496707 1 6
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 559 3.7962132 3091.789798 54.051608 19.4662154 1982-1999 –> 2000-2009 6.7917470 2.9955338 5893.58538 142.182500 2 3
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + silicate 559 3.8245792 3098.112657 10.515548 17.1789215 1982-1999 –> 2000-2009 6.8450910 3.0205117 5907.10885 46.230671 4 6
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 559 4.0020473 3150.822439 485.334174 19.4619104 1982-1999 –> 2000-2009 7.0297315 3.0276842 5964.44657 1179.693147 9 12
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 559 3.9495795 3134.068286 12.752251 18.5189272 1982-1999 –> 2000-2009 7.0440106 3.0944310 5969.85346 38.316723 5 15
N_Atlantic (28.05,28.1] 4 cstar_tref ~ aou + silicate + phosphate + phosphate_star 559 4.0234729 3154.791886 60.213058 17.1015118 1982-1999 –> 2000-2009 7.0516201 3.0281472 5966.58543 262.782620 14 18
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 559 4.0009984 3150.529390 56.914767 19.6152902 1982-1999 –> 2000-2009 7.0578814 3.0568831 5974.78782 143.714369 8 14
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 559 3.7967225 3089.939770 20.588538 19.2479488 1982-1999 –> 2000-2009 7.0628348 3.2661123 5985.55290 79.631834 3 31
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + silicate + phosphate 559 4.0276080 3155.940307 7.896644 16.9668273 1982-1999 –> 2000-2009 7.0852172 3.0576092 5978.46191 36.034115 16 23
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 559 3.9647899 3140.365594 70.815703 20.0530320 1982-1999 –> 2000-2009 7.0942969 3.1295070 5990.63952 168.031715 6 21
N_Atlantic (28.05,28.1] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 718 3.2962224 3762.423644 202.556772 23.8092362 2000-2009 –> 2010-2019 7.0253763 3.7291539 6832.28770 285.129975 9 10
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 718 3.2435853 3741.307216 89.939685 22.6195285 2000-2009 –> 2010-2019 7.0397985 3.7962132 6833.09701 143.991292 7 9
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 718 3.2486805 3741.561158 45.972124 21.9677448 2000-2009 –> 2010-2019 7.0454029 3.7967225 6831.50093 66.560662 8 11
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + silicate 718 3.3323290 3778.067968 25.108031 25.2079312 2000-2009 –> 2010-2019 7.1569083 3.8245792 6876.18063 35.623578 11 15
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 718 3.1735867 3709.978159 89.439310 22.5997789 2000-2009 –> 2010-2019 7.1745851 4.0009984 6860.50755 146.354076 1 9
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 718 3.1914595 3718.042625 791.610382 23.1442049 2000-2009 –> 2010-2019 7.1935068 4.0020473 6868.86506 1276.944556 2 11
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 718 3.2350776 3737.535698 90.835534 22.8915907 2000-2009 –> 2010-2019 7.1998675 3.9647899 6877.90129 161.651237 5 11
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + silicate + phosphate 718 3.2100013 3724.361359 37.361700 24.2107830 2000-2009 –> 2010-2019 7.2133715 4.0033702 6873.55331 52.979065 3 13
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 718 3.2316541 3736.015266 87.891383 22.9360377 2000-2009 –> 2010-2019 7.2401105 4.0084564 6888.62670 146.294330 4 16
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 718 3.2401968 3739.806273 97.423941 22.7798198 2000-2009 –> 2010-2019 7.2475338 4.0073370 6892.10546 175.616989 6 17
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 470 3.8632525 2618.221111 108.951116 25.2916189 1982-1999 –> 2000-2009 7.7313029 3.8680503 5309.67280 176.218355 1 2
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 470 4.0210401 2655.850384 581.401138 26.8213126 1982-1999 –> 2000-2009 7.9188549 3.8978148 5354.70694 1455.850073 7 9
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 470 4.0101742 2653.306827 107.486922 26.6774536 1982-1999 –> 2000-2009 7.9324510 3.9222768 5358.20690 181.374799 2 6
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 470 4.0161810 2654.713782 80.504418 26.7549891 1982-1999 –> 2000-2009 7.9685015 3.9523206 5366.98500 154.329136 3 14
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 470 4.0164729 2654.782100 86.388238 26.7493114 1982-1999 –> 2000-2009 8.0045297 3.9880568 5375.74848 180.704255 4 22
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 470 4.0204820 2655.719913 93.629919 26.4619181 1982-1999 –> 2000-2009 8.0920424 4.0715603 5396.70395 195.868956 5 36
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + nitrate 470 4.2990187 2716.685807 34.885042 23.9407863 1982-1999 –> 2000-2009 8.2220833 3.9230646 5419.77988 98.982677 13 18
N_Atlantic (28.1,28.15] 4 cstar_tref ~ temp + aou + nitrate + silicate 470 4.2752042 2711.464180 44.956287 24.1569608 1982-1999 –> 2000-2009 8.2226413 3.9474371 5420.54108 71.785813 12 20
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 470 4.3261931 2722.608915 436.079536 25.0743677 1982-1999 –> 2000-2009 8.2401766 3.9139835 5423.46429 1309.697693 17 20
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate 470 4.3076955 2718.581120 40.838421 25.0256475 1982-1999 –> 2000-2009 8.2476123 3.9399167 5425.81590 111.850101 14 21
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 738 2.9373605 3698.760102 155.752640 16.7799599 2000-2009 –> 2010-2019 6.9578425 4.0204820 6354.48001 249.382559 1 6
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 738 3.0156280 3737.574052 65.279726 16.0852739 2000-2009 –> 2010-2019 7.0258023 4.0101742 6390.88088 172.766648 3 5
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 738 3.0241062 3741.717862 66.183844 16.2483278 2000-2009 –> 2010-2019 7.0402872 4.0161810 6396.43164 146.688262 4 7
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 738 3.0322015 3745.663749 147.453239 16.3588721 2000-2009 –> 2010-2019 7.0486744 4.0164729 6400.44585 233.841477 6 10
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 738 3.1923365 3821.624846 58.490631 15.3836684 2000-2009 –> 2010-2019 7.0555891 3.8632525 6439.84596 167.441746 13 14
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 738 3.0119107 3733.753475 101.370903 17.5618086 2000-2009 –> 2010-2019 7.2133686 4.2014579 6428.86139 178.476156 2 10
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 738 3.0268867 3741.074334 33.416430 16.4509485 2000-2009 –> 2010-2019 7.2382246 4.2113379 6438.39012 97.186464 5 14
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 738 3.1422707 3796.293130 82.493630 17.9180303 2000-2009 –> 2010-2019 7.2850721 4.1428014 6478.18524 142.153330 8 15
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 738 3.1039973 3778.204788 70.891739 16.3005819 2000-2009 –> 2010-2019 7.4490163 4.3450190 6504.89533 115.390566 7 26
N_Atlantic (28.1,28.15] 4 cstar_tref ~ temp + aou + nitrate + silicate 738 3.2346123 3839.043059 32.550401 14.4952783 2000-2009 –> 2010-2019 7.5098165 4.2752042 6550.50724 77.506688 17 28
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 255 2.2644222 1154.491669 651.085208 10.7974214 1982-1999 –> 2000-2009 4.3913366 2.1269144 2324.85263 1240.633368 11 12
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 255 2.3992488 1181.988047 547.953995 15.1313135 1982-1999 –> 2000-2009 4.5415762 2.1423274 2354.19032 1082.727960 20 23
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 255 2.0881807 1113.168197 48.436672 10.6544423 1982-1999 –> 2000-2009 4.6474846 2.5593038 2381.98266 376.443107 1 6
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 255 2.1051048 1115.284939 6.667047 11.8334578 1982-1999 –> 2000-2009 4.6718317 2.5667269 2383.64019 52.124043 2 8
N_Atlantic (28.15,28.2] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 255 2.6270348 1228.245093 182.511068 8.2524286 1982-1999 –> 2000-2009 4.7539844 2.1269496 2396.61485 525.152796 29 31
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 255 2.1274889 1122.679246 71.037378 9.8356710 1982-1999 –> 2000-2009 4.8980225 2.7705336 2433.68380 310.990961 3 22
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 255 2.2257370 1145.703575 74.221310 10.9261780 1982-1999 –> 2000-2009 4.9514744 2.7257374 2448.03602 324.382524 7 18
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 255 2.2255026 1145.649871 49.108175 10.9378053 1982-1999 –> 2000-2009 4.9521972 2.7266946 2448.16911 332.422342 6 19
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 255 2.2265422 1145.888059 64.837987 10.9265803 1982-1999 –> 2000-2009 4.9525965 2.7260542 2448.28234 234.120975 8 20
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 255 2.2269697 1145.985971 384.063364 10.9247053 1982-1999 –> 2000-2009 4.9571162 2.7301464 2449.17826 1016.550897 9 23
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate 381 1.3941924 1346.455462 641.663246 7.5805892 2000-2009 –> 2010-2019 3.2823090 1.8881166 2406.25982 1122.012687 2 3
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 381 1.3748852 1337.829293 672.669533 8.5520290 2000-2009 –> 2010-2019 3.3029124 1.9280272 2410.30158 1371.493590 1 3
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 381 1.4111631 1355.674812 670.653703 8.7422459 2000-2009 –> 2010-2019 3.3395305 1.9283674 2426.23708 1170.018425 3 6
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 381 1.4805991 1394.275603 19.247090 8.6906577 2000-2009 –> 2010-2019 3.5687798 2.0881807 2507.44380 67.683762 4 10
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 381 1.5316407 1418.101895 6.621382 9.1454948 2000-2009 –> 2010-2019 3.6367456 2.1051048 2533.38683 13.288429 5 14
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 381 1.5883879 1447.823519 69.853630 9.5516382 2000-2009 –> 2010-2019 3.7158768 2.1274889 2570.50276 140.891008 6 17
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 381 1.6128100 1457.450387 28.426631 9.7895202 2000-2009 –> 2010-2019 3.7865410 2.1737311 2589.09603 54.471777 7 19
N_Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 381 1.7820646 1533.493873 942.812417 7.0122171 2000-2009 –> 2010-2019 3.8202192 2.0381546 2632.29536 1750.065786 23 27
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 381 1.6821239 1491.514750 21.013393 9.4217319 2000-2009 –> 2010-2019 3.9076265 2.2255026 2637.16462 70.121568 10 25
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 381 1.6828656 1491.850675 73.456165 9.4337605 2000-2009 –> 2010-2019 3.9086026 2.2257370 2637.55425 147.677476 11 27
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 149 1.8017312 612.290583 41.012941 6.5802373 1982-1999 –> 2000-2009 4.2217128 2.4199816 1059.19790 667.402750 1 2
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 149 1.8194397 613.205198 16.027545 6.3801831 1982-1999 –> 2000-2009 4.2423929 2.4229533 1058.34323 107.837850 4 6
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 149 1.8033496 612.558143 55.940682 7.8074595 1982-1999 –> 2000-2009 4.2545064 2.4511568 1061.87188 655.522042 2 10
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 149 1.8218537 615.600330 38.540446 6.7706678 1982-1999 –> 2000-2009 4.2571231 2.4352694 1063.69156 279.464184 6 10
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 149 1.8408545 618.692175 35.251829 6.9198816 1982-1999 –> 2000-2009 4.2736516 2.4327972 1066.59246 253.489492 9 12
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate 149 1.8146303 612.416441 21.889135 7.5781083 1982-1999 –> 2000-2009 4.2770386 2.4624084 1060.59118 116.811999 3 14
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 149 1.8212136 615.495596 38.579802 7.5769774 1982-1999 –> 2000-2009 4.2772727 2.4560592 1065.18496 276.845836 5 14
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 149 1.8343795 615.642147 14.873175 6.5615546 1982-1999 –> 2000-2009 4.2787801 2.4444006 1062.43698 126.444895 8 15
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 149 1.8536828 618.761638 15.969528 6.7275636 1982-1999 –> 2000-2009 4.2933016 2.4396188 1065.18834 109.324073 11 17
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 149 1.8299793 614.926468 22.306555 7.3999140 1982-1999 –> 2000-2009 4.2996976 2.4697184 1063.65849 143.704655 7 21
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 116 1.2412877 393.340371 99.178829 3.3638668 2000-2009 –> 2010-2019 3.0430189 1.8017312 1005.63095 140.191770 2 3
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 116 1.2564168 396.150960 100.702292 3.2502770 2000-2009 –> 2010-2019 3.0597665 1.8033496 1008.70910 156.642974 11 13
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 116 1.2407347 393.237001 239.940258 3.3539893 2000-2009 –> 2010-2019 3.0625884 1.8218537 1008.83733 278.480704 1 7
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 116 1.2435796 391.768342 74.844257 3.2053666 2000-2009 –> 2010-2019 3.0630192 1.8194397 1004.97354 90.871802 4 8
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 116 1.2548413 395.859859 337.227962 3.2722626 2000-2009 –> 2010-2019 3.0760549 1.8212136 1011.35546 375.807764 9 14
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate 116 1.2624447 395.261353 78.569635 3.0289325 2000-2009 –> 2010-2019 3.0770749 1.8146303 1007.67779 100.458770 16 19
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 116 1.2435967 391.771535 236.298210 3.1762809 2000-2009 –> 2010-2019 3.0779762 1.8343795 1007.41368 251.171385 5 13
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 116 1.2417559 393.427867 69.820757 3.2850188 2000-2009 –> 2010-2019 3.0826103 1.8408545 1012.12004 105.072585 3 12
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 116 1.2615719 395.100905 334.907607 3.0278749 2000-2009 –> 2010-2019 3.0915512 1.8299793 1010.02737 357.214162 15 22
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 116 1.2489291 394.764191 84.282596 3.2430374 2000-2009 –> 2010-2019 3.0942514 1.8453224 1014.17876 119.003546 8 18
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2231 7.8342148 15530.333645 74.213986 32.9262557 1982-1999 –> 2000-2009 16.1301634 8.2959486 21638.16645 170.862709 1 5
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2231 7.8627997 15546.584609 111.720067 33.0904690 1982-1999 –> 2000-2009 16.1846410 8.3218413 21659.78986 270.175996 3 9
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2231 7.8556683 15542.535871 165.562646 33.1245239 1982-1999 –> 2000-2009 16.1993475 8.3436792 21660.25927 435.454234 2 10
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2231 7.8737551 15552.797309 47.486340 32.3615307 1982-1999 –> 2000-2009 16.2252455 8.3514904 21672.13393 83.436008 4 13
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2231 8.0205433 15635.215259 73.211814 30.9958043 1982-1999 –> 2000-2009 16.2475606 8.2270173 21728.66346 118.522127 8 9
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + silicate 2231 7.8751224 15551.572076 43.085566 32.7570514 1982-1999 –> 2000-2009 16.2923157 8.4171933 21682.41868 78.828532 5 16
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2231 8.0493375 15651.205389 74.398534 30.9475151 1982-1999 –> 2000-2009 16.3129656 8.2636280 21752.30847 121.495316 10 12
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2231 8.0207378 15633.323412 73.054383 31.1516361 1982-1999 –> 2000-2009 16.3401297 8.3193919 21744.02117 118.299827 9 14
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2231 8.0657332 15660.284811 87.621964 30.7631375 1982-1999 –> 2000-2009 16.3501426 8.2844093 21765.71795 147.998570 12 15
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2231 8.0501153 15649.636510 74.177304 31.2598601 1982-1999 –> 2000-2009 16.3906102 8.3404949 21764.70182 121.232013 11 18
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 3894 7.0407590 26264.657316 61.744576 39.3941237 2000-2009 –> 2010-2019 14.8749738 7.8342148 41794.99096 135.958562 3 4
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 3894 7.0285627 26251.154900 159.701666 39.4740869 2000-2009 –> 2010-2019 14.8842310 7.8556683 41793.69077 325.264312 2 4
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 3894 7.0231968 26245.207008 81.849814 39.6891704 2000-2009 –> 2010-2019 14.8859965 7.8627997 41791.79162 193.569880 1 4
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 3894 7.1060569 26336.552496 47.030380 37.9028175 2000-2009 –> 2010-2019 14.9798120 7.8737551 41889.34980 94.516720 5 9
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + silicate 3894 7.1122201 26341.304181 43.560392 37.4195869 2000-2009 –> 2010-2019 14.9873425 7.8751224 41892.87626 86.645958 6 11
N_Pacific (-Inf,26] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 3894 7.0912721 26320.331922 208.880427 40.4514366 2000-2009 –> 2010-2019 15.1066146 8.0153425 41952.65289 405.713636 4 10
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 3894 7.1150481 26346.400297 67.731188 40.0130958 2000-2009 –> 2010-2019 15.1328853 8.0178372 41980.10983 142.329190 7 14
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3894 7.3216672 26569.340070 64.262034 34.9013422 2000-2009 –> 2010-2019 15.3422105 8.0205433 42204.55533 137.473848 9 17
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 3894 7.3217056 26567.380978 53.467769 34.8780698 2000-2009 –> 2010-2019 15.3424434 8.0207378 42200.70439 126.522151 10 19
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3894 7.3428027 26591.789367 55.584735 34.6985615 2000-2009 –> 2010-2019 15.3921402 8.0493375 42242.99476 129.983269 11 21
N_Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1085 3.8942850 6043.233503 33.802910 17.7117510 1982-1999 –> 2000-2009 7.5811448 3.6868599 9309.34760 55.027812 1 2
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1085 3.9287958 6062.379129 18.304321 17.7568949 1982-1999 –> 2000-2009 7.6661025 3.7373067 9344.71981 33.948296 2 4
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1085 3.9412477 6069.245883 63.878429 17.8493311 1982-1999 –> 2000-2009 7.6855852 3.7443375 9353.83066 111.576095 3 6
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1085 4.1447129 6178.475363 16.012641 19.1474611 1982-1999 –> 2000-2009 7.8992975 3.7545846 9466.32330 35.536011 4 8
N_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 1085 4.1460698 6177.185684 13.319000 19.1255096 1982-1999 –> 2000-2009 7.9266668 3.7805969 9471.27730 26.812209 5 10
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1085 4.2691135 6242.648071 39.135354 14.6768631 1982-1999 –> 2000-2009 8.2587458 3.9896323 9602.99737 62.375771 7 13
N_Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1085 4.2397547 6227.673385 60.554043 14.8989320 1982-1999 –> 2000-2009 8.2765906 4.0368359 9602.06665 107.324052 6 14
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1085 4.2831499 6249.771070 16.260444 14.8103517 1982-1999 –> 2000-2009 8.3134240 4.0302741 9622.22194 35.655927 9 16
N_Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1085 4.2887081 6252.585235 17.614519 14.8018486 1982-1999 –> 2000-2009 8.3376091 4.0489010 9630.54177 35.157477 11 21
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1085 4.2957266 6256.133555 56.341730 14.9145594 1982-1999 –> 2000-2009 8.3497145 4.0539879 9635.58924 103.665997 12 24
N_Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1385 3.5919946 7486.479954 38.505371 17.5204546 2000-2009 –> 2010-2019 7.4862796 3.8942850 13529.71346 72.308282 1 2
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1385 3.6276485 7513.839175 21.539730 18.0556998 2000-2009 –> 2010-2019 7.5564442 3.9287958 13576.21830 39.844051 4 6
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1385 3.6274782 7513.709166 74.509613 18.1325623 2000-2009 –> 2010-2019 7.5687260 3.9412477 13582.95505 138.388042 3 6
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1385 3.6059604 7497.228869 15.180137 18.3853142 2000-2009 –> 2010-2019 7.7506733 4.1447129 13675.70423 31.192778 2 6
N_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 1385 3.6276499 7511.840235 12.221016 18.0631247 2000-2009 –> 2010-2019 7.7737197 4.1460698 13689.02592 25.540017 5 10
N_Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1385 4.1509233 7887.086032 18.602966 17.6436833 2000-2009 –> 2010-2019 8.4396314 4.2887081 14139.67127 36.217485 6 17
N_Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1385 4.2469002 7950.404261 68.478084 16.1281723 2000-2009 –> 2010-2019 8.4866550 4.2397547 14178.07765 129.032127 7 13
N_Pacific (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + silicate 1385 4.3144931 7992.143924 10.688993 14.6823208 2000-2009 –> 2010-2019 8.6487363 4.3342432 14265.64756 21.544135 9 23
N_Pacific (26,26.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1385 4.2569854 7954.974405 17.594796 17.2267420 2000-2009 –> 2010-2019 8.6487866 4.3918013 14257.10564 34.528103 8 24
N_Pacific (26,26.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 1385 4.4115712 8053.779375 60.775244 15.4344057 2000-2009 –> 2010-2019 8.7717754 4.3602042 14340.24198 114.504284 10 25
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 933 3.7127919 5109.528504 28.945985 14.8573294 1982-1999 –> 2000-2009 6.9292815 3.2164895 7659.01301 67.529330 1 5
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 933 3.7414991 5123.900828 45.291091 13.5220796 1982-1999 –> 2000-2009 6.9490964 3.2075974 7670.67232 110.149518 5 6
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 933 3.7208536 5113.575811 22.538359 14.7530686 1982-1999 –> 2000-2009 6.9637925 3.2429388 7671.08594 52.358169 2 14
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 933 3.7409521 5123.628011 40.287067 13.6082452 1982-1999 –> 2000-2009 6.9684059 3.2274539 7676.44745 98.618702 4 10
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 933 3.7442176 5125.256180 50.484905 13.6895645 1982-1999 –> 2000-2009 6.9837806 3.2395630 7681.74562 109.816503 6 16
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 933 3.7297488 5118.031396 50.481473 14.6831652 1982-1999 –> 2000-2009 6.9842429 3.2544941 7679.02726 110.609336 3 16
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 933 3.7569191 5129.575492 27.806857 13.2022413 1982-1999 –> 2000-2009 7.0152608 3.2583417 7689.72927 63.208850 9 23
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 933 3.7543141 5128.281155 21.037322 13.3302147 1982-1999 –> 2000-2009 7.0275414 3.2732273 7692.90182 49.035050 7 24
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 933 3.7558572 5129.047985 50.481066 13.4322197 1982-1999 –> 2000-2009 7.0381338 3.2822766 7696.37427 109.740306 8 26
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 933 3.9398815 5220.306393 30.137237 12.8548141 1982-1999 –> 2000-2009 7.1705487 3.2306673 7774.10108 69.719739 10 18
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1432 3.5698433 7722.342074 28.989374 14.9785036 2000-2009 –> 2010-2019 7.2826352 3.7127919 12831.87058 57.935359 1 2
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1432 3.5936414 7741.371385 13.980764 14.8664639 2000-2009 –> 2010-2019 7.3144950 3.7208536 12854.94720 36.519123 2 4
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1432 3.6117647 7755.778727 49.865362 14.8319701 2000-2009 –> 2010-2019 7.3415135 3.7297488 12873.81012 100.346835 3 6
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1432 3.8078127 7907.165288 27.407519 13.1860629 2000-2009 –> 2010-2019 7.5493118 3.7414991 13031.06612 72.698610 4 9
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1432 3.8101299 7908.907593 22.434349 12.9013780 2000-2009 –> 2010-2019 7.5510820 3.7409521 13032.53560 62.721415 5 9
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1432 3.8147562 7912.382994 51.332582 12.6032365 2000-2009 –> 2010-2019 7.5589738 3.7442176 13037.63917 101.817487 7 13
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1432 3.8164228 7911.633957 12.142503 13.6512916 2000-2009 –> 2010-2019 7.5707369 3.7543141 13039.91511 33.179825 8 15
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1432 3.8139761 7909.797266 26.609709 13.9315691 2000-2009 –> 2010-2019 7.5708953 3.7569191 13039.37276 54.416566 6 15
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1432 3.8211938 7915.212096 49.853969 13.3915418 2000-2009 –> 2010-2019 7.5770511 3.7558572 13044.26008 100.335036 9 17
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1432 3.9140736 7985.993255 38.797233 13.6509921 2000-2009 –> 2010-2019 7.8539550 3.9398815 13206.29965 68.934469 10 20
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1380 3.0487824 7006.959086 44.160007 24.2962143 1982-1999 –> 2000-2009 5.6692989 2.6205165 9965.49423 96.533121 8 9
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1380 3.0481643 7006.399440 41.942893 25.3747172 1982-1999 –> 2000-2009 5.6849452 2.6367810 9972.58221 80.255048 7 9
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1380 3.0473272 7005.641431 39.742329 24.9586613 1982-1999 –> 2000-2009 5.6932017 2.6458745 9976.07947 86.563979 6 9
N_Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1380 2.9471274 6913.363735 38.927629 23.5943658 1982-1999 –> 2000-2009 5.7579282 2.8108008 9958.53998 68.758455 1 20
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1380 2.9557060 6921.385936 30.046267 24.4354201 1982-1999 –> 2000-2009 5.7786936 2.8229877 9971.90954 52.716733 2 25
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1380 2.9621623 6927.408149 48.836087 24.8192592 1982-1999 –> 2000-2009 5.7801698 2.8180075 9975.74937 84.746636 3 24
N_Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1380 3.0353810 6994.800325 27.270281 22.8583109 1982-1999 –> 2000-2009 5.7888568 2.7534758 10014.50831 55.385123 4 11
N_Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1380 3.0894267 7043.510467 14.692735 21.6228525 1982-1999 –> 2000-2009 5.8441238 2.7546971 10063.76655 29.261940 9 17
N_Pacific (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1380 3.2220507 7159.520079 16.328203 20.0535274 1982-1999 –> 2000-2009 5.8705898 2.6485391 10131.20224 33.375838 19 23
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1380 3.0989186 7049.977178 26.139985 24.0693829 1982-1999 –> 2000-2009 5.8707751 2.7718565 10075.90861 46.116355 11 24
N_Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2167 2.7810640 10596.640353 37.050505 15.0713229 2000-2009 –> 2010-2019 5.7281914 2.9471274 17510.00409 75.978134 3 4
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2167 2.7766545 10589.763155 24.235552 15.4232779 2000-2009 –> 2010-2019 5.7323605 2.9557060 17511.14909 54.281819 2 4
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2167 2.7754392 10587.865861 52.612126 15.6640039 2000-2009 –> 2010-2019 5.7376015 2.9621623 17515.27401 101.448213 1 4
N_Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2167 2.8017798 10628.804183 23.696870 14.3608422 2000-2009 –> 2010-2019 5.8371608 3.0353810 17623.60451 50.967151 4 8
N_Pacific (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 2167 2.8084471 10637.105418 20.363879 13.7728697 2000-2009 –> 2010-2019 5.8438293 3.0353822 17629.90685 35.360867 5 10
N_Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2167 2.8190518 10655.439774 8.790838 13.6079543 2000-2009 –> 2010-2019 5.9084785 3.0894267 17698.95024 23.483573 6 15
N_Pacific (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 2167 2.8313485 10672.303484 4.513788 12.7513591 2000-2009 –> 2010-2019 5.9222989 3.0909504 17715.17484 8.011072 7 17
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2167 3.0127224 10943.406072 46.291605 16.8707242 2000-2009 –> 2010-2019 6.0608867 3.0481643 17949.80551 88.234498 13 20
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2167 3.0177705 10950.661977 34.950381 16.5064623 2000-2009 –> 2010-2019 6.0650977 3.0473272 17956.30341 74.692710 15 21
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2167 3.0266143 10963.344549 39.397338 16.0232276 2000-2009 –> 2010-2019 6.0753967 3.0487824 17970.30363 83.557345 19 27
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2509 1.6817117 9742.650772 13.668321 6.1416889 1982-1999 –> 2000-2009 2.9206495 1.2389378 13219.01981 35.369122 1 9
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2509 1.6839417 9749.300566 15.699883 6.2831190 1982-1999 –> 2000-2009 2.9210931 1.2371514 13222.61061 54.958315 2 7
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2509 1.6847088 9751.585866 13.238207 6.3320772 1982-1999 –> 2000-2009 2.9215082 1.2367994 13224.29261 35.665731 3 7
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2509 1.7297177 9883.887775 11.689842 6.7154016 1982-1999 –> 2000-2009 2.9660239 1.2363062 13355.74895 32.290258 6 9
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2509 1.7336342 9895.237108 17.682587 6.8176888 1982-1999 –> 2000-2009 2.9688760 1.2352417 13365.27216 61.411635 7 9
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2509 1.7373320 9905.928995 12.026175 6.9314596 1982-1999 –> 2000-2009 2.9725490 1.2352170 13375.92156 33.543627 8 9
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2509 1.7827634 10033.463593 11.105620 6.7932330 1982-1999 –> 2000-2009 3.0219702 1.2392068 13508.29293 30.235238 9 18
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2509 1.7869221 10045.155680 12.233279 6.7437301 1982-1999 –> 2000-2009 3.0246570 1.2377349 13517.46528 45.827524 11 18
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 2509 1.7901000 10054.071809 11.112183 6.7219922 1982-1999 –> 2000-2009 3.0276483 1.2375483 13526.06188 30.251267 12 18
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2509 1.7077218 9819.667595 14.985371 6.4176342 1982-1999 –> 2000-2009 3.0975169 1.3897950 13539.62862 39.838825 4 14
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4094 1.8953201 16863.458855 11.535615 14.9221585 2000-2009 –> 2010-2019 3.5770317 1.6817117 26606.10963 25.203936 1 2
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 4094 1.9011642 16888.661279 17.691367 14.8847693 2000-2009 –> 2010-2019 3.5851060 1.6839417 26637.96184 33.391250 2 4
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4094 1.9037924 16904.095490 13.616279 14.8521959 2000-2009 –> 2010-2019 3.5885012 1.6847088 26655.68136 26.854486 3 6
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 4094 1.9195796 16971.714446 13.466113 13.9672884 2000-2009 –> 2010-2019 3.6273015 1.7077218 26791.38204 28.451484 4 8
N_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate 4094 1.9550858 17119.782772 8.920121 14.2076652 2000-2009 –> 2010-2019 3.6798282 1.7247425 26987.21648 19.797664 5 10
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 4094 1.9994519 17301.290095 10.667969 17.3950165 2000-2009 –> 2010-2019 3.7291696 1.7297177 27185.17787 22.357811 13 19
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 4094 2.0039951 17319.869294 19.437854 17.3621865 2000-2009 –> 2010-2019 3.7376293 1.7336342 27215.10640 37.120441 15 22
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 4094 2.0139941 17364.849961 11.030871 17.3536939 2000-2009 –> 2010-2019 3.7513261 1.7373320 27270.77896 23.057047 17 25
N_Pacific (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 4094 1.9983024 17296.582483 16.893688 13.3105810 2000-2009 –> 2010-2019 3.7812832 1.7829808 27332.65796 33.871632 12 23
N_Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 4094 2.0092531 17345.552575 11.075812 13.3577957 2000-2009 –> 2010-2019 3.8012270 1.7919739 27406.87466 21.858753 16 30
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 3147 1.1922700 10051.655957 23.381832 4.3628992 1982-1999 –> 2000-2009 2.2116709 1.0194009 14032.08379 102.123542 1 3
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 3147 1.2046423 10116.632836 12.021443 4.7648324 1982-1999 –> 2000-2009 2.2224713 1.0178290 14092.80451 39.323433 5 6
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3147 1.1999873 10092.264145 11.391691 4.6115440 1982-1999 –> 2000-2009 2.2245011 1.0245138 14086.49042 36.506560 3 6
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 3147 1.1931699 10056.404679 12.786112 4.2974428 1982-1999 –> 2000-2009 2.2248825 1.0317126 14069.94242 40.686055 2 9
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 3147 1.2048346 10115.637523 10.673076 4.7807496 1982-1999 –> 2000-2009 2.2303120 1.0254774 14110.45642 35.680175 6 10
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3147 1.2042083 10114.364695 25.409278 4.6197619 1982-1999 –> 2000-2009 2.2327938 1.0285856 14119.53036 106.315683 4 9
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3147 1.2049001 10117.979770 12.122833 4.6155678 1982-1999 –> 2000-2009 2.2344341 1.0295340 14125.68738 37.199322 7 13
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 3147 1.2177602 10182.800814 21.323906 4.3844475 1982-1999 –> 2000-2009 2.2849425 1.0671822 14287.56325 96.783696 8 16
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 3147 1.2292219 10241.763421 11.803605 4.2082165 1982-1999 –> 2000-2009 2.3224129 1.0931910 14412.93624 36.879925 9 18
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 3147 1.2339504 10267.928297 12.864185 4.9231242 1982-1999 –> 2000-2009 2.3645817 1.1306313 14533.97738 40.055628 10 20
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 4606 1.3875978 16102.873654 14.281748 5.5782059 2000-2009 –> 2010-2019 2.5807676 1.1931699 26159.27833 27.067860 1 3
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 4606 1.3931703 16139.794839 28.555056 5.6452911 2000-2009 –> 2010-2019 2.5854403 1.1922700 26191.45080 51.936888 2 3
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4606 1.4153128 16285.055199 13.829267 5.2406733 2000-2009 –> 2010-2019 2.6153001 1.1999873 26377.31934 25.220958 3 6
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 4606 1.4180147 16302.624444 27.277763 5.3211283 2000-2009 –> 2010-2019 2.6222229 1.2042083 26416.98914 52.687041 4 8
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4606 1.4183690 16304.926089 13.805226 5.3361400 2000-2009 –> 2010-2019 2.6232691 1.2049001 26422.90586 25.928059 5 12
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 4606 1.4197968 16312.194770 24.468358 5.1181139 2000-2009 –> 2010-2019 2.6375571 1.2177602 26494.99558 45.792264 6 14
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 4606 1.4333974 16402.019015 13.372564 5.9003282 2000-2009 –> 2010-2019 2.6380397 1.2046423 26518.65185 25.394007 10 15
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 4606 1.4340385 16404.138041 12.656519 5.8304826 2000-2009 –> 2010-2019 2.6388731 1.2048346 26519.77556 23.329594 11 17
N_Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 4606 1.4231266 16333.773777 13.174790 5.0236482 2000-2009 –> 2010-2019 2.6523485 1.2292219 26575.53720 24.978395 7 16
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 4606 1.4285305 16370.687586 14.621153 5.7911399 2000-2009 –> 2010-2019 2.6624809 1.2339504 26638.61588 27.485338 8 18
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3081 0.8165471 7508.642120 28.717329 3.9425134 1982-1999 –> 2000-2009 1.5150545 0.6985075 9774.35636 61.863070 1 2
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3081 0.8185042 7523.393586 55.364754 3.9797093 1982-1999 –> 2000-2009 1.5206798 0.7021757 9800.23277 113.039897 2 4
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3081 0.8192485 7528.994522 36.763342 3.9711765 1982-1999 –> 2000-2009 1.5219074 0.7026589 9807.29498 95.533180 3 6
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 3081 0.8465083 7730.693031 22.994326 2.9180845 1982-1999 –> 2000-2009 1.5570876 0.7105793 10032.80127 49.094630 4 8
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 3081 0.8973780 8088.289755 14.345912 3.3922181 1982-1999 –> 2000-2009 1.6170342 0.7196561 10415.35790 36.441760 6 11
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 3081 0.8686757 7889.979489 23.859012 3.0350982 1982-1999 –> 2000-2009 1.6306369 0.7619612 10340.37514 53.244816 5 11
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 3081 0.9213632 8252.825714 28.656593 3.3355347 1982-1999 –> 2000-2009 1.7593077 0.8379444 10905.12054 77.783285 7 18
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 3081 0.9270978 8291.059098 54.138024 3.4517532 1982-1999 –> 2000-2009 1.7794251 0.8523273 10979.50198 111.148147 8 20
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 3081 0.9302827 8310.191264 14.262774 3.6909898 1982-1999 –> 2000-2009 1.7972627 0.8669801 11032.83847 36.340136 9 24
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 3081 0.9778615 8619.548842 10.677005 3.8260267 1982-1999 –> 2000-2009 1.7984336 0.8205722 11227.34609 21.086222 10 17
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4449 0.8509254 11203.304146 32.727666 3.8984237 2000-2009 –> 2010-2019 1.6674725 0.8165471 18711.94627 61.444995 1 2
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4449 0.8532116 11227.178111 59.920392 3.8882650 2000-2009 –> 2010-2019 1.6717158 0.8185042 18750.57170 115.285145 2 4
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 4449 0.8542070 11237.552870 45.433208 3.8707884 2000-2009 –> 2010-2019 1.6734555 0.8192485 18766.54739 82.196550 3 6
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 4449 0.8668953 11368.750875 21.965150 4.0760295 2000-2009 –> 2010-2019 1.7134037 0.8465083 19099.44391 44.959476 4 8
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 4449 0.8741814 11443.224435 24.304422 4.0375985 2000-2009 –> 2010-2019 1.7428571 0.8686757 19333.20392 48.163434 5 10
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 4449 0.9229388 11924.163144 15.698716 4.1753805 2000-2009 –> 2010-2019 1.8203168 0.8973780 20012.45290 30.044629 8 14
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 4449 0.9161861 11860.821657 29.989739 4.3310796 2000-2009 –> 2010-2019 1.8375493 0.9213632 20113.64737 58.646332 6 13
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 4449 0.9219317 11916.448799 55.806325 4.3427307 2000-2009 –> 2010-2019 1.8490295 0.9270978 20207.50790 109.944349 7 15
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 4449 0.9262576 11956.102554 15.601499 4.3109216 2000-2009 –> 2010-2019 1.8565403 0.9302827 20266.29382 29.864272 9 18
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 4449 0.9806727 12466.057151 10.686672 4.1754018 2000-2009 –> 2010-2019 1.9585342 0.9778615 21085.60599 21.363677 10 20
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1333 0.2733061 338.653838 53.506477 1.1732043 1982-1999 –> 2000-2009 0.5890228 0.3157167 585.69498 124.781625 1 7
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1333 0.2737129 342.619079 271.239931 1.1715430 1982-1999 –> 2000-2009 0.5899704 0.3162575 591.15927 578.517491 2 9
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1333 0.2739422 344.851226 103.013007 1.1691707 1982-1999 –> 2000-2009 0.5903013 0.3163592 593.67308 252.860205 3 11
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1333 0.3062598 642.154724 32.662403 0.8740565 1982-1999 –> 2000-2009 0.6114957 0.3052359 859.62176 64.564722 4 5
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1333 0.3088822 664.885453 18.087629 0.8935472 1982-1999 –> 2000-2009 0.6164817 0.3075995 889.10962 34.379091 5 7
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1333 0.3090944 666.716609 58.523898 0.8972748 1982-1999 –> 2000-2009 0.6170719 0.3079775 892.01647 117.713991 7 10
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1333 0.3090906 666.683540 33.604056 0.8972288 1982-1999 –> 2000-2009 0.6170754 0.3079848 892.00427 96.828084 6 10
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + silicate + phosphate 1333 0.3096725 669.698094 23.393773 0.8922502 1982-1999 –> 2000-2009 0.6181382 0.3084658 894.38571 52.606406 8 13
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1333 0.3240893 791.011644 5.432491 1.0941911 1982-1999 –> 2000-2009 0.6525538 0.3284645 1070.72774 14.353331 9 19
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1333 0.3291856 832.607978 4.906865 1.2830918 1982-1999 –> 2000-2009 0.6533046 0.3241190 1100.65755 14.320052 12 21
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2070 0.3124502 1072.301427 54.619890 1.1285957 2000-2009 –> 2010-2019 0.5857563 0.2733061 1410.95527 108.126367 1 2
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2070 0.3134395 1085.389087 241.400049 1.1415351 2000-2009 –> 2010-2019 0.5871524 0.2737129 1428.00817 512.639980 2 4
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2070 0.3138889 1091.320411 110.060425 1.1486734 2000-2009 –> 2010-2019 0.5878310 0.2739422 1436.17164 213.073432 3 6
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2070 0.3267304 1257.318818 32.879192 1.0480696 2000-2009 –> 2010-2019 0.6329902 0.3062598 1899.47354 65.541595 4 8
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2070 0.3350373 1361.260115 17.180154 1.1119883 2000-2009 –> 2010-2019 0.6439195 0.3088822 2026.14557 35.267782 5 10
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2070 0.3357205 1369.693096 62.991712 1.1263151 2000-2009 –> 2010-2019 0.6448148 0.3090944 2036.40970 121.515611 6 13
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2070 0.3357334 1369.852271 37.316234 1.1269642 2000-2009 –> 2010-2019 0.6448239 0.3090906 2036.53581 70.920289 7 13
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + silicate + phosphate 2070 0.3361832 1373.395133 24.311317 1.1530345 2000-2009 –> 2010-2019 0.6458556 0.3096725 2043.09323 47.705090 8 16
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2070 0.3518728 1562.235529 6.271510 1.3713622 2000-2009 –> 2010-2019 0.6759621 0.3240893 2353.24717 11.704002 10 19
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate 2070 0.3527627 1572.692539 24.786282 1.3887493 2000-2009 –> 2010-2019 0.6771592 0.3243965 2366.23017 48.186289 11 21
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1609 0.2181447 -319.571981 38.708747 0.7499329 1982-1999 –> 2000-2009 0.6234287 0.4052840 293.75441 82.689772 1 2
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1609 0.2181960 -318.815792 38.677367 0.7498954 1982-1999 –> 2000-2009 0.6235048 0.4053089 294.58182 90.794475 2 4
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1609 0.2186156 -312.632866 17.245347 0.7522111 1982-1999 –> 2000-2009 0.6242224 0.4056068 301.61844 35.270127 3 6
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1609 0.2199536 -292.997721 23.903190 0.7389181 1982-1999 –> 2000-2009 0.6271620 0.4072085 325.83314 53.934711 4 8
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + silicate + phosphate 1609 0.2444933 45.374813 15.552408 0.9193635 1982-1999 –> 2000-2009 0.6606370 0.4161437 687.42737 37.941350 12 17
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1609 0.2356872 -70.669751 50.881332 1.1092058 1982-1999 –> 2000-2009 0.6785352 0.4428480 645.65441 99.822876 5 11
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1609 0.2357155 -70.282693 248.812379 1.1099033 1982-1999 –> 2000-2009 0.6785794 0.4428639 646.08329 474.446086 6 13
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1609 0.2361141 -64.845552 29.414824 1.1188701 1982-1999 –> 2000-2009 0.6792345 0.4431204 652.19318 59.294199 7 15
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1609 0.2377947 -44.022831 2.753263 1.1153751 1982-1999 –> 2000-2009 0.6825090 0.4447143 675.18828 7.945977 8 20
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1609 0.2387008 -31.783759 10.990550 1.1600842 1982-1999 –> 2000-2009 0.6825546 0.4438538 685.17666 27.172618 9 18
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2261 0.2048604 -738.858453 40.854638 0.6827929 2000-2009 –> 2010-2019 0.4230051 0.2181447 -1058.43043 79.563385 1 2
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2261 0.2048701 -738.645463 48.121163 0.6828971 2000-2009 –> 2010-2019 0.4230660 0.2181960 -1057.46125 86.798530 2 4
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2261 0.2049844 -736.123040 17.665586 0.6834649 2000-2009 –> 2010-2019 0.4236000 0.2186156 -1048.75591 34.910933 3 6
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2261 0.2091491 -645.169919 23.891723 0.6991097 2000-2009 –> 2010-2019 0.4291027 0.2199536 -938.16764 47.794913 4 8
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + silicate + phosphate 2261 0.2157704 -506.229580 15.362072 0.8088615 2000-2009 –> 2010-2019 0.4602637 0.2444933 -460.85477 30.914480 5 17
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2261 0.2289105 -236.906979 65.886581 1.0489234 2000-2009 –> 2010-2019 0.4645976 0.2356872 -307.57673 116.767912 6 11
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2261 0.2289207 -236.704242 314.411964 1.0497769 2000-2009 –> 2010-2019 0.4646363 0.2357155 -306.98693 563.224343 7 13
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2261 0.2290241 -234.661709 37.804743 1.0573462 2000-2009 –> 2010-2019 0.4651383 0.2361141 -299.50726 67.219567 8 15
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2261 0.2291024 -235.116564 13.794137 1.0389867 2000-2009 –> 2010-2019 0.4678032 0.2387008 -266.90032 24.784687 9 18
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 2261 0.2291133 -234.901469 42.853631 1.0399594 2000-2009 –> 2010-2019 0.4678746 0.2387613 -265.87005 76.042903 10 20
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2330 0.2148686 -539.561821 68.053261 0.6824482 1982-1999 –> 2000-2009 0.4315298 0.2166612 -727.08042 138.695859 1 2
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2330 0.2148901 -539.094512 45.847921 0.6812318 1982-1999 –> 2000-2009 0.4316584 0.2167683 -725.71235 92.541398 2 4
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2330 0.2267596 -288.556190 20.743332 0.8127494 1982-1999 –> 2000-2009 0.4647334 0.2379738 -304.93741 45.627271 3 6
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2330 0.2292353 -239.955351 2.481741 0.8931840 1982-1999 –> 2000-2009 0.4677958 0.2385605 -253.84474 4.352386 4 8
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2330 0.2485555 139.119165 44.234108 0.9979663 1982-1999 –> 2000-2009 0.5142039 0.2656484 323.40198 92.658532 5 10
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2330 0.2485824 139.622995 276.714443 0.9976364 1982-1999 –> 2000-2009 0.5142540 0.2656716 324.06542 530.390189 6 12
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2330 0.2486699 141.262375 29.808228 0.9969363 1982-1999 –> 2000-2009 0.5144300 0.2657601 326.31190 61.816759 7 14
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + silicate + phosphate 2330 0.2629728 399.869479 13.101694 0.9031418 1982-1999 –> 2000-2009 0.5414578 0.2784851 668.22837 29.915941 8 16
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2330 0.2730444 575.009989 16.725771 1.3670003 1982-1999 –> 2000-2009 0.5533028 0.2802584 854.94713 32.436365 9 18
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 2330 0.2731121 576.165069 231.176998 1.3676491 1982-1999 –> 2000-2009 0.5534041 0.2802920 856.32084 447.916183 10 20
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3124 0.2046509 -1032.610437 45.654658 0.7663807 2000-2009 –> 2010-2019 0.4195410 0.2148901 -1571.70495 91.502579 1 3
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3124 0.2047258 -1030.321922 69.510930 0.7684409 2000-2009 –> 2010-2019 0.4195944 0.2148686 -1569.88374 137.564191 2 3
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 3124 0.2188612 -613.168009 24.291280 0.8107675 2000-2009 –> 2010-2019 0.4456208 0.2267596 -901.72420 45.034612 3 6
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 3124 0.2208362 -559.038391 2.060676 0.7815035 2000-2009 –> 2010-2019 0.4500715 0.2292353 -798.99374 4.542416 4 8
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 3124 0.2326819 -230.574158 46.498941 0.9216098 2000-2009 –> 2010-2019 0.4812375 0.2485555 -91.45499 90.733049 7 12
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 3124 0.2326706 -230.877821 266.269246 0.9212307 2000-2009 –> 2010-2019 0.4812530 0.2485824 -91.25483 542.983688 6 12
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 3124 0.2326040 -232.667343 30.539239 0.9194245 2000-2009 –> 2010-2019 0.4812739 0.2486699 -91.40497 60.347467 5 12
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + silicate + phosphate 3124 0.2381013 -88.721905 15.414036 0.9924760 2000-2009 –> 2010-2019 0.5010741 0.2629728 311.14757 28.515730 8 16
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 3124 0.2507090 233.655303 15.823768 1.0817352 2000-2009 –> 2010-2019 0.5237534 0.2730444 808.66529 32.549539 11 20
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 3124 0.2506979 233.378689 226.106642 1.0823229 2000-2009 –> 2010-2019 0.5238100 0.2731121 809.54376 457.283640 10 20
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1197 0.2156446 -261.752692 71.004827 0.9271650 1982-1999 –> 2000-2009 0.4578690 0.2422244 -246.84530 126.892143 1 3
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1197 0.2156697 -261.474855 88.729839 0.9268884 1982-1999 –> 2000-2009 0.4578757 0.2422060 -246.63306 159.131976 2 3
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1197 0.2395882 -9.688736 72.194243 1.0212005 1982-1999 –> 2000-2009 0.4899737 0.2503855 33.91550 125.872362 5 8
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1197 0.2396535 -9.036336 57.793461 1.0216493 1982-1999 –> 2000-2009 0.4901240 0.2504705 34.86172 100.418926 6 11
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1197 0.2257633 -151.974691 13.525496 1.0701915 1982-1999 –> 2000-2009 0.4931520 0.2673887 -51.47287 33.562125 3 10
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1197 0.2258207 -153.366338 9.443910 1.0781019 1982-1999 –> 2000-2009 0.4938025 0.2679817 -52.94592 23.532491 4 12
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1197 0.2479514 70.452264 58.314408 1.1066335 1982-1999 –> 2000-2009 0.4984003 0.2504488 112.27545 92.440298 8 12
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1197 0.2480629 71.528132 46.694902 1.1091459 1982-1999 –> 2000-2009 0.4986011 0.2505382 113.66024 73.801958 9 15
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + silicate + phosphate 1197 0.2414913 7.251754 12.981026 1.0742430 1982-1999 –> 2000-2009 0.5103297 0.2688384 110.43608 31.105895 7 16
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + temp + phosphate 1197 0.2492753 81.200819 3.664632 1.0502114 1982-1999 –> 2000-2009 0.5181221 0.2688468 182.41216 7.181550 10 20
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2145 0.2370686 -73.803801 73.736250 1.0785671 2000-2009 –> 2010-2019 0.4527383 0.2156697 -335.27866 162.466090 1 3
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2145 0.2371096 -73.062778 58.043104 1.0785822 2000-2009 –> 2010-2019 0.4527542 0.2156446 -334.81547 129.047931 2 3
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2145 0.2486699 131.158708 58.234649 1.2103469 2000-2009 –> 2010-2019 0.4882582 0.2395882 121.46997 130.428891 3 8
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2145 0.2487550 132.625977 45.853607 1.2112628 2000-2009 –> 2010-2019 0.4884085 0.2396535 123.58964 103.647068 4 10
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2145 0.2503970 158.850330 46.233891 1.3840041 2000-2009 –> 2010-2019 0.4983484 0.2479514 229.30259 104.548299 5 13
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2145 0.2505000 160.615721 36.414252 1.3859203 2000-2009 –> 2010-2019 0.4985629 0.2480629 232.14385 83.109154 6 15
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2145 0.2789790 624.552171 16.819755 1.2460422 2000-2009 –> 2010-2019 0.5047424 0.2257633 472.57748 30.345250 9 12
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2145 0.2791133 624.616481 12.193913 1.2576371 2000-2009 –> 2010-2019 0.5049340 0.2258207 471.25014 21.637823 10 14
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + silicate + phosphate 2145 0.2801444 640.436048 15.495989 1.2550275 2000-2009 –> 2010-2019 0.5216357 0.2414913 647.68780 28.477015 11 18
N_Pacific (28.05,28.1] 3 cstar_tref ~ sal + temp + phosphate 2145 0.2820840 668.034621 2.517773 1.2700085 2000-2009 –> 2010-2019 0.5313593 0.2492753 749.23544 6.182405 12 22
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 3028 0.6348743 5855.679833 17.137566 5.8104169 1982-1999 –> 2000-2009 1.4028818 0.7680075 8170.40557 32.348887 1 2
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 3028 0.6352932 5859.674088 18.272840 5.8146576 1982-1999 –> 2000-2009 1.4035920 0.7682989 8175.15531 33.494049 2 4
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 3028 0.6355133 5861.772011 268.660327 5.8213644 1982-1999 –> 2000-2009 1.4042802 0.7687669 8178.46647 548.767556 3 6
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3028 0.6431278 5933.902074 91.105807 5.4685695 1982-1999 –> 2000-2009 1.4188630 0.7757351 8268.57090 166.227963 6 10
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3028 0.6435148 5937.545082 92.964833 5.4731995 1982-1999 –> 2000-2009 1.4195371 0.7760223 8272.95111 170.083033 7 12
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3028 0.6437011 5939.298125 409.601902 5.4799348 1982-1999 –> 2000-2009 1.4202828 0.7765817 8276.13953 789.855936 9 15
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3028 0.6435521 5935.895943 12.618266 5.4226646 1982-1999 –> 2000-2009 1.4229152 0.7793631 8277.85915 24.213247 8 15
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 3028 0.6439286 5939.437561 12.637846 5.4273780 1982-1999 –> 2000-2009 1.4236352 0.7797066 8282.27876 24.251456 10 18
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 3028 0.6441095 5941.138694 263.835335 5.4343594 1982-1999 –> 2000-2009 1.4243635 0.7802541 8285.37795 538.557919 11 20
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 3028 0.6405649 5909.720389 114.610211 6.0262844 1982-1999 –> 2000-2009 1.4369795 0.7964145 8296.79612 225.480657 4 14
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 4219 0.6157240 7894.940728 11.818026 3.1499321 2000-2009 –> 2010-2019 1.2505983 0.6348743 13750.62056 28.955593 1 2
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 4219 0.6159391 7897.888389 12.998696 3.1529688 2000-2009 –> 2010-2019 1.2512323 0.6352932 13757.56248 31.271536 2 4
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 4219 0.6162269 7901.829641 302.844752 3.1539475 2000-2009 –> 2010-2019 1.2517402 0.6355133 13763.60165 571.505079 3 6
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4219 0.6198220 7950.914817 116.221382 3.3776270 2000-2009 –> 2010-2019 1.2629499 0.6431278 13884.81689 207.327189 4 10
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 4219 0.6200422 7953.911218 116.424288 3.3925370 2000-2009 –> 2010-2019 1.2635570 0.6435148 13891.45630 209.389121 5 12
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4219 0.6203782 7958.482819 536.474143 3.3974459 2000-2009 –> 2010-2019 1.2640793 0.6437011 13897.78094 946.076046 6 15
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 4219 0.6214644 7971.243269 8.622314 3.3141363 2000-2009 –> 2010-2019 1.2650165 0.6435521 13907.13921 21.240581 7 15
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 4219 0.6217293 7974.839841 11.254947 3.3157843 2000-2009 –> 2010-2019 1.2656579 0.6439286 13914.27740 23.892793 8 18
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 4219 0.6220847 7979.661103 298.189392 3.3232391 2000-2009 –> 2010-2019 1.2661941 0.6441095 13920.79980 562.024727 9 20
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 4219 0.6290132 8075.120431 135.261458 3.3826337 2000-2009 –> 2010-2019 1.2695781 0.6405649 13984.84082 249.871669 10 14
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1146 0.1654134 -857.806155 162.892023 1.3348604 1982-1999 –> 2000-2009 0.4305239 0.2651106 -781.88427 374.011499 1 2
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 1146 0.1654419 -859.410510 145.364171 1.3375813 1982-1999 –> 2000-2009 0.4305558 0.2651139 -785.48012 326.876680 2 4
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1146 0.1750279 -730.312937 695.162071 1.1087459 1982-1999 –> 2000-2009 0.4709307 0.2959028 -581.88972 1461.882928 3 6
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1146 0.1779636 -692.188580 74.145177 1.2741642 1982-1999 –> 2000-2009 0.4749957 0.2970321 -541.18271 158.578609 4 8
N_Pacific (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate_star 1146 0.1780026 -693.686236 63.706338 1.2623893 1982-1999 –> 2000-2009 0.4761427 0.2981401 -542.15604 135.987559 5 10
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1146 0.2186437 -218.347055 177.658553 1.6925528 1982-1999 –> 2000-2009 0.5347857 0.3161419 -23.06712 411.506081 6 14
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1146 0.2186957 -217.803033 100.367828 1.6928537 1982-1999 –> 2000-2009 0.5348371 0.3161414 -22.52424 229.930878 7 13
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1146 0.2187455 -217.280952 306.381575 1.6931912 1982-1999 –> 2000-2009 0.5348871 0.3161416 -22.00170 708.150540 8 15
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 1146 0.2188160 -218.542027 159.352707 1.6680107 1982-1999 –> 2000-2009 0.5354720 0.3166560 -24.16050 360.435561 9 18
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1146 0.2212066 -193.637587 85.241239 1.6706379 1982-1999 –> 2000-2009 0.5511652 0.3299586 28.64436 181.884782 10 20
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1913 0.1828089 -1058.715421 395.758330 2.3800982 2000-2009 –> 2010-2019 0.3427412 0.1599323 -1993.75560 1254.799168 1 2
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1913 0.1918940 -873.148534 84.142691 2.5823083 2000-2009 –> 2010-2019 0.3573074 0.1654134 -1730.95469 247.034715 3 5
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 1913 0.1925545 -862.001142 74.716664 2.5749475 2000-2009 –> 2010-2019 0.3579965 0.1654419 -1721.41165 220.080835 4 7
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1913 0.1882497 -948.508179 321.501370 2.2538484 2000-2009 –> 2010-2019 0.3632776 0.1750279 -1678.82112 1016.663441 2 6
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1913 0.1956450 -801.081561 43.335989 2.4546897 2000-2009 –> 2010-2019 0.3736087 0.1779636 -1493.27014 117.481166 5 10
N_Pacific (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate_star 1913 0.1959817 -796.503103 37.921139 2.4539515 2000-2009 –> 2010-2019 0.3739843 0.1780026 -1490.18934 101.627477 6 12
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1913 0.2533326 189.561414 98.795478 3.2860595 2000-2009 –> 2010-2019 0.4719763 0.2186437 -28.78564 276.454031 7 14
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1913 0.2534056 190.663523 56.437129 3.2863168 2000-2009 –> 2010-2019 0.4721012 0.2186957 -27.13951 156.804957 10 18
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1913 0.2534787 191.768209 165.731402 3.2866571 2000-2009 –> 2010-2019 0.4722242 0.2187455 -25.51274 472.112978 13 22
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 1913 0.2534745 189.704607 87.200072 3.2755245 2000-2009 –> 2010-2019 0.4722905 0.2188160 -28.83742 246.552779 12 22
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 85 0.7559190 207.649963 64.944942 2.1967032 1982-1999 –> 2000-2009 2.2677448 1.5118258 734.68181 84.890964 1 2
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 85 0.8167737 220.812704 48.356885 3.5269460 1982-1999 –> 2000-2009 2.3396284 1.5228547 749.87977 60.480378 4 7
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 85 0.7980985 216.880601 35.470988 3.3223000 1982-1999 –> 2000-2009 2.3413749 1.5432764 749.67754 56.869225 3 8
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 85 0.8269257 222.912674 37.103768 3.5683795 1982-1999 –> 2000-2009 2.3445467 1.5176210 751.01578 67.462724 5 7
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 85 0.8676775 231.090563 44.579348 3.6755918 1982-1999 –> 2000-2009 2.3953275 1.5276500 761.03793 57.810032 8 12
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 85 0.9312396 243.108970 103.580341 3.8206604 1982-1999 –> 2000-2009 2.4813049 1.5500654 777.13495 199.874730 11 17
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 85 0.9523787 246.924813 188.491404 2.8925589 1982-1999 –> 2000-2009 2.6886901 1.7363115 812.72125 651.658796 12 21
S_Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 85 0.7873772 212.581423 9.014318 2.7371420 1982-1999 –> 2000-2009 2.7232210 1.9358438 806.83633 26.000508 2 21
S_Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 85 0.8528318 226.156758 15.351610 3.8979776 1982-1999 –> 2000-2009 2.7935812 1.9407494 821.12031 25.827259 6 28
S_Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 85 0.8667904 228.916677 8.429879 4.0185306 1982-1999 –> 2000-2009 2.8063992 1.9396088 823.71563 15.377800 7 28
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 168 1.6001182 648.709395 22.013252 5.6186372 2000-2009 –> 2010-2019 2.3982168 0.7980985 865.59000 57.484240 4 7
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 168 1.7159876 672.199573 14.872067 6.8819842 2000-2009 –> 2010-2019 2.5327613 0.8167737 893.01228 63.228952 7 11
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 168 1.7898952 686.368127 16.835487 6.0707118 2000-2009 –> 2010-2019 2.5458142 0.7559190 894.01809 81.780429 10 11
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 168 1.7383622 676.552340 41.203151 6.7401280 2000-2009 –> 2010-2019 2.5652879 0.8269257 899.46501 78.306919 8 13
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 168 1.7061392 670.265648 12.943416 7.0639841 2000-2009 –> 2010-2019 2.5738167 0.8676775 901.35621 57.522765 6 14
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 168 1.6747167 664.019736 120.677842 6.9779800 2000-2009 –> 2010-2019 2.6059563 0.9312396 907.12871 224.258183 5 16
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 168 1.4575588 617.355706 98.276035 4.9996920 2000-2009 –> 2010-2019 2.6650514 1.2074926 904.62808 312.526796 1 18
S_Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 168 1.9586379 714.639109 13.689159 5.7415595 2000-2009 –> 2010-2019 2.9370538 0.9784159 964.14918 48.943363 21 35
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 168 2.0237452 727.626504 243.174237 8.0822027 2000-2009 –> 2010-2019 2.9761239 0.9523787 974.55132 431.665641 27 39
S_Atlantic (-Inf,26] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 168 1.4577670 617.403702 119.957387 5.1061805 2000-2009 –> 2010-2019 3.0700149 1.6122479 953.82025 488.156547 2 21
S_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 121 1.4709286 450.769444 66.078442 7.2158030 1982-1999 –> 2000-2009 3.0843330 1.6134045 1185.73776 97.745353 3 7
S_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 121 1.4696152 450.553272 71.711681 7.1901493 1982-1999 –> 2000-2009 3.0871090 1.6174938 1186.48351 101.175469 2 8
S_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 121 1.4686120 450.388014 89.050938 7.1441443 1982-1999 –> 2000-2009 3.0893282 1.6207163 1187.07457 121.723251 1 9
S_Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 121 1.5030870 456.003201 406.159644 6.3680111 1982-1999 –> 2000-2009 3.1071678 1.6040808 1188.76918 546.335765 7 9
S_Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 121 1.5013247 455.719310 401.528093 6.3509379 1982-1999 –> 2000-2009 3.1074246 1.6060998 1188.96329 554.607297 6 9
S_Atlantic (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 121 1.5106690 457.220850 529.361673 6.3698486 1982-1999 –> 2000-2009 3.1089019 1.5982330 1188.59897 684.588127 8 9
S_Atlantic (26,26.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 121 1.4996632 455.451336 406.638325 6.3069330 1982-1999 –> 2000-2009 3.1422289 1.6425657 1197.22658 600.751470 5 17
S_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 121 1.5172078 458.266070 119.600162 6.9058352 1982-1999 –> 2000-2009 3.1427849 1.6255771 1196.09062 150.675430 9 19
S_Atlantic (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 121 1.5217084 456.982873 99.155363 6.6132043 1982-1999 –> 2000-2009 3.1478935 1.6261851 1192.94951 129.413419 10 21
S_Atlantic (26,26.5] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 121 1.5348426 459.062659 37.660792 6.2833291 1982-1999 –> 2000-2009 3.1499772 1.6151346 1192.43825 49.404038 14 19
S_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 234 1.5069355 869.979783 36.471886 4.6429295 2000-2009 –> 2010-2019 3.0241433 1.5172078 1328.24585 156.072049 1 10
S_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 234 1.5549618 884.662307 29.531709 4.4965999 2000-2009 –> 2010-2019 3.0258904 1.4709286 1335.43175 95.610152 2 5
S_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 234 1.5569479 885.259660 28.270607 4.4778923 2000-2009 –> 2010-2019 3.0265631 1.4696152 1335.81293 99.982288 3 5
S_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 234 1.5594599 886.014137 35.240519 4.4514959 2000-2009 –> 2010-2019 3.0280719 1.4686120 1336.40215 124.291457 4 5
S_Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 234 1.6953918 925.126913 97.602354 4.8547007 2000-2009 –> 2010-2019 3.1984787 1.5030870 1381.13011 503.761997 6 13
S_Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 234 1.6980922 925.871752 101.182936 4.8508815 2000-2009 –> 2010-2019 3.1994169 1.5013247 1381.59106 502.711028 7 13
S_Atlantic (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 234 1.6902132 923.695209 120.315746 4.8818310 2000-2009 –> 2010-2019 3.2008821 1.5106690 1380.91606 649.677419 5 13
S_Atlantic (26,26.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 234 1.7276568 933.949729 105.742866 4.7623690 2000-2009 –> 2010-2019 3.2273199 1.4996632 1389.40106 512.381191 11 16
S_Atlantic (26,26.5] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 234 1.7021945 925.000991 15.384384 4.6741272 2000-2009 –> 2010-2019 3.2370371 1.5348426 1384.06365 53.045176 8 22
S_Atlantic (26,26.5] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 234 1.7061810 926.095774 15.221284 4.6640309 2000-2009 –> 2010-2019 3.2384572 1.5322761 1384.75344 57.163716 9 22
S_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 66 1.3433318 240.260072 320.246098 3.0914571 1982-1999 –> 2000-2009 2.5013865 1.1580548 786.59134 360.361798 1 2
S_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 66 1.3533958 241.245306 286.674151 3.0900515 1982-1999 –> 2000-2009 2.5124837 1.1590879 787.87978 318.180103 2 4
S_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 66 1.3587971 241.771062 278.830961 3.1112252 1982-1999 –> 2000-2009 2.5189421 1.1601451 788.71548 475.455716 3 6
S_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 66 1.4175404 247.357760 84.794898 2.9038254 1982-1999 –> 2000-2009 2.6159146 1.1983741 805.32521 114.834647 7 11
S_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 66 1.4205649 247.639095 83.208843 2.9182029 1982-1999 –> 2000-2009 2.6201365 1.1995716 805.94612 111.607054 8 13
S_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 66 1.4286708 248.390162 76.498497 2.9438726 1982-1999 –> 2000-2009 2.6296348 1.2009640 807.09162 261.496654 11 17
S_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 66 1.4317775 246.676886 5.249747 2.5650271 1982-1999 –> 2000-2009 2.6356150 1.2038375 804.19089 17.280603 13 20
S_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 66 1.3931296 245.064845 215.755572 3.5493698 1982-1999 –> 2000-2009 2.6384028 1.2452732 816.08462 385.604647 4 14
S_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 66 1.4349224 246.966505 5.230959 2.5778020 1982-1999 –> 2000-2009 2.6395266 1.2046042 804.69696 15.435683 14 22
S_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + silicate + phosphate 66 1.4437094 247.772367 60.025931 2.5782272 1982-1999 –> 2000-2009 2.6492565 1.2055471 805.76885 244.290175 15 24
S_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 158 1.5813128 607.193276 44.065403 3.7314512 2000-2009 –> 2010-2019 2.9246445 1.3433318 847.45335 364.311501 3 4
S_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 158 1.5848202 607.893410 41.412671 3.7481682 2000-2009 –> 2010-2019 2.9382160 1.3533958 849.13872 328.086823 4 6
S_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 158 1.5944253 609.802798 64.865143 3.7937693 2000-2009 –> 2010-2019 2.9532224 1.3587971 851.57386 343.696104 8 11
S_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 158 1.5767208 606.274311 75.276056 3.6190576 2000-2009 –> 2010-2019 2.9942613 1.4175404 853.63207 160.070954 1 8
S_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 158 1.5791912 606.769025 72.790302 3.6314612 2000-2009 –> 2010-2019 2.9997561 1.4205649 854.40812 155.999145 2 10
S_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 158 1.5883510 608.596622 65.568427 3.6801969 2000-2009 –> 2010-2019 3.0170218 1.4286708 856.98678 142.066924 5 16
S_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 158 1.5884799 606.622271 4.724505 3.7231446 2000-2009 –> 2010-2019 3.0202574 1.4317775 853.29916 9.974252 6 19
S_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 158 1.5911974 607.162414 4.423294 3.7345055 2000-2009 –> 2010-2019 3.0261198 1.4349224 854.12892 9.654253 7 21
S_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + silicate + phosphate 158 1.6012714 609.156734 48.779215 3.7807526 2000-2009 –> 2010-2019 3.0449808 1.4437094 856.92910 108.805146 9 24
S_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 158 1.6652853 623.543467 53.022411 4.0103602 2000-2009 –> 2010-2019 3.0584149 1.3931296 868.60831 268.777983 11 15
S_Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 100 1.3291209 354.691262 130.774799 3.7606386 1982-1999 –> 2000-2009 2.6013600 1.2722390 1102.28613 150.372490 2 4
S_Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 100 1.3306041 354.914319 141.884323 3.7585683 1982-1999 –> 2000-2009 2.6019653 1.2713611 1102.20409 524.341447 4 5
S_Atlantic (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 100 1.3295446 354.754998 142.184794 3.7555307 1982-1999 –> 2000-2009 2.6023718 1.2728272 1102.55417 165.330838 3 6
S_Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 100 1.3283579 354.576409 122.893532 3.7375390 1982-1999 –> 2000-2009 2.6235583 1.2952004 1110.07735 339.538098 1 5
S_Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 100 1.3337795 355.391039 117.593805 3.7756276 1982-1999 –> 2000-2009 2.6478745 1.3140950 1117.29338 127.504071 7 19
S_Atlantic (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 100 1.3307315 354.933459 109.408297 3.7897481 1982-1999 –> 2000-2009 2.6563292 1.3255978 1120.68797 119.922064 5 19
S_Atlantic (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 100 1.3381337 354.042881 119.930865 3.6638107 1982-1999 –> 2000-2009 2.6947754 1.3566417 1128.02917 183.487466 9 25
S_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 100 1.4029846 365.508065 32.226092 2.7020917 1982-1999 –> 2000-2009 2.6996988 1.2967143 1121.52534 53.838926 16 21
S_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 100 1.4028050 365.482471 32.124158 2.7057198 1982-1999 –> 2000-2009 2.6999790 1.2971739 1121.65640 52.934739 15 21
S_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 100 1.4024830 365.436556 118.739101 2.7142106 1982-1999 –> 2000-2009 2.7006398 1.2981568 1121.94526 318.065543 14 21
S_Atlantic (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 190 1.3278824 660.959127 11.101868 3.2650394 2000-2009 –> 2010-2019 2.6574270 1.3295446 1015.71412 153.286662 4 7
S_Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 190 1.3287923 661.219430 10.124430 3.2654736 2000-2009 –> 2010-2019 2.6579133 1.3291209 1015.91069 140.899229 5 7
S_Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 190 1.3367715 663.494445 83.428128 3.2718218 2000-2009 –> 2010-2019 2.6651294 1.3283579 1018.07085 206.321660 6 7
S_Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 190 1.3383903 663.954339 142.859535 3.2684746 2000-2009 –> 2010-2019 2.6689944 1.3306041 1018.86866 284.743859 7 11
S_Atlantic (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 190 1.3383952 661.955733 36.420287 3.2684242 2000-2009 –> 2010-2019 2.6765289 1.3381337 1015.99861 156.351152 8 17
S_Atlantic (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 190 1.3470769 666.412688 7.084946 3.2783057 2000-2009 –> 2010-2019 2.6778083 1.3307315 1021.34615 116.493243 10 15
S_Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 190 1.3464421 666.233573 7.087163 3.2666285 2000-2009 –> 2010-2019 2.6802216 1.3337795 1021.62461 124.680968 9 16
S_Atlantic (26.75,27] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 190 1.3585779 667.643257 5.541606 3.5702259 2000-2009 –> 2010-2019 2.6893565 1.3307786 1020.58380 90.479376 15 21
S_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 190 1.3518082 667.745034 31.664161 3.5744767 2000-2009 –> 2010-2019 2.6944953 1.3426870 1024.46731 63.763134 11 21
S_Atlantic (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 190 1.3574976 667.340987 5.922678 3.5358553 2000-2009 –> 2010-2019 2.6949550 1.3374574 1021.28276 117.210524 14 22
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 176 1.2092797 580.355119 412.818744 4.3232773 1982-1999 –> 2000-2009 2.6545262 1.4452465 2031.27874 988.980627 5 7
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 176 1.2084502 580.113591 58.911061 4.3141617 1982-1999 –> 2000-2009 2.6595376 1.4510874 2034.27999 82.252607 2 6
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 176 1.2083422 580.082134 42.477246 4.3063244 1982-1999 –> 2000-2009 2.6659827 1.4576405 2037.87123 66.358191 1 17
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 176 1.2104352 580.691302 66.029672 4.2485716 1982-1999 –> 2000-2009 2.6697511 1.4593159 2039.40398 98.415030 7 26
S_Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + silicate 176 1.2130084 579.438829 58.492800 4.2495795 1982-1999 –> 2000-2009 2.6767869 1.4637785 2038.60635 64.137662 9 33
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 176 1.2103380 580.663047 38.371205 4.2761002 1982-1999 –> 2000-2009 2.6888820 1.4785440 2049.90010 70.684567 6 33
S_Atlantic (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 176 1.2602248 594.880475 86.826604 4.2973063 1982-1999 –> 2000-2009 2.7052258 1.4450011 2045.66755 179.037664 16 17
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 176 1.2537750 593.074320 58.665217 3.7308535 1982-1999 –> 2000-2009 2.7078172 1.4540422 2048.87623 89.555959 13 20
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 176 1.2549802 593.412521 493.983346 3.7283752 1982-1999 –> 2000-2009 2.7079209 1.4529407 2048.60513 685.830727 14 20
S_Atlantic (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 176 1.2598329 594.771011 76.725998 4.2909411 1982-1999 –> 2000-2009 2.7089352 1.4491023 2047.83679 178.999343 15 18
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 388 1.4592137 1408.344930 49.906026 6.9820285 2000-2009 –> 2010-2019 2.6681522 1.2089385 1988.60073 105.875876 3 6
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 388 1.4993409 1429.396166 41.194201 6.9537727 2000-2009 –> 2010-2019 2.7096789 1.2103380 2010.05921 79.565406 5 11
S_Atlantic (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 388 1.4557227 1406.486222 81.261133 6.9978579 2000-2009 –> 2010-2019 2.7155556 1.2598329 2001.25723 157.987131 1 16
S_Atlantic (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 388 1.4561427 1406.710077 74.149995 7.0346962 2000-2009 –> 2010-2019 2.7163675 1.2602248 2001.59055 160.976599 2 18
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 388 1.5077538 1433.738188 41.249077 6.8516246 2000-2009 –> 2010-2019 2.7181890 1.2104352 2014.42949 107.278749 7 14
S_Atlantic (27,27.25] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 388 1.4595987 1406.549657 11.866446 7.0027173 2000-2009 –> 2010-2019 2.7215587 1.2619600 1999.91448 46.093568 4 21
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 388 1.5392494 1449.781144 33.214021 6.4625731 2000-2009 –> 2010-2019 2.7475916 1.2083422 2029.86328 75.691266 9 10
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 388 1.5416929 1451.012025 32.136505 6.3473874 2000-2009 –> 2010-2019 2.7501431 1.2084502 2031.12562 91.047565 10 12
S_Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 388 1.5434361 1451.888961 486.403889 6.2419516 2000-2009 –> 2010-2019 2.7527158 1.2092797 2032.24408 899.222634 11 16
S_Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + silicate 388 1.5435029 1449.922564 5.703860 6.2455107 2000-2009 –> 2010-2019 2.7565114 1.2130084 2029.36139 64.196660 12 21
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 519 0.9690176 1454.189710 202.977846 3.8918143 1982-1999 –> 2000-2009 2.3408984 1.3718808 5923.98096 250.204797 2 5
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 519 0.9582330 1442.572682 181.337828 3.9260486 1982-1999 –> 2000-2009 2.3547063 1.3964733 5957.99037 227.436710 1 7
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 519 1.0068368 1493.930602 131.887079 4.0374743 1982-1999 –> 2000-2009 2.3918005 1.3849638 5988.09558 178.742259 3 8
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 519 1.1063175 1591.734529 127.115006 6.1634805 1982-1999 –> 2000-2009 2.5090957 1.4027782 6118.72034 174.311811 5 12
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 519 1.2190119 1692.424330 223.658214 6.6778139 1982-1999 –> 2000-2009 2.5821370 1.3631251 6145.77332 321.710332 12 13
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 519 1.2408483 1710.853699 190.121199 6.9255225 1982-1999 –> 2000-2009 2.6087119 1.3678636 6173.11403 299.427685 15 17
S_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 519 1.2244002 1695.002397 181.336903 7.0081525 1982-1999 –> 2000-2009 2.6462002 1.4218001 6254.57669 193.228192 14 24
S_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 519 1.2421211 1709.917848 131.810195 6.7644833 1982-1999 –> 2000-2009 2.6466961 1.4045750 6238.19094 143.721262 17 25
S_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 519 1.2791168 1740.382517 197.628831 6.0122344 1982-1999 –> 2000-2009 2.6592308 1.3801139 6223.53913 208.672699 18 22
S_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + silicate 519 1.0216490 1507.090065 174.884878 4.5655149 1982-1999 –> 2000-2009 2.7453435 1.7236945 6561.12305 180.354410 4 33
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1144 2.0169635 4865.776512 72.948311 10.7949685 2000-2009 –> 2010-2019 2.9751965 0.9582330 6308.34919 254.286139 2 3
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1144 2.0102007 4858.092111 55.795394 12.7974315 2000-2009 –> 2010-2019 2.9792183 0.9690176 6312.28182 258.773241 1 3
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1144 2.0265804 4876.659832 74.138668 11.5743015 2000-2009 –> 2010-2019 3.0334172 1.0068368 6370.59043 206.025748 3 6
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1144 2.0523689 4905.591186 54.717282 13.6221124 2000-2009 –> 2010-2019 3.1586864 1.1063175 6497.32572 181.832289 7 12
S_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + silicate 1144 2.1832238 5045.007733 7.267389 11.2125941 2000-2009 –> 2010-2019 3.2048728 1.0216490 6552.09780 182.152266 10 14
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1144 2.0338006 4884.796894 62.580120 13.1029426 2000-2009 –> 2010-2019 3.3526828 1.3188822 6658.95743 203.701199 4 24
S_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1144 2.1882005 5052.217306 97.311405 13.2746557 2000-2009 –> 2010-2019 3.3581251 1.1699246 6701.97852 295.957365 12 18
S_Atlantic (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + silicate 1144 2.0451115 4895.486271 55.267587 12.6024623 2000-2009 –> 2010-2019 3.3654189 1.3203074 6668.76793 113.617785 5 26
S_Atlantic (27.25,27.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1144 2.2009513 5063.510967 5.080928 11.9682907 2000-2009 –> 2010-2019 3.3746924 1.1737411 6714.65279 167.161801 14 21
S_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1144 2.0504074 4903.403509 62.917542 13.3090764 2000-2009 –> 2010-2019 3.3802491 1.3298417 6686.15387 213.702771 6 28
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 534 1.8995654 2214.681975 186.781057 13.6359784 1982-1999 –> 2000-2009 3.3882647 1.4886993 6501.89279 309.656327 1 8
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 534 1.9574194 2246.723955 242.695512 14.1419612 1982-1999 –> 2000-2009 3.4451749 1.4877556 6532.44324 409.181407 2 8
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 534 2.0453306 2293.643820 44.533842 13.6495688 1982-1999 –> 2000-2009 3.5069152 1.4615847 6537.62117 51.293846 4 5
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 534 1.9952761 2267.181973 828.649741 12.1796501 1982-1999 –> 2000-2009 3.5500447 1.5547687 6656.52594 1010.474746 3 20
S_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 534 2.1300300 2336.979680 444.768257 12.6236510 1982-1999 –> 2000-2009 3.5937864 1.4637564 6584.44918 999.886692 10 12
S_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 534 2.0980793 2318.838203 41.937330 13.0728786 1982-1999 –> 2000-2009 3.6184067 1.5203274 6653.49489 45.947194 6 16
S_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 534 2.1560334 2349.938888 73.653863 13.0130863 1982-1999 –> 2000-2009 3.6200905 1.4640571 6597.89151 97.187371 15 18
S_Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 534 2.1565171 2348.178434 25.629448 13.0340513 1982-1999 –> 2000-2009 3.6207327 1.4642156 6594.38571 28.729990 16 20
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 534 2.0788178 2310.988061 162.166296 13.0151592 1982-1999 –> 2000-2009 3.6209198 1.5421021 6681.09198 171.435759 5 18
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 534 2.1042857 2323.992799 48.245479 14.5442898 1982-1999 –> 2000-2009 3.6236322 1.5193465 6659.13152 62.679702 7 16
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1310 2.1569332 5745.579949 148.671695 8.6611065 2000-2009 –> 2010-2019 4.0564986 1.8995654 7960.26192 335.452753 8 9
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1310 2.1745884 5766.938145 195.352659 8.8933684 2000-2009 –> 2010-2019 4.1320077 1.9574194 8013.66210 438.048171 13 15
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1310 2.1067772 5683.936603 18.001203 9.2133046 2000-2009 –> 2010-2019 4.1521078 2.0453306 7977.58042 62.535045 1 5
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1310 2.1774374 5770.368505 172.501157 9.4697342 2000-2009 –> 2010-2019 4.1727135 1.9952761 8037.55048 1001.150898 16 19
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1310 2.1480430 5734.758824 20.445909 9.2420177 2000-2009 –> 2010-2019 4.2268608 2.0788178 8045.74688 182.612205 4 9
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1310 2.1406333 5725.705489 33.976628 9.5444099 2000-2009 –> 2010-2019 4.2449190 2.1042857 8049.69829 82.222107 2 9
S_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 1310 2.1590088 5746.099887 6.884667 8.6935593 2000-2009 –> 2010-2019 4.2570881 2.0980793 8064.93809 48.821997 11 17
S_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1310 2.1665210 5757.200318 20.501666 9.4300989 2000-2009 –> 2010-2019 4.2743720 2.1078510 8083.00108 192.574968 12 20
S_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1310 2.1798008 5773.210709 791.849790 9.6187928 2000-2009 –> 2010-2019 4.3098308 2.1300300 8110.19039 1236.618047 18 28
S_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1310 2.1538847 5741.874377 48.230013 9.4064408 2000-2009 –> 2010-2019 4.3099182 2.1560334 8091.81326 121.883876 6 21
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 206 1.4491609 751.448374 232.645932 4.5288476 1982-1999 –> 2000-2009 2.4268119 0.9776510 1773.60296 1028.283969 2 3
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 206 1.5594818 781.676365 128.844447 5.8143966 1982-1999 –> 2000-2009 2.5433781 0.9838963 1808.42845 160.261498 5 7
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 206 1.5566617 780.930631 70.471751 4.4633789 1982-1999 –> 2000-2009 2.5586875 1.0020259 1820.86545 98.832830 4 7
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 206 1.5795853 786.953555 206.596654 5.3100283 1982-1999 –> 2000-2009 2.5857917 1.0062064 1829.89438 280.604671 7 12
S_Atlantic (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 206 1.5790308 786.808895 179.644214 6.9298335 1982-1999 –> 2000-2009 2.5878197 1.0087890 1831.60043 232.743463 6 12
S_Atlantic (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 206 1.6019192 792.738073 121.367855 7.1293036 1982-1999 –> 2000-2009 2.6065356 1.0046164 1834.53706 502.236153 10 14
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 206 1.6072332 794.102525 200.343005 5.4089931 1982-1999 –> 2000-2009 2.6285836 1.0213504 1847.82891 278.426681 13 21
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 206 1.6129969 795.577361 221.388580 4.9878481 1982-1999 –> 2000-2009 2.6407425 1.0277455 1853.81039 803.340201 15 24
S_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + silicate + phosphate 206 1.6138800 793.802854 17.118985 5.1140592 1982-1999 –> 2000-2009 2.6492741 1.0353942 1855.38921 44.875245 16 26
S_Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + silicate 206 1.6044624 791.391636 28.850199 7.1617152 1982-1999 –> 2000-2009 2.6701159 1.0656535 1873.77596 31.511958 11 22
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 468 1.5437754 1748.566663 482.862256 4.9205648 2000-2009 –> 2010-2019 2.9929363 1.4491609 2500.01504 715.508188 1 4
S_Atlantic (27.75,27.85] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 468 1.6326917 1800.981729 675.819395 4.9712028 2000-2009 –> 2010-2019 3.0655806 1.4328889 2547.77777 846.531043 2 3
S_Atlantic (27.75,27.85] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 468 1.6857469 1828.913833 521.218371 6.0631655 2000-2009 –> 2010-2019 3.1209342 1.4351873 2574.37020 653.123915 5 7
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 468 1.6821046 1828.889304 18.981555 5.0138957 2000-2009 –> 2010-2019 3.2415865 1.5594818 2610.56567 147.826002 4 10
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 468 1.6789685 1827.142580 50.385172 5.0119445 2000-2009 –> 2010-2019 3.2585538 1.5795853 2614.09614 256.981826 3 11
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 468 1.7028843 1840.381219 17.419735 5.0581296 2000-2009 –> 2010-2019 3.2595460 1.5566617 2621.31185 87.891485 7 12
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 468 1.7796467 1881.650787 226.162858 6.5651632 2000-2009 –> 2010-2019 3.3074019 1.5277552 2654.85884 436.249298 12 16
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 468 1.7065374 1842.387048 62.308237 5.0964045 2000-2009 –> 2010-2019 3.3137707 1.6072332 2636.48957 262.651242 8 22
S_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 468 1.7147826 1846.898427 397.837212 5.1090439 2000-2009 –> 2010-2019 3.3277795 1.6129969 2642.47579 619.225792 9 25
S_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + silicate + phosphate 468 1.7162477 1845.697817 17.404443 5.1183997 2000-2009 –> 2010-2019 3.3301277 1.6138800 2639.50067 34.523428 10 27
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 386 1.5902180 1467.529043 86.568586 4.7487315 1982-1999 –> 2000-2009 3.3476715 1.7574535 3964.00015 649.488578 1 2
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 386 1.6409047 1491.751810 189.870722 4.8179168 1982-1999 –> 2000-2009 3.4047850 1.7638802 3992.79297 503.144373 3 6
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 386 1.6348917 1488.917666 72.799963 4.8139988 1982-1999 –> 2000-2009 3.4192338 1.7843421 4004.39901 114.008031 2 10
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 386 1.6580805 1499.790532 179.059417 4.8347182 1982-1999 –> 2000-2009 3.4298909 1.7718104 4006.44791 511.722806 4 8
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 386 1.6695265 1505.101481 75.093986 4.8008035 1982-1999 –> 2000-2009 3.4477374 1.7782109 4016.27342 698.549835 6 12
S_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + silicate + phosphate 386 1.6767337 1506.426938 39.591682 4.9481402 1982-1999 –> 2000-2009 3.4611904 1.7844567 4019.98871 79.522296 7 16
S_Atlantic (27.85,27.95] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 386 1.6680170 1504.403131 92.249184 5.4300682 1982-1999 –> 2000-2009 3.4872858 1.8192689 4044.15443 751.551905 5 15
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 386 1.7532356 1542.869980 85.278707 4.7837830 1982-1999 –> 2000-2009 3.5119740 1.7587384 4040.25616 220.163530 11 13
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 386 1.7199765 1528.084357 71.730027 5.7770174 1982-1999 –> 2000-2009 3.5395747 1.8195982 4068.06226 115.545804 8 19
S_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + silicate 386 1.7285584 1529.926702 39.011016 5.6014813 1982-1999 –> 2000-2009 3.5519979 1.8234395 4070.54488 82.661393 9 22
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 790 1.8974765 3267.952159 428.451714 7.6728296 2000-2009 –> 2010-2019 3.4876945 1.5902180 4735.48120 515.020301 1 2
S_Atlantic (27.85,27.95] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 790 1.9035809 3273.027052 524.075037 6.7150103 2000-2009 –> 2010-2019 3.5715979 1.6680170 4777.43018 616.324221 2 7
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 790 1.9779528 3333.581446 188.206990 7.6649572 2000-2009 –> 2010-2019 3.6188575 1.6409047 4825.33326 378.077711 4 7
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 790 1.9949589 3347.107923 30.713849 7.7754203 2000-2009 –> 2010-2019 3.6298506 1.6348917 4836.02559 103.513813 8 10
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 790 1.9345836 3298.552445 32.103942 7.3070199 2000-2009 –> 2010-2019 3.6545601 1.7199765 4826.63680 103.833968 3 11
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 790 1.9860751 3340.056247 367.327864 7.5548314 2000-2009 –> 2010-2019 3.6556016 1.6695265 4845.15773 442.421850 6 12
S_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 790 1.9989600 3350.273603 203.350084 7.6534866 2000-2009 –> 2010-2019 3.6570405 1.6580805 4850.06413 382.409501 9 13
S_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + silicate + phosphate 790 2.0053874 3353.345715 30.372977 7.8115310 2000-2009 –> 2010-2019 3.6821210 1.6767337 4859.77265 69.964660 10 17
S_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + silicate 790 1.9881721 3339.723623 31.984509 7.4732758 2000-2009 –> 2010-2019 3.7167305 1.7285584 4869.65033 70.995525 7 16
S_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 790 1.9793111 3334.666077 205.743511 6.5398807 2000-2009 –> 2010-2019 3.7446126 1.7653015 4882.83080 270.584806 5 17
S_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 957 1.7898326 3842.030093 750.997636 5.3331244 1982-1999 –> 2000-2009 4.1461463 2.3563137 11205.62939 1002.094452 17 18
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 957 1.7924377 3846.813894 707.295060 5.3624834 1982-1999 –> 2000-2009 4.2034677 2.4110300 11286.55985 1216.867424 20 22
S_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 957 1.7933477 3845.785363 382.940011 5.3357456 1982-1999 –> 2000-2009 4.2044331 2.4110853 11283.60552 623.937589 21 24
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 957 1.7301765 3779.147974 236.190341 4.9166595 1982-1999 –> 2000-2009 4.2249033 2.4947268 11329.11836 787.461103 3 23
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 957 1.7937233 3848.186143 733.522516 5.3302450 1982-1999 –> 2000-2009 4.2317991 2.4380758 11323.96310 1523.376986 22 26
S_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 957 1.7949513 3847.496057 388.374715 5.2878092 1982-1999 –> 2000-2009 4.2353738 2.4404225 11324.38045 619.964616 25 30
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 957 1.8013874 3856.346753 728.757450 5.3715909 1982-1999 –> 2000-2009 4.2446813 2.4432939 11339.02928 1486.112532 32 42
S_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 957 1.7322491 3779.439476 228.532250 4.6892056 1982-1999 –> 2000-2009 4.2484067 2.5161576 11355.03839 371.919238 4 29
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 957 1.7556990 3807.175955 288.189585 5.2835838 1982-1999 –> 2000-2009 4.2489862 2.4932872 11355.28186 826.129828 9 28
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 957 1.8086030 3863.998049 523.877901 5.2005717 1982-1999 –> 2000-2009 4.2499421 2.4413391 11344.09540 840.455737 33 40
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1777 2.3640311 8114.656341 270.512094 7.8735967 2000-2009 –> 2010-2019 4.0942076 1.7301765 11893.80431 506.702435 6 9
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1777 2.3193568 8046.851926 359.983019 8.3806299 2000-2009 –> 2010-2019 4.1117946 1.7924377 11893.66582 1067.278079 1 21
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1777 2.3662944 8118.057220 265.380179 7.8761624 2000-2009 –> 2010-2019 4.1219934 1.7556990 11925.23317 553.569764 9 18
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1777 2.3366008 8073.177411 481.626542 8.9326132 2000-2009 –> 2010-2019 4.1303241 1.7937233 11921.36355 1215.149058 2 24
S_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1777 2.3410515 8077.940654 173.919397 9.6159360 2000-2009 –> 2010-2019 4.1343993 1.7933477 11923.72602 556.859408 3 24
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1777 2.3665052 8118.373867 288.317551 7.8707358 2000-2009 –> 2010-2019 4.1351438 1.7686386 11939.60432 512.634397 10 22
S_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1777 2.3425077 8080.150657 172.963813 9.5873142 2000-2009 –> 2010-2019 4.1374590 1.7949513 11927.64671 561.338527 4 29
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1777 2.3933615 8158.479296 185.610810 7.5653703 2000-2009 –> 2010-2019 4.1446500 1.7512885 11960.84100 426.728100 15 21
S_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1777 2.3607565 8107.729974 298.226056 9.5077009 2000-2009 –> 2010-2019 4.1505891 1.7898326 11949.76007 1049.223692 5 22
S_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1777 2.3651488 8116.336243 412.786361 9.8244833 2000-2009 –> 2010-2019 4.1665362 1.8013874 11972.68300 1141.543811 7 39
S_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 296 0.9163993 802.328164 526.794612 3.4491536 1982-1999 –> 2000-2009 1.8268420 0.9104427 2250.10173 919.793024 2 4
S_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 296 0.9322737 812.495336 547.666136 3.5603752 1982-1999 –> 2000-2009 1.8421263 0.9098526 2259.56742 912.041989 4 5
S_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 296 0.9174168 800.985103 138.534263 3.4902132 1982-1999 –> 2000-2009 1.8529725 0.9355557 2276.19961 372.473957 3 17
S_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + silicate 296 0.9517341 822.725632 458.766291 3.5006391 1982-1999 –> 2000-2009 1.8622354 0.9105013 2268.56887 822.721447 6 9
S_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + silicate 296 0.9339403 811.552723 39.321801 3.6233162 1982-1999 –> 2000-2009 1.8712862 0.9373459 2288.83567 118.782171 5 20
S_Atlantic (28.05,28.1] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 296 0.8738698 772.195867 222.242494 3.1111101 1982-1999 –> 2000-2009 1.8913497 1.0174799 2338.23722 730.482045 1 28
S_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 296 0.9726550 837.597895 727.797389 3.5726741 1982-1999 –> 2000-2009 1.8985142 0.9258593 2303.53966 1301.889944 8 16
S_Atlantic (28.05,28.1] 3 cstar_tref ~ temp + nitrate + silicate 296 0.9627502 827.538494 16.089032 3.6597687 1982-1999 –> 2000-2009 1.9010386 0.9382884 2303.90884 36.802682 7 23
S_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 296 0.9812658 842.815777 598.066808 3.6712581 1982-1999 –> 2000-2009 1.9044795 0.9232137 2305.66135 1130.557043 10 14
S_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 296 0.9834612 844.138784 590.349649 3.6871085 1982-1999 –> 2000-2009 1.9066815 0.9232203 2306.99214 1128.149842 12 17
S_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 581 1.1719407 1847.170790 505.155549 4.1174775 2000-2009 –> 2010-2019 2.1445957 0.9726550 2684.76869 1232.952937 1 9
S_Atlantic (28.05,28.1] 4 cstar_tref ~ aou + silicate + phosphate + phosphate_star 581 1.1742375 1847.445882 97.437721 4.3747166 2000-2009 –> 2010-2019 2.1492650 0.9750274 2684.48601 163.676287 2 11
S_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 581 1.2765070 1946.482683 300.511984 4.9408794 2000-2009 –> 2010-2019 2.1929063 0.9163993 2748.81085 827.306596 12 14
S_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 581 1.2199398 1893.813929 412.545435 4.6548451 2000-2009 –> 2010-2019 2.2034010 0.9834612 2737.95271 1002.895084 4 16
S_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + silicate + phosphate 581 1.2210866 1892.905713 35.039116 4.8865020 2000-2009 –> 2010-2019 2.2068976 0.9858110 2736.45728 59.403588 5 18
S_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 581 1.2271291 1900.641734 455.700543 4.8853238 2000-2009 –> 2010-2019 2.2083950 0.9812658 2743.45751 1053.767351 6 16
S_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 581 1.2279602 1899.428380 157.705849 5.0848271 2000-2009 –> 2010-2019 2.2110634 0.9831033 2741.35166 290.224191 7 18
S_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 581 1.2835306 1952.858656 334.767747 5.1735889 2000-2009 –> 2010-2019 2.2158042 0.9322737 2765.35399 882.433882 18 22
S_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 581 1.3098187 1974.417254 158.103719 6.2716932 2000-2009 –> 2010-2019 2.2272354 0.9174168 2775.40236 296.637983 25 28
S_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + silicate + phosphate 581 1.2341190 1905.241791 388.671992 5.3178859 2000-2009 –> 2010-2019 2.2313663 0.9972474 2755.62159 917.145883 8 23
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 350 0.9562290 975.926472 345.011150 2.9351407 1982-1999 –> 2000-2009 1.6653375 0.7091085 1929.64414 542.356197 2 6
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 350 0.9624611 980.473828 266.851866 3.0131935 1982-1999 –> 2000-2009 1.6680757 0.7056146 1929.87449 469.972335 5 7
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 350 0.9719471 987.339253 266.704016 3.0479269 1982-1999 –> 2000-2009 1.6775205 0.7055734 1936.68883 413.481440 10 11
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 350 0.9708118 986.521083 222.687688 3.4472987 1982-1999 –> 2000-2009 1.6807393 0.7099275 1941.24761 401.985401 9 14
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 350 0.9878002 998.664609 279.130284 3.1338530 1982-1999 –> 2000-2009 1.6934337 0.7056335 1948.08862 425.067569 20 23
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 350 0.9643660 981.857883 278.521589 2.9993757 1982-1999 –> 2000-2009 1.7196323 0.7552664 1990.69164 531.164547 7 19
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 350 1.0285247 1026.944757 434.719830 2.8808882 1982-1999 –> 2000-2009 1.7410897 0.7125651 1984.91238 948.383084 25 32
S_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + silicate + phosphate 350 1.0350319 1029.359545 266.697122 3.0616226 1982-1999 –> 2000-2009 1.7493314 0.7142995 1987.45192 413.461535 28 36
S_Atlantic (28.1,28.15] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 350 0.9529856 973.548106 382.124582 3.1293048 1982-1999 –> 2000-2009 1.7495342 0.7965486 2028.89416 648.598227 1 16
S_Atlantic (28.1,28.15] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 350 0.9623744 980.410777 380.697609 3.1353591 1982-1999 –> 2000-2009 1.7617975 0.7994231 2038.90513 635.944073 4 21
S_Atlantic (28.1,28.15] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 544 1.0820768 1643.628884 179.201746 4.8485866 2000-2009 –> 2010-2019 2.0350623 0.9529856 2617.17699 561.326328 5 6
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 544 1.0733942 1634.863587 203.150715 4.2138172 2000-2009 –> 2010-2019 2.0377602 0.9643660 2616.72147 481.672304 2 9
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 544 1.0712957 1632.734406 122.891162 4.2503756 2000-2009 –> 2010-2019 2.0568751 0.9855795 2629.82352 322.625431 1 21
S_Atlantic (28.1,28.15] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 544 1.1093638 1670.725093 177.040107 5.1313394 2000-2009 –> 2010-2019 2.0717382 0.9623744 2651.13587 557.737716 7 11
S_Atlantic (28.1,28.15] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 544 1.1092034 1670.567715 170.819101 5.0401808 2000-2009 –> 2010-2019 2.0822801 0.9730767 2658.72005 550.166808 6 18
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 544 1.1368256 1697.330043 295.289649 5.4042973 2000-2009 –> 2010-2019 2.0930546 0.9562290 2673.25652 640.300799 9 11
S_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 544 1.0746609 1636.146707 379.714277 4.0661239 2000-2009 –> 2010-2019 2.1031855 1.0285247 2663.09146 814.434106 3 29
S_Atlantic (28.1,28.15] 4 cstar_tref ~ aou + silicate + phosphate + phosphate_star 544 1.1493244 1707.226735 36.015377 4.6016400 2000-2009 –> 2010-2019 2.1055734 0.9562490 2681.16788 63.920712 10 13
S_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 544 1.0747284 1634.215045 96.490186 4.0773162 2000-2009 –> 2010-2019 2.1087886 1.0340602 2662.91714 269.833739 4 31
S_Atlantic (28.1,28.15] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 544 1.1094913 1668.850063 148.310162 5.0965988 2000-2009 –> 2010-2019 2.1437581 1.0342668 2697.69198 488.339525 8 36
S_Atlantic (28.15,28.2] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 347 1.1982264 1124.248012 303.828790 4.2362547 1982-1999 –> 2000-2009 1.8961009 0.6978745 1930.54643 813.343643 2 10
S_Atlantic (28.15,28.2] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 347 1.2080291 1129.902523 303.372973 4.3016976 1982-1999 –> 2000-2009 1.9052433 0.6972142 1935.49295 793.120053 6 12
S_Atlantic (28.15,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 347 1.2161639 1134.560248 300.296773 4.2794206 1982-1999 –> 2000-2009 1.9134673 0.6973033 1940.24627 791.360159 10 17
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 347 1.2426605 1149.518075 417.584892 3.9635108 1982-1999 –> 2000-2009 1.9268597 0.6841992 1941.01344 1208.578272 20 24
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 347 1.2181201 1135.675624 302.634913 4.2873196 1982-1999 –> 2000-2009 1.9421859 0.7240658 1969.53262 733.312816 11 22
S_Atlantic (28.15,28.2] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 347 1.2558337 1154.836287 180.234248 3.7088936 1982-1999 –> 2000-2009 1.9565356 0.7007020 1962.15918 669.929139 28 37
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 347 1.1855513 1116.867618 584.140683 4.5720055 1982-1999 –> 2000-2009 1.9592670 0.7737158 2000.33370 1291.776257 1 14
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 347 1.2436793 1150.086828 239.742609 4.1090229 1982-1999 –> 2000-2009 1.9665635 0.7228842 1982.72219 648.743063 21 31
S_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 347 1.2863410 1171.493734 125.471115 3.5008410 1982-1999 –> 2000-2009 2.0105028 0.7241619 2003.45001 534.179061 31 43
S_Atlantic (28.15,28.2] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 347 1.2045569 1125.904908 33.710643 4.4390192 1982-1999 –> 2000-2009 2.0116671 0.8071102 2038.97824 58.983664 5 22
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 624 1.3942078 2199.578583 201.054325 5.8483393 2000-2009 –> 2010-2019 2.5980565 1.2038487 3327.07534 552.653012 1 5
S_Atlantic (28.15,28.2] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 624 1.4190423 2221.613083 569.496117 6.2078896 2000-2009 –> 2010-2019 2.6172687 1.1982264 3345.86109 873.324907 2 4
S_Atlantic (28.15,28.2] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 624 1.4341064 2234.791670 575.473466 6.0346867 2000-2009 –> 2010-2019 2.6421355 1.2080291 3364.69419 878.846439 4 10
S_Atlantic (28.15,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 624 1.4362204 2236.629978 553.977822 6.1301824 2000-2009 –> 2010-2019 2.6523844 1.2161639 3371.19023 854.274595 5 15
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 624 1.4448925 2244.142856 668.945998 6.1002367 2000-2009 –> 2010-2019 2.6630126 1.2181201 3379.81848 971.580911 7 19
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 624 1.4481652 2246.966399 291.125635 5.7467750 2000-2009 –> 2010-2019 2.6667683 1.2186032 3382.91719 667.896083 8 21
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 624 1.4334886 2234.253890 905.304252 5.8378353 2000-2009 –> 2010-2019 2.6761491 1.2426605 3383.77196 1322.889144 3 24
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 624 1.4542763 2252.221781 184.805759 5.7181213 2000-2009 –> 2010-2019 2.6780108 1.2237344 3391.08871 474.086251 11 27
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 624 1.4757021 2270.474375 285.253995 6.0707327 2000-2009 –> 2010-2019 2.6790567 1.2033546 3397.68626 615.658416 14 17
S_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 624 1.4751175 2269.979876 223.001915 6.0090186 2000-2009 –> 2010-2019 2.6871206 1.2120031 3402.16166 499.735982 13 22
S_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 982 1.3675158 3413.518977 999.112065 4.3544637 1982-1999 –> 2000-2009 2.2236712 0.8561554 5932.57114 1941.209451 1 2
S_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 982 1.4160365 3483.995832 47.608637 4.6429787 1982-1999 –> 2000-2009 2.5112770 1.0952405 6493.66219 75.184697 2 12
S_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 982 1.4529964 3534.600452 25.733111 4.7061573 1982-1999 –> 2000-2009 2.5274805 1.0744842 6506.30646 54.135112 4 6
S_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 982 1.4527947 3534.327869 49.194851 4.7119102 1982-1999 –> 2000-2009 2.5275814 1.0747866 6506.59229 76.750552 3 6
S_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 982 1.4534792 3535.252945 21.441241 4.6886222 1982-1999 –> 2000-2009 2.5290213 1.0755422 6508.91153 48.419360 5 9
S_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 982 1.4550124 3537.323613 440.181111 4.7153062 1982-1999 –> 2000-2009 2.5327174 1.0777050 6514.96786 867.970854 6 11
S_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 982 1.4829571 3572.686144 46.505009 4.7512168 1982-1999 –> 2000-2009 2.5813901 1.0984331 6586.12738 61.281869 8 19
S_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 982 1.4764671 3564.072057 20.139752 4.8103287 1982-1999 –> 2000-2009 2.5900693 1.1136022 6604.72442 47.688220 7 21
S_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 982 1.5344559 3639.732700 48.427589 4.8312593 1982-1999 –> 2000-2009 2.6158035 1.0813475 6622.07136 60.451876 12 19
S_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 982 1.5358471 3641.512495 8.094080 4.8406489 1982-1999 –> 2000-2009 2.6169044 1.0810573 6623.31861 12.049182 13 19
S_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1540 1.0712092 4594.198069 915.462005 5.0521385 2000-2009 –> 2010-2019 2.4387250 1.3675158 8007.71705 1914.574069 3 4
S_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1540 1.0732038 4599.927615 957.037189 5.0799296 2000-2009 –> 2010-2019 2.4433869 1.3701831 8017.27366 1955.735111 5 7
S_Atlantic (28.2, Inf] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1540 1.0749743 4605.004687 916.896266 5.0981409 2000-2009 –> 2010-2019 2.4466016 1.3716273 8024.41970 1916.806480 6 9
S_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1540 1.0932144 4658.827529 31.637514 4.7817107 2000-2009 –> 2010-2019 2.5092509 1.4160365 8142.82336 79.246152 8 12
S_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1540 1.0699387 4592.542882 31.329949 4.5342942 2000-2009 –> 2010-2019 2.5229351 1.4529964 8127.14333 57.063059 1 7
S_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1540 1.0706301 4594.532615 30.130927 4.5452603 2000-2009 –> 2010-2019 2.5234249 1.4527947 8128.86048 79.325777 2 7
S_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1540 1.0725007 4599.909164 23.210681 4.5658309 2000-2009 –> 2010-2019 2.5259799 1.4534792 8135.16211 44.651922 4 11
S_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1540 1.0794377 4619.766636 492.924378 4.6686305 2000-2009 –> 2010-2019 2.5344501 1.4550124 8157.09025 933.105489 7 15
S_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 1540 1.1188288 4728.160654 30.107011 5.7280968 2000-2009 –> 2010-2019 2.5952959 1.4764671 8292.23271 50.246763 9 18
S_Atlantic (28.2, Inf] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 1540 1.1673532 4858.926704 27.114721 6.2091573 2000-2009 –> 2010-2019 2.6503103 1.4829571 8431.61285 73.619730 15 25
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1227 9.3308245 8976.650742 50.051511 27.4548754 1982-1999 –> 2000-2009 18.4655336 9.1347091 13885.26553 108.462883 2 4
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1227 9.3465308 8980.778021 85.448774 26.2742508 1982-1999 –> 2000-2009 18.4717147 9.1251839 13887.98646 329.905134 3 4
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1227 9.5592168 9035.994394 83.651454 25.6438976 1982-1999 –> 2000-2009 18.8545561 9.2953393 13968.10722 120.907827 8 11
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1227 9.5653414 9037.566168 85.164979 25.6488114 1982-1999 –> 2000-2009 18.8719147 9.3065733 13971.30717 122.350873 9 13
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1227 9.6241035 9052.595532 154.824518 25.5662288 1982-1999 –> 2000-2009 18.9715182 9.3474148 13992.23922 244.242427 13 18
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1227 9.3072259 8970.436451 57.766341 28.1004961 1982-1999 –> 2000-2009 19.0348797 9.7276538 13963.82884 307.330700 1 9
S_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 1227 9.5711407 9037.053548 37.964643 25.7129919 1982-1999 –> 2000-2009 19.0512985 9.4801577 13993.70558 70.058090 11 17
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1227 9.5769868 9040.551998 13.482980 27.1744462 1982-1999 –> 2000-2009 19.2872944 9.7103076 14031.53851 21.627306 12 19
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1227 9.4527114 9008.499330 20.268102 27.8076356 1982-1999 –> 2000-2009 19.3304690 9.8777577 14022.53337 44.977096 4 19
S_Pacific (-Inf,26] 4 cstar_tref ~ sal + aou + phosphate + phosphate_star 1227 9.5706452 9036.926494 55.862498 26.2649743 1982-1999 –> 2000-2009 19.3578326 9.7871874 14036.54355 298.009865 10 19
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 898 8.3173847 6366.966381 48.926136 34.4957088 2000-2009 –> 2010-2019 17.6482092 9.3308245 15343.61712 98.977647 2 4
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 898 8.5829657 6423.417600 65.323239 32.2640155 2000-2009 –> 2010-2019 17.8901916 9.3072259 15393.85405 123.089580 7 8
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 898 8.7283502 6453.584774 101.980375 30.8684950 2000-2009 –> 2010-2019 18.0748811 9.3465308 15434.36280 187.429149 11 14
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 898 8.7012621 6448.002294 35.504098 33.1366255 2000-2009 –> 2010-2019 18.1539735 9.4527114 15456.50162 55.772200 8 12
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 898 8.7305458 6454.036500 16.682837 33.3230561 2000-2009 –> 2010-2019 18.1904100 9.4598641 15464.39204 30.816491 12 17
S_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 898 8.7661501 6461.345910 50.673829 33.4059354 2000-2009 –> 2010-2019 18.2467959 9.4806459 15477.08656 77.404904 14 20
S_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 898 8.3267789 6368.993744 95.024750 34.1640163 2000-2009 –> 2010-2019 18.3397735 10.0129946 15518.79954 177.082599 4 32
S_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 898 8.3243910 6368.478630 99.803539 34.2919924 2000-2009 –> 2010-2019 18.3406145 10.0162235 15519.07562 184.292810 3 32
S_Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + silicate 898 8.3267839 6366.994822 39.858439 34.1579355 2000-2009 –> 2010-2019 18.3516087 10.0248249 15517.69827 87.966340 5 35
S_Pacific (-Inf,26] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 898 8.1994718 6341.322854 99.422655 34.2722189 2000-2009 –> 2010-2019 18.3768401 10.1773683 15531.08650 184.671290 1 33
S_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 897 3.4820075 4797.786268 31.441228 16.5995367 1982-1999 –> 2000-2009 7.0892018 3.6071943 8135.08491 93.324890 1 2
S_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 897 3.5353983 4825.085523 45.549993 13.7866913 1982-1999 –> 2000-2009 7.2038242 3.6684259 8183.08799 184.816046 2 4
S_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 897 3.5450219 4829.962289 18.075595 13.9594762 1982-1999 –> 2000-2009 7.2230881 3.6780662 8191.19285 68.845604 3 6
S_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 897 3.5590025 4837.023398 76.395431 14.1368671 1982-1999 –> 2000-2009 7.2499317 3.6909292 8202.54804 280.700598 4 8
S_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 897 3.6650860 4889.715840 204.912572 16.1635021 1982-1999 –> 2000-2009 7.8861797 4.2210938 8420.32621 776.950450 5 14
S_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 897 3.6772343 4895.652444 41.909948 16.2899742 1982-1999 –> 2000-2009 7.9165180 4.2392837 8431.55185 156.317235 6 16
S_Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 897 4.1833760 5127.002452 197.080804 19.1975352 1982-1999 –> 2000-2009 7.9774918 3.7941158 8526.44208 578.681510 9 15
S_Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 897 3.7246732 4918.648269 79.471993 16.3705231 1982-1999 –> 2000-2009 7.9894010 4.2647278 8461.90805 249.234113 7 18
S_Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 897 4.2155897 5140.764071 33.876334 22.0097695 1982-1999 –> 2000-2009 8.0065412 3.7909515 8539.17744 94.668269 10 15
S_Pacific (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + silicate 897 4.2219612 5141.473503 21.887221 21.4017902 1982-1999 –> 2000-2009 8.0196743 3.7977131 8540.07877 82.198108 11 18
S_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 826 3.9143458 4612.485319 48.072121 23.8566710 2000-2009 –> 2010-2019 7.4497441 3.5353983 9437.57084 93.622114 1 3
S_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 826 3.9218478 4615.648405 17.015640 23.9317324 2000-2009 –> 2010-2019 7.4668697 3.5450219 9445.61069 35.091235 2 5
S_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 826 3.9333846 4620.500912 76.752473 24.0060882 2000-2009 –> 2010-2019 7.4923871 3.5590025 9457.52431 153.147904 3 7
S_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 826 4.0396162 4664.525737 33.359640 17.4779675 2000-2009 –> 2010-2019 7.5216237 3.4820075 9462.31200 64.800868 4 5
S_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 826 4.0623855 4673.811088 161.302170 17.5859271 2000-2009 –> 2010-2019 7.7274714 3.6650860 9563.52693 366.214742 5 10
S_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 826 4.0770535 4679.765219 35.453620 17.7871714 2000-2009 –> 2010-2019 7.7542879 3.6772343 9575.41766 77.363568 6 12
S_Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 826 4.1126304 4694.118256 95.061801 18.0134207 2000-2009 –> 2010-2019 7.8373036 3.7246732 9612.76652 174.533793 7 14
S_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 826 4.3224545 4774.322740 32.933528 20.7344036 2000-2009 –> 2010-2019 8.1131328 3.7906783 9722.48414 62.625443 8 16
S_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 826 4.4735652 4831.089194 76.682399 25.4599331 2000-2009 –> 2010-2019 8.7279135 4.2543483 9986.27214 152.829254 9 21
S_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 826 4.5099764 4844.480704 16.911890 25.0934045 2000-2009 –> 2010-2019 8.8167570 4.3067806 10021.63850 34.753428 10 23
S_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 721 3.6748946 3936.907637 23.423865 19.7387275 1982-1999 –> 2000-2009 7.3931074 3.7182127 6715.87546 51.567818 1 3
S_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 721 3.7039386 3948.259474 74.879299 19.3867545 1982-1999 –> 2000-2009 7.4275882 3.7236496 6728.70597 190.121151 5 8
S_Pacific (26.5,26.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 721 3.7242107 3956.130183 75.920610 19.0737207 1982-1999 –> 2000-2009 7.4382563 3.7140456 6733.96317 211.549468 7 8
S_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 721 3.7164506 3953.122368 559.941006 19.0179853 1982-1999 –> 2000-2009 7.4415122 3.7250616 6733.95254 1334.914576 6 10
S_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 721 3.7358360 3960.624433 48.219842 19.7616665 1982-1999 –> 2000-2009 7.4712614 3.7354254 6744.26629 110.154368 8 14
S_Pacific (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 721 3.7740417 3973.296610 16.842811 17.0945468 1982-1999 –> 2000-2009 7.4994253 3.7253836 6752.21428 42.971676 12 17
S_Pacific (26.5,26.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 721 3.7363574 3958.825689 42.483545 19.6285995 1982-1999 –> 2000-2009 7.5329428 3.7965854 6756.90280 103.966451 9 16
S_Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 721 3.6901283 3942.872874 292.507557 20.6054092 1982-1999 –> 2000-2009 7.6282358 3.9381075 6779.98734 682.033378 2 17
S_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 721 3.6953760 3944.922071 216.998699 20.5421457 1982-1999 –> 2000-2009 7.6314314 3.9360554 6781.50907 502.802904 3 17
S_Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 721 3.6977418 3943.844942 21.112584 20.4574818 1982-1999 –> 2000-2009 7.6359727 3.9382308 6778.99111 49.013623 4 20
S_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 735 3.5540755 3963.939271 52.977313 13.7697748 2000-2009 –> 2010-2019 7.2580142 3.7039386 7912.19874 127.856612 5 10
S_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 735 3.5456649 3960.456434 355.067010 14.0423649 2000-2009 –> 2010-2019 7.2621155 3.7164506 7913.57880 915.008017 3 9
S_Pacific (26.5,26.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 735 3.5452549 3960.286435 55.645885 14.0682328 2000-2009 –> 2010-2019 7.2694656 3.7242107 7916.41662 131.566495 2 9
S_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 735 3.5975888 3981.827476 20.326478 14.1379297 2000-2009 –> 2010-2019 7.2724834 3.6748946 7918.73511 43.750344 6 7
S_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 735 3.5436743 3959.630907 41.198602 14.2482107 2000-2009 –> 2010-2019 7.2795103 3.7358360 7920.25534 89.418444 1 9
S_Pacific (26.5,26.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 735 3.5458296 3958.524688 37.809993 14.0437557 2000-2009 –> 2010-2019 7.2821870 3.7363574 7917.35038 80.293537 4 13
S_Pacific (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 735 3.6373647 3995.991000 14.512151 14.4506596 2000-2009 –> 2010-2019 7.4114064 3.7740417 7969.28761 31.354962 7 19
S_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 735 3.7343996 4036.692603 197.180070 15.8793917 2000-2009 –> 2010-2019 7.4297756 3.6953760 7981.61467 414.178769 8 11
S_Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 735 3.7400975 4038.933808 266.855545 15.8885989 2000-2009 –> 2010-2019 7.4302258 3.6901283 7981.80668 559.363102 9 11
S_Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 735 3.7682131 4047.942982 17.327661 15.5878075 2000-2009 –> 2010-2019 7.4659549 3.6977418 7991.78792 38.440245 12 16
S_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1110 3.0174903 5615.868028 75.026892 10.6020243 1982-1999 –> 2000-2009 6.4414306 3.4239404 9440.18060 135.800346 7 8
S_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1110 2.9631089 5575.494155 111.132189 13.6694765 1982-1999 –> 2000-2009 6.4525041 3.4893952 9427.03724 212.542476 1 7
S_Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1110 2.9642739 5576.366814 195.845902 13.6787540 1982-1999 –> 2000-2009 6.4549923 3.4907184 9428.45511 367.565075 2 9
S_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1110 2.9670107 5578.415498 480.290706 13.6997807 1982-1999 –> 2000-2009 6.4612664 3.4942557 9431.96024 890.381746 3 11
S_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1110 3.0255275 5621.773293 48.553092 15.5598368 1982-1999 –> 2000-2009 6.4672411 3.4417136 9453.53101 81.687270 9 11
S_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1110 2.9977811 5601.320236 252.028800 12.1668917 1982-1999 –> 2000-2009 6.4862190 3.4884379 9452.46876 492.282106 4 9
S_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1110 3.0015492 5604.108957 57.652437 12.1495813 1982-1999 –> 2000-2009 6.4883092 3.4867600 9454.56564 126.155990 5 8
S_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1110 3.0016521 5604.185013 58.215962 12.1447282 1982-1999 –> 2000-2009 6.4884671 3.4868150 9454.66441 117.552125 6 10
S_Pacific (26.75,27] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 1110 3.0175716 5613.927884 54.120833 10.6928406 1982-1999 –> 2000-2009 6.5211935 3.5036219 9469.32194 111.581329 8 17
S_Pacific (26.75,27] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 1110 3.0862774 5663.907240 42.466152 14.7210089 1982-1999 –> 2000-2009 6.6448230 3.5585457 9541.66895 75.190090 10 20
S_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1137 3.4383901 6049.063870 105.212570 17.6091196 2000-2009 –> 2010-2019 6.4014990 2.9631089 11624.55803 216.344759 2 3
S_Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1137 3.4406287 6050.543935 145.010940 17.5829622 2000-2009 –> 2010-2019 6.4049026 2.9642739 11626.91075 340.856842 3 5
S_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1137 3.3882418 6015.653746 91.465249 13.8840952 2000-2009 –> 2010-2019 6.4057320 3.0174903 11631.52177 166.492141 1 8
S_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1137 3.4524850 6058.366568 494.472089 17.5956034 2000-2009 –> 2010-2019 6.4194956 2.9670107 11636.78207 974.762795 4 7
S_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1137 3.4756236 6073.556091 63.057032 16.1000068 2000-2009 –> 2010-2019 6.4771728 3.0015492 11677.66505 120.709469 5 10
S_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1137 3.4756737 6073.588857 63.005841 16.1095792 2000-2009 –> 2010-2019 6.4773257 3.0016521 11677.77387 121.221803 6 12
S_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1137 3.4831744 6078.491019 284.517505 16.1052048 2000-2009 –> 2010-2019 6.4809555 2.9977811 11679.81125 536.546304 8 12
S_Pacific (26.75,27] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 1137 3.4769690 6072.436188 55.388138 16.6026274 2000-2009 –> 2010-2019 6.4945406 3.0175716 11686.36407 109.508972 7 15
S_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1137 3.5355325 6112.418815 36.639413 17.7302964 2000-2009 –> 2010-2019 6.5610601 3.0255275 11734.19211 85.192505 9 18
S_Pacific (26.75,27] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 1137 3.5930052 6147.087112 85.286350 13.4079819 2000-2009 –> 2010-2019 6.7708137 3.1778085 11875.87644 156.545759 10 29
S_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2208 2.3674464 10085.793946 124.067243 12.1076517 1982-1999 –> 2000-2009 5.5443101 3.1768637 17551.36060 205.648244 1 2
S_Pacific (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2208 2.3692839 10089.220164 85.922308 12.0843871 1982-1999 –> 2000-2009 5.5528965 3.1836126 17560.92825 154.050393 2 4
S_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2208 2.3701595 10090.851779 44.918090 12.0537777 1982-1999 –> 2000-2009 5.5553998 3.1852403 17564.03919 75.862174 3 6
S_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2208 2.4550181 10246.192935 40.943494 12.5033929 1982-1999 –> 2000-2009 5.6616370 3.2066189 17738.73925 64.788264 4 8
S_Pacific (27,27.25] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 2208 2.5565389 10423.130190 34.598728 12.6281969 1982-1999 –> 2000-2009 5.8121071 3.2555682 17957.51990 57.957837 9 14
S_Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2208 2.5766974 10459.814086 141.954870 15.7990181 1982-1999 –> 2000-2009 5.8409719 3.2642745 18003.93281 222.736023 10 16
S_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2208 2.4659220 10265.763045 122.810154 13.7737709 1982-1999 –> 2000-2009 5.8918585 3.4259364 17949.76997 188.593446 5 14
S_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2208 2.4712991 10275.381821 57.762615 13.7512762 1982-1999 –> 2000-2009 5.9022891 3.4309901 17963.65455 86.060178 7 19
S_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2208 2.4710144 10274.873161 57.787362 13.7536219 1982-1999 –> 2000-2009 5.9024177 3.4314033 17963.49445 89.590965 6 19
S_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 2208 2.4834860 10295.105274 31.784694 13.5925927 1982-1999 –> 2000-2009 5.9515129 3.4680269 18012.45073 53.834002 8 31
S_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1557 2.8808444 7727.446402 85.404425 12.2749668 2000-2009 –> 2010-2019 5.2482908 2.3674464 17813.24035 209.471667 1 2
S_Pacific (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1557 2.8818995 7728.586745 61.774447 12.2625548 2000-2009 –> 2010-2019 5.2511835 2.3692839 17817.80691 147.696755 2 4
S_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1557 2.8825980 7729.341338 41.771977 12.2439811 2000-2009 –> 2010-2019 5.2527574 2.3701595 17820.19312 86.690067 3 6
S_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1557 2.9381948 7788.829434 29.421252 10.1594555 2000-2009 –> 2010-2019 5.3932130 2.4550181 18035.02237 70.364746 4 8
S_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1557 3.0658295 7921.245374 90.293184 11.1921963 2000-2009 –> 2010-2019 5.5317515 2.4659220 18187.00842 213.103338 7 12
S_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1557 3.0730577 7928.578462 40.347494 11.1843228 2000-2009 –> 2010-2019 5.5440721 2.4710144 18203.45162 98.134856 11 17
S_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1557 3.0731027 7928.624120 40.366439 11.1874667 2000-2009 –> 2010-2019 5.5444018 2.4712991 18204.00594 98.129054 12 19
S_Pacific (27,27.25] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 1557 3.0731948 7926.717458 27.719536 11.2015048 2000-2009 –> 2010-2019 5.5566808 2.4834860 18221.82273 59.504230 13 21
S_Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1557 3.0732178 7928.740759 91.833603 14.6395521 2000-2009 –> 2010-2019 5.6499152 2.5766974 18388.55484 233.788472 14 24
S_Pacific (27,27.25] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 1557 3.1062336 7960.016196 26.931369 9.3613903 2000-2009 –> 2010-2019 5.6627725 2.5565389 18383.14639 61.530097 15 24
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2589 2.1403907 11301.661465 16.282810 9.3436731 1982-1999 –> 2000-2009 4.3772947 2.2369040 19949.35105 27.222900 1 8
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2589 2.1417811 11305.024005 59.200590 9.3427117 1982-1999 –> 2000-2009 4.3813628 2.2395817 19957.35770 114.964368 2 11
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2589 2.1444527 11311.478971 41.608665 9.3610801 1982-1999 –> 2000-2009 4.3892165 2.2447638 19972.78479 67.592411 3 14
S_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2589 2.2594023 11581.853092 33.676716 10.0255868 1982-1999 –> 2000-2009 4.4490857 2.1896834 20146.71706 63.939012 6 7
S_Pacific (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2589 2.2618185 11587.387408 158.670529 10.0458968 1982-1999 –> 2000-2009 4.4534786 2.1916602 20155.75433 292.906234 7 10
S_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2589 2.2632314 11590.621093 41.954553 10.0879709 1982-1999 –> 2000-2009 4.4571135 2.1938820 20162.92150 72.224263 8 12
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2589 2.2800779 11629.021070 44.074159 10.7609626 1982-1999 –> 2000-2009 4.4714943 2.1914164 20196.95623 70.406440 9 11
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2589 2.2877386 11646.389251 76.531576 11.0430416 1982-1999 –> 2000-2009 4.4905447 2.2028061 20234.44838 178.907837 11 16
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2589 2.3557750 11798.135421 23.882719 11.0624071 1982-1999 –> 2000-2009 4.5877575 2.2319825 20437.27457 49.650774 18 24
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2589 2.2344204 11524.281855 44.646082 11.4423279 1982-1999 –> 2000-2009 4.6105897 2.3761693 20406.43208 73.222946 5 20
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2111 2.2640212 9454.734142 18.860215 8.1234212 2000-2009 –> 2010-2019 4.4044118 2.1403907 20756.39561 35.143026 2 3
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2111 2.2732680 9471.942703 49.411857 8.2465479 2000-2009 –> 2010-2019 4.4150490 2.1417811 20776.96671 108.612447 3 5
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2111 2.2741008 9473.489239 41.834500 8.2461393 2000-2009 –> 2010-2019 4.4185535 2.1444527 20784.96821 83.443165 4 7
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2111 2.2627505 9452.363940 36.853818 8.1363579 2000-2009 –> 2010-2019 4.4971709 2.2344204 20976.64580 81.499900 1 6
S_Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2111 2.2751346 9473.408132 12.250719 8.2088845 2000-2009 –> 2010-2019 4.6063631 2.3312285 21215.30714 18.382238 5 21
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2111 2.3616335 9632.949157 84.119624 9.9070720 2000-2009 –> 2010-2019 4.6493721 2.2877386 21279.33841 160.651200 6 17
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2111 2.4535334 9794.126741 20.213096 10.0779585 2000-2009 –> 2010-2019 4.6529039 2.1993705 21236.54077 37.999319 11 15
S_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2111 2.3882188 9680.211394 44.557440 9.6177155 2000-2009 –> 2010-2019 4.6682967 2.2800779 21309.23246 88.631598 7 16
S_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2111 2.4527966 9792.858713 27.624376 9.1198394 2000-2009 –> 2010-2019 4.7121989 2.2594023 21374.71181 61.301092 10 16
S_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2111 2.4601159 9805.438640 43.909346 9.2437640 2000-2009 –> 2010-2019 4.7233473 2.2632314 21396.05973 85.863899 13 21
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2305 1.9578066 9652.418871 61.749273 6.5566971 1982-1999 –> 2000-2009 3.3861293 1.4283227 15365.57908 142.549300 1 2
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2305 1.9600138 9657.613111 79.800639 6.5176625 1982-1999 –> 2000-2009 3.3899724 1.4299586 15374.44775 193.145123 2 4
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2305 1.9744786 9691.509852 21.054106 6.3898699 1982-1999 –> 2000-2009 3.4234480 1.4489693 15450.73908 41.606517 3 6
S_Pacific (27.5,27.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 2305 1.9770516 9695.513337 16.590507 6.3103054 1982-1999 –> 2000-2009 3.4313630 1.4543113 15464.55532 33.213858 5 9
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2305 1.9797077 9703.702370 24.929244 6.4399983 1982-1999 –> 2000-2009 3.4461375 1.4664298 15501.38176 62.993319 8 13
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2305 1.9769478 9697.271294 15.185104 6.9697158 1982-1999 –> 2000-2009 3.4754233 1.4984755 15564.34283 27.035670 4 12
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2305 1.9795090 9703.239674 43.294398 6.9649874 1982-1999 –> 2000-2009 3.4772366 1.4977276 15568.70878 92.061607 6 12
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2305 1.9796038 9703.460603 49.968333 6.9575587 1982-1999 –> 2000-2009 3.4773895 1.4977857 15569.05420 90.788064 7 14
S_Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2305 1.9818201 9706.618824 15.054048 6.7523866 1982-1999 –> 2000-2009 3.4806198 1.4987997 15572.38481 26.833958 10 19
S_Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2305 1.9799839 9702.345671 8.303765 6.8975496 1982-1999 –> 2000-2009 3.4965750 1.5165911 15605.99144 20.251014 9 19
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2729 2.1128811 11841.436785 92.848811 6.2956884 2000-2009 –> 2010-2019 4.0706877 1.9578066 21493.85566 154.598084 3 4
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2729 2.0963039 11798.445645 29.859758 6.3677450 2000-2009 –> 2010-2019 4.0760115 1.9797077 21502.14802 54.789002 1 9
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2729 2.1187803 11856.654524 78.046880 6.4511732 2000-2009 –> 2010-2019 4.0787941 1.9600138 21514.26763 157.847519 7 9
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2729 2.1096520 11833.089013 24.494922 7.0016315 2000-2009 –> 2010-2019 4.0865998 1.9769478 21530.36031 39.680026 2 6
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2729 2.1170516 11852.199423 44.303271 6.7098360 2000-2009 –> 2010-2019 4.0915302 1.9744786 21543.70928 65.357377 5 8
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2729 2.1135409 11843.140972 91.224137 7.0527270 2000-2009 –> 2010-2019 4.0931447 1.9796038 21546.60158 141.192470 4 11
S_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2729 2.1176938 11853.854808 45.945014 7.0213601 2000-2009 –> 2010-2019 4.0972027 1.9795090 21557.09448 89.239412 6 12
S_Pacific (27.5,27.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 2729 2.1204096 11858.849997 35.172812 6.5795837 2000-2009 –> 2010-2019 4.0974612 1.9770516 21554.36333 51.763319 8 13
S_Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2729 2.1271493 11876.170599 23.287063 7.0820724 2000-2009 –> 2010-2019 4.1089694 1.9818201 21582.78942 38.341110 9 19
S_Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2729 2.1763687 12001.022437 90.890983 7.7153479 2000-2009 –> 2010-2019 4.1705695 1.9942008 21736.35099 140.443839 10 22
S_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 929 1.1026698 2831.978151 34.091263 4.4492880 1982-1999 –> 2000-2009 2.4081660 1.3054963 5327.06621 73.783690 2 3
S_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 929 1.1224089 2864.944314 22.069136 4.3539288 1982-1999 –> 2000-2009 2.4407358 1.3183269 5374.42886 43.947988 6 8
S_Pacific (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 929 1.1020057 2830.858865 112.798631 4.4508157 1982-1999 –> 2000-2009 2.4531002 1.3510944 5376.48320 275.241323 1 9
S_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 929 1.1239834 2867.548952 125.323701 4.3755408 1982-1999 –> 2000-2009 2.4558688 1.3318854 5392.09510 285.239952 7 11
S_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 929 1.1246471 2868.645831 50.470713 4.3860389 1982-1999 –> 2000-2009 2.4633482 1.3387010 5400.70541 98.161510 8 14
S_Pacific (27.75,27.85] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 929 1.1029002 2832.366359 329.524068 4.4735237 1982-1999 –> 2000-2009 2.4653008 1.3624006 5390.25737 757.057799 3 12
S_Pacific (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 929 1.1030264 2832.578913 290.167907 4.4751035 1982-1999 –> 2000-2009 2.4675768 1.3645504 5392.79087 720.024522 4 14
S_Pacific (27.75,27.85] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 929 1.1040193 2832.250655 27.968514 4.4512761 1982-1999 –> 2000-2009 2.4696576 1.3656383 5391.63570 64.458333 5 16
S_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate 929 1.1539903 2914.501283 5.444607 4.4635551 1982-1999 –> 2000-2009 2.5383305 1.3843402 5493.90803 22.678894 13 26
S_Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 929 1.1364468 2886.038203 20.461192 4.3476576 1982-1999 –> 2000-2009 2.5527804 1.4163336 5499.07704 40.883145 10 27
S_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1171 1.4671182 4234.842824 59.148828 6.4746470 2000-2009 –> 2010-2019 2.5697880 1.1026698 7066.82097 93.240091 1 3
S_Pacific (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1171 1.5190621 4316.328117 147.123745 6.1623069 2000-2009 –> 2010-2019 2.6210678 1.1020057 7147.18698 259.922376 3 4
S_Pacific (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1171 1.5255660 4326.334069 390.300339 6.1898296 2000-2009 –> 2010-2019 2.6285924 1.1030264 7158.91298 680.468247 4 8
S_Pacific (27.75,27.85] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1171 1.5258281 4326.736321 376.408306 6.1865364 2000-2009 –> 2010-2019 2.6287283 1.1029002 7159.10268 705.932374 5 8
S_Pacific (27.75,27.85] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 1171 1.5258509 4324.771329 48.569054 6.1883632 2000-2009 –> 2010-2019 2.6298702 1.1040193 7157.02198 76.537569 6 11
S_Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1171 1.5386665 4346.359698 124.029888 7.7379383 2000-2009 –> 2010-2019 2.6749720 1.1363055 7234.16683 230.661847 7 16
S_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1171 1.5806998 4409.480159 28.428456 6.5193543 2000-2009 –> 2010-2019 2.7031087 1.1224089 7274.42447 50.497592 11 17
S_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1171 1.5839707 4414.321275 206.882183 6.5162020 2000-2009 –> 2010-2019 2.7079541 1.1239834 7281.87023 332.205883 12 19
S_Pacific (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1171 1.5447026 4355.529113 223.929581 8.6199032 2000-2009 –> 2010-2019 2.7097067 1.1650041 7289.67923 464.245446 8 22
S_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1171 1.5942053 4429.405110 59.598085 6.6163338 2000-2009 –> 2010-2019 2.7188524 1.1246471 7298.05094 110.068798 16 24
S_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1255 0.8403673 3139.006105 25.607168 3.2857661 1982-1999 –> 2000-2009 2.0772871 1.2369197 6151.81841 50.732659 2 3
S_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1255 0.8403641 3138.996380 247.726985 3.2878875 1982-1999 –> 2000-2009 2.0878640 1.2474999 6167.46348 529.434611 1 3
S_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1255 0.8403708 3139.016579 48.350914 3.2915807 1982-1999 –> 2000-2009 2.0951043 1.2547334 6178.11032 95.119280 3 7
S_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1255 0.9177258 3360.035609 44.545167 3.5951885 1982-1999 –> 2000-2009 2.1702432 1.2525174 6395.88030 102.242084 9 12
S_Pacific (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1255 0.8610242 3199.957793 40.823879 3.2183737 1982-1999 –> 2000-2009 2.2091432 1.3481190 6370.99628 103.211702 7 20
S_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1255 0.8444193 3151.079246 36.362239 3.8881115 1982-1999 –> 2000-2009 2.2102744 1.3658552 6346.14124 90.683142 4 20
S_Pacific (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1255 0.8604488 3198.279720 213.218169 3.2063610 1982-1999 –> 2000-2009 2.2119593 1.3515105 6373.93638 462.192092 6 20
S_Pacific (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1255 0.8571520 3188.644361 86.253481 3.1893857 1982-1999 –> 2000-2009 2.2148497 1.3576977 6372.69609 213.329182 5 20
S_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1255 0.9688732 3494.165605 2.424758 4.0064999 1982-1999 –> 2000-2009 2.2649931 1.2961199 6590.90614 17.384733 11 16
S_Pacific (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + silicate 1255 0.8723197 3230.671510 31.282246 3.5391499 1982-1999 –> 2000-2009 2.2771871 1.4048674 6475.49564 81.413719 8 25
S_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1349 1.0543430 3985.068551 33.314667 4.9748935 2000-2009 –> 2010-2019 1.8987623 0.8444193 7136.14780 69.676906 2 6
S_Pacific (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1349 1.0542704 3984.882654 255.870443 5.3449074 2000-2009 –> 2010-2019 1.9147192 0.8604488 7183.16237 469.088612 1 7
S_Pacific (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1349 1.0550935 3986.988262 36.523767 5.3543102 2000-2009 –> 2010-2019 1.9161177 0.8610242 7186.94606 77.347645 3 10
S_Pacific (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1349 1.0600358 3999.596773 74.862081 5.4085904 2000-2009 –> 2010-2019 1.9171878 0.8571520 7188.24113 161.115562 4 9
S_Pacific (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + silicate 1349 1.0622218 4003.154793 30.531937 5.3473675 2000-2009 –> 2010-2019 1.9345415 0.8723197 7233.82630 61.814183 5 13
S_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1349 1.2071608 4350.251800 23.821105 5.7678929 2000-2009 –> 2010-2019 2.0475282 0.8403673 7489.25791 49.428273 6 8
S_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1349 1.2078937 4351.889376 263.610576 5.7653321 2000-2009 –> 2010-2019 2.0482578 0.8403641 7490.88576 511.337561 7 8
S_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1349 1.2136150 4364.638515 46.960169 5.8171511 2000-2009 –> 2010-2019 2.0539859 0.8403708 7503.65509 95.311083 12 15
S_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 1349 1.2123429 4359.808914 10.135130 5.6629649 2000-2009 –> 2010-2019 2.1349274 0.9225845 7731.09813 12.547381 10 20
S_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1349 1.2402906 4423.298936 45.169460 6.1555687 2000-2009 –> 2010-2019 2.1580164 0.9177258 7783.33454 89.714627 14 23
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1793 1.0564831 5299.348507 18.463050 3.8483747 1982-1999 –> 2000-2009 2.5350626 1.4785794 10327.10475 42.635481 2 3
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1793 1.0639247 5324.518769 17.616545 3.8882553 1982-1999 –> 2000-2009 2.5428850 1.4789603 10352.98839 39.313701 6 8
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1793 1.0552785 5295.257326 37.558063 3.7063788 1982-1999 –> 2000-2009 2.5456324 1.4903539 10344.98477 87.232343 1 5
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1793 1.0567719 5300.328628 27.035902 3.8748373 1982-1999 –> 2000-2009 2.5496515 1.4928796 10354.74632 63.042769 3 8
S_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1793 1.0710700 5346.521717 14.174252 3.5429775 1982-1999 –> 2000-2009 2.5500839 1.4790139 10373.09177 32.538113 12 15
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1793 1.0568071 5300.448078 376.182555 3.8753197 1982-1999 –> 2000-2009 2.5522538 1.4954466 10359.62479 763.824099 4 12
S_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + silicate + phosphate 1793 1.0580617 5302.702615 14.292428 3.6871894 1982-1999 –> 2000-2009 2.5553399 1.4972782 10363.26986 35.015892 5 17
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1793 1.0640953 5325.093747 25.792507 3.9130431 1982-1999 –> 2000-2009 2.5573925 1.4932971 10380.28616 58.111416 7 13
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1793 1.0641361 5325.231089 404.449150 3.9165514 1982-1999 –> 2000-2009 2.5596419 1.4955058 10384.51742 842.280438 8 17
S_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1793 1.0709930 5346.263767 19.946381 3.5745516 1982-1999 –> 2000-2009 2.5643422 1.4933492 10399.55273 41.224815 11 18
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2508 1.4819210 9104.385358 53.237251 7.0705500 2000-2009 –> 2010-2019 2.5371996 1.0552785 14399.64268 90.795313 10 11
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2508 1.4754595 9082.466588 18.129367 7.0790982 2000-2009 –> 2010-2019 2.5393842 1.0639247 14406.98536 35.745911 7 13
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2508 1.4178827 8882.805872 43.294086 6.0064756 2000-2009 –> 2010-2019 2.5408123 1.1229296 14400.88394 74.004231 3 17
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2508 1.4783156 9092.166763 335.435195 7.0569812 2000-2009 –> 2010-2019 2.5424517 1.0641361 14417.39785 739.884345 8 16
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2508 1.4880331 9125.030815 20.244826 7.1593608 2000-2009 –> 2010-2019 2.5445162 1.0564831 14424.37932 38.707877 11 13
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2508 1.4816482 9103.461888 21.645262 7.0979378 2000-2009 –> 2010-2019 2.5457436 1.0640953 14428.55564 47.437769 9 16
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2508 1.4908973 9134.676636 395.712231 7.1280503 2000-2009 –> 2010-2019 2.5477045 1.0568071 14435.12471 771.894786 13 17
S_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2508 1.4943822 9146.387459 23.747366 7.1780412 2000-2009 –> 2010-2019 2.5511541 1.0567719 14446.71609 50.783268 15 18
S_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2508 1.4880351 9123.037509 18.124082 7.1616889 2000-2009 –> 2010-2019 2.5591051 1.0710700 14469.55923 32.298334 12 24
S_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 2508 1.4909263 9132.774099 333.520559 7.1371274 2000-2009 –> 2010-2019 2.5619118 1.0709855 14479.01283 695.657807 14 24
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1086 0.9029887 2874.292262 69.935575 3.8714756 1982-1999 –> 2000-2009 2.2718742 1.3688855 6579.44469 145.676802 3 4
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1086 0.9029149 2874.114648 90.972988 3.8696770 1982-1999 –> 2000-2009 2.2757920 1.3728772 6585.46915 189.873272 2 4
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1086 0.9028623 2873.988065 637.920892 3.8681918 1982-1999 –> 2000-2009 2.2871319 1.3842697 6602.94498 1130.860687 1 4
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1086 0.9618650 3011.484676 51.627122 3.9843776 1982-1999 –> 2000-2009 2.4028763 1.4410113 6826.00888 92.709972 24 29
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1086 0.9615768 3010.833777 67.101746 3.9818281 1982-1999 –> 2000-2009 2.4084661 1.4468893 6834.02878 120.789498 22 29
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1086 0.9616114 3010.911852 595.707380 3.9816918 1982-1999 –> 2000-2009 2.4154498 1.4538384 6844.31236 984.111687 23 32
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1086 0.9150447 2903.099160 119.789207 3.9370264 1982-1999 –> 2000-2009 2.4478392 1.5327946 6849.14544 217.835979 7 19
S_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1086 0.9153707 2901.872874 53.963955 3.9424120 1982-1999 –> 2000-2009 2.4518177 1.5364470 6850.98864 104.614574 8 21
S_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1086 1.0107323 3117.120869 42.111171 3.9227795 1982-1999 –> 2000-2009 2.4557596 1.4450273 6935.57308 72.258095 45 51
S_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1086 1.0101880 3115.950791 42.134277 3.9196347 1982-1999 –> 2000-2009 2.4613279 1.4511399 6943.39408 72.273593 43 51
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1680 1.3119821 5694.004788 161.081842 7.0815115 2000-2009 –> 2010-2019 2.2211948 0.9092127 8583.21644 324.098315 12 16
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1680 1.3114051 5692.526744 162.437515 6.9941349 2000-2009 –> 2010-2019 2.2262799 0.9148747 8595.22243 327.972487 7 13
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1680 1.3113711 5692.439562 139.018881 6.8747739 2000-2009 –> 2010-2019 2.2264158 0.9150447 8595.53872 258.808088 6 13
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1680 1.3114160 5692.554545 330.494919 7.0005837 2000-2009 –> 2010-2019 2.2287204 0.9173044 8601.01086 808.969829 9 19
S_Pacific (28.05,28.1] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 1680 1.3116200 5691.077221 135.936174 6.9676796 2000-2009 –> 2010-2019 2.2320834 0.9204634 8605.00070 251.191137 10 22
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1680 1.3323130 5745.673072 98.354834 7.4941248 2000-2009 –> 2010-2019 2.2353017 0.9029887 8619.96533 168.290409 31 34
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1680 1.3336008 5748.919289 98.441018 7.5361911 2000-2009 –> 2010-2019 2.2365157 0.9029149 8623.03394 189.414006 34 36
S_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1680 1.3337610 5749.322777 603.705960 7.5369935 2000-2009 –> 2010-2019 2.2366233 0.9028623 8623.31084 1241.626852 36 37
S_Pacific (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1680 1.3326290 5744.469889 52.605341 7.5835451 2000-2009 –> 2010-2019 2.2433493 0.9107203 8635.28020 122.226679 32 37
S_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1680 1.3339341 5747.758773 61.300428 7.5227326 2000-2009 –> 2010-2019 2.2493048 0.9153707 8649.63165 115.264384 38 46
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1350 1.2553065 4459.059414 44.594520 4.9104877 1982-1999 –> 2000-2009 2.7855210 1.5302145 9751.57890 58.442780 2 3
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1350 1.2552486 4458.934934 44.565945 4.9117968 1982-1999 –> 2000-2009 2.7859518 1.5307032 9752.36836 62.605000 1 3
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1350 1.2559362 4460.413426 45.170406 4.7927296 1982-1999 –> 2000-2009 2.7901611 1.5342249 9760.42389 77.464203 3 6
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1350 1.2561479 4460.868576 117.342491 4.9193671 1982-1999 –> 2000-2009 2.7953584 1.5392105 9770.16438 180.884641 4 8
S_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 1350 1.2662886 4480.577833 41.153659 4.3442449 1982-1999 –> 2000-2009 2.8079193 1.5416307 9792.37014 49.822240 21 26
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1350 1.3347203 4624.682834 138.757479 4.5182506 1982-1999 –> 2000-2009 2.8840151 1.5492948 9952.66804 233.432324 26 32
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1350 1.3349938 4625.235970 135.281153 4.5192324 1982-1999 –> 2000-2009 2.8843436 1.5493499 9953.32296 222.774030 27 34
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1350 1.3357050 4626.674081 268.095198 4.5227955 1982-1999 –> 2000-2009 2.8927302 1.5570251 9968.90404 413.961215 28 37
S_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1350 1.3638175 4680.910881 34.877825 4.4670302 1982-1999 –> 2000-2009 2.9131761 1.5493587 10007.01417 43.497455 31 39
S_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 1350 1.4103427 4771.482345 33.117677 4.4711758 1982-1999 –> 2000-2009 2.9755040 1.5651613 10126.62869 41.788422 39 49
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2252 1.5778398 8458.978485 284.405752 12.9452631 2000-2009 –> 2010-2019 2.8369653 1.2591256 12926.23971 572.460350 1 11
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2252 1.5834096 8474.849635 282.314325 12.8236288 2000-2009 –> 2010-2019 2.8401256 1.2567161 12936.93914 569.871124 6 13
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2252 1.5875938 8486.735948 247.102507 12.8483484 2000-2009 –> 2010-2019 2.8440036 1.2564098 12948.16744 522.630795 7 12
S_Pacific (28.1,28.2] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2252 1.5794870 8463.678059 268.242259 12.9376968 2000-2009 –> 2010-2019 2.8440833 1.2645963 12942.64499 552.243231 4 16
S_Pacific (28.1,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2252 1.5795546 8463.870916 266.261932 12.9312555 2000-2009 –> 2010-2019 2.8441721 1.2646175 12942.88306 549.022113 5 18
S_Pacific (28.1,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2252 1.5793348 8463.244044 268.562232 12.9554285 2000-2009 –> 2010-2019 2.8443673 1.2650325 12943.14213 552.803291 3 17
S_Pacific (28.1,28.2] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2252 1.5792768 8463.078566 267.272156 12.9639641 2000-2009 –> 2010-2019 2.8445049 1.2652281 12943.39417 584.826958 2 19
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2252 1.5911395 8496.783830 57.772869 13.1783200 2000-2009 –> 2010-2019 2.8470757 1.2559362 12957.19726 102.943275 8 11
S_Pacific (28.1,28.2] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 2252 1.5954148 8506.869743 18.966410 13.0843022 2000-2009 –> 2010-2019 2.8527017 1.2572868 12968.18522 50.706414 9 18
S_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2252 1.5997783 8521.171430 56.263619 13.1716941 2000-2009 –> 2010-2019 2.8550270 1.2552486 12980.10636 100.829564 11 12
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 966 0.5889840 1732.673072 106.599830 2.4021544 1982-1999 –> 2000-2009 1.8900094 1.3010254 4555.76544 245.556589 3 7
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 966 0.5889240 1732.476097 83.916603 2.4042809 1982-1999 –> 2000-2009 1.8940546 1.3051306 4560.82964 222.699167 2 9
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 966 0.5946267 1751.094152 87.841307 2.4215905 1982-1999 –> 2000-2009 1.8940548 1.2994281 4572.13495 226.921618 5 8
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 966 0.6044045 1782.604939 164.117501 2.4706623 1982-1999 –> 2000-2009 1.9057522 1.3013476 4606.11091 308.394590 6 11
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 966 0.7644319 2236.410846 5.574807 3.2052430 1982-1999 –> 2000-2009 2.0601198 1.2956879 5052.63791 12.390729 17 19
S_Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 966 0.7868628 2290.286145 5.425099 3.0679564 1982-1999 –> 2000-2009 2.0937016 1.3068388 5118.82405 8.539814 18 26
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 966 0.8720573 2490.898117 11.953235 3.4698157 1982-1999 –> 2000-2009 2.1873156 1.3152583 5332.16069 16.709756 20 31
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 966 0.8737971 2494.748797 6.297451 3.4834997 1982-1999 –> 2000-2009 2.1879763 1.3141792 5334.64065 11.669586 22 31
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 966 0.8715477 2489.768881 6.221618 3.4662490 1982-1999 –> 2000-2009 2.1900532 1.3185055 5335.14942 11.183537 19 33
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 966 0.8727424 2492.415293 7.161978 3.4745348 1982-1999 –> 2000-2009 2.1908478 1.3181054 5337.28898 11.276371 21 34
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1506 1.2587157 4980.879791 172.691389 13.3083540 2000-2009 –> 2010-2019 1.8476998 0.5889840 6713.55286 279.291219 1 4
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1506 1.2593858 4982.482837 146.896688 13.3142243 2000-2009 –> 2010-2019 1.8483098 0.5889240 6714.95893 230.813291 2 4
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1506 1.2611167 4986.619664 160.673123 13.3090777 2000-2009 –> 2010-2019 1.8557434 0.5946267 6737.71382 248.514429 3 8
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1506 1.2720530 5012.626723 283.720524 13.4019356 2000-2009 –> 2010-2019 1.8764575 0.6044045 6795.23166 447.838025 11 17
S_Pacific (28.2,28.3] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1506 1.2631692 4991.517813 176.901796 13.5550153 2000-2009 –> 2010-2019 1.8842137 0.6210444 6826.59377 264.632299 4 11
S_Pacific (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1506 1.2631893 4991.565746 177.031873 13.5447840 2000-2009 –> 2010-2019 1.8857123 0.6225230 6831.23593 261.300081 5 14
S_Pacific (28.2,28.3] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1506 1.2665121 4997.478343 151.799619 13.6757053 2000-2009 –> 2010-2019 1.8876217 0.6211096 6830.75687 236.122574 7 15
S_Pacific (28.2,28.3] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1506 1.2665950 4997.675511 141.763412 13.6668698 2000-2009 –> 2010-2019 1.8891797 0.6225846 6835.53692 218.673644 8 18
S_Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1506 1.3027270 5084.395760 170.833565 14.0442302 2000-2009 –> 2010-2019 1.8905746 0.5878476 6813.33734 249.384448 13 14
S_Pacific (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1506 1.3035693 5084.342379 137.975582 14.1118127 2000-2009 –> 2010-2019 1.8926512 0.5890819 6815.33653 211.278129 14 18
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 277 0.3388820 200.606773 316.053218 1.4355516 1982-1999 –> 2000-2009 1.0963282 0.7574461 805.71505 1162.519600 1 12
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 277 0.3393956 201.445782 326.333305 1.4360051 1982-1999 –> 2000-2009 1.0973577 0.7579620 806.90676 1224.539425 2 14
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 277 0.3398246 202.145498 322.821254 1.4369280 1982-1999 –> 2000-2009 1.1007472 0.7609227 809.62586 1205.423542 3 17
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 277 0.3398865 202.246431 520.496806 1.4376635 1982-1999 –> 2000-2009 1.1008213 0.7609348 809.73504 1347.271452 4 19
S_Pacific (28.3, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate 277 0.3449341 208.413316 322.729406 1.5508144 1982-1999 –> 2000-2009 1.1058690 0.7609349 813.90198 1056.123581 5 21
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 277 0.4155501 313.595672 10.466158 1.6271653 1982-1999 –> 2000-2009 1.1309246 0.7153745 889.10218 21.824158 9 10
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 277 0.4808700 394.476267 11.025517 1.8738467 1982-1999 –> 2000-2009 1.2068603 0.7259903 977.61316 22.838224 12 14
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 277 0.4809460 394.563807 4.982394 1.8736217 1982-1999 –> 2000-2009 1.2084020 0.7274560 978.74543 13.851403 13 16
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 277 0.4809790 394.601833 30.367284 1.8735652 1982-1999 –> 2000-2009 1.2086245 0.7276455 978.91840 68.232033 15 19
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 277 0.4809772 394.599779 131.448591 1.8737682 1982-1999 –> 2000-2009 1.2090007 0.7280235 979.18535 226.586791 14 19
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 828 0.4526655 1051.213631 6.079250 3.3144521 2000-2009 –> 2010-2019 0.8682156 0.4155501 1364.80930 16.545408 1 5
S_Pacific (28.3, Inf] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 828 0.5303102 1313.372698 934.068074 2.6866425 2000-2009 –> 2010-2019 0.9071719 0.3768617 1572.82882 1629.301784 11 12
S_Pacific (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 828 0.5319701 1318.547920 692.633838 2.6804219 2000-2009 –> 2010-2019 0.9124035 0.3804334 1583.22985 1280.452665 12 14
S_Pacific (28.3, Inf] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 828 0.5349143 1327.687991 677.567815 2.6922509 2000-2009 –> 2010-2019 0.9196267 0.3847124 1598.56635 1249.123718 13 16
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 828 0.4745794 1129.501805 31.101591 3.3158688 2000-2009 –> 2010-2019 0.9555584 0.4809790 1524.10364 61.468875 2 12
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 828 0.4746055 1129.592861 128.562262 3.3166815 2000-2009 –> 2010-2019 0.9555827 0.4809772 1524.19264 260.010853 3 12
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 828 0.4746932 1129.898744 5.866308 3.3193707 2000-2009 –> 2010-2019 0.9556392 0.4809460 1524.46255 10.848702 4 12
S_Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 828 0.4748789 1130.546447 6.322468 3.3247049 2000-2009 –> 2010-2019 0.9557489 0.4808700 1525.02271 17.347984 5 12
S_Pacific (28.3, Inf] 4 cstar_tref ~ sal + aou + silicate + phosphate 828 0.4767849 1135.179960 14.539501 3.3214574 2000-2009 –> 2010-2019 0.9578281 0.4810432 1527.85571 32.202689 6 17
S_Pacific (28.3, Inf] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 828 0.5440269 1353.661348 565.399057 2.6336569 2000-2009 –> 2010-2019 0.9625832 0.4185563 1669.25038 1110.590197 14 19

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
Indian (-Inf,26] 1982-1999 –> 2000-2009 6.3584477 6848.5862
Indian (-Inf,26] 2000-2009 –> 2010-2019 5.2736224 4240.0439
Indian (26,26.5] 1982-1999 –> 2000-2009 5.4973645 9394.6022
Indian (26,26.5] 2000-2009 –> 2010-2019 5.3929770 5754.6545
Indian (26.5,26.75] 1982-1999 –> 2000-2009 5.2275352 9089.3591
Indian (26.5,26.75] 2000-2009 –> 2010-2019 5.4270537 6289.5764
Indian (26.75,27] 1982-1999 –> 2000-2009 6.0420420 10349.1025
Indian (26.75,27] 2000-2009 –> 2010-2019 5.4644727 6360.2995
Indian (27,27.25] 1982-1999 –> 2000-2009 4.8572807 9315.6328
Indian (27,27.25] 2000-2009 –> 2010-2019 4.7119917 5751.9540
Indian (27.25,27.5] 1982-1999 –> 2000-2009 4.3883021 15517.8307
Indian (27.25,27.5] 2000-2009 –> 2010-2019 4.4041383 10068.0269
Indian (27.5,27.75] 1982-1999 –> 2000-2009 3.4901518 13362.1219
Indian (27.5,27.75] 2000-2009 –> 2010-2019 3.7427514 10229.5706
Indian (27.75,27.85] 1982-1999 –> 2000-2009 2.7939466 5827.9461
Indian (27.75,27.85] 2000-2009 –> 2010-2019 3.3916974 4540.9546
Indian (27.85,27.95] 1982-1999 –> 2000-2009 2.5862008 8676.9318
Indian (27.85,27.95] 2000-2009 –> 2010-2019 2.8802306 6711.9508
Indian (27.95,28.05] 1982-1999 –> 2000-2009 2.7009055 14894.3876
Indian (27.95,28.05] 2000-2009 –> 2010-2019 3.0825286 11158.2620
Indian (28.05,28.1] 1982-1999 –> 2000-2009 1.6924655 5731.2168
Indian (28.05,28.1] 2000-2009 –> 2010-2019 2.1893279 5264.8099
Indian (28.1,28.2] 1982-1999 –> 2000-2009 2.0967621 11868.0211
Indian (28.1,28.2] 2000-2009 –> 2010-2019 2.1150408 8354.6208
Indian (28.2,28.3] 1982-1999 –> 2000-2009 1.6843118 5660.2165
Indian (28.2,28.3] 2000-2009 –> 2010-2019 1.4282413 3837.8793
Indian (28.3, Inf] 1982-1999 –> 2000-2009 1.0306570 1129.9771
Indian (28.3, Inf] 2000-2009 –> 2010-2019 0.8706722 759.9600
N_Atlantic (-Inf,26] 1982-1999 –> 2000-2009 4.0939475 2270.3856
N_Atlantic (-Inf,26] 2000-2009 –> 2010-2019 4.1256844 2369.9791
N_Atlantic (26,26.5] 1982-1999 –> 2000-2009 9.1380478 1728.6151
N_Atlantic (26,26.5] 2000-2009 –> 2010-2019 8.7715733 1846.6249
N_Atlantic (26.5,26.75] 1982-1999 –> 2000-2009 9.1092378 2060.9598
N_Atlantic (26.5,26.75] 2000-2009 –> 2010-2019 10.3112464 1692.1279
N_Atlantic (26.75,27] 1982-1999 –> 2000-2009 8.7413570 5105.5893
N_Atlantic (26.75,27] 2000-2009 –> 2010-2019 8.7437746 4316.0650
N_Atlantic (27,27.25] 1982-1999 –> 2000-2009 6.7933068 8561.7153
N_Atlantic (27,27.25] 2000-2009 –> 2010-2019 7.3965472 7457.1488
N_Atlantic (27.25,27.5] 1982-1999 –> 2000-2009 6.6783180 13744.4824
N_Atlantic (27.25,27.5] 2000-2009 –> 2010-2019 7.5692076 13121.5526
N_Atlantic (27.5,27.75] 1982-1999 –> 2000-2009 8.5751370 28101.9176
N_Atlantic (27.5,27.75] 2000-2009 –> 2010-2019 9.9186190 29358.2425
N_Atlantic (27.75,27.85] 1982-1999 –> 2000-2009 5.6823536 10298.7633
N_Atlantic (27.75,27.85] 2000-2009 –> 2010-2019 6.8299816 12041.4530
N_Atlantic (27.85,27.95] 1982-1999 –> 2000-2009 5.3933041 21345.0697
N_Atlantic (27.85,27.95] 2000-2009 –> 2010-2019 6.4765004 27099.0793
N_Atlantic (27.95,28.05] 1982-1999 –> 2000-2009 6.1710916 29490.3993
N_Atlantic (27.95,28.05] 2000-2009 –> 2010-2019 5.9098679 28459.1850
N_Atlantic (28.05,28.1] 1982-1999 –> 2000-2009 6.9845575 5952.2095
N_Atlantic (28.05,28.1] 2000-2009 –> 2010-2019 7.1536461 6863.4626
N_Atlantic (28.1,28.15] 1982-1999 –> 2000-2009 8.0580196 5385.1625
N_Atlantic (28.1,28.15] 2000-2009 –> 2010-2019 7.1823694 6438.2924
N_Atlantic (28.15,28.2] 1982-1999 –> 2000-2009 4.7717620 2406.8630
N_Atlantic (28.15,28.2] 2000-2009 –> 2010-2019 3.6269143 2535.0242
N_Atlantic (28.2, Inf] 1982-1999 –> 2000-2009 4.2675478 1062.6757
N_Atlantic (28.2, Inf] 2000-2009 –> 2010-2019 3.0727912 1009.0924
N_Pacific (-Inf,26] 1982-1999 –> 2000-2009 16.2673122 21706.8181
N_Pacific (-Inf,26] 2000-2009 –> 2010-2019 15.0928650 41974.3717
N_Pacific (26,26.5] 1982-1999 –> 2000-2009 8.0294881 9503.8916
N_Pacific (26,26.5] 2000-2009 –> 2010-2019 8.1131428 13923.4361
N_Pacific (26.5,26.75] 1982-1999 –> 2000-2009 7.0030085 7689.1098
N_Pacific (26.5,26.75] 2000-2009 –> 2010-2019 7.5170650 12999.1716
N_Pacific (26.75,27] 1982-1999 –> 2000-2009 5.7738583 10010.5740
N_Pacific (26.75,27] 2000-2009 –> 2010-2019 5.8911302 17708.0476
N_Pacific (27,27.25] 1982-1999 –> 2000-2009 2.9842492 13385.4314
N_Pacific (27,27.25] 2000-2009 –> 2010-2019 3.6858404 27008.8947
N_Pacific (27.25,27.5] 1982-1999 –> 2000-2009 2.2553003 14187.1472
N_Pacific (27.25,27.5] 2000-2009 –> 2010-2019 2.6256299 26431.5520
N_Pacific (27.5,27.75] 1982-1999 –> 2000-2009 1.6496830 10431.5225
N_Pacific (27.5,27.75] 2000-2009 –> 2010-2019 1.7790875 19634.7221
N_Pacific (27.75,27.85] 1982-1999 –> 2000-2009 0.6155416 836.9050
N_Pacific (27.75,27.85] 2000-2009 –> 2010-2019 0.6326265 1903.6270
N_Pacific (27.85,27.95] 1982-1999 –> 2000-2009 0.6560368 520.7511
N_Pacific (27.85,27.95] 2000-2009 –> 2010-2019 0.4489087 -601.0511
N_Pacific (27.95,28.05] 1982-1999 –> 2000-2009 0.4986770 134.1701
N_Pacific (27.95,28.05] 2000-2009 –> 2010-2019 0.4727230 -318.7065
N_Pacific (28.05,28.1] 1982-1999 –> 2000-2009 0.4908250 -1.0336
N_Pacific (28.05,28.1] 2000-2009 –> 2010-2019 0.4941742 237.7163
N_Pacific (28.1,28.2] 1982-1999 –> 2000-2009 1.4177330 8248.4001
N_Pacific (28.1,28.2] 2000-2009 –> 2010-2019 1.2610604 13867.2896
N_Pacific (28.2,28.3] 1982-1999 –> 2000-2009 0.4974296 -329.5702
N_Pacific (28.2,28.3] 2000-2009 –> 2010-2019 0.4057508 -1021.8678
S_Atlantic (-Inf,26] 1982-1999 –> 2000-2009 2.5181819 778.7821
S_Atlantic (-Inf,26] 2000-2009 –> 2010-2019 2.6870097 915.7719
S_Atlantic (26,26.5] 1982-1999 –> 2000-2009 3.1167149 1190.4332
S_Atlantic (26,26.5] 2000-2009 –> 2010-2019 3.1406261 1363.7748
S_Atlantic (26.5,26.75] 1982-1999 –> 2000-2009 2.5961299 801.2291
S_Atlantic (26.5,26.75] 2000-2009 –> 2010-2019 2.9976895 854.6158
S_Atlantic (26.75,27] 1982-1999 –> 2000-2009 2.6528552 1114.8259
S_Atlantic (26.75,27] 2000-2009 –> 2010-2019 2.6762830 1019.3868
S_Atlantic (27,27.25] 1982-1999 –> 2000-2009 2.6845366 2042.2326
S_Atlantic (27,27.25] 2000-2009 –> 2010-2019 2.7256464 2013.8446
S_Atlantic (27.25,27.5] 1982-1999 –> 2000-2009 2.5484820 6158.5104
S_Atlantic (27.25,27.5] 2000-2009 –> 2010-2019 3.2182560 6547.1155
S_Atlantic (27.5,27.75] 1982-1999 –> 2000-2009 3.5587968 6599.8928
S_Atlantic (27.5,27.75] 2000-2009 –> 2010-2019 4.2136316 8043.4443
S_Atlantic (27.75,27.85] 1982-1999 –> 2000-2009 2.5897741 1832.9733
S_Atlantic (27.75,27.85] 2000-2009 –> 2010-2019 3.2218217 2604.1462
S_Atlantic (27.85,27.95] 1982-1999 –> 2000-2009 3.4601341 4022.6920
S_Atlantic (27.85,27.95] 2000-2009 –> 2010-2019 3.6418667 4830.8383
S_Atlantic (27.95,28.05] 1982-1999 –> 2000-2009 4.2238140 11314.6702
S_Atlantic (27.95,28.05] 2000-2009 –> 2010-2019 4.1327097 11930.8328
S_Atlantic (28.05,28.1] 1982-1999 –> 2000-2009 1.8757526 2290.1613
S_Atlantic (28.05,28.1] 2000-2009 –> 2010-2019 2.1990930 2737.3663
S_Atlantic (28.1,28.15] 1982-1999 –> 2000-2009 1.7106492 1971.6399
S_Atlantic (28.1,28.15] 2000-2009 –> 2010-2019 2.0838076 2655.1703
S_Atlantic (28.15,28.2] 1982-1999 –> 2000-2009 1.9488393 1970.4475
S_Atlantic (28.15,28.2] 2000-2009 –> 2010-2019 2.6559963 3374.6265
S_Atlantic (28.2, Inf] 1982-1999 –> 2000-2009 2.5255916 6489.9253
S_Atlantic (28.2, Inf] 2000-2009 –> 2010-2019 2.5190360 8146.4336
S_Pacific (-Inf,26] 1982-1999 –> 2000-2009 18.9697012 13975.3055
S_Pacific (-Inf,26] 2000-2009 –> 2010-2019 18.1613298 15465.6474
S_Pacific (26,26.5] 1982-1999 –> 2000-2009 7.6561852 8363.1398
S_Pacific (26,26.5] 2000-2009 –> 2010-2019 7.8907491 9628.5124
S_Pacific (26.5,26.75] 1982-1999 –> 2000-2009 7.5099733 6750.6368
S_Pacific (26.5,26.75] 2000-2009 –> 2010-2019 7.3361139 7942.3032
S_Pacific (26.75,27] 1982-1999 –> 2000-2009 6.4906446 9455.3854
S_Pacific (26.75,27] 2000-2009 –> 2010-2019 6.4893498 11685.1455
S_Pacific (27,27.25] 1982-1999 –> 2000-2009 5.7615401 17826.5890
S_Pacific (27,27.25] 2000-2009 –> 2010-2019 5.4635038 18107.4253
S_Pacific (27.25,27.5] 1982-1999 –> 2000-2009 4.4667938 20161.9998
S_Pacific (27.25,27.5] 2000-2009 –> 2010-2019 4.5747667 21110.6167
S_Pacific (27.5,27.75] 1982-1999 –> 2000-2009 3.4484294 15503.7185
S_Pacific (27.5,27.75] 2000-2009 –> 2010-2019 4.0970971 21556.1541
S_Pacific (27.75,27.85] 1982-1999 –> 2000-2009 2.4714865 5403.8448
S_Pacific (27.75,27.85] 2000-2009 –> 2010-2019 2.6592641 7206.7237
S_Pacific (27.85,27.95] 1982-1999 –> 2000-2009 2.1818905 6342.3444
S_Pacific (27.85,27.95] 2000-2009 –> 2010-2019 2.0024044 7392.6555
S_Pacific (27.95,28.05] 1982-1999 –> 2000-2009 2.5512285 10364.0167
S_Pacific (27.95,28.05] 2000-2009 –> 2010-2019 2.5469983 14430.8258
S_Pacific (28.05,28.1] 1982-1999 –> 2000-2009 2.3878335 6785.1310
S_Pacific (28.05,28.1] 2000-2009 –> 2010-2019 2.2335789 8613.1211
S_Pacific (28.1,28.2] 1982-1999 –> 2000-2009 2.8514681 9883.5444
S_Pacific (28.1,28.2] 2000-2009 –> 2010-2019 2.8453026 12948.8899
S_Pacific (28.2,28.3] 1982-1999 –> 2000-2009 2.0493885 4980.5543
S_Pacific (28.2,28.3] 2000-2009 –> 2010-2019 1.8758164 6791.4255
S_Pacific (28.3, Inf] 1982-1999 –> 2000-2009 1.1464935 884.9449
S_Pacific (28.3, Inf] 2000-2009 –> 2010-2019 0.9350358 1541.4322

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
2db9235 Donghe-Zhu 2021-08-19
27c801d Donghe-Zhu 2021-08-19
2e8d815 Donghe-Zhu 2021-08-19
d98dd99 Donghe-Zhu 2021-08-18
b5955e0 Donghe-Zhu 2021-08-18
cceae84 Donghe-Zhu 2021-08-18
1cdb694 Donghe-Zhu 2021-08-18
9b7a798 Donghe-Zhu 2021-08-06
90f70da Donghe-Zhu 2021-08-06
496fa02 Donghe-Zhu 2021-08-05
19ecfe2 Donghe-Zhu 2021-08-05
3253031 Donghe-Zhu 2021-08-05
6c70952 Donghe-Zhu 2021-08-01
2666bd7 Donghe-Zhu 2021-08-01
e51cfa2 Donghe-Zhu 2021-08-01
78cbc18 Donghe-Zhu 2021-08-01
c55d4d7 Donghe-Zhu 2021-08-01
26741db Donghe-Zhu 2021-08-01
ca539b5 Donghe-Zhu 2021-08-01
1e98138 Donghe-Zhu 2021-08-01
777b9e9 Donghe-Zhu 2021-08-01
b110c47 Donghe-Zhu 2021-08-01
3611a48 Donghe-Zhu 2021-08-01
af832ef Donghe-Zhu 2021-07-31
016f9ed Donghe-Zhu 2021-07-31
2080ac5 Donghe-Zhu 2021-07-31
50f0a16 Donghe-Zhu 2021-07-31
1682579 Donghe-Zhu 2021-07-31
9fa8832 Donghe-Zhu 2021-07-31
4abf542 Donghe-Zhu 2021-07-31
a2483f0 Donghe-Zhu 2021-07-31
3300527 Donghe-Zhu 2021-07-31
afeb6fd Donghe-Zhu 2021-07-31
cb3ef32 Donghe-Zhu 2021-07-31
6528618 Donghe-Zhu 2021-07-31
f50925e Donghe-Zhu 2021-07-31
f4de2f3 Donghe-Zhu 2021-07-30
43bc7b4 Donghe-Zhu 2021-07-30
f8c34a8 Donghe-Zhu 2021-07-30
4f897c4 Donghe-Zhu 2021-07-30
0f6e960 Donghe-Zhu 2021-07-30
fe067ea Donghe-Zhu 2021-07-30
fbca39a Donghe-Zhu 2021-07-30
f945f95 Donghe-Zhu 2021-07-30
a3006cd Donghe-Zhu 2021-07-30
a55ffdc Donghe-Zhu 2021-07-30
d5e4458 Donghe-Zhu 2021-07-30
10a97ef Donghe-Zhu 2021-07-30
1c501fd Donghe-Zhu 2021-07-30
68bce3f Donghe-Zhu 2021-07-30
400c457 Donghe-Zhu 2021-07-29
3ba7852 Donghe-Zhu 2021-07-29
ec68363 Donghe-Zhu 2021-07-28
d3018f6 Donghe-Zhu 2021-07-28
b8ba2c4 Donghe-Zhu 2021-07-28
a4ddd84 Donghe-Zhu 2021-07-27
7ef49ab Donghe-Zhu 2021-07-27
da818c0 Donghe-Zhu 2021-07-27
8623898 Donghe-Zhu 2021-07-27
f84b77c Donghe-Zhu 2021-07-27
70ad9a5 Donghe-Zhu 2021-07-27
0d0b48d Donghe-Zhu 2021-07-27
d0d97c6 Donghe-Zhu 2021-07-27
829510d Donghe-Zhu 2021-07-27
780627d Donghe-Zhu 2021-07-27
e9838c9 Donghe-Zhu 2021-07-27
2777f33 Donghe-Zhu 2021-07-27
d19760f Donghe-Zhu 2021-07-27
cac5680 Donghe-Zhu 2021-07-23
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
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
2db9235 Donghe-Zhu 2021-08-19
27c801d Donghe-Zhu 2021-08-19
2e8d815 Donghe-Zhu 2021-08-19
d98dd99 Donghe-Zhu 2021-08-18
b5955e0 Donghe-Zhu 2021-08-18
cceae84 Donghe-Zhu 2021-08-18
1cdb694 Donghe-Zhu 2021-08-18
9b7a798 Donghe-Zhu 2021-08-06
90f70da Donghe-Zhu 2021-08-06
496fa02 Donghe-Zhu 2021-08-05
19ecfe2 Donghe-Zhu 2021-08-05
3253031 Donghe-Zhu 2021-08-05
6c70952 Donghe-Zhu 2021-08-01
2666bd7 Donghe-Zhu 2021-08-01
e51cfa2 Donghe-Zhu 2021-08-01
78cbc18 Donghe-Zhu 2021-08-01
c55d4d7 Donghe-Zhu 2021-08-01
26741db Donghe-Zhu 2021-08-01
ca539b5 Donghe-Zhu 2021-08-01
1e98138 Donghe-Zhu 2021-08-01
777b9e9 Donghe-Zhu 2021-08-01
b110c47 Donghe-Zhu 2021-08-01
3611a48 Donghe-Zhu 2021-08-01
af832ef Donghe-Zhu 2021-07-31
016f9ed Donghe-Zhu 2021-07-31
2080ac5 Donghe-Zhu 2021-07-31
50f0a16 Donghe-Zhu 2021-07-31
1682579 Donghe-Zhu 2021-07-31
9fa8832 Donghe-Zhu 2021-07-31
4abf542 Donghe-Zhu 2021-07-31
a2483f0 Donghe-Zhu 2021-07-31
3300527 Donghe-Zhu 2021-07-31
afeb6fd Donghe-Zhu 2021-07-31
cb3ef32 Donghe-Zhu 2021-07-31
6528618 Donghe-Zhu 2021-07-31
f50925e Donghe-Zhu 2021-07-31
f4de2f3 Donghe-Zhu 2021-07-30
43bc7b4 Donghe-Zhu 2021-07-30
f8c34a8 Donghe-Zhu 2021-07-30
4f897c4 Donghe-Zhu 2021-07-30
0f6e960 Donghe-Zhu 2021-07-30
fe067ea Donghe-Zhu 2021-07-30
fbca39a Donghe-Zhu 2021-07-30
f945f95 Donghe-Zhu 2021-07-30
a3006cd Donghe-Zhu 2021-07-30
a55ffdc Donghe-Zhu 2021-07-30
d5e4458 Donghe-Zhu 2021-07-30
10a97ef Donghe-Zhu 2021-07-30
1c501fd Donghe-Zhu 2021-07-30
68bce3f Donghe-Zhu 2021-07-30
400c457 Donghe-Zhu 2021-07-29
3ba7852 Donghe-Zhu 2021-07-29
ec68363 Donghe-Zhu 2021-07-28
d3018f6 Donghe-Zhu 2021-07-28
b8ba2c4 Donghe-Zhu 2021-07-28
a4ddd84 Donghe-Zhu 2021-07-27
7ef49ab Donghe-Zhu 2021-07-27
da818c0 Donghe-Zhu 2021-07-27
8623898 Donghe-Zhu 2021-07-27
f84b77c Donghe-Zhu 2021-07-27
70ad9a5 Donghe-Zhu 2021-07-27
0d0b48d Donghe-Zhu 2021-07-27
d0d97c6 Donghe-Zhu 2021-07-27
829510d Donghe-Zhu 2021-07-27
780627d Donghe-Zhu 2021-07-27
e9838c9 Donghe-Zhu 2021-07-27
2777f33 Donghe-Zhu 2021-07-27
d19760f Donghe-Zhu 2021-07-27
cac5680 Donghe-Zhu 2021-07-23
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
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 phosphate phosphate_star sal silicate temp
Indian - 1982-1999 --> 2000-2009
(-Inf,26] 7 4 6 6 10 4 10
(26,26.5] 6 4 6 7 10 4 10
(26.5,26.75] 7 10 7 6 4 4 9
(26.75,27] 7 10 7 6 6 7 6
(27,27.25] 7 10 7 6 6 5 7
(27.25,27.5] 8 8 7 6 10 5 4
(27.5,27.75] 9 5 9 4 10 4 5
(27.75,27.85] 9 2 8 7 8 5 6
(27.85,27.95] 7 9 3 5 8 6 9
(27.95,28.05] 8 5 4 8 10 6 6
(28.05,28.1] 7 4 4 7 10 6 8
(28.1,28.2] 6 3 4 8 10 6 8
(28.2,28.3] 8 10 7 7 5 5 7
(28.3, Inf] 8 7 6 6 5 10 6
total 104.00 91.00 85.00 89.00 112.00 77.00 101.00
Indian - 2000-2009 --> 2010-2019
(-Inf,26] 6 4 6 7 10 4 10
(26,26.5] 5 5 5 7 10 5 10
(26.5,26.75] 5 10 5 7 6 6 9
(26.75,27] 7 10 7 6 6 7 6
(27,27.25] 8 10 6 6 6 5 7
(27.25,27.5] 9 7 6 6 10 5 5
(27.5,27.75] 9 5 9 4 10 4 5
(27.75,27.85] 8 5 7 5 6 6 10
(27.85,27.95] 6 10 4 4 7 6 9
(27.95,28.05] 8 7 5 8 6 7 4
(28.05,28.1] 4 3 3 4 10 10 10
(28.1,28.2] 4 2 4 8 10 5 10
(28.2,28.3] 8 10 7 7 5 5 7
(28.3, Inf] 8 4 5 6 5 10 9
total 95.00 92.00 79.00 85.00 107.00 85.00 111.00
N_Atlantic - 1982-1999 --> 2000-2009
(-Inf,26] 6 4 4 7 10 8 6
(26,26.5] 6 8 7 7 5 10 5
(26.5,26.75] 4 10 7 6 4 10 4
(26.75,27] 5 10 5 6 4 10 6
(27,27.25] 6 10 5 6 4 5 10
(27.25,27.5] 9 10 4 5 5 8 7
(27.5,27.75] 8 10 4 5 5 10 5
(27.75,27.85] 8 10 5 6 5 10 4
(27.85,27.95] 9 10 4 5 4 10 5
(27.95,28.05] 7 5 6 8 10 5 8
(28.05,28.1] 9 6 4 4 6 9 6
(28.1,28.15] 8 4 5 5 9 7 8
(28.15,28.2] 8 6 3 7 9 8 6
(28.2, Inf] 6 6 4 6 10 5 8
total 99.00 109.00 67.00 83.00 90.00 115.00 88.00
N_Atlantic - 2000-2009 --> 2010-2019
(-Inf,26] 5 4 4 7 10 9 6
(26,26.5] 7 7 7 6 6 10 6
(26.5,26.75] 4 10 7 6 4 10 4
(26.75,27] 5 10 5 6 4 10 6
(27,27.25] 7 10 4 7 4 5 9
(27.25,27.5] 9 10 4 4 4 10 5
(27.5,27.75] 8 9 4 6 5 10 6
(27.75,27.85] 7 10 6 6 5 10 5
(27.85,27.95] 9 10 4 5 4 10 5
(27.95,28.05] 7 6 7 7 10 5 7
(28.05,28.1] 8 5 4 5 8 10 6
(28.1,28.15] 5 5 3 7 9 9 7
(28.15,28.2] 5 8 5 6 9 5 7
(28.2, Inf] 6 5 5 6 10 6 8
total 92.00 109.00 69.00 84.00 92.00 119.00 87.00
N_Pacific - 1982-1999 --> 2000-2009
(-Inf,26] 7 10 5 6 4 5 10
(26,26.5] 8 10 5 5 6 7 8
(26.5,26.75] 7 10 7 6 4 4 9
(26.75,27] 7 10 7 6 7 6 6
(27,27.25] 6 4 7 6 10 4 10
(27.25,27.5] 6 10 7 6 10 4 4
(27.5,27.75] 5 9 7 5 10 6 6
(27.75,27.85] 5 5 7 5 10 5 10
(27.85,27.95] 4 5 8 5 10 5 10
(27.95,28.05] 4 4 8 5 10 5 10
(28.05,28.1] 3 4 7 6 10 4 10
(28.1,28.2] 6 4 7 6 10 4 10
(28.2,28.3] 3 5 4 9 10 6 6
total 71.00 90.00 86.00 76.00 111.00 65.00 109.00
N_Pacific - 2000-2009 --> 2010-2019
(-Inf,26] 6 10 6 6 4 7 9
(26,26.5] 9 10 4 4 4 10 5
(26.5,26.75] 7 10 7 6 4 4 9
(26.75,27] 8 10 6 6 5 7 6
(27,27.25] 5 7 8 5 10 6 8
(27.25,27.5] 6 10 7 6 10 4 4
(27.5,27.75] 5 9 7 5 10 6 6
(27.75,27.85] 6 4 7 5 10 5 10
(27.85,27.95] 5 4 8 5 10 5 10
(27.95,28.05] 4 4 8 5 10 5 10
(28.05,28.1] 3 4 7 6 10 4 10
(28.1,28.2] 6 4 7 6 10 4 10
(28.2,28.3] 4 6 3 9 10 7 5
total 74.00 92.00 85.00 74.00 107.00 74.00 102.00
S_Atlantic - 1982-1999 --> 2000-2009
(-Inf,26] 7 5 3 7 10 7 8
(26,26.5] 7 6 6 6 4 10 9
(26.5,26.75] 7 4 7 6 4 10 9
(26.75,27] 7 7 7 6 6 10 6
(27,27.25] 7 8 5 5 8 10 6
(27.25,27.5] 6 10 4 6 10 5 5
(27.5,27.75] 9 8 3 5 7 7 9
(27.75,27.85] 7 5 6 4 7 10 9
(27.85,27.95] 7 4 6 5 9 10 7
(27.95,28.05] 5 9 7 7 6 4 8
(28.05,28.1] 5 7 3 5 6 10 8
(28.1,28.15] 4 5 8 7 8 10 7
(28.15,28.2] 5 10 8 5 5 10 4
(28.2, Inf] 4 3 5 9 6 9 9
total 87.00 91.00 78.00 83.00 96.00 122.00 104.00
S_Atlantic - 2000-2009 --> 2010-2019
(-Inf,26] 5 5 5 7 10 10 7
(26,26.5] 7 5 6 7 4 10 9
(26.5,26.75] 7 4 7 6 4 10 9
(26.75,27] 6 10 6 7 4 10 4
(27,27.25] 5 10 4 6 7 10 6
(27.25,27.5] 7 7 3 6 8 10 6
(27.5,27.75] 8 7 4 6 8 7 9
(27.75,27.85] 7 5 7 6 8 8 7
(27.85,27.95] 7 4 7 4 8 10 8
(27.95,28.05] 6 7 7 7 7 4 9
(28.05,28.1] 5 3 7 6 6 10 8
(28.1,28.15] 5 8 10 5 5 10 4
(28.15,28.2] 5 7 8 6 7 10 7
(28.2, Inf] 5 5 6 8 6 7 8
total 85.00 87.00 87.00 87.00 92.00 126.00 101.00
S_Pacific - 1982-1999 --> 2000-2009
(-Inf,26] 8 7 6 6 10 4 7
(26,26.5] 8 10 5 5 7 7 7
(26.5,26.75] 6 10 5 4 7 10 5
(26.75,27] 4 6 6 6 6 10 10
(27,27.25] 5 6 5 7 6 10 9
(27.25,27.5] 6 10 7 6 7 7 7
(27.5,27.75] 5 10 7 5 10 5 5
(27.75,27.85] 5 10 7 5 5 5 10
(27.85,27.95] 6 10 6 4 6 6 10
(27.95,28.05] 5 4 7 6 10 5 10
(28.05,28.1] 5 5 7 6 10 4 10
(28.1,28.2] 5 5 4 8 10 5 10
(28.2,28.3] 6 6 6 8 10 5 8
(28.3, Inf] 7 6 7 7 10 5 7
total 81.00 105.00 85.00 83.00 114.00 88.00 115.00
S_Pacific - 2000-2009 --> 2010-2019
(-Inf,26] 9 6 6 6 6 9 7
(26,26.5] 8 10 5 5 4 5 10
(26.5,26.75] 6 10 5 4 7 10 5
(26.75,27] 4 6 5 7 6 10 10
(27,27.25] 5 6 5 7 6 10 9
(27.25,27.5] 5 10 7 5 8 6 8
(27.5,27.75] 6 10 7 5 10 5 4
(27.75,27.85] 5 10 7 6 6 7 8
(27.85,27.95] 7 10 5 4 6 6 10
(27.95,28.05] 7 5 6 5 10 5 10
(28.05,28.1] 5 10 7 5 10 5 5
(28.1,28.2] 5 9 6 8 6 10 5
(28.2,28.3] 9 10 9 5 6 3 5
(28.3, Inf] 7 5 8 6 6 10 6
total 88.00 117.00 88.00 78.00 97.00 101.00 102.00

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
2db9235 Donghe-Zhu 2021-08-19
27c801d Donghe-Zhu 2021-08-19
2e8d815 Donghe-Zhu 2021-08-19
d98dd99 Donghe-Zhu 2021-08-18
b5955e0 Donghe-Zhu 2021-08-18
cceae84 Donghe-Zhu 2021-08-18
1cdb694 Donghe-Zhu 2021-08-18
9b7a798 Donghe-Zhu 2021-08-06
90f70da Donghe-Zhu 2021-08-06
496fa02 Donghe-Zhu 2021-08-05
19ecfe2 Donghe-Zhu 2021-08-05
3253031 Donghe-Zhu 2021-08-05
6c70952 Donghe-Zhu 2021-08-01
2666bd7 Donghe-Zhu 2021-08-01
e51cfa2 Donghe-Zhu 2021-08-01
78cbc18 Donghe-Zhu 2021-08-01
c55d4d7 Donghe-Zhu 2021-08-01
26741db Donghe-Zhu 2021-08-01
ca539b5 Donghe-Zhu 2021-08-01
1e98138 Donghe-Zhu 2021-08-01
777b9e9 Donghe-Zhu 2021-08-01
b110c47 Donghe-Zhu 2021-08-01
3611a48 Donghe-Zhu 2021-08-01
af832ef Donghe-Zhu 2021-07-31
016f9ed Donghe-Zhu 2021-07-31
2080ac5 Donghe-Zhu 2021-07-31
50f0a16 Donghe-Zhu 2021-07-31
1682579 Donghe-Zhu 2021-07-31
9fa8832 Donghe-Zhu 2021-07-31
4abf542 Donghe-Zhu 2021-07-31
a2483f0 Donghe-Zhu 2021-07-31
3300527 Donghe-Zhu 2021-07-31
afeb6fd Donghe-Zhu 2021-07-31
cb3ef32 Donghe-Zhu 2021-07-31
6528618 Donghe-Zhu 2021-07-31
f50925e Donghe-Zhu 2021-07-31
f4de2f3 Donghe-Zhu 2021-07-30
43bc7b4 Donghe-Zhu 2021-07-30
f8c34a8 Donghe-Zhu 2021-07-30
4f897c4 Donghe-Zhu 2021-07-30
0f6e960 Donghe-Zhu 2021-07-30
fe067ea Donghe-Zhu 2021-07-30
fbca39a Donghe-Zhu 2021-07-30
f945f95 Donghe-Zhu 2021-07-30
a3006cd Donghe-Zhu 2021-07-30
a55ffdc Donghe-Zhu 2021-07-30
d5e4458 Donghe-Zhu 2021-07-30
10a97ef Donghe-Zhu 2021-07-30
1c501fd Donghe-Zhu 2021-07-30
68bce3f Donghe-Zhu 2021-07-30
400c457 Donghe-Zhu 2021-07-29
3ba7852 Donghe-Zhu 2021-07-29
ec68363 Donghe-Zhu 2021-07-28
d3018f6 Donghe-Zhu 2021-07-28
b8ba2c4 Donghe-Zhu 2021-07-28
a4ddd84 Donghe-Zhu 2021-07-27
7ef49ab Donghe-Zhu 2021-07-27
da818c0 Donghe-Zhu 2021-07-27
8623898 Donghe-Zhu 2021-07-27
f84b77c Donghe-Zhu 2021-07-27
70ad9a5 Donghe-Zhu 2021-07-27
0d0b48d Donghe-Zhu 2021-07-27
d0d97c6 Donghe-Zhu 2021-07-27
829510d Donghe-Zhu 2021-07-27
780627d Donghe-Zhu 2021-07-27
e9838c9 Donghe-Zhu 2021-07-27
2777f33 Donghe-Zhu 2021-07-27
d19760f Donghe-Zhu 2021-07-27
cac5680 Donghe-Zhu 2021-07-23
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
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
2db9235 Donghe-Zhu 2021-08-19
27c801d Donghe-Zhu 2021-08-19
2e8d815 Donghe-Zhu 2021-08-19
d98dd99 Donghe-Zhu 2021-08-18
b5955e0 Donghe-Zhu 2021-08-18
cceae84 Donghe-Zhu 2021-08-18
1cdb694 Donghe-Zhu 2021-08-18
9b7a798 Donghe-Zhu 2021-08-06
90f70da Donghe-Zhu 2021-08-06
496fa02 Donghe-Zhu 2021-08-05
19ecfe2 Donghe-Zhu 2021-08-05
3253031 Donghe-Zhu 2021-08-05
6c70952 Donghe-Zhu 2021-08-01
2666bd7 Donghe-Zhu 2021-08-01
e51cfa2 Donghe-Zhu 2021-08-01
78cbc18 Donghe-Zhu 2021-08-01
c55d4d7 Donghe-Zhu 2021-08-01
26741db Donghe-Zhu 2021-08-01
ca539b5 Donghe-Zhu 2021-08-01
1e98138 Donghe-Zhu 2021-08-01
777b9e9 Donghe-Zhu 2021-08-01
b110c47 Donghe-Zhu 2021-08-01
3611a48 Donghe-Zhu 2021-08-01
af832ef Donghe-Zhu 2021-07-31
016f9ed Donghe-Zhu 2021-07-31
2080ac5 Donghe-Zhu 2021-07-31
50f0a16 Donghe-Zhu 2021-07-31
1682579 Donghe-Zhu 2021-07-31
9fa8832 Donghe-Zhu 2021-07-31
4abf542 Donghe-Zhu 2021-07-31
a2483f0 Donghe-Zhu 2021-07-31
3300527 Donghe-Zhu 2021-07-31
afeb6fd Donghe-Zhu 2021-07-31
cb3ef32 Donghe-Zhu 2021-07-31
6528618 Donghe-Zhu 2021-07-31
f50925e Donghe-Zhu 2021-07-31
f4de2f3 Donghe-Zhu 2021-07-30
43bc7b4 Donghe-Zhu 2021-07-30
f8c34a8 Donghe-Zhu 2021-07-30
4f897c4 Donghe-Zhu 2021-07-30
0f6e960 Donghe-Zhu 2021-07-30
fe067ea Donghe-Zhu 2021-07-30
fbca39a Donghe-Zhu 2021-07-30
f945f95 Donghe-Zhu 2021-07-30
a3006cd Donghe-Zhu 2021-07-30
a55ffdc Donghe-Zhu 2021-07-30
d5e4458 Donghe-Zhu 2021-07-30
10a97ef Donghe-Zhu 2021-07-30
1c501fd Donghe-Zhu 2021-07-30
68bce3f Donghe-Zhu 2021-07-30
400c457 Donghe-Zhu 2021-07-29
3ba7852 Donghe-Zhu 2021-07-29
ec68363 Donghe-Zhu 2021-07-28
d3018f6 Donghe-Zhu 2021-07-28
b8ba2c4 Donghe-Zhu 2021-07-28
a4ddd84 Donghe-Zhu 2021-07-27
7ef49ab Donghe-Zhu 2021-07-27
da818c0 Donghe-Zhu 2021-07-27
8623898 Donghe-Zhu 2021-07-27
f84b77c Donghe-Zhu 2021-07-27
70ad9a5 Donghe-Zhu 2021-07-27
0d0b48d Donghe-Zhu 2021-07-27
d0d97c6 Donghe-Zhu 2021-07-27
829510d Donghe-Zhu 2021-07-27
780627d Donghe-Zhu 2021-07-27
e9838c9 Donghe-Zhu 2021-07-27
2777f33 Donghe-Zhu 2021-07-27
d19760f Donghe-Zhu 2021-07-27
cac5680 Donghe-Zhu 2021-07-23
7bb279a Donghe-Zhu 2021-07-23
d52eac4 Donghe-Zhu 2021-07-23
dcf34b1 Donghe-Zhu 2021-07-23
419cb72 Donghe-Zhu 2021-07-22
9447d10 Donghe-Zhu 2021-07-22
639c9a0 Donghe-Zhu 2021-07-22
25bb96f Donghe-Zhu 2021-07-22
cdc98a3 Donghe-Zhu 2021-07-22
e4805a1 Donghe-Zhu 2021-07-22
7957fd1 Donghe-Zhu 2021-07-21
b94be4e Donghe-Zhu 2021-07-21
9950e70 Donghe-Zhu 2021-07-21
698b6f0 Donghe-Zhu 2021-07-20
d84a1cb Donghe-Zhu 2021-07-20
4dce223 Donghe-Zhu 2021-07-20
6f28c0c Donghe-Zhu 2021-07-20
db1e7b7 Donghe-Zhu 2021-07-19
ff0575d Donghe-Zhu 2021-07-19
5d60eac Donghe-Zhu 2021-07-19
57d0420 Donghe-Zhu 2021-07-16
c1be8f6 Donghe-Zhu 2021-07-16
26a7c15 Donghe-Zhu 2021-07-16
046902b Donghe-Zhu 2021-07-16
3d4ac14 Donghe-Zhu 2021-07-15
be6fff9 Donghe-Zhu 2021-07-15
b473472 Donghe-Zhu 2021-07-15
363270a Donghe-Zhu 2021-07-15
8b75a03 Donghe-Zhu 2021-07-15
a01e135 Donghe-Zhu 2021-07-07
bc83ef2 Donghe-Zhu 2021-07-07
75e7b07 Donghe-Zhu 2021-07-06
697aa6d Donghe-Zhu 2021-07-06
d52e2de Donghe-Zhu 2021-07-06
f2bde6b Donghe-Zhu 2021-07-06
1133f28 Donghe-Zhu 2021-07-06
fe3a1cd Donghe-Zhu 2021-07-06
d9cdf15 Donghe-Zhu 2021-07-06
ee4cd2d Donghe-Zhu 2021-07-06
93821c1 Donghe-Zhu 2021-07-05
d44db8e Donghe-Zhu 2021-07-05
20b3436 Donghe-Zhu 2021-07-05
d982ea5 Donghe-Zhu 2021-07-05
7397e53 Donghe-Zhu 2021-07-05
f2e4805 Donghe-Zhu 2021-07-05
e2d011a Donghe-Zhu 2021-07-05
85e0349 Donghe-Zhu 2021-07-05
6ee0146 Donghe-Zhu 2021-07-05
a482a6b Donghe-Zhu 2021-07-05
f59f1b3 Donghe-Zhu 2021-07-05
116bcab Donghe-Zhu 2021-07-04
cb1c8dc Donghe-Zhu 2021-07-04
c9bdd83 Donghe-Zhu 2021-07-04
1920ad9 Donghe-Zhu 2021-07-04
0b02791 Donghe-Zhu 2021-06-25
caf62d8 Donghe-Zhu 2021-06-25
90a9da5 Donghe-Zhu 2021-06-25
bb413c8 Donghe-Zhu 2021-06-25
e7a5266 Donghe-Zhu 2021-06-24
7c57720 Donghe-Zhu 2021-06-24
b5b95a9 Donghe-Zhu 2021-06-24
472aad4 Donghe-Zhu 2021-06-24
d517836 Donghe-Zhu 2021-06-24
9221bfe Donghe-Zhu 2021-06-24
bff5fbf Donghe-Zhu 2021-06-23
256a616 Donghe-Zhu 2021-06-23
00072e2 Donghe-Zhu 2021-06-23
7431530 Donghe-Zhu 2021-06-20
d20c383 Donghe-Zhu 2021-06-18
b0874a2 Donghe-Zhu 2021-06-17
72c2f2e Donghe-Zhu 2021-06-15
d97dcb6 Donghe-Zhu 2021-06-08
25dda1d Donghe-Zhu 2021-06-08
bd2bcc3 Donghe-Zhu 2021-06-08
e9b27d7 Donghe-Zhu 2021-06-07
7ae0d4b Donghe-Zhu 2021-06-07
325391f Donghe-Zhu 2021-06-07
ed89970 Donghe-Zhu 2021-06-07
df37958 Donghe-Zhu 2021-06-07
812bf63 Donghe-Zhu 2021-06-06
65c89c8 Donghe-Zhu 2021-06-06
9baa3b2 Donghe-Zhu 2021-06-06
b7d99cf Donghe-Zhu 2021-06-06
5d8fa90 Donghe-Zhu 2021-06-06
dbe2a95 Donghe-Zhu 2021-05-28
d50b039 Donghe-Zhu 2021-05-28
441ebe5 Donghe-Zhu 2021-05-28
6262ad3 Donghe-Zhu 2021-05-28
a61aa77 Donghe-Zhu 2021-05-28
b8dbce4 Donghe-Zhu 2021-05-28
94a833e Donghe-Zhu 2021-05-27
5e0bd64 Donghe-Zhu 2021-05-27
af1eadd Donghe-Zhu 2021-05-27
9179bfe Donghe-Zhu 2021-05-27
28cbe5e Donghe-Zhu 2021-05-27
a618f02 Donghe-Zhu 2021-05-27
4623e38 Donghe-Zhu 2021-05-27
b81bb49 Donghe-Zhu 2021-05-27
951e188 Donghe-Zhu 2021-05-27
e377833 Donghe-Zhu 2021-05-26
2705a04 Donghe-Zhu 2021-03-28
cd5f759 Donghe-Zhu 2021-03-28
75dda4d Donghe-Zhu 2021-03-27
0b19f6e Donghe-Zhu 2021-03-27
e2704ca Donghe-Zhu 2021-03-27
3061a0b Donghe-Zhu 2021-03-27
b883157 Donghe-Zhu 2021-03-27
d19654d Donghe-Zhu 2021-03-26
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_1.33       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_1.1.3      tibble_3.1.3     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         utf8_1.1.4               R6_2.5.0                
[10] nortest_1.0-4            DBI_1.1.0                colorspace_2.0-0        
[13] withr_2.3.0              gridExtra_2.3            tidyselect_1.1.0        
[16] curl_4.3                 compiler_4.0.3           git2r_0.27.1            
[19] cli_2.2.0                rvest_0.3.6              xml2_1.3.2              
[22] sass_0.2.0               labeling_0.4.2           scales_1.1.1            
[25] checkmate_2.0.0          goftest_1.2-2            digest_0.6.27           
[28] foreign_0.8-80           rmarkdown_2.10           rio_0.5.16              
[31] pkgconfig_2.0.3          htmltools_0.5.0          highr_0.8               
[34] dbplyr_1.4.4             rlang_0.4.10             readxl_1.3.1            
[37] rstudioapi_0.13          farver_2.0.3             generics_0.1.0          
[40] jsonlite_1.7.2           zip_2.1.1                magrittr_2.0.1          
[43] Matrix_1.2-18            Rcpp_1.0.5               munsell_0.5.0           
[46] fansi_0.4.1              abind_1.4-5              lifecycle_1.0.0         
[49] stringi_1.5.3            whisker_0.4              yaml_2.2.1              
[52] MASS_7.3-53              plyr_1.8.6               grid_4.0.3              
[55] blob_1.2.1               parallel_4.0.3           promises_1.1.1          
[58] crayon_1.3.4             lattice_0.20-41          haven_2.3.1             
[61] hms_0.5.3                pillar_1.6.2             reprex_0.3.0            
[64] glue_1.4.2               evaluate_0.14            RcppArmadillo_0.10.1.2.2
[67] data.table_1.13.6        modelr_0.1.8             vctrs_0.3.8             
[70] tweenr_1.0.2             httpuv_1.5.4             cellranger_1.1.0        
[73] gtable_0.3.0             polyclip_1.10-0          reshape_0.8.8           
[76] assertthat_0.2.1         openxlsx_4.2.3           xfun_0.25               
[79] RcppEigen_0.3.3.9.1      later_1.2.0              viridisLite_0.3.0       
[82] ellipsis_0.3.2           here_1.0.1