Last updated: 2021-07-27

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Knit directory: emlr_mod_v_XXX/

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1 Required data

Required are:

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

2 Predictor combinations

Find all possible combinations of following considered predictor variables:

  • sal, temp, 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
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 67 1.2019301 228.784204 48.988102 5.0114634 1982-1999 –> 2000-2009 2.2489516 1.0470216 421.500549 76.746886 2 3
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 67 1.2036507 228.975891 124.681421 5.0095776 1982-1999 –> 2000-2009 2.2642785 1.0606278 423.267433 153.785872 3 5
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 67 1.2066123 229.305193 27.391040 4.9884210 1982-1999 –> 2000-2009 2.2797803 1.0731680 425.030728 53.183732 5 8
Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 67 1.2064623 229.288535 78.752213 4.9916485 1982-1999 –> 2000-2009 2.3358707 1.1294085 431.245708 160.108060 4 8
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 67 1.2214996 230.948383 166.823726 5.5153017 1982-1999 –> 2000-2009 2.3930971 1.1715975 437.379804 290.057233 7 12
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 67 1.4572107 254.592000 189.429107 5.7837606 1982-1999 –> 2000-2009 2.6683676 1.2111568 465.074768 448.721603 16 22
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 67 1.3914783 248.406902 29.934117 5.7646535 1982-1999 –> 2000-2009 2.7072488 1.3157705 468.996942 48.533836 14 21
Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate 67 1.2835956 235.592901 3.940518 5.8031098 1982-1999 –> 2000-2009 2.7220358 1.4384402 465.057637 15.645252 13 22
Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + silicate 67 1.5062411 257.026468 4.006414 6.0068473 1982-1999 –> 2000-2009 2.8298627 1.3236216 476.342306 14.346783 17 25
Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 67 1.8036378 281.171714 4.727476 6.3973267 1982-1999 –> 2000-2009 3.3074297 1.5037919 516.056980 20.626376 24 34
Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 58 0.5766809 114.742783 166.923123 2.9298214 2000-2009 –> 2010-2019 1.7756230 1.1989422 343.193460 287.546351 1 2
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 58 0.5958894 118.543650 63.285958 2.7174380 2000-2009 –> 2010-2019 1.7978195 1.2019301 347.327855 112.274060 2 4
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 58 0.5985588 119.062135 90.715707 2.7296520 2000-2009 –> 2010-2019 1.8022095 1.2036507 348.038027 215.397128 3 6
Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 58 0.6026448 119.851299 274.765784 2.7458868 2000-2009 –> 2010-2019 1.8091071 1.2064623 349.139835 353.517998 5 9
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 58 0.6029084 119.902030 63.510037 2.7365965 2000-2009 –> 2010-2019 1.8095207 1.2066123 349.207223 90.901077 6 11
Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 58 0.6030015 117.919932 13.343395 2.7259554 2000-2009 –> 2010-2019 1.8117342 1.2087328 345.460411 37.823596 7 13
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 58 0.5997167 119.286309 103.044884 3.1752478 2000-2009 –> 2010-2019 1.8212162 1.2214996 350.234691 269.868610 4 11
Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate 58 0.6562552 127.737027 5.135435 2.9559746 2000-2009 –> 2010-2019 1.9398508 1.2835956 363.329928 9.075953 9 22
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 58 0.7375296 143.280786 218.226307 2.7077131 2000-2009 –> 2010-2019 2.1947404 1.4572107 397.872786 407.655414 13 29
Atlantic (-Inf,26] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 58 0.6383206 126.522771 101.539104 3.3504275 2000-2009 –> 2010-2019 2.2448093 1.6064887 394.183351 268.727019 8 27
Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 219 3.6480073 1202.346387 173.255040 10.9843357 1982-1999 –> 2000-2009 6.7652751 3.1172678 3271.286338 466.128898 1 2
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 219 3.7051241 1209.151021 9.966786 11.3639044 1982-1999 –> 2000-2009 6.8958581 3.1907340 3296.819390 20.622811 2 4
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 219 3.7270873 1211.739723 12.850618 11.3178206 1982-1999 –> 2000-2009 6.9401513 3.2130640 3305.015205 30.097909 3 6
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 219 3.7561135 1215.137615 8.940993 11.4096969 1982-1999 –> 2000-2009 7.0001614 3.2440478 3316.128983 21.649920 4 8
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 219 3.9480349 1236.964546 73.901458 11.8511322 1982-1999 –> 2000-2009 7.4218898 3.4738549 3392.984105 130.880347 5 10
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 219 4.0820522 1251.585813 70.793102 15.4186616 1982-1999 –> 2000-2009 7.6166247 3.5345725 3421.536639 127.306973 8 14
Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 219 4.0430937 1247.385528 190.725855 15.7877585 1982-1999 –> 2000-2009 7.8694623 3.8263686 3481.112744 310.700731 6 19
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 219 4.1690708 1260.824692 10.062377 14.6041319 1982-1999 –> 2000-2009 7.9100009 3.7409301 3476.396015 20.658144 9 16
Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + silicate 219 4.1757423 1259.525036 7.748617 15.0065178 1982-1999 –> 2000-2009 7.9199037 3.7441614 3473.790547 18.013524 10 18
Atlantic (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 219 4.2766387 1271.982375 184.637582 13.9238726 1982-1999 –> 2000-2009 8.0265790 3.7499403 3489.487858 311.480646 11 20
Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 366 3.2141354 1907.315747 259.492559 11.2676013 2000-2009 –> 2010-2019 6.8621427 3.6480073 3109.662134 432.747599 1 2
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 366 3.2352978 1912.119572 9.203294 11.3849267 2000-2009 –> 2010-2019 6.9404220 3.7051241 3121.270593 19.170080 2 4
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 366 3.2499410 1915.425171 11.446713 11.3819679 2000-2009 –> 2010-2019 6.9770283 3.7270873 3127.164894 24.297331 3 6
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 366 3.2568627 1916.982534 9.821808 11.3878189 2000-2009 –> 2010-2019 7.0129763 3.7561135 3132.120150 18.762801 4 8
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 366 3.4195441 1952.662297 73.101497 13.4561977 2000-2009 –> 2010-2019 7.5015963 4.0820522 3204.248110 143.894599 5 13
Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 366 3.5984481 1989.990950 243.403270 15.5938631 2000-2009 –> 2010-2019 7.6415417 4.0430937 3237.376478 434.129125 6 12
Atlantic (26,26.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 366 3.5989888 1988.100937 4.711422 15.4415724 2000-2009 –> 2010-2019 7.6505831 4.0515944 3234.406401 9.151493 7 14
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 366 3.8169831 2033.147984 9.339926 15.9164404 2000-2009 –> 2010-2019 7.9860539 4.1690708 3293.972676 19.402303 9 18
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 366 4.0386109 2074.462396 67.475839 15.5065069 2000-2009 –> 2010-2019 7.9866459 3.9480349 3311.426942 141.377297 11 16
Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 366 3.6038870 1989.096521 8.022234 11.5758858 2000-2009 –> 2010-2019 8.1709256 4.5670386 3287.854462 15.295188 8 43
Atlantic (26.5,26.75] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 235 2.6970707 1147.219253 381.897152 9.3412883 1982-1999 –> 2000-2009 5.4957100 2.7986393 3340.003204 739.148947 3 4
Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 235 2.7398411 1154.614084 175.874079 9.5488256 1982-1999 –> 2000-2009 5.5779105 2.8380694 3359.849754 242.787187 5 7
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 235 2.6200039 1133.593733 176.779167 7.6788299 1982-1999 –> 2000-2009 5.5860882 2.9660844 3378.095017 245.378857 1 9
Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 235 2.7620922 1158.415680 176.928931 9.6072005 1982-1999 –> 2000-2009 5.6135705 2.8514783 3367.846403 243.885757 9 12
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 235 2.7328652 1153.415887 22.475578 7.5933890 1982-1999 –> 2000-2009 5.6938862 2.9610210 3396.396565 50.623367 4 10
Atlantic (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 235 2.8005034 1164.906732 178.602381 9.7854696 1982-1999 –> 2000-2009 5.6963295 2.8958261 3388.072695 245.614095 11 15
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 235 2.7405070 1154.728294 31.098622 7.6472129 1982-1999 –> 2000-2009 5.7163139 2.9758069 3402.142138 67.012862 6 15
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 235 2.6691950 1142.336262 165.834193 7.5192237 1982-1999 –> 2000-2009 5.7241007 3.0549057 3413.097917 231.609539 2 15
Atlantic (26.5,26.75] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 235 2.7994382 1162.727923 340.872148 8.0472948 1982-1999 –> 2000-2009 5.7248832 2.9254450 3392.950701 698.075019 10 15
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 235 2.7575942 1157.649672 22.406124 7.7685310 1982-1999 –> 2000-2009 5.7775303 3.0199361 3418.164714 54.439331 8 19
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 436 4.1087163 2483.546886 52.769849 10.2155921 2000-2009 –> 2010-2019 6.8415815 2.7328652 3636.962773 75.245426 1 5
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 436 4.1346312 2489.029581 53.669275 10.4340822 2000-2009 –> 2010-2019 6.8751382 2.7405070 3643.757875 84.767897 2 8
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 436 4.1618062 2494.742080 52.606699 10.6338946 2000-2009 –> 2010-2019 6.9194005 2.7575942 3652.391752 75.012823 3 11
Atlantic (26.5,26.75] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 436 4.2912043 2521.441198 429.609010 10.2698364 2000-2009 –> 2010-2019 6.9882751 2.6970707 3668.660451 811.506162 4 7
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 436 4.3928981 2541.864961 113.379362 9.3982379 2000-2009 –> 2010-2019 7.0129020 2.6200039 3675.458695 290.158529 12 13
Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 436 4.3048131 2524.202199 106.815824 10.1998228 2000-2009 –> 2010-2019 7.0446542 2.7398411 3678.816283 282.689904 5 10
Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 436 4.3179927 2526.867843 107.310963 10.3035998 2000-2009 –> 2010-2019 7.0800849 2.7620922 3685.283522 284.239894 6 15
Atlantic (26.5,26.75] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 436 4.3241006 2526.100433 413.690913 10.5953948 2000-2009 –> 2010-2019 7.1235388 2.7994382 3688.828357 754.563062 7 17
Atlantic (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 436 4.3406357 2531.428545 107.982741 10.3997955 2000-2009 –> 2010-2019 7.1411391 2.8005034 3696.335277 286.585122 9 20
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 436 4.4086974 2542.995531 21.687698 9.5256835 2000-2009 –> 2010-2019 7.1604141 2.7517167 3697.642379 41.363598 14 21
Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 369 1.7399342 1469.915947 154.786066 4.7689849 1982-1999 –> 2000-2009 3.3257272 1.5857930 4224.989645 196.961788 1 2
Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 369 1.7752935 1484.763385 145.714596 4.5750274 1982-1999 –> 2000-2009 3.3728902 1.5975966 4250.649334 186.720678 2 4
Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 369 1.8194901 1502.911168 145.906862 4.7504930 1982-1999 –> 2000-2009 3.4486214 1.6291314 4297.296031 200.741962 3 6
Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 369 1.8215440 1503.743807 143.520836 4.8625540 1982-1999 –> 2000-2009 3.5193873 1.6978433 4358.361274 200.855832 4 9
Atlantic (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 369 1.8637787 1520.659870 146.754707 4.8623917 1982-1999 –> 2000-2009 3.5469484 1.6831697 4362.621855 187.832429 6 10
Atlantic (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 369 1.8474206 1512.153935 145.088006 6.0801287 1982-1999 –> 2000-2009 3.9654777 2.1180571 4687.194172 186.000540 5 12
Atlantic (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 369 1.9732461 1562.780434 123.161861 6.3040383 1982-1999 –> 2000-2009 3.9673994 1.9941533 4651.932950 162.894115 7 13
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 369 2.8689992 1839.001527 159.010651 10.6485851 1982-1999 –> 2000-2009 5.4050104 2.5360112 5278.617713 198.930725 10 18
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 369 2.8720755 1839.792435 157.358651 10.3967328 1982-1999 –> 2000-2009 5.4157331 2.5436576 5283.798037 209.348475 11 20
Atlantic (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 369 2.8759423 1838.785347 97.957643 9.9960500 1982-1999 –> 2000-2009 5.4274636 2.5515213 5285.291436 147.449313 12 22
Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 736 2.3188321 3340.723224 104.880483 7.7384788 2000-2009 –> 2010-2019 4.0587663 1.7399342 4810.639171 259.666549 2 3
Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 736 2.3093644 3334.700769 87.662978 7.8389371 2000-2009 –> 2010-2019 4.0846579 1.7752935 4819.464154 233.377574 1 3
Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 736 2.3371885 3352.330047 91.816435 7.9125495 2000-2009 –> 2010-2019 4.1566786 1.8194901 4855.241215 237.723297 3 6
Atlantic (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 736 2.3506594 3358.789869 86.880452 8.3506190 2000-2009 –> 2010-2019 4.1980800 1.8474206 4870.943805 231.968458 4 9
Atlantic (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 736 2.3666205 3370.751015 96.714935 8.0543885 2000-2009 –> 2010-2019 4.2303992 1.8637787 4891.410885 243.469641 5 11
Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 736 2.4443083 3418.295472 98.052002 7.4606587 2000-2009 –> 2010-2019 4.2658524 1.8215440 4922.039279 241.572838 6 10
Atlantic (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 736 2.6411653 3532.313704 90.874200 7.8290269 2000-2009 –> 2010-2019 4.6144114 1.9732461 5095.094137 214.036061 7 14
Atlantic (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 736 3.0147685 3725.063443 87.806330 12.3236955 2000-2009 –> 2010-2019 5.6359514 2.6211829 5495.395849 230.017249 8 16
Atlantic (26.75,27] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 736 3.3990070 3901.644979 90.063981 15.4339677 2000-2009 –> 2010-2019 6.2657304 2.8667235 5738.060873 212.981246 9 18
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 736 3.4055748 3906.486556 119.150807 11.1649435 2000-2009 –> 2010-2019 6.2776504 2.8720755 5746.278991 276.509457 11 22
Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 401 1.0378389 1181.775438 183.245272 2.5599959 1982-1999 –> 2000-2009 2.1847485 1.1469096 4261.114238 335.928596 1 3
Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 401 1.1780746 1283.421595 139.176677 3.2050694 1982-1999 –> 2000-2009 2.2904812 1.1124066 4302.586316 218.781845 3 4
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 401 1.1751621 1281.436367 151.742854 2.9297512 1982-1999 –> 2000-2009 2.3849014 1.2097394 4465.843031 240.725053 2 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 401 1.1791904 1284.180852 167.277806 2.9686508 1982-1999 –> 2000-2009 2.4007568 1.2215664 4487.753737 291.009739 4 8
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 401 1.1954381 1295.155924 167.706102 3.0483447 1982-1999 –> 2000-2009 2.4512832 1.2558451 4553.247983 264.424621 6 12
Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 401 1.2708863 1342.239783 132.646351 3.5091464 1982-1999 –> 2000-2009 2.4931028 1.2222165 4544.860678 241.718440 8 13
Atlantic (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 401 1.3394024 1386.351968 100.955950 5.9450026 1982-1999 –> 2000-2009 2.6154203 1.2760179 4675.837050 179.949533 9 17
Atlantic (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 401 1.1799664 1284.708450 88.980133 3.2740678 1982-1999 –> 2000-2009 2.6380212 1.4580548 4836.910639 155.400641 5 17
Atlantic (27,27.25] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 401 1.3460714 1388.335320 94.955419 5.5921733 1982-1999 –> 2000-2009 2.6493372 1.3032658 4717.444570 171.558302 10 19
Atlantic (27,27.25] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 401 1.2356322 1319.678038 87.578560 3.1390743 1982-1999 –> 2000-2009 2.7026266 1.4669944 4881.921836 149.122777 7 20
Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 946 1.4907016 3454.006783 178.776519 7.6044900 2000-2009 –> 2010-2019 2.5285405 1.0378389 4635.782220 362.021790 1 2
Atlantic (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 946 1.5618215 3542.185181 123.262748 7.1397920 2000-2009 –> 2010-2019 2.7417879 1.1799664 4826.893631 212.242881 2 7
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 946 1.6240490 3616.104881 244.019797 7.3073184 2000-2009 –> 2010-2019 2.7992110 1.1751621 4897.541248 395.762651 3 5
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 946 1.6326541 3626.103265 241.580333 7.4020454 2000-2009 –> 2010-2019 2.8118445 1.1791904 4910.284117 408.858140 4 8
Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 946 1.6645624 3662.723489 176.542721 8.3719159 2000-2009 –> 2010-2019 2.8426370 1.1780746 4946.145084 315.719398 8 11
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 946 1.6497132 3645.769648 265.873652 7.4512623 2000-2009 –> 2010-2019 2.8451513 1.1954381 4940.925572 433.579754 5 11
Atlantic (27,27.25] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 946 1.6553003 3650.166435 123.260634 7.2930449 2000-2009 –> 2010-2019 2.8909324 1.2356322 4969.844473 210.839194 6 13
Atlantic (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 946 1.6568113 3653.892723 151.730045 7.6176489 2000-2009 –> 2010-2019 2.9962136 1.3394024 5040.244691 252.685994 7 16
Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 946 1.7317389 3735.578140 140.732415 7.3723681 2000-2009 –> 2010-2019 3.0026252 1.2708863 5077.817924 273.378766 11 19
Atlantic (27,27.25] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 946 1.6949412 3694.941795 146.286034 7.7207323 2000-2009 –> 2010-2019 3.0410126 1.3460714 5083.277116 241.241453 9 19
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 465 1.2836287 1565.825462 381.956206 7.6084000 1982-1999 –> 2000-2009 2.1205106 0.8368819 4235.279148 1306.557929 1 2
Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 465 1.3104335 1585.045779 333.752596 5.1657724 1982-1999 –> 2000-2009 2.1559915 0.8455580 4276.570927 957.183178 2 4
Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 465 1.3154032 1586.566013 323.806353 4.7916950 1982-1999 –> 2000-2009 2.1697406 0.8543374 4298.196238 945.202461 3 7
Atlantic (27.25,27.5] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 465 1.3234713 1592.252864 457.469637 4.9698850 1982-1999 –> 2000-2009 2.1730146 0.8495433 4291.840624 1450.102564 4 7
Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 465 1.3643861 1622.568123 315.031318 5.5196171 1982-1999 –> 2000-2009 2.2309038 0.8665176 4366.492708 913.334664 8 13
Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 465 1.3644225 1620.592881 310.633236 5.5548361 1982-1999 –> 2000-2009 2.2332401 0.8688176 4368.190206 908.873028 9 15
Atlantic (27.25,27.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 465 1.3522081 1612.230020 320.268938 5.3434708 1982-1999 –> 2000-2009 2.2859263 0.9337182 4513.995937 942.889531 6 15
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 465 1.3298183 1596.702159 378.964338 7.8041566 1982-1999 –> 2000-2009 2.2877764 0.9579581 4553.314976 1293.146518 5 15
Atlantic (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 465 1.4148026 1656.313565 422.372121 5.9343504 1982-1999 –> 2000-2009 2.3123141 0.8975114 4475.445105 1126.894620 10 17
Atlantic (27.25,27.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 465 1.4174661 1656.062707 409.850358 6.2134253 1982-1999 –> 2000-2009 2.3150004 0.8975343 4473.248662 1111.927322 11 19
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1081 1.1949000 3466.716219 790.603395 5.0226297 2000-2009 –> 2010-2019 2.4785287 1.2836287 5032.541681 1172.559601 3 4
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1081 1.2193460 3510.501316 913.161612 5.1236982 2000-2009 –> 2010-2019 2.5150855 1.2957396 5085.060055 1510.698977 5 7
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1081 1.2152764 3503.273582 997.517426 5.0965394 2000-2009 –> 2010-2019 2.5548897 1.3396133 5108.800757 1405.570721 4 13
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1081 1.2725500 3602.836292 960.241117 6.2802674 2000-2009 –> 2010-2019 2.5894144 1.3168644 5192.434842 1669.667960 8 13
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1081 1.1696890 3420.612544 610.788152 4.4480128 2000-2009 –> 2010-2019 2.6516798 1.4819907 5120.074610 1047.040836 2 19
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1081 1.2690891 3596.948399 885.479340 5.3768634 2000-2009 –> 2010-2019 2.6745273 1.4054382 5247.085941 1365.794481 7 21
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1081 1.1359710 3357.373716 196.375728 4.8121280 2000-2009 –> 2010-2019 2.7230166 1.5870456 5120.529528 331.087497 1 20
Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1081 1.4380154 3867.121734 483.104630 6.2338652 2000-2009 –> 2010-2019 2.7484489 1.3104335 5452.167513 816.857226 13 16
Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1081 1.4402360 3868.457805 473.619328 6.0863078 2000-2009 –> 2010-2019 2.7556391 1.3154032 5455.023818 797.425682 14 18
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1081 1.4298262 3852.774486 790.602306 5.0609909 2000-2009 –> 2010-2019 2.7596445 1.3298183 5449.476645 1169.566644 11 19
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 740 1.4040361 2616.268563 555.636786 11.6007376 1982-1999 –> 2000-2009 2.2613447 0.8573086 6728.807495 1352.733512 1 2
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 740 1.4285039 2641.837953 135.957527 13.5113976 1982-1999 –> 2000-2009 2.2986480 0.8701441 6802.526314 445.755938 2 7
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 740 1.5028397 2714.916589 445.195308 11.7419213 1982-1999 –> 2000-2009 2.3601656 0.8573259 6825.521205 1181.080897 4 6
Atlantic (27.5,27.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 740 1.6054098 2812.630043 314.279152 11.2641465 1982-1999 –> 2000-2009 2.4698457 0.8644359 6949.993752 1004.817213 5 8
Atlantic (27.5,27.75] 3 cstar_tref ~ aou + nitrate + phosphate_star 740 1.6182464 2822.416822 285.737382 11.6446016 1982-1999 –> 2000-2009 2.4844678 0.8662214 6964.465916 802.165439 6 10
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 740 1.6937181 2891.879771 64.528764 17.3683400 1982-1999 –> 2000-2009 2.7407248 1.0470067 7650.071072 217.284055 7 14
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 740 1.4909145 2703.125792 128.143999 15.0191353 1982-1999 –> 2000-2009 2.8894290 1.3985145 8399.216956 430.955689 3 13
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 740 1.8914069 3055.264005 83.078383 10.8341633 1982-1999 –> 2000-2009 2.9127547 1.0213478 7733.063854 242.381249 9 15
Atlantic (27.5,27.75] 3 cstar_tref ~ sal + aou + nitrate 740 1.7252263 2917.159186 50.442873 18.3800015 1982-1999 –> 2000-2009 3.1518017 1.4265754 8675.616779 161.085395 8 19
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 740 1.9284076 3085.936993 190.448130 19.0363499 1982-1999 –> 2000-2009 3.2488874 1.3204798 8598.002146 422.942769 10 19
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1697 1.0101308 4864.088325 816.142889 5.1277887 2000-2009 –> 2010-2019 2.4141669 1.4040361 7480.356888 1371.779675 1 2
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1697 1.0182108 4891.128875 219.336446 5.1326252 2000-2009 –> 2010-2019 2.4467147 1.4285039 7532.966828 355.293974 2 4
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 1697 1.0302006 4928.860885 212.843317 5.2209886 2000-2009 –> 2010-2019 2.5211151 1.4909145 7631.986676 340.987316 3 6
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1697 1.1880446 5412.693384 814.664306 6.5680892 2000-2009 –> 2010-2019 2.6908843 1.5028397 8127.609974 1259.859614 4 8
Atlantic (27.5,27.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1697 1.1914596 5422.435159 501.620049 5.5663289 2000-2009 –> 2010-2019 2.7968694 1.6054098 8235.065202 815.899201 5 10
Atlantic (27.5,27.75] 3 cstar_tref ~ aou + nitrate + phosphate_star 1697 1.2582749 5605.620503 417.661438 5.8423412 2000-2009 –> 2010-2019 2.8765213 1.6182464 8428.037326 703.398820 6 12
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 1697 1.2774090 5658.843386 116.774196 7.2348627 2000-2009 –> 2010-2019 2.9711271 1.6937181 8550.723157 181.302960 7 14
Atlantic (27.5,27.75] 3 cstar_tref ~ sal + aou + nitrate 1697 1.2796295 5662.737921 82.997879 7.2541214 2000-2009 –> 2010-2019 3.0048558 1.7252263 8579.897107 133.440751 8 16
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 1697 1.4756266 6148.424015 146.046001 7.2165221 2000-2009 –> 2010-2019 3.3670334 1.8914069 9203.688019 229.124385 10 19
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1697 1.4550939 6102.866361 252.676261 8.2577790 2000-2009 –> 2010-2019 3.3835014 1.9284076 9188.803354 443.124391 9 19
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 246 1.2775418 832.627123 221.068604 8.6329184 1982-1999 –> 2000-2009 1.8932597 0.6157179 1760.051901 384.872192 1 3
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 246 1.2967935 839.985934 179.559259 9.3744424 1982-1999 –> 2000-2009 1.8940207 0.5972272 1737.590210 366.571346 2 3
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 246 1.3476454 856.910352 106.637431 9.5856632 1982-1999 –> 2000-2009 2.0802992 0.7326538 1952.393996 210.965146 4 9
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + silicate 246 1.3025536 840.166467 178.927264 9.2129461 1982-1999 –> 2000-2009 2.0826102 0.7800566 1996.964095 361.800583 3 9
Atlantic (27.75,27.85] 3 cstar_tref ~ sal + aou + nitrate 246 1.3477794 854.959253 99.534736 9.6173130 1982-1999 –> 2000-2009 2.1638535 0.8160742 2053.902596 200.418559 5 12
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 246 1.4228456 883.625888 145.807527 9.3090108 1982-1999 –> 2000-2009 2.3051071 0.8822615 2160.836855 224.826016 6 14
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + silicate 246 1.6734088 963.430231 160.678958 12.7877541 1982-1999 –> 2000-2009 2.3408541 0.6674453 1967.748793 331.398263 7 10
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 246 1.6761176 964.226007 179.021883 12.2909534 1982-1999 –> 2000-2009 2.3710697 0.6949521 2008.041628 328.376952 8 12
Atlantic (27.75,27.85] 3 cstar_tref ~ temp + aou + nitrate 246 1.9088057 1026.184813 26.505343 14.8070403 1982-1999 –> 2000-2009 2.8009976 0.8921919 2312.342280 61.132671 11 20
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 246 1.7047636 972.563559 183.962096 8.9586290 1982-1999 –> 2000-2009 2.9308200 1.2260564 2571.604645 309.256818 9 20
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 640 0.7090608 1390.159433 208.521208 2.9195234 2000-2009 –> 2010-2019 2.0058543 1.2967935 2230.145367 388.080468 1 3
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 640 0.7438518 1451.472015 214.969204 2.7688743 2000-2009 –> 2010-2019 2.0213935 1.2775418 2284.099137 436.037808 2 3
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + silicate 640 0.7554822 1469.330536 208.480917 2.5633626 2000-2009 –> 2010-2019 2.0580358 1.3025536 2309.497003 387.408181 3 6
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 640 0.8025764 1546.733215 130.072017 3.1109232 2000-2009 –> 2010-2019 2.1502218 1.3476454 2403.643566 236.709448 4 8
Atlantic (27.75,27.85] 3 cstar_tref ~ sal + aou + nitrate 640 0.8256482 1581.010618 126.495167 3.2503528 2000-2009 –> 2010-2019 2.1734276 1.3477794 2435.969871 226.029903 5 10
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 640 0.9437894 1754.190504 130.565032 3.8657665 2000-2009 –> 2010-2019 2.3666350 1.4228456 2637.816392 276.372559 7 13
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + silicate 640 0.9154769 1715.204325 173.135281 4.1250518 2000-2009 –> 2010-2019 2.5888857 1.6734088 2678.634556 333.814240 6 13
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 640 0.9654758 1783.269512 166.323944 3.8297496 2000-2009 –> 2010-2019 2.6415934 1.6761176 2747.495519 345.345827 8 16
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 640 1.2319039 2095.199216 179.640950 3.6487335 2000-2009 –> 2010-2019 2.9366675 1.7047636 3067.762775 363.603045 11 20
Atlantic (27.75,27.85] 3 cstar_tref ~ sal + nitrate + phosphate_star 640 1.2470610 2108.852011 124.937718 3.9719233 2000-2009 –> 2010-2019 2.9518495 1.7047885 3079.422754 268.575720 13 23
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 302 3.0770160 1549.910885 161.448302 9.4790302 1982-1999 –> 2000-2009 3.6658449 0.5888290 2803.621584 313.103815 1 2
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 302 3.1970740 1573.029426 141.122795 9.5543741 1982-1999 –> 2000-2009 3.8411885 0.6441145 2951.838737 297.964935 3 5
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 302 3.1588739 1563.769107 128.270781 8.4916175 1982-1999 –> 2000-2009 3.8615030 0.7026290 3061.790299 218.709829 2 8
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 302 3.2102631 1573.516031 74.721875 9.0921191 1982-1999 –> 2000-2009 3.8864873 0.6762242 3018.140814 167.616804 4 8
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + silicate 302 3.2345766 1578.073286 125.704400 8.7777579 1982-1999 –> 2000-2009 4.1438513 0.9092747 3435.493034 249.652229 5 13
Atlantic (27.85,27.95] 3 cstar_tref ~ sal + aou + nitrate 302 3.2376222 1576.641735 72.810119 8.6173103 1982-1999 –> 2000-2009 4.1498443 0.9122221 3436.572826 159.010257 6 15
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 302 3.9008314 1691.197454 161.443068 17.4120661 1982-1999 –> 2000-2009 4.5706703 0.6698390 3122.596967 312.940739 10 13
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + silicate 302 4.1265554 1725.174460 135.637361 18.3968548 1982-1999 –> 2000-2009 4.8232650 0.6967095 3211.401710 292.219829 17 22
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 302 3.7571736 1668.533728 98.455551 10.1427229 1982-1999 –> 2000-2009 4.9830173 1.2258437 3942.393301 165.263415 7 19
Atlantic (27.85,27.95] 3 cstar_tref ~ sal + nitrate + phosphate_star 302 3.7674560 1668.184465 92.332262 9.9684799 1982-1999 –> 2000-2009 5.0279531 1.2604971 3978.904353 149.814498 8 21
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 585 0.7642961 1359.662155 212.052180 4.5675051 2000-2009 –> 2010-2019 3.8413121 3.0770160 2909.573041 373.500482 1 2
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 585 0.8259562 1450.438201 205.316517 5.8900541 2000-2009 –> 2010-2019 4.0230302 3.1970740 3023.467627 346.439312 2 5
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 585 0.8654481 1503.083870 141.077714 5.1623956 2000-2009 –> 2010-2019 4.0243220 3.1588739 3066.852977 269.348494 4 6
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 585 0.8501185 1482.174019 124.137622 6.0531224 2000-2009 –> 2010-2019 4.0603816 3.2102631 3055.690050 198.859497 3 7
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + silicate 585 0.9818919 1650.777401 197.692717 5.4299636 2000-2009 –> 2010-2019 4.2164685 3.2345766 3228.850688 323.397117 5 10
Atlantic (27.85,27.95] 3 cstar_tref ~ sal + aou + nitrate 585 0.9911486 1659.755870 121.467006 5.5552984 2000-2009 –> 2010-2019 4.2287708 3.2376222 3236.397605 194.277125 6 12
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 585 0.9992197 1671.244801 201.204363 5.9186790 2000-2009 –> 2010-2019 4.9000511 3.9008314 3362.442255 362.647431 7 17
Atlantic (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + silicate 585 1.0293166 1705.965391 201.863490 7.0640488 2000-2009 –> 2010-2019 5.1558721 4.1265554 3431.139850 337.500851 8 25
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 585 1.4193122 2081.859809 131.260505 5.5954388 2000-2009 –> 2010-2019 5.1764859 3.7571736 3750.393537 229.716057 12 19
Atlantic (27.85,27.95] 3 cstar_tref ~ sal + nitrate + phosphate_star 585 1.4195784 2080.079157 100.403639 5.5613996 2000-2009 –> 2010-2019 5.1870344 3.7674560 3748.263622 192.735901 13 21
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 371 2.1505195 1635.008783 138.478323 10.4551893 1982-1999 –> 2000-2009 3.9057578 1.7552383 5164.266361 224.761004 1 7
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 371 2.5144985 1749.030851 611.837525 14.7651309 1982-1999 –> 2000-2009 3.9339111 1.4194126 4899.559090 878.883449 3 5
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 371 2.5690301 1764.950477 804.259459 16.8364522 1982-1999 –> 2000-2009 3.9560736 1.3870435 4874.555059 1590.291095 4 5
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 371 2.1710241 1640.050055 71.927728 10.3045583 1982-1999 –> 2000-2009 3.9899995 1.8189754 5230.583995 102.693400 2 9
Atlantic (27.95,28.05] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 371 2.9287634 1862.190974 657.752297 18.7911461 1982-1999 –> 2000-2009 4.5493059 1.6205425 5247.805874 1325.939595 9 12
Atlantic (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate 371 2.7865408 1823.254704 360.617083 17.1499558 1982-1999 –> 2000-2009 4.7417169 1.9551761 5539.883640 626.886470 6 15
Atlantic (27.95,28.05] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 371 3.0729462 1897.848890 883.775368 19.3996400 1982-1999 –> 2000-2009 4.7695207 1.6965745 5364.802114 1539.785283 10 14
Atlantic (27.95,28.05] 3 cstar_tref ~ nitrate + silicate + phosphate 371 3.1075830 1904.165561 496.747774 19.1653240 1982-1999 –> 2000-2009 4.8158153 1.7082323 5381.266993 1110.554756 12 17
Atlantic (27.95,28.05] 3 cstar_tref ~ sal + nitrate + phosphate 371 3.0837183 1898.445379 410.202033 14.6678196 1982-1999 –> 2000-2009 4.9621660 1.8784478 5544.053155 636.464117 11 19
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 371 2.5793528 1769.925977 230.667788 7.8816472 1982-1999 –> 2000-2009 4.9944778 2.4151250 5865.349281 358.589945 5 15
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 773 1.6282209 2961.335309 135.879174 7.0436648 2000-2009 –> 2010-2019 3.7787403 2.1505195 4596.344092 274.357497 1 2
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 773 1.6316908 2962.626548 59.846198 7.3787492 2000-2009 –> 2010-2019 3.8027150 2.1710241 4602.676603 131.773926 2 4
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate 773 1.7456395 3066.987976 558.336180 7.8860689 2000-2009 –> 2010-2019 4.2601380 2.5144985 4816.018827 1170.173705 3 6
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 773 2.3263418 3512.962143 214.702335 9.9587336 2000-2009 –> 2010-2019 4.9056947 2.5793528 5282.888120 445.370123 6 10
Atlantic (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate 773 2.1251443 3369.115192 546.386670 8.8581643 2000-2009 –> 2010-2019 4.9116851 2.7865408 5192.369896 907.003754 4 9
Atlantic (27.95,28.05] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 773 2.1710008 3404.120046 112.080474 10.2335308 2000-2009 –> 2010-2019 5.0195845 2.8485837 5245.714294 221.339206 5 11
Atlantic (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate_star 773 2.4025807 3558.815135 59.769195 9.6683800 2000-2009 –> 2010-2019 5.2619497 2.8593690 5401.213456 113.726557 8 15
Atlantic (27.95,28.05] 3 cstar_tref ~ sal + nitrate + phosphate 773 2.3312946 3512.250090 434.397712 8.2130332 2000-2009 –> 2010-2019 5.4150129 3.0837183 5410.695468 844.599745 7 15
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 773 2.5938135 3679.216666 87.025288 9.5545539 2000-2009 –> 2010-2019 5.7255130 3.1316996 5591.118335 169.919250 9 18
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + silicate 773 3.4483436 4119.463091 198.848877 10.6165569 2000-2009 –> 2010-2019 7.3380501 3.8897065 6192.199086 427.101483 12 22
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 203 0.1538839 -169.763160 488.249291 0.4657678 1982-1999 –> 2000-2009 0.3206377 0.1667539 -477.428558 648.878683 1 2
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 203 0.1836930 -99.873672 414.147635 0.7116202 1982-1999 –> 2000-2009 0.3505093 0.1668163 -409.215721 574.691040 2 4
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 203 0.2101455 -43.252787 320.160487 0.5839565 1982-1999 –> 2000-2009 0.4455922 0.2354467 -52.867848 559.855813 4 7
Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + silicate 203 0.2064469 -52.462056 387.667462 0.7118714 1982-1999 –> 2000-2009 0.4587182 0.2522713 -4.443332 547.231352 3 7
Atlantic (28.05,28.1] 3 cstar_tref ~ aou + nitrate + silicate 203 0.2120561 -43.578100 363.144304 0.6693301 1982-1999 –> 2000-2009 0.4791341 0.2670780 51.719442 522.691028 5 10
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 203 0.2379265 5.156978 273.707213 0.6294242 1982-1999 –> 2000-2009 0.5178665 0.2799400 143.092310 379.696879 7 13
Atlantic (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 203 0.2340529 -1.507482 293.124266 0.8629256 1982-1999 –> 2000-2009 0.5504138 0.3163609 242.102361 519.729659 6 14
Atlantic (28.05,28.1] 3 cstar_tref ~ nitrate + silicate + phosphate_star 203 0.2757949 63.121383 219.242151 0.9618308 1982-1999 –> 2000-2009 0.6794813 0.4036864 515.335192 324.512859 8 18
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 203 0.4026471 218.752933 281.403788 1.7105018 1982-1999 –> 2000-2009 0.7056732 0.3030262 425.155054 422.782861 9 16
Atlantic (28.05,28.1] 3 cstar_tref ~ temp + aou + nitrate 203 0.4163349 230.325303 203.617419 1.5270031 1982-1999 –> 2000-2009 0.7735154 0.3571805 576.788063 343.923317 10 19
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 428 0.1571596 -355.411245 249.120297 0.5964085 2000-2009 –> 2010-2019 0.3110434 0.1538839 -525.174405 737.369587 1 2
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 428 0.1627851 -327.306343 248.953353 0.8445185 2000-2009 –> 2010-2019 0.3464781 0.1836930 -427.180015 663.100988 2 4
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 428 0.2539388 55.324574 324.074822 0.6525164 2000-2009 –> 2010-2019 0.4640842 0.2101455 12.071787 644.235309 3 7
Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + silicate 428 0.2584956 68.548879 234.145288 1.0355195 2000-2009 –> 2010-2019 0.4649425 0.2064469 16.086824 621.812750 4 7
Atlantic (28.05,28.1] 3 cstar_tref ~ aou + nitrate + silicate 428 0.2604335 72.942412 230.577805 0.8628926 2000-2009 –> 2010-2019 0.4724896 0.2120561 29.364312 593.722109 5 10
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 428 0.2789525 133.744400 155.972568 0.7488509 2000-2009 –> 2010-2019 0.5168790 0.2379265 138.901378 429.679781 6 13
Atlantic (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 428 0.3249951 264.514239 323.364376 1.0648006 2000-2009 –> 2010-2019 0.5590480 0.2340529 263.006757 616.488643 7 13
Atlantic (28.05,28.1] 3 cstar_tref ~ nitrate + silicate + phosphate_star 428 0.3699733 373.469583 135.613040 1.2744310 2000-2009 –> 2010-2019 0.6457682 0.2757949 436.590966 354.855191 8 16
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 428 0.3878512 415.864983 224.317685 1.9891265 2000-2009 –> 2010-2019 0.7904982 0.4026471 634.617916 505.721473 9 18
Atlantic (28.05,28.1] 3 cstar_tref ~ temp + aou + nitrate 428 0.4344630 511.011666 210.350086 2.3874970 2000-2009 –> 2010-2019 0.8507979 0.4163349 741.336969 413.967505 10 20
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 309 0.1605368 -239.561500 694.415241 0.5932819 1982-1999 –> 2000-2009 0.3364750 0.1759382 -560.816719 822.462007 1 2
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + silicate 309 0.1615110 -237.822389 689.540927 0.5012650 1982-1999 –> 2000-2009 0.3376888 0.1761778 -559.646434 790.174992 2 4
Atlantic (28.1,28.15] 4 cstar_tref ~ temp + aou + nitrate + silicate 309 0.1982228 -111.244754 570.767701 1.0099854 1982-1999 –> 2000-2009 0.4158831 0.2176603 -210.631822 663.102885 3 6
Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + silicate 309 0.2664609 69.581944 456.693318 0.6941683 1982-1999 –> 2000-2009 0.5725235 0.3060625 326.773182 545.009699 4 8
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 309 0.3467641 236.373676 841.760638 1.3270235 1982-1999 –> 2000-2009 0.6876801 0.3409160 611.019649 1170.537736 6 11
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + nitrate 309 0.3466601 234.188314 556.446309 1.9529092 1982-1999 –> 2000-2009 0.6991120 0.3524519 641.842663 648.840373 5 11
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 309 0.3636912 263.827820 292.455666 1.4489609 1982-1999 –> 2000-2009 0.7198626 0.3561715 682.526282 353.205740 8 15
Atlantic (28.1,28.15] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 309 0.3557039 250.104282 756.523589 1.2521922 1982-1999 –> 2000-2009 0.7200447 0.3643407 692.659170 891.160461 7 15
Atlantic (28.1,28.15] 3 cstar_tref ~ temp + aou + nitrate 309 0.3985952 318.462137 546.620868 1.9107588 1982-1999 –> 2000-2009 0.7911203 0.3925250 837.402488 637.563799 9 18
Atlantic (28.1,28.15] 3 cstar_tref ~ nitrate + silicate + phosphate_star 309 0.4293943 364.459353 170.502411 1.5046781 1982-1999 –> 2000-2009 0.9576214 0.5282271 1195.765761 223.271674 10 20
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 588 0.1936235 -248.131646 300.898014 1.1778606 2000-2009 –> 2010-2019 0.3541603 0.1605368 -487.693146 995.313255 1 2
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + silicate 588 0.1992743 -216.302134 294.767437 0.8112157 2000-2009 –> 2010-2019 0.3607853 0.1615110 -454.124523 984.308364 2 4
Atlantic (28.1,28.15] 4 cstar_tref ~ temp + aou + nitrate + silicate 588 0.2293890 -50.795389 244.030907 1.9137738 2000-2009 –> 2010-2019 0.4276118 0.1982228 -162.040143 814.798608 3 6
Atlantic (28.1,28.15] 3 cstar_tref ~ aou + nitrate + silicate 588 0.3445702 425.693934 202.696274 1.1629464 2000-2009 –> 2010-2019 0.6110312 0.2664609 495.275878 659.389592 4 8
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + nitrate 588 0.3526033 454.795747 258.918922 3.3132200 2000-2009 –> 2010-2019 0.6992634 0.3466601 688.984061 815.365230 5 10
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 588 0.4238902 673.333562 627.932556 1.4367494 2000-2009 –> 2010-2019 0.7706543 0.3467641 909.707239 1469.693194 7 13
Atlantic (28.1,28.15] 3 cstar_tref ~ temp + aou + nitrate 588 0.3917518 576.610512 243.119279 3.2228494 2000-2009 –> 2010-2019 0.7903470 0.3985952 895.072650 789.740147 6 15
Atlantic (28.1,28.15] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 588 0.4384511 711.051394 446.219672 1.7949559 2000-2009 –> 2010-2019 0.7941550 0.3557039 961.155677 1202.743261 8 15
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 588 0.4489078 738.768893 167.715314 1.6216431 2000-2009 –> 2010-2019 0.8125990 0.3636912 1002.596712 460.170980 9 17
Atlantic (28.1,28.15] 3 cstar_tref ~ nitrate + silicate + phosphate_star 588 0.5682248 1013.951733 104.400410 1.9633386 2000-2009 –> 2010-2019 0.9976191 0.4293943 1378.411086 274.902821 10 20
Atlantic (28.15,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 626 0.1763408 -382.130424 744.453233 0.9499246 1982-1999 –> 2000-2009 0.3750122 0.1986713 -807.413672 1067.544459 1 2
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 626 0.2454454 29.850735 129.921170 0.7506061 1982-1999 –> 2000-2009 0.4738722 0.2284268 -86.484074 210.012664 3 5
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate 626 0.2530823 68.212255 187.110532 0.7635487 1982-1999 –> 2000-2009 0.4881243 0.2350420 15.483290 331.113902 4 7
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 626 0.2571363 88.108400 503.885338 0.7695883 1982-1999 –> 2000-2009 0.4961853 0.2390491 73.042705 795.159452 8 13
Atlantic (28.15,28.2] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 626 0.2571507 86.178493 237.945855 0.7768717 1982-1999 –> 2000-2009 0.5186102 0.2614596 268.765720 444.467297 9 15
Atlantic (28.15,28.2] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 626 0.2404519 4.116547 583.294146 1.2799491 1982-1999 –> 2000-2009 0.5238012 0.2833493 367.837027 784.195195 2 9
Atlantic (28.15,28.2] 3 cstar_tref ~ aou + nitrate + phosphate 626 0.2852763 216.131224 105.398070 1.2017625 1982-1999 –> 2000-2009 0.5239054 0.2386291 195.148062 183.910684 11 15
Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 626 0.2541967 75.713354 498.073610 1.0674701 1982-1999 –> 2000-2009 0.6637745 0.4095778 1262.332138 819.178260 5 14
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + silicate 626 0.2561878 83.481497 161.097632 1.1420792 1982-1999 –> 2000-2009 0.6751456 0.4189578 1318.549983 242.380481 6 16
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + silicate 626 0.2564450 84.738222 418.029010 1.0715327 1982-1999 –> 2000-2009 0.6905484 0.4341034 1398.928348 738.410393 7 19
Atlantic (28.15,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1346 0.2081774 -390.946789 483.697137 1.0033339 2000-2009 –> 2010-2019 0.3845183 0.1763408 -773.077213 1228.150370 1 2
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1346 0.2440933 35.511533 96.845180 0.9825592 2000-2009 –> 2010-2019 0.4895387 0.2454454 65.362268 226.766350 2 5
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1346 0.2526436 128.194532 123.212066 1.0421191 2000-2009 –> 2010-2019 0.5057259 0.2530823 196.406787 310.322598 3 7
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1346 0.2576214 180.719650 372.204254 1.0621314 2000-2009 –> 2010-2019 0.5147577 0.2571363 268.828050 876.089592 4 12
Atlantic (28.15,28.2] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 1346 0.2686253 291.316056 204.726169 1.1494195 2000-2009 –> 2010-2019 0.5257760 0.2571507 377.494549 442.672023 6 15
Atlantic (28.15,28.2] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1346 0.3091605 671.657988 406.242073 1.7222294 2000-2009 –> 2010-2019 0.5496124 0.2404519 675.774535 989.536219 7 9
Atlantic (28.15,28.2] 3 cstar_tref ~ aou + nitrate + phosphate 1346 0.2646614 251.296169 85.386008 1.3335379 2000-2009 –> 2010-2019 0.5499377 0.2852763 467.427392 190.784078 5 16
Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1346 0.3835076 1253.780608 328.676440 1.6455046 2000-2009 –> 2010-2019 0.6377043 0.2541967 1329.493962 826.750050 8 13
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + silicate 1346 0.3835125 1251.815445 107.707962 1.6486787 2000-2009 –> 2010-2019 0.6397003 0.2561878 1335.296943 268.805594 9 15
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + silicate 1346 0.3835706 1252.223445 321.383455 1.6498000 2000-2009 –> 2010-2019 0.6400157 0.2564450 1336.961667 739.412464 10 17
Atlantic (28.2, Inf] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 816 0.1441590 -833.212242 940.686105 0.4425778 1982-1999 –> 2000-2009 0.3439947 0.1998357 -1533.692786 1730.235885 1 5
Atlantic (28.2, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 816 0.1714118 -550.628730 308.047537 0.5849538 1982-1999 –> 2000-2009 0.3573481 0.1859363 -1519.577475 648.256414 4 5
Atlantic (28.2, Inf] 3 cstar_tref ~ nitrate + silicate + phosphate 816 0.1444299 -832.148953 936.125582 0.4848926 1982-1999 –> 2000-2009 0.3643345 0.2199047 -1178.247869 1653.310108 2 8
Atlantic (28.2, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate 816 0.1710057 -554.499205 307.512467 0.5965271 1982-1999 –> 2000-2009 0.3666449 0.1956392 -1334.015335 645.324868 3 5
Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate 816 0.1759510 -509.973559 275.302370 0.6383679 1982-1999 –> 2000-2009 0.3718891 0.1959381 -1285.804461 521.040268 6 9
Atlantic (28.2, Inf] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 816 0.1733273 -534.492197 638.951687 0.5638781 1982-1999 –> 2000-2009 0.3863036 0.2129763 -999.808837 973.179716 5 10
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + nitrate + phosphate 816 0.1969518 -325.960059 138.780584 0.8475077 1982-1999 –> 2000-2009 0.4636123 0.2666605 45.862255 389.285465 7 14
Atlantic (28.2, Inf] 2 cstar_tref ~ nitrate + phosphate 816 0.2112864 -213.303100 127.292887 0.9243634 1982-1999 –> 2000-2009 0.5155009 0.3042145 647.181794 344.855395 8 16
Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 816 0.3744628 726.654843 852.136630 1.8907692 1982-1999 –> 2000-2009 0.8740550 0.4995922 3440.463510 1493.438159 9 20
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + silicate 816 0.3791451 744.934857 703.898015 1.7783989 1982-1999 –> 2000-2009 0.8789770 0.4998319 3458.529447 1298.800356 10 22
Atlantic (28.2, Inf] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 1844 0.1699787 -1290.392632 632.090272 0.6100532 2000-2009 –> 2010-2019 0.3141378 0.1441590 -2123.604874 1572.776377 1 2
Atlantic (28.2, Inf] 3 cstar_tref ~ nitrate + silicate + phosphate 1844 0.1850506 -979.074743 623.224447 0.7080767 2000-2009 –> 2010-2019 0.3294805 0.1444299 -1811.223696 1559.350029 3 5
Atlantic (28.2, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1844 0.1845722 -986.621894 272.911864 0.7188209 2000-2009 –> 2010-2019 0.3559840 0.1714118 -1537.250623 580.959401 2 6
Atlantic (28.2, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1844 0.1909683 -860.983942 270.867794 0.7345403 2000-2009 –> 2010-2019 0.3619740 0.1710057 -1415.483147 578.380261 4 7
Atlantic (28.2, Inf] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 1844 0.1960934 -765.313040 289.868608 0.7503890 2000-2009 –> 2010-2019 0.3694207 0.1733273 -1299.805237 928.820295 5 10
Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate 1844 0.1962025 -763.260408 175.209985 0.7094201 2000-2009 –> 2010-2019 0.3721535 0.1759510 -1273.233967 450.512355 6 12
Atlantic (28.2, Inf] 3 cstar_tref ~ temp + nitrate + phosphate 1844 0.2382992 -46.388739 168.989663 0.8979322 2000-2009 –> 2010-2019 0.4352510 0.1969518 -372.348798 307.770247 7 14
Atlantic (28.2, Inf] 2 cstar_tref ~ nitrate + phosphate 1844 0.2691624 400.765434 135.750122 1.0086754 2000-2009 –> 2010-2019 0.4804488 0.2112864 187.462333 263.043008 8 16
Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1844 0.5151382 2800.720593 687.989876 1.4957248 2000-2009 –> 2010-2019 0.8896010 0.3744628 3527.375436 1540.126506 9 18
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + silicate 1844 0.5155320 2801.539279 620.652308 1.5039887 2000-2009 –> 2010-2019 0.8946771 0.3791451 3546.474137 1324.550322 10 20
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 242 1.4762146 889.275097 53.452514 7.3735028 1982-1999 –> 2000-2009 3.4549986 1.9787840 2849.191004 72.513758 6 7
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 242 1.4863924 892.600615 366.971871 7.3366402 1982-1999 –> 2000-2009 3.4846468 1.9982544 2861.583405 437.092033 7 9
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 242 1.4893728 893.570126 36.766441 7.3199327 1982-1999 –> 2000-2009 3.4907345 2.0013617 2863.991750 48.126106 8 11
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 242 1.3232607 836.334142 18.497833 5.6366963 1982-1999 –> 2000-2009 3.5279296 2.2046688 2896.345818 31.341932 1 5
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 242 1.5921462 923.866380 11.881532 6.9372509 1982-1999 –> 2000-2009 3.8114734 2.2193272 2988.014431 23.016673 9 14
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 242 2.2803475 1099.740936 20.352893 8.3468268 1982-1999 –> 2000-2009 5.0866332 2.8062857 3383.182028 33.871313 14 20
Indian (-Inf,26] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 242 1.3430172 843.506905 27.894131 5.3821694 1982-1999 –> 2000-2009 5.8584361 4.5154189 3567.387099 71.980456 2 9
Indian (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 242 1.3794798 856.472182 146.900589 5.2410809 1982-1999 –> 2000-2009 6.2235863 4.8441065 3645.417621 422.407785 4 12
Indian (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 242 1.3790397 856.317763 16.278167 5.2450221 1982-1999 –> 2000-2009 6.6122429 5.2332032 3716.806657 50.428815 3 13
Indian (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + silicate 242 1.3803355 854.772305 15.795082 5.2315933 1982-1999 –> 2000-2009 6.9722998 5.5919643 3774.661543 28.335421 5 16
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 171 1.4278528 621.087735 8.905198 3.4897868 2000-2009 –> 2010-2019 2.7511136 1.3232607 1457.421877 27.403031 1 2
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 171 1.6747915 675.642510 19.057906 3.8619820 2000-2009 –> 2010-2019 3.1510061 1.4762146 1564.917606 72.510421 2 8
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 171 1.7064752 682.052019 74.451558 3.9266150 2000-2009 –> 2010-2019 3.1928676 1.4863924 1574.652634 441.423429 4 11
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 171 1.7042303 681.601821 10.395968 3.9047580 2000-2009 –> 2010-2019 3.1936031 1.4893728 1575.171947 47.162410 3 11
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 171 1.7697484 692.503359 7.210325 5.0342113 2000-2009 –> 2010-2019 3.3618946 1.5921462 1616.369739 19.091857 5 14
Indian (-Inf,26] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 171 2.1400311 759.477547 32.256343 5.0777558 2000-2009 –> 2010-2019 3.4830483 1.3430172 1602.984452 60.150475 6 8
Indian (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 171 2.3113087 785.809328 192.456040 5.2246677 2000-2009 –> 2010-2019 3.6907885 1.3794798 1642.281510 339.356629 7 11
Indian (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 171 2.3763483 795.300198 23.488309 5.4188108 2000-2009 –> 2010-2019 3.7553880 1.3790397 1651.617961 39.766476 8 11
Indian (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + silicate 171 2.6479466 830.311270 8.079221 6.4100654 2000-2009 –> 2010-2019 4.0282821 1.3803355 1685.083574 23.874303 9 14
Indian (-Inf,26] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 171 3.2232072 897.545878 17.622221 7.5713053 2000-2009 –> 2010-2019 5.1875314 1.9643242 1923.083879 42.198196 10 20
Indian (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 420 1.5929742 1597.014734 23.477609 4.8639481 1982-1999 –> 2000-2009 3.3916973 1.7987232 5013.217180 37.260896 1 2
Indian (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 420 1.6011323 1601.305654 129.561707 4.9167026 1982-1999 –> 2000-2009 3.4478324 1.8467002 5062.152399 260.339304 2 4
Indian (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 420 1.6042305 1602.929520 15.315235 4.9286242 1982-1999 –> 2000-2009 3.4875220 1.8832915 5097.052922 28.141299 3 6
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 420 1.8320774 1714.486805 15.263841 6.3063671 1982-1999 –> 2000-2009 4.5427841 2.7107067 5826.273668 23.379699 4 13
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 420 2.9703278 2120.393120 31.375517 8.7419003 1982-1999 –> 2000-2009 5.0885848 2.1182570 5813.919596 43.509936 8 12
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 420 3.0039726 2129.854293 264.621209 8.9950875 1982-1999 –> 2000-2009 5.1766957 2.1727230 5866.438231 340.679692 10 15
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 420 3.0122583 2132.168017 22.520010 8.9562938 1982-1999 –> 2000-2009 5.1982656 2.1860073 5879.089880 30.352066 11 17
Indian (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 420 2.1111715 1831.592510 14.720412 5.5436544 1982-1999 –> 2000-2009 5.2877919 3.1766204 6210.379352 22.760838 5 19
Indian (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 420 2.6749446 2032.408465 14.187552 10.0417949 1982-1999 –> 2000-2009 5.4676154 2.7926708 6194.717498 26.104108 6 18
Indian (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 420 2.9865112 2122.957308 14.593015 8.2946605 1982-1999 –> 2000-2009 5.5817387 2.5952275 6158.908469 26.659412 9 16
Indian (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 301 1.1838613 969.807365 16.048382 3.7097104 2000-2009 –> 2010-2019 2.7768354 1.5929742 2566.822099 39.525991 1 2
Indian (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 301 1.2062818 981.101712 147.143782 3.8263382 2000-2009 –> 2010-2019 2.8074141 1.6011323 2582.407366 276.705489 2 4
Indian (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 301 1.2159418 985.903394 13.116132 3.8874540 2000-2009 –> 2010-2019 2.8201724 1.6042305 2588.832915 28.431367 3 6
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 301 1.7169834 1193.623493 7.186333 6.1526197 2000-2009 –> 2010-2019 3.5490608 1.8320774 2908.110297 22.450174 4 8
Indian (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 301 1.7812207 1213.734940 7.161935 6.3347668 2000-2009 –> 2010-2019 3.8923922 2.1111715 3045.327450 21.882347 5 10
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 301 2.1757720 1336.185903 11.612212 7.4488815 2000-2009 –> 2010-2019 5.1460999 2.9703278 3456.579024 42.987729 6 14
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 301 2.2140646 1346.688657 68.069733 7.6888668 2000-2009 –> 2010-2019 5.2180372 3.0039726 3476.542951 332.690942 8 18
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 301 2.2127238 1346.323996 7.506161 7.6854870 2000-2009 –> 2010-2019 5.2249821 3.0122583 3478.492013 30.026171 7 18
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 301 2.2298651 1348.969538 5.205608 7.5651025 2000-2009 –> 2010-2019 5.3125462 3.0826811 3498.549655 14.335707 9 24
Indian (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 301 2.3694072 1385.510159 11.607377 8.3692051 2000-2009 –> 2010-2019 5.3559184 2.9865112 3508.467467 26.200392 10 19
Indian (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 479 1.1840327 1535.174404 58.956539 4.4575718 1982-1999 –> 2000-2009 2.3414429 1.1574102 3953.203969 79.945379 1 2
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 479 1.1979362 1546.358116 209.080481 4.5565755 1982-1999 –> 2000-2009 2.3724617 1.1745255 3986.935208 440.645038 2 4
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 479 1.2092137 1555.334636 45.184302 4.6375761 1982-1999 –> 2000-2009 2.3998231 1.1906095 4016.802977 62.262972 3 6
Indian (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 479 1.3694155 1674.523000 38.464180 5.0459658 1982-1999 –> 2000-2009 2.8267292 1.4573137 4446.462181 54.104637 4 8
Indian (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 479 1.4394541 1720.307963 35.722833 5.1674084 1982-1999 –> 2000-2009 2.9218041 1.4823500 4516.411162 51.249113 5 10
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 479 1.8053096 1939.264484 30.999356 6.5555148 1982-1999 –> 2000-2009 3.4498199 1.6445103 4896.825950 49.082678 10 16
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 479 1.8176507 1945.791095 338.773096 6.6352472 1982-1999 –> 2000-2009 3.5010312 1.6833804 4939.235522 493.178561 12 19
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 479 1.8304806 1952.529381 29.802927 6.7292250 1982-1999 –> 2000-2009 3.5268424 1.6963618 4957.773190 42.443656 14 22
Indian (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 479 1.8164649 1943.165876 23.141087 6.5668236 1982-1999 –> 2000-2009 3.5578856 1.7414207 4986.676643 41.187520 11 20
Indian (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 479 1.7205752 1893.210080 210.747717 5.5683013 1982-1999 –> 2000-2009 3.5768877 1.8563125 5036.856990 380.028050 7 19
Indian (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 273 0.7653481 642.726633 19.085165 2.3513134 2000-2009 –> 2010-2019 1.9493808 1.1840327 2177.901037 78.041704 3 4
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 273 0.7602326 639.065008 185.423059 2.3502653 2000-2009 –> 2010-2019 1.9581688 1.1979362 2185.423124 394.503539 2 4
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 273 0.7597403 638.711343 16.101788 2.3516046 2000-2009 –> 2010-2019 1.9689540 1.2092137 2194.045980 61.286090 1 4
Indian (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 273 1.3949367 970.476019 15.280143 3.9139084 2000-2009 –> 2010-2019 2.7643522 1.3694155 2644.999018 53.744323 4 8
Indian (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 273 1.7014756 1076.937173 15.247699 6.4375938 2000-2009 –> 2010-2019 3.1409296 1.4394541 2797.245136 50.970532 15 20
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 273 1.4757129 1001.211529 15.774726 6.0899641 2000-2009 –> 2010-2019 3.2810225 1.8053096 2940.476013 46.774082 5 15
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 273 1.4917855 1007.126108 124.233249 6.1164141 2000-2009 –> 2010-2019 3.3094363 1.8176507 2952.917203 463.006345 6 18
Indian (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 273 1.5052743 1010.040878 15.706266 6.4696462 2000-2009 –> 2010-2019 3.3217392 1.8164649 2953.206754 38.847353 8 19
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 273 1.4941505 1007.991012 11.093145 6.1249230 2000-2009 –> 2010-2019 3.3246311 1.8304806 2960.520393 40.896072 7 21
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 273 1.5394194 1022.287738 122.930916 6.5981862 2000-2009 –> 2010-2019 3.3718983 1.8324789 2973.862378 320.304660 11 26
Indian (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 839 1.0847254 2531.445399 59.633816 3.9245367 1982-1999 –> 2000-2009 2.2846937 1.1999682 5658.243577 81.916749 1 5
Indian (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 839 1.1760114 2667.030551 86.580526 4.1688747 1982-1999 –> 2000-2009 2.2962734 1.1202620 5660.212764 123.234516 2 3
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 839 1.1847889 2679.508282 233.584517 4.2165513 1982-1999 –> 2000-2009 2.3079862 1.1231973 5677.777391 477.515639 3 5
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 839 1.1956495 2694.819972 69.561887 4.2605343 1982-1999 –> 2000-2009 2.3245574 1.1289079 5702.947798 97.312771 4 7
Indian (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 839 1.2204871 2727.320469 51.469356 4.2797430 1982-1999 –> 2000-2009 2.4216214 1.2011343 5854.006792 68.609501 5 10
Indian (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 839 1.3330131 2877.306275 266.818903 4.8390693 1982-1999 –> 2000-2009 2.8182434 1.4852304 6418.710632 411.616024 7 13
Indian (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 839 1.3580110 2908.482256 41.085281 4.6204414 1982-1999 –> 2000-2009 2.9546239 1.5966129 6590.466155 65.961559 10 18
Indian (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 839 1.3439377 2891.002232 63.255685 5.2749958 1982-1999 –> 2000-2009 2.9820032 1.6380655 6622.813762 90.626168 8 19
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 839 1.3605606 2911.629672 370.137805 4.6229581 1982-1999 –> 2000-2009 2.9870464 1.6264859 6629.650135 617.069269 11 21
Indian (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 839 1.4127433 2972.783966 50.712029 4.7109867 1982-1999 –> 2000-2009 2.9987091 1.5859657 6639.760667 124.953350 15 22
Indian (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 374 1.0469969 1109.718650 26.727430 4.2678387 2000-2009 –> 2010-2019 2.1317223 1.0847254 3641.164049 86.361246 4 5
Indian (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 374 1.0048678 1078.998305 48.235426 4.4680626 2000-2009 –> 2010-2019 2.1808792 1.1760114 3746.028856 134.815952 3 5
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 374 0.9973373 1073.371695 284.732099 4.4799404 2000-2009 –> 2010-2019 2.1821262 1.1847889 3752.879976 518.316616 2 5
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 374 0.9919117 1069.291398 36.911048 4.4924074 2000-2009 –> 2010-2019 2.1875613 1.1956495 3764.111369 106.472936 1 5
Indian (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 374 1.0894916 1137.477997 22.512908 4.2442451 2000-2009 –> 2010-2019 2.3099788 1.2204871 3864.798465 73.982264 5 10
Indian (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 374 1.2396658 1236.067705 165.212180 4.2665794 2000-2009 –> 2010-2019 2.5726789 1.3330131 4113.373980 432.031084 6 13
Indian (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 374 1.3535031 1301.782713 27.997870 3.6033599 2000-2009 –> 2010-2019 2.7115140 1.3580110 4210.264969 69.083151 7 17
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 374 1.3605831 1305.685212 286.551727 3.6298027 2000-2009 –> 2010-2019 2.7211437 1.3605606 4217.314884 656.689532 9 20
Indian (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 374 1.3813620 1317.022367 31.919400 4.8017140 2000-2009 –> 2010-2019 2.7252998 1.3439377 4208.024599 95.175085 12 20
Indian (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 374 1.3984209 1324.203088 12.366110 3.7722057 2000-2009 –> 2010-2019 2.7711267 1.3727058 4248.745157 40.128405 13 25
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 682 1.3749424 2383.745939 67.488954 5.8119993 1982-1999 –> 2000-2009 2.7387835 1.3638411 5679.850213 108.553231 4 8
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 682 1.2681375 2273.449430 911.399924 5.0430042 1982-1999 –> 2000-2009 2.7513858 1.4832483 5728.851811 1136.059734 1 14
Indian (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 682 1.4159040 2423.787961 123.659400 3.8326613 1982-1999 –> 2000-2009 2.7852952 1.3693912 5727.600455 196.337219 6 11
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 682 1.4224561 2430.085301 99.508262 4.0155837 1982-1999 –> 2000-2009 2.8096773 1.3872212 5758.451025 154.837790 7 15
Indian (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 682 1.2742082 2279.963462 63.875581 5.2567732 1982-1999 –> 2000-2009 2.8234058 1.5491976 5817.933826 110.170453 2 19
Indian (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 682 1.6582262 2639.273048 258.412439 5.8386509 1982-1999 –> 2000-2009 2.9939520 1.3357259 5895.841684 337.497276 12 13
Indian (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 682 1.6646111 2644.515024 837.563453 5.8538388 1982-1999 –> 2000-2009 3.0057036 1.3410925 5908.694095 1473.665194 13 15
Indian (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 682 1.5081065 2507.838274 688.436458 3.7673254 1982-1999 –> 2000-2009 3.0106447 1.5025381 5985.765216 911.638831 8 23
Indian (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 682 1.6738017 2652.025133 208.303683 5.8767912 1982-1999 –> 2000-2009 3.0200439 1.3462422 5923.478495 269.881452 15 18
Indian (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 682 1.3151799 2323.131922 109.492483 5.1256663 1982-1999 –> 2000-2009 3.0231315 1.7079517 6046.266778 149.958802 3 24
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 380 1.3664608 1329.683567 257.445297 3.9780634 2000-2009 –> 2010-2019 2.6345984 1.2681375 3603.132997 1168.845221 13 14
Indian (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 380 1.3921603 1343.844392 35.766199 4.0100616 2000-2009 –> 2010-2019 2.6663686 1.2742082 3623.807855 99.641781 17 19
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 380 1.3358035 1312.438357 37.312097 4.1587347 2000-2009 –> 2010-2019 2.7107459 1.3749424 3696.184296 104.801051 2 6
Indian (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 380 1.3352421 1312.118901 56.492303 3.9955666 2000-2009 –> 2010-2019 2.7511461 1.4159040 3735.906862 180.151703 1 7
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 380 1.3368899 1313.056211 42.538497 4.0489719 2000-2009 –> 2010-2019 2.7593460 1.4224561 3743.141512 142.046760 3 10
Indian (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 380 1.4778079 1389.218781 41.842943 4.5759685 2000-2009 –> 2010-2019 2.7929878 1.3151799 3712.350703 151.335426 21 24
Indian (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 380 1.3704532 1329.900822 219.266129 4.1799403 2000-2009 –> 2010-2019 2.8785598 1.5081065 3837.739096 907.702586 14 22
Indian (27,27.25] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 380 1.5376979 1417.410971 32.824558 5.0631969 2000-2009 –> 2010-2019 2.9191845 1.3814866 3805.633564 84.629282 23 28
Indian (27,27.25] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 380 1.3997984 1346.002745 14.027745 4.3080564 2000-2009 –> 2010-2019 2.9205123 1.5207139 3865.196290 42.841692 18 28
Indian (27,27.25] 4 cstar_tref ~ sal + temp + nitrate + phosphate 380 1.4848918 1390.853112 8.990455 4.7270765 2000-2009 –> 2010-2019 2.9960018 1.5111100 3901.405148 28.943404 22 31
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 686 1.5607206 2571.526243 809.915915 4.2346997 1982-1999 –> 2000-2009 2.7517928 1.1910721 6541.318965 988.329500 1 3
Indian (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 686 1.5765960 2585.411484 151.315813 4.6326617 1982-1999 –> 2000-2009 2.7577922 1.1811962 6534.538636 205.167296 3 4
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 686 1.5636499 2574.098912 537.010178 4.2105626 1982-1999 –> 2000-2009 2.7758546 1.2122047 6587.542359 688.526848 2 8
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 686 1.6013166 2606.757133 178.463052 5.0311778 1982-1999 –> 2000-2009 2.8019763 1.2006597 6596.448846 241.581624 4 7
Indian (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 686 1.6290838 2628.344072 822.015195 5.4593364 1982-1999 –> 2000-2009 2.8402164 1.2111325 6637.591285 1131.198011 7 12
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 686 1.6424274 2641.536109 152.284897 4.9326171 1982-1999 –> 2000-2009 2.8453350 1.2029077 6635.870399 207.784333 10 14
Indian (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 686 1.6296406 2628.812906 51.079783 5.4620379 1982-1999 –> 2000-2009 2.8465894 1.2169488 6649.950887 80.124983 8 17
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 686 1.6264484 2626.122727 50.099361 5.3955083 1982-1999 –> 2000-2009 2.8650928 1.2386444 6691.119769 61.559338 6 19
Indian (27.25,27.5] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 686 1.6135697 2615.215572 60.511942 5.1875722 1982-1999 –> 2000-2009 2.8893803 1.2758107 6753.590993 110.293293 5 24
Indian (27.25,27.5] 3 cstar_tref ~ sal + nitrate + phosphate 686 1.6297381 2626.894995 44.180304 5.4656199 1982-1999 –> 2000-2009 2.9065692 1.2768311 6765.254890 54.508410 9 29
Indian (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 440 1.3140582 1503.011695 53.328514 3.8298580 2000-2009 –> 2010-2019 2.8906542 1.5765960 4088.423179 204.644327 2 5
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 440 1.3090437 1499.647146 70.330014 3.5355649 2000-2009 –> 2010-2019 2.9103602 1.6013166 4106.404279 248.793066 1 5
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 440 1.3710746 1540.389372 204.492023 4.3362883 2000-2009 –> 2010-2019 2.9317953 1.5607206 4111.915615 1014.407938 5 6
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 440 1.3859638 1549.894191 169.292473 4.3680508 2000-2009 –> 2010-2019 2.9496137 1.5636499 4123.993103 706.302651 9 11
Indian (27.25,27.5] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 440 1.3691462 1537.150795 52.796353 3.9434545 2000-2009 –> 2010-2019 2.9827159 1.6135697 4152.366367 113.308295 4 9
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 440 1.3583177 1532.163242 55.034570 4.4642453 2000-2009 –> 2010-2019 3.0007451 1.6424274 4173.699350 207.319466 3 13
Indian (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 440 1.3836325 1546.412729 279.629910 4.1715629 2000-2009 –> 2010-2019 3.0127163 1.6290838 4174.756801 1101.645105 6 13
Indian (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 440 1.3853765 1547.521191 37.539089 4.1670550 2000-2009 –> 2010-2019 3.0150171 1.6296406 4176.334096 88.618872 8 16
Indian (27.25,27.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 440 1.3916902 1551.522638 27.445138 4.1244732 2000-2009 –> 2010-2019 3.0181386 1.6264484 4177.645365 77.544499 13 19
Indian (27.25,27.5] 3 cstar_tref ~ sal + nitrate + phosphate 440 1.3981085 1553.571759 27.437478 4.0314273 2000-2009 –> 2010-2019 3.0278467 1.6297381 4180.466754 71.617783 14 23
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 964 1.1259031 2978.346215 385.034590 6.4297400 1982-1999 –> 2000-2009 2.0645662 0.9386632 6679.686842 482.337397 1 5
Indian (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 964 1.1620345 3039.245821 578.013960 6.0489357 1982-1999 –> 2000-2009 2.0922127 0.9301781 6715.887286 1003.626633 3 6
Indian (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 964 1.1560426 3029.278600 404.369015 6.7847229 1982-1999 –> 2000-2009 2.1121661 0.9561234 6780.749786 535.720156 2 12
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 964 1.2207341 3134.257784 971.919412 5.5001572 1982-1999 –> 2000-2009 2.1187837 0.8980496 6715.289026 1459.487316 7 8
Indian (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 964 1.1682700 3049.563833 544.089942 6.0960573 1982-1999 –> 2000-2009 2.1234693 0.9551993 6798.404630 910.794065 4 13
Indian (27.5,27.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 964 1.2110509 3116.903352 384.901958 6.1277381 1982-1999 –> 2000-2009 2.1566384 0.9455875 6836.235209 434.414551 5 12
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 964 1.2406961 3165.530219 664.427095 5.3854613 1982-1999 –> 2000-2009 2.1604845 0.9197884 6811.619333 1126.288085 11 13
Indian (27.5,27.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 964 1.2334971 3152.310687 523.791471 5.4277395 1982-1999 –> 2000-2009 2.1764927 0.9429956 6864.176749 842.166280 8 14
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 964 1.2401936 3162.749228 356.728128 5.5846741 1982-1999 –> 2000-2009 2.1788974 0.9387038 6862.207520 411.907147 9 14
Indian (27.5,27.75] 3 cstar_tref ~ temp + nitrate + phosphate 964 1.2402315 3160.808186 302.362020 5.5974978 1982-1999 –> 2000-2009 2.1899241 0.9496926 6889.923008 318.684680 10 18
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 562 1.2223051 1834.516947 170.001888 4.3438915 2000-2009 –> 2010-2019 2.3482081 1.1259031 4812.863162 555.036478 1 2
Indian (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 562 1.2443303 1854.590476 239.950104 4.6503754 2000-2009 –> 2010-2019 2.4003729 1.1560426 4883.869076 644.319119 3 5
Indian (27.5,27.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 562 1.2248593 1834.863270 149.631333 4.3927987 2000-2009 –> 2010-2019 2.4359102 1.2110509 4951.766622 534.533291 2 5
Indian (27.5,27.75] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 562 1.2443405 1852.599695 154.579688 4.6496321 2000-2009 –> 2010-2019 2.4958708 1.2515303 5032.892802 531.530454 4 12
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 562 1.2719500 1877.266387 105.864428 5.1489579 2000-2009 –> 2010-2019 2.5121436 1.2401936 5040.015616 462.592556 7 13
Indian (27.5,27.75] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 562 1.2734795 1878.617209 118.470142 5.0997910 2000-2009 –> 2010-2019 2.5356689 1.2621894 5075.261277 436.112343 8 17
Indian (27.5,27.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 562 1.3058638 1906.842870 959.352019 5.6724335 2000-2009 –> 2010-2019 2.5393609 1.2334971 5059.153557 1483.143491 10 15
Indian (27.5,27.75] 3 cstar_tref ~ temp + nitrate + phosphate 562 1.3059964 1904.957024 102.040999 5.6713996 2000-2009 –> 2010-2019 2.5462280 1.2402315 5065.765210 404.403019 11 18
Indian (27.5,27.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 562 1.2649496 1871.063210 209.859148 4.8044929 2000-2009 –> 2010-2019 2.5495394 1.2845898 5101.623908 647.326641 5 19
Indian (27.5,27.75] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 562 1.3082701 1906.912139 92.275410 5.7306298 2000-2009 –> 2010-2019 2.5721960 1.2639259 5104.206959 367.964310 12 24
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 377 0.9920457 1077.858135 787.324980 2.4236432 1982-1999 –> 2000-2009 2.1164918 1.1244460 2846.231707 1051.264589 1 2
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 377 1.3286037 1296.112594 775.969309 4.9016402 1982-1999 –> 2000-2009 2.7110971 1.3824934 3298.421261 848.781861 9 11
Indian (27.75,27.85] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 377 1.2944939 1276.501992 437.190998 3.4672935 1982-1999 –> 2000-2009 2.9739674 1.6794735 3501.034348 483.235451 7 10
Indian (27.75,27.85] 3 cstar_tref ~ temp + nitrate + phosphate_star 377 1.3718994 1318.291586 307.210381 4.2032236 1982-1999 –> 2000-2009 3.2132005 1.8413011 3645.878896 334.316536 13 17
Indian (27.75,27.85] 3 cstar_tref ~ aou + nitrate + silicate 377 1.1066540 1156.290794 264.932944 2.8718133 1982-1999 –> 2000-2009 3.2300814 2.1234274 3646.680533 289.171845 4 9
Indian (27.75,27.85] 2 cstar_tref ~ aou + nitrate 377 1.1557336 1187.010051 108.663718 3.2576499 1982-1999 –> 2000-2009 3.5164157 2.3606821 3796.359459 125.387903 5 11
Indian (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 377 1.0522265 1120.264593 225.104095 2.5183722 1982-1999 –> 2000-2009 4.5074876 3.4552611 4168.655952 360.618068 2 9
Indian (27.75,27.85] 3 cstar_tref ~ sal + nitrate + phosphate_star 377 1.3512585 1306.861109 76.748003 4.5998710 1982-1999 –> 2000-2009 5.5957637 4.2445052 4588.192939 94.752949 12 20
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + silicate 377 1.0891987 1146.303121 209.573768 2.7148879 1982-1999 –> 2000-2009 6.3303523 5.2411536 4670.501459 451.313875 3 12
Indian (27.75,27.85] 3 cstar_tref ~ sal + nitrate + silicate 377 1.1621454 1193.181532 95.189418 3.1411199 1982-1999 –> 2000-2009 6.5016546 5.3395092 4736.612071 110.432943 6 17
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 265 0.9433014 735.101652 420.609220 2.4082531 2000-2009 –> 2010-2019 1.9353472 0.9920457 1812.959787 1207.934201 1 2
Indian (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 265 1.4016788 943.002862 300.549626 5.6287899 2000-2009 –> 2010-2019 2.4539053 1.0522265 2063.267455 525.653721 2 4
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 265 1.4142097 947.719964 182.650613 3.2502389 2000-2009 –> 2010-2019 2.7428134 1.3286037 2243.832558 958.619921 3 12
Indian (27.75,27.85] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 265 1.4614659 965.140623 197.789962 3.6582997 2000-2009 –> 2010-2019 2.7559598 1.2944939 2241.642615 634.980960 4 11
Indian (27.75,27.85] 3 cstar_tref ~ aou + nitrate + silicate 265 1.7216243 1049.969567 161.247813 4.5181447 2000-2009 –> 2010-2019 2.8282783 1.1066540 2206.260362 426.180758 6 10
Indian (27.75,27.85] 3 cstar_tref ~ temp + nitrate + phosphate_star 265 1.4615821 963.182764 182.266694 3.6412073 2000-2009 –> 2010-2019 2.8334815 1.3718994 2281.474351 489.477075 5 18
Indian (27.75,27.85] 2 cstar_tref ~ aou + nitrate 265 1.7221204 1048.122265 64.686313 4.4676798 2000-2009 –> 2010-2019 2.8778539 1.1557336 2235.132315 173.350031 7 12
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + silicate 265 2.2566520 1195.395039 400.754942 6.4921485 2000-2009 –> 2010-2019 3.3458507 1.0891987 2341.698160 610.328711 8 11
Indian (27.75,27.85] 3 cstar_tref ~ sal + nitrate + silicate 265 2.3261820 1209.478409 37.637657 6.5632885 2000-2009 –> 2010-2019 3.4883273 1.1621454 2402.659941 132.827076 9 15
Indian (27.75,27.85] 3 cstar_tref ~ temp + nitrate + silicate 265 2.3589927 1216.901820 45.824332 6.6673316 2000-2009 –> 2010-2019 3.7075351 1.3485424 2522.245814 154.921993 10 21
Indian (27.85,27.95] 3 cstar_tref ~ temp + aou + nitrate 459 0.7982977 1105.784311 842.001167 2.0625049 1982-1999 –> 2000-2009 1.4458683 0.6475706 2306.921641 918.208124 1 2
Indian (27.85,27.95] 3 cstar_tref ~ sal + aou + nitrate 459 0.9700038 1284.627635 939.671114 2.6698253 1982-1999 –> 2000-2009 2.4064482 1.4364444 3449.770049 1032.451295 7 9
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 459 0.8280903 1143.420402 522.664019 2.3261848 1982-1999 –> 2000-2009 2.4136804 1.5855901 3432.093535 767.486477 2 5
Indian (27.85,27.95] 3 cstar_tref ~ aou + nitrate + silicate 459 0.9888503 1302.292699 172.810993 2.6181997 1982-1999 –> 2000-2009 2.7425643 1.7537140 3708.908665 226.932984 8 12
Indian (27.85,27.95] 2 cstar_tref ~ aou + nitrate 459 1.0117134 1321.276017 118.228517 2.4523199 1982-1999 –> 2000-2009 2.9233018 1.9115884 3830.192415 160.734886 12 17
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 459 0.9696473 1286.290130 240.121185 2.5068581 1982-1999 –> 2000-2009 3.3233928 2.3537455 4050.975323 317.570875 6 12
Indian (27.85,27.95] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 459 1.0238313 1336.206063 149.101350 2.7232743 1982-1999 –> 2000-2009 3.8329501 2.8091188 4314.895399 227.035601 13 20
Indian (27.85,27.95] 3 cstar_tref ~ temp + nitrate + phosphate_star 459 1.0313087 1340.886226 116.930610 2.7513974 1982-1999 –> 2000-2009 4.0704517 3.0391430 4412.808288 191.318488 14 22
Indian (27.85,27.95] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 459 0.8347170 1148.737332 307.685134 2.1954231 1982-1999 –> 2000-2009 4.1553403 3.3206234 4329.837516 552.507023 3 12
Indian (27.85,27.95] 3 cstar_tref ~ sal + nitrate + phosphate_star 459 0.9997112 1312.320457 39.547798 3.1632232 1982-1999 –> 2000-2009 4.6492628 3.6495516 4605.707291 70.541260 10 20
Indian (27.85,27.95] 3 cstar_tref ~ temp + aou + nitrate 270 0.7692938 634.594383 308.764062 2.9875249 2000-2009 –> 2010-2019 1.5675915 0.7982977 1740.378694 1150.765229 1 2
Indian (27.85,27.95] 3 cstar_tref ~ sal + aou + nitrate 270 1.1396513 846.816857 223.902151 2.4861707 2000-2009 –> 2010-2019 2.1096551 0.9700038 2131.444492 1163.573265 2 9
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 270 1.2906491 918.005250 513.707822 3.9883965 2000-2009 –> 2010-2019 2.1187394 0.8280903 2061.425652 1036.371841 3 5
Indian (27.85,27.95] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 270 1.4531769 980.052966 506.856170 4.4329941 2000-2009 –> 2010-2019 2.2878939 0.8347170 2128.790298 814.541304 6 9
Indian (27.85,27.95] 3 cstar_tref ~ aou + nitrate + silicate 270 1.3320722 931.064136 155.660525 3.5642537 2000-2009 –> 2010-2019 2.3209226 0.9888503 2233.356835 328.471518 4 12
Indian (27.85,27.95] 2 cstar_tref ~ aou + nitrate 270 1.3549321 938.252518 95.813468 3.7390861 2000-2009 –> 2010-2019 2.3666455 1.0117134 2259.528535 214.041986 5 17
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + silicate 270 1.7664696 1085.477623 244.005050 5.6683595 2000-2009 –> 2010-2019 2.6255215 0.8590519 2260.595191 443.421555 8 12
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 270 1.7541302 1081.692300 138.474288 4.8993181 2000-2009 –> 2010-2019 2.7237775 0.9696473 2367.982430 378.595473 7 13
Indian (27.85,27.95] 3 cstar_tref ~ sal + nitrate + silicate 270 1.8069069 1095.699709 28.589277 5.7579705 2000-2009 –> 2010-2019 2.7722016 0.9652947 2375.859831 91.554506 11 16
Indian (27.85,27.95] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 270 1.7795826 1089.471383 139.144110 4.7758288 2000-2009 –> 2010-2019 2.8034139 1.0238313 2425.677446 288.245460 9 22
Indian (27.95,28.05] 3 cstar_tref ~ temp + aou + nitrate 489 0.5863745 875.668800 619.843997 1.7228428 1982-1999 –> 2000-2009 1.2722064 0.6858319 2437.974286 679.866811 1 2
Indian (27.95,28.05] 2 cstar_tref ~ nitrate + phosphate 489 0.8922162 1284.184138 983.762992 3.0282406 1982-1999 –> 2000-2009 1.6446376 0.7524214 2982.558941 1027.687711 13 15
Indian (27.95,28.05] 3 cstar_tref ~ aou + nitrate + silicate 489 0.7765930 1150.445462 185.221736 2.2231837 1982-1999 –> 2000-2009 2.0806611 1.3040681 3670.242004 230.512435 5 8
Indian (27.95,28.05] 3 cstar_tref ~ sal + aou + nitrate 489 0.7993941 1178.746485 426.864371 2.8774423 1982-1999 –> 2000-2009 2.3145575 1.5151634 3922.094562 489.494472 6 10
Indian (27.95,28.05] 2 cstar_tref ~ aou + nitrate 489 0.9657600 1361.648442 147.881701 2.6362378 1982-1999 –> 2000-2009 2.5477285 1.5819685 4167.285139 185.991412 15 20
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 489 0.7257130 1088.174444 717.608313 2.3200094 1982-1999 –> 2000-2009 3.3196220 2.5939090 4636.610190 1133.586412 2 8
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 489 0.7520220 1121.001965 76.272103 2.9259762 1982-1999 –> 2000-2009 3.4699099 2.7178879 4737.004438 125.320126 4 11
Indian (27.95,28.05] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 489 0.7263522 1087.035424 64.251291 2.4115942 1982-1999 –> 2000-2009 3.5630285 2.8366764 4766.777110 116.221130 3 11
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + silicate 489 0.8079032 1191.101753 148.240564 3.3243539 1982-1999 –> 2000-2009 3.9365123 3.1286091 5016.797074 247.688784 7 16
Indian (27.95,28.05] 3 cstar_tref ~ temp + nitrate + phosphate_star 489 1.0473599 1442.976481 61.899178 2.9139870 1982-1999 –> 2000-2009 4.2008488 3.1534889 5278.473955 109.635561 16 26
Indian (27.95,28.05] 3 cstar_tref ~ temp + aou + nitrate 297 0.4660488 399.351314 288.995757 2.6056037 2000-2009 –> 2010-2019 1.0524233 0.5863745 1275.020114 908.839754 1 2
Indian (27.95,28.05] 2 cstar_tref ~ nitrate + phosphate 297 0.6584986 602.680511 216.919394 2.5536483 2000-2009 –> 2010-2019 1.5507148 0.8922162 1886.864649 1200.682386 2 15
Indian (27.95,28.05] 3 cstar_tref ~ aou + nitrate + silicate 297 1.0234070 866.593011 158.740054 2.5566607 2000-2009 –> 2010-2019 1.8000000 0.7765930 2017.038473 343.961791 3 8
Indian (27.95,28.05] 3 cstar_tref ~ sal + aou + nitrate 297 1.1430811 932.283534 138.061721 3.1818944 2000-2009 –> 2010-2019 1.9424752 0.7993941 2111.030019 564.926092 4 10
Indian (27.95,28.05] 2 cstar_tref ~ aou + nitrate 297 1.1616835 939.872424 102.625341 3.3526537 2000-2009 –> 2010-2019 2.1274435 0.9657600 2301.520866 250.507042 5 20
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 297 1.5499100 1117.138416 358.792717 4.1189468 2000-2009 –> 2010-2019 2.2756230 0.7257130 2205.312860 1076.401030 6 8
Indian (27.95,28.05] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 297 1.5709320 1123.140917 163.203510 4.6591808 2000-2009 –> 2010-2019 2.2972842 0.7263522 2210.176341 227.454801 8 11
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 297 1.5610629 1119.397434 158.583733 4.4717873 2000-2009 –> 2010-2019 2.3130849 0.7520220 2240.399399 234.855836 7 11
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + silicate 297 1.6011703 1134.465966 186.288490 4.4923915 2000-2009 –> 2010-2019 2.4090735 0.8079032 2325.567720 334.529054 10 17
Indian (27.95,28.05] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 297 1.6130910 1138.871891 329.180835 4.3306631 2000-2009 –> 2010-2019 2.4404428 0.8273518 2353.238094 648.792688 13 21
Indian (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 227 0.3406741 167.317701 830.583968 1.3697004 1982-1999 –> 2000-2009 0.7933721 0.4526980 706.753740 944.452807 2 3
Indian (28.05,28.1] 3 cstar_tref ~ temp + aou + nitrate 227 0.3189028 135.335620 907.511624 1.2082265 1982-1999 –> 2000-2009 0.8091698 0.4902670 739.899999 1025.792624 1 3
Indian (28.05,28.1] 3 cstar_tref ~ aou + nitrate + silicate 227 0.3646688 196.218493 390.300747 1.1524475 1982-1999 –> 2000-2009 0.9129574 0.5482886 894.961869 478.530838 3 6
Indian (28.05,28.1] 3 cstar_tref ~ sal + aou + nitrate 227 0.3818637 217.136084 665.573440 1.0939539 1982-1999 –> 2000-2009 0.9809067 0.5990431 990.423210 764.742265 4 8
Indian (28.05,28.1] 2 cstar_tref ~ aou + nitrate 227 0.3829577 216.434908 308.020556 1.1112603 1982-1999 –> 2000-2009 0.9821731 0.5992154 987.964271 387.455478 5 10
Indian (28.05,28.1] 2 cstar_tref ~ nitrate + phosphate 227 0.5829099 407.164003 962.908550 1.6835036 1982-1999 –> 2000-2009 1.2521732 0.6692633 1271.781769 1075.488914 10 16
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 227 0.4130228 256.747517 591.065148 1.4322046 1982-1999 –> 2000-2009 2.3025311 1.8895082 2001.272335 867.561422 6 13
Indian (28.05,28.1] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 227 0.5301233 368.068941 481.088790 1.9357321 1982-1999 –> 2000-2009 2.4196427 1.8895194 2110.598748 715.225771 8 16
Indian (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 227 0.5246024 363.316089 100.487396 1.9500627 1982-1999 –> 2000-2009 2.4476501 1.9230477 2120.655607 135.682052 7 16
Indian (28.05,28.1] 3 cstar_tref ~ nitrate + silicate + phosphate_star 227 0.5679736 397.379217 57.430227 2.0476752 1982-1999 –> 2000-2009 2.4950182 1.9270446 2154.466966 83.914674 9 19
Indian (28.05,28.1] 3 cstar_tref ~ temp + aou + nitrate 147 0.5148821 232.005628 263.619533 2.5412287 2000-2009 –> 2010-2019 0.8337849 0.3189028 367.341248 1171.131157 2 3
Indian (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 147 0.4945580 222.165235 244.378442 1.6250268 2000-2009 –> 2010-2019 0.8352321 0.3406741 389.482936 1074.962410 1 3
Indian (28.05,28.1] 3 cstar_tref ~ aou + nitrate + silicate 147 0.6916177 318.763685 223.259478 1.6661731 2000-2009 –> 2010-2019 1.0562865 0.3646688 514.982178 613.560225 4 7
Indian (28.05,28.1] 2 cstar_tref ~ nitrate + phosphate 147 0.5233989 234.828979 237.979926 2.0623040 2000-2009 –> 2010-2019 1.1063088 0.5829099 641.992982 1200.888476 3 13
Indian (28.05,28.1] 3 cstar_tref ~ sal + aou + nitrate 147 0.7367583 337.352304 239.926031 1.5817427 2000-2009 –> 2010-2019 1.1186220 0.3818637 554.488388 905.499471 5 9
Indian (28.05,28.1] 2 cstar_tref ~ aou + nitrate 147 0.7504946 340.783219 216.249214 1.6440452 2000-2009 –> 2010-2019 1.1334523 0.3829577 557.218126 524.269770 6 11
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 147 1.1695468 477.213124 170.896910 4.1812310 2000-2009 –> 2010-2019 1.5825696 0.4130228 733.960641 761.962058 7 13
Indian (28.05,28.1] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 147 1.1705416 475.463102 158.468603 4.1467565 2000-2009 –> 2010-2019 1.7006649 0.5301233 843.532044 639.557393 8 16
Indian (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 147 1.2086453 484.880978 41.532961 3.9583602 2000-2009 –> 2010-2019 1.7332478 0.5246024 848.197068 142.020357 11 18
Indian (28.05,28.1] 3 cstar_tref ~ nitrate + silicate + phosphate_star 147 1.2086963 482.893375 27.228173 3.9513677 2000-2009 –> 2010-2019 1.7766699 0.5679736 880.272592 84.658399 12 21
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 607 0.2980760 267.157503 427.671876 1.3447457 1982-1999 –> 2000-2009 0.5973127 0.2992367 691.549375 547.827088 1 6
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 607 0.3294763 388.746978 628.731040 1.3769777 1982-1999 –> 2000-2009 0.5981881 0.2687118 605.264072 764.426248 6 7
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 607 0.3302960 391.763230 637.606010 1.3838194 1982-1999 –> 2000-2009 0.5990443 0.2687484 608.543428 1310.114128 7 9
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 607 0.3309890 394.308015 867.940728 1.3861196 1982-1999 –> 2000-2009 0.5998182 0.2688292 611.669036 1037.511971 8 11
Indian (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + silicate 607 0.3055984 295.414326 294.347345 1.1903816 1982-1999 –> 2000-2009 0.6172803 0.3116819 796.531678 410.988442 4 10
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 607 0.3534403 471.981838 604.725404 2.1027357 1982-1999 –> 2000-2009 0.6231690 0.2697288 693.797191 728.028002 9 13
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + silicate 607 0.2997878 272.109256 241.653135 1.1470650 1982-1999 –> 2000-2009 0.7062892 0.4065014 1286.374314 322.873943 3 15
Indian (28.1,28.2] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 607 0.3832662 570.334405 260.477182 2.1315445 1982-1999 –> 2000-2009 0.7412308 0.3579646 1338.938943 380.932338 11 18
Indian (28.1,28.2] 3 cstar_tref ~ aou + nitrate + silicate 607 0.3058298 294.333547 181.799519 1.1219266 1982-1999 –> 2000-2009 0.7422325 0.4364026 1443.727674 244.390324 5 18
Indian (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate 607 0.3900294 591.570245 497.927598 2.1654474 1982-1999 –> 2000-2009 0.7617487 0.3717193 1433.020691 1156.166866 12 20
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 409 0.2324618 -18.794366 129.353748 1.2625352 2000-2009 –> 2010-2019 0.5619381 0.3294763 369.952612 758.084788 1 7
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 409 0.2332388 -16.064754 398.427231 1.2629313 2000-2009 –> 2010-2019 0.5635347 0.3302960 375.698476 1036.033241 3 10
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 409 0.2341284 -12.950660 149.586595 1.2649342 2000-2009 –> 2010-2019 0.5651175 0.3309890 381.357355 1017.527323 4 12
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 409 0.2801066 133.717066 124.345575 1.8145705 2000-2009 –> 2010-2019 0.5781826 0.2980760 400.874569 552.017451 5 6
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 409 0.2331541 -18.361888 122.616772 1.2377619 2000-2009 –> 2010-2019 0.5865943 0.3534403 453.619950 727.342176 2 11
Indian (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + silicate 409 0.2930087 168.553325 124.333338 1.9507199 2000-2009 –> 2010-2019 0.5986070 0.3055984 463.967652 418.680683 6 10
Indian (28.1,28.2] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 409 0.2973426 180.563798 131.115893 1.4581091 2000-2009 –> 2010-2019 0.6806088 0.3832662 750.898204 391.593076 7 18
Indian (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate 409 0.3065737 205.572795 376.245030 1.4291742 2000-2009 –> 2010-2019 0.6966032 0.3900294 797.143040 874.172627 8 20
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + silicate 409 0.3989118 420.937589 104.167641 1.0052800 2000-2009 –> 2010-2019 0.6986996 0.2997878 693.046846 345.820776 13 16
Indian (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 409 0.3165954 231.884902 126.095694 1.4752954 2000-2009 –> 2010-2019 0.7151399 0.3985444 849.673630 372.947652 9 22
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1258 0.2499524 95.653845 202.750805 1.1629554 1982-1999 –> 2000-2009 0.4606932 0.2107407 -575.482796 275.337251 2 3
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1258 0.2499549 95.679133 202.947749 1.1657148 1982-1999 –> 2000-2009 0.4608627 0.2109078 -571.529776 427.929851 3 5
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1258 0.2499608 95.737966 256.630310 1.1669745 1982-1999 –> 2000-2009 0.4609501 0.2109893 -569.553483 343.925721 4 7
Indian (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1258 0.2492728 88.803531 884.242432 0.9823826 1982-1999 –> 2000-2009 0.4627478 0.2134750 -518.418697 1717.273166 1 5
Indian (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1258 0.2535774 129.880958 188.902704 0.9579405 1982-1999 –> 2000-2009 0.4700962 0.2165188 -409.148170 412.316212 5 10
Indian (28.2,28.3] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1258 0.2542334 138.380691 340.672374 0.9671893 1982-1999 –> 2000-2009 0.4722209 0.2179875 -365.130161 457.511619 6 12
Indian (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1258 0.2549670 145.630854 443.320247 0.9542318 1982-1999 –> 2000-2009 0.4737395 0.2187724 -340.059597 1091.285595 7 14
Indian (28.2,28.3] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 1258 0.2549814 143.773001 441.725455 0.9667599 1982-1999 –> 2000-2009 0.4741317 0.2191502 -335.362966 1054.107651 8 16
Indian (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1258 0.2559681 155.489650 251.051947 0.9407757 1982-1999 –> 2000-2009 0.4759983 0.2200303 -301.776276 338.312464 9 18
Indian (28.2,28.3] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1258 0.2923995 490.289611 541.479354 1.1007089 1982-1999 –> 2000-2009 0.5566504 0.2642509 941.001791 691.205518 10 22
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1107 0.1864161 -563.489723 73.107590 1.1072488 2000-2009 –> 2010-2019 0.4363685 0.2499524 -467.835878 275.858395 1 3
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1107 0.1867583 -559.428818 211.295333 1.1053277 2000-2009 –> 2010-2019 0.4367133 0.2499549 -463.749685 414.243082 2 5
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1107 0.1868496 -558.347001 85.284785 1.1050069 2000-2009 –> 2010-2019 0.4368104 0.2499608 -462.609035 341.915095 3 7
Indian (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1107 0.1909526 -510.256843 788.233219 1.0520932 2000-2009 –> 2010-2019 0.4402254 0.2492728 -421.453312 1672.475651 6 7
Indian (28.2,28.3] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1107 0.1903848 -516.850035 114.902066 1.0284300 2000-2009 –> 2010-2019 0.4446181 0.2542334 -378.469344 455.574440 4 10
Indian (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1107 0.1906134 -514.192475 674.104977 1.0259019 2000-2009 –> 2010-2019 0.4455805 0.2549670 -368.561621 1117.425223 5 12
Indian (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1107 0.1928781 -490.042999 209.079435 1.0801973 2000-2009 –> 2010-2019 0.4464555 0.2535774 -360.162040 397.982140 9 14
Indian (28.2,28.3] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 1107 0.1923089 -496.586470 625.965701 1.0147142 2000-2009 –> 2010-2019 0.4472903 0.2549814 -352.813468 1067.691156 8 16
Indian (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1107 0.1913445 -505.717655 81.670838 1.0174022 2000-2009 –> 2010-2019 0.4473125 0.2559681 -350.228006 332.722785 7 16
Indian (28.2,28.3] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1107 0.2172663 -224.432583 130.502502 1.1623696 2000-2009 –> 2010-2019 0.5096658 0.2923995 265.857028 671.981857 15 25
Indian (28.3, Inf] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 667 0.0634797 -1771.020878 102.819233 0.7186450 1982-1999 –> 2000-2009 0.1166317 0.0531520 -4412.459769 459.847404 1 2
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 667 0.1060729 -1086.136868 109.860451 0.7721593 1982-1999 –> 2000-2009 0.1845435 0.0784706 -3045.051882 317.626753 2 4
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 667 0.1062747 -1083.601320 75.492201 0.7667983 1982-1999 –> 2000-2009 0.1855313 0.0792566 -3025.054831 268.445891 3 6
Indian (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 667 0.1063778 -1082.307991 153.163918 0.7645335 1982-1999 –> 2000-2009 0.1858871 0.0795093 -3018.183642 380.590424 4 8
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 667 0.1063902 -1082.152459 109.633971 0.7641371 1982-1999 –> 2000-2009 0.1860652 0.0796750 -3014.380898 366.864762 5 10
Indian (28.3, Inf] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 667 0.1069648 -1076.967281 80.495480 0.7515326 1982-1999 –> 2000-2009 0.1991733 0.0922086 -2755.233335 256.891542 6 12
Indian (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 667 0.1345113 -769.282414 134.419364 0.6396827 1982-1999 –> 2000-2009 0.2275142 0.0930029 -2430.520695 521.102931 7 14
Indian (28.3, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 667 0.1370854 -745.996029 84.677174 0.5848560 1982-1999 –> 2000-2009 0.2310078 0.0939224 -2391.996617 256.932963 8 16
Indian (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 667 0.1374976 -739.990358 105.182419 0.6283841 1982-1999 –> 2000-2009 0.2339583 0.0964607 -2337.272371 415.602479 9 18
Indian (28.3, Inf] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 667 0.1382421 -732.786549 144.664757 0.6278970 1982-1999 –> 2000-2009 0.2353321 0.0970900 -2318.674752 490.060447 10 20
Indian (28.3, Inf] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 302 0.0317107 -1213.425402 544.908351 0.1206998 2000-2009 –> 2010-2019 0.0951904 0.0634797 -2984.446280 647.727584 1 2
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 302 0.0701110 -734.196952 279.691786 0.2699750 2000-2009 –> 2010-2019 0.1761839 0.1060729 -1820.333820 389.552238 3 5
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 302 0.0705515 -730.414020 270.958898 0.2764987 2000-2009 –> 2010-2019 0.1768262 0.1062747 -1814.015340 346.451099 4 7
Indian (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 302 0.0706732 -729.373335 509.703601 0.2774457 2000-2009 –> 2010-2019 0.1770510 0.1063778 -1811.681326 662.867519 5 9
Indian (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 302 0.0707636 -728.601228 388.226769 0.2791211 2000-2009 –> 2010-2019 0.1771538 0.1063902 -1810.753688 497.860740 6 11
Indian (28.3, Inf] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 302 0.0828377 -635.448182 385.685938 0.3812696 2000-2009 –> 2010-2019 0.1898024 0.1069648 -1712.415463 466.181417 19 25
Indian (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 302 0.0724412 -714.448861 445.082013 0.2442384 2000-2009 –> 2010-2019 0.2069526 0.1345113 -1483.731274 579.501376 7 14
Indian (28.3, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 302 0.0735080 -707.619138 86.352118 0.2313021 2000-2009 –> 2010-2019 0.2105934 0.1370854 -1453.615167 171.029292 8 16
Indian (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 302 0.0744038 -698.303199 398.039945 0.2561650 2000-2009 –> 2010-2019 0.2119014 0.1374976 -1438.293557 503.222363 9 18
Indian (28.3, Inf] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 302 0.0745666 -696.983324 555.137956 0.2579500 2000-2009 –> 2010-2019 0.2128087 0.1382421 -1429.769874 699.802712 10 20
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 137 1.1794326 448.008337 124.707949 4.7379745 1982-1999 –> 2000-2009 2.1183545 0.9389218 624.718196 224.200783 6 7
N_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 137 1.0897291 426.333749 434.697476 2.6789843 1982-1999 –> 2000-2009 2.1944057 1.1046765 622.552681 688.578091 1 8
N_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 137 1.0953131 427.734199 206.879194 2.7196679 1982-1999 –> 2000-2009 2.2104227 1.1151096 625.081147 542.448667 2 14
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 137 1.1161214 432.890687 223.030839 3.1440553 1982-1999 –> 2000-2009 2.2681053 1.1519840 634.141589 298.857161 3 19
N_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 137 1.1625607 444.060422 210.379436 2.8751550 1982-1999 –> 2000-2009 2.3014488 1.1388881 643.939344 427.278111 5 19
N_Atlantic (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 137 1.2116509 453.392732 69.250841 5.9679939 1982-1999 –> 2000-2009 2.3226122 1.1109612 648.292428 89.835870 7 17
N_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 137 1.1427008 437.339277 76.678008 2.7437322 1982-1999 –> 2000-2009 2.3244356 1.1817348 639.649920 97.231856 4 22
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 137 1.9141946 580.696526 474.429168 7.7536164 1982-1999 –> 2000-2009 2.8832378 0.9690432 761.195621 643.502881 15 20
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 137 1.6666558 542.753590 206.351153 4.1692904 1982-1999 –> 2000-2009 2.9996134 1.3329576 761.514240 683.895523 11 31
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 137 1.6420760 538.682559 204.086871 8.2014723 1982-1999 –> 2000-2009 3.0712736 1.4291976 765.808763 469.103462 8 31
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 26 0.3158972 27.863204 316.460562 0.5715532 2000-2009 –> 2010-2019 1.4320185 1.1161214 460.753892 539.491401 1 4
N_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 26 0.7214543 70.807516 364.642898 1.5060928 2000-2009 –> 2010-2019 1.8111834 1.0897291 497.141265 799.340374 4 5
N_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 26 0.7206677 70.750794 365.307008 1.4744828 2000-2009 –> 2010-2019 1.8159809 1.0953131 498.484992 572.186202 3 5
N_Atlantic (26.5,26.75] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 26 0.7665534 73.960560 497.704597 2.0402270 2000-2009 –> 2010-2019 1.8896107 1.1230573 508.548695 757.074264 6 10
N_Atlantic (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 26 0.7567410 73.290624 355.908865 1.6735369 2000-2009 –> 2010-2019 1.9193017 1.1625607 517.351046 566.288300 5 11
N_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 26 0.8105646 74.863542 314.508433 1.7350661 2000-2009 –> 2010-2019 1.9532654 1.1427008 512.202819 391.186441 8 13
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 26 0.7060622 69.686105 330.723863 2.2455940 2000-2009 –> 2010-2019 2.3481383 1.6420760 608.368664 534.810734 2 11
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 26 1.2310766 98.595035 452.848258 2.7762330 2000-2009 –> 2010-2019 2.4105092 1.1794326 546.603373 577.556207 17 24
N_Atlantic (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 26 1.2833228 98.756340 295.120236 2.4354287 2000-2009 –> 2010-2019 2.4949737 1.2116509 552.149072 364.371077 18 26
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 26 1.0373303 89.690624 465.177398 2.0368278 2000-2009 –> 2010-2019 2.6966375 1.6593072 631.233432 1046.962186 12 23
N_Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 215 1.4559582 785.679204 176.639463 4.9804397 1982-1999 –> 2000-2009 2.5531908 1.0972326 1839.749236 284.190187 2 7
N_Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 215 1.5125486 802.075872 136.875500 5.4480814 1982-1999 –> 2000-2009 2.5546108 1.0420622 1820.652305 284.074382 5 7
N_Atlantic (26.75,27] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 215 1.4397722 780.872075 249.773969 4.9064025 1982-1999 –> 2000-2009 2.5653736 1.1256014 1852.504188 670.714800 1 10
N_Atlantic (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 215 1.5677959 817.501979 135.905547 5.7139514 1982-1999 –> 2000-2009 2.5718668 1.0040709 1810.526780 225.481899 6 7
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 215 1.4777579 792.069744 85.925038 4.4601207 1982-1999 –> 2000-2009 2.6033190 1.1255611 1863.677234 190.872219 3 11
N_Atlantic (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 215 1.4804521 790.853010 13.186462 4.5720370 1982-1999 –> 2000-2009 2.6074971 1.1270450 1861.366944 51.733879 4 14
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 215 1.5779313 820.272889 185.176145 6.1873370 1982-1999 –> 2000-2009 2.7832749 1.2053436 1938.996667 288.448985 7 20
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + silicate 215 1.8024062 875.466258 19.522776 7.2244571 1982-1999 –> 2000-2009 3.0236786 1.2212724 2001.222548 43.393402 8 25
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 215 1.9892365 919.876444 121.352549 5.8001491 1982-1999 –> 2000-2009 3.3240499 1.3348134 2108.794723 245.598022 9 29
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 215 2.1091894 945.054169 132.276067 6.0452015 1982-1999 –> 2000-2009 3.5288439 1.4196545 2176.368368 244.771256 10 32
N_Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 101 1.5740042 392.257389 215.554462 5.4039587 2000-2009 –> 2010-2019 3.0299624 1.4559582 1177.936593 392.193925 3 5
N_Atlantic (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 101 1.5413629 388.024320 146.859245 4.8631794 2000-2009 –> 2010-2019 3.0539115 1.5125486 1190.100192 283.734745 2 7
N_Atlantic (26.75,27] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 101 1.6191968 397.975488 722.654900 4.5301242 2000-2009 –> 2010-2019 3.0589690 1.4397722 1178.847564 972.428869 6 7
N_Atlantic (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 101 1.5127418 384.238191 113.960921 4.9575347 2000-2009 –> 2010-2019 3.0805377 1.5677959 1201.740170 249.866467 1 7
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 101 1.6117346 397.042410 164.654829 4.7985193 2000-2009 –> 2010-2019 3.0894925 1.4777579 1189.112154 250.579868 5 8
N_Atlantic (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 101 1.6225809 396.397228 26.645706 4.5288015 2000-2009 –> 2010-2019 3.1030331 1.4804521 1187.250238 39.832167 7 11
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 101 1.5950755 394.943642 196.362485 7.3634325 2000-2009 –> 2010-2019 3.1730068 1.5779313 1215.216530 381.538630 4 11
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + silicate 101 1.6245825 396.646251 21.527565 7.2521348 2000-2009 –> 2010-2019 3.4269886 1.8024062 1272.112509 41.050341 8 16
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 101 1.7483125 413.473097 126.592073 4.3667851 2000-2009 –> 2010-2019 3.7375490 1.9892365 1333.349541 247.944622 9 18
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 101 1.8078019 420.232140 152.920231 4.3968796 2000-2009 –> 2010-2019 3.9169913 2.1091894 1365.286309 285.196298 11 21
N_Atlantic (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 532 1.3525107 1845.038842 114.205451 6.3029597 1982-1999 –> 2000-2009 2.1087552 0.7562445 2561.000430 242.155539 1 2
N_Atlantic (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 532 1.6752900 2072.760010 117.285908 7.1684002 1982-1999 –> 2000-2009 2.6181054 0.9428154 2924.553119 242.801503 4 6
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 532 1.5660212 2000.995179 109.108249 5.7184988 1982-1999 –> 2000-2009 2.8310568 1.2650356 3033.883058 256.385202 2 11
N_Atlantic (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 532 1.8685234 2188.908592 437.334907 6.3029143 1982-1999 –> 2000-2009 2.9534741 1.0849507 3127.200039 716.799740 6 9
N_Atlantic (27,27.25] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 532 1.8516737 2179.270260 170.697322 8.1143130 1982-1999 –> 2000-2009 3.0400333 1.1883596 3173.641918 317.383570 5 10
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 532 2.0178860 2270.732273 232.161211 6.7265924 1982-1999 –> 2000-2009 3.1650834 1.1471974 3243.388708 374.778655 8 12
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 532 2.1349243 2328.721398 75.834033 6.2748104 1982-1999 –> 2000-2009 3.3805240 1.2455997 3350.071649 203.521126 9 16
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 532 1.6482496 2055.446132 105.372011 7.0166594 1982-1999 –> 2000-2009 3.4953758 1.8471263 3321.508999 252.648148 3 29
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 532 2.4483768 2476.483086 103.899607 6.0356620 1982-1999 –> 2000-2009 3.6398957 1.1915189 3472.490204 168.523104 16 22
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 532 2.3636459 2439.009022 131.892030 6.6867346 1982-1999 –> 2000-2009 3.7736902 1.4100443 3538.745772 274.434966 13 25
N_Atlantic (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 290 1.0719178 877.264970 600.513130 4.8177774 2000-2009 –> 2010-2019 2.4244285 1.3525107 2722.303812 714.718581 2 3
N_Atlantic (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 290 1.1384833 912.208564 596.086161 5.2846704 2000-2009 –> 2010-2019 2.8137733 1.6752900 2984.968574 713.372069 6 10
N_Atlantic (27,27.25] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 290 1.4124324 1037.266076 604.375231 5.8660491 2000-2009 –> 2010-2019 3.2641060 1.8516737 3216.536336 775.072553 9 14
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 290 1.8560151 1195.674776 628.650301 5.7930937 2000-2009 –> 2010-2019 3.4220363 1.5660212 3196.669955 737.758550 18 20
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 290 1.4779745 1063.574421 678.597797 5.1756943 2000-2009 –> 2010-2019 3.6254873 2.1475128 3400.551224 813.188067 11 21
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 290 1.0794793 881.342047 218.705795 5.0808414 2000-2009 –> 2010-2019 3.6594970 2.5800177 3413.547873 365.152959 3 22
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 290 1.7387553 1157.822655 651.924309 6.1343938 2000-2009 –> 2010-2019 3.7566413 2.0178860 3428.554929 884.085520 16 24
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 290 2.1122756 1270.688534 675.006554 7.7036771 2000-2009 –> 2010-2019 3.7605251 1.6482496 3326.134666 780.378565 23 26
N_Atlantic (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 290 1.1109798 898.024884 774.250429 5.3143909 2000-2009 –> 2010-2019 3.7799220 2.6689422 3466.285373 1149.988483 4 28
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 290 1.3352772 1004.684907 219.161928 4.6622185 2000-2009 –> 2010-2019 3.7836540 2.4483768 3481.167992 323.061535 8 24
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1220 1.9836979 5147.519035 111.694859 6.3429752 1982-1999 –> 2000-2009 3.3220154 1.3383175 7644.949784 504.142384 1 2
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1220 2.3438733 5554.613801 114.822649 9.2906759 1982-1999 –> 2000-2009 3.7638006 1.4199273 8137.991991 516.316300 2 5
N_Atlantic (27.25,27.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1220 2.6561522 5859.793679 115.780613 12.1147638 1982-1999 –> 2000-2009 4.2422743 1.5861220 8603.888493 701.441615 5 13
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + phosphate + phosphate_star 1220 2.4544314 5667.074174 393.484635 17.4333509 1982-1999 –> 2000-2009 4.3740386 1.9196072 8688.252009 1223.615073 3 14
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1220 2.6305591 5836.169295 115.806813 8.8533996 1982-1999 –> 2000-2009 4.6159569 1.9853977 8906.277600 317.699745 4 17
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1220 3.1973657 6312.288512 67.410377 12.5332538 1982-1999 –> 2000-2009 4.6892327 1.4918670 8967.428465 142.060611 10 14
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1220 3.3667503 6438.243100 71.146992 15.1241500 1982-1999 –> 2000-2009 4.7227754 1.3560251 8954.759586 149.181433 14 16
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1220 3.2099318 6321.859233 140.101744 13.6591922 1982-1999 –> 2000-2009 4.7543412 1.5444094 9027.257577 665.029263 11 16
N_Atlantic (27.25,27.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1220 3.2101528 6320.027219 48.200580 13.5539408 1982-1999 –> 2000-2009 4.8334779 1.6233252 9095.786032 85.094478 12 21
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1220 3.0028086 6159.107275 101.074270 20.3674710 1982-1999 –> 2000-2009 4.9378962 1.9350876 9191.947569 531.060894 6 18
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 806 1.6066115 3065.622103 569.167960 9.0418022 2000-2009 –> 2010-2019 3.5903093 1.9836979 8213.141139 680.862819 1 2
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 806 1.6850153 3142.429600 568.735773 8.7230249 2000-2009 –> 2010-2019 4.0288886 2.3438733 8697.043401 683.558423 2 4
N_Atlantic (27.25,27.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 806 1.8384433 3282.906649 692.854326 8.1976904 2000-2009 –> 2010-2019 4.4945956 2.6561522 9142.700328 808.634938 3 7
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 806 1.9553325 3382.272025 400.082579 8.7316435 2000-2009 –> 2010-2019 4.5858916 2.6305591 9218.441321 515.889393 12 15
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 806 1.9043422 3339.677148 569.247399 10.9731422 2000-2009 –> 2010-2019 4.9071508 3.0028086 9498.784423 670.321669 7 12
N_Atlantic (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 806 1.8968281 3333.303985 717.094061 8.6948077 2000-2009 –> 2010-2019 5.1067598 3.2099318 9655.163217 857.195805 5 15
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 806 1.9493749 3377.353031 138.812236 7.9026661 2000-2009 –> 2010-2019 5.1467406 3.1973657 9689.641543 206.222613 10 19
N_Atlantic (27.25,27.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 806 1.9506662 3376.420497 54.304454 7.8898705 2000-2009 –> 2010-2019 5.1608190 3.2101528 9696.447716 102.505033 11 22
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 806 2.0217678 3434.132221 568.249026 10.9964853 2000-2009 –> 2010-2019 5.1761301 3.1543623 9711.380938 661.245010 13 21
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 806 2.1416488 3528.989429 419.678483 10.0696535 2000-2009 –> 2010-2019 5.1766903 3.0350415 9714.148685 531.423843 14 20
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2487 1.1251616 7658.367469 65.296434 8.5477527 1982-1999 –> 2000-2009 2.1781870 1.0530254 12978.313495 124.316625 1 4
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2487 1.1683467 7845.703088 435.422639 8.3781605 1982-1999 –> 2000-2009 2.2237364 1.0553898 13173.741136 880.767512 3 8
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2487 1.1662552 7836.791229 160.733456 8.2787134 1982-1999 –> 2000-2009 2.2392332 1.0729779 13224.461449 312.551264 2 8
N_Atlantic (27.5,27.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 2487 1.1684960 7844.338898 28.098821 8.3818183 1982-1999 –> 2000-2009 2.2465250 1.0780290 13246.953826 64.908524 4 12
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2487 1.2024418 7988.778516 163.328492 8.0249877 1982-1999 –> 2000-2009 2.2520316 1.0495898 13296.933961 314.352557 5 7
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2487 1.2204324 8062.647008 390.707325 8.4844889 1982-1999 –> 2000-2009 2.2532296 1.0327972 13312.610356 804.618844 6 7
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2487 1.2430899 8152.143217 52.641008 8.3944379 1982-1999 –> 2000-2009 2.2965838 1.0534939 13471.694135 109.099862 8 12
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2487 1.2230545 8073.322098 347.798131 9.2674853 1982-1999 –> 2000-2009 2.3688716 1.1458171 13697.966087 687.187124 7 19
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2487 1.2923332 8347.378797 327.421739 9.5183448 1982-1999 –> 2000-2009 2.4245409 1.1322077 13928.912357 653.448349 9 20
N_Atlantic (27.5,27.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2487 1.4325040 8857.575192 390.552228 7.8636178 1982-1999 –> 2000-2009 2.5100275 1.0775235 14258.498035 799.510425 12 19
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1958 1.0750895 5854.097128 155.007931 5.2360705 2000-2009 –> 2010-2019 2.2002511 1.1251616 13512.464597 220.304365 1 2
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1958 1.1578407 6144.479732 129.821986 6.3403112 2000-2009 –> 2010-2019 2.3240959 1.1662552 13981.270962 290.555442 4 6
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1958 1.1614664 6156.723216 476.747767 6.2195731 2000-2009 –> 2010-2019 2.3298130 1.1683467 14002.426304 912.170406 6 9
N_Atlantic (27.5,27.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 1958 1.1687489 6179.200165 30.830935 5.8547532 2000-2009 –> 2010-2019 2.3372449 1.1684960 14023.539064 58.929756 7 11
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1958 1.1500128 6117.914718 124.264429 5.4547823 2000-2009 –> 2010-2019 2.3524546 1.2024418 14106.693234 287.592921 2 7
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1958 1.1509409 6121.073784 365.817687 5.7660654 2000-2009 –> 2010-2019 2.3713733 1.2204324 14183.720792 756.525012 3 9
N_Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1958 1.1582322 6145.803759 309.244362 6.4429602 2000-2009 –> 2010-2019 2.3812867 1.2230545 14219.125857 657.042493 5 12
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1958 1.1734239 6194.833112 81.592562 6.5985142 2000-2009 –> 2010-2019 2.4165138 1.2430899 14346.976329 134.233570 8 16
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1958 1.1761409 6205.889959 242.932847 6.6701683 2000-2009 –> 2010-2019 2.4684741 1.2923332 14553.268756 570.354587 9 18
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1958 1.2434216 6423.730131 137.474843 7.8523229 2000-2009 –> 2010-2019 2.5675337 1.3241121 14891.941767 199.794854 11 21
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 996 0.3684203 851.451869 269.866999 1.6108821 1982-1999 –> 2000-2009 0.6731547 0.3047344 1175.871520 708.075150 2 3
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 996 0.3604828 808.066130 50.867440 1.6669631 1982-1999 –> 2000-2009 0.6764286 0.3159457 1181.116644 153.352004 1 3
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 996 0.3699163 857.524328 34.680288 1.7580654 1982-1999 –> 2000-2009 0.6959502 0.3260340 1270.881047 85.750780 3 8
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + silicate 996 0.3765131 892.735030 24.944153 1.6528492 1982-1999 –> 2000-2009 0.6989757 0.3224626 1291.266568 55.598332 5 8
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 996 0.3752546 886.065471 193.398449 1.7261781 1982-1999 –> 2000-2009 0.7006513 0.3253968 1296.789101 436.095359 4 8
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate 996 0.3793556 907.717072 857.192906 1.5267941 1982-1999 –> 2000-2009 0.7055422 0.3261867 1321.704149 1674.767023 6 12
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 996 0.3837696 932.761687 61.897152 1.8229430 1982-1999 –> 2000-2009 0.7286509 0.3448813 1423.761816 204.831432 7 15
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 996 0.3842519 933.263231 55.322476 1.8329874 1982-1999 –> 2000-2009 0.7299287 0.3456768 1425.364559 165.249588 8 17
N_Atlantic (27.75,27.85] 3 cstar_tref ~ sal + aou + nitrate 996 0.4135451 1077.612125 17.511890 2.5330047 1982-1999 –> 2000-2009 0.7397600 0.3262149 1489.715746 33.955407 11 18
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 996 0.3970653 998.605776 5.455726 2.1721959 1982-1999 –> 2000-2009 0.7742739 0.3772086 1608.205115 13.102800 9 19
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 684 0.3758558 616.452046 226.712092 1.0139024 2000-2009 –> 2010-2019 0.7363387 0.3604828 1424.518176 277.579531 1 2
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 684 0.3786908 624.731750 194.016458 1.1019485 2000-2009 –> 2010-2019 0.7486071 0.3699163 1482.256078 228.696746 3 5
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + silicate 684 0.3766191 617.227131 51.218617 0.9893096 2000-2009 –> 2010-2019 0.7531322 0.3765131 1509.962161 76.162769 2 6
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 684 0.3805138 631.301364 944.091057 0.9359328 2000-2009 –> 2010-2019 0.7557684 0.3752546 1517.366836 1137.489507 4 7
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 684 0.3993014 699.230810 398.962817 1.3086993 2000-2009 –> 2010-2019 0.7830710 0.3837696 1631.992497 460.859969 6 11
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 684 0.4009779 702.962490 398.812515 1.3797907 2000-2009 –> 2010-2019 0.7852298 0.3842519 1636.225721 454.134991 8 14
N_Atlantic (27.75,27.85] 3 cstar_tref ~ sal + aou + nitrate 684 0.3810638 631.277371 16.454151 0.9889830 2000-2009 –> 2010-2019 0.7946089 0.4135451 1708.889496 33.966042 5 14
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 684 0.3993089 697.256690 19.439854 1.3128538 2000-2009 –> 2010-2019 0.7963742 0.3970653 1695.862466 24.895580 7 14
N_Atlantic (27.75,27.85] 3 cstar_tref ~ sal + nitrate + phosphate_star 684 0.4009817 700.975452 7.629342 1.3826781 2000-2009 –> 2010-2019 0.7983216 0.3973399 1698.958224 11.574544 9 17
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 684 0.4522248 867.496116 692.022319 2.0280809 2000-2009 –> 2010-2019 0.9402075 0.4879827 2276.810766 1122.868704 13 23
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 932 0.2873589 334.449796 564.738186 1.6313891 1982-1999 –> 2000-2009 0.5917116 0.3043528 621.859682 776.459791 1 2
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 932 0.2936277 374.676168 72.425504 1.5471817 1982-1999 –> 2000-2009 0.6100918 0.3164641 708.600879 114.882841 2 5
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + silicate 932 0.2936385 372.744643 42.021853 1.5417877 1982-1999 –> 2000-2009 0.6123086 0.3186702 712.949723 80.497110 3 8
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 932 0.3127384 490.209816 463.325601 2.1034200 1982-1999 –> 2000-2009 0.6206439 0.3079055 789.453585 646.672469 5 7
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 932 0.3099915 473.765501 68.674512 1.9678832 1982-1999 –> 2000-2009 0.6265205 0.3165289 805.934252 107.280162 4 8
N_Atlantic (27.85,27.95] 3 cstar_tref ~ sal + aou + nitrate 932 0.3130045 489.795140 27.891084 2.2004856 1982-1999 –> 2000-2009 0.6319595 0.3189550 829.065052 55.114955 6 12
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 932 0.3285021 583.873915 182.745479 1.7493046 1982-1999 –> 2000-2009 0.7036007 0.3750986 1120.413540 236.722234 7 14
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 932 0.3351853 619.415846 182.037068 1.8858187 1982-1999 –> 2000-2009 0.7120536 0.3768682 1159.565831 235.348965 9 17
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 932 0.3329925 607.181150 20.982839 1.6426585 1982-1999 –> 2000-2009 0.7478059 0.4148134 1261.683480 38.949901 8 17
N_Atlantic (27.85,27.95] 3 cstar_tref ~ sal + nitrate + phosphate_star 932 0.3389612 638.296260 18.615696 1.8332799 1982-1999 –> 2000-2009 0.7576027 0.4186415 1301.748591 35.275169 10 20
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 645 0.3609700 529.971885 865.159295 2.0140863 2000-2009 –> 2010-2019 0.6483289 0.2873589 864.421681 1429.897481 1 2
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 645 0.3779532 589.280184 136.622665 2.1245146 2000-2009 –> 2010-2019 0.6715809 0.2936277 963.956352 209.048169 2 4
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + silicate 645 0.3779538 587.282265 63.270397 2.1252575 2000-2009 –> 2010-2019 0.6715923 0.2936385 960.026907 105.292250 3 6
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 645 0.3884583 622.646116 865.133718 1.3210393 2000-2009 –> 2010-2019 0.7011967 0.3127384 1112.855932 1328.459319 4 9
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 645 0.3986682 656.113311 108.088887 1.4930876 2000-2009 –> 2010-2019 0.7086597 0.3099915 1129.878812 176.763400 5 9
N_Atlantic (27.85,27.95] 3 cstar_tref ~ sal + aou + nitrate 645 0.3987343 654.327164 40.076391 1.4828644 2000-2009 –> 2010-2019 0.7117388 0.3130045 1144.122304 67.967476 6 12
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 645 0.4112884 698.316671 286.490502 2.3878788 2000-2009 –> 2010-2019 0.7397905 0.3285021 1282.190586 469.235981 7 14
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 645 0.4124978 700.104268 32.023611 2.4086733 2000-2009 –> 2010-2019 0.7454903 0.3329925 1307.285418 53.006449 8 16
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 645 0.4386904 779.520691 245.318152 1.7915402 2000-2009 –> 2010-2019 0.7738758 0.3351853 1398.936537 427.355220 10 19
N_Atlantic (27.85,27.95] 3 cstar_tref ~ sal + nitrate + phosphate_star 645 0.4396096 780.220612 30.549658 1.6866613 2000-2009 –> 2010-2019 0.7785707 0.3389612 1418.516872 49.165354 11 21
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 905 0.1789639 -531.955297 486.872406 1.1404450 1982-1999 –> 2000-2009 0.4035862 0.2246223 -617.497444 1164.579610 1 2
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 905 0.1832076 -491.536272 223.967514 1.1738373 1982-1999 –> 2000-2009 0.4108218 0.2276142 -561.374607 711.720403 2 4
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 905 0.1892002 -431.279572 70.727772 1.1449978 1982-1999 –> 2000-2009 0.4497365 0.2605362 -318.367751 212.258776 3 6
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 905 0.2236531 -130.484524 49.598146 1.5426028 1982-1999 –> 2000-2009 0.4860783 0.2624252 -9.906738 160.824720 6 10
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + silicate 905 0.2154485 -198.131522 18.994896 1.0247897 1982-1999 –> 2000-2009 0.5222047 0.3067562 131.290903 63.644249 4 9
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 905 0.2232238 -131.961466 113.921061 1.4617995 1982-1999 –> 2000-2009 0.5522026 0.3289788 293.040695 309.614162 5 13
N_Atlantic (27.95,28.05] 3 cstar_tref ~ sal + aou + nitrate 905 0.3103221 460.317340 16.086966 1.5733646 1982-1999 –> 2000-2009 0.6404952 0.3301731 886.168023 53.632423 8 17
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + silicate 905 0.3583695 722.873823 13.319398 3.1978950 1982-1999 –> 2000-2009 0.6790951 0.3207255 1111.880674 47.390615 10 17
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 905 0.3076538 446.686780 24.250455 2.4264985 1982-1999 –> 2000-2009 0.6815896 0.3739358 1041.074480 80.444466 7 19
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 905 0.3417024 636.673342 104.304844 2.2436886 1982-1999 –> 2000-2009 0.6821859 0.3404835 1105.667066 274.006645 9 20
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate 627 0.1616447 -493.883335 442.819070 0.7076322 2000-2009 –> 2010-2019 0.3354166 0.1737719 -1081.126138 885.829863 1 2
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 627 0.1674346 -449.752703 259.941674 0.7423442 2000-2009 –> 2010-2019 0.3506422 0.1832076 -941.288975 483.909188 2 4
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 627 0.1768972 -378.813185 209.948250 0.7814148 2000-2009 –> 2010-2019 0.3660974 0.1892002 -810.092757 280.676022 3 6
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + silicate 627 0.1830363 -338.031967 18.620964 0.7884996 2000-2009 –> 2010-2019 0.3984848 0.2154485 -536.163489 37.615860 4 8
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 627 0.1905411 -287.641519 68.469078 0.7816359 2000-2009 –> 2010-2019 0.4141942 0.2236531 -418.126043 118.067224 5 11
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 627 0.2037247 -201.747034 363.383797 0.8467906 2000-2009 –> 2010-2019 0.4269486 0.2232238 -333.708499 477.304858 6 11
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 627 0.2193726 -110.948752 30.880538 1.0084838 2000-2009 –> 2010-2019 0.5270264 0.3076538 335.738028 55.130993 7 14
N_Atlantic (27.95,28.05] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 627 0.2322637 -39.342917 766.391361 0.9834216 2000-2009 –> 2010-2019 0.5756748 0.3434111 606.358909 1594.554887 8 18
N_Atlantic (27.95,28.05] 3 cstar_tref ~ sal + aou + nitrate 627 0.2670233 133.543163 17.917815 0.8173296 2000-2009 –> 2010-2019 0.5773454 0.3103221 593.860503 34.004781 16 24
N_Atlantic (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 627 0.2401182 2.362702 502.848664 1.0103611 2000-2009 –> 2010-2019 0.5935309 0.3534127 700.026415 1071.012152 10 21
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 476 0.1170755 -677.149983 286.759177 0.4010899 1982-1999 –> 2000-2009 0.2292171 0.1121417 -1233.787892 502.302681 1 2
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 476 0.1179684 -669.916857 376.523133 0.4134644 1982-1999 –> 2000-2009 0.2305266 0.1125582 -1223.803547 652.413182 2 4
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 476 0.1186119 -664.737487 254.715839 0.4194559 1982-1999 –> 2000-2009 0.2314253 0.1128134 -1216.944178 482.784362 3 6
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 476 0.1290129 -586.716657 114.184122 0.4418648 1982-1999 –> 2000-2009 0.2496714 0.1206585 -1091.039204 270.274949 4 8
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate 476 0.1331932 -556.358929 51.665525 0.6261213 1982-1999 –> 2000-2009 0.2761971 0.1430038 -934.610282 110.006780 5 10
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 476 0.1651107 -349.855065 196.793636 0.7537254 1982-1999 –> 2000-2009 0.3397277 0.1746170 -577.911580 416.417271 6 12
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 476 0.1775766 -280.562617 26.459449 0.7647900 1982-1999 –> 2000-2009 0.3557390 0.1781624 -493.704738 36.934057 7 14
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 476 0.1868068 -234.322128 4.573980 0.6639652 1982-1999 –> 2000-2009 0.3650026 0.1781958 -449.325135 9.044031 8 16
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 476 0.1954414 -191.305598 23.997732 1.4420010 1982-1999 –> 2000-2009 0.4173680 0.2219266 -243.466401 50.692327 9 18
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 476 0.2175519 -87.272943 43.391411 0.8680769 1982-1999 –> 2000-2009 0.4429168 0.2253649 -126.026194 78.568040 10 20
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 358 0.0823641 -757.609862 486.827515 0.2662780 2000-2009 –> 2010-2019 0.1994396 0.1170755 -1434.759844 773.586692 3 4
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 358 0.0822559 -758.550865 576.696391 0.2616776 2000-2009 –> 2010-2019 0.2002243 0.1179684 -1428.467722 953.219525 2 4
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 358 0.0822124 -758.929246 388.589112 0.2590910 2000-2009 –> 2010-2019 0.2008244 0.1186119 -1423.666733 643.304951 1 4
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 358 0.0851335 -735.930506 81.116930 0.2552312 2000-2009 –> 2010-2019 0.2141465 0.1290129 -1322.647162 195.301052 4 8
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate 358 0.0937124 -667.187587 32.554476 0.3850941 2000-2009 –> 2010-2019 0.2269057 0.1331932 -1223.546517 84.220001 5 10
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 358 0.1190663 -493.741856 518.702227 0.4704487 2000-2009 –> 2010-2019 0.2841769 0.1651107 -843.596922 715.495863 6 12
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 358 0.1277586 -443.290806 20.851929 0.5934197 2000-2009 –> 2010-2019 0.3053352 0.1775766 -723.853423 47.311379 7 14
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 358 0.1284583 -441.380246 3.035499 0.6129460 2000-2009 –> 2010-2019 0.3152651 0.1868068 -675.702373 7.609479 8 16
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 358 0.1314303 -425.003376 15.853587 0.7209705 2000-2009 –> 2010-2019 0.3268717 0.1954414 -616.308974 39.851319 9 18
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 358 0.1583669 -289.513829 73.333099 0.7914151 2000-2009 –> 2010-2019 0.3759189 0.2175519 -376.786771 116.724510 10 20
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 788 0.1245584 -1032.530155 303.584583 0.3333663 1982-1999 –> 2000-2009 0.2221106 0.0975522 -1888.804983 703.384336 2 3
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 788 0.1245399 -1032.764596 431.580490 0.3388638 1982-1999 –> 2000-2009 0.2236057 0.0990658 -1874.289246 998.252836 1 3
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 788 0.1245688 -1032.399181 306.371690 0.3461186 1982-1999 –> 2000-2009 0.2245645 0.0999958 -1864.973072 788.818657 3 6
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 788 0.1484769 -757.697978 85.101552 0.3844558 1982-1999 –> 2000-2009 0.2548941 0.1064172 -1532.646851 211.412306 4 8
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 788 0.1487700 -752.590240 946.065475 0.8925491 1982-1999 –> 2000-2009 0.2993946 0.1506246 -1192.707322 1630.721557 5 10
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + phosphate 788 0.1533109 -707.205734 77.814009 0.9492774 1982-1999 –> 2000-2009 0.3080022 0.1546913 -1123.800622 149.950033 6 12
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 788 0.1797592 -454.384537 134.212798 0.9838442 1982-1999 –> 2000-2009 0.3648211 0.1850618 -697.249933 248.861064 7 14
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 788 0.1877988 -385.430265 17.882268 0.8249151 1982-1999 –> 2000-2009 0.3858441 0.1980454 -563.337491 45.327566 8 16
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + silicate 788 0.1888023 -379.031536 5.520670 0.7089032 1982-1999 –> 2000-2009 0.3906096 0.2018073 -540.911864 12.131286 9 18
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 788 0.2357885 -28.789510 20.408360 1.6545867 1982-1999 –> 2000-2009 0.4650974 0.2293089 -68.278698 43.883967 10 20
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 615 0.0984759 -1091.776183 495.833437 0.3026100 2000-2009 –> 2010-2019 0.2230343 0.1245584 -2124.306338 799.418020 1 3
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 615 0.0986227 -1089.943849 634.763982 0.3033079 2000-2009 –> 2010-2019 0.2231626 0.1245399 -2122.708445 1066.344472 2 3
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 615 0.0987190 -1088.742882 497.257463 0.3037063 2000-2009 –> 2010-2019 0.2232878 0.1245688 -2121.142063 803.629153 3 6
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 615 0.1122241 -933.032677 385.613736 0.3076545 2000-2009 –> 2010-2019 0.2607010 0.1484769 -1690.730655 470.715288 4 8
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + phosphate 615 0.1270316 -780.588706 378.264389 0.8009970 2000-2009 –> 2010-2019 0.2803425 0.1533109 -1487.794440 456.078398 5 10
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 615 0.1542457 -539.831910 346.487306 0.7087311 2000-2009 –> 2010-2019 0.3340050 0.1797592 -994.216447 480.700104 7 13
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 615 0.1478789 -591.680699 19.104172 0.7998748 2000-2009 –> 2010-2019 0.3356777 0.1877988 -977.110965 36.986440 6 13
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + silicate 615 0.1543342 -541.126279 12.924523 0.7271916 2000-2009 –> 2010-2019 0.3431365 0.1888023 -920.157814 18.445193 8 16
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 615 0.2007687 -217.595685 138.353847 1.2467491 2000-2009 –> 2010-2019 0.4365572 0.2357885 -246.385196 158.762207 19 28
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 615 0.1954357 -248.710038 49.752735 1.1374439 2000-2009 –> 2010-2019 0.4411128 0.2456771 -210.752845 85.039309 17 27
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1342 0.1398389 -1457.705537 539.092959 2.1747454 1982-1999 –> 2000-2009 0.2630333 0.1231944 -2404.981254 1153.941726 1 2
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1342 0.1407674 -1439.943109 547.554948 2.1902625 1982-1999 –> 2000-2009 0.2650801 0.1243127 -2374.350725 1170.938743 2 4
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1342 0.1416695 -1422.798193 606.149217 2.2086568 1982-1999 –> 2000-2009 0.2670359 0.1253664 -2345.186246 1273.556877 3 6
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1342 0.1486094 -1296.437151 351.690829 1.6560935 1982-1999 –> 2000-2009 0.2986266 0.1500171 -1965.204794 669.024241 4 8
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1342 0.1934205 -589.082293 538.299866 4.1572418 1982-1999 –> 2000-2009 0.3576094 0.1641889 -1129.308416 1028.375240 5 10
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1342 0.2215911 -222.146403 391.009285 1.5372710 1982-1999 –> 2000-2009 0.4483241 0.2267331 -300.768216 744.735518 6 12
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1342 0.2315441 -106.221056 228.742680 0.9856860 1982-1999 –> 2000-2009 0.4747561 0.2432121 -86.934395 410.046715 7 14
N_Atlantic (28.15,28.2] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1342 0.2577624 181.686889 376.511718 4.9517391 1982-1999 –> 2000-2009 0.5467569 0.2889944 446.576050 646.719064 8 18
N_Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1342 0.2638643 244.483620 275.264786 4.6786220 1982-1999 –> 2000-2009 0.5512048 0.2873405 501.199678 612.279218 9 18
N_Atlantic (28.15,28.2] 3 cstar_tref ~ aou + nitrate + phosphate_star 1342 0.2648529 252.520916 209.140715 4.0971743 1982-1999 –> 2000-2009 0.5538815 0.2890286 515.578296 382.564298 10 21
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1183 0.0663936 -3045.748053 853.059006 0.2664796 2000-2009 –> 2010-2019 0.2062326 0.1398389 -4503.453591 1392.151965 1 2
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1183 0.0666292 -3037.366826 852.855829 0.2676012 2000-2009 –> 2010-2019 0.2073967 0.1407674 -4477.309935 1400.410776 2 4
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1183 0.1167661 -1711.971687 803.784918 0.5284600 2000-2009 –> 2010-2019 0.2653755 0.1486094 -3008.408838 1155.475747 4 7
N_Atlantic (28.15,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1183 0.1072731 -1910.595741 994.705323 0.4726169 2000-2009 –> 2010-2019 0.3649487 0.2576756 -1727.813583 1632.409493 3 8
N_Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1183 0.1482005 -1147.933831 420.195906 0.6546946 2000-2009 –> 2010-2019 0.4120648 0.2638643 -903.450212 695.460692 5 12
N_Atlantic (28.15,28.2] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1183 0.1636693 -913.032366 797.809531 0.5764344 2000-2009 –> 2010-2019 0.4214317 0.2577624 -731.345477 1174.321250 10 16
N_Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1183 0.1538889 -1058.818203 473.971380 0.6814929 2000-2009 –> 2010-2019 0.4233040 0.2694151 -758.458827 741.776909 6 15
N_Atlantic (28.15,28.2] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1183 0.1590365 -980.969610 567.843127 0.7078521 2000-2009 –> 2010-2019 0.4370325 0.2779960 -596.457565 924.135207 8 18
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1183 0.2123410 -297.054313 649.593874 0.8887479 2000-2009 –> 2010-2019 0.4438851 0.2315441 -403.275369 878.336554 15 19
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1183 0.1564265 -1018.120886 116.866628 0.6429469 2000-2009 –> 2010-2019 0.4680279 0.3116014 -325.315941 156.547316 7 18
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + silicate 62 0.2783484 29.367030 72.551896 0.6938942 1982-1999 –> 2000-2009 0.4250167 0.1466683 2.316866 214.242580 1 2
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 62 0.3266755 49.218690 531.325629 0.8126589 1982-1999 –> 2000-2009 0.5003838 0.1737083 35.366415 928.593227 4 6
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + silicate 62 0.3040568 40.321306 308.080884 0.8512677 1982-1999 –> 2000-2009 0.5281035 0.2240467 46.318261 1238.051477 2 5
N_Atlantic (28.2, Inf] 3 cstar_tref ~ sal + nitrate + silicate 62 0.3045662 38.528903 45.373003 0.8528111 1982-1999 –> 2000-2009 0.5396373 0.2350711 46.272449 82.975943 3 7
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 62 0.5237768 107.758871 382.553591 1.0240042 1982-1999 –> 2000-2009 0.8111572 0.2873803 133.174075 800.971251 6 11
N_Atlantic (28.2, Inf] 3 cstar_tref ~ sal + temp + nitrate 62 0.5263244 106.360532 19.190801 1.0019776 1982-1999 –> 2000-2009 0.8218377 0.2955133 131.952504 53.879301 7 14
N_Atlantic (28.2, Inf] 3 cstar_tref ~ sal + nitrate + phosphate_star 62 0.4672143 91.588452 460.709261 1.3101115 1982-1999 –> 2000-2009 0.8301271 0.3629128 133.205428 764.459381 5 13
N_Atlantic (28.2, Inf] 3 cstar_tref ~ temp + nitrate + silicate 62 0.5420695 110.015618 274.538672 1.2144179 1982-1999 –> 2000-2009 0.8355801 0.2935105 135.077160 466.584949 8 14
N_Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + silicate 62 0.6255064 127.768366 70.637756 1.4577087 1982-1999 –> 2000-2009 0.9960395 0.3705330 171.006178 127.096061 10 19
N_Atlantic (28.2, Inf] 3 cstar_tref ~ sal + aou + nitrate 62 0.5644378 115.029657 25.559810 1.4386452 1982-1999 –> 2000-2009 1.0549285 0.4904908 180.143655 110.631026 9 20
N_Atlantic (28.2, Inf] 3 cstar_tref ~ temp + nitrate + silicate 41 0.0438590 -130.042544 76.977971 0.0994794 2000-2009 –> 2010-2019 0.5859286 0.5420695 -20.026926 351.516643 4 6
N_Atlantic (28.2, Inf] 3 cstar_tref ~ sal + temp + nitrate 41 0.1041531 -59.122299 110.245061 0.3074658 2000-2009 –> 2010-2019 0.6304775 0.5263244 47.238233 129.435861 7 8
N_Atlantic (28.2, Inf] 3 cstar_tref ~ aou + nitrate + silicate 41 0.0372468 -143.442621 226.764354 0.0803905 2000-2009 –> 2010-2019 0.6627532 0.6255064 -15.674256 297.402110 3 7
N_Atlantic (28.2, Inf] 3 cstar_tref ~ sal + aou + nitrate 41 0.0989187 -63.350515 886.066494 0.2815028 2000-2009 –> 2010-2019 0.6633565 0.5644378 51.679142 911.626304 6 9
N_Atlantic (28.2, Inf] 2 cstar_tref ~ nitrate + silicate 41 0.0448378 -130.232715 52.306429 0.1000981 2000-2009 –> 2010-2019 0.7000462 0.6552083 1.288213 70.863607 5 10
N_Atlantic (28.2, Inf] 2 cstar_tref ~ nitrate + phosphate 41 0.0043872 -320.830479 151.570383 0.0103538 2000-2009 –> 2010-2019 0.7599321 0.7555449 -171.641297 434.338541 1 12
N_Atlantic (28.2, Inf] 3 cstar_tref ~ temp + aou + nitrate 41 0.0246710 -177.221589 20.483388 0.0877017 2000-2009 –> 2010-2019 0.7699535 0.7452825 -27.728208 393.181307 2 8
N_Atlantic (28.2, Inf] 3 cstar_tref ~ temp + nitrate + phosphate_star 41 0.1159390 -50.331743 902.362407 0.3741676 2000-2009 –> 2010-2019 0.8634963 0.7475573 99.539539 1810.851404 9 17
N_Atlantic (28.2, Inf] 2 cstar_tref ~ nitrate + phosphate_star 41 0.1209779 -48.843122 781.203124 0.3934761 2000-2009 –> 2010-2019 0.8757678 0.7547899 100.222098 876.860523 10 20
N_Atlantic (28.2, Inf] 2 cstar_tref ~ sal + nitrate 41 0.1058878 -59.767843 92.543161 0.3176349 2000-2009 –> 2010-2019 0.9082475 0.8023598 96.875960 93.608590 8 20
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 47 1.8788309 206.661298 227.304327 5.8890653 1982-1999 –> 2000-2009 2.1935528 0.3147219 235.907906 1186.865108 1 3
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 47 1.9028663 207.856189 453.431659 5.6880022 1982-1999 –> 2000-2009 2.2144403 0.3115739 236.519744 880.934374 2 3
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 47 1.9155444 208.480396 312.589684 5.7546709 1982-1999 –> 2000-2009 2.2755100 0.3599656 245.517516 1215.986227 3 7
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 47 1.9635409 208.806670 96.172379 5.6934119 1982-1999 –> 2000-2009 2.3192339 0.3556930 243.151237 275.088867 7 10
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 47 1.9634491 208.802272 69.114350 5.6762314 1982-1999 –> 2000-2009 2.3444342 0.3809852 247.131004 231.252701 6 11
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 47 1.9639792 208.827647 75.225985 5.8422680 1982-1999 –> 2000-2009 2.4127318 0.4487526 256.651640 950.838073 8 14
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 47 1.9412326 209.732596 504.652697 6.0070907 1982-1999 –> 2000-2009 2.4300476 0.4888150 264.516303 1165.315139 5 12
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate 47 1.9732631 209.270948 85.551487 5.9968093 1982-1999 –> 2000-2009 2.4813064 0.5080433 264.292449 191.223095 10 18
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 47 1.9400274 207.674219 39.146803 5.5916801 1982-1999 –> 2000-2009 2.5200427 0.5800153 270.380004 156.771295 4 13
N_Pacific (-Inf,26] 3 cstar_tref ~ temp + nitrate + phosphate_star 47 1.9667882 206.961997 23.729286 5.7583693 1982-1999 –> 2000-2009 2.6251292 0.6583410 275.014558 47.029498 9 19
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 108 1.1570284 351.995395 670.468196 3.7306214 2000-2009 –> 2010-2019 3.0725727 1.9155444 560.475791 983.057879 3 6
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 108 1.1724623 354.857638 924.461870 3.8509649 2000-2009 –> 2010-2019 3.1136949 1.9412326 564.590233 1429.114568 5 10
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 108 1.1671866 351.883514 658.328787 3.2049773 2000-2009 –> 2010-2019 3.1306357 1.9634491 560.685786 727.443137 4 10
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 108 1.1392625 348.653042 207.500258 5.5961728 2000-2009 –> 2010-2019 3.1326873 1.9934248 560.879558 452.230405 1 12
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 108 1.2380834 366.620669 923.257357 2.7906755 2000-2009 –> 2010-2019 3.1409498 1.9028663 574.476859 1376.689015 9 11
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate 108 1.1905930 356.172241 853.206608 3.6625815 2000-2009 –> 2010-2019 3.1638561 1.9732631 565.443189 938.758095 7 17
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 108 1.3214635 380.698525 114.399458 6.4123100 2000-2009 –> 2010-2019 3.2002944 1.8788309 587.359823 341.703786 11 12
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + silicate 108 1.1791353 354.083494 82.004417 4.6182717 2000-2009 –> 2010-2019 3.2050907 2.0259554 565.831607 112.765763 6 18
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 108 1.2738150 370.766259 861.579263 2.9687624 2000-2009 –> 2010-2019 3.2373560 1.9635409 579.572930 957.751642 10 17
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 108 1.3494564 383.226316 93.960215 5.2691087 2000-2009 –> 2010-2019 3.2894838 1.9400274 590.900534 133.107018 13 17
N_Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 230 1.1575813 734.024782 70.463465 4.1028956 1982-1999 –> 2000-2009 2.0433138 0.8857325 1145.089836 212.711399 1 2
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 230 1.3179360 793.702491 142.843046 5.1400833 1982-1999 –> 2000-2009 2.2603271 0.9423911 1223.741194 364.563197 2 4
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 230 1.4088662 824.392945 75.338009 5.1483477 1982-1999 –> 2000-2009 2.4034036 0.9945374 1270.911998 164.689030 3 6
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 230 1.5359574 864.122515 136.437127 4.3202657 1982-1999 –> 2000-2009 2.6535329 1.1175755 1346.333162 227.886237 4 8
N_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 230 1.5431090 864.259356 30.449894 4.2744344 1982-1999 –> 2000-2009 2.7195087 1.1763997 1360.166897 64.774771 5 10
N_Pacific (26,26.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 230 1.7290522 918.595490 446.547262 7.0452118 1982-1999 –> 2000-2009 2.9356487 1.2065964 1424.258565 1098.810950 6 12
N_Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 230 1.8715919 955.034819 132.800210 7.1136173 1982-1999 –> 2000-2009 3.2272738 1.3556819 1496.347207 421.091288 7 14
N_Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 230 2.0276553 991.876576 152.693664 6.6807828 1982-1999 –> 2000-2009 3.5366237 1.5089684 1565.968187 415.531027 9 18
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 230 1.9294426 969.038063 137.761530 8.3542254 1982-1999 –> 2000-2009 3.5677767 1.6383340 1568.299304 400.301747 8 26
N_Pacific (26,26.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 230 2.0369159 993.972682 113.448209 7.0184628 1982-1999 –> 2000-2009 3.5861287 1.5492128 1576.118431 362.374156 11 22
N_Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 429 0.7585935 994.393108 101.256925 4.7217120 2000-2009 –> 2010-2019 1.9161748 1.1575813 1728.417889 171.720391 1 2
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 429 0.8189127 1060.039873 156.708628 5.3196573 2000-2009 –> 2010-2019 2.1368487 1.3179360 1853.742364 299.551674 2 4
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 429 0.9276531 1167.015688 55.364570 5.6322318 2000-2009 –> 2010-2019 2.3365193 1.4088662 1991.408633 130.702579 3 6
N_Pacific (26,26.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 429 1.2057951 1392.014681 587.738865 7.1039538 2000-2009 –> 2010-2019 2.9348473 1.7290522 2310.610172 1034.286128 4 10
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 429 1.5213780 1591.480211 134.081014 10.1431070 2000-2009 –> 2010-2019 3.0573354 1.5359574 2455.602726 270.518140 12 16
N_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 429 1.5983394 1631.821394 34.555761 6.3765359 2000-2009 –> 2010-2019 3.1414483 1.5431090 2496.080750 65.005656 19 24
N_Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 429 1.2736525 1438.989815 148.231581 8.9940035 2000-2009 –> 2010-2019 3.1452444 1.8715919 2394.024634 281.031792 5 12
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 429 1.3613322 1496.111202 202.491857 9.5752907 2000-2009 –> 2010-2019 3.2907749 1.9294426 2465.149265 340.253387 6 14
N_Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 429 1.4011981 1520.876409 188.921982 10.6232406 2000-2009 –> 2010-2019 3.4288534 2.0276553 2512.752984 341.615646 7 16
N_Pacific (26,26.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 429 1.4108784 1526.783568 154.348217 10.7497803 2000-2009 –> 2010-2019 3.4477943 2.0369159 2520.756250 267.796425 8 19
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 341 0.8329312 857.043581 38.626937 7.9074081 1982-1999 –> 2000-2009 1.4784798 0.6455486 1249.819092 181.316037 1 2
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 341 0.9070241 915.162248 138.955883 9.9408346 1982-1999 –> 2000-2009 1.6294392 0.7224151 1351.362566 300.768893 2 4
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 341 1.0405551 1008.828513 37.630861 11.4319621 1982-1999 –> 2000-2009 1.8873796 0.8468245 1506.361724 170.589211 3 6
N_Pacific (26.5,26.75] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 341 1.1714609 1089.643690 563.593995 13.7708669 1982-1999 –> 2000-2009 2.0884125 0.9169516 1617.887527 1092.134824 5 9
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 341 1.1104151 1053.144579 39.364249 12.2787321 1982-1999 –> 2000-2009 2.0885354 0.9781203 1606.315541 169.094947 4 9
N_Pacific (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 341 1.3437084 1181.201549 37.426523 15.6887976 1982-1999 –> 2000-2009 2.3790334 1.0353250 1754.311966 156.263507 8 14
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 341 1.2217299 1118.298724 112.493870 10.0308445 1982-1999 –> 2000-2009 2.4728338 1.2511039 1766.483156 265.702253 6 13
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 341 1.3217727 1171.976208 42.296639 10.2308609 1982-1999 –> 2000-2009 2.6907644 1.3689917 1854.919223 183.351691 7 16
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 341 1.3902662 1206.431854 36.879228 8.5020899 1982-1999 –> 2000-2009 2.7448962 1.3546300 1885.304073 176.264170 9 17
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 341 1.4573101 1238.552056 151.304791 10.3388509 1982-1999 –> 2000-2009 2.8807405 1.4234303 1936.547233 314.744449 11 21
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 627 1.0374039 1839.397457 38.517036 5.1389217 2000-2009 –> 2010-2019 1.8703351 0.8329312 2696.441038 77.143973 1 2
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 627 1.2192114 2041.897045 77.869546 6.3890299 2000-2009 –> 2010-2019 2.1262355 0.9070241 2957.059293 216.825429 2 4
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 627 1.4225731 2235.342871 37.803642 7.3332037 2000-2009 –> 2010-2019 2.4631282 1.0405551 3244.171384 75.434503 3 6
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 627 1.6030158 2385.094908 38.527441 7.2594345 2000-2009 –> 2010-2019 2.7134309 1.1104151 3438.239488 77.891690 4 8
N_Pacific (26.5,26.75] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 627 1.6086549 2389.498434 445.918418 8.1676392 2000-2009 –> 2010-2019 2.7801158 1.1714609 3479.142124 1009.512412 5 10
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 627 1.7257061 2477.576834 63.558057 5.4802477 2000-2009 –> 2010-2019 2.9474360 1.2217299 3595.875558 176.051927 6 12
N_Pacific (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 627 1.7885118 2520.404278 36.591608 7.4276017 2000-2009 –> 2010-2019 3.1322201 1.3437084 3701.605827 74.018130 7 15
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 627 1.8338204 2553.776313 39.601298 6.0563455 2000-2009 –> 2010-2019 3.1555931 1.3217727 3725.752521 81.897938 8 15
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 627 2.3240174 2850.843775 43.460889 7.6144855 2000-2009 –> 2010-2019 3.7142837 1.3902662 4057.275629 80.340117 9 18
N_Pacific (26.5,26.75] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 627 2.3803064 2878.854386 32.550043 8.5749260 2000-2009 –> 2010-2019 3.8085483 1.4282418 4101.665409 66.718913 10 20
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 596 0.9479470 1641.654307 93.968553 7.8931888 1982-1999 –> 2000-2009 1.7162514 0.7683044 2355.808107 189.138587 2 3
N_Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 596 0.9282025 1616.564329 49.597245 9.0805433 1982-1999 –> 2000-2009 1.7331886 0.8049861 2358.981359 98.401162 1 4
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 596 1.0025658 1708.429290 94.627510 7.7521079 1982-1999 –> 2000-2009 1.8223879 0.8198220 2461.913244 191.511128 3 7
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 596 1.0188884 1727.679698 84.796148 8.6024362 1982-1999 –> 2000-2009 1.8234656 0.8045772 2469.788838 168.782706 4 6
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 596 1.0558381 1770.141878 87.437487 8.7408414 1982-1999 –> 2000-2009 1.8953861 0.8395480 2538.034295 186.505546 6 11
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 596 1.0489021 1762.285623 43.274182 7.1887224 1982-1999 –> 2000-2009 1.8985220 0.8496199 2537.404824 98.318892 5 11
N_Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 596 1.1475304 1869.408402 963.459639 9.3743631 1982-1999 –> 2000-2009 2.0437736 0.8962432 2676.901791 1707.472734 7 14
N_Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 596 1.2014484 1924.139914 39.654352 9.5344046 1982-1999 –> 2000-2009 2.1367825 0.9353341 2757.504643 75.748752 8 16
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 596 1.2014807 1922.171983 8.911784 9.5545928 1982-1999 –> 2000-2009 2.1402597 0.9387790 2755.764576 39.678011 9 18
N_Pacific (26.75,27] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 596 1.2709561 1991.179898 516.823035 7.3928124 1982-1999 –> 2000-2009 2.2353789 0.9644229 2843.104036 917.705136 10 20
N_Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 693 0.7836373 1642.729487 56.116057 3.3448478 2000-2009 –> 2010-2019 1.7118398 0.9282025 3259.293816 105.713303 1 2
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 693 0.8846144 1810.720379 150.010891 7.7437509 2000-2009 –> 2010-2019 1.8325613 0.9479470 3452.374686 243.979444 2 4
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 693 0.9173354 1861.061755 156.202910 4.0604330 2000-2009 –> 2010-2019 1.9199012 1.0025658 3569.491045 250.830420 3 6
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 693 0.9933721 1971.431904 186.378625 8.2174673 2000-2009 –> 2010-2019 2.0122605 1.0188884 3699.111601 271.174773 5 9
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 693 0.9705120 1939.163677 50.653714 3.9809702 2000-2009 –> 2010-2019 2.0194141 1.0489021 3701.449300 93.927896 4 9
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 693 1.0429494 2038.933774 141.019568 8.0952161 2000-2009 –> 2010-2019 2.0987875 1.0558381 3809.075652 228.457056 6 12
N_Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 693 1.0642770 2066.990586 37.440905 7.9480602 2000-2009 –> 2010-2019 2.2657254 1.2014484 3991.130500 77.095257 7 14
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 693 1.0794516 2084.612862 7.007922 8.9773578 2000-2009 –> 2010-2019 2.2809323 1.2014807 4006.784845 15.919706 8 16
N_Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 693 1.0820006 2089.881828 94.005458 9.1967689 2000-2009 –> 2010-2019 2.4448131 1.3628125 4164.240843 176.767057 9 18
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 693 1.0831256 2089.322252 26.998562 9.4870773 2000-2009 –> 2010-2019 2.4886910 1.4055653 4198.500972 59.631148 10 22
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 931 0.6629891 1890.787630 150.667095 2.8984639 1982-1999 –> 2000-2009 1.1933022 0.5303131 2658.052417 367.933770 2 3
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 931 0.6713934 1914.242733 185.155272 2.7269248 1982-1999 –> 2000-2009 1.2022415 0.5308480 2682.475431 434.472480 3 5
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 931 0.6464122 1843.639511 200.557652 3.8799292 1982-1999 –> 2000-2009 1.2062355 0.5598233 2662.891778 469.435531 1 10
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 931 0.6915340 1969.278048 104.005818 2.4358269 1982-1999 –> 2000-2009 1.2347402 0.5432061 2759.603296 247.380644 4 11
N_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 931 0.7322551 2075.815373 133.326351 3.3288179 1982-1999 –> 2000-2009 1.2716340 0.5393789 2859.352841 326.336811 7 10
N_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 931 0.7342885 2080.978752 66.027537 3.1958944 1982-1999 –> 2000-2009 1.2766164 0.5423279 2869.750669 169.940302 8 13
N_Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 931 0.7393519 2091.774430 58.448801 3.0725449 1982-1999 –> 2000-2009 1.2788223 0.5394704 2873.474761 178.639812 9 13
N_Pacific (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 931 0.7298343 2069.649361 76.028916 4.5860657 1982-1999 –> 2000-2009 1.2803111 0.5504769 2872.738794 205.260366 6 14
N_Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 931 0.7400809 2093.609419 22.514765 3.0473811 1982-1999 –> 2000-2009 1.2824350 0.5423541 2880.427710 70.515500 10 16
N_Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 931 0.7016483 1996.314159 36.792225 4.3674871 1982-1999 –> 2000-2009 1.2835590 0.5819107 2852.714349 84.993392 5 17
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 923 0.5454920 1514.560526 815.887981 2.5150025 2000-2009 –> 2010-2019 1.1919041 0.6464122 3358.200036 1016.445632 1 2
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 923 0.5911442 1662.926957 495.885903 2.5876419 2000-2009 –> 2010-2019 1.2541333 0.6629891 3553.714587 646.552999 5 7
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 923 0.5967111 1680.229747 773.337248 2.8307842 2000-2009 –> 2010-2019 1.2681045 0.6713934 3594.472480 958.492521 6 9
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 923 0.5774951 1619.804419 147.828852 2.8027349 2000-2009 –> 2010-2019 1.2690291 0.6915340 3589.082467 251.834670 2 6
N_Pacific (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 923 0.5845005 1642.062733 157.456741 3.4206350 2000-2009 –> 2010-2019 1.3143347 0.7298343 3711.712094 233.485657 3 9
N_Pacific (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 923 0.5855604 1643.407302 27.704759 3.4809874 2000-2009 –> 2010-2019 1.3311666 0.7456062 3750.866437 60.539697 4 15
N_Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 923 0.6338696 1791.746930 49.668439 4.0496609 2000-2009 –> 2010-2019 1.3355179 0.7016483 3788.061089 86.460664 13 18
N_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 923 0.6060356 1708.853107 145.750364 3.4199212 2000-2009 –> 2010-2019 1.3403241 0.7342885 3789.831859 211.777900 8 16
N_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 923 0.6093778 1719.005647 222.791067 3.3734539 2000-2009 –> 2010-2019 1.3416329 0.7322551 3794.821020 356.117417 10 17
N_Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 923 0.6073893 1710.971923 21.102335 3.3505295 2000-2009 –> 2010-2019 1.3474702 0.7400809 3804.581342 43.617100 9 19
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1072 0.2622715 186.728197 36.594085 1.0284544 1982-1999 –> 2000-2009 0.4812937 0.2190222 104.871110 68.367992 1 4
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1072 0.2782200 313.292312 117.497271 0.9029382 1982-1999 –> 2000-2009 0.4888559 0.2106360 193.876978 215.099349 3 4
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1072 0.2924972 420.584577 36.498272 0.9681108 1982-1999 –> 2000-2009 0.5088517 0.2163545 326.938120 68.334827 4 6
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1072 0.3295710 676.442286 36.730182 1.2137720 1982-1999 –> 2000-2009 0.5708845 0.2413136 687.826120 69.696867 10 14
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1072 0.2752553 290.323965 36.535182 2.1579898 1982-1999 –> 2000-2009 0.5972960 0.3220407 579.322443 69.464513 2 19
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1072 0.3044849 506.701256 51.712436 2.6504581 1982-1999 –> 2000-2009 0.6174502 0.3129653 768.200497 98.379302 5 16
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1072 0.3047536 508.592473 161.252966 2.6361629 1982-1999 –> 2000-2009 0.6181329 0.3133793 771.363377 272.265518 6 18
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1072 0.3071692 525.519523 61.464389 2.7739164 1982-1999 –> 2000-2009 0.6270495 0.3198804 808.042958 122.332056 7 23
N_Pacific (27.25,27.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1072 0.3175046 596.472203 325.377926 2.4595245 1982-1999 –> 2000-2009 0.6272559 0.3097513 848.041078 510.744107 8 16
N_Pacific (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 1072 0.3256880 649.032064 2.290501 2.5668302 1982-1999 –> 2000-2009 0.6492573 0.3235693 940.585974 4.778981 9 27
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1159 0.1904334 -541.194178 33.552011 0.7629721 2000-2009 –> 2010-2019 0.4527049 0.2622715 -354.465981 70.146096 1 2
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1159 0.2133299 -278.014777 32.152453 3.4344048 2000-2009 –> 2010-2019 0.4885852 0.2752553 12.309188 68.687635 2 4
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1159 0.2143578 -266.871994 125.934389 0.7618187 2000-2009 –> 2010-2019 0.4925778 0.2782200 46.420318 243.431660 3 6
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1159 0.2285022 -118.754344 33.425207 0.9350596 2000-2009 –> 2010-2019 0.5209994 0.2924972 301.830234 69.923479 4 8
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1159 0.2746729 307.839074 190.329650 5.2897481 2000-2009 –> 2010-2019 0.5794264 0.3047536 816.431548 351.582616 7 13
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1159 0.2757974 317.309789 60.273362 5.3457798 2000-2009 –> 2010-2019 0.5802823 0.3044849 824.011045 111.985799 8 13
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1159 0.2569182 152.943674 32.589623 1.6714675 2000-2009 –> 2010-2019 0.5864892 0.3295710 829.385961 69.319805 5 15
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1159 0.2832591 379.190251 65.022815 5.5979253 2000-2009 –> 2010-2019 0.5904283 0.3071692 904.709775 126.487204 9 16
N_Pacific (27.25,27.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1159 0.2731018 294.542437 577.252127 4.8713626 2000-2009 –> 2010-2019 0.5906063 0.3175046 891.014640 902.630053 6 14
N_Pacific (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 1159 0.3737939 1020.069932 5.558688 5.0628308 2000-2009 –> 2010-2019 0.6994819 0.3256880 1669.101995 7.849189 17 26
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1105 0.1741828 -712.452876 110.748714 1.2272232 1982-1999 –> 2000-2009 0.3886660 0.2144833 -798.056023 166.374652 2 3
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1105 0.1639145 -846.733126 28.781538 1.2850907 1982-1999 –> 2000-2009 0.3897774 0.2258629 -889.635104 47.726337 1 4
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1105 0.1892343 -529.286288 29.552434 1.3095804 1982-1999 –> 2000-2009 0.4369747 0.2477404 -495.821966 50.089792 3 7
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1105 0.2622239 191.644297 27.119988 2.6489733 1982-1999 –> 2000-2009 0.4864853 0.2242614 142.864709 45.465625 5 7
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 1105 0.2506967 90.293859 11.965226 1.0396944 1982-1999 –> 2000-2009 0.5121802 0.2614835 166.353982 15.278108 4 9
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1105 0.4332683 1301.414266 68.778330 1.7921683 1982-1999 –> 2000-2009 0.7452478 0.3119795 1525.317947 145.058309 10 16
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1105 0.4374279 1322.530076 166.413295 1.8576072 1982-1999 –> 2000-2009 0.7517169 0.3142891 1552.526121 293.645182 11 19
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1105 0.4380936 1325.891137 116.588367 1.8115191 1982-1999 –> 2000-2009 0.7533003 0.3152067 1558.295237 237.741605 12 21
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1105 0.4422029 1344.524220 7.287249 2.8536684 1982-1999 –> 2000-2009 0.7544556 0.3122526 1567.150790 8.920121 13 20
N_Pacific (27.5,27.75] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1105 0.4148792 1205.567028 489.104922 3.8798856 1982-1999 –> 2000-2009 0.7766892 0.3618100 1551.868844 640.763663 6 17
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1253 0.1595658 -1029.398593 30.598632 0.6682340 2000-2009 –> 2010-2019 0.3234803 0.1639145 -1876.131719 59.380170 2 3
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1253 0.1583691 -1048.263510 113.008638 0.6712033 2000-2009 –> 2010-2019 0.3325519 0.1741828 -1760.716386 223.757352 1 3
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1253 0.1664789 -923.114430 37.256579 0.7877192 2000-2009 –> 2010-2019 0.3557132 0.1892343 -1452.400718 66.809013 4 7
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1253 0.1636374 -966.256537 32.047021 0.9285538 2000-2009 –> 2010-2019 0.4258613 0.2622239 -774.612239 59.167010 3 8
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 1253 0.2943209 502.810174 23.440100 0.8333486 2000-2009 –> 2010-2019 0.5450176 0.2506967 593.104034 35.405326 10 14
N_Pacific (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1253 0.2159149 -271.514955 56.263296 1.7853658 2000-2009 –> 2010-2019 0.6356312 0.4197164 959.670048 86.015457 6 12
N_Pacific (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1253 0.2159731 -270.839607 91.923115 1.7879208 2000-2009 –> 2010-2019 0.6374875 0.4215145 969.793015 126.265574 7 14
N_Pacific (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1253 0.2218818 -203.199961 58.036389 1.8478224 2000-2009 –> 2010-2019 0.6549642 0.4330824 1097.265752 87.734636 9 17
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1253 0.2155913 -275.273623 43.866683 1.8177796 2000-2009 –> 2010-2019 0.6848182 0.4692269 1202.342467 72.152791 5 21
N_Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 1253 0.2163712 -268.224496 29.059965 1.8143252 2000-2009 –> 2010-2019 0.6857764 0.4694052 1208.231296 48.835964 8 25
N_Pacific (27.75,27.85] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 332 0.0591894 -920.961137 139.195847 0.2099401 1982-1999 –> 2000-2009 0.1136490 0.0544596 -1378.230399 302.402317 1 2
N_Pacific (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 332 0.0610396 -900.522839 296.744711 0.2077306 1982-1999 –> 2000-2009 0.1166040 0.0555644 -1351.445358 481.417382 2 4
N_Pacific (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 332 0.0616339 -894.089390 110.855583 0.2064376 1982-1999 –> 2000-2009 0.1176798 0.0560459 -1342.285511 238.566971 3 6
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 332 0.0621532 -888.518250 75.280463 0.2267171 1982-1999 –> 2000-2009 0.1225372 0.0603840 -1313.155548 140.818651 4 8
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 332 0.0631651 -877.795342 401.015111 0.2230448 1982-1999 –> 2000-2009 0.1242380 0.0610729 -1298.847979 658.697620 6 11
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 332 0.0631875 -877.559923 52.600298 0.2230811 1982-1999 –> 2000-2009 0.1243602 0.0611727 -1298.096470 98.990183 7 13
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 332 0.0630690 -878.805592 30.039943 0.2234776 1982-1999 –> 2000-2009 0.1343956 0.0713266 -1250.814686 74.143495 5 16
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 332 0.0635720 -875.531301 5.045739 0.2269888 1982-1999 –> 2000-2009 0.1353736 0.0718016 -1247.442954 7.853461 8 20
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 332 0.0748864 -766.768989 18.535078 0.2198844 1982-1999 –> 2000-2009 0.1375325 0.0626461 -1181.784660 29.648632 9 16
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 332 0.0785287 -735.234279 74.822446 0.2345206 1982-1999 –> 2000-2009 0.1437322 0.0652035 -1137.606196 108.129913 10 18
N_Pacific (27.75,27.85] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 367 0.0587343 -1025.192501 205.919945 0.2360943 2000-2009 –> 2010-2019 0.1179237 0.0591894 -1946.153638 345.115792 1 2
N_Pacific (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 367 0.0593284 -1017.805381 529.287332 0.2285680 2000-2009 –> 2010-2019 0.1203680 0.0610396 -1918.328220 826.032043 2 4
N_Pacific (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 367 0.0595561 -1014.992649 165.137004 0.2269250 2000-2009 –> 2010-2019 0.1211901 0.0616339 -1909.082039 275.992587 3 6
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 367 0.0659413 -940.238227 42.824101 0.2941891 2000-2009 –> 2010-2019 0.1290103 0.0630690 -1819.043818 72.864044 4 9
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 367 0.0736379 -859.208066 99.387277 0.3275738 2000-2009 –> 2010-2019 0.1357911 0.0621532 -1747.726317 174.667739 6 10
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 367 0.0737803 -857.789780 520.337973 0.3213924 2000-2009 –> 2010-2019 0.1369454 0.0631651 -1735.585122 921.353084 8 14
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 367 0.0737672 -857.920850 68.480623 0.3217793 2000-2009 –> 2010-2019 0.1369546 0.0631875 -1735.480773 121.080921 7 14
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 367 0.0776060 -822.684406 5.736818 0.3059290 2000-2009 –> 2010-2019 0.1411780 0.0635720 -1698.215708 10.782557 10 18
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 367 0.0665291 -933.724594 16.573171 0.2486497 2000-2009 –> 2010-2019 0.1475779 0.0810488 -1645.984805 33.015237 5 17
N_Pacific (27.75,27.85] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 367 0.0927167 -692.102461 29.422487 0.3706135 2000-2009 –> 2010-2019 0.1676031 0.0748864 -1458.871449 47.957564 13 22
N_Pacific (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 459 0.1400403 -488.041502 9.329794 0.6360774 1982-1999 –> 2000-2009 0.2943979 0.1543576 -641.272202 30.798602 2 3
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 459 0.1398029 -489.599382 182.658461 0.6603346 1982-1999 –> 2000-2009 0.2944101 0.1546072 -642.228914 405.208948 1 4
N_Pacific (27.85,27.95] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 459 0.1403315 -486.135136 440.940322 0.6330486 1982-1999 –> 2000-2009 0.2949008 0.1545693 -638.855826 1176.266888 4 6
N_Pacific (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 459 0.1403049 -486.308865 61.698585 0.6333558 1982-1999 –> 2000-2009 0.2949532 0.1546483 -638.839528 110.671028 3 7
N_Pacific (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 459 0.1408624 -482.668735 8.478331 0.6290574 1982-1999 –> 2000-2009 0.2961758 0.1553135 -633.602836 24.481712 6 12
N_Pacific (27.85,27.95] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 459 0.1408000 -485.075123 31.519612 0.6307051 1982-1999 –> 2000-2009 0.2963723 0.1555723 -637.389871 43.871134 5 12
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 459 0.1677611 -322.240941 19.011959 0.6253367 1982-1999 –> 2000-2009 0.3227544 0.1549933 -473.942763 51.606697 7 12
N_Pacific (27.85,27.95] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 459 0.1692298 -316.239114 5.571971 0.5740962 1982-1999 –> 2000-2009 0.3279457 0.1587159 -461.111868 7.339029 8 16
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 459 0.1963958 -177.572727 11.909316 0.6165806 1982-1999 –> 2000-2009 0.3882726 0.1918769 -249.862955 30.387990 9 18
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 459 0.2014096 -156.431129 4.701765 0.5524493 1982-1999 –> 2000-2009 0.3935713 0.1921617 -230.169482 6.472662 10 20
N_Pacific (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 488 0.0705130 -1189.426532 252.906140 0.4802281 2000-2009 –> 2010-2019 0.2105534 0.1400403 -1677.468034 262.235933 1 3
N_Pacific (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 488 0.0712933 -1178.686492 706.533353 0.4461043 2000-2009 –> 2010-2019 0.2115982 0.1403049 -1664.995358 768.231938 2 5
N_Pacific (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 488 0.0719920 -1169.167036 194.361127 0.4259350 2000-2009 –> 2010-2019 0.2128544 0.1408624 -1651.835771 202.839458 4 9
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 488 0.0849553 -1007.571324 258.524234 0.3436950 2000-2009 –> 2010-2019 0.2247582 0.1398029 -1497.170706 441.182695 6 7
N_Pacific (27.85,27.95] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 488 0.0852930 -1005.699425 40.907610 0.3480944 2000-2009 –> 2010-2019 0.2260930 0.1408000 -1490.774549 72.427222 7 11
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 488 0.0963024 -885.211720 19.279056 0.3980064 2000-2009 –> 2010-2019 0.2640635 0.1677611 -1207.452661 38.291015 8 14
N_Pacific (27.85,27.95] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 488 0.1006217 -844.390264 10.588513 0.4285865 2000-2009 –> 2010-2019 0.2698515 0.1692298 -1160.629378 16.160484 11 18
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 488 0.0714737 -1176.220112 22.387573 0.3878021 2000-2009 –> 2010-2019 0.2909695 0.2194959 -1251.709876 44.464277 3 13
N_Pacific (27.85,27.95] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 488 0.0723599 -1166.192884 11.184487 0.3702916 2000-2009 –> 2010-2019 0.2919104 0.2195505 -1243.453958 16.854556 5 16
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 488 0.1201335 -669.408126 26.121666 0.4786801 2000-2009 –> 2010-2019 0.3165293 0.1963958 -846.980853 38.030981 17 25
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 457 0.1249030 -590.409451 317.147574 0.6389227 1982-1999 –> 2000-2009 0.2335634 0.1086604 -827.794569 582.403230 2 3
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 457 0.1177622 -644.216216 21.244552 0.8254458 1982-1999 –> 2000-2009 0.2493704 0.1316081 -821.438468 43.372128 1 5
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 457 0.1444745 -457.362599 16.899456 0.5393916 1982-1999 –> 2000-2009 0.2553818 0.1109074 -688.320745 32.490979 7 9
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 457 0.1593783 -367.627907 183.324320 1.4473003 1982-1999 –> 2000-2009 0.2869212 0.1275428 -554.702326 242.207007 8 11
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + silicate 457 0.1755331 -281.383949 10.657435 1.0534388 1982-1999 –> 2000-2009 0.3219425 0.1464094 -427.140759 22.237998 14 19
N_Pacific (27.95,28.05] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 457 0.1660812 -329.974612 169.326188 0.8374021 1982-1999 –> 2000-2009 0.3475589 0.1814777 -406.307382 218.084813 10 16
N_Pacific (27.95,28.05] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 457 0.1686794 -315.786394 468.409450 0.8094809 1982-1999 –> 2000-2009 0.3522117 0.1835322 -388.584298 604.730598 11 18
N_Pacific (27.95,28.05] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 457 0.1721380 -297.235476 199.300661 0.8159219 1982-1999 –> 2000-2009 0.3595044 0.1873664 -363.541176 256.420556 12 21
N_Pacific (27.95,28.05] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 457 0.1811683 -252.502562 41.967306 0.6466810 1982-1999 –> 2000-2009 0.3676914 0.1865230 -322.224849 100.851490 15 23
N_Pacific (27.95,28.05] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 457 0.1723669 -298.020772 13.787537 0.7539017 1982-1999 –> 2000-2009 0.3739114 0.2015444 -343.422110 33.070553 13 24
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 562 0.0664767 -1438.168520 41.841419 0.3405331 2000-2009 –> 2010-2019 0.1842390 0.1177622 -2082.384736 63.085971 1 2
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 562 0.0786345 -1249.383436 289.659024 0.4045394 2000-2009 –> 2010-2019 0.2035374 0.1249030 -1839.792887 606.806598 2 4
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 562 0.0858632 -1150.533099 57.179844 0.6948471 2000-2009 –> 2010-2019 0.2238595 0.1379963 -1649.826428 80.358345 4 7
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 562 0.0859700 -1149.135706 225.262422 0.6957692 2000-2009 –> 2010-2019 0.2245234 0.1385534 -1644.746148 459.995581 5 9
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 562 0.0859987 -1148.760424 68.842900 0.6960698 2000-2009 –> 2010-2019 0.2246847 0.1386860 -1643.496872 96.074427 6 11
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 562 0.0912496 -1082.144807 28.146108 0.4437451 2000-2009 –> 2010-2019 0.2357241 0.1444745 -1539.507406 45.045564 10 16
N_Pacific (27.95,28.05] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 562 0.0855818 -1154.223094 232.213393 0.3713069 2000-2009 –> 2010-2019 0.2516630 0.1660812 -1484.197706 401.539581 3 12
N_Pacific (27.95,28.05] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 562 0.0871393 -1133.950730 782.018011 0.3685306 2000-2009 –> 2010-2019 0.2558188 0.1686794 -1449.737124 1250.427461 7 17
N_Pacific (27.95,28.05] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 562 0.0895944 -1102.721210 265.948616 0.3733295 2000-2009 –> 2010-2019 0.2617324 0.1721380 -1399.956686 465.249277 8 19
N_Pacific (27.95,28.05] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 562 0.0923072 -1071.192291 30.648699 0.4540970 2000-2009 –> 2010-2019 0.2646742 0.1723669 -1369.213063 44.436236 11 23
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 315 0.0864679 -634.297110 43.470995 0.5211363 1982-1999 –> 2000-2009 0.1531893 0.0667214 -919.180797 100.113493 1 8
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 315 0.1636722 -232.299046 123.975360 0.9604718 1982-1999 –> 2000-2009 0.2119703 0.0482981 -592.149572 291.814760 2 8
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 315 0.1774761 -181.287927 53.655190 0.4492084 1982-1999 –> 2000-2009 0.2860293 0.1085532 -353.253606 754.031535 3 11
N_Pacific (28.05,28.1] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 315 0.1820357 -165.306614 58.340716 0.5621992 1982-1999 –> 2000-2009 0.3087663 0.1267305 -301.353447 368.023317 4 16
N_Pacific (28.05,28.1] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 315 0.1843931 -157.200558 139.727002 0.5686861 1982-1999 –> 2000-2009 0.3127192 0.1283262 -290.344618 568.778705 6 19
N_Pacific (28.05,28.1] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 315 0.1834596 -162.397928 40.456536 0.5604261 1982-1999 –> 2000-2009 0.3142598 0.1308002 -293.111801 82.864917 5 20
N_Pacific (28.05,28.1] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 315 0.1888423 -142.179724 64.154752 0.5765424 1982-1999 –> 2000-2009 0.3188793 0.1300370 -272.251178 371.467606 7 21
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 315 0.2829315 112.524428 22.008120 1.1990756 1982-1999 –> 2000-2009 0.3298866 0.0469551 -253.868454 42.519603 16 18
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 315 0.2828755 112.399865 24.450736 1.1902370 1982-1999 –> 2000-2009 0.3299257 0.0470502 -253.523665 45.944122 13 17
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 315 0.2829000 112.454302 145.955942 1.1942348 1982-1999 –> 2000-2009 0.3299268 0.0470268 -253.584593 314.372871 14 17
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 386 0.0593798 -1070.553764 144.443132 0.4712957 2000-2009 –> 2010-2019 0.1458478 0.0864679 -1704.850874 187.914127 6 7
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 386 0.0513039 -1183.411081 591.886717 0.4057083 2000-2009 –> 2010-2019 0.2149761 0.1636722 -1415.710127 715.862077 5 7
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 386 0.0679130 -966.895452 704.003513 0.3379486 2000-2009 –> 2010-2019 0.2453890 0.1774761 -1148.183379 757.658703 7 10
N_Pacific (28.05,28.1] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 386 0.1116165 -583.333077 603.954278 0.4689833 2000-2009 –> 2010-2019 0.2936523 0.1820357 -748.639691 662.294994 11 15
N_Pacific (28.05,28.1] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 386 0.1169405 -549.361057 120.870508 0.3892386 2000-2009 –> 2010-2019 0.3004001 0.1834596 -711.758985 161.327044 14 19
N_Pacific (28.05,28.1] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 386 0.1157812 -555.052361 660.958840 0.4870243 2000-2009 –> 2010-2019 0.3046235 0.1888423 -697.232085 725.113592 13 19
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 386 0.0852221 -791.625317 267.315891 0.6066623 2000-2009 –> 2010-2019 0.3197437 0.2345217 -797.324667 330.546827 9 17
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 386 0.0511561 -1185.637486 255.104312 0.3322402 2000-2009 –> 2010-2019 0.3340317 0.2828755 -1073.237621 279.555048 4 16
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 386 0.0511539 -1185.670989 396.655649 0.3323882 2000-2009 –> 2010-2019 0.3340539 0.2829000 -1073.216687 542.611592 3 16
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 386 0.0511475 -1185.768027 226.538200 0.3330163 2000-2009 –> 2010-2019 0.3340789 0.2829315 -1073.243599 248.546320 2 16
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 727 0.0686089 -1818.612644 411.512312 0.3784136 1982-1999 –> 2000-2009 0.1349827 0.0663738 -2430.673800 991.950383 1 2
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 727 0.0861121 -1488.225259 479.094623 0.6656711 1982-1999 –> 2000-2009 0.1614949 0.0753828 -2038.683943 1288.787503 2 4
N_Pacific (28.1,28.2] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 727 0.0912449 -1404.042376 115.581660 0.4156565 1982-1999 –> 2000-2009 0.1740635 0.0828186 -1908.969686 383.379420 3 6
N_Pacific (28.1,28.2] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 727 0.0912838 -1405.422860 66.963629 0.4178716 1982-1999 –> 2000-2009 0.1745305 0.0832467 -1909.854830 175.649202 4 8
N_Pacific (28.1,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 727 0.0921719 -1389.344569 440.686460 0.4206657 1982-1999 –> 2000-2009 0.1757124 0.0835405 -1890.071265 1198.491665 5 10
N_Pacific (28.1,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 727 0.0932526 -1372.395843 120.574058 0.4279003 1982-1999 –> 2000-2009 0.1777600 0.0845074 -1867.553183 393.726112 6 12
N_Pacific (28.1,28.2] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 727 0.1085833 -1153.088748 388.649020 0.5413973 1982-1999 –> 2000-2009 0.2060349 0.0974516 -1581.268019 978.192010 7 14
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 727 0.1293272 -896.888678 576.921846 1.1813246 1982-1999 –> 2000-2009 0.2364450 0.1071178 -1277.294313 1497.704034 8 16
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 727 0.1360571 -823.129213 29.044565 0.8194311 1982-1999 –> 2000-2009 0.2573086 0.1212515 -1143.548754 84.964370 9 20
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 727 0.1363405 -820.103724 419.705780 0.8228497 1982-1999 –> 2000-2009 0.2575699 0.1212294 -1140.611739 1145.618124 10 20
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 818 0.0617925 -2219.196119 855.733939 0.3280866 2000-2009 –> 2010-2019 0.1304015 0.0686089 -4037.808763 1267.246251 1 2
N_Pacific (28.1,28.2] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 818 0.0894960 -1613.203652 552.349322 0.4393157 2000-2009 –> 2010-2019 0.1807408 0.0912449 -3017.246028 667.930983 6 8
N_Pacific (28.1,28.2] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 818 0.0926647 -1558.280259 491.034449 0.5307444 2000-2009 –> 2010-2019 0.1839485 0.0912838 -2963.703119 557.998078 9 12
N_Pacific (28.1,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 818 0.0913277 -1580.058084 577.581935 0.4499668 2000-2009 –> 2010-2019 0.1845803 0.0932526 -2952.453927 698.155993 7 11
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 818 0.0695460 -2025.810836 747.575297 0.5641014 2000-2009 –> 2010-2019 0.2056031 0.1360571 -2848.940049 776.619862 3 8
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 818 0.0694762 -2027.453534 804.706391 0.5619298 2000-2009 –> 2010-2019 0.2060930 0.1366168 -2844.613689 834.258304 2 8
N_Pacific (28.1,28.2] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 818 0.0921555 -1567.294648 547.834405 0.3753092 2000-2009 –> 2010-2019 0.2442316 0.1520761 -2230.584193 651.597764 8 16
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 818 0.0767921 -1865.662529 730.863782 0.4892264 2000-2009 –> 2010-2019 0.2452325 0.1684405 -2380.351345 759.649769 4 14
N_Pacific (28.1,28.2] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 818 0.1088685 -1294.634375 556.807625 0.7141694 2000-2009 –> 2010-2019 0.2484003 0.1395319 -2083.095774 644.291719 11 18
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + silicate 818 0.0948550 -1520.060618 331.142020 0.4621236 2000-2009 –> 2010-2019 0.2697671 0.1749121 -1979.931728 701.497812 10 22
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2761 0.0999872 -4866.205320 187.291955 0.4800247 1982-1999 –> 2000-2009 0.1932853 0.0932982 -6298.883832 366.265931 1 2
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2761 0.1003078 -4848.526060 183.082371 0.4816378 1982-1999 –> 2000-2009 0.1939608 0.0936530 -6275.442331 358.139945 2 4
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 2761 0.1021214 -4751.577027 146.750300 0.4461266 1982-1999 –> 2000-2009 0.1962338 0.0941124 -6173.065936 283.116265 3 6
N_Pacific (28.2,28.3] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2761 0.1563375 -2398.008551 933.515856 0.5163640 1982-1999 –> 2000-2009 0.2955647 0.1392272 -3223.021384 1803.532377 6 10
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2761 0.1385634 -3066.452859 121.630036 0.7363432 1982-1999 –> 2000-2009 0.2964606 0.1578972 -3702.445539 242.491347 4 11
N_Pacific (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2761 0.1578628 -2344.392939 891.781890 0.5231867 1982-1999 –> 2000-2009 0.2987071 0.1408443 -3151.876186 1724.170042 7 13
N_Pacific (28.2,28.3] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 2761 0.1582399 -2333.218993 502.596445 0.5244746 1982-1999 –> 2000-2009 0.2987840 0.1405441 -3145.941075 1060.388392 8 13
N_Pacific (28.2,28.3] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 2761 0.1618410 -2208.962956 324.264353 0.6137290 1982-1999 –> 2000-2009 0.3226782 0.1608373 -2816.950145 634.764337 9 17
N_Pacific (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate 2761 0.1526594 -2533.473948 104.064136 0.6963918 1982-1999 –> 2000-2009 0.3242779 0.1716185 -3044.971832 205.640665 5 14
N_Pacific (28.2,28.3] 3 cstar_tref ~ nitrate + silicate + phosphate 2761 0.1697254 -1948.295395 223.012720 0.6731578 1982-1999 –> 2000-2009 0.3420023 0.1722770 -2453.980250 470.674486 10 20
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3806 0.0801988 -8391.991018 764.159129 0.3616280 2000-2009 –> 2010-2019 0.1801860 0.0999872 -13258.196338 951.451084 1 2
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3806 0.0805331 -8360.328632 758.211880 0.3639530 2000-2009 –> 2010-2019 0.1808409 0.1003078 -13208.854692 941.294250 2 4
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 3806 0.0839169 -8049.030473 661.494344 0.3360182 2000-2009 –> 2010-2019 0.1860383 0.1021214 -12800.607500 808.244645 3 6
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate 3806 0.1249651 -5017.874275 764.022074 0.7321536 2000-2009 –> 2010-2019 0.2635285 0.1385634 -8084.327134 885.652110 5 9
N_Pacific (28.2,28.3] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 3806 0.1249599 -5018.191335 587.034717 0.6350430 2000-2009 –> 2010-2019 0.2831998 0.1582399 -7351.410329 1089.631162 4 10
N_Pacific (28.2,28.3] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 3806 0.1273813 -4872.101575 728.562766 0.7781645 2000-2009 –> 2010-2019 0.2892223 0.1618410 -7081.064532 1052.827120 6 13
N_Pacific (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate 3806 0.1375284 -4290.676708 647.711150 0.6578934 2000-2009 –> 2010-2019 0.2901878 0.1526594 -6824.150656 751.775286 7 12
N_Pacific (28.2,28.3] 3 cstar_tref ~ nitrate + silicate + phosphate 3806 0.1462570 -3822.273767 466.647976 0.7940433 2000-2009 –> 2010-2019 0.3159823 0.1697254 -5770.569163 689.660696 8 16
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 3806 0.1868197 -1955.016949 12.399508 1.8187313 2000-2009 –> 2010-2019 0.4521358 0.2653161 -1432.412245 19.951640 10 19
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + aou + nitrate 3806 0.1731805 -2534.077554 550.350856 0.6459330 2000-2009 –> 2010-2019 0.4639575 0.2907770 -1507.465865 710.264342 9 22
N_Pacific (28.3, Inf] 3 cstar_tref ~ aou + nitrate + silicate 15 0.0170529 -69.574894 74.748270 0.0374332 1982-1999 –> 2000-2009 0.0198910 0.0028381 -112.923238 117.195068 1 18
N_Pacific (28.3, Inf] 3 cstar_tref ~ temp + nitrate + silicate 15 0.0187389 -66.746378 29.997166 0.0472663 1982-1999 –> 2000-2009 0.0215766 0.0028376 -110.096574 50.788480 2 18
N_Pacific (28.3, Inf] 2 cstar_tref ~ nitrate + silicate 15 0.0189566 -68.399951 10.741923 0.0508296 1982-1999 –> 2000-2009 0.0217979 0.0028413 -113.734653 19.870862 3 21
N_Pacific (28.3, Inf] 3 cstar_tref ~ temp + aou + nitrate 15 0.0311376 -51.511999 19.267340 0.0827386 1982-1999 –> 2000-2009 0.0335161 0.0023785 -96.980399 107.209133 4 15
N_Pacific (28.3, Inf] 3 cstar_tref ~ aou + nitrate + phosphate 15 0.0362688 -46.935739 93.606192 0.0620792 1982-1999 –> 2000-2009 0.0386539 0.0023851 -92.370781 166.664758 5 17
N_Pacific (28.3, Inf] 3 cstar_tref ~ temp + nitrate + phosphate 15 0.0582685 -32.712647 79.560636 0.1050074 1982-1999 –> 2000-2009 0.0606536 0.0023851 -78.147721 113.517979 6 19
N_Pacific (28.3, Inf] 2 cstar_tref ~ nitrate + phosphate 15 0.0588801 -34.399387 29.434474 0.1107890 1982-1999 –> 2000-2009 0.0612686 0.0023884 -81.817562 45.477562 7 21
N_Pacific (28.3, Inf] 3 cstar_tref ~ temp + nitrate + phosphate_star 15 0.0712223 -26.690320 5.270340 0.1879478 1982-1999 –> 2000-2009 0.0734918 0.0022695 -72.721415 56.586893 8 17
N_Pacific (28.3, Inf] 3 cstar_tref ~ aou + nitrate + phosphate_star 15 0.0828725 -22.145408 125.670767 0.2182876 1982-1999 –> 2000-2009 0.0851419 0.0022694 -68.176980 430.860017 9 17
N_Pacific (28.3, Inf] 2 cstar_tref ~ nitrate + phosphate_star 15 0.0847803 -23.462601 2.666692 0.2375143 1982-1999 –> 2000-2009 0.0870531 0.0022728 -71.476429 34.066590 10 20
N_Pacific (28.3, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate 18 0.0025078 -152.499489 414.921595 0.0058047 2000-2009 –> 2010-2019 0.0072399 0.0047322 -258.532590 568.368534 2 3
N_Pacific (28.3, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate 18 0.0025008 -152.599478 436.353166 0.0057386 2000-2009 –> 2010-2019 0.0072966 0.0047958 -258.231749 571.167499 1 3
N_Pacific (28.3, Inf] 3 cstar_tref ~ sal + nitrate + phosphate 18 0.0025536 -153.847135 372.521620 0.0059565 2000-2009 –> 2010-2019 0.0076774 0.0051238 -259.494897 488.979095 3 6
N_Pacific (28.3, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 18 0.0070927 -115.071271 706.597412 0.0131018 2000-2009 –> 2010-2019 0.0148970 0.0078043 -206.095464 1138.377094 7 11
N_Pacific (28.3, Inf] 4 cstar_tref ~ sal + temp + nitrate + silicate 18 0.0160802 -85.604305 373.552710 0.0359561 2000-2009 –> 2010-2019 0.0336071 0.0175269 -152.356653 536.752622 9 16
N_Pacific (28.3, Inf] 4 cstar_tref ~ sal + aou + nitrate + silicate 18 0.0170302 -83.537851 397.070009 0.0383366 2000-2009 –> 2010-2019 0.0339469 0.0169167 -151.353328 531.211247 10 15
N_Pacific (28.3, Inf] 3 cstar_tref ~ aou + nitrate + silicate 18 0.0184700 -82.616031 171.812816 0.0355838 2000-2009 –> 2010-2019 0.0355229 0.0170529 -152.190925 246.561086 12 18
N_Pacific (28.3, Inf] 3 cstar_tref ~ temp + nitrate + silicate 18 0.0174714 -84.617058 114.852438 0.0366804 2000-2009 –> 2010-2019 0.0362103 0.0187389 -151.363436 144.849605 11 20
N_Pacific (28.3, Inf] 3 cstar_tref ~ sal + nitrate + silicate 18 0.0186600 -82.247670 358.132775 0.0388589 2000-2009 –> 2010-2019 0.0362307 0.0175707 -150.925182 472.917334 13 21
N_Pacific (28.3, Inf] 2 cstar_tref ~ nitrate + silicate 18 0.0193217 -82.993166 97.831749 0.0323683 2000-2009 –> 2010-2019 0.0382783 0.0189566 -151.393117 108.573672 14 24
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2187 4.8643986 13139.856251 39.600753 26.9634511 1982-1999 –> 2000-2009 8.9042732 4.0398745 17798.857325 74.071205 2 3
Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2187 4.8475233 13124.655777 118.519938 28.5183433 1982-1999 –> 2000-2009 8.9223455 4.0748222 17797.869087 266.666687 1 3
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2187 4.9285305 13197.145887 41.079081 26.1265448 1982-1999 –> 2000-2009 9.0246830 4.0961525 17878.973855 80.546455 3 6
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2187 5.0328255 13288.740490 42.422964 25.6539531 1982-1999 –> 2000-2009 9.2005751 4.1677496 17999.159836 79.993928 4 8
Pacific (-Inf,26] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2187 5.3064123 13520.275535 42.098812 24.5216942 1982-1999 –> 2000-2009 10.2440975 4.9376853 18510.403585 80.164942 5 10
Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2187 5.4149583 13608.845665 41.648342 25.6385861 1982-1999 –> 2000-2009 10.4448259 5.0298676 18629.493778 80.349634 6 12
Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2187 5.6884113 13824.334305 40.250809 26.5934638 1982-1999 –> 2000-2009 11.0163672 5.3279559 18939.979532 76.334993 7 14
Pacific (-Inf,26] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2187 5.9376081 14011.871222 75.234641 29.1268321 1982-1999 –> 2000-2009 11.3926180 5.4550099 19166.401609 144.924750 8 16
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2187 6.2105616 14208.460448 37.471876 28.4893515 1982-1999 –> 2000-2009 11.7444589 5.5338973 19386.681351 73.551410 9 19
Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2187 6.4199556 14353.501713 40.311364 37.6032846 1982-1999 –> 2000-2009 11.8945171 5.4745616 19513.935419 77.529915 12 21
Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 3385 4.2114117 19354.105744 198.144482 54.3779900 2000-2009 –> 2010-2019 9.0589350 4.8475233 32478.761521 316.664421 1 2
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3385 4.3475739 19569.527568 54.631169 58.7593879 2000-2009 –> 2010-2019 9.2119726 4.8643986 32709.383819 94.231922 2 4
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3385 4.4498847 19726.999131 59.979335 58.4854390 2000-2009 –> 2010-2019 9.3784151 4.9285305 32924.145017 101.058416 3 6
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3385 4.5805050 19922.862473 56.545634 59.5877297 2000-2009 –> 2010-2019 9.6133305 5.0328255 33211.602963 98.968598 4 8
Pacific (-Inf,26] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 3385 4.6767173 20063.591727 56.650822 71.9512234 2000-2009 –> 2010-2019 9.9831296 5.3064123 33583.867262 98.749633 8 13
Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 3385 4.6262841 19990.188298 56.340741 71.9782085 2000-2009 –> 2010-2019 10.0412424 5.4149583 33599.033963 97.989083 6 12
Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 3385 4.6113960 19968.366173 55.024557 71.3898791 2000-2009 –> 2010-2019 10.2998072 5.6884113 33792.700478 95.275366 5 12
Pacific (-Inf,26] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 3385 4.6448977 20017.372408 117.611317 70.7184975 2000-2009 –> 2010-2019 10.5825058 5.9376081 34029.243630 192.845958 7 15
Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 3385 5.2982249 20908.321240 55.002922 78.6411222 2000-2009 –> 2010-2019 11.7181805 6.4199556 35261.822953 95.314286 9 21
Pacific (-Inf,26] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 3385 5.3023304 20911.565127 55.002210 78.9968815 2000-2009 –> 2010-2019 11.8227236 6.5203933 35330.966601 94.897109 10 23
Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1825 2.9602619 9154.389450 25.030414 11.1635505 1982-1999 –> 2000-2009 5.8706179 2.9103560 14535.797103 41.604697 1 3
Pacific (26,26.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1825 2.9736404 9170.847929 449.214116 10.2015997 1982-1999 –> 2000-2009 5.8802761 2.9066357 14549.495283 1036.268540 3 4
Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1825 2.9684996 9164.532371 99.115618 11.7212543 1982-1999 –> 2000-2009 5.8988712 2.9303716 14560.730659 221.840460 2 5
Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1825 2.9951579 9197.164578 40.051052 12.2940147 1982-1999 –> 2000-2009 5.9520464 2.9568885 14612.802711 64.596600 4 8
Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1825 3.3522636 9608.296414 15.470171 10.0598617 1982-1999 –> 2000-2009 6.4591801 3.1069165 15130.740953 29.595016 6 11
Pacific (26,26.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1825 3.4098868 9668.504341 15.081541 10.8140813 1982-1999 –> 2000-2009 6.5193112 3.1094244 15190.690089 29.136508 7 13
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1825 3.4816869 9746.562344 36.118189 17.2326217 1982-1999 –> 2000-2009 6.9103660 3.4286791 15481.665549 53.249662 8 16
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1825 3.4959176 9761.450680 107.567469 17.2110127 1982-1999 –> 2000-2009 6.9424590 3.4465413 15507.767109 215.461190 9 19
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1825 3.5566100 9824.274229 42.474101 17.6143852 1982-1999 –> 2000-2009 7.0430267 3.4864167 15595.414726 64.506423 10 21
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1825 3.6561549 9925.029567 15.543380 11.6168374 1982-1999 –> 2000-2009 7.0595260 3.4033711 15644.144898 28.859623 11 18
Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2141 2.7089549 10357.177166 139.343030 13.0269776 2000-2009 –> 2010-2019 5.6774545 2.9684996 19521.709537 238.458648 2 4
Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2141 2.7213188 10376.676208 24.734703 12.5135765 2000-2009 –> 2010-2019 5.6815808 2.9602619 19531.065658 49.765117 4 5
Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2141 2.7090581 10357.340340 40.803437 13.7582610 2000-2009 –> 2010-2019 5.7042161 2.9951579 19554.504917 80.854488 3 7
Pacific (26,26.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2141 2.7790482 10466.563384 610.993686 11.2823330 2000-2009 –> 2010-2019 5.7526886 2.9736404 19637.411312 1060.207803 5 8
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2141 2.6745313 10302.415660 21.404629 18.3452315 2000-2009 –> 2010-2019 5.9846815 3.3101502 19864.567836 37.189713 1 6
Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2141 3.2631306 11154.160731 20.692396 13.9220372 2000-2009 –> 2010-2019 6.6153942 3.3522636 20762.457145 36.162568 9 15
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2141 3.2019862 11073.163550 32.497982 18.7793164 2000-2009 –> 2010-2019 6.6836731 3.4816869 20819.725894 68.616171 6 14
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2141 3.2083979 11081.729334 174.128486 18.6475896 2000-2009 –> 2010-2019 6.7043156 3.4959176 20843.180015 281.695955 7 16
Pacific (26,26.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 2141 3.3269109 11235.048096 20.524956 13.9760086 2000-2009 –> 2010-2019 6.7367977 3.4098868 20903.552438 35.606497 13 20
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2141 3.2772409 11172.636829 48.148159 19.3986256 2000-2009 –> 2010-2019 6.8338508 3.5566100 20996.911058 90.622261 10 20
Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1343 1.8726470 5510.338825 49.982627 6.5227608 1982-1999 –> 2000-2009 2.9230360 1.0503890 8131.682896 73.504996 2 3
Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1343 1.8753443 5514.204957 286.654660 6.4865733 1982-1999 –> 2000-2009 2.9349108 1.0595665 8150.998845 517.444328 3 5
Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1343 1.9021069 5552.265231 72.902104 6.2532670 1982-1999 –> 2000-2009 2.9981536 1.0960467 8249.176701 107.453234 4 7
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1343 1.7567859 5338.792188 24.975333 5.9177696 1982-1999 –> 2000-2009 3.0685141 1.3117281 8354.736550 37.661735 1 5
Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 1343 1.9369991 5599.090679 11.415835 6.6350919 1982-1999 –> 2000-2009 3.3242691 1.3872700 8712.477403 20.713438 5 11
Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1343 2.3844353 6159.301715 15.905665 7.8515959 1982-1999 –> 2000-2009 3.7153015 1.3308662 9200.970637 27.045851 10 15
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1343 2.2350338 5985.501468 99.764245 8.7794602 1982-1999 –> 2000-2009 3.9326760 1.6976422 9459.467195 151.100736 7 16
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1343 2.2327684 5982.777597 89.912868 8.6349521 1982-1999 –> 2000-2009 3.9409796 1.7082112 9467.765820 136.718928 6 17
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1343 2.2355128 5986.077021 289.707564 8.5898532 1982-1999 –> 2000-2009 3.9421212 1.7066084 9469.398088 551.697532 8 18
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 1343 2.3530245 6121.683156 24.246757 7.5949926 1982-1999 –> 2000-2009 4.0851952 1.7321708 9629.408693 36.211085 9 21
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1725 1.5955693 6521.283498 17.615084 6.1068448 2000-2009 –> 2010-2019 3.3523552 1.7567859 11860.075687 42.590417 1 2
Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1725 1.8937123 7112.297725 46.075013 5.9362767 2000-2009 –> 2010-2019 3.7663592 1.8726470 12622.636549 96.057640 2 4
Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1725 1.8954787 7115.514355 295.120237 5.8891183 2000-2009 –> 2010-2019 3.7708230 1.8753443 12629.719312 581.774897 3 6
Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1725 1.9108564 7143.390640 68.668999 5.6667564 2000-2009 –> 2010-2019 3.8129632 1.9021069 12695.655871 141.571103 4 8
Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 1725 1.9806754 7265.198701 14.482825 6.1602690 2000-2009 –> 2010-2019 3.9176745 1.9369991 12864.289380 25.898661 5 10
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1725 2.2089110 7643.461689 89.611922 10.9471066 2000-2009 –> 2010-2019 4.4439448 2.2350338 13628.963157 189.376167 6 13
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1725 2.2132706 7650.264029 80.176303 11.1440562 2000-2009 –> 2010-2019 4.4460390 2.2327684 13633.041626 170.089171 7 13
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1725 2.2160904 7654.656750 359.916514 11.1697383 2000-2009 –> 2010-2019 4.4516032 2.2355128 13640.733770 649.624077 8 16
Pacific (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + nitrate 1725 2.2788631 7749.022426 16.902211 12.1830189 2000-2009 –> 2010-2019 4.6318875 2.3530245 13870.705581 41.148967 9 18
Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1725 2.4370776 7982.596638 15.879034 8.2881141 2000-2009 –> 2010-2019 4.8215129 2.3844353 14141.898353 31.784699 10 20
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1685 1.8923897 6945.345111 16.610060 7.7143336 1982-1999 –> 2000-2009 2.8127022 0.9203125 9526.938255 31.647252 1 2
Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1685 1.9982279 7128.741543 272.844908 7.1947747 1982-1999 –> 2000-2009 3.1464271 1.1481992 10135.551739 515.531020 3 6
Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1685 1.9962089 7125.334823 41.665003 7.2209232 1982-1999 –> 2000-2009 3.1468981 1.1506891 10136.308539 71.059197 2 6
Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1685 2.0275554 7177.842720 68.349628 7.2859725 1982-1999 –> 2000-2009 3.1641072 1.1365518 10165.056568 108.254709 5 7
Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + silicate 1685 2.0129001 7151.395722 14.017738 6.7601120 1982-1999 –> 2000-2009 3.2610788 1.2481787 10316.674969 27.399929 4 13
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1685 2.1036584 7302.017528 170.954019 11.4529128 1982-1999 –> 2000-2009 3.3194690 1.2158105 10418.797261 247.972673 6 11
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1685 2.1042906 7303.030010 149.406617 11.7290591 1982-1999 –> 2000-2009 3.3217892 1.2174986 10422.476505 218.187346 7 14
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1685 2.1053956 7304.799235 564.670090 11.7797224 1982-1999 –> 2000-2009 3.3228091 1.2174135 10424.111355 955.303638 8 14
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 1685 2.1366574 7352.470622 15.677724 12.2030817 1982-1999 –> 2000-2009 3.3547520 1.2180946 10470.857726 22.291362 9 17
Pacific (26.75,27] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1685 2.2869480 7581.548133 64.984085 12.0674613 1982-1999 –> 2000-2009 3.7117764 1.4248284 11001.234723 95.221305 10 20
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2121 1.9944003 8961.574002 13.041053 7.2527507 2000-2009 –> 2010-2019 3.8867900 1.8923897 15906.919113 29.651113 1 2
Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2121 2.0492800 9072.450586 36.042294 6.1121971 2000-2009 –> 2010-2019 4.0454889 1.9962089 16197.785408 77.707297 2 4
Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2121 2.0495763 9077.336848 277.072102 6.1161079 2000-2009 –> 2010-2019 4.0478042 1.9982279 16206.078391 549.917011 3 6
Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + silicate 2121 2.0501970 9076.621191 10.964994 6.1535796 2000-2009 –> 2010-2019 4.0630971 2.0129001 16228.016912 24.982732 4 8
Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2121 2.0722049 9119.619447 55.915289 6.0899632 2000-2009 –> 2010-2019 4.0997603 2.0275554 16297.462166 124.264917 5 10
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2121 2.6991484 10240.349422 101.118074 13.3935321 2000-2009 –> 2010-2019 4.8028069 2.1036584 17542.366950 272.072093 7 13
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2121 2.7079466 10254.147613 89.632615 13.5345541 2000-2009 –> 2010-2019 4.8122371 2.1042906 17557.177622 239.039232 9 16
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2121 2.7076290 10258.480360 413.430917 13.5437240 2000-2009 –> 2010-2019 4.8130246 2.1053956 17563.279595 978.101006 8 16
Pacific (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 2121 2.7084525 10257.770306 12.287211 13.5725247 2000-2009 –> 2010-2019 4.8451099 2.1366574 17610.240928 27.964935 10 19
Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2121 2.6214910 10116.570688 11.455937 7.9418923 2000-2009 –> 2010-2019 5.0213856 2.3998946 17862.575257 26.188124 6 20
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1975 1.5461423 7340.071033 26.155731 7.4853934 1982-1999 –> 2000-2009 2.6096914 1.0635491 9980.566891 49.471366 1 2
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1975 1.5548194 7362.176772 70.843445 7.1184893 1982-1999 –> 2000-2009 2.6821088 1.1272894 10105.927373 117.089910 3 5
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1975 1.5541713 7360.529894 391.501159 7.0931453 1982-1999 –> 2000-2009 2.6823472 1.1281760 10105.675042 717.315867 2 5
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 1975 1.5551691 7361.065116 10.709387 7.1435514 1982-1999 –> 2000-2009 2.6883930 1.1332239 10112.130246 16.848368 4 8
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1975 1.6016047 7479.281080 80.184806 7.5529410 1982-1999 –> 2000-2009 2.7561736 1.1545689 10265.449845 131.539426 9 14
Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1975 1.5922437 7456.126646 48.150210 7.4287494 1982-1999 –> 2000-2009 2.8136818 1.2214381 10342.174951 97.696071 5 11
Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1975 1.5941919 7460.956709 355.249445 7.4509707 1982-1999 –> 2000-2009 2.8166045 1.2224126 10348.419744 805.958963 6 13
Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1975 1.5993735 7471.774645 21.276297 7.1401145 1982-1999 –> 2000-2009 2.8528197 1.2534462 10401.712347 33.316705 7 16
Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + silicate 1975 1.6012937 7476.513989 24.088647 7.4711623 1982-1999 –> 2000-2009 2.8566075 1.2553139 10409.093071 43.499603 8 19
Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1975 1.6022188 7478.795425 200.555732 7.1557075 1982-1999 –> 2000-2009 2.8573387 1.2551199 10411.100333 354.366436 10 20
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2729 1.7462819 10801.340909 25.546602 6.8802149 2000-2009 –> 2010-2019 3.2924242 1.5461423 18141.411941 51.702333 1 2
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2729 1.7540754 10825.645321 58.917364 7.4673115 2000-2009 –> 2010-2019 3.3088948 1.5548194 18187.822093 129.760809 5 8
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2729 1.7562752 10832.485907 393.413022 7.5078216 2000-2009 –> 2010-2019 3.3104465 1.5541713 18193.015801 784.914181 7 9
Pacific (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 2729 1.7592330 10839.670094 8.111415 7.6174586 2000-2009 –> 2010-2019 3.3144021 1.5551691 18200.735210 18.820802 9 13
Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2729 1.7464700 10801.928685 52.484038 6.8560767 2000-2009 –> 2010-2019 3.3387137 1.5922437 18258.055331 100.634248 2 7
Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2729 1.7469600 10803.459872 453.940188 6.7837836 2000-2009 –> 2010-2019 3.3411519 1.5941919 18264.416582 809.189633 3 9
Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + silicate 2729 1.7469904 10801.555034 22.006364 6.7598406 2000-2009 –> 2010-2019 3.3482841 1.6012937 18278.069022 46.095011 4 12
Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2729 1.7541513 10823.881414 19.265432 7.4403597 2000-2009 –> 2010-2019 3.3535248 1.5993735 18295.656059 40.541729 6 13
Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2729 1.7566584 10831.676778 215.501690 7.4481791 2000-2009 –> 2010-2019 3.3588772 1.6022188 18310.472204 416.057422 8 18
Pacific (27,27.25] 3 cstar_tref ~ temp + aou + nitrate 2729 1.7647209 10854.669760 5.869729 7.4479232 2000-2009 –> 2010-2019 3.3932146 1.6284937 18395.716053 10.667030 10 21
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2650 1.2794483 8840.447590 45.146469 7.0571976 1982-1999 –> 2000-2009 2.3636023 1.0841540 13341.665184 78.722574 1 2
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2650 1.2803541 8844.198838 50.572958 7.0156494 1982-1999 –> 2000-2009 2.3800555 1.0997014 13388.018670 104.125624 2 4
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2650 1.2804511 8844.599982 521.889517 7.0428270 1982-1999 –> 2000-2009 2.3843755 1.1039244 13399.887549 1112.279078 3 7
Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2650 1.2918880 8891.729382 99.773648 6.6067826 1982-1999 –> 2000-2009 2.3930144 1.1011264 13439.423718 205.010637 5 8
Pacific (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2650 1.2927917 8893.435397 16.627828 6.6500982 1982-1999 –> 2000-2009 2.3974637 1.1046720 13448.748549 29.078396 6 12
Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2650 1.2948774 8903.979239 782.765755 6.6296160 1982-1999 –> 2000-2009 2.3993147 1.1044373 13460.656554 1657.982542 7 12
Pacific (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 2650 1.2952402 8903.463882 218.048321 6.6550034 1982-1999 –> 2000-2009 2.4042982 1.1090580 13470.632793 393.368082 8 15
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2650 1.3297625 9044.876177 56.694492 7.1974722 1982-1999 –> 2000-2009 2.4519258 1.1221633 13649.193171 115.845172 11 20
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 2650 1.2804657 8842.660454 7.030366 7.0359277 1982-1999 –> 2000-2009 2.4556747 1.1752090 13583.170978 10.663875 4 16
Pacific (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2650 1.3378309 9076.936846 135.503908 6.8288525 1982-1999 –> 2000-2009 2.4572421 1.1194112 13673.907003 271.312112 12 20
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 3532 1.5562731 13161.746238 51.486362 6.5278550 2000-2009 –> 2010-2019 2.8357214 1.2794483 22002.193828 96.632831 5 6
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3532 1.5561058 13160.986686 53.213587 6.7319731 2000-2009 –> 2010-2019 2.8364600 1.2803541 22005.185524 103.786545 4 6
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3532 1.5575780 13167.666610 637.299326 6.7191617 2000-2009 –> 2010-2019 2.8380291 1.2804511 22012.266591 1159.188843 8 11
Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 3532 1.5463383 13116.506897 106.688879 6.3594449 2000-2009 –> 2010-2019 2.8382263 1.2918880 22008.236279 206.462526 1 6
Pacific (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 3532 1.5585613 13170.124663 6.536722 6.6831191 2000-2009 –> 2010-2019 2.8390270 1.2804657 22012.785117 13.567088 10 14
Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 3532 1.5496975 13131.836103 863.851535 6.4039115 2000-2009 –> 2010-2019 2.8445750 1.2948774 22035.815342 1646.617291 2 9
Pacific (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 3532 1.5574992 13165.309045 15.732831 6.7309862 2000-2009 –> 2010-2019 2.8502909 1.2927917 22058.744442 32.360658 7 13
Pacific (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 3532 1.5581160 13168.106065 239.508532 6.7154380 2000-2009 –> 2010-2019 2.8533562 1.2952402 22071.569947 457.556853 9 17
Pacific (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 3532 1.5567328 13161.832267 43.016122 6.5327352 2000-2009 –> 2010-2019 2.8615833 1.3048505 22104.475308 83.370764 6 15
Pacific (27.25,27.5] 3 cstar_tref ~ temp + aou + nitrate 3532 1.5585662 13168.147025 6.299213 6.6804722 2000-2009 –> 2010-2019 2.8711497 1.3125834 22140.106815 13.029046 11 21
Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2686 0.9481629 7350.591816 27.977944 4.2913694 1982-1999 –> 2000-2009 1.7332063 0.7850434 10742.358857 45.848416 2 3
Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2686 0.9457078 7336.664180 121.358590 3.9879980 1982-1999 –> 2000-2009 1.7353436 0.7896358 10745.171181 222.332972 1 3
Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2686 0.9523863 7374.467164 26.555842 4.0285283 1982-1999 –> 2000-2009 1.7515832 0.7991969 10817.516353 43.528547 3 6
Pacific (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2686 0.9720724 7484.375750 84.509387 4.7460455 1982-1999 –> 2000-2009 1.7731941 0.8011218 10934.328889 167.343176 4 8
Pacific (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2686 0.9785219 7519.900297 685.654865 4.7768720 1982-1999 –> 2000-2009 1.7826855 0.8041636 10980.730118 1461.420913 6 11
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2686 0.9765280 7508.942697 34.922752 4.5346737 1982-1999 –> 2000-2009 1.8076657 0.8311378 11064.461872 56.330737 5 18
Pacific (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2686 0.9961998 7616.084013 100.069010 4.8718914 1982-1999 –> 2000-2009 1.8087824 0.8125826 11106.804515 196.188882 8 18
Pacific (27.5,27.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 2686 0.9929021 7596.271850 24.324945 4.8023233 1982-1999 –> 2000-2009 1.8259765 0.8330744 11156.470703 36.911783 7 21
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2686 1.0333482 7812.762258 39.886776 5.0098898 1982-1999 –> 2000-2009 1.8416267 0.8082785 11288.240319 72.351231 9 15
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2686 1.0360263 7826.666629 925.348816 5.0410168 1982-1999 –> 2000-2009 1.8461705 0.8101442 11308.761634 1748.939016 10 18
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 3663 1.0966863 11085.283760 46.262357 4.1851309 2000-2009 –> 2010-2019 2.0732143 0.9765280 18594.226457 81.185109 1 6
Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 3663 1.1216438 11250.134212 36.144025 4.6712213 2000-2009 –> 2010-2019 2.0740301 0.9523863 18624.601376 62.699867 2 5
Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 3663 1.1316674 11315.312183 150.406259 4.8598544 2000-2009 –> 2010-2019 2.0773752 0.9457078 18651.976363 271.764849 3 4
Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 3663 1.1549154 11464.286330 38.170914 5.1296001 2000-2009 –> 2010-2019 2.1030783 0.9481629 18814.878146 66.148858 4 6
Pacific (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 3663 1.2114477 11814.388215 97.910291 5.5440620 2000-2009 –> 2010-2019 2.1835200 0.9720724 19298.763965 182.419678 5 9
Pacific (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 3663 1.2168082 11846.733503 752.156685 5.5759874 2000-2009 –> 2010-2019 2.1953301 0.9785219 19366.633800 1437.811550 6 12
Pacific (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 3663 1.2333944 11945.919100 112.593455 5.6646205 2000-2009 –> 2010-2019 2.2295942 0.9961998 19562.003113 212.662465 8 16
Pacific (27.5,27.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 3663 1.2465212 12021.476590 31.869053 5.3170564 2000-2009 –> 2010-2019 2.2394233 0.9929021 19617.748440 56.193998 11 18
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3663 1.2323128 11939.491762 55.490568 5.7671956 2000-2009 –> 2010-2019 2.2656610 1.0333482 19752.254020 95.377343 7 16
Pacific (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 3663 1.2396994 11981.273376 20.003180 5.8941797 2000-2009 –> 2010-2019 2.2786551 1.0389557 19821.108050 40.026000 9 19
Pacific (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1121 0.4500036 1405.023705 117.496929 1.9434970 1982-1999 –> 2000-2009 0.8776104 0.4276068 2012.325317 196.226045 2 3
Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1121 0.4473588 1391.808164 31.500964 1.8749121 1982-1999 –> 2000-2009 0.8794950 0.4321362 2010.089012 57.894789 1 4
Pacific (27.75,27.85] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1121 0.4545379 1427.501543 127.757206 1.9696847 1982-1999 –> 2000-2009 0.8833221 0.4287842 2037.668316 210.626361 3 5
Pacific (27.75,27.85] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1121 0.4588031 1446.441376 30.182354 2.0748624 1982-1999 –> 2000-2009 0.9292360 0.4704329 2151.201072 55.924050 4 14
Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1121 0.4667193 1486.795070 392.980665 1.8709759 1982-1999 –> 2000-2009 0.9358268 0.4691075 2190.614926 679.466927 5 14
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1121 0.5055556 1665.998088 63.596483 3.2367384 1982-1999 –> 2000-2009 0.9428786 0.4373230 2296.711379 112.798495 7 12
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1121 0.5082091 1677.734724 68.286711 3.2652689 1982-1999 –> 2000-2009 0.9452813 0.4370723 2307.850355 119.416888 8 12
Pacific (27.75,27.85] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1121 0.5267670 1756.144963 53.885550 2.9593952 1982-1999 –> 2000-2009 0.9654231 0.4386561 2388.029694 92.786661 9 15
Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1121 0.5305975 1772.389351 742.778317 2.8871042 1982-1999 –> 2000-2009 0.9713622 0.4407646 2409.270798 1193.654282 10 17
Pacific (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1121 0.5321802 1779.066926 49.932320 2.8679012 1982-1999 –> 2000-2009 0.9738992 0.4417190 2418.202119 87.165605 11 19
Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1434 0.5359494 2294.699410 58.274043 2.0120210 2000-2009 –> 2010-2019 0.9833082 0.4473588 3686.507574 89.775007 3 4
Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1434 0.5254932 2238.193034 447.539980 1.8785577 2000-2009 –> 2010-2019 0.9922125 0.4667193 3724.988104 840.520645 1 6
Pacific (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1434 0.5625716 2433.736415 150.160161 2.1966218 2000-2009 –> 2010-2019 1.0125752 0.4500036 3838.760120 267.657089 5 7
Pacific (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1434 0.5283881 2253.949188 55.953280 1.9168533 2000-2009 –> 2010-2019 1.0182377 0.4898496 3849.190634 86.255389 2 8
Pacific (27.75,27.85] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1434 0.5688001 2465.314800 160.823262 2.2225071 2000-2009 –> 2010-2019 1.0233380 0.4545379 3892.816343 288.580468 6 9
Pacific (27.75,27.85] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1434 0.5999310 2616.138194 56.774860 2.3466055 2000-2009 –> 2010-2019 1.0587341 0.4588031 4062.579570 86.957214 12 16
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1434 0.5711800 2477.289652 116.357601 2.0478731 2000-2009 –> 2010-2019 1.0767356 0.5055556 4143.287739 179.954085 7 14
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1434 0.5719571 2481.188996 122.973962 2.0508127 2000-2009 –> 2010-2019 1.0801661 0.5082091 4158.923720 191.260672 8 16
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1434 0.5426072 2330.107863 53.172162 2.0422373 2000-2009 –> 2010-2019 1.0925372 0.5499300 4184.731948 87.477531 4 15
Pacific (27.75,27.85] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1434 0.5761437 2500.105899 88.596512 2.2044123 2000-2009 –> 2010-2019 1.1029107 0.5267670 4256.250862 142.482061 10 19
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1361 0.3542162 1051.328892 114.579399 1.7773237 1982-1999 –> 2000-2009 0.6246821 0.2704659 1192.912429 208.903967 5 6
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1361 0.3547943 1055.767807 107.134693 1.7831746 1982-1999 –> 2000-2009 0.6268264 0.2720321 1203.968040 196.654633 6 8
Pacific (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1361 0.3355287 903.796841 154.395181 1.7402336 1982-1999 –> 2000-2009 0.6317162 0.2961875 1149.490482 281.554432 1 5
Pacific (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1361 0.3380098 923.850762 142.423187 1.7358079 1982-1999 –> 2000-2009 0.6404255 0.3024157 1193.392413 261.648489 3 8
Pacific (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1361 0.3366443 912.831753 70.541486 1.7867966 1982-1999 –> 2000-2009 0.6476177 0.3109734 1214.352438 139.537550 2 8
Pacific (27.85,27.95] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1361 0.3380108 921.858339 68.118589 1.7369485 1982-1999 –> 2000-2009 0.6489842 0.3109735 1221.379222 136.546933 4 11
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1361 0.3888442 1305.213432 110.982210 1.9766337 1982-1999 –> 2000-2009 0.6831148 0.2942705 1543.465960 213.960032 8 11
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + nitrate 1361 0.3942849 1341.035872 81.005140 1.8953304 1982-1999 –> 2000-2009 0.7111630 0.3168781 1662.112443 163.551178 9 17
Pacific (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1361 0.3785007 1231.826270 495.673390 1.7747037 1982-1999 –> 2000-2009 0.7762613 0.3977606 1815.426734 902.544886 7 19
Pacific (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1361 0.4542349 1726.309262 104.182814 2.5666440 1982-1999 –> 2000-2009 0.8189065 0.3646717 2208.376282 193.101967 13 22
Pacific (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1761 0.3541285 1355.329123 151.451942 1.3800913 2000-2009 –> 2010-2019 0.6907727 0.3366443 2268.160877 221.993428 1 3
Pacific (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1761 0.3572775 1386.509811 222.769018 1.4136514 2000-2009 –> 2010-2019 0.6928063 0.3355287 2290.306652 377.164199 4 5
Pacific (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1761 0.3558954 1372.858826 209.371906 1.4032407 2000-2009 –> 2010-2019 0.6939052 0.3380098 2296.709588 351.795093 2 5
Pacific (27.85,27.95] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1761 0.3564967 1376.803885 145.805337 1.4104531 2000-2009 –> 2010-2019 0.6945074 0.3380108 2298.662224 213.923926 3 7
Pacific (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1761 0.3587373 1400.870763 658.998375 1.4760471 2000-2009 –> 2010-2019 0.7372380 0.3785007 2632.697032 1154.671764 5 12
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1761 0.3966113 1754.360578 221.584766 1.4894154 2000-2009 –> 2010-2019 0.7508275 0.3542162 2805.689470 336.164165 8 13
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1761 0.3977675 1764.613764 210.875605 1.4918117 2000-2009 –> 2010-2019 0.7525619 0.3547943 2820.381571 318.010298 9 15
Pacific (27.85,27.95] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1761 0.3669760 1480.841712 142.180918 1.5449178 2000-2009 –> 2010-2019 0.7681661 0.4011900 2871.135192 208.497284 6 16
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1761 0.3846025 1646.072573 136.747572 1.6889062 2000-2009 –> 2010-2019 0.8256442 0.4410417 3294.150758 205.965928 7 19
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1761 0.4639013 2306.311665 202.733210 1.7760658 2000-2009 –> 2010-2019 0.8527455 0.3888442 3611.525096 313.715420 14 22
Pacific (27.95,28.05] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1536 0.3533890 1177.528627 511.235287 1.3154996 1982-1999 –> 2000-2009 0.6980845 0.3446954 1692.572376 1448.382526 1 4
Pacific (27.95,28.05] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 1536 0.3594708 1227.947241 463.633536 1.1800516 1982-1999 –> 2000-2009 0.7041663 0.3446955 1740.991160 1307.150762 4 8
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1536 0.4216914 1720.363818 492.460015 2.7304537 1982-1999 –> 2000-2009 0.7174561 0.2957648 2018.622486 969.633402 7 8
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1536 0.3546230 1188.236631 536.057212 1.8862658 1982-1999 –> 2000-2009 0.7204149 0.3657919 1787.395514 1293.637916 2 9
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1536 0.3565120 1204.556913 510.149111 1.8860359 1982-1999 –> 2000-2009 0.7240761 0.3675641 1810.559697 1264.757269 3 11
Pacific (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + silicate 1536 0.4734067 2073.736018 161.998855 2.5789016 1982-1999 –> 2000-2009 0.7783159 0.3049092 2413.111448 257.254101 11 13
Pacific (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1536 0.3752549 1359.958788 499.634876 1.4485451 1982-1999 –> 2000-2009 0.7893448 0.4140900 2132.728221 950.260724 5 15
Pacific (27.95,28.05] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 1536 0.4045523 1590.898496 318.433499 1.6540468 1982-1999 –> 2000-2009 0.8202298 0.4156775 2369.086125 591.267521 6 17
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 1536 0.4480677 1904.744155 296.495749 2.9417796 1982-1999 –> 2000-2009 0.8225554 0.3744877 2535.171004 446.773575 9 18
Pacific (27.95,28.05] 3 cstar_tref ~ nitrate + silicate + phosphate 1536 0.4374720 1829.226140 307.789422 1.2635886 1982-1999 –> 2000-2009 0.8700439 0.4325719 2661.825623 574.967294 8 20
Pacific (27.95,28.05] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2276 0.2476415 119.449229 848.695177 1.2487933 2000-2009 –> 2010-2019 0.5302119 0.2825704 609.950029 1508.827885 1 2
Pacific (27.95,28.05] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2276 0.2497886 158.745644 797.089308 1.2673452 2000-2009 –> 2010-2019 0.5367848 0.2869961 696.988663 1414.846430 2 5
Pacific (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2276 0.2563202 276.244364 775.863100 1.4479097 2000-2009 –> 2010-2019 0.5399997 0.2836795 778.779158 1362.476050 3 5
Pacific (27.95,28.05] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 2276 0.2715216 536.503868 764.572060 1.4484160 2000-2009 –> 2010-2019 0.5902505 0.3187289 1394.914046 1343.373001 4 8
Pacific (27.95,28.05] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2276 0.3054371 1074.283908 699.558816 1.3872457 2000-2009 –> 2010-2019 0.6588261 0.3533890 2251.812535 1210.794103 5 10
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2276 0.3124414 1177.491389 737.235661 1.5976944 2000-2009 –> 2010-2019 0.6670643 0.3546230 2365.728020 1273.292874 6 12
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2276 0.3151746 1217.139011 703.436736 1.6047940 2000-2009 –> 2010-2019 0.6716866 0.3565120 2421.695924 1213.585847 7 14
Pacific (27.95,28.05] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 2276 0.3526933 1727.112103 586.043034 1.2915956 2000-2009 –> 2010-2019 0.7121641 0.3594708 2955.059344 1049.676571 11 19
Pacific (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 2276 0.3455219 1633.601850 670.719010 1.2508157 2000-2009 –> 2010-2019 0.7207768 0.3752549 2993.560638 1170.353886 10 19
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2276 0.3276571 1393.942968 837.872034 1.4135945 2000-2009 –> 2010-2019 0.7286430 0.4009859 2959.639610 1489.742477 8 18
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 926 0.1949745 -385.936069 358.089682 0.7932872 1982-1999 –> 2000-2009 0.3844834 0.1895090 -595.788417 808.597553 1 2
Pacific (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + silicate 926 0.2152300 -204.887143 314.351831 1.1778950 1982-1999 –> 2000-2009 0.4116709 0.1964409 -383.832095 636.044920 2 4
Pacific (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 926 0.2302633 -79.846749 217.201460 1.6682484 1982-1999 –> 2000-2009 0.4292305 0.1989671 -247.086917 417.070088 3 6
Pacific (28.05,28.1] 3 cstar_tref ~ aou + nitrate + silicate 926 0.2695005 209.559547 209.274338 1.7897239 1982-1999 –> 2000-2009 0.4901982 0.2206977 135.266619 394.130359 4 8
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 926 0.2809117 290.361863 575.598191 1.5327046 1982-1999 –> 2000-2009 0.5188391 0.2379275 288.926538 960.810588 5 10
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 926 0.2812982 292.908655 613.873839 1.5367320 1982-1999 –> 2000-2009 0.5192696 0.2379714 291.642300 1017.098300 6 12
Pacific (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 926 0.3038570 433.775297 471.020104 2.1686709 1982-1999 –> 2000-2009 0.5427941 0.2389371 434.218573 795.402999 7 14
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 926 0.3501098 696.184529 174.198107 1.8490690 1982-1999 –> 2000-2009 0.6551902 0.3050804 920.475421 307.907745 8 16
Pacific (28.05,28.1] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 926 0.3629025 762.647911 545.444392 1.7040677 1982-1999 –> 2000-2009 0.6821894 0.3192869 1028.630176 990.827715 10 19
Pacific (28.05,28.1] 3 cstar_tref ~ nitrate + silicate + phosphate 926 0.3632048 762.190225 545.089688 1.6399362 1982-1999 –> 2000-2009 0.6835341 0.3203293 1029.158280 982.789732 11 21
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1230 0.1591973 -1015.934136 430.249804 0.7707188 2000-2009 –> 2010-2019 0.3541718 0.1949745 -1401.870205 788.339487 1 2
Pacific (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + silicate 1230 0.1779723 -743.684013 338.577961 1.2693214 2000-2009 –> 2010-2019 0.3932023 0.2152300 -948.571156 652.929792 2 4
Pacific (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 1230 0.2096692 -340.482825 276.414695 1.5676216 2000-2009 –> 2010-2019 0.4399325 0.2302633 -420.329574 493.616155 3 6
Pacific (28.05,28.1] 3 cstar_tref ~ aou + nitrate + silicate 1230 0.2556835 145.604375 251.062976 1.6433085 2000-2009 –> 2010-2019 0.5251840 0.2695005 355.163922 460.337314 4 8
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1230 0.2741534 321.182640 758.298170 1.6298677 2000-2009 –> 2010-2019 0.5550650 0.2809117 611.544503 1333.896361 6 11
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1230 0.2740659 320.397704 820.831904 1.6393789 2000-2009 –> 2010-2019 0.5553641 0.2812982 613.306359 1434.705743 5 11
Pacific (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1230 0.2849826 414.483763 547.239279 2.0436719 2000-2009 –> 2010-2019 0.5888396 0.3038570 848.259060 1018.259383 7 14
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + nitrate 1230 0.3124820 641.095752 173.291409 1.8049726 2000-2009 –> 2010-2019 0.6625918 0.3501098 1337.280281 347.489515 8 16
Pacific (28.05,28.1] 3 cstar_tref ~ sal + aou + nitrate 1230 0.3146632 656.207543 162.967624 1.5729106 2000-2009 –> 2010-2019 0.6670446 0.3523814 1362.369545 307.608894 9 18
Pacific (28.05,28.1] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 1230 0.3168448 675.204135 651.670490 1.7841206 2000-2009 –> 2010-2019 0.6797473 0.3629025 1437.852046 1197.114882 10 20
Pacific (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2253 0.2471676 109.751405 559.901360 0.8597670 1982-1999 –> 2000-2009 0.4946913 0.2475237 169.493555 1231.626826 1 2
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2253 0.2591731 323.469139 191.948040 0.8459265 1982-1999 –> 2000-2009 0.5121051 0.2529321 426.786351 373.028300 3 7
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2253 0.2592479 324.769847 621.040789 0.8472353 1982-1999 –> 2000-2009 0.5121633 0.2529154 427.954624 1229.136647 4 7
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2253 0.2594282 327.903134 174.501071 0.8497415 1982-1999 –> 2000-2009 0.5123178 0.2528896 430.881544 337.271179 5 7
Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2253 0.2612499 357.432347 554.370102 0.8839024 1982-1999 –> 2000-2009 0.5239754 0.2627255 535.335109 1159.741119 6 11
Pacific (28.1,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2253 0.2507654 174.869791 157.630868 0.8999179 1982-1999 –> 2000-2009 0.5247056 0.2739402 439.041442 295.920398 2 9
Pacific (28.1,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 2253 0.2691704 492.015273 133.326553 0.8718787 1982-1999 –> 2000-2009 0.5566893 0.2875189 851.718513 259.117762 7 17
Pacific (28.1,28.2] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2253 0.3185384 1252.818533 187.848155 1.4976661 1982-1999 –> 2000-2009 0.6049241 0.2863857 1606.560340 390.364852 8 17
Pacific (28.1,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2253 0.3200910 1274.727555 635.348989 1.5129290 1982-1999 –> 2000-2009 0.6079068 0.2878158 1638.511561 1279.213734 9 20
Pacific (28.1,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2253 0.3231843 1318.063840 171.148882 1.5220504 1982-1999 –> 2000-2009 0.6126457 0.2894614 1693.341548 352.998841 11 23
Pacific (28.1,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2418 0.2169728 -513.340256 233.533166 1.1409422 2000-2009 –> 2010-2019 0.4677382 0.2507654 -338.470465 391.164035 1 2
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2418 0.2459050 91.997309 331.707397 0.8838483 2000-2009 –> 2010-2019 0.5050781 0.2591731 415.466448 523.655437 2 4
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2418 0.2461437 96.690559 301.887913 0.8854240 2000-2009 –> 2010-2019 0.5055720 0.2594282 424.593693 476.388984 3 6
Pacific (28.1,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 2418 0.2496417 162.931587 219.265658 0.9010782 2000-2009 –> 2010-2019 0.5188122 0.2691704 654.946860 352.592210 4 8
Pacific (28.1,28.2] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2418 0.2565695 297.307362 318.766979 1.5716925 2000-2009 –> 2010-2019 0.5751080 0.3185384 1550.125894 506.615134 5 10
Pacific (28.1,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2418 0.2597313 356.537632 291.012687 1.5957196 2000-2009 –> 2010-2019 0.5829156 0.3231843 1674.601472 462.161569 6 12
Pacific (28.1,28.2] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 2418 0.2674131 495.493989 219.176827 1.9371847 2000-2009 –> 2010-2019 0.5989303 0.3315172 1926.265981 350.972855 7 17
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2418 0.2783614 691.541125 333.778466 1.6768285 2000-2009 –> 2010-2019 0.6027581 0.3243967 2026.476679 525.720709 8 15
Pacific (28.1,28.2] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 2418 0.2952604 974.562599 151.960848 1.5115193 2000-2009 –> 2010-2019 0.6249455 0.3296851 2380.363461 287.699850 10 18
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2418 0.2970117 1003.160769 330.742848 1.1376954 2000-2009 –> 2010-2019 0.6272206 0.3302089 2416.115378 521.897196 11 20
Pacific (28.2,28.3] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 5337 0.2664254 1041.665006 467.259832 1.1097891 1982-1999 –> 2000-2009 0.5469021 0.2804767 1910.697190 1171.262748 1 2
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 5337 0.2818220 1641.348328 337.497856 1.2635449 1982-1999 –> 2000-2009 0.5756914 0.2938694 2780.453317 607.347535 2 6
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 5337 0.2822650 1658.112173 430.392654 1.2608896 1982-1999 –> 2000-2009 0.5765420 0.2942770 2805.243425 771.775173 3 8
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 5337 0.2823035 1659.568210 373.201956 1.2604699 1982-1999 –> 2000-2009 0.5765968 0.2942933 2807.018583 677.234169 5 11
Pacific (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 5337 0.2822986 1657.384164 401.036039 1.2554610 1982-1999 –> 2000-2009 0.5766385 0.2943398 2803.750918 706.347921 4 11
Pacific (28.2,28.3] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 5337 0.2835272 1703.737981 241.253191 1.3059635 1982-1999 –> 2000-2009 0.5781899 0.2946627 2856.451617 404.394317 6 14
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 5337 0.2860693 1801.012307 604.893618 1.2889139 1982-1999 –> 2000-2009 0.5782634 0.2921941 2907.015510 1374.843633 7 9
Pacific (28.2,28.3] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 5337 0.2875048 1852.442920 367.977211 1.2233324 1982-1999 –> 2000-2009 0.5813557 0.2938509 2989.183538 700.738832 8 11
Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate 5337 0.2887111 1897.132679 314.705769 1.3116772 1982-1999 –> 2000-2009 0.5840031 0.2952920 3062.199143 526.291275 9 18
Pacific (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate 5337 0.2889799 1905.064831 240.695265 1.2760920 1982-1999 –> 2000-2009 0.5843020 0.2953222 3068.722804 402.487754 10 20
Pacific (28.2,28.3] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 7615 0.2666459 1492.903804 535.167350 1.4112416 2000-2009 –> 2010-2019 0.5330712 0.2664254 2534.568810 1002.427182 1 2
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 7615 0.2704285 1707.441289 486.561828 1.5930205 2000-2009 –> 2010-2019 0.5522506 0.2818220 3348.789618 824.059684 2 4
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 7615 0.2707622 1726.218566 626.066366 1.6079372 2000-2009 –> 2010-2019 0.5530272 0.2822650 3384.330739 1056.459020 3 6
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 7615 0.2707752 1726.951968 514.150683 1.6087393 2000-2009 –> 2010-2019 0.5530787 0.2823035 3386.520179 887.352639 4 9
Pacific (28.2,28.3] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 7615 0.2720447 1796.186446 399.554649 1.5113421 2000-2009 –> 2010-2019 0.5555719 0.2835272 3499.924427 640.807840 6 12
Pacific (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 7615 0.2741407 1913.078326 573.652524 1.4579535 2000-2009 –> 2010-2019 0.5564393 0.2822986 3570.462490 974.688562 8 12
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 7615 0.2713443 1758.925634 625.872532 1.6481651 2000-2009 –> 2010-2019 0.5574136 0.2860693 3559.937940 1230.766150 5 12
Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate 7615 0.2720995 1799.258659 490.513130 1.6536433 2000-2009 –> 2010-2019 0.5608106 0.2887111 3696.391338 805.218900 7 16
Pacific (28.2,28.3] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 7615 0.2764887 2042.971844 443.934499 1.6134313 2000-2009 –> 2010-2019 0.5639936 0.2875048 3895.414764 811.911710 9 17
Pacific (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate 7615 0.2764897 2041.024975 397.883355 1.6131737 2000-2009 –> 2010-2019 0.5654696 0.2889799 3946.089806 638.578620 10 20
Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1498 0.1546307 -1327.539344 307.883524 0.7529635 1982-1999 –> 2000-2009 0.2363981 0.0817674 -2780.375807 1042.224692 1 2
Pacific (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1498 0.1862104 -770.770955 327.582144 0.5553671 1982-1999 –> 2000-2009 0.3276450 0.1414346 -1482.766748 1271.604941 2 4
Pacific (28.3, Inf] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1498 0.2081995 -436.359256 666.694948 0.5427848 1982-1999 –> 2000-2009 0.3508066 0.1426071 -1137.193347 1501.504853 3 6
Pacific (28.3, Inf] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 1498 0.2092337 -423.513233 297.067623 0.5662846 1982-1999 –> 2000-2009 0.3540248 0.1447910 -1105.799205 1119.080189 4 8
Pacific (28.3, Inf] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 1498 0.2305467 -132.896339 221.787208 0.5585197 1982-1999 –> 2000-2009 0.3841769 0.1536302 -735.067388 1032.767607 6 11
Pacific (28.3, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1498 0.2282621 -162.732983 277.855499 0.5888871 1982-1999 –> 2000-2009 0.4089953 0.1807332 -545.239606 773.103742 5 18
Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1498 0.2321404 -110.257147 229.887865 0.5866306 1982-1999 –> 2000-2009 0.4164363 0.1842959 -464.372024 1176.284129 7 22
Pacific (28.3, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1498 0.2321468 -112.175121 195.047038 0.5905505 1982-1999 –> 2000-2009 0.4165495 0.1844028 -467.506049 561.560653 8 24
Pacific (28.3, Inf] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1498 0.2323306 -109.803232 527.023726 0.5885218 1982-1999 –> 2000-2009 0.4167925 0.1844619 -464.700589 1300.032397 10 27
Pacific (28.3, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1498 0.2323084 -110.090165 229.883181 0.5672169 1982-1999 –> 2000-2009 0.4168009 0.1844925 -464.763386 1064.690176 9 27
Pacific (28.3, Inf] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1113 0.1655200 -831.266980 282.110234 0.8694818 2000-2009 –> 2010-2019 0.3039496 0.1384296 -2490.398011 578.189397 1 2
Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1113 0.1956703 -458.770006 312.811689 1.1744243 2000-2009 –> 2010-2019 0.3503011 0.1546307 -1786.309349 620.695212 3 5
Pacific (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1113 0.1917396 -503.942033 396.338842 0.5617386 2000-2009 –> 2010-2019 0.3779500 0.1862104 -1274.712988 723.920986 2 5
Pacific (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1113 0.2020826 -386.991972 272.892594 0.5180522 2000-2009 –> 2010-2019 0.4061199 0.2040373 -883.851712 589.831721 4 8
Pacific (28.3, Inf] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1113 0.2060513 -343.699560 770.266459 0.5233949 2000-2009 –> 2010-2019 0.4142508 0.2081995 -780.058816 1436.961407 5 10
Pacific (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1113 0.2064332 -339.577863 301.125449 0.5263753 2000-2009 –> 2010-2019 0.4149894 0.2085562 -770.808269 620.241698 6 12
Pacific (28.3, Inf] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 1113 0.2076338 -328.668743 292.983541 0.5412385 2000-2009 –> 2010-2019 0.4168675 0.2092337 -752.181975 590.051163 8 15
Pacific (28.3, Inf] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1113 0.2074900 -328.210651 244.444117 0.5300345 2000-2009 –> 2010-2019 0.4180801 0.2105900 -730.365391 529.475922 7 15
Pacific (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1113 0.2189846 -208.189140 309.061197 0.6022984 2000-2009 –> 2010-2019 0.4471522 0.2281676 -370.162714 658.931587 10 19
Pacific (28.3, Inf] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1113 0.2199402 -200.496685 242.265416 0.6082624 2000-2009 –> 2010-2019 0.4482023 0.2282621 -363.229668 520.120915 11 21
SO (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 21 0.1969274 5.348770 83.479008 0.5002549 1982-1999 –> 2000-2009 0.9362656 0.7393382 57.324685 214.562921 1 2
SO (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 21 0.2601349 15.040108 19.463329 0.8193844 1982-1999 –> 2000-2009 1.0127412 0.7526063 65.620776 105.794804 2 4
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 21 0.3295672 26.976465 148.625055 0.6127254 1982-1999 –> 2000-2009 1.1658249 0.8362577 83.140548 239.724352 3 8
SO (26,26.5] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 21 0.6489496 53.434612 25.302337 1.9054344 1982-1999 –> 2000-2009 1.4699456 0.8209959 106.972460 106.939902 6 9
SO (26,26.5] 4 cstar_tref ~ sal + temp + aou + nitrate 21 0.4910156 41.721682 43.226183 1.3632017 1982-1999 –> 2000-2009 1.5339176 1.0429020 103.393838 124.599034 4 11
SO (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + silicate 21 0.6823299 55.541254 9.565996 1.1307286 1982-1999 –> 2000-2009 1.9064670 1.2241371 122.661194 56.625847 7 25
SO (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 21 0.9017666 67.252635 42.019760 2.7466030 1982-1999 –> 2000-2009 1.9226233 1.0208568 128.198382 85.907332 8 14
SO (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate 21 0.6010383 50.213358 265.800575 1.2288555 1982-1999 –> 2000-2009 1.9446789 1.3436406 120.500284 358.297254 5 28
SO (26,26.5] 3 cstar_tref ~ temp + nitrate + phosphate_star 21 1.1508704 75.497198 16.855828 2.3456038 1982-1999 –> 2000-2009 1.9776394 0.8267689 127.273286 40.544303 10 14
SO (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 21 0.9127325 69.760296 561.062477 1.6347644 1982-1999 –> 2000-2009 2.0527134 1.1399809 136.458597 1241.818551 9 17
SO (26,26.5] 2 cstar_tref ~ nitrate + phosphate 5 0.0505938 -7.649872 127.772447 0.0937088 2000-2009 –> 2010-2019 2.5572126 2.5066188 98.540806 194.165674 4 5
SO (26,26.5] 2 cstar_tref ~ temp + nitrate 5 0.0612034 -5.746146 1.743436 0.1162740 2000-2009 –> 2010-2019 2.5823028 2.5210994 100.686466 2.752729 9 11
SO (26,26.5] 2 cstar_tref ~ sal + nitrate 5 0.0576802 -6.339027 1.231373 0.1105365 2000-2009 –> 2010-2019 2.5857515 2.5280713 100.209572 2.235187 8 11
SO (26,26.5] 2 cstar_tref ~ aou + nitrate 5 0.0516331 -7.446547 1.007304 0.0984033 2000-2009 –> 2010-2019 2.5886226 2.5369896 99.249955 4.973095 5 10
SO (26,26.5] 2 cstar_tref ~ nitrate + silicate 5 0.0622074 -5.583420 46.756134 0.0906919 2000-2009 –> 2010-2019 2.5974763 2.5352689 101.084586 48.578080 10 14
SO (26,26.5] 2 cstar_tref ~ nitrate + phosphate_star 5 0.0534546 -7.099837 1.674031 0.1016810 2000-2009 –> 2010-2019 2.6073704 2.5539157 99.875947 2.676531 6 12
SO (26,26.5] 2 cstar_tref ~ aou + phosphate 5 0.0538135 -7.032928 1.030836 0.0805678 2000-2009 –> 2010-2019 7.9391396 7.8853262 147.292641 3.808312 7 14
SO (26,26.5] 2 cstar_tref ~ phosphate + phosphate_star 5 0.0457944 -8.646548 1.963045 0.0731260 2000-2009 –> 2010-2019 9.0360623 8.9902679 151.186861 2.991153 2 10
SO (26,26.5] 2 cstar_tref ~ temp + phosphate 5 0.0383333 -10.424976 2.060530 0.0532852 2000-2009 –> 2010-2019 13.3238748 13.2855415 165.810848 3.060636 1 10
SO (26,26.5] 2 cstar_tref ~ aou + phosphate_star 5 0.2296953 7.479369 3.116749 0.4257299 2000-2009 –> 2010-2019 15.8051634 15.5754681 190.394066 4.379060 11 21
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 68 1.1327395 223.926551 78.433229 4.0759146 1982-1999 –> 2000-2009 2.4508824 1.3181429 421.004089 193.441247 2 3
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 68 1.1785730 229.321035 72.459340 4.0181592 1982-1999 –> 2000-2009 2.5369834 1.3584104 429.648441 165.231831 5 7
SO (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 68 1.1244130 222.923150 96.081361 3.9890927 1982-1999 –> 2000-2009 2.5371138 1.4127008 427.482872 226.080060 1 5
SO (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 68 1.1556839 226.653796 70.510010 3.9270842 1982-1999 –> 2000-2009 2.5981536 1.4424697 433.465681 163.553815 4 10
SO (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 68 1.1391914 222.698981 61.193661 3.9849699 1982-1999 –> 2000-2009 2.6023311 1.4631398 429.047484 176.199716 3 10
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 68 1.1917818 230.836769 73.261223 3.7789642 1982-1999 –> 2000-2009 2.6110317 1.4192499 435.896007 130.423563 7 12
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 68 1.2360145 235.792963 69.251692 4.2236947 1982-1999 –> 2000-2009 2.6431331 1.4071186 439.925082 157.066891 10 13
SO (26.5,26.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 68 1.1958308 229.298042 32.234788 3.7192535 1982-1999 –> 2000-2009 2.6849028 1.4890720 437.543936 52.701883 8 17
SO (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 68 1.1816188 227.672045 67.800960 3.9528187 1982-1999 –> 2000-2009 2.6906498 1.5090310 437.355923 160.561874 6 17
SO (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 68 1.2161713 233.591880 71.565879 4.1466097 1982-1999 –> 2000-2009 2.7072555 1.4910842 443.983618 161.012023 9 19
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 14 0.5436950 36.668006 77.813084 1.2262386 2000-2009 –> 2010-2019 1.6764345 1.1327395 260.594556 156.246312 3 5
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 14 0.5447072 36.720088 107.091668 1.2257391 2000-2009 –> 2010-2019 1.7232802 1.1785730 266.041123 179.551008 4 9
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 14 0.5393184 36.441702 66.566088 1.2105486 2000-2009 –> 2010-2019 1.7753329 1.2360145 272.234665 135.817780 2 12
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 14 0.5994000 39.399145 101.067760 1.4467766 2000-2009 –> 2010-2019 1.7911817 1.1917818 270.235914 174.328982 6 13
SO (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 14 0.5310831 36.010849 591.213087 1.1499249 2000-2009 –> 2010-2019 1.9039071 1.3728240 286.080805 1216.964954 1 15
SO (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 14 0.6008717 37.467811 66.970997 1.4592892 2000-2009 –> 2010-2019 1.9091600 1.3082883 278.989326 139.382182 7 19
SO (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 14 0.9330812 51.790915 117.332623 2.0173359 2000-2009 –> 2010-2019 2.0574942 1.1244130 274.714064 213.413984 8 9
SO (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 14 0.9432839 52.095415 90.222773 2.0474798 2000-2009 –> 2010-2019 2.0989678 1.1556839 278.749211 160.732783 9 13
SO (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 14 0.9591354 52.562033 73.843711 2.0631742 2000-2009 –> 2010-2019 2.1753067 1.2161713 286.153913 145.409589 10 19
SO (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 14 1.1248177 55.023668 29.684817 2.9998989 2000-2009 –> 2010-2019 2.2640091 1.1391914 277.722648 90.878479 13 16
SO (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 183 1.9727175 781.996303 57.760754 6.8158324 1982-1999 –> 2000-2009 3.9424586 1.9697412 1710.218837 112.140513 1 2
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 183 2.0061958 788.155451 58.172909 6.9495259 1982-1999 –> 2000-2009 3.9942334 1.9880376 1720.409181 108.661808 2 5
SO (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 183 2.0339939 793.191984 30.099190 6.7836840 1982-1999 –> 2000-2009 4.0278832 1.9938892 1726.727169 55.369925 4 9
SO (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 183 2.0361004 791.570835 26.366051 6.9671458 1982-1999 –> 2000-2009 4.0404443 2.0043439 1725.386142 48.603840 5 12
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 183 2.0410971 794.467921 53.091001 7.1196268 1982-1999 –> 2000-2009 4.0829224 2.0418252 1738.361164 113.002536 6 17
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 183 2.0241631 791.418712 32.508647 6.3863699 1982-1999 –> 2000-2009 4.1089698 2.0848067 1744.394720 57.393073 3 17
SO (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 183 2.2567979 831.236090 56.190725 7.1483257 1982-1999 –> 2000-2009 4.2388519 1.9820540 1762.175578 116.273226 9 11
SO (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 183 2.2488634 829.947029 50.446680 7.3136490 1982-1999 –> 2000-2009 4.2505012 2.0016378 1765.173290 99.129327 8 14
SO (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 183 2.0783581 799.089120 24.291187 7.2262294 1982-1999 –> 2000-2009 4.2716512 2.1932931 1772.182517 43.864978 7 22
SO (26.75,27] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 183 2.2567985 829.236179 19.611612 7.1501222 1982-1999 –> 2000-2009 4.2728460 2.0160475 1765.589945 35.995823 10 19
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 134 1.4620512 496.072752 24.891429 4.9790692 2000-2009 –> 2010-2019 3.4862143 2.0241631 1287.491463 57.400077 1 4
SO (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 134 1.5194724 506.396855 67.632207 4.1747393 2000-2009 –> 2010-2019 3.4921899 1.9727175 1288.393158 125.392961 2 3
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 134 1.5512993 511.952413 68.375017 4.3170765 2000-2009 –> 2010-2019 3.5574951 2.0061958 1300.107864 126.547926 3 5
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 134 1.5814020 517.103093 67.851328 4.4196971 2000-2009 –> 2010-2019 3.6224992 2.0410971 1311.571014 120.942329 4 10
SO (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 134 1.7384236 542.473818 18.654138 4.1926015 2000-2009 –> 2010-2019 3.7724175 2.0339939 1335.665802 48.753327 5 9
SO (26.75,27] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 134 1.7391270 540.582237 18.637416 4.2306001 2000-2009 –> 2010-2019 3.7752274 2.0361004 1332.153072 45.003466 6 11
SO (26.75,27] 4 cstar_tref ~ sal + temp + aou + nitrate 134 1.7575867 543.411900 24.095245 4.8967502 2000-2009 –> 2010-2019 3.8359448 2.0783581 1342.501020 48.386432 7 14
SO (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 134 1.7958960 551.190613 54.890420 5.9974723 2000-2009 –> 2010-2019 4.0526939 2.2567979 1382.426703 111.081145 8 17
SO (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 134 1.8113402 553.485490 47.212264 5.9856622 2000-2009 –> 2010-2019 4.0602036 2.2488634 1383.432519 97.658943 10 18
SO (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 134 1.8205111 554.838962 448.656954 5.3818732 2000-2009 –> 2010-2019 4.0881344 2.2676233 1387.826474 784.082887 12 23
SO (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 671 1.6969251 2627.889070 286.701372 10.7764277 1982-1999 –> 2000-2009 3.5003493 1.8034242 4835.308374 600.211773 1 2
SO (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 671 1.7279468 2652.200795 361.878886 11.1414241 1982-1999 –> 2000-2009 3.5695795 1.8416327 4882.514238 777.254142 2 5
SO (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 671 1.7709800 2685.212857 51.288441 7.7526439 1982-1999 –> 2000-2009 3.5778277 1.8068477 4894.703187 96.547920 4 6
SO (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 671 1.7699544 2684.435517 282.410431 11.2916755 1982-1999 –> 2000-2009 3.6498826 1.8799282 4937.223455 591.640913 3 7
SO (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 671 1.8290853 2728.536594 777.758566 12.0705139 1982-1999 –> 2000-2009 3.7859852 1.9568999 5025.144263 1768.978804 5 12
SO (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 671 1.8441148 2739.518656 205.598245 12.1344655 1982-1999 –> 2000-2009 3.7968410 1.9527262 5033.794838 407.726349 6 12
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 671 1.8985416 2776.552961 36.002173 9.1605563 1982-1999 –> 2000-2009 3.8409192 1.9423776 5063.026616 64.227777 7 12
SO (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 671 1.9203011 2791.846375 201.858863 12.5955323 1982-1999 –> 2000-2009 3.9584973 2.0381962 5130.902450 403.661223 8 16
SO (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 671 2.0288263 2867.623390 259.133285 10.4803365 1982-1999 –> 2000-2009 4.0970870 2.0682607 5224.669417 544.816948 9 18
SO (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 671 2.0316376 2867.481724 236.313556 10.6220517 1982-1999 –> 2000-2009 4.1001195 2.0684819 5222.644520 475.600916 10 20
SO (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 385 1.2911064 1303.317317 231.926451 6.1205620 2000-2009 –> 2010-2019 2.9880315 1.6969251 3931.206387 518.627823 2 3
SO (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 385 1.3071351 1312.817795 311.285780 6.1037816 2000-2009 –> 2010-2019 3.0350820 1.7279468 3965.018589 673.164667 6 8
SO (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 385 1.3160786 1318.068226 226.068863 6.1927818 2000-2009 –> 2010-2019 3.0860330 1.7699544 4002.503743 508.479294 7 10
SO (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 385 1.3331665 1328.001511 63.761380 6.6398691 2000-2009 –> 2010-2019 3.1041465 1.7709800 4013.214368 115.049821 10 14
SO (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 385 1.3525133 1339.095405 816.274727 6.1636721 2000-2009 –> 2010-2019 3.1815986 1.8290853 4067.631999 1594.033293 12 17
SO (27,27.25] 4 cstar_tref ~ sal + temp + aou + nitrate 385 1.3627687 1342.911891 52.786633 7.0888646 2000-2009 –> 2010-2019 3.2613104 1.8985416 4119.464852 88.788806 14 21
SO (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 385 1.2762801 1294.423939 188.122411 6.9279751 2000-2009 –> 2010-2019 3.3051064 2.0288263 4162.047329 447.255696 1 10
SO (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 385 1.2962568 1304.382825 176.059592 6.6468680 2000-2009 –> 2010-2019 3.3278944 2.0316376 4171.864549 412.373148 3 13
SO (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 385 1.5374931 1437.800668 207.711622 4.7958459 2000-2009 –> 2010-2019 3.3816079 1.8441148 4177.319323 413.309867 17 23
SO (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 385 1.2998469 1308.512443 188.028240 7.0825729 2000-2009 –> 2010-2019 3.3955574 2.0957106 4219.663929 460.602088 4 15
SO (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1131 1.5637621 4234.966745 683.047204 6.9992108 1982-1999 –> 2000-2009 2.6946405 1.1308784 7252.652709 1564.764137 1 3
SO (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1131 1.5725471 4247.638810 840.734307 6.9581091 1982-1999 –> 2000-2009 2.7108858 1.1383387 7278.133324 1805.537653 2 7
SO (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1131 1.6048361 4293.613866 466.204244 7.6895520 1982-1999 –> 2000-2009 2.7337044 1.1288683 7307.834234 995.496255 4 5
SO (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1131 1.5942429 4278.633371 104.183500 7.0688693 1982-1999 –> 2000-2009 2.7453647 1.1511218 7330.881180 265.258803 3 12
SO (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1131 1.6129229 4304.983590 481.339921 7.6572815 1982-1999 –> 2000-2009 2.7492364 1.1363135 7332.009273 980.176605 7 11
SO (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1131 1.6111166 4302.448919 645.785484 7.5928464 1982-1999 –> 2000-2009 2.7559671 1.1448505 7344.055135 1382.520340 5 12
SO (27.25,27.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1131 1.6428012 4344.502130 389.034351 7.9471380 1982-1999 –> 2000-2009 2.7747446 1.1319434 7362.021708 844.030385 10 13
SO (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1131 1.6127747 4302.775738 528.912015 6.7699181 1982-1999 –> 2000-2009 2.7755531 1.1627784 7372.650361 1412.492249 6 16
SO (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1131 1.6541162 4360.028586 443.776139 7.9191118 1982-1999 –> 2000-2009 2.7938574 1.1397412 7390.921621 896.505355 12 18
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 1131 1.6151275 4306.073223 88.128936 6.8393346 1982-1999 –> 2000-2009 2.7973565 1.1822290 7408.263814 245.815944 9 22
SO (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 641 1.7795666 2571.985367 804.214974 6.2633092 2000-2009 –> 2010-2019 3.3844027 1.6048361 6865.599234 1270.419218 1 3
SO (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 641 1.8056663 2590.651047 220.854952 6.2846974 2000-2009 –> 2010-2019 3.3999092 1.5942429 6869.284419 325.038452 8 9
SO (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 641 1.7887426 2578.578792 747.721076 6.2649938 2000-2009 –> 2010-2019 3.4016656 1.6129229 6883.562381 1229.060997 3 7
SO (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 641 1.7955971 2583.482044 892.740891 6.2834846 2000-2009 –> 2010-2019 3.4067137 1.6111166 6885.930963 1538.526375 5 8
SO (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 641 1.8076273 2590.042563 219.593339 6.3265935 2000-2009 –> 2010-2019 3.4226064 1.6149791 6895.907972 323.361535 10 15
SO (27.25,27.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 641 1.7830102 2572.463717 718.429694 6.1566163 2000-2009 –> 2010-2019 3.4258114 1.6428012 6916.965847 1107.464045 2 9
SO (27.25,27.5] 4 cstar_tref ~ sal + temp + aou + nitrate 641 1.8187073 2597.876695 209.521651 5.6490050 2000-2009 –> 2010-2019 3.4338348 1.6151275 6903.949918 297.650587 11 17
SO (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 641 1.7925401 2579.297591 707.247241 6.0403334 2000-2009 –> 2010-2019 3.4466564 1.6541162 6939.326176 1151.023380 4 13
SO (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 641 1.8015358 2585.715070 790.693966 5.8831494 2000-2009 –> 2010-2019 3.4557108 1.6541750 6945.824113 1340.546265 6 16
SO (27.25,27.5] 3 cstar_tref ~ temp + aou + nitrate 641 1.8249967 2600.302437 206.195183 5.5978804 2000-2009 –> 2010-2019 3.4792577 1.6542610 6958.528979 293.901115 13 24
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1859 1.4253445 6605.322890 563.908250 4.9384125 1982-1999 –> 2000-2009 2.5859980 1.1606536 11217.605466 1048.657543 1 2
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1859 1.4275727 6613.130599 323.821721 4.8816191 1982-1999 –> 2000-2009 2.6278373 1.2002646 11325.874694 578.330730 2 7
SO (27.5,27.75] 3 cstar_tref ~ aou + nitrate + phosphate 1859 1.5096290 6816.923657 558.706482 5.5766351 1982-1999 –> 2000-2009 2.6712875 1.1616584 11429.745294 966.475468 6 8
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 1859 1.4659543 6709.772472 54.389247 4.4241610 1982-1999 –> 2000-2009 2.6796032 1.2136488 11453.052635 118.918264 3 9
SO (27.5,27.75] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1859 1.4873488 6763.641522 560.293637 4.9555178 1982-1999 –> 2000-2009 2.6809652 1.1936165 11458.089242 1020.232360 4 7
SO (27.5,27.75] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 1859 1.5520364 6919.926881 556.299567 5.7942819 1982-1999 –> 2000-2009 2.7462057 1.1941693 11613.733207 961.452034 9 13
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1859 1.4924982 6778.491520 72.560223 4.7965910 1982-1999 –> 2000-2009 2.7468786 1.2543805 11620.624232 185.918999 5 15
SO (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 1859 1.5340029 6878.473540 322.988652 5.8381357 1982-1999 –> 2000-2009 2.7604681 1.2264652 11652.574880 506.241799 7 14
SO (27.5,27.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 1859 1.5380182 6888.192870 20.168623 4.5128918 1982-1999 –> 2000-2009 2.8054244 1.2674062 11758.635640 37.367459 8 19
SO (27.5,27.75] 3 cstar_tref ~ aou + nitrate + silicate 1859 1.6120360 7060.950863 25.831729 6.7108299 1982-1999 –> 2000-2009 2.8478552 1.2358192 11855.344335 45.126180 10 18
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1028 1.8131026 4152.738878 679.702988 6.8258066 2000-2009 –> 2010-2019 3.2384471 1.4253445 10758.061768 1243.611239 1 2
SO (27.5,27.75] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1028 1.8167744 4156.898386 667.821351 6.9248593 2000-2009 –> 2010-2019 3.3041232 1.4873488 10920.539908 1228.114988 3 7
SO (27.5,27.75] 3 cstar_tref ~ aou + nitrate + phosphate 1028 1.8154372 4153.384499 671.137233 7.1172129 2000-2009 –> 2010-2019 3.3250662 1.5096290 10970.308156 1229.843715 2 8
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1028 1.9320530 4285.384593 754.562175 6.7509667 2000-2009 –> 2010-2019 3.3596256 1.4275727 10898.515192 1078.383896 12 14
SO (27.5,27.75] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 1028 1.8178820 4156.151431 666.084008 7.1202087 2000-2009 –> 2010-2019 3.3699184 1.5520364 11076.078312 1222.383576 4 13
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 1028 1.9406757 4292.540075 94.671110 6.6945069 2000-2009 –> 2010-2019 3.4066300 1.4659543 11002.312546 149.060357 14 17
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1028 1.9150099 4267.167673 187.712808 7.7114982 2000-2009 –> 2010-2019 3.4075080 1.4924982 11045.659193 260.273032 8 13
SO (27.5,27.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1028 1.8213207 4162.036835 819.562784 7.1010095 2000-2009 –> 2010-2019 3.4357558 1.6144352 11230.517141 1529.821445 5 16
SO (27.5,27.75] 3 cstar_tref ~ temp + nitrate + phosphate 1028 1.8213272 4160.044214 698.843416 7.1144491 2000-2009 –> 2010-2019 3.4518028 1.6304756 11263.282914 1278.323975 6 19
SO (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 1028 1.9460485 4298.224321 491.415775 7.8463195 2000-2009 –> 2010-2019 3.4800514 1.5340029 11176.697861 814.404427 15 22
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 695 1.1944868 2233.350630 358.607620 5.1165418 1982-1999 –> 2000-2009 2.1786188 0.9841321 3928.076786 485.998866 1 2
SO (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + silicate 695 1.2587609 2304.202243 227.815090 5.2459615 1982-1999 –> 2000-2009 2.2465907 0.9878298 4001.421216 324.936813 11 13
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 695 1.2403186 2285.686446 85.991081 5.4560190 1982-1999 –> 2000-2009 2.2497240 1.0094054 4010.789830 120.067169 4 7
SO (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + silicate 695 1.2261497 2267.716293 222.268371 5.9575170 1982-1999 –> 2000-2009 2.2766237 1.0504740 4038.595964 331.911905 3 9
SO (27.75,27.85] 3 cstar_tref ~ aou + nitrate + phosphate 695 1.2482981 2290.600270 609.404893 5.5566931 1982-1999 –> 2000-2009 2.2930526 1.0447545 4052.939424 1113.812320 5 10
SO (27.75,27.85] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 695 1.2830210 2330.736803 60.067836 5.3585648 1982-1999 –> 2000-2009 2.2949992 1.0119782 4056.889796 89.601093 13 17
SO (27.75,27.85] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 695 1.2241361 2265.431725 665.008293 6.6410392 1982-1999 –> 2000-2009 2.3171895 1.0930534 4083.912187 1175.340197 2 13
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate 695 1.2493421 2293.762371 503.115346 6.3606525 1982-1999 –> 2000-2009 2.3246934 1.0753513 4092.682318 924.557524 6 15
SO (27.75,27.85] 3 cstar_tref ~ sal + nitrate + phosphate 695 1.2500686 2292.570356 484.076676 6.4548835 1982-1999 –> 2000-2009 2.3514976 1.1014290 4118.195641 896.503806 8 23
SO (27.75,27.85] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 695 1.2521538 2294.887032 533.419479 5.9294603 1982-1999 –> 2000-2009 2.3516675 1.0995137 4118.427241 988.000085 9 22
SO (27.75,27.85] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 507 1.8251305 2060.878292 749.767569 6.6276707 2000-2009 –> 2010-2019 3.0492666 1.2241361 4326.310017 1414.775862 2 4
SO (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate 507 1.8117407 2053.411817 741.610411 6.0317242 2000-2009 –> 2010-2019 3.0610829 1.2493421 4347.174189 1244.725758 1 7
SO (27.75,27.85] 3 cstar_tref ~ temp + nitrate + phosphate 507 1.8279898 2060.465588 659.362833 5.7705161 2000-2009 –> 2010-2019 3.0773321 1.2493423 4352.228126 1138.260647 4 11
SO (27.75,27.85] 3 cstar_tref ~ sal + nitrate + phosphate 507 1.8276795 2060.293455 676.358893 6.5299383 2000-2009 –> 2010-2019 3.0777481 1.2500686 4352.863810 1160.435569 3 11
SO (27.75,27.85] 3 cstar_tref ~ nitrate + phosphate + phosphate_star 507 1.8793211 2088.547014 700.241315 6.4788084 2000-2009 –> 2010-2019 3.1314749 1.2521538 4383.434046 1233.660795 5 14
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 507 1.9587667 2134.531130 498.745511 6.2278408 2000-2009 –> 2010-2019 3.1532535 1.1944868 4367.881759 857.353131 9 10
SO (27.75,27.85] 3 cstar_tref ~ aou + nitrate + phosphate 507 1.9236554 2112.190105 754.680989 7.0058718 2000-2009 –> 2010-2019 3.1719535 1.2482981 4402.790375 1364.085881 6 11
SO (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + silicate 507 1.9684475 2137.530257 262.480895 6.5984633 2000-2009 –> 2010-2019 3.1945972 1.2261497 4405.246550 484.749265 11 14
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 507 1.9549964 2132.577487 112.622386 6.2704031 2000-2009 –> 2010-2019 3.1953150 1.2403186 4418.263933 198.613467 7 11
SO (27.75,27.85] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 507 1.9553233 2130.746993 50.720976 6.2366004 2000-2009 –> 2010-2019 3.2383443 1.2830210 4461.483796 110.788812 8 21
SO (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 753 1.2346822 2468.406704 669.733419 6.3062809 1982-1999 –> 2000-2009 2.3132155 1.0785333 4619.599721 1261.005664 3 5
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 753 1.2420558 2477.373922 754.543320 6.1770279 1982-1999 –> 2000-2009 2.3176488 1.0755930 4624.663155 1506.857618 4 5
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 753 1.2304456 2463.230248 659.859616 6.3418462 1982-1999 –> 2000-2009 2.3190795 1.0886339 4627.753147 1252.915018 2 7
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 753 1.2272866 2459.358858 701.768987 6.3904473 1982-1999 –> 2000-2009 2.3234296 1.0961430 4633.711566 1313.786730 1 7
SO (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 753 1.2591118 2497.913742 188.036063 6.1119914 1982-1999 –> 2000-2009 2.3397063 1.0805944 4651.836997 407.685078 9 12
SO (27.85,27.95] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 753 1.2425227 2475.939883 627.390388 6.0632975 1982-1999 –> 2000-2009 2.3728704 1.1303477 4692.233133 1209.336312 6 17
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 753 1.2420621 2475.381594 630.446918 6.0922557 1982-1999 –> 2000-2009 2.3745728 1.1325106 4694.408546 1217.257344 5 17
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 753 1.2455445 2479.598088 722.989320 6.0308192 1982-1999 –> 2000-2009 2.3752601 1.1297155 4695.091390 1466.615330 8 18
SO (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 753 1.2427210 2476.180280 651.023065 6.1369259 1982-1999 –> 2000-2009 2.3792290 1.1365080 4700.245774 1247.480846 7 20
SO (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 753 1.2990648 2542.958255 179.624099 6.0135738 1982-1999 –> 2000-2009 2.3824053 1.0833405 4698.510853 369.857381 12 16
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 692 1.8742816 2847.274907 196.197961 6.9434022 2000-2009 –> 2010-2019 3.1015682 1.2272866 5306.633765 897.966948 1 2
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 692 1.8770361 2849.307448 248.337698 6.9705847 2000-2009 –> 2010-2019 3.1074817 1.2304456 5312.537695 908.197313 2 4
SO (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 692 1.8777925 2849.864987 386.069351 6.9404973 2000-2009 –> 2010-2019 3.1124746 1.2346822 5318.271691 1055.802771 3 6
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 692 1.8933288 2861.268740 305.946711 6.9977073 2000-2009 –> 2010-2019 3.1353846 1.2420558 5338.642662 1060.490032 5 9
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate 692 1.9494202 2899.675199 227.372392 8.2250117 2000-2009 –> 2010-2019 3.1914823 1.2420621 5375.056792 857.819310 9 14
SO (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 692 1.9500387 2900.114275 195.518284 8.2314012 2000-2009 –> 2010-2019 3.1927598 1.2427210 5376.294555 846.541350 10 17
SO (27.85,27.95] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 692 1.9512211 2900.953191 385.506149 8.2134120 2000-2009 –> 2010-2019 3.1937438 1.2425227 5376.893074 1012.896537 11 17
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 692 1.9628149 2909.152341 298.760061 8.2321098 2000-2009 –> 2010-2019 3.2083595 1.2455445 5388.750430 1021.749381 14 22
SO (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 692 1.9888921 2929.418513 254.464424 8.5642458 2000-2009 –> 2010-2019 3.2480039 1.2591118 5427.332255 442.500487 16 25
SO (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 692 1.9892554 2927.671337 140.317812 8.4072593 2000-2009 –> 2010-2019 3.2883202 1.2990648 5470.629592 319.941911 17 29
SO (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 929 1.3103423 3152.583578 678.870741 5.0735830 1982-1999 –> 2000-2009 2.3552181 1.0448758 5670.959775 1413.074454 5 6
SO (27.95,28.05] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 929 1.3106703 3151.048694 675.703763 5.1033401 1982-1999 –> 2000-2009 2.3556410 1.0449707 5667.580292 1255.857109 7 9
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 929 1.3096299 3151.573244 583.917553 5.0053372 1982-1999 –> 2000-2009 2.3579266 1.0482967 5675.545350 1366.474206 2 5
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 929 1.3101241 3150.274184 579.891021 5.0491633 1982-1999 –> 2000-2009 2.3588126 1.0486885 5672.886082 1154.301391 3 7
SO (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 929 1.3095862 3151.511200 282.026076 5.1726447 1982-1999 –> 2000-2009 2.3592367 1.0496505 5677.692779 570.069758 1 6
SO (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 929 1.3103914 3150.653308 181.905146 5.0984958 1982-1999 –> 2000-2009 2.3600612 1.0496698 5674.866387 469.633060 6 12
SO (27.95,28.05] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 929 1.3102807 3150.496349 277.982836 5.1837070 1982-1999 –> 2000-2009 2.3604113 1.0501305 5675.460673 477.268514 4 11
SO (27.95,28.05] 3 cstar_tref ~ aou + nitrate + phosphate_star 929 1.3107038 3149.096189 179.592799 5.1233028 1982-1999 –> 2000-2009 2.3609829 1.0502791 5672.302757 330.499807 8 16
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 929 1.3254457 3173.876966 545.925554 5.0344437 1982-1999 –> 2000-2009 2.3962688 1.0708231 5734.247871 1289.105570 9 19
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 929 1.3259861 3172.634368 518.495711 4.9962733 1982-1999 –> 2000-2009 2.3984567 1.0724706 5733.637182 1086.395598 10 21
SO (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1581 1.2137640 5113.246075 258.797558 6.3615371 2000-2009 –> 2010-2019 2.5233502 1.3095862 8264.757275 540.823634 1 2
SO (27.95,28.05] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1581 1.2310539 5155.970610 244.769566 5.9553418 2000-2009 –> 2010-2019 2.5413346 1.3102807 8306.466959 522.752401 2 6
SO (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1581 1.2509489 5208.662908 646.516026 6.8426215 2000-2009 –> 2010-2019 2.5612911 1.3103423 8361.246486 1325.386767 3 8
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1581 1.2517540 5210.697248 859.588028 6.8546589 2000-2009 –> 2010-2019 2.5613839 1.3096299 8362.270492 1443.505580 4 6
SO (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1581 1.2517579 5208.707185 230.748635 6.8554176 2000-2009 –> 2010-2019 2.5621493 1.3103914 8359.360494 412.653781 5 11
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1581 1.2536456 5213.472112 841.403126 6.6506305 2000-2009 –> 2010-2019 2.5637697 1.3101241 8363.746296 1421.294147 7 10
SO (27.95,28.05] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1581 1.2534605 5213.005111 601.753646 6.6115261 2000-2009 –> 2010-2019 2.5641308 1.3106703 8364.053804 1277.457408 6 13
SO (27.95,28.05] 3 cstar_tref ~ aou + nitrate + phosphate_star 1581 1.2537100 5211.634382 228.724183 6.6387734 2000-2009 –> 2010-2019 2.5644138 1.3107038 8360.730572 408.316981 8 16
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1581 1.2642765 5242.172636 607.905323 6.8667086 2000-2009 –> 2010-2019 2.5897221 1.3254457 8416.049602 1153.830876 9 18
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1581 1.2654377 5243.075606 599.788683 6.7063116 2000-2009 –> 2010-2019 2.5914238 1.3259861 8415.709974 1118.284394 10 20
SO (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 539 0.9062538 1437.501845 457.331766 6.4370234 1982-1999 –> 2000-2009 1.7449549 0.8387011 2930.716675 1212.465800 1 3
SO (28.05,28.1] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 539 0.9137564 1444.389598 453.113584 6.6722319 1982-1999 –> 2000-2009 1.7539574 0.8402009 2937.730549 939.280954 4 7
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 539 0.9090770 1440.854882 522.166897 6.5587622 1982-1999 –> 2000-2009 1.7585968 0.8495198 2949.321722 1270.466221 2 6
SO (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 539 0.9158554 1446.863055 518.716991 6.7664796 1982-1999 –> 2000-2009 1.7675464 0.8516909 2956.367348 954.790110 6 11
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 539 0.9519237 1490.502209 119.763486 6.6541128 1982-1999 –> 2000-2009 1.7788196 0.8268959 2966.848085 398.230145 12 13
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 539 0.9278564 1462.896904 407.741303 6.9315732 1982-1999 –> 2000-2009 1.7934920 0.8656357 2993.727265 1190.757165 9 16
SO (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate 539 0.9305953 1464.074398 407.667520 7.0545984 1982-1999 –> 2000-2009 1.7987247 0.8681294 2996.327938 910.830186 10 18
SO (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 539 0.9123204 1444.694070 448.438303 6.6801103 1982-1999 –> 2000-2009 1.8048871 0.8925667 3011.982617 959.899488 3 13
SO (28.05,28.1] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 539 0.9212303 1453.170943 448.178565 6.9869962 1982-1999 –> 2000-2009 1.8140513 0.8928210 3018.798548 715.473695 7 18
SO (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + silicate 539 0.9551407 1492.139201 64.015535 6.5290610 1982-1999 –> 2000-2009 1.8172173 0.8620766 3016.066732 95.131922 13 19
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 938 1.0333479 2737.468844 565.950220 4.9229755 2000-2009 –> 2010-2019 1.9424249 0.9090770 4178.323726 1088.117117 1 3
SO (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 938 1.0391509 2747.974461 403.149390 4.9514992 2000-2009 –> 2010-2019 1.9454047 0.9062538 4185.476306 860.481157 2 3
SO (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 938 1.0598940 2785.053484 244.111341 4.8357913 2000-2009 –> 2010-2019 1.9722143 0.9123204 4229.747554 692.549644 6 9
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 938 1.0500272 2767.507628 414.384103 5.0609868 2000-2009 –> 2010-2019 1.9778836 0.9278564 4230.404533 822.125406 3 12
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 938 1.0502394 2767.886670 452.534022 5.0758153 2000-2009 –> 2010-2019 1.9900619 0.9398225 4244.597167 909.497058 4 15
SO (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 938 1.0755721 2810.600349 235.050464 4.6902408 2000-2009 –> 2010-2019 1.9913586 0.9157865 4257.382223 610.224417 7 12
SO (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 938 1.1239290 2893.102889 537.543190 6.0662019 2000-2009 –> 2010-2019 2.0397845 0.9158554 4339.965943 1056.260180 8 14
SO (28.05,28.1] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 938 1.1281104 2900.069226 393.690701 6.0699799 2000-2009 –> 2010-2019 2.0418668 0.9137564 4344.458824 846.804285 9 13
SO (28.05,28.1] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 938 1.1284571 2900.645772 237.572666 5.7943421 2000-2009 –> 2010-2019 2.0496874 0.9212303 4353.816715 685.751232 10 17
SO (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + phosphate 938 1.1344182 2910.529699 406.316078 6.1090888 2000-2009 –> 2010-2019 2.0650136 0.9305953 4374.604097 813.983598 14 24
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + nitrate 143 0.4661763 199.543672 237.572470 1.6112536 1982-1999 –> 2000-2009 0.7591898 0.2930135 277.768718 445.552249 2 3
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 143 0.4638945 200.140362 605.269157 1.5796758 1982-1999 –> 2000-2009 0.7690490 0.3051545 294.412813 1295.909219 1 4
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 143 0.4785877 207.058513 186.094476 1.6201282 1982-1999 –> 2000-2009 0.7864972 0.3079095 302.440723 329.625322 4 8
SO (28.1,28.15] 4 cstar_tref ~ temp + aou + nitrate + silicate 143 0.5341705 238.482944 42.862337 1.6377300 1982-1999 –> 2000-2009 0.8323224 0.2981519 322.723002 134.925457 6 8
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + silicate 143 0.4677480 200.506298 31.021295 1.6590862 1982-1999 –> 2000-2009 0.8555582 0.3878102 375.714282 74.093168 3 11
SO (28.1,28.15] 3 cstar_tref ~ temp + aou + nitrate 143 0.5610183 250.507944 17.175553 1.8551865 1982-1999 –> 2000-2009 0.8856458 0.3246274 362.183999 40.935503 8 13
SO (28.1,28.15] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 143 0.6194965 280.865823 38.326700 2.0440472 1982-1999 –> 2000-2009 0.9455915 0.3260950 396.102576 85.079122 10 16
SO (28.1,28.15] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 143 0.5742124 259.156230 320.634668 1.3388850 1982-1999 –> 2000-2009 0.9468842 0.3726718 420.587178 1216.281389 9 16
SO (28.1,28.15] 3 cstar_tref ~ sal + temp + nitrate 143 0.4834730 207.963086 11.215595 1.4916357 1982-1999 –> 2000-2009 1.0244043 0.5409313 496.311653 26.991007 5 18
SO (28.1,28.15] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 143 0.5354152 239.148563 46.884800 1.6727984 1982-1999 –> 2000-2009 1.0548709 0.5194557 515.480389 113.881753 7 19
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 269 0.5412466 447.121296 398.306258 2.1905280 2000-2009 –> 2010-2019 1.0051411 0.4638945 647.261658 1003.575415 1 3
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 269 0.5567839 462.347917 253.018401 2.1532189 2000-2009 –> 2010-2019 1.0201771 0.4633932 662.179030 900.232213 3 4
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + silicate 269 0.5568945 460.454761 13.888272 2.1348301 2000-2009 –> 2010-2019 1.0246425 0.4677480 660.961058 44.909567 5 9
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + nitrate 269 0.6038422 503.998922 105.026956 2.0117403 2000-2009 –> 2010-2019 1.0700185 0.4661763 703.542594 342.599426 7 10
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 269 0.6072440 507.021293 140.608303 2.1793568 2000-2009 –> 2010-2019 1.0858317 0.4785877 714.079806 326.702779 8 13
SO (28.1,28.15] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 269 0.6002655 500.802759 413.463925 1.8332824 2000-2009 –> 2010-2019 1.0919410 0.4916755 715.577393 1113.854512 6 14
SO (28.1,28.15] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 269 0.5567918 460.355548 22.545280 2.1899164 2000-2009 –> 2010-2019 1.0922070 0.5354152 699.504112 69.430080 4 17
SO (28.1,28.15] 4 cstar_tref ~ sal + temp + nitrate + phosphate 269 0.6153862 514.187111 302.528572 2.3824542 2000-2009 –> 2010-2019 1.0988487 0.4834625 724.144042 773.664145 10 16
SO (28.1,28.15] 3 cstar_tref ~ sal + temp + nitrate 269 0.6259999 521.386977 6.942995 2.2797645 2000-2009 –> 2010-2019 1.1094728 0.4834730 729.350063 18.158590 14 21
SO (28.1,28.15] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 269 0.6158287 514.573856 744.574632 1.8525130 2000-2009 –> 2010-2019 1.1223647 0.5065360 737.864534 1499.707009 11 20
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1196 0.7812407 2817.583072 930.212813 3.6110434 1982-1999 –> 2000-2009 1.6819869 0.9007463 6262.184946 1503.680400 3 4
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1196 0.7803173 2814.754167 825.765630 3.6395546 1982-1999 –> 2000-2009 1.6828688 0.9025515 6264.581623 1485.044729 1 10
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1196 0.7809489 2816.689727 623.082880 3.6371385 1982-1999 –> 2000-2009 1.6834405 0.9024915 6266.343789 1251.720890 2 10
SO (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1196 0.7816086 2816.709408 566.976512 3.6255392 1982-1999 –> 2000-2009 1.6842082 0.9025996 6264.676013 1075.755388 4 14
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1196 0.7918864 2849.958104 418.464164 3.6887332 1982-1999 –> 2000-2009 1.6932943 0.9014079 6296.476425 882.095261 5 9
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1196 0.8006987 2876.429750 507.694975 3.7224391 1982-1999 –> 2000-2009 1.7019935 0.9012948 6322.620624 1097.752230 6 9
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1196 0.8276563 2955.636821 163.748595 4.2687401 1982-1999 –> 2000-2009 1.7298693 0.9022129 6404.485104 345.097649 7 14
SO (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1196 0.8961183 3143.739630 510.924364 4.1560319 1982-1999 –> 2000-2009 1.8001410 0.9040227 6595.817999 864.046458 9 20
SO (28.1,28.2] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1196 0.9001978 3154.604235 491.661433 4.1927267 1982-1999 –> 2000-2009 1.8043242 0.9041264 6606.982125 1000.859689 10 22
SO (28.1,28.2] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1196 0.9044941 3165.993338 748.024295 4.2374439 1982-1999 –> 2000-2009 1.8053551 0.9008610 6608.927600 1217.430682 11 13
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1770 0.8537370 4477.254661 724.966538 5.4035343 2000-2009 –> 2010-2019 1.6349776 0.7812407 7294.837734 1655.179351 1 4
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1770 0.8569551 4490.573335 639.637920 5.1463224 2000-2009 –> 2010-2019 1.6372723 0.7803173 7305.327503 1465.403550 5 6
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1770 0.8605270 4505.297944 483.378084 5.1363694 2000-2009 –> 2010-2019 1.6414759 0.7809489 7321.987671 1106.460964 9 11
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1770 0.8558043 4485.816637 361.020387 5.1735072 2000-2009 –> 2010-2019 1.6476908 0.7918864 7335.774741 779.484551 2 7
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1770 0.8559207 4486.297841 404.299859 5.1798477 2000-2009 –> 2010-2019 1.6566194 0.8006987 7362.727591 911.994834 3 9
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1770 0.8599919 4503.096190 148.351702 5.4733629 2000-2009 –> 2010-2019 1.6876483 0.8276563 7458.733011 312.100297 8 15
SO (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1770 0.9293976 4775.848333 381.175576 6.5261633 2000-2009 –> 2010-2019 1.7110062 0.7816086 7592.557741 948.152087 26 30
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1770 0.8571585 4491.413673 48.160376 5.3561850 2000-2009 –> 2010-2019 1.7401183 0.8829598 7601.769060 103.321602 6 14
SO (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1770 0.8642627 4518.632676 466.613151 4.9924535 2000-2009 –> 2010-2019 1.7603811 0.8961183 7662.372306 977.537515 13 22
SO (28.1,28.2] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1770 0.8635436 4515.685966 539.125038 4.9865333 2000-2009 –> 2010-2019 1.7637414 0.9001978 7670.290202 1030.786470 10 20
SO (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 190 0.3681052 173.429816 301.112363 1.0657878 1982-1999 –> 2000-2009 0.5671809 0.1990757 96.498451 949.126621 1 3
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 190 0.3856967 189.169112 54.890956 1.1386942 1982-1999 –> 2000-2009 0.5756842 0.1899875 88.463008 352.139457 3 4
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 190 0.3936929 196.966692 60.098711 1.0836782 1982-1999 –> 2000-2009 0.6014246 0.2077316 137.869216 210.348297 5 9
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + silicate 190 0.3708081 174.209827 8.080847 1.0562704 1982-1999 –> 2000-2009 0.6519419 0.2811338 256.116291 59.736185 2 9
SO (28.15,28.2] 4 cstar_tref ~ temp + aou + nitrate + silicate 190 0.4648284 260.083609 20.009512 1.6328426 1982-1999 –> 2000-2009 0.6721130 0.2072846 199.982230 121.442932 8 11
SO (28.15,28.2] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 190 0.5127609 297.377321 35.411841 1.7438234 1982-1999 –> 2000-2009 0.7398722 0.2271113 279.843763 104.716247 10 15
SO (28.15,28.2] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 190 0.3890105 192.420041 11.998551 1.3991580 1982-1999 –> 2000-2009 0.7754277 0.3864172 422.555086 82.738384 4 14
SO (28.15,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 190 0.4676202 262.359073 199.947418 1.4757285 1982-1999 –> 2000-2009 0.7794536 0.3118334 392.561053 1197.938931 9 17
SO (28.15,28.2] 3 cstar_tref ~ sal + temp + nitrate 190 0.4327072 230.872888 4.437323 1.5447172 1982-1999 –> 2000-2009 0.8011037 0.3683965 436.752800 25.481543 6 15
SO (28.15,28.2] 3 cstar_tref ~ temp + aou + nitrate 190 0.5555452 325.830605 18.370629 1.7500981 1982-1999 –> 2000-2009 0.8146942 0.2591490 367.791973 73.778558 11 17
SO (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 336 0.3445179 251.437331 426.166888 1.1829671 2000-2009 –> 2010-2019 0.7126232 0.3681052 424.867147 727.279251 1 2
SO (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 336 0.3473656 256.969110 628.897622 1.1882798 2000-2009 –> 2010-2019 0.7175172 0.3701516 432.505551 912.147535 2 4
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + silicate 336 0.3558873 271.255862 20.789435 1.2634866 2000-2009 –> 2010-2019 0.7266954 0.3708081 445.465689 28.870282 3 6
SO (28.15,28.2] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 336 0.3559640 271.400572 20.792794 1.2557769 2000-2009 –> 2010-2019 0.7449745 0.3890105 463.820613 32.791345 4 9
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 336 0.3897851 332.395418 197.971992 1.2581417 2000-2009 –> 2010-2019 0.7754818 0.3856967 521.564530 252.862948 8 12
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 336 0.3839313 322.226678 123.503674 1.2135267 2000-2009 –> 2010-2019 0.7776242 0.3936929 519.193370 183.602385 7 13
SO (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate 336 0.3745006 305.513908 387.146125 1.2128927 2000-2009 –> 2010-2019 0.7824481 0.4079475 515.996136 555.001398 6 13
SO (28.15,28.2] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 336 0.4057683 359.400936 545.136022 1.4312096 2000-2009 –> 2010-2019 0.8225983 0.4168300 578.068353 820.335493 11 19
SO (28.15,28.2] 3 cstar_tref ~ sal + temp + nitrate 336 0.3966121 342.063440 6.082342 1.4020126 2000-2009 –> 2010-2019 0.8293193 0.4327072 572.936327 10.519665 9 20
SO (28.15,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 336 0.3701466 297.655430 319.470403 1.2469056 2000-2009 –> 2010-2019 0.8377668 0.4676202 560.014503 519.417821 5 21
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1767 0.7639131 4076.818388 244.440859 3.6627619 1982-1999 –> 2000-2009 1.3212468 0.5573337 6667.283042 292.669955 1 2
SO (28.2, Inf] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1767 0.7715766 4112.094194 214.671981 3.6971775 1982-1999 –> 2000-2009 1.3359614 0.5643848 6741.381615 530.390027 3 5
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1767 0.7712345 4110.526815 142.063008 3.6752156 1982-1999 –> 2000-2009 1.3403561 0.5691216 6765.623588 191.251637 2 5
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1767 0.7749245 4127.395289 329.416980 3.6758096 1982-1999 –> 2000-2009 1.3525229 0.5775984 6828.147025 401.001005 5 9
SO (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1767 0.7715956 4110.181479 68.779368 3.7029976 1982-1999 –> 2000-2009 1.4011693 0.6295736 7075.007668 114.173130 4 10
SO (28.2, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1767 0.7921868 4205.254942 223.229492 3.5997481 1982-1999 –> 2000-2009 1.4118875 0.6197007 7123.271539 448.951180 8 13
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1767 0.7870715 4182.361337 43.242579 3.5886321 1982-1999 –> 2000-2009 1.4609792 0.6739077 7359.326717 63.377940 7 15
SO (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + silicate 1767 0.7921930 4203.282714 30.716758 3.5936226 1982-1999 –> 2000-2009 1.4960941 0.7039011 7512.714224 43.296356 9 18
SO (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1767 0.8508682 4455.794673 185.171687 3.6802275 1982-1999 –> 2000-2009 1.5180389 0.6671707 7599.734573 233.341193 28 35
SO (28.2, Inf] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1767 0.7775736 4137.455541 76.134885 3.5986217 1982-1999 –> 2000-2009 1.5656407 0.7880671 7795.662585 125.223637 6 21
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2771 0.6881889 5806.756661 83.044112 3.7791957 2000-2009 –> 2010-2019 1.4521020 0.7639131 9883.575048 327.484971 1 2
SO (28.2, Inf] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2771 0.6918838 5836.432027 151.828325 3.8005261 2000-2009 –> 2010-2019 1.4634603 0.7715766 9948.526221 366.500306 2 5
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2771 0.6941527 5854.576546 61.720297 3.7919566 2000-2009 –> 2010-2019 1.4653872 0.7712345 9965.103361 203.783305 3 5
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2771 0.6985598 5889.651128 133.624957 3.8009280 2000-2009 –> 2010-2019 1.4734843 0.7749245 10017.046416 463.041937 4 9
SO (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2771 0.7189950 6047.446534 40.771133 3.3361930 2000-2009 –> 2010-2019 1.4905906 0.7715956 10157.628013 109.550501 7 11
SO (28.2, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2771 0.6993446 5895.873107 162.900918 3.6460955 2000-2009 –> 2010-2019 1.4915313 0.7921868 10101.128049 386.130410 5 19
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2771 0.7088184 5970.445341 18.362730 3.7548863 2000-2009 –> 2010-2019 1.4958899 0.7870715 10152.806678 61.605309 6 18
SO (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + silicate 2771 0.7237117 6083.684212 16.116879 3.8981461 2000-2009 –> 2010-2019 1.5159047 0.7921930 10286.966926 46.833637 8 23
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2771 0.7357731 6177.286203 59.120622 4.3403809 2000-2009 –> 2010-2019 1.5327555 0.7969824 10403.870053 178.491697 9 26
SO (28.2, Inf] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2771 0.7471412 6262.258529 569.163242 4.3094030 2000-2009 –> 2010-2019 1.5328752 0.7857339 10438.608918 1027.453967 10 18
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1628 0.5532992 2706.979649 994.490036 2.5770055 1982-1999 –> 2000-2009 1.2751153 0.7218161 6911.363779 1786.273259 1 2
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1628 0.5552023 2718.159413 461.744177 2.7139038 1982-1999 –> 2000-2009 1.3023367 0.7471344 7054.719718 997.518377 2 6
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1628 0.5556431 2720.743325 658.718721 2.7282769 1982-1999 –> 2000-2009 1.3106677 0.7550246 7097.580696 1443.958230 3 9
SO (28.2,28.3] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1628 0.5937530 2934.737412 388.479744 2.5227991 1982-1999 –> 2000-2009 1.3163114 0.7225585 7141.062810 571.380533 14 16
SO (28.2,28.3] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1628 0.6051079 2996.417016 891.073481 2.8683457 1982-1999 –> 2000-2009 1.3424728 0.7373649 7280.513329 1411.582963 17 20
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1628 0.5660342 2779.071632 212.348343 2.5777234 1982-1999 –> 2000-2009 1.3443009 0.7782667 7270.151786 557.791425 11 19
SO (28.2,28.3] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1628 0.5629017 2761.002801 215.383469 2.5710711 1982-1999 –> 2000-2009 1.3481222 0.7852205 7286.187446 632.669767 9 18
SO (28.2,28.3] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1628 0.6034155 2987.297659 194.644249 2.7815437 1982-1999 –> 2000-2009 1.3506721 0.7472566 7322.485124 385.556578 16 21
SO (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1628 0.5607815 2748.715261 210.134494 2.5728058 1982-1999 –> 2000-2009 1.3510916 0.7903101 7298.670982 626.618146 7 18
SO (28.2,28.3] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1628 0.6021932 2980.695791 234.473162 2.7259015 1982-1999 –> 2000-2009 1.3576343 0.7554410 7357.647254 385.089173 15 22
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2169 0.6473257 4282.734661 497.198538 3.1802265 2000-2009 –> 2010-2019 1.2006250 0.5532992 6989.714311 1491.688574 3 4
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2169 0.6458499 4272.832849 297.559826 3.4483723 2000-2009 –> 2010-2019 1.2010521 0.5552023 6990.992261 759.304003 1 3
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2169 0.6460466 4274.153795 430.442866 3.3783320 2000-2009 –> 2010-2019 1.2016896 0.5556431 6994.897120 1089.161587 2 5
SO (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2169 0.6569363 4344.665404 259.640275 2.9156865 2000-2009 –> 2010-2019 1.2177177 0.5607815 7093.380665 469.774769 5 12
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2169 0.6586408 4357.906689 77.033474 3.5700733 2000-2009 –> 2010-2019 1.2189541 0.5603133 7105.902715 154.178056 6 10
SO (28.2,28.3] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 2169 0.6691619 4424.653822 245.545283 3.2019693 2000-2009 –> 2010-2019 1.2320636 0.5629017 7185.656623 460.928752 8 17
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2169 0.6748555 4463.408172 262.252028 3.7729331 2000-2009 –> 2010-2019 1.2352458 0.5603902 7211.851203 499.380275 10 15
SO (28.2,28.3] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2169 0.6560403 4338.744712 348.971862 3.5069650 2000-2009 –> 2010-2019 1.2497932 0.5937530 7273.482124 737.451606 4 18
SO (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + silicate 2169 0.6892763 4553.128618 40.806159 3.6671359 2000-2009 –> 2010-2019 1.2505772 0.5613009 7304.858544 67.941359 14 22
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2169 0.6878915 4544.404916 256.330878 3.5547823 2000-2009 –> 2010-2019 1.2539257 0.5660342 7323.476548 468.679222 13 24
SO (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2988 1.0312292 8677.347809 484.460811 6.1025604 1982-1999 –> 2000-2009 2.0369880 1.0057587 18353.532549 1110.015215 11 12
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2988 1.0218876 8622.966107 175.156766 6.0864816 1982-1999 –> 2000-2009 2.0466654 1.0247778 18426.202020 401.854558 3 7
SO (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2988 1.0345476 8696.546639 468.248437 6.7264074 1982-1999 –> 2000-2009 2.0475602 1.0130126 18421.470208 1111.688834 12 14
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2988 1.0246365 8639.019908 80.448162 5.5996753 1982-1999 –> 2000-2009 2.0486138 1.0239773 18436.956367 169.517800 6 9
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2988 1.0247941 8639.938973 510.576168 5.8894877 1982-1999 –> 2000-2009 2.0499559 1.0251618 18445.716142 961.668207 8 13
SO (28.3, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 2988 1.0276039 8654.302020 30.424950 5.3872410 1982-1999 –> 2000-2009 2.0528574 1.0252535 18458.685228 73.816144 10 16
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2988 1.0213747 8619.965688 321.107128 6.1898821 1982-1999 –> 2000-2009 2.0571485 1.0357738 18495.586063 682.348548 1 8
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2988 1.0245610 8638.579675 50.579468 5.6320731 1982-1999 –> 2000-2009 2.0638683 1.0393073 18537.296985 114.559204 5 13
SO (28.3, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 2988 1.0257433 8643.471996 30.022990 5.6064566 1982-1999 –> 2000-2009 2.0663585 1.0406151 18548.718146 58.958609 9 18
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2988 1.0216115 8621.351286 430.704026 6.1752596 1982-1999 –> 2000-2009 2.0944519 1.0728404 18735.432951 1094.735287 2 12
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 4853 1.0735287 14474.868371 268.134940 7.3294305 2000-2009 –> 2010-2019 2.0949034 1.0213747 23094.834059 589.242068 4 5
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4853 1.0762193 14499.164554 196.135859 7.3273780 2000-2009 –> 2010-2019 2.0981069 1.0218876 23122.130661 371.292625 10 13
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 4853 1.0787732 14522.169652 610.483988 7.1059389 2000-2009 –> 2010-2019 2.1003847 1.0216115 23143.520937 1041.188014 12 14
SO (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 4853 1.0749053 14487.306424 436.747033 7.3704694 2000-2009 –> 2010-2019 2.1061345 1.0312292 23164.654234 921.207844 7 18
SO (28.3, Inf] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 4853 1.0634561 14383.369939 651.820863 7.5052626 2000-2009 –> 2010-2019 2.1101989 1.0467428 23149.949714 1095.825732 2 21
SO (28.3, Inf] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 4853 1.0727781 14468.079924 784.918199 7.2162053 2000-2009 –> 2010-2019 2.1118256 1.0390474 23190.563518 1345.327527 3 17
SO (28.3, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate 4853 1.0901439 14621.939561 65.045530 7.0324235 2000-2009 –> 2010-2019 2.1121432 1.0219992 23243.558481 111.604901 19 23
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4853 1.0918260 14638.904317 429.321277 7.3695393 2000-2009 –> 2010-2019 2.1166201 1.0247941 23278.843290 939.897445 22 30
SO (28.3, Inf] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 4853 1.0744441 14483.141648 664.206023 7.2157911 2000-2009 –> 2010-2019 2.1171575 1.0427134 23226.672591 1127.580977 5 22
SO (28.3, Inf] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 4853 1.0750327 14486.457239 169.092339 7.3794664 2000-2009 –> 2010-2019 2.1217871 1.0467544 23251.103259 359.626922 8 28

5.4.2 per fitting unit

lm_best %>%
  select(-n_predictors) %>%
  group_by(basin, gamma_slab, eras) %>% 
  summarise(rmse_sum_mean = mean(rmse_sum),
            ais_sum_mean = mean(aic_sum)) %>% 
  ungroup() %>% 
  kable() %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")
basin gamma_slab eras rmse_sum_mean ais_sum_mean
Atlantic (-Inf,26] 1982-1999 –> 2000-2009 2.5756923 452.99529
Atlantic (-Inf,26] 2000-2009 –> 2010-2019 1.9006631 358.79876
Atlantic (26,26.5] 1982-1999 –> 2000-2009 7.4365906 3392.45578
Atlantic (26,26.5] 2000-2009 –> 2010-2019 7.4729916 3205.95028
Atlantic (26.5,26.75] 1982-1999 –> 2000-2009 5.6606323 3385.66191
Atlantic (26.5,26.75] 2000-2009 –> 2010-2019 7.0187128 3672.41374
Atlantic (26.75,27] 1982-1999 –> 2000-2009 4.1394659 4668.07524
Atlantic (26.75,27] 2000-2009 –> 2010-2019 4.7788178 5124.45684
Atlantic (27,27.25] 1982-1999 –> 2000-2009 2.4810679 4572.75201
Atlantic (27,27.25] 2000-2009 –> 2010-2019 2.8499956 4932.87561
Atlantic (27.25,27.5] 1982-1999 –> 2000-2009 2.2284418 4385.25745
Atlantic (27.25,27.5] 2000-2009 –> 2010-2019 2.6450874 5226.31954
Atlantic (27.5,27.75] 1982-1999 –> 2000-2009 2.6818069 7532.72855
Atlantic (27.5,27.75] 2000-2009 –> 2010-2019 2.8472790 8295.91345
Atlantic (27.75,27.85] 1982-1999 –> 2000-2009 2.2862892 2052.14770
Atlantic (27.75,27.85] 2000-2009 –> 2010-2019 2.3894564 2587.44869
Atlantic (27.85,27.95] 1982-1999 –> 2000-2009 4.2953625 3296.27536
Atlantic (27.85,27.95] 2000-2009 –> 2010-2019 4.4813729 3281.30713
Atlantic (27.95,28.05] 1982-1999 –> 2000-2009 4.4618745 5311.21256
Atlantic (27.95,28.05] 2000-2009 –> 2010-2019 5.0419083 5233.12382
Atlantic (28.05,28.1] 1982-1999 –> 2000-2009 0.5281542 101.02370
Atlantic (28.05,28.1] 2000-2009 –> 2010-2019 0.5422029 131.96225
Atlantic (28.1,28.15] 1982-1999 –> 2000-2009 0.6238011 365.68942
Atlantic (28.1,28.15] 2000-2009 –> 2010-2019 0.6618226 522.73455
Atlantic (28.15,28.2] 1982-1999 –> 2000-2009 0.5428979 400.61895
Atlantic (28.15,28.2] 2000-2009 –> 2010-2019 0.5437287 527.99689
Atlantic (28.2, Inf] 1982-1999 –> 2000-2009 0.4922660 -25.91098
Atlantic (28.2, Inf] 2000-2009 –> 2010-2019 0.4803128 -257.16384
Indian (-Inf,26] 1982-1999 –> 2000-2009 4.8522981 3254.65814
Indian (-Inf,26] 2000-2009 –> 2010-2019 3.5795523 1629.35852
Indian (26,26.5] 1982-1999 –> 2000-2009 4.6670528 5712.21492
Indian (26,26.5] 2000-2009 –> 2010-2019 4.2103459 3111.01312
Indian (26.5,26.75] 1982-1999 –> 2000-2009 3.0474728 4573.71838
Indian (26.5,26.75] 2000-2009 –> 2010-2019 2.8390513 2678.05970
Indian (26.75,27] 1982-1999 –> 2000-2009 2.6375758 6145.45897
Indian (26.75,27] 2000-2009 –> 2010-2019 2.4494031 3976.67063
Indian (27,27.25] 1982-1999 –> 2000-2009 2.8962023 5847.27336
Indian (27,27.25] 2000-2009 –> 2010-2019 2.8029451 3752.44983
Indian (27.25,27.5] 1982-1999 –> 2000-2009 2.8280599 6639.32270
Indian (27.25,27.5] 2000-2009 –> 2010-2019 2.9739603 4146.60049
Indian (27.5,27.75] 1982-1999 –> 2000-2009 2.1373635 6795.41794
Indian (27.5,27.75] 2000-2009 –> 2010-2019 2.4935499 5012.74182
Indian (27.75,27.85] 1982-1999 –> 2000-2009 4.0696512 3889.85686
Indian (27.75,27.85] 2000-2009 –> 2010-2019 2.8969353 2235.11734
Indian (27.85,27.95] 1982-1999 –> 2000-2009 3.1963261 3844.21101
Indian (27.85,27.95] 2000-2009 –> 2010-2019 2.3696362 2198.50394
Indian (27.95,28.05] 1982-1999 –> 2000-2009 2.8349713 4161.58177
Indian (27.95,28.05] 2000-2009 –> 2010-2019 2.0208565 2092.61685
Indian (28.05,28.1] 1982-1999 –> 2000-2009 1.5395594 1397.87785
Indian (28.05,28.1] 2000-2009 –> 2010-2019 1.2876839 633.14682
Indian (28.1,28.2] 1982-1999 –> 2000-2009 0.6586314 950.94164
Indian (28.1,28.2] 2000-2009 –> 2010-2019 0.6245026 553.62323
Indian (28.2,28.3] 1982-1999 –> 2000-2009 0.4768091 -304.54601
Indian (28.2,28.3] 2000-2009 –> 2010-2019 0.4491040 -336.00254
Indian (28.3, Inf] 1982-1999 –> 2000-2009 0.1985644 -2874.88288
Indian (28.3, Inf] 2000-2009 –> 2010-2019 0.1834464 -1775.90558
N_Atlantic (26.5,26.75] 1982-1999 –> 2000-2009 2.4693910 672.68939
N_Atlantic (26.5,26.75] 2000-2009 –> 2010-2019 2.0771619 533.28373
N_Atlantic (26.75,27] 1982-1999 –> 2000-2009 2.8115705 1927.38590
N_Atlantic (26.75,27] 2000-2009 –> 2010-2019 3.2670442 1231.09518
N_Atlantic (27,27.25] 1982-1999 –> 2000-2009 3.1005994 3174.64839
N_Atlantic (27,27.25] 2000-2009 –> 2010-2019 3.4290071 3263.67207
N_Atlantic (27.25,27.5] 1982-1999 –> 2000-2009 4.4255809 8721.85391
N_Atlantic (27.25,27.5] 2000-2009 –> 2010-2019 4.7373976 9323.68927
N_Atlantic (27.5,27.75] 1982-1999 –> 2000-2009 2.2992966 13459.00848
N_Atlantic (27.5,27.75] 2000-2009 –> 2010-2019 2.3749041 14182.14277
N_Atlantic (27.75,27.85] 1982-1999 –> 2000-2009 0.7123316 1348.46763
N_Atlantic (27.75,27.85] 2000-2009 –> 2010-2019 0.7891659 1658.28424
N_Atlantic (27.85,27.95] 1982-1999 –> 2000-2009 0.6614299 931.12746
N_Atlantic (27.85,27.95] 2000-2009 –> 2010-2019 0.7150825 1158.21914
N_Atlantic (27.95,28.05] 1982-1999 –> 2000-2009 0.5507996 306.19753
N_Atlantic (27.95,28.05] 2000-2009 –> 2010-2019 0.4565361 -188.45220
N_Atlantic (28.05,28.1] 1982-1999 –> 2000-2009 0.3137792 -759.06192
N_Atlantic (28.05,28.1] 2000-2009 –> 2010-2019 0.2649108 -1006.93364
N_Atlantic (28.1,28.15] 1982-1999 –> 2000-2009 0.3138944 -1134.70001
N_Atlantic (28.1,28.15] 2000-2009 –> 2010-2019 0.3101017 -1289.53052
N_Atlantic (28.15,28.2] 1982-1999 –> 2000-2009 0.4026309 -914.33800
N_Atlantic (28.15,28.2] 2000-2009 –> 2010-2019 0.3649699 -1743.52893
N_Atlantic (28.2, Inf] 1982-1999 –> 2000-2009 0.7342811 101.48330
N_Atlantic (28.2, Inf] 2000-2009 –> 2010-2019 0.7419959 16.17725
N_Pacific (-Inf,26] 1982-1999 –> 2000-2009 2.3816429 253.90824
N_Pacific (-Inf,26] 2000-2009 –> 2010-2019 3.1686621 571.02163
N_Pacific (26,26.5] 1982-1999 –> 2000-2009 2.8933537 1397.72348
N_Pacific (26,26.5] 2000-2009 –> 2010-2019 2.8835841 2272.85457
N_Pacific (26.5,26.75] 1982-1999 –> 2000-2009 2.2340515 1652.93121
N_Pacific (26.5,26.75] 2000-2009 –> 2010-2019 2.8711327 3499.72283
N_Pacific (26.75,27] 1982-1999 –> 2000-2009 1.9445396 2575.52057
N_Pacific (26.75,27] 2000-2009 –> 2010-2019 2.1074926 3785.14533
N_Pacific (27,27.25] 1982-1999 –> 2000-2009 1.2509897 2797.14820
N_Pacific (27,27.25] 2000-2009 –> 2010-2019 1.2993617 3673.53434
N_Pacific (27.25,27.5] 1982-1999 –> 2000-2009 0.5786328 602.90687
N_Pacific (27.25,27.5] 2000-2009 –> 2010-2019 0.5581582 594.07487
N_Pacific (27.5,27.75] 1982-1999 –> 2000-2009 0.5995493 588.08645
N_Pacific (27.5,27.75] 2000-2009 –> 2010-2019 0.5281302 16.65455
N_Pacific (27.75,27.85] 1982-1999 –> 2000-2009 0.1270102 -1279.97098
N_Pacific (27.75,27.85] 2000-2009 –> 2010-2019 0.1354542 -1761.44719
N_Pacific (27.85,27.95] 1982-1999 –> 2000-2009 0.3203754 -524.72762
N_Pacific (27.85,27.95] 2000-2009 –> 2010-2019 0.2519181 -1369.24711
N_Pacific (27.95,28.05] 1982-1999 –> 2000-2009 0.3148057 -514.34767
N_Pacific (27.95,28.05] 2000-2009 –> 2010-2019 0.2330456 -1610.28591
N_Pacific (28.05,28.1] 1982-1999 –> 2000-2009 0.2895553 -378.26217
N_Pacific (28.05,28.1] 2000-2009 –> 2010-2019 0.2826797 -1044.33977
N_Pacific (28.1,28.2] 1982-1999 –> 2000-2009 0.1955902 -1718.85295
N_Pacific (28.1,28.2] 2000-2009 –> 2010-2019 0.2098999 -2733.87286
N_Pacific (28.2,28.3] 1982-1999 –> 2000-2009 0.2761955 -4028.65785
N_Pacific (28.2,28.3] 2000-2009 –> 2010-2019 0.2905279 -7731.90585
N_Pacific (28.3, Inf] 1982-1999 –> 2000-2009 0.0503044 -89.84458
N_Pacific (28.3, Inf] 2000-2009 –> 2010-2019 0.0250907 -189.19373
Pacific (-Inf,26] 1982-1999 –> 2000-2009 10.2788761 18562.17554
Pacific (-Inf,26] 2000-2009 –> 2010-2019 10.1710242 33692.15282
Pacific (26,26.5] 1982-1999 –> 2000-2009 6.4535681 15080.92491
Pacific (26,26.5] 2000-2009 –> 2010-2019 6.2374653 20243.50858
Pacific (26.5,26.75] 1982-1999 –> 2000-2009 3.4865157 8882.60828
Pacific (26.5,26.75] 2000-2009 –> 2010-2019 4.1415163 13158.77193
Pacific (26.75,27] 1982-1999 –> 2000-2009 3.2561809 10301.80076
Pacific (26.75,27] 2000-2009 –> 2010-2019 4.4437505 16897.19023
Pacific (27,27.25] 1982-1999 –> 2000-2009 2.7615766 10248.22498
Pacific (27,27.25] 2000-2009 –> 2010-2019 3.3359934 18252.53703
Pacific (27.25,27.5] 1982-1999 –> 2000-2009 2.4086967 13485.53042
Pacific (27.25,27.5] 2000-2009 –> 2010-2019 2.8468419 22045.13792
Pacific (27.5,27.75] 1982-1999 –> 2000-2009 1.7906235 11014.48444
Pacific (27.5,27.75] 2000-2009 –> 2010-2019 2.1719882 19210.41937
Pacific (27.75,27.85] 1982-1999 –> 2000-2009 0.9304335 2222.19630
Pacific (27.75,27.85] 2000-2009 –> 2010-2019 1.0440755 3979.80366
Pacific (27.85,27.95] 1982-1999 –> 2000-2009 0.6809698 1440.48764
Pacific (27.85,27.95] 2000-2009 –> 2010-2019 0.7459175 2718.94185
Pacific (27.95,28.05] 1982-1999 –> 2000-2009 0.7644688 2116.20637
Pacific (27.95,28.05] 2000-2009 –> 2010-2019 0.6356408 1942.81280
Pacific (28.05,28.1] 1982-1999 –> 2000-2009 0.5317399 290.16105
Pacific (28.05,28.1] 2000-2009 –> 2010-2019 0.5421143 379.50048
Pacific (28.1,28.2] 1982-1999 –> 2000-2009 0.5462125 821.96246
Pacific (28.1,28.2] 2000-2009 –> 2010-2019 0.5609079 1313.04854
Pacific (28.2,28.3] 1982-1999 –> 2000-2009 0.5758485 2799.07360
Pacific (28.2,28.3] 2000-2009 –> 2010-2019 0.5551126 3482.24301
Pacific (28.3, Inf] 1982-1999 –> 2000-2009 0.3728626 -964.77842
Pacific (28.3, Inf] 2000-2009 –> 2010-2019 0.3997863 -1020.20789
SO (26,26.5] 1982-1999 –> 2000-2009 1.5922817 105.15440
SO (26,26.5] 2000-2009 –> 2010-2019 6.1622976 125.43317
SO (26.5,26.75] 1982-1999 –> 2000-2009 2.6062437 433.53531
SO (26.5,26.75] 2000-2009 –> 2010-2019 1.9375074 275.15162
SO (26.75,27] 1982-1999 –> 2000-2009 4.1230762 1743.06185
SO (26.75,27] 2000-2009 –> 2010-2019 3.7743020 1335.15691
SO (27,27.25] 1982-1999 –> 2000-2009 3.7877088 5024.99314
SO (27,27.25] 2000-2009 –> 2010-2019 3.2066368 4082.99351
SO (27.25,27.5] 1982-1999 –> 2000-2009 2.7531311 7337.94234
SO (27.25,27.5] 2000-2009 –> 2010-2019 3.4256569 6906.48800
SO (27.5,27.75] 1982-1999 –> 2000-2009 2.7152523 11538.52796
SO (27.5,27.75] 2000-2009 –> 2010-2019 3.3778929 11034.19730
SO (27.75,27.85] 1982-1999 –> 2000-2009 2.2884657 4050.19304
SO (27.75,27.85] 2000-2009 –> 2010-2019 3.1350368 4381.76766
SO (27.85,27.95] 1982-1999 –> 2000-2009 2.3497417 4663.80543
SO (27.85,27.95] 2000-2009 –> 2010-2019 3.1779579 5369.10425
SO (27.95,28.05] 1982-1999 –> 2000-2009 2.3663016 5685.51791
SO (27.95,28.05] 2000-2009 –> 2010-2019 2.5622969 8357.43920
SO (28.05,28.1] 1982-1999 –> 2000-2009 1.7832247 2977.78875
SO (28.05,28.1] 2000-2009 –> 2010-2019 2.0015700 4273.87771
SO (28.1,28.15] 1982-1999 –> 2000-2009 0.8860013 376.37253
SO (28.1,28.15] 2000-2009 –> 2010-2019 1.0720645 699.44643
SO (28.1,28.2] 1982-1999 –> 2000-2009 1.7267482 6389.30962
SO (28.1,28.2] 2000-2009 –> 2010-2019 1.6880931 7460.63776
SO (28.15,28.2] 1982-1999 –> 2000-2009 0.6978896 267.84339
SO (28.15,28.2] 2000-2009 –> 2010-2019 0.7727049 503.44322
SO (28.2, Inf] 1982-1999 –> 2000-2009 1.4203897 7146.81526
SO (28.2, Inf] 2000-2009 –> 2010-2019 1.4913981 10135.52597
SO (28.2,28.3] 1982-1999 –> 2000-2009 1.3298725 7202.03829
SO (28.2,28.3] 2000-2009 –> 2010-2019 1.2261644 7147.42121
SO (28.3, Inf] 1982-1999 –> 2000-2009 2.0564468 18485.95967
SO (28.3, Inf] 2000-2009 –> 2010-2019 2.1089262 23186.58307

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)

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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
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
Atlantic - 1982-1999 --> 2000-2009
(-Inf,26] 5 10 5 4 10 4 9
(26,26.5] 5 10 5 6 9 6 8
(26.5,26.75] 8 10 7 7 5 6 6
(26.75,27] 8 10 6 6 6 7 5
(27,27.25] 7 10 6 7 8 5 4
(27.25,27.5] 8 10 5 8 2 4 7
(27.5,27.75] 9 10 0 5 7 6 4
(27.75,27.85] 6 10 0 4 7 6 7
(27.85,27.95] 5 10 0 5 8 6 6
(27.95,28.05] 2 10 7 3 5 6 6
(28.05,28.1] 6 10 0 4 5 8 6
(28.1,28.15] 6 10 0 4 5 8 6
(28.15,28.2] 8 10 4 5 2 5 6
(28.2, Inf] 5 10 7 3 2 4 4
total 88.00 140.00 52.00 71.00 81.00 81.00 84.00
Atlantic - 2000-2009 --> 2010-2019
(-Inf,26] 6 10 6 6 10 4 6
(26,26.5] 6 10 5 6 10 4 7
(26.5,26.75] 8 10 6 8 5 5 6
(26.75,27] 7 10 7 6 4 9 4
(27,27.25] 7 10 6 7 8 5 4
(27.25,27.5] 9 10 4 7 8 4 6
(27.5,27.75] 9 10 0 5 7 6 4
(27.75,27.85] 5 10 0 5 8 6 6
(27.85,27.95] 5 10 0 5 8 6 6
(27.95,28.05] 3 10 3 4 7 4 8
(28.05,28.1] 6 10 0 4 5 8 6
(28.1,28.15] 6 10 0 4 5 8 6
(28.15,28.2] 8 10 4 5 2 5 6
(28.2, Inf] 5 10 7 3 2 4 4
total 90.00 140.00 48.00 75.00 89.00 78.00 79.00
Indian - 1982-1999 --> 2000-2009
(-Inf,26] 7 10 5 4 6 6 10
(26,26.5] 7 10 5 6 5 6 9
(26.5,26.75] 7 10 6 7 5 6 7
(26.75,27] 7 10 7 6 5 8 5
(27,27.25] 6 10 7 6 7 7 6
(27.25,27.5] 3 10 8 5 10 4 4
(27.5,27.75] 2 10 8 6 5 5 9
(27.75,27.85] 2 10 0 6 6 6 5
(27.85,27.95] 4 10 0 6 5 4 5
(27.95,28.05] 4 10 1 4 4 4 6
(28.05,28.1] 5 10 1 4 4 6 3
(28.1,28.2] 8 10 4 4 6 4 7
(28.2,28.3] 7 10 8 5 6 6 6
(28.3, Inf] 7 10 7 8 6 4 6
total 76.00 140.00 67.00 77.00 80.00 76.00 88.00
Indian - 2000-2009 --> 2010-2019
(-Inf,26] 7 10 5 5 5 5 10
(26,26.5] 7 10 5 5 5 5 10
(26.5,26.75] 7 10 6 7 4 5 8
(26.75,27] 7 10 6 7 6 7 5
(27,27.25] 4 10 8 5 10 5 4
(27.25,27.5] 3 10 8 5 10 4 4
(27.5,27.75] 1 10 10 5 4 5 5
(27.75,27.85] 2 10 0 5 5 7 6
(27.85,27.95] 4 10 0 4 6 6 5
(27.95,28.05] 4 10 1 4 5 5 5
(28.05,28.1] 5 10 1 4 4 6 3
(28.1,28.2] 8 10 4 5 6 3 8
(28.2,28.3] 7 10 8 5 6 6 6
(28.3, Inf] 7 10 7 8 6 4 6
total 73.00 140.00 69.00 74.00 82.00 73.00 85.00
N_Atlantic - 1982-1999 --> 2000-2009
(26.5,26.75] 7 10 5 5 5 9 7
(26.75,27] 8 10 5 6 4 10 5
(27,27.25] 6 10 9 7 5 6 6
(27.25,27.5] 8 10 6 6 4 9 6
(27.5,27.75] 4 10 5 8 5 5 10
(27.75,27.85] 7 10 1 5 10 5 4
(27.85,27.95] 6 10 0 6 10 5 4
(27.95,28.05] 7 10 0 5 9 6 5
(28.05,28.1] 7 10 4 6 10 4 5
(28.1,28.15] 8 10 5 5 10 4 4
(28.15,28.2] 8 10 4 8 7 2 4
(28.2, Inf] 5 10 0 2 8 5 4
total 81.00 120.00 44.00 69.00 87.00 70.00 64.00
N_Atlantic - 2000-2009 --> 2010-2019
(26.5,26.75] 7 10 4 6 4 10 7
(26.75,27] 8 10 5 6 4 10 5
(27,27.25] 6 10 7 6 6 9 6
(27.25,27.5] 6 10 7 6 4 10 5
(27.5,27.75] 5 10 4 7 6 6 10
(27.75,27.85] 5 10 1 5 10 5 4
(27.85,27.95] 6 10 0 6 10 5 4
(27.95,28.05] 8 10 3 4 8 4 4
(28.05,28.1] 7 10 4 6 10 4 5
(28.1,28.15] 7 10 4 6 10 4 5
(28.15,28.2] 9 10 4 6 5 3 7
(28.2, Inf] 3 10 1 2 3 3 4
total 77.00 120.00 44.00 66.00 80.00 73.00 66.00
N_Pacific - 1982-1999 --> 2000-2009
(-Inf,26] 4 10 4 8 2 5 10
(26,26.5] 7 10 6 5 5 10 6
(26.5,26.75] 7 10 7 7 5 8 5
(26.75,27] 8 10 6 8 6 5 6
(27,27.25] 8 10 5 6 5 5 9
(27.25,27.5] 7 10 6 5 5 10 6
(27.5,27.75] 6 10 7 6 9 6 4
(27.75,27.85] 7 10 6 5 5 4 10
(27.85,27.95] 5 10 9 5 4 10 4
(27.95,28.05] 8 10 5 5 5 10 4
(28.05,28.1] 6 10 7 6 6 7 7
(28.1,28.2] 6 10 8 6 5 8 5
(28.2,28.3] 2 10 8 6 5 5 6
(28.3, Inf] 4 10 3 3 0 3 4
total 85.00 140.00 87.00 81.00 67.00 96.00 86.00
N_Pacific - 2000-2009 --> 2010-2019
(-Inf,26] 6 10 4 6 2 7 10
(26,26.5] 7 10 6 5 5 10 6
(26.5,26.75] 6 10 7 8 5 8 4
(26.75,27] 8 10 6 6 7 5 6
(27,27.25] 7 10 5 7 5 5 9
(27.25,27.5] 7 10 6 5 5 10 6
(27.5,27.75] 6 10 6 4 6 10 6
(27.75,27.85] 7 10 5 6 6 5 9
(27.85,27.95] 6 10 7 6 4 10 4
(27.95,28.05] 7 10 6 7 6 7 6
(28.05,28.1] 5 10 7 6 7 7 7
(28.1,28.2] 5 10 5 8 5 7 5
(28.2,28.3] 2 10 7 5 7 4 6
(28.3, Inf] 4 10 3 0 7 6 4
total 83.00 140.00 80.00 79.00 77.00 101.00 88.00
Pacific - 1982-1999 --> 2000-2009
(-Inf,26] 7 10 7 7 6 6 7
(26,26.5] 7 10 6 7 5 7 7
(26.5,26.75] 8 10 4 5 6 6 9
(26.75,27] 7 10 5 5 5 5 10
(27,27.25] 9 10 4 4 5 4 10
(27.25,27.5] 8 10 5 5 5 4 10
(27.5,27.75] 7 10 6 6 6 8 6
(27.75,27.85] 7 10 5 8 4 5 7
(27.85,27.95] 7 10 4 7 6 6 7
(27.95,28.05] 5 10 5 5 8 6 4
(28.05,28.1] 7 10 3 3 7 6 5
(28.1,28.2] 6 10 8 6 7 5 6
(28.2,28.3] 3 10 9 4 10 3 5
(28.3, Inf] 9 10 8 4 4 5 4
total 97.00 140.00 79.00 76.00 84.00 76.00 97.00
Pacific - 2000-2009 --> 2010-2019
(-Inf,26] 8 10 6 8 5 6 6
(26,26.5] 8 10 5 7 5 7 7
(26.5,26.75] 8 10 4 5 6 6 9
(26.75,27] 8 10 4 5 6 6 9
(27,27.25] 10 10 3 3 4 4 10
(27.25,27.5] 10 10 3 3 4 4 10
(27.5,27.75] 7 10 5 7 5 8 6
(27.75,27.85] 5 10 6 8 6 7 6
(27.85,27.95] 6 10 5 7 7 8 6
(27.95,28.05] 5 10 5 9 6 7 5
(28.05,28.1] 8 10 2 3 8 5 5
(28.1,28.2] 2 10 8 7 7 6 6
(28.2,28.3] 3 10 9 4 10 3 5
(28.3, Inf] 8 10 6 6 4 8 6
total 96.00 140.00 71.00 82.00 83.00 85.00 96.00
SO - 1982-1999 --> 2000-2009
(26,26.5] 4 10 1 5 7 6 9
(26.5,26.75] 5 10 5 8 4 5 10
(26.75,27] 5 10 3 7 7 5 10
(27,27.25] 7 10 5 7 8 3 7
(27.25,27.5] 7 10 6 5 5 4 9
(27.5,27.75] 6 10 4 4 6 6 3
(27.75,27.85] 4 10 5 4 6 5 5
(27.85,27.95] 8 10 6 8 6 1 6
(27.95,28.05] 10 10 4 8 5 2 4
(28.05,28.1] 10 10 4 6 5 4 6
(28.1,28.15] 4 10 0 5 6 6 8
(28.1,28.2] 9 10 4 8 7 3 5
(28.15,28.2] 3 10 1 5 7 5 8
(28.2, Inf] 8 10 5 6 10 3 4
(28.2,28.3] 6 10 8 6 6 0 7
(28.3, Inf] 6 10 4 6 10 4 8
total 102.00 160.00 65.00 98.00 105.00 62.00 109.00
SO - 2000-2009 --> 2010-2019
(26,26.5] 3 6 4 3 1 1 2
(26.5,26.75] 5 10 6 8 6 4 9
(26.75,27] 6 10 4 7 8 4 9
(27,27.25] 7 10 6 6 7 4 8
(27.25,27.5] 8 10 4 4 2 5 10
(27.5,27.75] 5 10 6 3 6 4 5
(27.75,27.85] 3 10 6 4 6 4 5
(27.85,27.95] 8 10 6 8 6 1 6
(27.95,28.05] 10 10 4 8 5 2 4
(28.05,28.1] 9 10 5 8 6 2 5
(28.1,28.15] 4 10 2 5 8 4 8
(28.1,28.2] 8 10 4 8 8 3 6
(28.15,28.2] 3 10 3 5 9 4 7
(28.2, Inf] 8 10 5 6 9 5 5
(28.2,28.3] 6 10 5 5 9 3 7
(28.3, Inf] 4 10 9 6 8 4 7
total 97.00 156.00 79.00 94.00 104.00 54.00 103.00

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
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
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
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sessionInfo()
R version 4.0.3 (2020-10-10)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: openSUSE Leap 15.2

Matrix products: default
BLAS:   /usr/local/R-4.0.3/lib64/R/lib/libRblas.so
LAPACK: /usr/local/R-4.0.3/lib64/R/lib/libRlapack.so

locale:
 [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
 [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
 [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
 [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
 [9] LC_ADDRESS=C               LC_TELEPHONE=C            
[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] car_3.0-10       carData_3.0-4    gt_0.2.2         corrr_0.4.3     
 [5] broom_0.7.5      kableExtra_1.3.1 knitr_1.30       olsrr_0.5.3     
 [9] GGally_2.0.0     lubridate_1.7.9  ggforce_0.3.3    metR_0.9.0      
[13] scico_1.2.0      patchwork_1.1.1  collapse_1.5.0   forcats_0.5.0   
[17] stringr_1.4.0    dplyr_1.0.5      purrr_0.3.4      readr_1.4.0     
[21] tidyr_1.1.2      tibble_3.0.4     ggplot2_3.3.3    tidyverse_1.3.0 
[25] workflowr_1.6.2 

loaded via a namespace (and not attached):
 [1] fs_1.5.0                 webshot_0.5.2            RColorBrewer_1.1-2      
 [4] httr_1.4.2               rprojroot_2.0.2          tools_4.0.3             
 [7] backports_1.1.10         R6_2.5.0                 nortest_1.0-4           
[10] DBI_1.1.0                colorspace_2.0-0         withr_2.3.0             
[13] gridExtra_2.3            tidyselect_1.1.0         curl_4.3                
[16] compiler_4.0.3           git2r_0.27.1             cli_2.2.0               
[19] rvest_0.3.6              xml2_1.3.2               sass_0.2.0              
[22] labeling_0.4.2           scales_1.1.1             checkmate_2.0.0         
[25] goftest_1.2-2            digest_0.6.27            foreign_0.8-80          
[28] rmarkdown_2.5            rio_0.5.16               pkgconfig_2.0.3         
[31] htmltools_0.5.0          highr_0.8                dbplyr_1.4.4            
[34] rlang_0.4.10             readxl_1.3.1             rstudioapi_0.13         
[37] farver_2.0.3             generics_0.1.0           jsonlite_1.7.2          
[40] zip_2.1.1                magrittr_2.0.1           Matrix_1.2-18           
[43] Rcpp_1.0.5               munsell_0.5.0            fansi_0.4.1             
[46] abind_1.4-5              lifecycle_1.0.0          stringi_1.5.3           
[49] whisker_0.4              yaml_2.2.1               MASS_7.3-53             
[52] plyr_1.8.6               grid_4.0.3               blob_1.2.1              
[55] parallel_4.0.3           promises_1.1.1           crayon_1.3.4            
[58] lattice_0.20-41          haven_2.3.1              hms_0.5.3               
[61] pillar_1.4.7             reprex_0.3.0             glue_1.4.2              
[64] evaluate_0.14            RcppArmadillo_0.10.1.2.2 data.table_1.13.6       
[67] modelr_0.1.8             vctrs_0.3.6              tweenr_1.0.2            
[70] httpuv_1.5.4             cellranger_1.1.0         gtable_0.3.0            
[73] polyclip_1.10-0          reshape_0.8.8            assertthat_0.2.1        
[76] openxlsx_4.2.3           xfun_0.20                RcppEigen_0.3.3.9.1     
[79] later_1.1.0.1            viridisLite_0.3.0        ellipsis_0.3.1          
[82] here_1.0.1