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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_o2) %>%
#   select(-lm_coeff_filter) %>%
#   unique()

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

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

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

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

3 Apply predictor threshold

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

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

This results in a total number of MLR models of:

  • 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 ~ temp + aou + nitrate + silicate + phosphate_star 269 4.0971886 1536.1308911 485.501844 15.4353464 1982-1999 –> 2000-2009 7.9915328 3.8943442 3961.837492 732.308025 1 3
Atlantic (-Inf,26] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 269 4.1988925 1549.3225177 454.508725 14.0907133 1982-1999 –> 2000-2009 8.0775959 3.8787034 3971.535961 715.916360 4 5
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 269 4.1431161 1542.1280545 428.798287 15.0631304 1982-1999 –> 2000-2009 8.1121199 3.9690038 3984.317836 566.926244 2 5
Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 269 4.2462869 1555.3611057 574.111699 13.9613103 1982-1999 –> 2000-2009 8.2726219 4.0263350 4009.999226 713.155258 5 10
Atlantic (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 269 4.1559498 1541.7919834 394.046817 15.4578074 1982-1999 –> 2000-2009 8.3964084 4.2404586 4039.405424 521.963961 3 12
Atlantic (-Inf,26] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 269 4.2696874 1556.3177801 377.744501 13.9093449 1982-1999 –> 2000-2009 8.4671733 4.1974859 4045.090058 510.159059 6 14
Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 269 4.3831399 1572.4266850 164.782523 14.7715520 1982-1999 –> 2000-2009 8.4775413 4.0944014 4041.615941 411.168931 7 13
Atlantic (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 269 4.5462960 1592.0892309 450.478477 14.7924202 1982-1999 –> 2000-2009 8.5173681 3.9710721 4034.731223 718.952179 12 16
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 269 4.4748794 1583.5708485 468.828481 14.5573966 1982-1999 –> 2000-2009 8.7214363 4.2465569 4084.431681 609.586624 10 20
Atlantic (-Inf,26] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 269 4.4123965 1574.0057925 149.644058 14.1386256 1982-1999 –> 2000-2009 8.9003187 4.4879222 4120.850823 304.119317 8 22
Atlantic (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 474 4.7445019 2835.1768835 215.798035 24.0985534 2000-2009 –> 2010-2019 8.8416905 4.0971886 4371.307775 701.299879 1 2
Atlantic (-Inf,26] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 474 4.7698065 2840.2195758 223.364217 23.7249750 2000-2009 –> 2010-2019 8.9686990 4.1988925 4389.542094 677.872942 2 6
Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 474 4.8829303 2862.4404706 271.760558 27.5220571 2000-2009 –> 2010-2019 9.2660702 4.3831399 4434.867156 436.543081 3 10
Atlantic (-Inf,26] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 474 4.8851339 2860.8681907 152.548326 27.1469091 2000-2009 –> 2010-2019 9.2975303 4.4123965 4434.873983 302.192385 4 12
Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 474 5.3830355 2954.8770308 246.391957 38.3332826 2000-2009 –> 2010-2019 9.5261516 4.1431161 4497.005085 675.190244 7 9
Atlantic (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 474 5.3830471 2952.8790805 178.874571 38.3010268 2000-2009 –> 2010-2019 9.5389969 4.1559498 4494.671064 572.921388 8 11
Atlantic (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 474 5.0126921 2887.3042486 225.828498 18.7802674 2000-2009 –> 2010-2019 9.5589881 4.5462960 4479.393479 676.306975 5 17
Atlantic (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 474 5.3912417 2956.3211283 236.059899 38.0713029 2000-2009 –> 2010-2019 9.6375287 4.2462869 4511.682234 810.171598 9 14
Atlantic (-Inf,26] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 474 5.3933502 2954.6918167 184.527429 37.7145609 2000-2009 –> 2010-2019 9.6630376 4.2696874 4511.009597 562.271929 10 16
Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 474 5.4753319 2968.9934665 207.001368 39.9519826 2000-2009 –> 2010-2019 9.9268617 4.4515299 4547.749730 297.730177 12 21
Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 204 4.7030838 1224.6000350 241.302338 12.5665687 1982-1999 –> 2000-2009 10.8575119 6.1544281 3186.738478 343.092604 2 4
Atlantic (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 204 4.7024470 1224.5447870 262.622090 12.5710714 1982-1999 –> 2000-2009 10.8590546 6.1566076 3186.896386 337.418131 1 4
Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 204 4.7106648 1225.2571736 239.942415 12.5777989 1982-1999 –> 2000-2009 10.9073608 6.1966960 3191.515950 286.687384 3 8
Atlantic (26,26.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 204 4.7348815 1227.3492509 526.671692 12.4431167 1982-1999 –> 2000-2009 10.9695762 6.2346948 3197.288280 803.276282 4 11
Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 204 5.0716827 1255.3853637 257.325853 13.1625096 1982-1999 –> 2000-2009 11.2924027 6.2207200 3223.973526 306.844751 9 15
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 204 5.4271975 1283.0274613 247.500630 25.1955895 1982-1999 –> 2000-2009 11.5749223 6.1477247 3244.509853 318.408011 18 19
Atlantic (26,26.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 204 5.2261568 1265.6268009 216.271512 13.2784977 1982-1999 –> 2000-2009 11.6654930 6.4393362 3253.007923 259.655186 14 25
Atlantic (26,26.5] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 204 5.5414395 1289.5266803 214.631519 24.2557582 1982-1999 –> 2000-2009 11.7017287 6.1602892 3250.238159 284.094524 19 23
Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 204 5.6971089 1302.8301284 264.322585 13.9915849 1982-1999 –> 2000-2009 12.0677510 6.3706421 3285.754687 367.331574 21 30
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 204 5.1173081 1259.0393640 96.721477 12.9336992 1982-1999 –> 2000-2009 12.1531410 7.0358329 3301.752039 122.226428 12 24
Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 366 4.8019949 2201.1940243 72.054644 10.8851257 2000-2009 –> 2010-2019 9.5050787 4.7030838 3425.794059 313.356983 3 5
Atlantic (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 366 4.8028312 2201.3214853 56.047345 10.8682641 2000-2009 –> 2010-2019 9.5052781 4.7024470 3425.866272 318.669435 4 5
Atlantic (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 366 4.7974424 2200.4997214 27.182325 11.0056877 2000-2009 –> 2010-2019 9.5081072 4.7106648 3425.756895 267.124740 1 4
Atlantic (26,26.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 366 4.7983955 2200.6451359 217.928937 11.1612892 2000-2009 –> 2010-2019 9.5332770 4.7348815 3427.994387 744.600629 2 6
Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 366 4.8811535 2213.1623098 28.941398 11.2661420 2000-2009 –> 2010-2019 9.9528362 5.0716827 3468.547673 286.267252 7 17
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 366 4.8051344 2201.6724412 52.469698 10.9541871 2000-2009 –> 2010-2019 10.2323320 5.4271975 3484.699903 299.970328 5 24
Atlantic (26,26.5] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 366 4.8224059 2202.2988151 51.072061 10.7575530 2000-2009 –> 2010-2019 10.3638455 5.5414395 3491.825495 265.703580 6 26
Atlantic (26,26.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 366 5.3154093 2273.5495418 26.983957 16.1176588 2000-2009 –> 2010-2019 10.5415661 5.2261568 3539.176343 243.255469 11 26
Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 366 5.5816474 2311.3252705 20.303536 14.1560699 2000-2009 –> 2010-2019 10.6989555 5.1173081 3570.364635 117.025013 12 25
Atlantic (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 366 5.1488338 2252.2428208 73.454197 12.6692470 2000-2009 –> 2010-2019 10.8459427 5.6971089 3555.072949 337.776783 9 31
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 135 5.0213272 832.8108617 222.002784 14.1048290 1982-1999 –> 2000-2009 8.6095066 3.5881793 2378.470264 265.530071 2 3
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 135 5.0309315 833.3267961 210.113118 13.2243974 1982-1999 –> 2000-2009 8.6206768 3.5897453 2379.234035 252.481496 5 7
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 135 5.0199847 832.7386627 272.891030 13.9248159 1982-1999 –> 2000-2009 8.6554961 3.6355114 2385.841631 633.770267 1 13
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 135 5.0573808 834.7425609 23.755749 14.1170539 1982-1999 –> 2000-2009 8.6689385 3.6115577 2384.090697 73.522183 6 9
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 135 5.0585623 834.8056267 21.136491 14.1184278 1982-1999 –> 2000-2009 8.6711349 3.6125726 2384.313363 72.121086 7 11
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 135 5.0586943 832.8126749 19.093711 14.1930690 1982-1999 –> 2000-2009 8.6720120 3.6133176 2380.437538 61.839323 8 13
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 135 5.0587659 834.8164958 258.277664 14.1190928 1982-1999 –> 2000-2009 8.6754849 3.6167190 2384.975783 619.085077 9 17
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 135 5.0630775 833.0465195 20.875047 13.6361416 1982-1999 –> 2000-2009 8.6814997 3.6184222 2381.473239 63.122022 13 22
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + aou + silicate + phosphate 135 5.0595310 832.8573292 258.041359 14.3110611 1982-1999 –> 2000-2009 8.7097300 3.6501990 2386.250407 618.825257 10 27
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 135 5.0257579 833.0489982 159.743596 13.9136827 1982-1999 –> 2000-2009 8.8161804 3.7904225 2409.853293 183.758199 3 23
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 249 4.4023536 1458.7367647 26.361629 17.1465626 2000-2009 –> 2010-2019 9.4332851 5.0309315 2292.063561 236.474748 5 10
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 249 4.4410288 1463.0926520 24.357689 17.3076665 2000-2009 –> 2010-2019 9.4623561 5.0213272 2295.903514 246.360473 7 9
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 249 4.4992273 1469.5764172 25.360747 18.4211003 2000-2009 –> 2010-2019 9.5566082 5.0573808 2304.318978 49.116496 9 15
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 249 4.5035745 1470.0573579 26.010824 18.4646764 2000-2009 –> 2010-2019 9.5621368 5.0585623 2304.862985 47.147315 12 19
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 249 4.5160826 1469.4385655 24.854578 18.1619797 2000-2009 –> 2010-2019 9.5791601 5.0630775 2302.485085 45.729625 14 27
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 249 4.5602226 1476.2823603 116.436919 17.0657075 2000-2009 –> 2010-2019 9.5802072 5.0199847 2309.021023 389.327949 20 21
Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 249 4.5250722 1472.4288839 116.110532 18.5490801 2000-2009 –> 2010-2019 9.5838381 5.0587659 2307.245380 374.388196 16 25
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 249 4.5298212 1470.9512569 22.633782 18.1976876 2000-2009 –> 2010-2019 9.5885155 5.0586943 2303.763932 41.727493 18 26
Atlantic (26.5,26.75] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 249 4.3555827 1453.4176753 410.072312 16.9955003 2000-2009 –> 2010-2019 9.6870751 5.3314924 2302.411504 1340.830661 1 23
Atlantic (26.5,26.75] 4 cstar_tref ~ sal + aou + silicate + phosphate 249 4.6328738 1482.1537164 112.512727 17.8696881 2000-2009 –> 2010-2019 9.6924048 5.0595310 2315.011045 370.554087 21 31
Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 202 4.8732481 1227.0904834 333.872829 17.1783831 1982-1999 –> 2000-2009 8.2158035 3.3425554 3509.672928 833.993431 1 2
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 202 4.8806238 1227.7014762 151.113561 18.2173733 1982-1999 –> 2000-2009 8.2587528 3.3781290 3519.430573 344.788294 2 7
Atlantic (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 202 4.8818851 1225.8058708 119.671296 17.9474307 1982-1999 –> 2000-2009 8.2914523 3.4095672 3523.538519 232.232752 3 20
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 202 4.8959932 1228.9717025 43.469065 18.2047085 1982-1999 –> 2000-2009 8.2925681 3.3965749 3525.405744 71.479744 4 11
Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 202 4.9329402 1232.0089846 43.788154 16.6622923 1982-1999 –> 2000-2009 8.2956954 3.3627553 3519.797084 81.695066 6 8
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 202 4.9016016 1229.4342158 58.974871 18.2099793 1982-1999 –> 2000-2009 8.3037842 3.4021827 3527.293557 106.583063 5 13
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 202 4.9410875 1232.6756910 365.391720 16.9833562 1982-1999 –> 2000-2009 8.3454964 3.4044089 3531.100208 769.360222 7 16
Atlantic (26.75,27] 4 cstar_tref ~ sal + aou + silicate + phosphate 202 4.9413422 1230.6965140 333.479864 17.0771596 1982-1999 –> 2000-2009 8.3461418 3.4047996 3527.220192 707.527782 8 18
Atlantic (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 202 4.9746355 1235.4094189 56.418869 17.3747654 1982-1999 –> 2000-2009 8.3542769 3.3796413 3527.525235 96.644991 15 21
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 202 4.9601096 1234.2280132 37.489429 17.1665568 1982-1999 –> 2000-2009 8.3660808 3.4059712 3533.048927 97.699609 11 22
Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 399 4.5594092 2357.0330003 369.060932 16.3598886 2000-2009 –> 2010-2019 9.4326573 4.8732481 3584.123484 702.933761 1 2
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 399 4.5631613 2357.6894379 129.053877 16.2520499 2000-2009 –> 2010-2019 9.4437851 4.8806238 3585.390914 280.167437 4 6
Atlantic (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 399 4.5637992 2355.8009860 94.840266 16.1295111 2000-2009 –> 2010-2019 9.4456843 4.8818851 3581.606857 214.511562 5 8
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 399 4.5765517 2360.0277039 26.493500 16.3581440 2000-2009 –> 2010-2019 9.4725449 4.8959932 3588.999406 69.962565 12 16
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 399 4.5786168 2360.3877029 38.225027 16.3898745 2000-2009 –> 2010-2019 9.4802183 4.9016016 3589.821919 97.199898 15 20
Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 399 4.5614845 2357.3961474 284.762289 16.5957411 2000-2009 –> 2010-2019 9.5025720 4.9410875 3590.071838 650.154009 2 9
Atlantic (26.75,27] 4 cstar_tref ~ sal + aou + silicate + phosphate 399 4.5628739 2355.6391710 284.642720 16.4639903 2000-2009 –> 2010-2019 9.5042161 4.9413422 3586.335685 618.122583 3 11
Atlantic (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 399 4.5747682 2359.7166535 45.585031 16.9973094 2000-2009 –> 2010-2019 9.5077083 4.9329402 3591.725638 89.373186 10 16
Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + phosphate 399 4.5678809 2356.5143649 95.009736 16.4273540 2000-2009 –> 2010-2019 9.5192145 4.9513337 3588.026946 207.351595 6 15
Atlantic (26.75,27] 3 cstar_tref ~ sal + aou + phosphate 399 4.5712986 2355.1112048 80.464904 16.1832256 2000-2009 –> 2010-2019 9.5229034 4.9516048 3584.645911 161.819239 7 17
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 340 4.2663200 1965.3893176 594.069836 12.1435335 1982-1999 –> 2000-2009 7.1164754 2.8501553 5595.002741 1028.608511 1 2
Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 340 4.2798743 1967.5462836 344.564629 13.7623214 1982-1999 –> 2000-2009 7.2991337 3.0192593 5681.657108 730.121959 2 6
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 340 4.3721964 1982.0587299 70.682420 13.1679682 1982-1999 –> 2000-2009 7.3001730 2.9279767 5651.163465 151.735989 8 10
Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 340 4.2845117 1966.2826861 259.671460 13.8485210 1982-1999 –> 2000-2009 7.3211079 3.0365962 5686.787348 466.349649 3 8
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 340 4.3967689 1985.8697601 119.867472 13.5660419 1982-1999 –> 2000-2009 7.3460434 2.9492745 5665.599432 242.408359 11 14
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 340 4.3008391 1970.8690930 422.343299 13.9572282 1982-1999 –> 2000-2009 7.4472486 3.1464096 5745.453054 577.946552 4 13
Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + silicate + phosphate 340 4.3009088 1968.8801237 320.399150 14.0256616 1982-1999 –> 2000-2009 7.4480766 3.1471678 5741.817314 465.836623 5 15
Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 340 4.4241762 1990.0953844 25.479763 15.9872318 1982-1999 –> 2000-2009 7.5511291 3.1269529 5755.585772 51.533968 14 21
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 340 4.3931738 1985.3135099 70.149535 14.6151472 1982-1999 –> 2000-2009 7.5520520 3.1588783 5765.695493 97.329030 9 21
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 340 4.3050516 1969.5348113 263.876182 14.1382555 1982-1999 –> 2000-2009 7.5581587 3.2531070 5791.007763 370.780344 6 45
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 778 3.2697495 4065.2823626 465.748677 10.6403540 2000-2009 –> 2010-2019 7.5360695 4.2663200 6030.671680 1059.818513 1 2
Atlantic (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 778 3.2842822 4072.1828124 262.765549 10.8166646 2000-2009 –> 2010-2019 7.5641565 4.2798743 6039.729096 607.330177 2 4
Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 778 3.2964899 4075.9557674 194.492450 10.9693168 2000-2009 –> 2010-2019 7.5810016 4.2845117 6042.238454 454.163910 5 8
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 778 3.2853236 4072.6761462 124.414935 10.5932808 2000-2009 –> 2010-2019 7.5861627 4.3008391 6043.545239 546.758234 3 7
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate 778 3.2860390 4071.0149465 94.922719 10.6284416 2000-2009 –> 2010-2019 7.5910907 4.3050516 6040.549758 358.798900 4 10
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 778 3.3033373 4081.1845318 80.875986 10.7097032 2000-2009 –> 2010-2019 7.6755337 4.3721964 6063.243262 151.558406 6 14
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 778 3.3080137 4083.3857239 22.494385 10.6263589 2000-2009 –> 2010-2019 7.7011875 4.3931738 6068.699234 92.643920 9 18
Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + phosphate_star 778 3.3098975 4082.2715479 17.253093 10.6859228 2000-2009 –> 2010-2019 7.7030796 4.3931821 6065.586345 61.249094 10 20
Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 778 3.3106796 4084.6391627 120.536852 10.7085744 2000-2009 –> 2010-2019 7.7074485 4.3967689 6070.508923 240.404324 11 22
Atlantic (27,27.25] 4 cstar_tref ~ sal + aou + silicate + phosphate 778 3.4207328 4133.5224117 109.159819 10.8445965 2000-2009 –> 2010-2019 7.7216416 4.3009088 6102.402535 429.558969 28 33
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 603 2.6331671 2892.8737890 698.210783 15.7120846 1982-1999 –> 2000-2009 4.7587853 2.1256182 9365.033431 1190.621072 1 3
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 603 2.6691615 2909.2477093 342.913717 13.6745456 1982-1999 –> 2000-2009 4.7697993 2.1006378 9346.273354 658.265780 3 4
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 603 2.6418513 2894.8446763 328.876477 15.3091378 1982-1999 –> 2000-2009 4.7877152 2.1458638 9393.177373 601.395910 2 6
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 603 2.7363987 2939.2509764 510.315718 14.7876970 1982-1999 –> 2000-2009 4.8773017 2.1409030 9432.705000 944.062337 4 7
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 603 2.7388003 2940.3089428 105.954395 17.3288848 1982-1999 –> 2000-2009 4.9614237 2.2226234 9545.095649 125.281971 5 10
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 603 2.7716282 2954.6784185 131.941883 17.6170710 1982-1999 –> 2000-2009 5.0437490 2.2721208 9624.924805 142.084063 6 13
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 603 2.8085297 2970.6291562 83.633237 18.2786665 1982-1999 –> 2000-2009 5.0655432 2.2570135 9621.048790 104.476887 9 15
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 603 2.8079549 2968.3823012 66.246796 17.1371164 1982-1999 –> 2000-2009 5.1050090 2.2970541 9669.064543 78.687503 8 16
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + silicate 603 2.7973468 2963.8175820 72.108779 16.8196769 1982-1999 –> 2000-2009 5.1477027 2.3503559 9732.675363 74.838181 7 20
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 603 2.8754932 2999.0462568 94.124905 19.1245217 1982-1999 –> 2000-2009 5.1933451 2.3178520 9728.516258 103.611732 12 21
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1354 2.3256603 6142.0484343 653.026317 8.5275495 2000-2009 –> 2010-2019 4.9588274 2.6331671 9034.922223 1351.237100 1 2
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1354 2.3446413 6162.0601594 404.808700 8.1025148 2000-2009 –> 2010-2019 4.9864926 2.6418513 9056.904836 733.685177 2 4
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1354 2.3773163 6201.5383410 303.495199 8.1813743 2000-2009 –> 2010-2019 5.0464778 2.6691615 9110.786050 646.408916 4 7
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1354 2.3756457 6199.6347487 21.899217 8.3594780 2000-2009 –> 2010-2019 5.1144460 2.7388003 9139.943692 127.853611 3 8
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1354 2.3884033 6214.1382192 406.426873 8.2422884 2000-2009 –> 2010-2019 5.1248020 2.7363987 9153.389196 916.742591 7 11
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1354 2.3938247 6220.2781026 9.398427 8.1695856 2000-2009 –> 2010-2019 5.1654529 2.7716282 9174.956521 141.340311 9 15
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1354 2.3775522 6199.8070854 15.435628 8.2164405 2000-2009 –> 2010-2019 5.1855071 2.8079549 9168.189387 81.682425 5 13
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1354 2.3876533 6213.2877489 24.400217 8.3633723 2000-2009 –> 2010-2019 5.1961830 2.8085297 9183.916905 108.033454 6 15
Atlantic (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1354 2.3884382 6212.1777799 17.460063 8.2387600 2000-2009 –> 2010-2019 5.2545894 2.8661512 9205.299562 67.125873 8 18
Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1354 2.4068669 6234.9919712 9.110483 8.1578972 2000-2009 –> 2010-2019 5.2823601 2.8754932 9234.038228 103.235388 11 23
Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 778 1.5904375 2943.8665628 198.289982 6.8233175 1982-1999 –> 2000-2009 2.8942405 1.3038030 9398.338690 391.493222 1 2
Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 778 1.5973707 2950.6349128 34.272792 7.1596362 1982-1999 –> 2000-2009 2.9238780 1.3265073 9471.124740 61.025167 3 6
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 778 1.5938929 2947.2434639 24.483910 7.5469886 1982-1999 –> 2000-2009 2.9320711 1.3381782 9501.230663 63.495113 2 6
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 778 1.5999217 2953.1178909 17.563382 7.1312836 1982-1999 –> 2000-2009 2.9432234 1.3433017 9521.717964 27.579611 4 10
Atlantic (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 778 1.6131059 2965.8875894 36.113877 7.5009112 1982-1999 –> 2000-2009 2.9550038 1.3418979 9530.489416 71.156500 7 12
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 778 1.6120043 2964.8246048 25.880821 7.7083580 1982-1999 –> 2000-2009 2.9675326 1.3555283 9568.072893 67.008420 6 15
Atlantic (27.5,27.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 778 1.6615387 3009.9182130 76.115801 6.9674726 1982-1999 –> 2000-2009 2.9787774 1.3172387 9501.595086 145.951021 17 19
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 778 1.6212763 2973.7488589 16.966800 7.1537474 1982-1999 –> 2000-2009 2.9867409 1.3654646 9604.925548 26.414277 9 19
Atlantic (27.5,27.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 778 1.6530201 3001.9201667 184.537835 9.3563683 1982-1999 –> 2000-2009 3.0066331 1.3536130 9597.761624 377.529391 13 21
Atlantic (27.5,27.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 778 1.6263388 2976.5999823 14.283383 7.0050679 1982-1999 –> 2000-2009 3.0174756 1.3911368 9677.004514 21.641716 10 29
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2000 1.7506120 7929.6159733 414.013953 6.3394081 2000-2009 –> 2010-2019 3.3982283 1.6476163 10928.441127 950.790309 1 13
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2000 1.7621045 7955.7894360 540.992063 6.3526221 2000-2009 –> 2010-2019 3.4257759 1.6636714 10969.703558 1191.115925 2 20
Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2000 1.8351856 8116.3367019 548.980653 5.5804801 2000-2009 –> 2010-2019 3.4823977 1.6472121 11112.780082 942.069957 3 14
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2000 1.8948719 8246.3591684 35.452456 5.6315467 2000-2009 –> 2010-2019 3.4887648 1.5938929 11193.602632 59.936366 4 6
Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2000 1.9416972 8344.0038236 256.917464 5.6966837 2000-2009 –> 2010-2019 3.5321347 1.5904375 11287.870386 455.207447 8 9
Atlantic (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2000 1.9253816 8310.2509376 37.258686 5.5451181 2000-2009 –> 2010-2019 3.5373859 1.6120043 11275.075542 63.139507 6 12
Atlantic (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2000 1.9432628 8347.2278893 23.541393 5.7085791 2000-2009 –> 2010-2019 3.5406336 1.5973707 11297.862802 57.814186 10 13
Atlantic (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2000 1.9452780 8351.3737047 30.964053 5.7390679 2000-2009 –> 2010-2019 3.5583839 1.6131059 11317.261294 67.077930 14 21
Atlantic (27.5,27.75] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 2000 1.9473171 8353.5644794 9.431397 5.6440453 2000-2009 –> 2010-2019 3.5672873 1.6199702 11324.059314 25.709225 16 24
Atlantic (27.5,27.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 2000 1.9439739 8346.6913099 9.510646 5.7626435 2000-2009 –> 2010-2019 3.5703128 1.6263388 11323.291292 23.794029 12 22
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 245 1.5508586 922.2961359 424.441453 4.4833703 1982-1999 –> 2000-2009 2.8130016 1.2621431 2470.423313 1419.641867 1 2
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 245 1.6231663 946.6254787 245.541251 5.3160025 1982-1999 –> 2000-2009 2.9050665 1.2819001 2511.197737 593.710773 3 5
Atlantic (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 245 1.6130064 943.5487519 188.511590 4.8786188 1982-1999 –> 2000-2009 2.9091566 1.2961503 2518.402233 276.351044 2 5
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 245 1.6266762 945.6838749 179.027498 5.1143399 1982-1999 –> 2000-2009 2.9228322 1.2961560 2518.541488 263.495142 4 8
Atlantic (27.75,27.85] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 245 1.6567526 956.6609897 200.384838 5.0305304 1982-1999 –> 2000-2009 2.9708622 1.3141097 2544.312049 311.192083 5 11
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 245 1.6896704 966.3012987 286.338096 5.0734519 1982-1999 –> 2000-2009 2.9943720 1.3047016 2547.270274 725.565714 6 11
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 245 1.6898471 964.3525159 194.130802 5.1111702 1982-1999 –> 2000-2009 3.0044255 1.3145785 2550.335297 302.086418 8 15
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 245 1.7179843 974.4442007 65.095260 6.0496728 1982-1999 –> 2000-2009 3.1235377 1.4055534 2624.657953 93.661614 13 21
Atlantic (27.75,27.85] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 245 1.6898376 964.3497589 52.098835 5.2927372 1982-1999 –> 2000-2009 3.1287557 1.4389182 2634.381747 151.010154 7 17
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 245 1.7183068 972.5361816 51.174368 6.0613545 1982-1999 –> 2000-2009 3.1368184 1.4185116 2629.284622 79.731566 14 23
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 478 1.3128401 1630.7215689 171.529203 5.6030594 2000-2009 –> 2010-2019 2.9360064 1.6231663 2577.347048 417.070454 1 5
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 478 1.3395759 1649.9947732 223.262711 5.7803307 2000-2009 –> 2010-2019 3.0292463 1.6896704 2616.296072 509.600807 2 9
Atlantic (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 478 1.9480235 2007.9806377 941.033422 8.4713134 2000-2009 –> 2010-2019 3.4979225 1.5498989 2931.973489 1365.681965 3 4
Atlantic (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 478 1.9922949 2029.4637831 78.711887 8.7211018 2000-2009 –> 2010-2019 3.6053012 1.6130064 2973.012535 267.223478 4 7
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 478 2.0707514 2064.3886687 839.837348 8.8939700 2000-2009 –> 2010-2019 3.6216100 1.5508586 2986.684805 1264.278801 6 8
Atlantic (27.75,27.85] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 478 2.0102898 2038.0598802 100.025425 8.7845617 2000-2009 –> 2010-2019 3.6670424 1.6567526 2994.720870 300.410262 5 11
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 478 2.0979097 2076.8452742 68.222291 9.0545353 2000-2009 –> 2010-2019 3.7245858 1.6266762 3022.529149 247.249789 7 12
Atlantic (27.75,27.85] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 478 2.1080094 2081.4365981 89.964031 9.0952086 2000-2009 –> 2010-2019 3.7978565 1.6898471 3045.789114 284.094833 8 17
Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 478 2.2022267 2125.2375777 89.012342 11.6520215 2000-2009 –> 2010-2019 3.9006963 1.6984696 3094.083984 221.544827 9 19
Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 478 2.2325510 2136.3117248 55.920986 11.7882114 2000-2009 –> 2010-2019 3.9502489 1.7176980 3108.674262 125.529877 10 23
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 507 1.5615707 1904.7355656 317.337785 4.5681068 1982-1999 –> 2000-2009 3.9054871 2.3439163 6628.295344 1305.541397 1 2
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 507 1.5671750 1908.3681486 45.755237 4.5039395 1982-1999 –> 2000-2009 3.9214523 2.3542773 6641.075550 95.204197 2 4
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 507 1.5700298 1910.2136181 45.282905 4.5959663 1982-1999 –> 2000-2009 3.9280065 2.3579767 6646.177456 106.673388 3 6
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 507 1.6355103 1951.6458946 217.508705 5.7853946 1982-1999 –> 2000-2009 4.5000148 2.8645045 7091.192467 893.071303 4 20
Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 507 2.1555701 2231.6116813 323.238300 6.2596397 1982-1999 –> 2000-2009 4.5237774 2.3682073 6976.554613 895.447152 12 16
Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 507 2.1986772 2251.6895440 85.126795 6.4066442 1982-1999 –> 2000-2009 4.6021653 2.4034882 7027.302405 115.835030 15 20
Atlantic (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 507 2.2081632 2256.0549837 83.385413 6.4232329 1982-1999 –> 2000-2009 4.6247434 2.4165802 7042.934411 117.346948 17 23
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 507 1.9778325 2144.3532450 277.638433 6.1159311 1982-1999 –> 2000-2009 4.6751653 2.6973328 7159.186113 1150.528107 8 18
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 507 1.9829260 2146.9612165 36.737949 6.0757172 1982-1999 –> 2000-2009 4.6998897 2.7169637 7176.833815 81.423085 9 21
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 507 1.9837859 2147.4008444 40.893571 6.1056747 1982-1999 –> 2000-2009 4.7057355 2.7219497 7181.075976 89.745260 10 24
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1042 1.9768146 4391.2863208 526.407258 17.4528685 2000-2009 –> 2010-2019 3.5383854 1.5615707 6296.021886 843.745043 1 2
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1042 2.0080529 4423.9608888 32.532059 17.4219978 2000-2009 –> 2010-2019 3.5752279 1.5671750 6332.329037 78.287296 2 4
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1042 2.0166900 4432.9054604 39.758836 17.4157304 2000-2009 –> 2010-2019 3.5867198 1.5700298 6343.119079 85.041742 3 6
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1042 3.1717757 5376.6115881 549.092679 13.0908605 2000-2009 –> 2010-2019 4.8072860 1.6355103 7328.257483 766.601384 6 10
Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1042 3.0554907 5298.7712868 655.212311 9.8198673 2000-2009 –> 2010-2019 5.2110608 2.1555701 7530.382968 978.450611 4 16
Atlantic (27.85,27.95] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1042 3.5685166 5620.2284967 409.875429 15.9657982 2000-2009 –> 2010-2019 5.2594337 1.6909170 7603.656967 606.841649 14 19
Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1042 3.1754959 5379.0544800 39.859330 9.3173012 2000-2009 –> 2010-2019 5.3741731 2.1986772 7630.744024 124.986125 7 22
Atlantic (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1042 3.2074511 5399.9210635 50.143676 9.3074443 2000-2009 –> 2010-2019 5.4156143 2.2081632 7655.976047 133.529089 8 25
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1042 3.5404809 5605.7911097 606.463721 19.7636593 2000-2009 –> 2010-2019 5.5183134 1.9778325 7750.144355 884.102154 11 19
Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1042 3.5601476 5617.3352916 38.211739 19.7351958 2000-2009 –> 2010-2019 5.5430736 1.9829260 7764.296508 74.949689 12 21
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1165 2.3320671 5293.0660135 387.246839 7.1203197 1982-1999 –> 2000-2009 5.1602360 2.8281689 16252.610844 778.154604 11 14
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1165 2.3301726 5291.1723921 481.179286 7.1236432 1982-1999 –> 2000-2009 5.1623156 2.8321431 16256.968721 1015.354282 10 14
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1165 2.3359699 5296.9621230 375.509507 7.1285542 1982-1999 –> 2000-2009 5.1824957 2.8465258 16285.310220 694.154946 12 18
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1165 2.3429296 5303.8937310 395.186912 7.1212873 1982-1999 –> 2000-2009 5.1987578 2.8558282 16306.767203 722.941131 13 20
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1165 2.3582705 5317.1001684 144.189035 7.0118182 1982-1999 –> 2000-2009 5.2149924 2.8567219 16319.366687 394.463848 15 23
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1165 2.2831875 5243.7107195 322.619593 7.6332055 1982-1999 –> 2000-2009 5.2695679 2.9863804 16445.589423 915.110265 2 12
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1165 2.2772568 5237.6504739 56.541527 7.6296996 1982-1999 –> 2000-2009 5.2861463 3.0088895 16472.959299 248.341148 1 15
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1165 2.2851501 5245.7126423 34.609368 7.6737653 1982-1999 –> 2000-2009 5.3150846 3.0299345 16512.051508 69.273641 3 21
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1165 2.2893154 5249.9558465 35.112706 7.6754568 1982-1999 –> 2000-2009 5.3195625 3.0302471 16516.754033 69.918655 4 23
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1165 2.3118160 5272.7445342 36.750302 8.2059895 1982-1999 –> 2000-2009 5.3475496 3.0357336 16547.596073 70.393981 7 30
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2264 2.8504608 11181.9460628 492.658538 16.4595917 2000-2009 –> 2010-2019 5.1825278 2.3320671 16475.012076 879.905376 1 12
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2264 2.8601342 11197.2864322 497.648270 16.3722322 2000-2009 –> 2010-2019 5.1903067 2.3301726 16488.458824 978.827556 2 12
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2264 2.8897274 11243.8959497 342.922588 16.3963385 2000-2009 –> 2010-2019 5.2256973 2.3359699 16540.858073 718.432095 3 15
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2264 2.9476527 11333.7631085 779.493211 17.9754270 2000-2009 –> 2010-2019 5.2308402 2.2831875 16577.473828 1102.112804 5 7
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2264 2.8989984 11258.3997361 351.837945 16.4755100 2000-2009 –> 2010-2019 5.2419280 2.3429296 16562.293467 747.024856 4 17
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2264 2.9725148 11371.7945763 182.734196 17.9317335 2000-2009 –> 2010-2019 5.2497715 2.2772568 16609.445050 239.275723 8 9
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2264 3.0113819 11430.6167040 32.204042 17.9967418 2000-2009 –> 2010-2019 5.2965320 2.2851501 16676.329346 66.813410 10 13
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2264 3.0119595 11431.4850450 32.336951 18.0049511 2000-2009 –> 2010-2019 5.3012748 2.2893154 16681.440891 67.449657 11 15
Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2264 2.9563359 11345.0821183 283.460323 13.9728368 2000-2009 –> 2010-2019 5.3146063 2.3582705 16662.182287 427.649357 7 22
Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2264 3.0225483 11447.3756991 31.892778 18.1915655 2000-2009 –> 2010-2019 5.3343643 2.3118160 16720.120233 68.643079 14 21
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 264 1.1691372 845.7080103 458.235145 4.6190480 1982-1999 –> 2000-2009 2.1745915 1.0054543 2719.945664 643.538133 1 3
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 264 1.1949871 857.2550523 206.832127 4.6462554 1982-1999 –> 2000-2009 2.1975343 1.0025471 2727.711072 386.210867 6 7
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 264 1.2035583 861.0286491 427.575179 4.7129472 1982-1999 –> 2000-2009 2.2124000 1.0088417 2739.658909 616.035504 9 14
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 264 1.2126631 865.0078802 249.265339 4.7288356 1982-1999 –> 2000-2009 2.2195655 1.0069025 2741.125249 428.228060 11 14
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + silicate 264 1.2213282 866.7673231 203.851046 4.5391071 1982-1999 –> 2000-2009 2.2282449 1.0069167 2740.903115 325.364232 17 21
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 264 1.2214994 868.8413339 251.409633 4.7903601 1982-1999 –> 2000-2009 2.2360011 1.0145017 2754.778210 414.867136 18 25
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + silicate + phosphate 264 1.2373818 873.6623159 249.230943 4.6177419 1982-1999 –> 2000-2009 2.2477806 1.0103989 2752.306813 395.813768 23 29
Atlantic (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 264 1.1691914 843.7324865 444.502080 4.6385025 1982-1999 –> 2000-2009 2.2685807 1.0993893 2832.616017 598.972018 2 17
Atlantic (28.05,28.1] 4 cstar_tref ~ aou + silicate + phosphate + phosphate_star 264 1.2133329 863.2994536 440.427658 4.9219099 1982-1999 –> 2000-2009 2.2823042 1.0689713 2815.539217 867.514050 13 22
Atlantic (28.05,28.1] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 264 1.2098722 861.7913088 427.342492 4.9165547 1982-1999 –> 2000-2009 2.2906534 1.0807813 2828.380546 598.459495 10 22
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 628 1.3656544 2187.5987419 215.294498 5.7792707 2000-2009 –> 2010-2019 2.5347916 1.1691372 3033.306752 673.529643 4 5
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 628 1.3664396 2188.3206610 217.288410 5.7261507 2000-2009 –> 2010-2019 2.5614267 1.1949871 3045.575713 424.120537 6 12
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 628 1.3539947 2176.8292256 230.228701 5.7316489 2000-2009 –> 2010-2019 2.5666578 1.2126631 3041.837106 479.494040 2 13
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 628 1.3638472 2185.9355559 231.208171 5.8050878 2000-2009 –> 2010-2019 2.5674055 1.2035583 3046.964205 658.783350 3 12
Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 628 1.3658889 2187.8144449 232.175733 5.7854291 2000-2009 –> 2010-2019 2.5873884 1.2214994 3056.655779 483.585366 5 23
Atlantic (28.05,28.1] 4 cstar_tref ~ aou + silicate + phosphate + phosphate_star 628 1.4065265 2222.6374960 513.864693 6.0010643 2000-2009 –> 2010-2019 2.6198594 1.2133329 3085.936950 954.292350 10 23
Atlantic (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 628 1.4508302 2261.5895861 184.487471 6.1685176 2000-2009 –> 2010-2019 2.6200216 1.1691914 3105.322073 628.989550 21 23
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + silicate 628 1.4039556 2220.3396635 180.261546 5.9321012 2000-2009 –> 2010-2019 2.6252838 1.2213282 3087.106987 384.112591 9 26
Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + silicate + phosphate 628 1.3983610 2215.3246297 210.971415 5.9539590 2000-2009 –> 2010-2019 2.6357427 1.2373818 3088.986946 460.202358 8 31
Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + silicate + phosphate 628 1.4229300 2237.2007500 82.040928 6.0937134 2000-2009 –> 2010-2019 2.6422545 1.2193245 3103.101125 199.730574 15 31
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 292 0.8428228 742.7969231 172.423129 3.1003614 1982-1999 –> 2000-2009 1.7394300 0.8966072 2257.829012 310.505607 1 2
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 292 0.8466124 745.4169394 180.484964 3.0711103 1982-1999 –> 2000-2009 1.7543154 0.9077030 2274.544121 320.876543 2 4
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 292 0.8474519 745.9957560 120.336824 3.0537735 1982-1999 –> 2000-2009 1.7554742 0.9080223 2275.525961 206.857345 3 6
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 292 0.8551011 751.2433170 726.279777 2.9193488 1982-1999 –> 2000-2009 1.7655126 0.9104115 2283.784906 1200.729569 4 8
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + silicate 292 0.8653204 756.1813272 94.374237 3.1267861 1982-1999 –> 2000-2009 1.7855218 0.9202014 2298.980399 144.534364 5 10
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 292 0.8693771 758.9127777 273.188577 2.8114246 1982-1999 –> 2000-2009 1.7927501 0.9233730 2305.654912 461.929932 6 12
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 292 0.9001556 781.2304996 749.621997 2.7753297 1982-1999 –> 2000-2009 1.8709416 0.9707861 2387.356128 1201.203118 7 14
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 292 0.9003026 779.3259042 112.050191 3.2998130 1982-1999 –> 2000-2009 1.9839869 1.0836843 2509.529591 187.621037 8 18
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + silicate 292 0.9150153 788.7924185 172.142767 3.3542049 1982-1999 –> 2000-2009 2.0270265 1.1120112 2548.567088 307.992552 9 20
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + silicate + phosphate 292 0.9254133 795.3914681 175.412553 3.3111987 1982-1999 –> 2000-2009 2.0669590 1.1415456 2585.206132 315.760910 10 23
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 710 0.8062785 1723.1297953 118.024052 2.6622770 2000-2009 –> 2010-2019 1.6491013 0.8428228 2465.926718 290.447182 1 2
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 710 0.8193809 1746.0198962 124.043318 2.6488248 2000-2009 –> 2010-2019 1.6659933 0.8466124 2491.436836 304.528282 2 4
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 710 0.8194588 1746.1548508 113.599527 2.6598942 2000-2009 –> 2010-2019 1.6669107 0.8474519 2492.150607 233.936352 3 6
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 710 0.8199840 1747.0645987 357.955732 2.7004206 2000-2009 –> 2010-2019 1.6750850 0.8551011 2498.307916 1084.235509 4 8
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 710 0.8233524 1750.8859203 252.097885 2.7620708 2000-2009 –> 2010-2019 1.6927295 0.8693771 2509.798698 525.286462 5 11
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + silicate 710 0.8537233 1802.3223645 71.118452 2.9538655 2000-2009 –> 2010-2019 1.7190437 0.8653204 2558.503692 165.492689 6 11
Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 710 0.8679656 1827.8161850 357.456261 2.7756572 2000-2009 –> 2010-2019 1.7681212 0.9001556 2609.046685 1107.078258 7 14
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 710 0.8926109 1865.5742750 275.877673 2.9840381 2000-2009 –> 2010-2019 1.7927665 0.9001556 2644.804784 605.635141 8 16
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 710 0.9177794 1905.0591842 80.455522 3.1294292 2000-2009 –> 2010-2019 1.8180820 0.9003026 2684.385088 192.505713 9 18
Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + silicate 710 0.9285532 1921.6315346 104.083326 3.2060648 2000-2009 –> 2010-2019 1.8435685 0.9150153 2710.423953 276.226094 10 20
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + silicate 240 2.3126678 1095.5233318 943.372228 13.3186693 1982-1999 –> 2000-2009 4.2835252 1.9708574 2806.423183 1099.454528 1 2
Atlantic (28.15,28.2] 3 cstar_tref ~ temp + nitrate + silicate 240 2.3162785 1094.2721636 14.940157 12.1013009 1982-1999 –> 2000-2009 4.5448268 2.2285482 2902.706171 28.696725 3 8
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 240 2.3373284 1100.6146080 696.911024 12.0774632 1982-1999 –> 2000-2009 4.5586577 2.2213293 2908.420531 1145.790471 5 7
Atlantic (28.15,28.2] 3 cstar_tref ~ nitrate + silicate + phosphate_star 240 2.3151874 1094.0460076 142.876278 12.7099411 1982-1999 –> 2000-2009 4.5597862 2.2445988 2908.292911 273.223797 2 9
Atlantic (28.15,28.2] 3 cstar_tref ~ temp + silicate + phosphate_star 240 2.3501702 1101.2446107 25.979481 11.2392962 1982-1999 –> 2000-2009 4.5717420 2.2215718 2907.138947 49.980216 6 9
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + silicate + phosphate 240 2.3531232 1103.8473691 981.760036 12.4047167 1982-1999 –> 2000-2009 4.5962203 2.2430971 2919.552194 1692.536155 7 13
Atlantic (28.15,28.2] 3 cstar_tref ~ sal + temp + silicate 240 2.3337033 1097.8695601 47.857865 13.0721656 1982-1999 –> 2000-2009 4.6071402 2.2734370 2922.456920 105.848675 4 14
Atlantic (28.15,28.2] 3 cstar_tref ~ temp + silicate + phosphate 240 2.3533016 1101.8837435 14.830832 12.3056217 1982-1999 –> 2000-2009 4.6108907 2.2575892 2920.804936 28.068233 8 16
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 240 2.3972641 1112.7679960 874.042854 13.8812922 1982-1999 –> 2000-2009 4.6248604 2.2275963 2922.855943 1171.468820 12 16
Atlantic (28.15,28.2] 3 cstar_tref ~ silicate + phosphate + phosphate_star 240 2.3735441 1105.9949274 138.696938 13.0217650 1982-1999 –> 2000-2009 4.6539206 2.2803765 2933.051001 262.470622 10 21
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + silicate 484 1.8526107 1982.3972525 452.106551 15.2838578 2000-2009 –> 2010-2019 4.1652785 2.3126678 3077.920584 1395.478779 1 2
Atlantic (28.15,28.2] 3 cstar_tref ~ temp + nitrate + silicate 484 1.9979995 2053.5302582 26.897690 14.0660225 2000-2009 –> 2010-2019 4.3142780 2.3162785 3147.802422 41.837847 3 6
Atlantic (28.15,28.2] 3 cstar_tref ~ sal + temp + silicate 484 1.9815762 2045.5405487 102.064292 14.7585828 2000-2009 –> 2010-2019 4.3152795 2.3337033 3143.410109 149.922157 2 6
Atlantic (28.15,28.2] 3 cstar_tref ~ nitrate + silicate + phosphate_star 484 2.0008046 2054.8883298 231.248470 14.7305295 2000-2009 –> 2010-2019 4.3159921 2.3151874 3148.934337 374.124748 5 7
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 484 2.0007349 2056.8545771 655.162974 14.3283481 2000-2009 –> 2010-2019 4.3380633 2.3373284 3157.469185 1352.073998 4 9
Atlantic (28.15,28.2] 4 cstar_tref ~ temp + aou + silicate + phosphate 484 2.0129499 2062.7465001 982.031112 14.5624905 2000-2009 –> 2010-2019 4.3660731 2.3531232 3166.593869 1963.791148 7 14
Atlantic (28.15,28.2] 3 cstar_tref ~ temp + silicate + phosphate 484 2.0146164 2061.5475913 26.196198 14.2311055 2000-2009 –> 2010-2019 4.3679180 2.3533016 3163.431335 41.027030 8 16
Atlantic (28.15,28.2] 3 cstar_tref ~ temp + silicate + phosphate_star 484 2.0410883 2074.1841707 52.205978 12.7641309 2000-2009 –> 2010-2019 4.3912584 2.3501702 3175.428781 78.185459 13 19
Atlantic (28.15,28.2] 3 cstar_tref ~ silicate + phosphate + phosphate_star 484 2.0249513 2066.5006705 215.608133 14.9453816 2000-2009 –> 2010-2019 4.3984953 2.3735441 3172.495598 354.305071 9 19
Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 484 2.0039678 2058.4174726 762.865778 17.4748878 2000-2009 –> 2010-2019 4.4012319 2.3972641 3171.185469 1636.908632 6 18
Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 153 1.9537832 653.1440814 436.669872 8.9370466 1982-1999 –> 2000-2009 3.4000571 1.4462739 2029.546008 893.221862 1 4
Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 153 1.9552002 653.3659178 489.869238 8.9647007 1982-1999 –> 2000-2009 3.4000933 1.4448932 2029.040057 770.393420 2 3
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 153 1.9622863 652.4729307 455.003549 9.5371498 1982-1999 –> 2000-2009 3.4133176 1.4510313 2029.377295 577.623404 4 9
Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 153 1.9578296 653.7771603 440.560209 9.0293507 1982-1999 –> 2000-2009 3.4176191 1.4597895 2037.267013 825.985832 3 10
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate_star 153 1.9795153 655.1479041 314.964605 8.5864553 1982-1999 –> 2000-2009 3.4244246 1.4449093 2028.830564 539.813616 8 10
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate 153 1.9781121 654.9309128 379.107890 8.5622476 1982-1999 –> 2000-2009 3.4244453 1.4463333 2029.364126 748.618203 7 11
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + silicate + phosphate 153 1.9760572 654.6128753 426.604534 10.0325421 1982-1999 –> 2000-2009 3.4382450 1.4621878 2037.353621 533.394057 5 14
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 153 1.9808244 655.3502044 374.706771 8.6422937 1982-1999 –> 2000-2009 3.4419633 1.4611389 2037.544093 702.844336 9 17
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + silicate 153 1.9770647 654.7688465 427.726672 10.0330536 1982-1999 –> 2000-2009 3.4419962 1.4649315 2038.938078 539.793544 6 17
Atlantic (28.2, Inf] 3 cstar_tref ~ sal + temp + phosphate_star 153 2.0177728 659.0054492 135.685863 9.8727557 1982-1999 –> 2000-2009 3.4691418 1.4513690 2034.087138 205.357968 11 17
Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 348 1.9691866 1473.2051356 454.385207 10.9318460 2000-2009 –> 2010-2019 3.9229698 1.9537832 2126.349217 891.055080 1 2
Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 348 1.9713479 1473.9686210 386.336152 10.9585345 2000-2009 –> 2010-2019 3.9265481 1.9552002 2127.334539 876.205389 2 4
Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 348 1.9724417 1474.3546763 378.429742 11.1998947 2000-2009 –> 2010-2019 3.9302713 1.9578296 2128.131837 818.989952 3 6
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate 348 1.9773461 1474.0831194 444.748162 10.9253220 2000-2009 –> 2010-2019 3.9554582 1.9781121 2129.014032 823.856052 4 11
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + nitrate 348 1.9775780 1474.1647262 376.054442 11.1565116 2000-2009 –> 2010-2019 3.9584024 1.9808244 2129.514931 750.761213 5 14
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + phosphate_star 348 1.9799489 1474.9986652 296.836102 10.9592856 2000-2009 –> 2010-2019 3.9594642 1.9795153 2130.146569 611.800707 6 14
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 348 2.0560164 1501.2373665 281.177150 12.9335450 2000-2009 –> 2010-2019 4.0183027 1.9622863 2153.710297 736.180699 11 15
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + silicate + phosphate 348 2.0538951 1500.5189097 286.446247 12.9765321 2000-2009 –> 2010-2019 4.0299523 1.9760572 2155.131785 713.050781 9 14
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + silicate 348 2.0545653 1500.7459604 285.394421 12.9746389 2000-2009 –> 2010-2019 4.0316299 1.9770647 2155.514807 713.121093 10 16
Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + silicate 348 2.0458162 1497.7758136 303.244000 12.8606155 2000-2009 –> 2010-2019 4.0459174 2.0001012 2156.089521 723.209650 7 17
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 576 2.7132660 2798.4895352 460.569239 9.6145563 1982-1999 –> 2000-2009 6.1706664 3.4574004 6652.743302 518.907824 15 16
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 576 2.6130885 2755.1510246 851.616025 9.6174221 1982-1999 –> 2000-2009 6.3299001 3.7168116 6713.877062 984.276556 1 7
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 576 2.6272005 2761.3557036 147.402037 9.6266330 1982-1999 –> 2000-2009 6.3362921 3.7090915 6717.079339 171.522349 3 8
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 576 2.6289835 2762.1372564 205.226979 9.6288033 1982-1999 –> 2000-2009 6.3375357 3.7085521 6717.650882 235.076167 5 9
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 576 2.6419605 2767.8096917 138.892960 9.1714480 1982-1999 –> 2000-2009 6.3480883 3.7061278 6722.379047 217.323328 7 10
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 576 2.6454900 2769.3476407 211.368101 9.1363687 1982-1999 –> 2000-2009 6.3493640 3.7038741 6723.038617 322.840754 9 11
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 576 2.6280733 2761.7383300 819.040567 9.1574629 1982-1999 –> 2000-2009 6.3503345 3.7222612 6722.580002 939.442517 4 11
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 576 2.6303051 2760.7162011 812.093926 8.9836795 1982-1999 –> 2000-2009 6.3739803 3.7436753 6727.841374 890.477763 6 16
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 576 2.6453919 2767.3049451 138.416177 8.9509242 1982-1999 –> 2000-2009 6.3765261 3.7311342 6729.584697 152.506830 8 17
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 576 2.6482138 2768.5331587 201.424624 8.9337713 1982-1999 –> 2000-2009 6.3786610 3.7304472 6730.546996 227.829617 10 18
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 295 2.6097031 1417.1232517 39.221869 8.1456250 2000-2009 –> 2010-2019 5.2386867 2.6289835 4179.260508 244.448849 2 7
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 295 2.6127660 1417.8153061 30.209349 8.1383895 2000-2009 –> 2010-2019 5.2399666 2.6272005 4179.171010 177.611386 3 6
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 295 2.6095756 1417.0944182 93.684034 7.9526938 2000-2009 –> 2010-2019 5.2550656 2.6454900 4186.442059 305.052135 1 10
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 295 2.6139576 1418.0843254 61.093167 7.9642741 2000-2009 –> 2010-2019 5.2559182 2.6419605 4185.894017 199.986127 4 11
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 295 2.6472868 1425.5595497 38.806427 8.0769076 2000-2009 –> 2010-2019 5.2603951 2.6131082 4180.719283 223.622797 7 9
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 295 2.6142095 1416.1411692 35.104245 8.0550192 2000-2009 –> 2010-2019 5.2624233 2.6482138 4184.674328 236.528869 5 15
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 295 2.6171281 1416.7995083 20.743346 8.0488706 2000-2009 –> 2010-2019 5.2625201 2.6453919 4184.104453 159.159523 6 14
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 295 2.6749812 1431.6997322 167.587793 8.1527642 2000-2009 –> 2010-2019 5.2880697 2.6130885 4186.850757 1019.203818 9 10
Indian (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 295 2.6847546 1433.8514461 144.616735 7.9757958 2000-2009 –> 2010-2019 5.3128279 2.6280733 4195.589776 963.657301 10 14
Indian (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 295 2.6853454 1431.9812571 116.762783 8.0129821 2000-2009 –> 2010-2019 5.3156505 2.6303051 4192.697458 928.856708 11 17
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 735 2.8440374 3636.3198845 753.332259 9.8040086 1982-1999 –> 2000-2009 5.0464416 2.2024042 8584.082351 846.090510 1 2
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 735 2.8476499 3638.1858845 83.789182 9.8165470 1982-1999 –> 2000-2009 5.0710516 2.2234017 8607.146213 108.443752 2 4
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 735 2.8483795 3638.5624747 127.695901 9.8136541 1982-1999 –> 2000-2009 5.0763002 2.2279207 8612.058743 173.149097 4 7
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 735 2.8500308 3639.4144497 804.736652 10.2964554 1982-1999 –> 2000-2009 5.3280945 2.4780637 8850.627850 1011.842893 5 9
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 735 2.8534946 3641.1999210 90.278339 10.3243201 1982-1999 –> 2000-2009 5.3555522 2.5020576 8873.940038 112.723887 7 13
Indian (26,26.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 735 2.8529233 3640.9056063 112.603867 10.3192427 1982-1999 –> 2000-2009 5.3561690 2.5032456 8874.706208 137.808805 6 13
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 735 2.9526008 3689.3886518 715.531881 9.4718360 1982-1999 –> 2000-2009 5.4426828 2.4900820 8909.410477 797.523579 17 22
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 735 2.8481526 3638.4453612 95.876550 10.0877164 1982-1999 –> 2000-2009 5.4436575 2.5955049 8953.100972 121.515760 3 13
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 735 2.9588101 3692.4768124 78.643619 9.6098597 1982-1999 –> 2000-2009 5.4719591 2.5131490 8933.098175 87.520486 20 28
Indian (26,26.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 735 2.9578558 3692.0026393 104.283783 9.6085613 1982-1999 –> 2000-2009 5.4723710 2.5145152 8933.838070 119.531659 19 28
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 400 2.2379112 1793.5851628 145.778359 8.2167838 2000-2009 –> 2010-2019 5.0819486 2.8440374 5429.905047 899.110617 1 2
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 400 2.2492730 1797.6364606 26.030466 8.1381200 2000-2009 –> 2010-2019 5.0969228 2.8476499 5435.822345 109.819648 2 4
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 400 2.2507774 1798.1713529 47.789636 8.1273276 2000-2009 –> 2010-2019 5.0991568 2.8483795 5436.733828 175.485537 3 7
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 400 2.4101593 1852.9050929 295.791821 8.2582565 2000-2009 –> 2010-2019 5.2601901 2.8500308 5492.319543 1100.528472 4 9
Indian (26,26.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 400 2.4283086 1858.9067920 37.466226 8.1812661 2000-2009 –> 2010-2019 5.2812319 2.8529233 5499.812398 150.070093 6 12
Indian (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 400 2.4280630 1858.8258861 32.114434 8.1846023 2000-2009 –> 2010-2019 5.2815576 2.8534946 5500.025807 122.392773 5 12
Indian (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 400 2.4406918 1862.9760600 36.933255 7.8201499 2000-2009 –> 2010-2019 5.2888444 2.8481526 5501.421421 132.809805 8 11
Indian (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 400 2.4858436 1875.6404863 8.095437 7.4516076 2000-2009 –> 2010-2019 5.3669726 2.8811290 5529.008026 56.075625 12 20
Indian (26,26.5] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 400 2.4418912 1861.3690966 28.272569 7.9047017 2000-2009 –> 2010-2019 5.3902654 2.9483742 5548.651953 80.448823 9 25
Indian (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate 400 2.4402329 1860.8256110 115.419983 8.1093190 2000-2009 –> 2010-2019 5.3928337 2.9526008 5550.214263 830.951864 7 24
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 691 2.5054956 3244.3214887 571.140551 8.8676725 1982-1999 –> 2000-2009 4.7134544 2.2079588 7516.720984 827.847457 2 3
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 691 2.5062504 3244.7377267 352.873789 8.9188739 1982-1999 –> 2000-2009 4.7167543 2.2105039 7519.356042 389.527315 3 5
Indian (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 691 2.5102746 3246.9550126 548.812387 8.9753207 1982-1999 –> 2000-2009 4.7220185 2.2117439 7522.653402 606.742998 4 7
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 691 2.6809872 3337.8808652 49.599852 5.9481715 1982-1999 –> 2000-2009 5.0429485 2.3619613 7740.138686 83.254515 8 12
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 691 2.6810740 3337.9255661 35.932121 5.9514374 1982-1999 –> 2000-2009 5.0435466 2.3624726 7740.600326 57.116703 9 14
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 691 2.6797574 3337.2467663 510.500439 5.9509764 1982-1999 –> 2000-2009 5.0481190 2.3683616 7744.716520 678.291725 7 15
Indian (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 691 2.7077785 3351.6227273 619.289833 7.5223388 1982-1999 –> 2000-2009 5.1533605 2.4455820 7820.887668 856.895461 13 23
Indian (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 691 2.8613657 3425.8683172 39.208819 7.2045702 1982-1999 –> 2000-2009 5.2284347 2.3670689 7830.286567 72.506765 43 49
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 691 2.8615020 3425.9341269 24.543161 7.2059951 1982-1999 –> 2000-2009 5.2291594 2.3676574 7830.831114 45.498386 44 51
Indian (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 691 2.8671097 3428.6397982 254.263353 7.2447097 1982-1999 –> 2000-2009 5.2411962 2.3740865 7838.759545 418.042571 48 57
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 383 2.6048020 1834.2421343 345.451073 7.9496776 2000-2009 –> 2010-2019 5.1102977 2.5054956 5078.563623 916.591624 3 5
Indian (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 383 2.6045936 1834.1808459 49.968521 7.9772776 2000-2009 –> 2010-2019 5.1108440 2.5062504 5078.918572 402.842310 1 4
Indian (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 383 2.6046418 1834.1950178 78.780664 7.9812950 2000-2009 –> 2010-2019 5.1149164 2.5102746 5081.150030 627.593052 2 6
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 383 2.6573131 1849.5305988 24.966060 8.3434643 2000-2009 –> 2010-2019 5.3189681 2.6616549 5177.409903 64.394555 4 10
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 383 2.6963600 1860.7044079 279.799915 8.2764061 2000-2009 –> 2010-2019 5.3761175 2.6797574 5197.951174 790.300355 6 13
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 383 2.6968014 1860.8297790 47.039374 8.3207585 2000-2009 –> 2010-2019 5.3777886 2.6809872 5198.710644 96.639226 8 16
Indian (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 383 2.6967885 1860.8261067 29.651668 8.3198638 2000-2009 –> 2010-2019 5.3778624 2.6810740 5198.751673 65.583789 7 16
Indian (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 383 2.6997182 1859.6578270 11.071853 8.3823434 2000-2009 –> 2010-2019 5.3847977 2.6850795 5197.646569 37.401916 9 19
Indian (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 383 2.7418657 1873.5240912 278.611678 8.1882251 2000-2009 –> 2010-2019 5.4496442 2.7077785 5225.146819 897.901511 14 27
Indian (26.5,26.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 383 2.6755610 1852.7727615 23.520754 8.4925791 2000-2009 –> 2010-2019 5.5292293 2.8536684 5274.918358 47.187635 5 45
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 568 3.0004920 2874.1240145 447.663961 9.8634510 1982-1999 –> 2000-2009 5.7450584 2.7445664 7327.534713 557.891890 1 2
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 568 3.0040254 2875.4610023 124.167464 9.9811477 1982-1999 –> 2000-2009 5.7629659 2.7589405 7338.420467 140.302591 4 6
Indian (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 568 3.0092506 2877.4352461 204.525431 10.0885190 1982-1999 –> 2000-2009 5.7738870 2.7646364 7344.164747 230.506568 7 10
Indian (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 568 3.0028313 2875.0093397 167.823951 10.7359056 1982-1999 –> 2000-2009 5.9563067 2.9534754 7462.521160 182.538439 2 6
Indian (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 568 3.0105742 2877.9347938 205.340291 11.1053802 1982-1999 –> 2000-2009 6.0056974 2.9951232 7491.043696 227.348864 9 14
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 568 3.0771005 2902.7642615 688.660702 11.7239985 1982-1999 –> 2000-2009 6.1281380 3.0510376 7549.684474 789.488514 21 27
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 568 3.0754159 2902.1421652 56.040327 11.7798385 1982-1999 –> 2000-2009 6.1371599 3.0617441 7555.465847 73.115278 20 27
Indian (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 568 3.0741886 2901.6887601 81.800354 11.7907603 1982-1999 –> 2000-2009 6.1375309 3.0633423 7555.966423 99.895711 19 27
Indian (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 568 3.0836779 2903.1899291 638.762137 11.0503083 1982-1999 –> 2000-2009 6.1755615 3.0918836 7572.420265 711.299599 23 32
Indian (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 568 3.0030143 2873.0785939 253.703259 10.3632414 1982-1999 –> 2000-2009 6.2520134 3.2489990 7632.916472 295.735141 3 18
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 298 2.2478688 1342.4369793 157.675873 6.7824604 2000-2009 –> 2010-2019 5.2483608 3.0004920 4216.560994 605.339834 1 2
Indian (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 298 2.2638240 1346.6523905 25.904228 6.8281067 2000-2009 –> 2010-2019 5.2678494 3.0040254 4222.113393 150.071692 2 6
Indian (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 298 2.2665074 1347.3584473 40.527121 6.8313159 2000-2009 –> 2010-2019 5.2757581 3.0092506 4224.793693 245.052552 3 10
Indian (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 298 2.3764671 1375.5938876 21.796309 7.5423793 2000-2009 –> 2010-2019 5.3792984 3.0028313 4250.603227 189.620261 5 7
Indian (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 298 2.3889021 1378.7043655 31.711825 7.6572265 2000-2009 –> 2010-2019 5.3994763 3.0105742 4256.639159 237.052116 7 16
Indian (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 298 2.3678383 1373.4259258 14.163931 6.9518555 2000-2009 –> 2010-2019 5.4083065 3.0404681 4262.585148 54.876071 4 18
Indian (26.75,27] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 298 2.4248922 1385.6164641 6.149177 7.8461541 2000-2009 –> 2010-2019 5.4746424 3.0497502 4276.238438 39.582350 8 25
Indian (26.75,27] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 298 2.3835651 1375.3713573 9.051024 6.4700299 2000-2009 –> 2010-2019 5.5325034 3.1489383 4302.351758 39.210533 6 41
Indian (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 298 2.5541575 1416.5699309 66.443487 6.8088461 2000-2009 –> 2010-2019 5.5571719 3.0030143 4289.648525 320.146746 18 21
Indian (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 298 2.5023561 1406.3580731 155.420168 6.6300048 2000-2009 –> 2010-2019 5.5794566 3.0771005 4309.122335 844.080870 9 30
Indian (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 489 2.3231501 2226.1016286 302.362789 8.0887250 1982-1999 –> 2000-2009 4.1555615 1.8324113 6382.374520 355.521440 1 2
Indian (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 489 2.3353325 2231.2167849 96.891467 8.1489581 1982-1999 –> 2000-2009 4.1772891 1.8419565 6398.119814 109.456918 2 4
Indian (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 489 2.3470178 2236.0981856 158.575193 8.1454683 1982-1999 –> 2000-2009 4.1956728 1.8486550 6410.428200 176.745094 3 6
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 489 2.4886539 2293.4055355 333.534262 7.7456023 1982-1999 –> 2000-2009 4.5261264 2.0374725 6666.712595 372.671834 4 8
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 489 2.5834201 2329.9554977 338.320018 8.9954800 1982-1999 –> 2000-2009 4.7261189 2.1426989 6806.291150 385.972817 6 11
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 489 2.5903069 2332.5591600 31.175151 8.9832072 1982-1999 –> 2000-2009 4.7395395 2.1492326 6815.124228 42.355671 7 13
Indian (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 489 2.5933454 2333.7057249 54.532055 8.9742092 1982-1999 –> 2000-2009 4.7448464 2.1515010 6818.429042 66.366642 8 15
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 489 2.6097218 2339.8621592 39.231710 7.4280927 1982-1999 –> 2000-2009 4.7761232 2.1664014 6838.706418 50.505300 10 18
Indian (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 489 2.5943994 2332.1031018 291.312082 8.9019714 1982-1999 –> 2000-2009 4.7989600 2.2045606 6864.672067 328.955412 9 19
Indian (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 489 2.6113261 2338.4631930 116.542237 7.9885857 1982-1999 –> 2000-2009 4.8100985 2.1987724 6865.653197 164.156138 11 20
Indian (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 402 1.8304388 1640.8893827 85.228981 7.9649456 2000-2009 –> 2010-2019 4.1535889 2.3231501 3866.991011 387.591770 1 2
Indian (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 402 1.8349795 1642.8813834 16.733722 8.0552364 2000-2009 –> 2010-2019 4.1703121 2.3353325 3874.098168 113.625189 2 4
Indian (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 402 1.8371206 1643.8189222 21.990192 8.0919376 2000-2009 –> 2010-2019 4.1841384 2.3470178 3879.917108 180.565385 3 6
Indian (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 402 2.1887677 1784.6308739 61.016239 7.2218907 2000-2009 –> 2010-2019 4.6774216 2.4886539 4078.036409 394.550501 4 8
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 402 2.2052052 1790.6463230 73.010447 7.4146433 2000-2009 –> 2010-2019 4.7886253 2.5834201 4120.601821 411.330464 5 11
Indian (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 402 2.2054396 1790.7317574 7.012191 7.4810027 2000-2009 –> 2010-2019 4.7957464 2.5903069 4123.290918 38.187342 6 13
Indian (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 402 2.2055084 1790.7568422 8.009041 7.4916664 2000-2009 –> 2010-2019 4.7988538 2.5933454 4124.462567 62.541096 7 15
Indian (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 402 2.2880306 1818.2904876 67.225232 7.9219165 2000-2009 –> 2010-2019 4.8993567 2.6113261 4156.753681 183.767469 8 19
Indian (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 402 2.2941298 1820.4308726 5.262628 8.0100673 2000-2009 –> 2010-2019 4.9117266 2.6175968 4161.239752 19.448107 9 21
Indian (27,27.25] 4 cstar_tref ~ sal + aou + nitrate + phosphate 402 2.3183674 1828.8806092 58.903968 7.1078597 2000-2009 –> 2010-2019 4.9127667 2.5943994 4160.983711 350.216050 11 20
Indian (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 936 2.1831192 4131.8257116 244.899189 4.9825217 1982-1999 –> 2000-2009 3.9788933 1.7957741 10319.299795 264.805515 4 5
Indian (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 936 2.1826355 4131.4108757 178.157336 4.9502271 1982-1999 –> 2000-2009 3.9793352 1.7966997 10320.472178 195.517836 3 5
Indian (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 936 2.1820798 4130.9341712 467.552761 4.9001341 1982-1999 –> 2000-2009 3.9800075 1.7979278 10322.099936 548.332659 2 5
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 936 2.1899976 4137.7145821 116.917320 5.0119885 1982-1999 –> 2000-2009 4.0228619 1.8328643 10388.155407 133.182824 9 13
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 936 2.1890344 4136.8910428 85.137710 5.0131088 1982-1999 –> 2000-2009 4.0232271 1.8341927 10389.563445 99.109554 8 13
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 936 2.1872381 4135.3543005 528.564276 5.0276384 1982-1999 –> 2000-2009 4.0236731 1.8364350 10391.789598 609.503378 6 12
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 936 2.1739378 4123.9361564 287.007729 5.1389828 1982-1999 –> 2000-2009 4.0387970 1.8648592 10427.678376 348.073284 1 8
Indian (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 936 2.1879472 4133.9610531 255.079042 4.9352226 1982-1999 –> 2000-2009 4.0647260 1.8767789 10455.327095 310.386009 7 15
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 936 2.1953852 4142.3141984 31.965842 5.4852562 1982-1999 –> 2000-2009 4.1477666 1.9523815 10587.318537 50.086226 14 23
Indian (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 936 2.1984439 4142.9205644 21.517049 5.4137358 1982-1999 –> 2000-2009 4.1592205 1.9607766 10599.140315 29.741549 17 27
Indian (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 566 1.8254700 2301.5184770 35.991580 7.9791725 2000-2009 –> 2010-2019 4.0085893 2.1831192 6433.344189 280.890768 1 5
Indian (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 566 1.8264404 2302.1200286 34.226471 7.9509319 2000-2009 –> 2010-2019 4.0090759 2.1826355 6433.530904 212.383807 2 5
Indian (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 566 1.8277145 2302.9094198 144.071878 7.9235717 2000-2009 –> 2010-2019 4.0097942 2.1820798 6433.843591 611.624639 3 5
Indian (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 566 1.9097863 2352.6326436 104.055805 6.9907996 2000-2009 –> 2010-2019 4.0837241 2.1739378 6476.568800 391.063535 6 7
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 566 1.9045378 2349.5173530 22.948484 7.2287079 2000-2009 –> 2010-2019 4.0945354 2.1899976 6487.231935 139.865804 4 13
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 566 1.9078223 2351.4679136 21.784894 7.2145808 2000-2009 –> 2010-2019 4.0968567 2.1890344 6488.358957 106.922604 5 13
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 566 1.9141476 2355.2147666 151.649387 7.1979222 2000-2009 –> 2010-2019 4.1013857 2.1872381 6490.569067 680.213663 7 13
Indian (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 566 1.9562960 2377.8702840 97.704378 6.9930941 2000-2009 –> 2010-2019 4.1442432 2.1879472 6511.831337 352.783420 8 15
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 566 1.9995694 2404.6372880 17.015510 8.2698236 2000-2009 –> 2010-2019 4.1980677 2.1984982 6549.604104 60.807332 9 27
Indian (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 566 2.0022974 2406.1805941 49.796952 8.2443730 2000-2009 –> 2010-2019 4.1981742 2.1958769 6548.913994 197.164737 11 26
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 955 1.5949225 3615.8085789 507.871522 7.2549857 1982-1999 –> 2000-2009 3.0034043 1.4084819 7832.630626 598.364872 8 9
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 955 1.5945942 3615.4154155 442.778292 7.2526466 1982-1999 –> 2000-2009 3.0067203 1.4121261 7838.402933 525.924863 6 8
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 955 1.5856564 3604.6796711 47.800676 7.0272028 1982-1999 –> 2000-2009 3.0360117 1.4503553 7891.402273 63.674936 3 7
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 955 1.5818908 3600.1383836 376.551339 7.0527013 1982-1999 –> 2000-2009 3.0381818 1.4562910 7896.605897 494.784100 1 7
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 955 1.5849123 3603.7831185 47.474962 7.0297068 1982-1999 –> 2000-2009 3.0384442 1.4535319 7895.725837 63.299574 2 7
Indian (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 955 1.5980363 3619.5339208 277.868221 7.2861033 1982-1999 –> 2000-2009 3.0572489 1.4592126 7920.783400 366.814954 15 22
Indian (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 955 1.5949784 3615.8755507 712.179341 7.2994526 1982-1999 –> 2000-2009 3.0594090 1.4644307 7925.642052 1071.469631 9 21
Indian (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 955 1.5977987 3619.2499215 247.027296 7.2783710 1982-1999 –> 2000-2009 3.0601167 1.4623180 7925.571711 328.873426 13 23
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 955 1.6043033 3625.0097094 6.379220 6.9150645 1982-1999 –> 2000-2009 3.0642339 1.4599306 7925.432978 10.309050 25 33
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 955 1.6040053 3624.6548541 5.135163 6.9154581 1982-1999 –> 2000-2009 3.0664871 1.4624818 7929.243981 9.060903 24 35
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 558 1.5117879 2058.7704126 165.540245 5.9119958 2000-2009 –> 2010-2019 3.0936787 1.5818908 5658.908796 542.091584 3 4
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 558 1.5108167 2058.0532388 15.546395 5.9038850 2000-2009 –> 2010-2019 3.0957290 1.5849123 5661.836357 63.021357 2 4
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 558 1.5100894 2057.5158444 16.263969 5.9011941 2000-2009 –> 2010-2019 3.0957458 1.5856564 5662.195515 64.064645 1 4
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 558 1.5202079 2064.9687330 157.986998 5.9575999 2000-2009 –> 2010-2019 3.1151303 1.5949225 5680.777312 665.858520 5 13
Indian (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 558 1.5215689 2065.9674768 148.628541 5.9549861 2000-2009 –> 2010-2019 3.1161631 1.5945942 5681.382892 591.406833 6 12
Indian (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 558 1.5457876 2083.5908358 38.356903 5.5731132 2000-2009 –> 2010-2019 3.1319209 1.5861333 5688.844864 101.264666 8 12
Indian (27.5,27.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 558 1.5529370 2088.7405186 606.427733 6.4743120 2000-2009 –> 2010-2019 3.1479153 1.5949784 5704.616069 1318.607074 12 21
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate 558 1.5467197 2082.2635760 155.098026 5.6840512 2000-2009 –> 2010-2019 3.1500416 1.6033220 5706.104581 461.207758 11 33
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 558 1.5462986 2081.9596881 2.887122 5.6759761 2000-2009 –> 2010-2019 3.1503038 1.6040053 5706.614542 8.022286 10 34
Indian (27.5,27.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 558 1.5461118 2081.8248866 2.890572 5.6719478 2000-2009 –> 2010-2019 3.1504151 1.6043033 5706.834596 9.269792 9 34
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 412 1.1732123 1314.8356624 65.781147 2.9104453 1982-1999 –> 2000-2009 2.2207640 1.0475517 3210.401878 81.122011 4 5
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 412 1.1736444 1315.1391118 65.862908 2.9082234 1982-1999 –> 2000-2009 2.2214291 1.0477847 3210.990898 81.210651 6 8
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 412 1.1716254 1313.7203826 77.895229 3.4242976 1982-1999 –> 2000-2009 2.2404324 1.0688070 3235.078771 93.695576 2 5
Indian (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 412 1.1839866 1322.3684336 506.791747 3.6072914 1982-1999 –> 2000-2009 2.2578631 1.0738765 3249.802604 626.250072 13 18
Indian (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 412 1.1903020 1326.7519877 801.745383 3.5376788 1982-1999 –> 2000-2009 2.2635814 1.0732794 3253.472030 973.659961 16 20
Indian (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 412 1.2157471 1342.1810190 66.054443 2.7216645 1982-1999 –> 2000-2009 2.2896313 1.0738842 3267.624401 79.591905 27 33
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 412 1.1732375 1312.8533827 15.866888 2.9123994 1982-1999 –> 2000-2009 2.2977731 1.1245356 3297.473772 23.604016 5 12
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 412 1.1736717 1313.1582914 18.341908 2.9102620 1982-1999 –> 2000-2009 2.2982476 1.1245759 3297.824669 26.477592 7 15
Indian (27.75,27.85] 4 cstar_tref ~ temp + aou + silicate + phosphate 412 1.1784787 1316.5262509 985.188331 2.7838733 1982-1999 –> 2000-2009 2.3062775 1.1277988 3304.867090 1423.468290 9 20
Indian (27.75,27.85] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 412 1.1702952 1310.7843495 618.817467 3.3649258 1982-1999 –> 2000-2009 2.3095312 1.1392360 3312.080894 894.230381 1 19
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 245 0.7481245 567.0887905 19.787405 2.2908303 2000-2009 –> 2010-2019 1.9197499 1.1716254 1880.809173 97.682634 1 3
Indian (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 245 0.7488697 567.5766382 161.597423 2.2842568 2000-2009 –> 2010-2019 1.9328563 1.1839866 1889.945072 668.389170 2 15
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 245 0.7655265 578.3560442 19.689190 2.2497547 2000-2009 –> 2010-2019 1.9387387 1.1732123 1893.191707 85.470337 5 9
Indian (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 245 0.7490665 567.7053990 231.769061 2.2810747 2000-2009 –> 2010-2019 1.9393685 1.1903020 1894.457387 1033.514445 3 19
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 245 0.7659594 578.6331154 19.691844 2.2500118 2000-2009 –> 2010-2019 1.9396039 1.1736444 1893.772227 85.554751 6 12
Indian (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 245 0.7494293 565.9426573 18.122223 2.2697719 2000-2009 –> 2010-2019 1.9651764 1.2157471 1908.123676 84.176666 4 31
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 245 0.8047873 600.8630534 6.009992 2.6173966 2000-2009 –> 2010-2019 1.9809954 1.1762080 1915.800098 20.194043 10 18
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + phosphate_star 245 0.8255758 613.3595419 6.863702 2.5689082 2000-2009 –> 2010-2019 1.9988133 1.1732375 1926.212925 22.730590 13 18
Indian (27.75,27.85] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 245 0.8259899 613.6052350 7.167704 2.5655384 2000-2009 –> 2010-2019 1.9996616 1.1736717 1926.763526 25.509612 14 21
Indian (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 245 0.7909072 594.3383160 300.842938 2.4531924 2000-2009 –> 2010-2019 2.0032971 1.2123899 1936.240728 909.171534 7 32
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 603 0.8018498 1458.9140569 82.432337 2.4597901 1982-1999 –> 2000-2009 1.4705846 0.6687348 3510.121945 102.907004 1 2
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 603 0.8019677 1459.0914458 98.652146 2.4606624 1982-1999 –> 2000-2009 1.4709688 0.6690011 3511.097283 118.986030 2 4
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 603 0.8066232 1464.0721006 36.251253 2.2379067 1982-1999 –> 2000-2009 1.4765378 0.6699146 3516.812571 46.970715 4 7
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 603 0.8067229 1464.2211273 42.954811 2.2390424 1982-1999 –> 2000-2009 1.4768979 0.6701750 3517.740287 55.773007 5 10
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 603 0.8024168 1459.7666212 113.790998 2.3692935 1982-1999 –> 2000-2009 1.4875599 0.6851431 3559.551758 135.593147 3 10
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + silicate 603 0.8192720 1482.8369096 67.050480 2.8902961 1982-1999 –> 2000-2009 1.4894379 0.6701658 3536.328686 78.001588 7 11
Indian (27.85,27.95] 3 cstar_tref ~ sal + temp + aou 603 0.8240625 1487.8680860 1.106348 2.6671049 1982-1999 –> 2000-2009 1.5011665 0.6771040 3560.000350 2.982375 8 14
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + silicate 603 0.8247020 1490.8036075 86.603621 2.8513948 1982-1999 –> 2000-2009 1.5100582 0.6853563 3589.212220 98.653487 9 17
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 603 0.8171614 1479.7260111 37.634685 2.0258186 1982-1999 –> 2000-2009 1.5100805 0.6929191 3600.127390 48.724686 6 16
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + silicate + phosphate 603 0.8387742 1511.2085371 65.759104 2.9891018 1982-1999 –> 2000-2009 1.5291701 0.6903959 3624.299232 78.775014 20 29
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 388 0.4236065 448.5508618 24.491432 1.7641840 2000-2009 –> 2010-2019 1.2254563 0.8018498 1907.464919 106.923769 1 2
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 388 0.4241320 449.5128575 24.581449 1.7623156 2000-2009 –> 2010-2019 1.2260997 0.8019677 1908.604303 123.233596 2 4
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate_star 388 0.4264364 451.7177322 18.606935 1.6897816 2000-2009 –> 2010-2019 1.2330596 0.8066232 1915.789833 54.858188 3 7
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 388 0.4269069 452.5734639 21.821186 1.6885156 2000-2009 –> 2010-2019 1.2336298 0.8067229 1916.794591 64.775997 4 9
Indian (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 388 0.4450383 486.8505906 26.678952 1.9203945 2000-2009 –> 2010-2019 1.2474551 0.8024168 1946.617212 140.469950 5 8
Indian (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 388 0.4451559 485.0557336 18.359220 1.9064770 2000-2009 –> 2010-2019 1.2623174 0.8171614 1964.781745 55.993906 6 12
Indian (27.85,27.95] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 388 0.4468588 488.0185920 23.511946 2.0108143 2000-2009 –> 2010-2019 1.2901741 0.8433153 2005.738705 112.829743 9 33
Indian (27.85,27.95] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 388 0.4453609 485.4129708 20.651791 1.9989807 2000-2009 –> 2010-2019 1.2905311 0.8451702 2005.782795 95.735701 7 32
Indian (27.85,27.95] 3 cstar_tref ~ temp + phosphate + phosphate_star 388 0.4476085 487.3192657 9.919076 2.0258756 2000-2009 –> 2010-2019 1.2949453 0.8473369 2008.776860 31.436838 10 38
Indian (27.85,27.95] 3 cstar_tref ~ temp + aou + phosphate_star 388 0.4460083 484.5401967 8.480820 2.0132513 2000-2009 –> 2010-2019 1.2949742 0.8489659 2008.314113 26.608328 8 38
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 916 0.5386710 1480.1282293 201.719135 1.8342370 1982-1999 –> 2000-2009 0.9886181 0.4499471 3490.296244 331.391845 1 2
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 916 0.5394511 1482.7792758 235.998213 1.8375885 1982-1999 –> 2000-2009 0.9901669 0.4507158 3498.440307 385.374732 3 5
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 916 0.5389950 1479.2296372 176.629723 1.8103524 1982-1999 –> 2000-2009 1.0280373 0.4890423 3755.518027 273.479702 2 9
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 916 0.5397457 1481.7792786 222.379868 1.8144874 1982-1999 –> 2000-2009 1.0296463 0.4899006 3763.710688 342.321043 4 12
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 916 0.5560083 1538.1625733 262.718769 1.7144262 1982-1999 –> 2000-2009 1.0340945 0.4780862 3743.537817 414.162609 11 16
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + silicate + phosphate 916 0.5425884 1491.4029088 34.356774 1.7590458 1982-1999 –> 2000-2009 1.0402288 0.4976403 3823.776736 46.481650 5 14
Indian (27.95,28.05] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 916 0.5749916 1597.6669023 30.102812 2.0242789 1982-1999 –> 2000-2009 1.0403586 0.4653670 3714.269911 51.247830 15 18
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + phosphate 916 0.5426028 1489.4514113 9.500234 1.7550098 1982-1999 –> 2000-2009 1.0522007 0.5095979 3896.234932 19.956582 6 16
Indian (27.95,28.05] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 916 0.5837251 1625.2836310 30.211129 2.0343367 1982-1999 –> 2000-2009 1.0588483 0.4751232 3808.653136 49.966763 17 21
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 916 0.5515983 1523.5740762 820.441936 1.6599758 1982-1999 –> 2000-2009 1.0756934 0.5240951 4024.626088 1293.513534 7 20
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 643 0.3809053 597.5021379 252.560917 1.8331231 2000-2009 –> 2010-2019 0.9195764 0.5386710 2077.630367 454.280052 1 2
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 643 0.3814588 599.3694893 286.145703 1.8370254 2000-2009 –> 2010-2019 0.9209100 0.5394511 2082.148765 522.143915 2 5
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + silicate + phosphate 643 0.3818268 598.6093654 11.609412 1.8223101 2000-2009 –> 2010-2019 0.9244152 0.5425884 2090.012274 45.966186 3 8
Indian (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 643 0.3857097 613.6210814 670.914120 1.7980954 2000-2009 –> 2010-2019 0.9373080 0.5515983 2137.195158 1491.356056 4 11
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + silicate 643 0.3881092 619.5964025 10.321000 1.7607122 2000-2009 –> 2010-2019 0.9427359 0.5546267 2151.201100 37.055070 5 14
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 643 0.3960986 645.8005544 419.196839 1.7910210 2000-2009 –> 2010-2019 0.9476970 0.5515984 2167.374887 1070.610528 6 14
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 643 0.4148882 705.4013931 181.640190 1.6407381 2000-2009 –> 2010-2019 0.9538832 0.5389950 2184.631030 358.269913 7 9
Indian (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 643 0.4154953 707.2817743 217.620860 1.6442277 2000-2009 –> 2010-2019 0.9552410 0.5397457 2189.061053 440.000729 9 13
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + phosphate 643 0.4218945 724.9368256 8.958716 1.6698476 2000-2009 –> 2010-2019 0.9644973 0.5426028 2214.388237 18.458951 10 16
Indian (27.95,28.05] 3 cstar_tref ~ sal + temp + aou 643 0.4151590 704.2403015 8.448914 1.6469769 2000-2009 –> 2010-2019 0.9705862 0.5554273 2236.487507 17.749897 8 18
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 413 0.5055413 622.6074531 139.879004 1.6730315 1982-1999 –> 2000-2009 0.8477376 0.3421964 1227.852396 224.895520 1 3
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 413 0.5056160 622.7295114 110.516134 1.6697766 1982-1999 –> 2000-2009 0.8478544 0.3422384 1228.184107 179.431284 2 6
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 413 0.5062070 621.6944869 977.763509 1.7302816 1982-1999 –> 2000-2009 0.8483152 0.3421082 1224.500015 1504.478827 3 4
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 413 0.5065576 622.2663768 131.106510 1.7263109 1982-1999 –> 2000-2009 0.8487647 0.3422071 1225.565130 190.747639 4 7
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 413 0.5066395 622.3999245 91.644467 1.7230489 1982-1999 –> 2000-2009 0.8488914 0.3422519 1225.921711 135.209132 5 10
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 413 0.5171944 641.4313341 151.343972 1.5937177 1982-1999 –> 2000-2009 0.8755214 0.3583270 1325.256656 240.167491 6 12
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 413 0.5204368 644.5934751 144.091977 1.5371583 1982-1999 –> 2000-2009 0.8793302 0.3588934 1329.113595 211.426799 7 14
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + silicate + phosphate 413 0.5302544 660.0302371 45.028019 2.4861761 1982-1999 –> 2000-2009 0.9020461 0.3717916 1404.785971 68.768433 8 16
Indian (28.05,28.1] 3 cstar_tref ~ sal + temp + phosphate 413 0.5354644 666.1063275 28.372891 2.7119952 1982-1999 –> 2000-2009 0.9199710 0.3845066 1466.230513 50.932584 10 21
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 413 0.5444286 683.8199150 670.096570 2.3047207 1982-1999 –> 2000-2009 0.9273040 0.3828755 1480.691391 1180.028763 11 20
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 403 0.2840435 143.2102751 140.881368 0.9943421 2000-2009 –> 2010-2019 0.7895847 0.5055413 765.817728 280.760372 2 3
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 403 0.2841298 143.4551003 117.932444 0.9951306 2000-2009 –> 2010-2019 0.7897457 0.5056160 766.184612 228.448578 3 5
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 403 0.2839846 141.0432320 845.488402 0.9979325 2000-2009 –> 2010-2019 0.7901916 0.5062070 762.737719 1823.251911 1 4
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 403 0.2841579 141.5348015 73.362682 0.9989796 2000-2009 –> 2010-2019 0.7907154 0.5065576 763.801178 204.469192 4 8
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 403 0.2842477 141.7895183 54.453973 0.9998396 2000-2009 –> 2010-2019 0.7908872 0.5066395 764.189443 146.098440 5 10
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 403 0.3040143 197.9758279 148.190429 1.0341795 2000-2009 –> 2010-2019 0.8212087 0.5171944 839.407162 299.534401 7 13
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + silicate + phosphate 403 0.2931325 166.5973166 25.233055 1.0182847 2000-2009 –> 2010-2019 0.8233870 0.5302544 826.627554 70.261074 6 14
Indian (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 403 0.3048588 198.2116739 90.343716 1.0230697 2000-2009 –> 2010-2019 0.8252955 0.5204368 842.805149 234.435694 9 16
Indian (28.05,28.1] 3 cstar_tref ~ sal + temp + phosphate 403 0.3040266 194.0085427 21.799013 1.1224931 2000-2009 –> 2010-2019 0.8394910 0.5354644 860.114870 50.171904 8 18
Indian (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 403 0.3084328 209.6058528 868.605210 1.0521420 2000-2009 –> 2010-2019 0.8528613 0.5444286 893.425768 1538.701779 10 21
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 675 0.7512587 1541.4600593 902.470635 6.1731421 1982-1999 –> 2000-2009 1.5107511 0.7594924 4783.645907 1448.598007 1 2
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 675 0.7602493 1559.5199727 34.950656 5.3605365 1982-1999 –> 2000-2009 1.5830919 0.8228427 5029.949861 61.029063 2 7
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 675 0.7752222 1585.8494995 203.825431 5.8048209 1982-1999 –> 2000-2009 1.5886083 0.8133861 5023.636527 517.869673 4 6
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 675 0.7759808 1587.1699494 30.637502 5.8132647 1982-1999 –> 2000-2009 1.5905951 0.8146142 5029.217650 49.547176 6 10
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 675 0.7761818 1587.5194595 34.046930 5.8207466 1982-1999 –> 2000-2009 1.5906669 0.8144851 5029.119500 58.668001 8 11
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 675 0.8085228 1640.6294240 25.923863 7.2376751 1982-1999 –> 2000-2009 1.6563553 0.8478324 5193.547810 41.578895 15 24
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate 675 0.8456026 1701.1642316 174.776004 8.8191820 1982-1999 –> 2000-2009 1.6850260 0.8394234 5225.933688 384.864449 25 31
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 675 0.8465851 1702.7318203 27.890004 8.8381138 1982-1999 –> 2000-2009 1.6873869 0.8408019 5232.134828 47.066873 26 33
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 675 0.8466244 1702.7945430 25.773457 8.8394784 1982-1999 –> 2000-2009 1.6875826 0.8409582 5232.722668 38.664191 27 35
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 675 0.8164355 1655.7771589 142.162171 5.8424513 1982-1999 –> 2000-2009 1.6942642 0.8778286 5308.881332 357.455689 16 27
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 506 0.4924955 733.1965416 41.289093 1.7623281 2000-2009 –> 2010-2019 1.2527447 0.7602493 2292.716514 76.239749 4 6
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 506 0.4915982 731.3510647 291.588623 1.7512492 2000-2009 –> 2010-2019 1.2668204 0.7752222 2317.200564 495.414054 1 5
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 506 0.4923300 732.8565123 41.270434 1.7594416 2000-2009 –> 2010-2019 1.2683109 0.7759808 2320.026462 71.907936 3 9
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 506 0.4923170 732.8296519 41.267721 1.7586421 2000-2009 –> 2010-2019 1.2684987 0.7761818 2320.349111 75.314651 2 10
Indian (28.1,28.2] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 506 0.5112549 769.0282586 29.176731 1.6331130 2000-2009 –> 2010-2019 1.2731297 0.7618747 2329.431527 52.184099 7 10
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 506 0.5256266 797.0835437 999.159218 1.6240334 2000-2009 –> 2010-2019 1.2768853 0.7512587 2338.543603 1901.629854 17 18
Indian (28.1,28.2] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 506 0.5115812 769.6738411 24.468931 1.6317761 2000-2009 –> 2010-2019 1.2876568 0.7760756 2355.008586 43.915151 9 16
Indian (28.1,28.2] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 506 0.5114186 769.3520963 28.318706 1.6318372 2000-2009 –> 2010-2019 1.2877180 0.7762994 2355.076238 50.488612 8 17
Indian (28.1,28.2] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 506 0.4933388 732.9280076 41.217177 1.8610350 2000-2009 –> 2010-2019 1.3018616 0.8085228 2373.557431 67.141039 5 20
Indian (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 506 0.5043485 757.2641344 222.915942 1.5492862 2000-2009 –> 2010-2019 1.3207840 0.8164355 2413.041293 365.078112 6 22
Indian (28.2,28.3] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 442 0.4688107 596.6619428 401.547191 2.4616827 1982-1999 –> 2000-2009 1.0468715 0.5780608 1296.643204 1362.468371 1 11
Indian (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate 442 0.5042111 661.0135328 544.260070 1.5432437 1982-1999 –> 2000-2009 1.0538398 0.5496287 1321.150235 1474.710890 2 11
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 442 0.5899398 801.8241738 54.218939 1.9144381 1982-1999 –> 2000-2009 1.0981072 0.5081674 1401.999497 90.374524 3 4
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 442 0.5903476 802.4349103 54.057307 1.9167208 1982-1999 –> 2000-2009 1.0986382 0.5082906 1402.801837 90.211396 4 6
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 442 0.5904588 802.6015352 125.328971 1.9178049 1982-1999 –> 2000-2009 1.0987642 0.5083054 1402.991443 212.231567 5 8
Indian (28.2,28.3] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 442 0.5920039 804.9117296 369.751882 1.9207307 1982-1999 –> 2000-2009 1.1006285 0.5086246 1405.797505 912.308020 6 10
Indian (28.2,28.3] 4 cstar_tref ~ sal + temp + silicate + phosphate 442 0.5945570 806.7159320 42.200539 1.9697758 1982-1999 –> 2000-2009 1.1046594 0.5101023 1407.893660 77.053567 7 12
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 442 0.6295710 859.3002110 85.710241 2.1710722 1982-1999 –> 2000-2009 1.1624964 0.5329253 1497.056231 155.909489 13 19
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 442 0.6365761 869.0818706 48.863281 2.1681768 1982-1999 –> 2000-2009 1.1727168 0.5361407 1511.590036 91.407714 17 24
Indian (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + silicate 442 0.6368253 867.4278773 45.283828 2.1782248 1982-1999 –> 2000-2009 1.1736278 0.5368025 1508.910584 85.037794 18 26
Indian (28.2,28.3] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 213 0.2959810 97.8299189 549.719501 0.9616792 2000-2009 –> 2010-2019 0.7647917 0.4688107 694.491862 951.266692 2 3
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 213 0.3376996 156.0028402 570.692086 1.1273103 2000-2009 –> 2010-2019 0.8333627 0.4956631 803.901330 1146.087851 3 5
Indian (28.2,28.3] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 213 0.2704872 59.4597694 988.042355 0.8481809 2000-2009 –> 2010-2019 0.8476399 0.5771527 839.912240 1394.941204 1 6
Indian (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate 213 0.3817595 206.2449484 479.565812 1.1754059 2000-2009 –> 2010-2019 0.8859706 0.5042111 867.258481 1023.825882 15 18
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 213 0.3454028 165.6110263 12.399871 1.1230192 2000-2009 –> 2010-2019 0.9353426 0.5899398 967.435200 66.618810 4 10
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 213 0.3454442 165.6620817 12.423083 1.1232402 2000-2009 –> 2010-2019 0.9357917 0.5903476 968.096992 66.480390 5 12
Indian (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 213 0.3454464 165.6648076 53.629870 1.1233286 2000-2009 –> 2010-2019 0.9359052 0.5904588 968.266343 178.958841 6 14
Indian (28.2,28.3] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 213 0.3456094 165.8657890 728.697402 1.1237432 2000-2009 –> 2010-2019 0.9376133 0.5920039 970.777519 1098.449284 8 17
Indian (28.2,28.3] 4 cstar_tref ~ sal + temp + silicate + phosphate 213 0.3455206 163.7562838 8.418156 1.1284911 2000-2009 –> 2010-2019 0.9400776 0.5945570 970.472216 50.618694 7 17
Indian (28.2,28.3] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 213 0.3824702 207.0372305 560.757731 1.1923671 2000-2009 –> 2010-2019 0.9427104 0.5602402 961.198489 1098.019262 17 21
Indian (28.3, Inf] 4 cstar_tref ~ temp + aou + nitrate + silicate 22 0.0088767 -133.4367966 51.398341 0.0181754 1982-1999 –> 2000-2009 0.0116384 0.0027616 -201.950838 332.352164 9 10
Indian (28.3, Inf] 4 cstar_tref ~ temp + aou + silicate + phosphate 22 0.0088540 -133.5495470 49.486528 0.0180563 1982-1999 –> 2000-2009 0.0135330 0.0046790 -192.572842 416.713204 8 11
Indian (28.3, Inf] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 22 0.0079850 -138.0952392 945.990195 0.0159660 1982-1999 –> 2000-2009 0.0135363 0.0055514 -194.041188 1428.966899 1 8
Indian (28.3, Inf] 4 cstar_tref ~ aou + silicate + phosphate + phosphate_star 22 0.0087845 -133.8963843 776.538123 0.0178871 1982-1999 –> 2000-2009 0.0135928 0.0048083 -192.429068 1077.646734 5 9
Indian (28.3, Inf] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 22 0.0087846 -133.8961223 677.422957 0.0178867 1982-1999 –> 2000-2009 0.0135941 0.0048095 -192.424147 968.358091 6 11
Indian (28.3, Inf] 3 cstar_tref ~ silicate + phosphate + phosphate_star 22 0.0087988 -135.8249848 662.229387 0.0182533 1982-1999 –> 2000-2009 0.0138369 0.0050382 -195.516963 914.935152 7 13
Indian (28.3, Inf] 4 cstar_tref ~ sal + temp + aou + silicate 22 0.0099941 -128.2200577 30.568812 0.0205568 1982-1999 –> 2000-2009 0.0143388 0.0043446 -188.577823 66.229892 10 12
Indian (28.3, Inf] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 22 0.0085576 -135.0478885 638.903630 0.0161343 1982-1999 –> 2000-2009 0.0148332 0.0062756 -188.786507 789.516198 3 13
Indian (28.3, Inf] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 22 0.0085565 -135.0535346 560.490331 0.0161475 1982-1999 –> 2000-2009 0.0149534 0.0063969 -188.447671 708.408888 2 14
Indian (28.3, Inf] 3 cstar_tref ~ nitrate + silicate + phosphate_star 22 0.0085750 -136.9587193 549.177416 0.0157506 1982-1999 –> 2000-2009 0.0158191 0.0072441 -190.114036 676.734929 4 22
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 11 0.1100894 -3.3255261 746.178080 0.1948992 2000-2009 –> 2010-2019 0.9536825 0.8435931 118.075876 1010.469845 3 4
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 11 0.1056013 -4.2412054 572.364300 0.1846988 2000-2009 –> 2010-2019 0.9603783 0.8547769 118.292841 836.826093 1 3
N_Atlantic (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 11 0.1076858 -3.8111765 574.316648 0.1864546 2000-2009 –> 2010-2019 0.9674351 0.8597493 119.221693 786.694551 2 5
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + nitrate + silicate 11 0.1482140 1.2164964 480.063176 0.2928217 2000-2009 –> 2010-2019 1.0423511 0.8941371 125.622138 680.717746 6 14
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + silicate + phosphate 11 0.1742872 4.7815318 609.415236 0.3057179 2000-2009 –> 2010-2019 1.0507212 0.8764340 127.467376 865.367065 8 13
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 11 0.1308689 -1.5216558 275.069689 0.2314753 2000-2009 –> 2010-2019 1.0554372 0.9245683 125.762220 461.755994 5 15
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 11 0.1264290 -2.2809876 303.824006 0.2255701 2000-2009 –> 2010-2019 1.0633767 0.9369477 126.146738 531.316883 4 17
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 11 0.1633114 3.3505296 209.296247 0.2862697 2000-2009 –> 2010-2019 1.1743964 1.0110850 138.327310 367.900326 7 22
N_Atlantic (-Inf,26] 3 cstar_tref ~ aou + nitrate + silicate 11 0.4368467 22.9968413 479.079962 0.7360099 2000-2009 –> 2010-2019 1.3654130 0.9285663 148.651798 678.309369 28 40
N_Atlantic (-Inf,26] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 11 0.3016604 16.8506695 545.834356 0.6603137 2000-2009 –> 2010-2019 1.3666775 1.0650172 156.296603 660.464144 16 33
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 54 1.7125502 225.3475929 651.559982 3.4747837 1982-1999 –> 2000-2009 1.9448299 0.2322797 238.611849 1598.431797 2 3
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + silicate + phosphate 54 1.7119747 223.3112932 389.106823 3.4257270 1982-1999 –> 2000-2009 1.9508812 0.2389065 235.081891 1308.028644 1 3
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + silicate 54 1.7286133 224.3558718 331.462736 3.4184338 1982-1999 –> 2000-2009 1.9729440 0.2443306 236.530573 1113.553553 4 7
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + silicate 54 1.7130386 223.3783840 198.415899 3.5057817 1982-1999 –> 2000-2009 1.9937152 0.2806767 238.049343 1008.902578 3 10
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 54 1.7418537 225.1799512 486.115792 3.8126997 1982-1999 –> 2000-2009 2.0801693 0.3383156 243.212876 1154.811642 6 15
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 54 1.7352588 224.7702697 185.144770 3.7448889 1982-1999 –> 2000-2009 2.0881680 0.3529092 243.563363 1119.918306 5 18
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 54 1.8403005 231.1176817 214.182667 3.6691187 1982-1999 –> 2000-2009 2.0902773 0.2499768 243.703604 1110.457569 13 17
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + temp + phosphate_star 54 1.7419665 223.1869450 42.506112 3.8247206 1982-1999 –> 2000-2009 2.1037690 0.3618025 240.428017 55.998579 7 23
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + temp + nitrate 54 1.7602873 224.3168809 15.286665 3.7951946 1982-1999 –> 2000-2009 2.1103792 0.3500919 240.965700 22.505347 9 21
N_Atlantic (26,26.5] 3 cstar_tref ~ sal + temp + phosphate 54 1.7632241 224.4969146 15.873284 3.7835411 1982-1999 –> 2000-2009 2.1180712 0.3548471 241.388578 23.344263 10 24
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 11 0.1145300 -2.4555642 614.477510 0.1863678 2000-2009 –> 2010-2019 1.8251585 1.7106285 222.770771 1252.016140 1 2
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 11 0.1204709 -1.3429914 671.823665 0.2023754 2000-2009 –> 2010-2019 1.8330211 1.7125502 224.004602 1323.383647 2 5
N_Atlantic (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 11 0.1282190 0.0283008 594.122045 0.2132083 2000-2009 –> 2010-2019 1.8548789 1.7266599 226.262057 1165.171164 4 9
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 11 0.1551149 2.2176816 599.521875 0.2812860 2000-2009 –> 2010-2019 2.0352683 1.8801535 235.649211 915.901481 5 23
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 11 0.2056892 8.4260848 610.103272 0.3389977 2000-2009 –> 2010-2019 2.0459897 1.8403005 239.543767 824.285938 8 25
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 11 0.1730235 4.6214313 572.601221 0.3180039 2000-2009 –> 2010-2019 2.0793243 1.9063008 239.544573 840.716810 7 26
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 11 0.3658881 21.0972354 383.285863 0.6663028 2000-2009 –> 2010-2019 2.1077418 1.7418537 246.277187 869.401655 9 19
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + aou + phosphate_star 11 0.4613216 26.1961302 286.258489 0.8878142 2000-2009 –> 2010-2019 2.1965804 1.7352588 250.966400 471.403259 17 25
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 11 0.4649108 26.3666359 415.635046 0.8974341 2000-2009 –> 2010-2019 2.1995018 1.7345909 251.095331 717.908795 19 26
N_Atlantic (26,26.5] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 11 0.4654225 26.3908327 405.411493 0.8961356 2000-2009 –> 2010-2019 2.2036326 1.7382101 251.344635 692.612502 20 29
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 45 1.9688086 202.6730417 220.071096 4.7371725 1982-1999 –> 2000-2009 3.3861409 1.4173323 450.011421 356.857342 1 3
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 45 1.9765996 203.0284877 204.590332 4.7607543 1982-1999 –> 2000-2009 3.3970985 1.4204989 450.661453 339.148733 2 5
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 45 2.0304194 205.4462820 903.166830 4.2732418 1982-1999 –> 2000-2009 3.3980234 1.3676040 448.070129 1305.954455 6 7
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + silicate 45 2.0444331 204.0653152 86.594003 4.3893134 1982-1999 –> 2000-2009 3.4720104 1.4275774 450.354410 157.297169 8 12
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + silicate + phosphate 45 1.9827211 201.3067844 142.816466 4.5479448 1982-1999 –> 2000-2009 3.4939817 1.5112606 455.115300 263.152222 3 9
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 45 2.0269451 205.2921475 202.523858 4.7579250 1982-1999 –> 2000-2009 3.4948690 1.4679239 457.260118 316.157152 5 10
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + silicate 45 2.0346713 203.6345547 121.095696 4.5106694 1982-1999 –> 2000-2009 3.5888596 1.5541883 461.140288 220.252910 7 15
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 45 2.0011609 202.1399407 113.504712 5.0898532 1982-1999 –> 2000-2009 3.7444024 1.7432415 474.798339 194.844356 4 24
N_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 45 2.0896428 206.0338493 198.419415 5.0621274 1982-1999 –> 2000-2009 3.7875559 1.6979131 475.214527 298.072177 11 27
N_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 45 2.0865245 205.8994477 219.892352 5.0200780 1982-1999 –> 2000-2009 3.7956355 1.7091110 475.947815 316.586230 10 27
N_Atlantic (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 20 0.7886411 61.2597822 798.344758 2.2533546 2000-2009 –> 2010-2019 2.8155861 2.0269451 266.551930 1000.868616 5 8
N_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 20 0.8368434 61.6328078 877.483398 2.4290843 2000-2009 –> 2010-2019 2.9233679 2.0865245 267.532256 1097.375750 12 19
N_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 20 0.8362072 61.6023897 838.121505 2.4345591 2000-2009 –> 2010-2019 2.9258500 2.0896428 267.636239 1036.540920 11 19
N_Atlantic (26.5,26.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 20 0.8349418 61.5418110 693.476415 2.4419762 2000-2009 –> 2010-2019 3.0063088 2.1713670 271.028402 892.229729 10 24
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 20 0.7887272 59.2641503 65.847824 2.2664334 2000-2009 –> 2010-2019 3.1814323 2.3927052 277.486831 268.370465 6 27
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + silicate 20 1.2697723 78.3110460 95.669692 2.3387404 2000-2009 –> 2010-2019 3.3142054 2.0444331 282.376361 182.263695 19 24
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate 20 0.7839432 59.0207917 277.480343 2.2298849 2000-2009 –> 2010-2019 3.3587069 2.5747637 283.843460 725.278430 1 29
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + aou + phosphate_star 20 0.7875979 59.2068375 58.351834 2.2129463 2000-2009 –> 2010-2019 3.3616894 2.5740915 284.006004 150.430006 3 29
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 20 0.7877057 59.2123128 60.461397 2.2124249 2000-2009 –> 2010-2019 3.3617934 2.5740877 284.011345 201.860626 4 29
N_Atlantic (26.5,26.75] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 20 0.7895217 59.3044238 60.180764 2.2069155 2000-2009 –> 2010-2019 3.3634004 2.5738787 284.096149 192.185807 7 31
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 267 2.0615664 1158.0440643 35.406749 5.2920760 1982-1999 –> 2000-2009 3.7708907 1.7093243 2161.292625 90.603831 1 2
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 267 2.0687238 1159.8947977 179.555339 5.3302286 1982-1999 –> 2000-2009 3.7884121 1.7196883 2166.202085 398.718176 2 6
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 267 2.0763963 1159.8716375 34.752078 5.2863051 1982-1999 –> 2000-2009 3.7902109 1.7138147 2162.447710 89.501841 4 6
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 267 2.0739210 1161.2346844 39.647247 5.2613405 1982-1999 –> 2000-2009 3.7942804 1.7203594 2167.739398 82.444578 3 8
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + silicate + phosphate 267 2.0819140 1161.2887853 177.259112 5.3187966 1982-1999 –> 2000-2009 3.8091639 1.7272499 2167.816110 391.407328 5 12
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + silicate + phosphate 267 2.0931174 1164.1547045 32.041659 4.7031037 1982-1999 –> 2000-2009 3.8138648 1.7207474 2168.773510 47.484274 8 14
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 267 2.0871141 1162.6209258 36.820130 5.2615719 1982-1999 –> 2000-2009 3.8152782 1.7281641 2169.415989 79.583984 7 15
N_Atlantic (26.75,27] 3 cstar_tref ~ temp + silicate + phosphate 267 2.1176645 1168.3807614 16.372068 5.0046091 1982-1999 –> 2000-2009 3.8461241 1.7284596 2173.262347 23.574862 12 21
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 267 2.0867593 1164.5301294 153.463456 5.4774343 1982-1999 –> 2000-2009 3.8908628 1.8041035 2195.085310 332.093223 6 19
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + silicate 267 2.0987702 1165.5949018 151.320408 5.4643621 1982-1999 –> 2000-2009 3.9068992 1.8081290 2195.277852 325.404585 9 23
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 121 1.6551245 479.3211748 32.916381 5.0057972 2000-2009 –> 2010-2019 3.7166909 2.0615664 1637.365239 68.323130 5 6
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 121 1.6506639 478.6680911 100.600922 5.0303570 2000-2009 –> 2010-2019 3.7193876 2.0687238 1638.562889 280.156261 3 5
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 121 1.6340279 476.2167549 84.403618 5.0533825 2000-2009 –> 2010-2019 3.7207871 2.0867593 1640.746884 237.867075 1 7
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 121 1.6551486 477.3247021 21.086689 5.0086104 2000-2009 –> 2010-2019 3.7315449 2.0763963 1637.196340 55.838766 6 10
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + silicate + phosphate 121 1.6506955 476.6727264 96.490797 5.0332744 2000-2009 –> 2010-2019 3.7326095 2.0819140 1637.961512 273.749909 4 9
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + silicate 121 1.6340439 474.2191337 80.703030 5.0515298 2000-2009 –> 2010-2019 3.7328141 2.0987702 1639.814035 232.023438 2 11
N_Atlantic (26.75,27] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 121 1.6685879 481.2817330 32.880195 5.0084370 2000-2009 –> 2010-2019 3.7425089 2.0739210 1642.516417 72.527441 7 10
N_Atlantic (26.75,27] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 121 1.6686019 479.2837543 22.471978 5.0061755 2000-2009 –> 2010-2019 3.7557160 2.0871141 1641.904680 59.292108 8 15
N_Atlantic (26.75,27] 4 cstar_tref ~ sal + temp + aou + silicate 121 1.6877285 482.0419462 31.909176 4.5069423 2000-2009 –> 2010-2019 3.7996009 2.1118723 1650.960130 59.646132 9 20
N_Atlantic (26.75,27] 3 cstar_tref ~ temp + aou + silicate 121 1.6897697 480.3344557 12.310940 4.5056527 2000-2009 –> 2010-2019 3.8099186 2.1201489 1649.341318 24.876179 10 23
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 422 1.4148697 1504.4837505 700.161842 4.6980155 1982-1999 –> 2000-2009 2.8068020 1.3919323 3516.562848 862.094760 1 2
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 422 1.4241286 1509.9888824 710.034145 4.7822943 1982-1999 –> 2000-2009 2.8429109 1.4187822 3543.887060 906.403371 3 5
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + silicate 422 1.4149288 1502.5189474 590.452758 4.6898569 1982-1999 –> 2000-2009 2.8453005 1.4303718 3543.707842 746.445627 2 6
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 422 1.4402474 1519.4879160 189.612722 4.7018569 1982-1999 –> 2000-2009 2.8697832 1.4295358 3562.009152 247.273915 5 8
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 422 1.4536557 1527.3089556 171.239560 4.7191248 1982-1999 –> 2000-2009 2.8958779 1.4422222 3579.920137 229.138766 7 12
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + silicate + phosphate 422 1.4243290 1508.1076413 592.967799 4.7706105 1982-1999 –> 2000-2009 2.8960756 1.4717466 3581.861167 787.128073 4 10
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 422 1.4406994 1517.7527428 147.967849 4.6867725 1982-1999 –> 2000-2009 2.9314658 1.4907664 3606.170157 199.983851 6 14
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 422 1.4609830 1531.5525145 173.429035 4.7956385 1982-1999 –> 2000-2009 2.9365002 1.4755172 3610.228105 222.983815 9 16
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 422 1.4538478 1525.4204826 119.270833 4.7087183 1982-1999 –> 2000-2009 2.9618772 1.5080294 3626.986189 161.114918 8 18
N_Atlantic (27,27.25] 4 cstar_tref ~ sal + temp + aou + silicate 422 1.4610352 1529.5826753 24.452326 4.4871684 1982-1999 –> 2000-2009 2.9648819 1.5038467 3627.976526 44.740296 10 19
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 263 1.5513525 991.3425389 332.233685 4.3006710 2000-2009 –> 2010-2019 2.9662222 1.4148697 2495.826289 1032.395527 1 2
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + silicate 263 1.5571004 991.2878105 328.154701 4.5352802 2000-2009 –> 2010-2019 2.9720291 1.4149288 2493.806758 918.607459 2 4
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 263 1.5655397 996.1309673 360.181879 4.5490958 2000-2009 –> 2010-2019 2.9896683 1.4241286 2506.119850 1070.216024 3 6
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + silicate + phosphate 263 1.5713587 996.0824458 354.948685 4.7923491 2000-2009 –> 2010-2019 2.9956877 1.4243290 2504.190087 947.916484 4 8
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 263 1.5803317 1001.0775502 83.917528 4.6541869 2000-2009 –> 2010-2019 3.0205791 1.4402474 2520.565466 273.530250 5 10
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 263 1.5855881 1000.8241904 81.857884 4.8866902 2000-2009 –> 2010-2019 3.0262875 1.4406994 2518.576933 229.825733 6 12
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 263 1.5937639 1005.5294593 74.854932 4.6942805 2000-2009 –> 2010-2019 3.0474196 1.4536557 2532.838415 246.094492 7 14
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 263 1.5986736 1005.1473407 67.326725 4.9245052 2000-2009 –> 2010-2019 3.0525214 1.4538478 2530.567823 186.597558 8 16
N_Atlantic (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 263 1.6053246 1009.3311490 75.260576 4.8159891 2000-2009 –> 2010-2019 3.0663076 1.4609830 2540.883663 248.689611 9 18
N_Atlantic (27,27.25] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 263 1.6107689 1009.1120035 68.266217 5.0678748 2000-2009 –> 2010-2019 3.0720831 1.4613142 2538.855842 191.167834 10 21
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 814 1.4761459 2958.0314205 39.597277 6.8138109 1982-1999 –> 2000-2009 2.5368384 1.0606925 5608.534658 91.806608 1 10
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 814 1.4771730 2957.1638264 39.478613 6.6900751 1982-1999 –> 2000-2009 2.5600579 1.0828849 5642.607750 91.258652 2 12
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 814 1.5507319 3038.2795081 29.076631 7.4306652 1982-1999 –> 2000-2009 2.5949217 1.0441898 5660.808329 84.265640 3 4
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 814 1.5515369 3039.1243486 29.308708 7.4465450 1982-1999 –> 2000-2009 2.5988689 1.0473321 5667.013680 84.746936 4 7
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 814 1.5552483 3043.0140199 41.409756 7.5160109 1982-1999 –> 2000-2009 2.6117802 1.0565319 5686.505689 96.784428 5 11
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 814 1.5656190 3051.8337983 29.064909 8.0899610 1982-1999 –> 2000-2009 2.6124053 1.0467864 5676.793340 84.060222 8 10
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 814 1.5639050 3050.0505946 29.308364 8.0480489 1982-1999 –> 2000-2009 2.6124124 1.0485074 5677.940820 84.697846 7 12
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + silicate + phosphate 814 1.5619385 3048.0021432 40.270896 7.9344054 1982-1999 –> 2000-2009 2.6184785 1.0565400 5689.507482 95.559198 6 13
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 814 1.5824312 3071.2227602 24.148656 7.5410793 1982-1999 –> 2000-2009 2.6302904 1.0478592 5700.009677 69.627756 9 13
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 814 1.6065883 3093.8876730 23.997888 8.3850508 1982-1999 –> 2000-2009 2.6643286 1.0577403 5737.418630 68.495859 11 19
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 548 0.9781211 1544.9111353 114.381070 4.4704434 2000-2009 –> 2010-2019 2.4542670 1.4761459 4502.942556 153.978347 3 4
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 548 1.0138697 1582.2533929 100.709645 3.8215293 2000-2009 –> 2010-2019 2.4910428 1.4771730 4539.417219 140.188258 11 13
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 548 0.9805131 1547.5881838 39.770408 4.6085110 2000-2009 –> 2010-2019 2.5320500 1.5515369 4586.712532 69.079116 4 8
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 548 0.9769350 1543.5812832 97.171719 4.6082317 2000-2009 –> 2010-2019 2.5321833 1.5552483 4586.595303 138.581475 2 7
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 548 0.9848685 1552.4457085 38.124481 4.5736403 2000-2009 –> 2010-2019 2.5356004 1.5507319 4590.725216 67.201111 5 8
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 548 0.9645039 1529.5456428 812.852742 4.8360747 2000-2009 –> 2010-2019 2.5540947 1.5895908 4608.117544 1305.314713 1 11
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + silicate + phosphate 548 1.0001011 1567.2673968 78.717481 4.0643091 2000-2009 –> 2010-2019 2.5620395 1.5619385 4615.269540 118.988377 9 15
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 548 0.9998472 1566.9891681 37.137858 4.0858006 2000-2009 –> 2010-2019 2.5637522 1.5639050 4617.039763 66.446223 8 15
N_Atlantic (27.25,27.5] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 548 1.0006036 1567.8179390 36.589110 4.1060421 2000-2009 –> 2010-2019 2.5662225 1.5656190 4619.651737 65.654019 10 18
N_Atlantic (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 548 0.9870022 1554.8176764 32.528741 4.7229551 2000-2009 –> 2010-2019 2.5694335 1.5824312 4626.040437 56.677397 6 15
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2109 2.4447039 9769.6541456 851.246720 10.0925866 1982-1999 –> 2000-2009 3.8169359 1.3722321 14253.985832 1644.133803 1 4
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2109 2.4824215 9834.2338965 853.128009 14.4111110 1982-1999 –> 2000-2009 3.8443931 1.3619716 14299.231879 1794.190314 2 4
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2109 2.6603640 10126.2395491 12.217588 17.2041356 1982-1999 –> 2000-2009 4.0520934 1.3917293 14646.914508 45.706610 5 10
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2109 2.6711636 10143.3276104 14.803601 17.2796938 1982-1999 –> 2000-2009 4.0630232 1.3918596 14664.243676 51.051328 6 12
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2109 2.6861035 10166.8531624 12.375898 17.1551549 1982-1999 –> 2000-2009 4.1100105 1.4239070 14746.408861 39.398167 7 20
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2109 2.6877470 10169.4331935 188.182625 16.8628685 1982-1999 –> 2000-2009 4.1628734 1.4751265 14840.022685 415.742153 8 25
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 2109 2.5058582 9871.8693616 777.691322 11.3104132 1982-1999 –> 2000-2009 4.1692526 1.6633944 14849.879303 1444.883083 3 28
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2109 2.7975644 10338.3468299 14.089001 20.3569805 1982-1999 –> 2000-2009 4.1886009 1.3910365 14857.739084 46.786390 17 21
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2109 2.5870763 10006.4114952 779.444280 12.1089622 1982-1999 –> 2000-2009 4.2828548 1.6957785 15034.090752 1600.864185 4 30
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + silicate + phosphate 2109 2.6882190 10168.1738866 7.732245 16.6112930 1982-1999 –> 2000-2009 4.3081627 1.6199437 15077.999764 34.681253 9 33
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1174 1.4489861 4216.4564697 574.430081 18.1467031 2000-2009 –> 2010-2019 3.8936899 2.4447039 13986.110615 1425.676801 14 15
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1174 1.4121747 4156.0348486 657.630967 16.8663670 2000-2009 –> 2010-2019 3.8945962 2.4824215 13990.268745 1510.758976 8 10
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1174 1.3589860 4065.8905182 34.357259 18.3608031 2000-2009 –> 2010-2019 4.0193501 2.6603640 14192.130067 46.574847 3 8
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1174 1.3549729 4058.9464982 23.470431 18.4731978 2000-2009 –> 2010-2019 4.0261365 2.6711636 14202.274109 38.274031 2 8
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1174 1.3775265 4097.7074767 38.884530 18.4596965 2000-2009 –> 2010-2019 4.0636300 2.6861035 14264.560639 51.260429 4 11
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1174 1.4104301 4153.1324171 232.646041 18.2938791 2000-2009 –> 2010-2019 4.0981771 2.6877470 14322.565611 420.828666 7 15
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1174 1.3535870 4056.5437943 23.153345 18.2979339 2000-2009 –> 2010-2019 4.1511515 2.7975644 14394.890624 37.242347 1 18
N_Atlantic (27.5,27.75] 4 cstar_tref ~ sal + aou + silicate + phosphate 1174 1.5937240 4438.0080079 36.747148 15.9148177 2000-2009 –> 2010-2019 4.2819430 2.6882190 14606.181894 44.479393 19 28
N_Atlantic (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1174 1.3929127 4123.7878271 41.215229 19.4733530 2000-2009 –> 2010-2019 4.3852752 2.9923625 14746.065185 53.472241 6 33
N_Atlantic (27.5,27.75] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 1174 1.4360427 4193.3882598 21.001683 18.4030645 2000-2009 –> 2010-2019 4.4162988 2.9802561 14796.565994 29.304202 10 29
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1090 1.3788371 3807.5901544 487.643632 5.2643416 1982-1999 –> 2000-2009 2.5874573 1.2086202 5719.523323 937.927931 1 2
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1090 1.4493498 3916.3168578 501.456234 5.2153578 1982-1999 –> 2000-2009 2.6836577 1.2343078 5853.066523 1049.209146 4 6
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1090 1.4333969 3892.1886280 24.715352 5.4305957 1982-1999 –> 2000-2009 2.7492916 1.3158947 5904.465975 70.795006 2 7
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1090 1.4413960 3904.3203731 28.165753 5.4402994 1982-1999 –> 2000-2009 2.7668089 1.3254129 5925.102200 74.206166 3 9
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1090 1.4568601 3927.5840829 217.774731 5.5389241 1982-1999 –> 2000-2009 2.7988449 1.3419848 5963.028181 457.613953 5 14
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1090 1.4659843 3941.1946100 24.780563 5.4765920 1982-1999 –> 2000-2009 2.8040959 1.3381116 5973.228110 70.762689 7 14
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + silicate + phosphate 1090 1.4719291 3948.0169871 15.630264 5.3423781 1982-1999 –> 2000-2009 2.8153443 1.3434152 5982.718157 32.243660 8 18
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1090 1.4628879 3936.5852307 25.296230 5.4556251 1982-1999 –> 2000-2009 2.8266641 1.3637762 5991.036514 69.847211 6 19
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 1090 1.4771167 3955.6866399 21.218296 5.7562932 1982-1999 –> 2000-2009 2.8584577 1.3813410 6023.238703 48.491587 9 24
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1090 1.5248527 4027.0232892 345.908896 5.9496436 1982-1999 –> 2000-2009 2.9848558 1.4600031 6161.928220 702.509414 11 36
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 801 1.3117147 2721.8185032 284.695589 4.3574878 2000-2009 –> 2010-2019 2.6905517 1.3788371 6529.408658 772.339221 2 3
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 801 1.3076734 2716.8753120 378.434665 4.3173052 2000-2009 –> 2010-2019 2.7570233 1.4493498 6633.192170 879.890899 1 5
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 801 1.3976492 2823.4758606 36.287878 5.1637525 2000-2009 –> 2010-2019 2.8310461 1.4333969 6715.664489 61.003230 11 13
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 801 1.3969496 2822.6737614 34.435508 5.2160633 2000-2009 –> 2010-2019 2.8383457 1.4413960 6726.994134 62.601261 10 13
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 801 1.3909403 2815.7674263 32.771396 5.4132595 2000-2009 –> 2010-2019 2.8538281 1.4628879 6752.352657 58.067626 9 15
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 801 1.4107636 2838.4376171 34.112772 5.2385316 2000-2009 –> 2010-2019 2.8767479 1.4659843 6779.632227 58.893335 15 22
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 801 1.4242828 2853.7162792 175.364787 5.2925059 2000-2009 –> 2010-2019 2.8811429 1.4568601 6781.300362 393.139519 20 25
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 801 1.3983490 2822.2777418 27.083651 5.0286250 2000-2009 –> 2010-2019 2.9098081 1.5114591 6828.068271 51.786906 12 22
N_Atlantic (27.75,27.85] 4 cstar_tref ~ sal + aou + silicate + phosphate 801 1.4654672 2897.3823925 24.799409 5.2899923 2000-2009 –> 2010-2019 2.9373962 1.4719291 6845.399379 40.429673 24 32
N_Atlantic (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 801 1.4797084 2914.8753131 31.967649 5.6316659 2000-2009 –> 2010-2019 3.0674343 1.5877259 7029.981258 55.964852 25 39
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2207 1.6128422 8387.0777211 694.505607 5.4722179 1982-1999 –> 2000-2009 2.8437211 1.2308789 12542.571955 1011.044491 3 6
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2207 1.6220681 8412.2550372 447.356790 5.4620594 1982-1999 –> 2000-2009 2.8484909 1.2264228 12558.515350 604.191046 15 16
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2207 1.6126928 8386.6688678 501.844419 5.4869580 1982-1999 –> 2000-2009 2.8511602 1.2384673 12557.811110 671.840920 1 7
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2207 1.6128297 8387.0436235 501.172157 5.4917434 1982-1999 –> 2000-2009 2.8523951 1.2395654 12560.442168 670.535626 2 9
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2207 1.6276008 8427.2852014 412.438191 5.4973139 1982-1999 –> 2000-2009 2.8543225 1.2267217 12574.165821 563.868055 16 18
N_Atlantic (27.85,27.95] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2207 1.6134130 8388.6395253 500.172194 5.6100779 1982-1999 –> 2000-2009 2.8556033 1.2421903 12567.423799 668.951508 4 12
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2207 1.6315519 8437.9874218 397.467771 5.5925396 1982-1999 –> 2000-2009 2.8632829 1.2317310 12595.243576 561.917925 19 23
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 2207 1.6323712 8438.2034707 388.489055 5.5714119 1982-1999 –> 2000-2009 2.8660950 1.2337237 12597.575256 539.445658 20 25
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2207 1.6154765 8394.2812785 21.195853 5.4629666 1982-1999 –> 2000-2009 2.8962190 1.2807425 12650.881018 40.480222 5 15
N_Atlantic (27.85,27.95] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 2207 1.6368588 8450.3212808 385.442026 5.6254864 1982-1999 –> 2000-2009 2.8972451 1.2603864 12664.129830 538.207121 21 30
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2090 1.6850867 8126.3582982 459.346988 16.9788603 2000-2009 –> 2010-2019 3.3071548 1.6220681 16538.613335 906.703778 1 16
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2090 1.6853945 8127.1217681 410.986740 16.8123130 2000-2009 –> 2010-2019 3.3129954 1.6276008 16554.406969 823.424930 3 19
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2090 1.6852449 8126.7504960 317.252506 16.2804676 2000-2009 –> 2010-2019 3.3167968 1.6315519 16564.737918 714.720277 2 21
N_Atlantic (27.85,27.95] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 2090 1.6918058 8140.9924603 306.788087 17.5465646 2000-2009 –> 2010-2019 3.3241771 1.6323712 16579.195931 695.277141 4 24
N_Atlantic (27.85,27.95] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2090 1.7219540 8216.8244871 487.963010 20.0085867 2000-2009 –> 2010-2019 3.3353669 1.6134130 16605.464012 988.135204 5 9
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2090 1.7425512 8266.5271215 483.154318 21.7435290 2000-2009 –> 2010-2019 3.3553810 1.6128297 16653.570745 984.326475 7 9
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2090 1.7411816 8263.2404644 47.402210 19.2080070 2000-2009 –> 2010-2019 3.3579292 1.6167475 16660.993335 152.127282 6 15
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2090 1.7436999 8269.2817675 12.661323 19.0525172 2000-2009 –> 2010-2019 3.3596710 1.6159710 16664.914053 33.625144 8 15
N_Atlantic (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2090 1.7493390 8282.7778243 474.460831 22.2567038 2000-2009 –> 2010-2019 3.3620318 1.6126928 16669.446692 976.305249 10 11
N_Atlantic (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2090 1.7506218 8285.8420436 20.776596 19.6224671 2000-2009 –> 2010-2019 3.3662858 1.6156640 16680.635722 48.140697 11 17
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2293 1.8251567 9280.4916942 43.926704 12.9173645 1982-1999 –> 2000-2009 2.9113937 1.0862370 14664.420498 96.879912 2 11
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2293 1.8375086 9311.4232649 50.814082 15.0659321 1982-1999 –> 2000-2009 2.9155071 1.0779985 14668.126850 104.632310 5 6
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2293 1.8396506 9316.7660806 49.925067 15.1231781 1982-1999 –> 2000-2009 2.9210798 1.0814292 14684.832219 102.742963 8 11
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 2293 1.8389181 9314.9398379 296.394845 15.1405131 1982-1999 –> 2000-2009 2.9244581 1.0855400 14696.573227 520.905462 6 12
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2293 1.8410747 9320.3148541 81.356809 15.1819937 1982-1999 –> 2000-2009 2.9265142 1.0854395 14701.617218 135.684123 9 14
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2293 1.8250521 9280.2288398 350.987955 13.2936029 1982-1999 –> 2000-2009 2.9300626 1.1050105 14725.433888 569.259153 1 16
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 2293 1.8303786 9293.5938821 71.154468 12.9446792 1982-1999 –> 2000-2009 2.9317078 1.1013292 14726.865694 123.621852 4 17
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 2293 1.8494153 9339.0437026 36.586317 13.7016098 1982-1999 –> 2000-2009 2.9544842 1.1050690 14782.437968 60.445737 13 29
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 2293 1.8863323 9429.6852354 36.314755 14.0889065 1982-1999 –> 2000-2009 2.9718723 1.0855400 14809.318717 61.313436 17 24
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2293 1.8390971 9315.3860847 806.390053 13.3769497 1982-1999 –> 2000-2009 2.9939181 1.1548210 14918.258862 1382.144090 7 26
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1662 1.5027860 6084.4856482 34.414651 9.4536777 2000-2009 –> 2010-2019 3.3279427 1.8251567 15364.977343 78.341355 4 6
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1662 1.4915381 6059.5129555 844.166581 9.7020730 2000-2009 –> 2010-2019 3.3306352 1.8390971 15374.899040 1650.556634 1 8
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1662 1.5019101 6082.5477266 119.209266 9.4539594 2000-2009 –> 2010-2019 3.3322887 1.8303786 15376.141609 190.363734 2 6
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1662 1.5125056 6105.9152073 237.662623 9.5160358 2000-2009 –> 2010-2019 3.3375577 1.8250521 15386.144047 588.650578 8 9
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1662 1.5019105 6080.5487096 114.859708 9.4567704 2000-2009 –> 2010-2019 3.3432928 1.8413823 15399.629702 182.679553 3 13
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + nitrate 1662 1.5028706 6082.6727901 6.751552 9.4164946 2000-2009 –> 2010-2019 3.3471069 1.8442363 15408.856314 16.388541 5 16
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1662 1.5244190 6129.9944342 305.178513 10.5499398 2000-2009 –> 2010-2019 3.3736009 1.8491819 15468.459367 627.305064 10 22
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1662 1.5366406 6158.5374937 38.889084 9.2921013 2000-2009 –> 2010-2019 3.3741492 1.8375086 15469.960759 89.703166 13 18
N_Atlantic (27.95,28.05] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1662 1.5432572 6172.8194241 218.489595 9.2168550 2000-2009 –> 2010-2019 3.3821753 1.8389181 15487.759262 514.884440 15 21
N_Atlantic (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + silicate 1662 1.5565708 6199.3724840 7.647773 10.5622060 2000-2009 –> 2010-2019 3.3841437 1.8275729 15483.931290 15.920029 19 22
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 414 2.8299987 2050.2298561 376.035073 14.1727239 1982-1999 –> 2000-2009 4.6728112 1.8428125 3006.257257 1356.800221 1 5
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 414 2.9039755 2071.5958983 126.926417 11.2465193 1982-1999 –> 2000-2009 4.7265075 1.8225320 3022.488574 364.369165 3 5
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 414 2.9373391 2081.0544959 48.100448 11.5366385 1982-1999 –> 2000-2009 4.7412754 1.8039363 3027.188569 204.878772 7 8
N_Atlantic (28.05,28.1] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 414 2.8669745 2058.9781493 55.069203 12.1920950 1982-1999 –> 2000-2009 4.7421969 1.8752224 3021.095071 119.128828 2 10
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 414 2.9046064 2069.7757572 63.093969 11.0056419 1982-1999 –> 2000-2009 4.7489477 1.8443414 3024.187949 184.286455 4 10
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 414 2.9474830 2081.9090251 19.709552 10.6818496 1982-1999 –> 2000-2009 4.7903953 1.8429123 3035.961549 43.231718 9 14
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + silicate 414 2.9566201 2084.4718200 46.436911 12.3530648 1982-1999 –> 2000-2009 4.7935937 1.8369736 3037.026711 194.965051 10 13
N_Atlantic (28.05,28.1] 3 cstar_tref ~ sal + nitrate + silicate 414 2.9661834 2085.1456979 15.573117 11.5093776 1982-1999 –> 2000-2009 4.8280025 1.8618191 3041.934238 37.797078 12 19
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 414 2.9060273 2070.1807160 93.769859 11.6199681 1982-1999 –> 2000-2009 4.8703196 1.9642923 3053.829451 266.540079 5 22
N_Atlantic (28.05,28.1] 4 cstar_tref ~ temp + aou + nitrate + silicate 414 2.9409884 2080.0825712 12.296448 12.0632779 1982-1999 –> 2000-2009 4.8979881 1.9569996 3062.005448 25.022748 8 23
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 346 2.2718037 1563.7427273 108.414230 8.1385172 2000-2009 –> 2010-2019 5.1757792 2.9039755 3635.338626 235.340647 2 5
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 346 2.3582072 1589.5734330 911.567164 9.8518477 2000-2009 –> 2010-2019 5.1882060 2.8299987 3639.803289 1287.602237 7 8
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 346 2.2551531 1558.6522219 67.622469 8.1822073 2000-2009 –> 2010-2019 5.1924922 2.9373391 3639.706718 115.722917 1 8
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 346 2.4492200 1613.7780319 86.818665 12.6130887 2000-2009 –> 2010-2019 5.3538264 2.9046064 3683.553789 149.912634 9 13
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 346 2.3354146 1582.8525669 90.512275 8.8371318 2000-2009 –> 2010-2019 5.4294089 3.0939943 3706.928962 140.218747 4 17
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 346 2.3348087 1582.6730076 547.852057 8.8418997 2000-2009 –> 2010-2019 5.4409190 3.1061103 3709.985494 896.792078 3 25
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 346 2.3397966 1584.1497661 88.519970 8.7425168 2000-2009 –> 2010-2019 5.4422005 3.1024039 3710.473633 136.418540 6 24
N_Atlantic (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 346 2.3380114 1583.6215708 103.658626 8.7933313 2000-2009 –> 2010-2019 5.4426533 3.1046419 3710.542536 219.910660 5 25
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + silicate 346 2.5287983 1635.9044528 62.953319 8.9746717 2000-2009 –> 2010-2019 5.4854184 2.9566201 3720.376273 109.390230 10 20
N_Atlantic (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + silicate 346 2.5568794 1643.5464351 15.437122 14.8216513 2000-2009 –> 2010-2019 5.5043624 2.9474830 3725.455460 35.146674 11 20
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 286 3.3819399 1522.5859356 162.272613 22.6737213 1982-1999 –> 2000-2009 6.5716541 3.1897143 2201.934363 463.162799 1 2
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 286 3.5541776 1550.9995944 84.863596 22.2251409 1982-1999 –> 2000-2009 6.8389342 3.2847566 2237.923218 265.974739 2 4
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 286 3.5867630 1556.2199052 136.973636 22.1384962 1982-1999 –> 2000-2009 6.8876547 3.3008918 2244.407753 399.898980 5 8
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 286 3.5827026 1555.5720074 83.292735 22.2552497 1982-1999 –> 2000-2009 6.8920072 3.3093046 2244.416571 275.307977 4 8
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 286 3.5822772 1555.5040888 113.525916 22.2655791 1982-1999 –> 2000-2009 6.8934505 3.3111733 2244.494301 307.936368 3 8
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 286 3.5957243 1555.6472329 58.400295 22.2276548 1982-1999 –> 2000-2009 6.9761658 3.3804415 2247.979007 183.613388 7 13
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + nitrate 286 3.5899042 1554.7206334 29.100362 19.2423705 1982-1999 –> 2000-2009 7.1084249 3.5185207 2257.381261 70.357636 6 14
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate 286 3.6522807 1564.5740866 33.958988 20.1194974 1982-1999 –> 2000-2009 7.1649209 3.5126402 2266.803161 82.000521 8 15
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + aou + phosphate_star 286 3.6533738 1564.7452524 34.220276 20.1241380 1982-1999 –> 2000-2009 7.1724886 3.5191148 2267.449444 82.551610 9 18
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 286 3.6535328 1564.7701508 38.650980 20.1200590 1982-1999 –> 2000-2009 7.1735488 3.5200160 2267.540401 87.108577 10 20
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 251 1.5838608 957.1595751 207.486763 4.9717147 2000-2009 –> 2010-2019 4.9658006 3.3819399 2479.745511 369.759376 1 2
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 251 1.5903942 959.2260606 165.045276 6.4295603 2000-2009 –> 2010-2019 5.1726714 3.5822772 2514.730149 278.571192 2 5
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 251 1.6185132 968.0241287 202.122006 6.9975841 2000-2009 –> 2010-2019 5.1726908 3.5541776 2519.023723 286.985602 7 9
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 251 1.5904071 959.2301198 185.736588 6.4181108 2000-2009 –> 2010-2019 5.1731096 3.5827026 2514.802127 269.029323 3 7
N_Atlantic (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 251 1.5906179 959.2966663 189.382808 6.4652170 2000-2009 –> 2010-2019 5.1773809 3.5867630 2515.516571 326.356444 4 10
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 251 1.8171529 1024.1371597 49.974610 7.1241300 2000-2009 –> 2010-2019 5.4128772 3.5957243 2579.784393 108.374906 13 21
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 251 1.6062526 962.2069062 46.959496 6.8523089 2000-2009 –> 2010-2019 5.4562184 3.8499658 2556.932508 98.677299 6 24
N_Atlantic (28.1,28.15] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 251 1.8901547 1043.9098114 977.646915 4.7456899 2000-2009 –> 2010-2019 5.4758127 3.5856580 2597.953476 1703.280271 25 30
N_Atlantic (28.1,28.15] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 251 1.5942162 958.4310177 71.269996 6.1780963 2000-2009 –> 2010-2019 5.4828398 3.8886235 2558.871462 158.835713 5 29
N_Atlantic (28.1,28.15] 4 cstar_tref ~ temp + aou + nitrate + phosphate 251 1.8848916 1042.5100471 994.454812 4.6989864 2000-2009 –> 2010-2019 5.4935895 3.6086979 2600.217378 1734.286745 22 31
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 93 2.0049271 407.3056036 92.760806 5.4387673 1982-1999 –> 2000-2009 3.1863968 1.1814697 570.361186 426.623363 1 2
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 93 2.0148279 408.2218512 53.944574 5.4979819 1982-1999 –> 2000-2009 3.1964365 1.1816086 571.288483 147.392089 2 4
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate 93 2.0265508 407.3009253 456.155332 5.0212722 1982-1999 –> 2000-2009 3.2190725 1.1925217 569.231738 1110.821971 4 10
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 93 2.0211415 406.8037840 629.708964 5.1288253 1982-1999 –> 2000-2009 3.2225986 1.2014571 569.436299 1559.369306 3 10
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 93 2.0265847 407.3040304 425.850250 5.0051928 1982-1999 –> 2000-2009 3.2291049 1.2025202 570.019689 1229.085678 5 13
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 93 2.0540056 411.8038488 100.302350 5.6780000 1982-1999 –> 2000-2009 3.2715541 1.2175485 577.686978 433.549321 8 17
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 93 2.0543317 411.8333791 51.798252 5.6636552 1982-1999 –> 2000-2009 3.2718821 1.2175504 577.716653 159.154317 9 19
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 93 2.0548811 411.8831105 89.092545 5.6410054 1982-1999 –> 2000-2009 3.2768034 1.2219224 578.103314 250.108028 11 23
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 93 2.0546461 411.8618394 565.583700 5.6475545 1982-1999 –> 2000-2009 3.2781819 1.2235358 578.206080 1418.346684 10 23
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 93 2.1094294 414.7562159 40.833857 5.8470738 1982-1999 –> 2000-2009 3.2975109 1.1880816 576.336385 76.580646 15 19
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 97 1.4140731 356.4900868 53.823665 3.4956562 2000-2009 –> 2010-2019 3.4289010 2.0148279 764.711938 107.768239 1 3
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 97 1.4585050 362.4919930 281.196986 3.5269337 2000-2009 –> 2010-2019 3.4634322 2.0049271 769.797597 373.957793 2 3
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 97 1.5667659 376.3827012 766.254250 3.5569189 2000-2009 –> 2010-2019 3.5945658 2.0277999 785.798234 1529.138659 8 11
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + aou + nitrate 97 1.4879452 364.3689167 8.122688 3.7622967 2000-2009 –> 2010-2019 3.6057660 2.1178208 779.863584 16.048518 3 16
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 97 1.5021632 366.2138760 57.054880 3.6929081 2000-2009 –> 2010-2019 3.6115925 2.1094294 780.970092 97.888737 4 16
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 97 1.5656149 376.2401365 509.100554 3.9313876 2000-2009 –> 2010-2019 3.6202610 2.0546461 788.101976 1074.684254 6 13
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 97 1.5657134 376.2523365 95.876737 3.9280126 2000-2009 –> 2010-2019 3.6205945 2.0548811 788.135447 184.969282 7 15
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 97 1.5670670 376.4199824 304.576455 3.9193309 2000-2009 –> 2010-2019 3.6210726 2.0540056 788.223831 404.878805 9 14
N_Atlantic (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 97 1.5676287 376.4895062 52.254267 3.9133987 2000-2009 –> 2010-2019 3.6219604 2.0543317 788.322885 104.052519 10 16
N_Atlantic (28.15,28.2] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 97 1.5691774 374.6810690 71.427653 3.7405303 2000-2009 –> 2010-2019 3.6661735 2.0969962 788.337738 114.680284 11 22
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 119 1.1924287 393.5935038 48.075848 3.6247700 1982-1999 –> 2000-2009 2.2198012 1.0273725 549.295927 68.662363 1 2
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 119 1.2094149 396.9598991 88.745389 3.4990198 1982-1999 –> 2000-2009 2.2381606 1.0287457 552.793226 157.170747 2 4
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 119 1.2321543 401.3932243 48.135888 3.6251108 1982-1999 –> 2000-2009 2.2620808 1.0299265 557.338969 69.369804 5 8
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 119 1.2309209 401.1548724 114.802495 3.7451510 1982-1999 –> 2000-2009 2.2629671 1.0320462 557.302101 169.083190 4 8
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 119 1.2307288 401.1177238 43.713240 3.7597947 1982-1999 –> 2000-2009 2.2930334 1.0623046 560.096885 64.269958 3 12
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 119 1.2329210 401.5412806 68.084919 3.7585244 1982-1999 –> 2000-2009 2.3084567 1.0755357 561.733506 136.241554 7 18
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 119 1.2369456 402.3168991 52.127040 3.7079996 1982-1999 –> 2000-2009 2.3416442 1.1046986 565.130984 71.744320 8 22
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + silicate + phosphate 119 1.2798945 408.4404461 3.202735 4.3087408 1982-1999 –> 2000-2009 2.3446742 1.0647798 565.647686 5.263047 13 23
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + nitrate + silicate 119 1.2716732 406.9067524 3.518709 4.3946830 1982-1999 –> 2000-2009 2.3547852 1.0831120 565.786889 5.761089 11 23
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + silicate 119 1.2435598 401.5861469 2.757975 4.1491648 1982-1999 –> 2000-2009 2.3550577 1.1114979 563.001561 4.621683 10 26
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 25 0.1675315 -4.3822604 837.127890 0.4107364 2000-2009 –> 2010-2019 1.3996858 1.2321543 397.010964 885.263778 1 5
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 25 0.2073805 6.2869323 474.685315 0.5822428 2000-2009 –> 2010-2019 1.3998092 1.1924287 399.880436 522.761163 4 5
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 25 0.1994759 4.3438418 884.235156 0.5440261 2000-2009 –> 2010-2019 1.4088908 1.2094149 401.303741 972.980545 2 4
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 25 0.2030884 5.2412208 812.573343 0.5884137 2000-2009 –> 2010-2019 1.4338172 1.2307288 406.358945 856.286583 3 6
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + silicate + phosphate 25 0.2138289 5.8179608 292.136642 0.6063058 2000-2009 –> 2010-2019 1.4552524 1.2414235 406.994911 310.126117 5 13
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 25 0.2300949 9.4837500 96.946628 0.7058717 2000-2009 –> 2010-2019 1.4623055 1.2322106 408.887847 104.965855 6 11
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 25 0.2350332 12.5454951 695.795056 0.6966046 2000-2009 –> 2010-2019 1.4679542 1.2329210 414.086776 763.879975 7 13
N_Atlantic (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 25 0.2463861 14.9041503 468.780354 0.7696142 2000-2009 –> 2010-2019 1.4833316 1.2369456 417.221049 520.907394 9 16
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + aou + silicate 25 0.2446604 12.5527193 65.298914 0.7159318 2000-2009 –> 2010-2019 1.4882202 1.2435598 414.138866 68.056889 8 17
N_Atlantic (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + silicate 25 0.2490587 13.4435942 123.846649 0.7891404 2000-2009 –> 2010-2019 1.5234289 1.2743702 420.854570 135.548236 10 21
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 198 5.1120056 1222.0100197 41.149242 12.5922333 1982-1999 –> 2000-2009 8.9373543 3.8253486 2047.622933 100.181125 1 2
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 198 5.4562797 1247.8194610 113.774758 13.1932921 1982-1999 –> 2000-2009 9.3241327 3.8678530 2076.681065 222.210278 2 4
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 198 5.5268193 1252.9061987 93.725677 13.3256362 1982-1999 –> 2000-2009 9.5453057 4.0184864 2093.000291 198.598601 3 6
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 198 5.6852383 1264.0973870 97.437417 13.9757772 1982-1999 –> 2000-2009 9.8898157 4.2045774 2117.500410 208.237471 4 8
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 198 5.9099006 1279.4447481 164.504993 16.7711432 1982-1999 –> 2000-2009 10.4995698 4.5896692 2158.612216 406.816428 5 10
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 198 5.9123055 1277.6058581 113.288971 16.5407577 1982-1999 –> 2000-2009 10.5194500 4.6071445 2155.890612 221.611857 6 12
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 198 5.9443150 1281.7440414 285.223015 16.3943722 1982-1999 –> 2000-2009 10.6016203 4.6573053 2165.212451 642.637668 7 14
N_Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 198 5.9451678 1279.8008458 70.921613 16.2666916 1982-1999 –> 2000-2009 10.6124355 4.6672677 2161.897479 141.435561 8 16
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 198 6.0778205 1290.5395392 281.832123 15.8562451 1982-1999 –> 2000-2009 10.9004341 4.8226136 2184.262381 612.690103 10 19
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 198 5.9638612 1283.0440338 253.769710 18.2471700 1982-1999 –> 2000-2009 10.9233030 4.9594418 2184.992161 451.838702 9 21
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 216 4.4368537 1270.6379002 87.152204 11.6282495 2000-2009 –> 2010-2019 10.4007148 5.9638612 2553.681934 340.921915 1 10
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 216 4.5539173 1281.8881781 110.739539 11.6722823 2000-2009 –> 2010-2019 10.6717077 6.1177904 2575.023425 755.465773 2 14
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 216 6.0099761 1401.7392181 65.769855 14.6828402 2000-2009 –> 2010-2019 11.1219817 5.1120056 2623.749238 106.919097 6 7
N_Pacific (-Inf,26] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 216 4.9052139 1313.9904855 177.761042 13.5882446 2000-2009 –> 2010-2019 11.1249748 6.2197609 2613.671807 836.631264 3 17
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 216 5.2406084 1342.5624927 92.339823 17.3815901 2000-2009 –> 2010-2019 11.3965127 6.1559043 2638.157171 248.380028 4 17
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 216 5.3652874 1350.7198212 86.211524 18.5064737 2000-2009 –> 2010-2019 11.8256361 6.4603487 2663.430063 210.767133 5 25
N_Pacific (-Inf,26] 4 cstar_tref ~ temp + aou + nitrate + silicate 216 6.4462213 1430.0109005 33.306047 17.7731140 2000-2009 –> 2010-2019 12.6750147 6.2287934 2728.266887 74.090554 7 22
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 216 6.8742507 1459.7835520 127.685397 23.6039873 2000-2009 –> 2010-2019 12.7841513 5.9099006 2739.228300 292.190390 9 14
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 216 6.5265385 1437.3601867 182.974867 14.7970637 2000-2009 –> 2010-2019 12.8863647 6.3598262 2745.860259 561.990435 8 26
N_Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 216 7.1176914 1474.8174911 95.759247 24.2474613 2000-2009 –> 2010-2019 13.0620065 5.9443150 2756.561532 380.982262 10 17
N_Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 355 2.8941572 1775.9590695 96.686196 9.1608501 1982-1999 –> 2000-2009 5.9245621 3.0304049 2866.731478 177.981158 1 2
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 355 2.9905066 1799.2107483 49.619064 10.3684797 1982-1999 –> 2000-2009 6.1449824 3.1544759 2907.076885 88.691653 3 5
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 355 2.9932036 1799.8507867 116.504987 9.4544562 1982-1999 –> 2000-2009 6.1996823 3.2064787 2914.682448 225.657396 4 7
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 355 2.9880786 1798.6340546 75.209939 9.2926601 1982-1999 –> 2000-2009 6.2012031 3.2131245 2914.347743 160.357181 2 6
N_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 355 2.9995096 1799.3450122 36.140651 9.8894957 1982-1999 –> 2000-2009 6.2130443 3.2135347 2913.113082 75.212859 5 10
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 355 3.7063516 1951.5804383 53.372861 11.2463667 1982-1999 –> 2000-2009 7.3605267 3.6541751 3122.089030 119.987277 6 12
N_Pacific (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 355 3.7065784 1949.6238891 36.395778 11.2796162 1982-1999 –> 2000-2009 7.3670037 3.6604252 3118.860497 79.041712 7 14
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 355 3.7726535 1964.1691719 24.479830 11.2920624 1982-1999 –> 2000-2009 7.5541790 3.7815255 3149.271299 58.354895 8 16
N_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 355 3.7728417 1962.2045738 24.412248 11.3222313 1982-1999 –> 2000-2009 7.5626897 3.7898480 3146.243230 57.598813 9 18
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 355 3.8274941 1974.4156727 79.926967 11.3660442 1982-1999 –> 2000-2009 7.6998784 3.8723843 3169.632284 129.278018 10 20
N_Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 553 3.0978618 2833.9136436 144.197379 16.5959501 2000-2009 –> 2010-2019 5.9920191 2.8941572 4609.872713 240.883574 1 2
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 553 3.2194483 2876.4922982 206.803469 17.9514417 2000-2009 –> 2010-2019 6.2126520 2.9932036 4676.343085 323.308456 2 6
N_Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 553 3.2484579 2886.4135228 147.058003 18.2868152 2000-2009 –> 2010-2019 6.2365364 2.9880786 4685.047577 222.267942 3 5
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 553 3.2701827 2893.7855496 61.798439 18.7769370 2000-2009 –> 2010-2019 6.2606893 2.9905066 4692.996298 111.417503 4 7
N_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 553 3.3024107 2902.6319263 43.663527 18.1923029 2000-2009 –> 2010-2019 6.3019203 2.9995096 4701.976938 79.804178 5 10
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 553 3.7833371 3054.9967661 78.217210 16.9711207 2000-2009 –> 2010-2019 7.4896888 3.7063516 5006.577204 131.590071 6 12
N_Pacific (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 553 3.7847457 3053.4084628 48.983752 16.8568389 2000-2009 –> 2010-2019 7.4913242 3.7065784 5003.032352 85.379530 7 14
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 553 3.8767575 3081.9750359 29.810634 17.8382774 2000-2009 –> 2010-2019 7.6494111 3.7726535 5046.144208 54.290464 8 16
N_Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 553 3.8772634 3080.1193502 19.522312 17.7603832 2000-2009 –> 2010-2019 7.6501051 3.7728417 5042.323924 43.934560 9 18
N_Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 553 3.9339810 3098.1810176 97.640250 18.2875391 2000-2009 –> 2010-2019 7.7614751 3.8274941 5072.596690 177.567217 10 20
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 402 2.5046442 1893.0165145 40.353364 6.9755593 1982-1999 –> 2000-2009 4.2829971 1.7783530 2696.888476 120.203879 1 3
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 402 2.5582958 1910.0569982 80.256997 7.1817777 1982-1999 –> 2000-2009 4.3126890 1.7543932 2708.557388 131.062392 2 3
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 402 2.5625169 1911.3824911 34.725705 7.2052189 1982-1999 –> 2000-2009 4.3970372 1.8345203 2727.568226 70.903983 3 8
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 402 2.6511042 1936.7074672 34.479729 7.0905128 1982-1999 –> 2000-2009 4.4655583 1.8144541 2746.537842 83.440501 6 9
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 402 2.6389496 1935.0128837 58.385903 7.4153553 1982-1999 –> 2000-2009 4.4681606 1.8292110 2750.050895 106.035842 5 9
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 402 2.6202368 1929.2913888 65.563254 7.3959100 1982-1999 –> 2000-2009 4.5036717 1.8834350 2755.897544 124.018961 4 12
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 402 2.6894510 1950.2535856 98.715613 7.5422992 1982-1999 –> 2000-2009 4.5626070 1.8731560 2774.692631 157.955689 7 14
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 402 2.7057894 1953.1231236 27.349261 7.3034543 1982-1999 –> 2000-2009 4.5779502 1.8721607 2775.351703 62.154749 8 14
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 402 2.7588020 1968.7229903 54.603828 7.4759068 1982-1999 –> 2000-2009 4.6781951 1.9193931 2800.818228 89.835724 9 18
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 402 2.8611650 2000.0145999 107.680878 7.8015912 1982-1999 –> 2000-2009 4.9850059 2.1238409 2874.191826 183.986030 10 20
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 528 3.3684354 2794.8565631 56.315742 8.2533043 2000-2009 –> 2010-2019 5.8730796 2.5046442 4687.873078 96.669106 2 3
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 528 3.3603420 2792.3162384 182.376269 8.9101885 2000-2009 –> 2010-2019 5.9186377 2.5582958 4702.373237 262.633266 1 3
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 528 3.4512774 2820.5132159 27.399225 8.3310785 2000-2009 –> 2010-2019 6.0137943 2.5625169 4731.895707 62.124930 4 7
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 528 3.4420869 2815.6974133 43.971496 8.5115156 2000-2009 –> 2010-2019 6.0931911 2.6511042 4752.404881 78.451226 3 9
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 528 3.4627154 2824.0071569 156.921820 9.0403074 2000-2009 –> 2010-2019 6.1016651 2.6389496 4759.020041 215.307723 5 10
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 528 3.5263930 2843.2500620 76.834427 8.3491934 2000-2009 –> 2010-2019 6.1466298 2.6202368 4772.541451 142.397681 8 12
N_Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 528 3.5071382 2837.4682862 203.966400 9.1182308 2000-2009 –> 2010-2019 6.1965892 2.6894510 4787.721872 302.682013 6 13
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 528 3.5157567 2838.0601423 21.737376 8.6549475 2000-2009 –> 2010-2019 6.2215461 2.7057894 4791.183266 49.086637 7 15
N_Pacific (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + phosphate 528 3.5821717 2857.8225935 60.227576 8.7318687 2000-2009 –> 2010-2019 6.3409737 2.7588020 4826.545584 114.831403 10 19
N_Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 528 3.5767042 2858.2095962 198.807484 8.5243065 2000-2009 –> 2010-2019 6.4378692 2.8611650 4858.224196 306.488362 9 19
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 580 0.9851152 1642.5725082 30.061051 5.0676531 1982-1999 –> 2000-2009 1.9177156 0.9326005 2355.437457 75.639620 1 3
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 580 1.0064460 1667.4220703 24.678778 5.2517884 1982-1999 –> 2000-2009 1.9508611 0.9444151 2386.808072 51.607285 2 7
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 580 1.0348377 1699.6923896 75.311922 5.4244698 1982-1999 –> 2000-2009 1.9997749 0.9649372 2430.213986 152.656379 3 10
N_Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 580 1.0923999 1762.4860533 863.637169 5.6417827 1982-1999 –> 2000-2009 2.1135820 1.0211821 2522.353959 1392.427796 4 14
N_Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 580 1.3222209 1983.9715676 64.120406 6.0253668 1982-1999 –> 2000-2009 2.2403020 0.9180811 2688.708507 118.589228 5 6
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 580 1.3493242 2007.5091664 46.314793 6.2222526 1982-1999 –> 2000-2009 2.2907328 0.9414086 2725.243539 83.487089 6 9
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 580 1.3724362 2027.2101151 60.083853 6.3580770 1982-1999 –> 2000-2009 2.3389301 0.9664939 2758.566695 112.803791 8 16
N_Pacific (26.75,27] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 580 1.4646096 2100.6116466 29.919219 6.3153754 1982-1999 –> 2000-2009 2.4079356 0.9433260 2817.399943 64.318971 9 13
N_Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 580 1.4725300 2106.8678544 23.802537 6.4638322 1982-1999 –> 2000-2009 2.4285232 0.9559932 2830.565677 50.489057 10 16
N_Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate 580 1.4845653 2116.3102309 46.457957 6.6010760 1982-1999 –> 2000-2009 2.4606553 0.9760900 2850.784548 92.604146 11 20
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 716 1.4074855 2535.3844679 56.146174 9.5007877 2000-2009 –> 2010-2019 2.3926007 0.9851152 4177.956976 86.207225 1 2
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 716 1.4254070 2553.5029889 31.422579 9.5200019 2000-2009 –> 2010-2019 2.4318530 1.0064460 4220.925059 56.101358 2 4
N_Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 716 1.4486882 2576.7028824 136.619140 9.5332034 2000-2009 –> 2010-2019 2.4835258 1.0348377 4276.395272 211.931062 3 6
N_Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 716 1.7040871 2809.2182853 126.733766 9.2270332 2000-2009 –> 2010-2019 3.0570060 1.3529189 4819.813663 190.023001 4 10
N_Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 716 1.8273283 2909.2082752 134.623327 8.3548122 2000-2009 –> 2010-2019 3.1495492 1.3222209 4893.179843 198.743733 6 10
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 716 1.8391330 2918.4293673 66.746140 8.4175682 2000-2009 –> 2010-2019 3.1884572 1.3493242 4925.938534 113.060933 7 12
N_Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 716 1.8489155 2926.0261417 126.462009 8.4452750 2000-2009 –> 2010-2019 3.2213518 1.3724362 4953.236257 186.545862 8 15
N_Pacific (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + phosphate 716 1.8251976 2905.5375567 72.199375 8.2559927 2000-2009 –> 2010-2019 3.5044290 1.6792314 5164.776256 128.770895 5 16
N_Pacific (26.75,27] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 716 2.0757093 3089.7137692 43.155059 9.0107312 2000-2009 –> 2010-2019 3.5403189 1.4646096 5190.325416 73.074278 12 20
N_Pacific (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 716 2.0710363 3086.4862885 30.717678 9.0434379 2000-2009 –> 2010-2019 3.5435663 1.4725300 5193.354143 54.520215 11 20
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1112 0.4580615 1433.3273098 64.009519 2.5666251 1982-1999 –> 2000-2009 0.9043771 0.4463156 2073.005388 126.538104 1 4
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1112 0.4771382 1524.0724144 44.265908 2.6300488 1982-1999 –> 2000-2009 0.9472945 0.4701563 2216.934393 86.474170 2 8
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1112 0.4974963 1616.9956197 306.884499 2.6946799 1982-1999 –> 2000-2009 0.9839680 0.4864717 2344.721534 582.908663 3 10
N_Pacific (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1112 0.6670349 2269.1928876 100.561601 3.3278940 1982-1999 –> 2000-2009 1.0894518 0.4224169 2852.626780 164.773889 4 5
N_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1112 0.6676955 2271.3943452 74.193190 3.3232498 1982-1999 –> 2000-2009 1.1039193 0.4362238 2887.698506 120.259543 6 8
N_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1112 0.6696798 2277.9941358 224.100701 3.3187156 1982-1999 –> 2000-2009 1.1177234 0.4480436 2921.621548 370.295999 7 11
N_Pacific (27,27.25] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1112 0.7074562 2398.0385030 34.908172 2.8429810 1982-1999 –> 2000-2009 1.1617465 0.4542903 3053.816359 60.941388 10 15
N_Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1112 0.7013490 2378.7560236 28.289929 2.8831020 1982-1999 –> 2000-2009 1.1890886 0.4877396 3107.142231 49.196673 9 17
N_Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1112 0.6674224 2270.4846669 191.026149 3.1061623 1982-1999 –> 2000-2009 1.1932352 0.5258128 3077.687979 346.889018 5 15
N_Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1112 0.6981830 2368.6937135 111.247789 2.9128572 1982-1999 –> 2000-2009 1.2141376 0.5159547 3154.554343 196.461484 8 17
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1401 0.5959294 2539.4576918 99.641692 3.7232589 2000-2009 –> 2010-2019 1.0539909 0.4580615 3972.785001 163.651211 1 2
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1401 0.6156696 2630.7703728 54.029347 3.7116175 2000-2009 –> 2010-2019 1.0928078 0.4771382 4154.842787 98.295255 2 4
N_Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1401 0.6388749 2734.4390857 342.386782 3.6977361 2000-2009 –> 2010-2019 1.1363712 0.4974963 4351.434705 649.271280 3 6
N_Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1401 0.6655522 2849.0644945 227.233009 3.9179611 2000-2009 –> 2010-2019 1.3329746 0.6674224 5119.549161 418.259158 4 9
N_Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1401 0.7972175 3354.8549457 27.962037 6.9102714 2000-2009 –> 2010-2019 1.6373282 0.8401107 6137.105395 52.417873 5 16
N_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1401 0.9978465 3983.8250403 109.794977 4.6013295 2000-2009 –> 2010-2019 1.6655419 0.6676955 6255.219385 183.988167 8 14
N_Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1401 0.9962950 3979.4650678 318.605297 4.5422400 2000-2009 –> 2010-2019 1.6659748 0.6696798 6257.459204 542.705998 7 14
N_Pacific (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1401 1.0016068 3994.3644611 193.457095 4.6777032 2000-2009 –> 2010-2019 1.6686417 0.6670349 6263.557349 294.018695 9 13
N_Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1401 1.0344104 4082.6618203 133.836729 4.5109522 2000-2009 –> 2010-2019 1.7325933 0.6981830 6451.355534 245.084519 10 18
N_Pacific (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1401 1.0398681 4097.4067301 35.922156 4.8725001 2000-2009 –> 2010-2019 1.7412171 0.7013490 6476.162754 64.212086 11 20
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1267 0.3504142 952.3380023 160.265085 1.5731298 1982-1999 –> 2000-2009 0.6518019 0.3013877 1203.046077 282.445921 1 6
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1267 0.3522560 965.6217831 86.370536 1.5714317 1982-1999 –> 2000-2009 0.6634819 0.3112260 1250.957092 160.784701 2 9
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1267 0.3885104 1213.8571704 387.782734 1.3576162 1982-1999 –> 2000-2009 0.6670586 0.2785482 1379.611889 597.795614 6 7
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1267 0.3543395 980.5660083 363.645676 1.5718626 1982-1999 –> 2000-2009 0.6763982 0.3220587 1302.784474 679.039891 3 11
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1267 0.4049687 1318.9922700 15.344952 1.4580296 1982-1999 –> 2000-2009 0.6867946 0.2818259 1497.357951 24.408298 12 14
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1267 0.4241086 1436.0119058 18.176068 1.5441462 1982-1999 –> 2000-2009 0.7144364 0.2903278 1646.416872 29.007774 14 17
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1267 0.3814106 1167.1213548 223.677530 2.0296786 1982-1999 –> 2000-2009 0.7187921 0.3373815 1539.445872 378.068226 4 14
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1267 0.3877296 1208.7590359 115.225464 2.0442508 1982-1999 –> 2000-2009 0.7274429 0.3397133 1588.508716 203.971563 5 16
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1267 0.3937784 1247.9857343 999.627661 2.0653360 1982-1999 –> 2000-2009 0.7354896 0.3417112 1634.056625 1763.533259 8 20
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1267 0.4407927 1533.7866466 31.060779 1.7061050 1982-1999 –> 2000-2009 0.7371168 0.2963241 1766.229291 51.773043 16 20
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1465 0.4874714 2066.2153000 341.869144 1.9781484 2000-2009 –> 2010-2019 0.8378856 0.3504142 3018.553302 502.134229 3 4
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1465 0.4886787 2073.4634979 157.230127 2.0379950 2000-2009 –> 2010-2019 0.8409347 0.3522560 3039.085281 243.600662 4 6
N_Pacific (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1465 0.4899913 2081.3225765 606.293653 2.0859252 2000-2009 –> 2010-2019 0.8443308 0.3543395 3061.888585 969.939329 5 8
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1465 0.4632785 1917.0689862 382.476889 2.5306206 2000-2009 –> 2010-2019 0.8446891 0.3814106 3084.190341 606.154419 1 5
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1465 0.4723930 1974.1536606 168.475019 2.5558252 2000-2009 –> 2010-2019 0.8601225 0.3877296 3182.912696 283.700484 2 7
N_Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1465 0.4953405 2113.1360930 654.104972 2.1724878 2000-2009 –> 2010-2019 0.8838509 0.3885104 3326.993263 1041.887706 6 12
N_Pacific (27.25,27.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 1465 0.5078846 2184.4116801 136.920324 2.1816347 2000-2009 –> 2010-2019 0.8966280 0.3887434 3397.788226 223.542138 7 14
N_Pacific (27.25,27.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1465 0.5129597 2213.5448732 53.969849 2.4246532 2000-2009 –> 2010-2019 0.9084327 0.3954730 3470.412547 81.059255 8 16
N_Pacific (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1465 0.5139316 2219.0912787 24.707628 2.4765511 2000-2009 –> 2010-2019 0.9112209 0.3972893 3487.569999 39.283989 9 18
N_Pacific (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1465 0.5152640 2226.6778158 237.480034 2.5287486 2000-2009 –> 2010-2019 0.9147886 0.3995246 3509.373797 383.012513 11 21
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1203 0.3394186 828.2323312 46.358528 2.9018646 1982-1999 –> 2000-2009 0.7007728 0.3613542 1232.847032 68.586749 1 2
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1203 0.3524563 918.9204263 49.329018 3.3208176 1982-1999 –> 2000-2009 0.7294034 0.3769471 1364.683110 88.736482 2 5
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1203 0.3577568 954.8344358 40.777524 3.0843739 1982-1999 –> 2000-2009 0.7296540 0.3718972 1387.460352 64.339607 7 9
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1203 0.3537311 927.6071372 981.646084 3.4063834 1982-1999 –> 2000-2009 0.7377020 0.3839708 1391.351492 1626.439588 3 7
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 1203 0.3537312 925.6077989 3.241932 3.4059204 1982-1999 –> 2000-2009 0.7399468 0.3862156 1393.029682 6.529166 4 11
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1203 0.3590042 963.2086447 66.831574 3.3739362 1982-1999 –> 2000-2009 0.7446683 0.3856641 1431.238820 120.718234 8 13
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 1203 0.3602002 969.2108769 3.569253 3.2856532 1982-1999 –> 2000-2009 0.7462356 0.3860354 1436.178388 7.440977 9 15
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1203 0.3553469 938.5723783 245.317131 2.1274436 1982-1999 –> 2000-2009 0.7708233 0.4154764 1479.125509 394.416531 5 13
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1203 0.3562480 944.6658780 112.194532 2.1867122 1982-1999 –> 2000-2009 0.7722326 0.4159846 1486.409751 178.627488 6 15
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 1203 0.3772241 1080.3183510 3.279600 2.1382268 1982-1999 –> 2000-2009 0.7943649 0.4171408 1622.765682 7.303020 10 20
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1363 0.3328235 883.0364073 64.056184 1.6709543 2000-2009 –> 2010-2019 0.6722421 0.3394186 1711.268739 110.414711 5 6
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1363 0.3250586 818.6840541 709.238808 1.6548950 2000-2009 –> 2010-2019 0.6804055 0.3553469 1757.256432 954.555939 1 5
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1363 0.3270201 835.0848866 318.920389 1.6680900 2000-2009 –> 2010-2019 0.6832682 0.3562480 1779.750765 431.114921 3 8
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1363 0.3528452 1042.2815504 66.237654 1.7848853 2000-2009 –> 2010-2019 0.7106020 0.3577568 1997.115986 107.015178 11 17
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + temp + aou + nitrate 1363 0.3441560 972.3104975 4.936753 1.8652068 2000-2009 –> 2010-2019 0.7213800 0.3772241 2052.628849 8.216353 9 18
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1363 0.3695973 1168.7258436 115.080412 1.8759226 2000-2009 –> 2010-2019 0.7220536 0.3524563 2087.646270 164.409430 12 14
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 1363 0.3796764 1240.0697219 5.549719 1.8524517 2000-2009 –> 2010-2019 0.7334076 0.3537312 2165.677521 8.791652 15 18
N_Pacific (27.5,27.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1363 0.3263615 829.5887307 270.557340 1.3743734 2000-2009 –> 2010-2019 0.7346016 0.4082401 2102.020144 495.462707 2 13
N_Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1363 0.3763363 1217.9824927 141.762891 1.9027794 2000-2009 –> 2010-2019 0.7353405 0.3590042 2181.191137 208.594465 14 21
N_Pacific (27.5,27.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 1363 0.3804683 1245.7494875 6.880604 1.8832487 2000-2009 –> 2010-2019 0.7406685 0.3602002 2214.960364 10.449857 16 24
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 557 0.2203043 -90.5011016 91.870993 0.7430752 1982-1999 –> 2000-2009 0.5094927 0.2891884 -6.622495 243.168336 4 10
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 557 0.2186678 -98.8072281 67.217618 0.7267951 1982-1999 –> 2000-2009 0.5107281 0.2920603 -11.054940 179.551380 2 10
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 557 0.2238397 -72.7657409 87.854738 0.8429440 1982-1999 –> 2000-2009 0.5235381 0.2996984 25.106503 178.208300 5 15
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 557 0.2241100 -73.4214188 4.219653 0.8465904 1982-1999 –> 2000-2009 0.5248128 0.3007028 23.762420 7.472434 6 17
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 557 0.2530244 63.7613876 34.661386 1.0698037 1982-1999 –> 2000-2009 0.5305797 0.2775553 131.545140 91.411947 10 13
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 557 0.2182549 -100.9123110 103.833469 0.7165945 1982-1999 –> 2000-2009 0.5306888 0.3124339 13.273536 186.850709 1 18
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + silicate 557 0.2187822 -100.2242772 4.074353 0.7293645 1982-1999 –> 2000-2009 0.5356016 0.3168194 17.425620 7.103282 3 23
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 557 0.2445287 25.7145896 281.301545 0.7949113 1982-1999 –> 2000-2009 0.5484326 0.3039039 129.049407 584.370783 7 19
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 557 0.2446955 26.4742675 147.097448 0.7947548 1982-1999 –> 2000-2009 0.5486112 0.3039158 129.824333 305.662369 8 21
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 557 0.2818886 184.1024191 474.460018 1.3014135 1982-1999 –> 2000-2009 0.5588699 0.2769813 251.074662 735.878251 12 14
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 623 0.1966802 -244.2184173 206.715268 0.7155725 2000-2009 –> 2010-2019 0.4149351 0.2182549 -345.130728 310.548737 1 2
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 623 0.2047551 -194.0849203 197.367172 0.7076962 2000-2009 –> 2010-2019 0.4234228 0.2186678 -292.892148 264.584790 6 8
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + aou + nitrate + silicate 623 0.2063494 -186.4205025 4.805443 0.6707907 2000-2009 –> 2010-2019 0.4251316 0.2187822 -286.644780 8.879796 7 10
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 623 0.2024321 -208.3017519 205.542107 0.7517183 2000-2009 –> 2010-2019 0.4262718 0.2238397 -281.067493 293.396845 5 10
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 623 0.2084663 -171.7028541 260.282222 0.7891466 2000-2009 –> 2010-2019 0.4287706 0.2203043 -262.203956 352.153215 9 13
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 623 0.2084748 -173.6525125 5.261307 0.7971627 2000-2009 –> 2010-2019 0.4325847 0.2241100 -247.073931 9.480960 10 16
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 623 0.1994139 -227.0190235 589.022546 0.8534017 2000-2009 –> 2010-2019 0.4439426 0.2445287 -201.304434 870.324091 2 9
N_Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 623 0.1996982 -225.2439667 296.982930 0.8534265 2000-2009 –> 2010-2019 0.4443937 0.2446955 -198.769699 444.080379 3 11
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + aou + nitrate 623 0.1997015 -227.2234674 2.548362 0.8559522 2000-2009 –> 2010-2019 0.4450593 0.2453579 -199.737651 5.445431 4 13
N_Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + nitrate + phosphate 623 0.2067689 -183.8899758 2.575001 0.7684618 2000-2009 –> 2010-2019 0.4701496 0.2633807 -77.440825 5.349326 8 19
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 611 0.2024145 -204.1257340 729.480846 0.7536025 1982-1999 –> 2000-2009 0.5096417 0.3072271 -91.274731 1100.979921 3 4
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 611 0.2024341 -204.0075685 191.637267 0.7531263 1982-1999 –> 2000-2009 0.5102317 0.3077976 -90.388558 237.978240 4 7
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 611 0.2025231 -203.4708131 123.270431 0.7550569 1982-1999 –> 2000-2009 0.5102683 0.3077453 -89.922192 154.845465 5 7
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + aou + silicate + phosphate 611 0.2168819 -121.7645662 490.720567 1.1314857 1982-1999 –> 2000-2009 0.5451719 0.3282900 16.538826 861.764129 21 25
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 611 0.2055933 -185.0842278 369.419746 0.6699558 1982-1999 –> 2000-2009 0.5529237 0.3473304 -21.439900 443.208511 8 16
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 611 0.2057200 -184.3315795 237.844336 0.6710318 1982-1999 –> 2000-2009 0.5529302 0.3472103 -20.830476 288.108075 9 16
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 611 0.2623539 112.8325189 46.483162 1.8923003 1982-1999 –> 2000-2009 0.5936031 0.3312492 256.850999 72.612414 27 32
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 611 0.2027213 -202.2754398 66.987200 0.7375175 1982-1999 –> 2000-2009 0.6015345 0.3988132 18.590624 96.546243 6 18
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 611 0.2088157 -166.0796182 83.535371 0.9099507 1982-1999 –> 2000-2009 0.6035826 0.3947669 50.564608 122.334883 17 27
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 611 0.1994353 -222.2456639 63.436565 0.6786497 1982-1999 –> 2000-2009 0.6046977 0.4052624 5.261595 88.556988 2 20
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 681 0.1710715 -458.2534297 78.360971 0.5154270 2000-2009 –> 2010-2019 0.3674955 0.1964240 -699.090817 147.710021 2 3
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 681 0.1700594 -466.3355079 67.921324 0.5388865 2000-2009 –> 2010-2019 0.3694946 0.1994353 -688.581172 131.357889 1 3
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 681 0.1719865 -450.9881186 361.088744 0.6114589 2000-2009 –> 2010-2019 0.3744206 0.2024341 -654.995687 552.726011 3 6
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 681 0.1720993 -450.0944751 220.771898 0.6128522 2000-2009 –> 2010-2019 0.3746224 0.2025231 -653.565288 344.042330 4 8
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + silicate + phosphate 681 0.1731849 -443.5303406 31.367430 0.5488797 2000-2009 –> 2010-2019 0.3763733 0.2031884 -644.992913 73.079789 5 11
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 681 0.1743098 -432.7123304 76.748456 0.7238398 2000-2009 –> 2010-2019 0.3770311 0.2027213 -634.987770 143.735656 12 17
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 681 0.1732877 -440.7222440 639.921829 0.5267952 2000-2009 –> 2010-2019 0.3788810 0.2055933 -625.806472 1009.341574 6 13
N_Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 681 0.1734384 -439.5381153 391.756526 0.5274072 2000-2009 –> 2010-2019 0.3791584 0.2057200 -623.869695 629.600863 7 15
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 681 0.1741903 -435.6464120 33.097957 0.5512853 2000-2009 –> 2010-2019 0.3804715 0.2062812 -618.648807 63.424542 8 18
N_Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 681 0.1741959 -435.6029169 411.859706 0.5517942 2000-2009 –> 2010-2019 0.3804874 0.2062916 -618.543869 829.411304 9 20
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1053 0.1650392 -791.8260299 32.567023 0.7937689 1982-1999 –> 2000-2009 0.3421720 0.1771328 -1005.525447 58.756176 2 5
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1053 0.1649964 -792.3727010 31.167127 0.7954381 1982-1999 –> 2000-2009 0.3421768 0.1771804 -1005.875999 56.934823 1 6
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1053 0.1654972 -785.9908077 216.172872 0.8058616 1982-1999 –> 2000-2009 0.3425647 0.1770675 -999.959231 400.449296 3 4
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1053 0.1655027 -785.9209952 161.750966 0.8061036 1982-1999 –> 2000-2009 0.3425908 0.1770881 -999.804609 302.263888 4 6
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1053 0.1655452 -787.3794073 9.316093 0.8062060 1982-1999 –> 2000-2009 0.3427299 0.1771847 -1002.864959 19.460408 5 11
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1053 0.1656709 -785.7807212 9.220529 0.8052095 1982-1999 –> 2000-2009 0.3428287 0.1771578 -1001.377289 19.192545 6 10
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1053 0.1791319 -619.2619681 112.052331 0.8498265 1982-1999 –> 2000-2009 0.3608685 0.1817366 -814.230653 255.797280 7 14
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1053 0.1791476 -619.0777802 83.861504 0.8502782 1982-1999 –> 2000-2009 0.3609159 0.1817683 -813.919204 193.481358 8 16
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 1053 0.1817877 -590.2683913 7.606858 0.8705371 1982-1999 –> 2000-2009 0.3636215 0.1818338 -786.846711 14.120973 10 19
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 1053 0.1852040 -551.0577469 8.107782 0.8795577 1982-1999 –> 2000-2009 0.3677565 0.1825525 -744.756439 14.980377 12 22
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1127 0.1407876 -1206.6868688 27.922362 0.5727863 2000-2009 –> 2010-2019 0.3057840 0.1649964 -1999.059570 59.089489 1 2
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1127 0.1415688 -1194.2132753 28.732869 0.5707965 2000-2009 –> 2010-2019 0.3066081 0.1650392 -1986.039305 61.299892 2 4
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1127 0.1445433 -1147.3460362 202.293800 0.6570175 2000-2009 –> 2010-2019 0.3100459 0.1655027 -1933.267032 364.044766 3 7
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1127 0.1445499 -1147.2427476 276.445173 0.6570814 2000-2009 –> 2010-2019 0.3100471 0.1654972 -1933.233555 492.618045 4 7
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1127 0.1455529 -1133.6570369 9.430745 0.5652770 2000-2009 –> 2010-2019 0.3110981 0.1655452 -1921.036444 18.746838 5 10
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1127 0.1468505 -1113.6510917 9.281910 0.5700143 2000-2009 –> 2010-2019 0.3125215 0.1656709 -1899.431813 18.502439 7 13
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1127 0.1456331 -1130.4155578 28.910649 1.0017058 2000-2009 –> 2010-2019 0.3269910 0.1813579 -1723.668656 56.939070 6 15
N_Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1127 0.1494263 -1074.4582835 4.211481 0.9931859 2000-2009 –> 2010-2019 0.3324702 0.1830439 -1650.223150 8.748124 8 19
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1127 0.1665484 -827.9385099 140.614634 0.6663810 2000-2009 –> 2010-2019 0.3456803 0.1791319 -1447.200478 252.666965 10 17
N_Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1127 0.1665466 -827.9632510 102.895211 0.6656544 2000-2009 –> 2010-2019 0.3456942 0.1791476 -1447.041031 186.756715 9 17
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 500 0.1205441 -682.8010016 63.689209 0.5446255 1982-1999 –> 2000-2009 0.2322500 0.1117059 -879.042559 157.516923 1 3
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 500 0.1205648 -682.6292138 63.747310 0.5445636 1982-1999 –> 2000-2009 0.2322551 0.1116903 -878.908920 157.626060 2 3
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 500 0.1209050 -679.8114532 66.559473 0.5171511 1982-1999 –> 2000-2009 0.2347097 0.1138046 -870.990171 147.182855 3 6
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 500 0.1236990 -656.9656669 65.488548 0.4862673 1982-1999 –> 2000-2009 0.2420454 0.1183464 -837.500307 141.702090 4 9
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 500 0.1243735 -653.5274458 60.177114 0.4597025 1982-1999 –> 2000-2009 0.2422883 0.1179148 -837.055949 135.056310 5 9
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 500 0.1287459 -618.9756765 57.942842 0.4156436 1982-1999 –> 2000-2009 0.2526201 0.1238742 -789.093390 127.512739 6 12
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 500 0.1394257 -537.2850552 43.667662 0.5598241 1982-1999 –> 2000-2009 0.2917854 0.1523597 -649.104845 83.540606 7 14
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 500 0.1394834 -536.8709400 53.654979 0.5605220 1982-1999 –> 2000-2009 0.2918818 0.1523984 -648.621630 101.746680 9 17
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 500 0.1394267 -539.2777636 36.410325 0.5582629 1982-1999 –> 2000-2009 0.2920721 0.1526454 -652.587852 72.206366 8 19
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 500 0.1394842 -538.8652350 44.748252 0.5591391 1982-1999 –> 2000-2009 0.2921667 0.1526825 -652.109303 87.925214 10 23
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 662 0.0872747 -1336.1566664 380.981446 0.3553005 2000-2009 –> 2010-2019 0.2081798 0.1209050 -2015.968120 447.540919 1 4
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 662 0.0895473 -1302.1218314 352.005233 0.3703104 2000-2009 –> 2010-2019 0.2132463 0.1236990 -1959.087498 417.493781 2 6
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 662 0.0987394 -1172.7438559 376.113246 0.3990447 2000-2009 –> 2010-2019 0.2192836 0.1205441 -1855.544858 439.802455 7 8
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 662 0.0987607 -1172.4584973 376.607531 0.3990673 2000-2009 –> 2010-2019 0.2193255 0.1205648 -1855.087711 440.354841 8 10
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 662 0.0987631 -1174.4267357 370.796579 0.3983519 2000-2009 –> 2010-2019 0.2231366 0.1243735 -1827.954182 430.973693 9 14
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 662 0.0994533 -1165.2057939 346.135491 0.4134658 2000-2009 –> 2010-2019 0.2281993 0.1287459 -1784.181470 404.078332 10 16
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 662 0.0946432 -1228.8425698 41.211902 0.3812313 2000-2009 –> 2010-2019 0.2340689 0.1394257 -1766.127625 84.879564 3 10
N_Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 662 0.0946607 -1228.5970937 52.750734 0.3811754 2000-2009 –> 2010-2019 0.2341442 0.1394834 -1765.468034 106.405714 4 13
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 662 0.0946722 -1230.4363369 23.294285 0.3822790 2000-2009 –> 2010-2019 0.2346822 0.1400100 -1765.539324 34.656049 5 16
N_Pacific (28.05,28.1] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 662 0.0951950 -1223.1448976 23.169032 0.3890226 2000-2009 –> 2010-2019 0.2362641 0.1410691 -1750.711904 34.429291 6 19
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1281 0.1937934 -554.8261593 362.208012 0.9939499 1982-1999 –> 2000-2009 0.3854499 0.1916565 -703.072187 1211.679104 1 2
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1281 0.2841393 425.5800087 424.512486 1.3416197 1982-1999 –> 2000-2009 0.5232868 0.2391475 431.411576 1422.781670 2 4
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1281 0.2957366 526.0716605 361.974983 1.2817022 1982-1999 –> 2000-2009 0.5527219 0.2569853 579.972330 1188.454441 8 11
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1281 0.2842785 426.8344991 33.170258 1.5075065 1982-1999 –> 2000-2009 0.5570925 0.2728140 524.336115 72.411274 3 7
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1281 0.2844713 428.5719972 37.120419 1.5097968 1982-1999 –> 2000-2009 0.5574146 0.2729432 526.403192 82.013365 4 9
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 1281 0.2872776 451.7216176 12.151970 1.6139251 1982-1999 –> 2000-2009 0.5607311 0.2734535 548.852851 29.106048 6 12
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1281 0.2871347 452.4471727 628.407358 1.5217506 1982-1999 –> 2000-2009 0.5621975 0.2750628 555.662290 1314.229585 5 13
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 1281 0.2893158 469.8350508 12.652310 1.6558662 1982-1999 –> 2000-2009 0.5637284 0.2744125 569.402859 28.480422 7 14
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1281 0.3150880 690.4584786 37.363323 2.1287336 1982-1999 –> 2000-2009 0.6028045 0.2877165 824.977102 80.554563 9 18
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 1281 0.3151755 689.1697898 18.540050 2.1338877 1982-1999 –> 2000-2009 0.6029261 0.2877505 821.770703 42.496093 10 20
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1644 0.1711532 -1124.4945295 777.568616 0.8529934 2000-2009 –> 2010-2019 0.3649466 0.1937934 -1679.320689 1139.776628 1 2
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1644 0.2125787 -411.8104120 24.333153 1.5479019 2000-2009 –> 2010-2019 0.4968572 0.2842785 15.024087 57.503411 2 4
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1644 0.2126681 -410.4282651 27.426251 1.5496464 2000-2009 –> 2010-2019 0.4971394 0.2844713 18.143732 64.546671 3 6
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 1644 0.2129859 -407.5190105 9.529405 1.5795932 2000-2009 –> 2010-2019 0.5002634 0.2872776 44.202607 21.681375 4 9
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1644 0.2143016 -385.2702810 469.880710 1.5661364 2000-2009 –> 2010-2019 0.5014363 0.2871347 67.176892 1098.288068 6 10
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 1644 0.2136909 -396.6523987 9.399545 1.6044409 2000-2009 –> 2010-2019 0.5030068 0.2893158 73.182652 22.051855 5 11
N_Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1644 0.2225115 -261.6585178 27.469512 1.7984822 2000-2009 –> 2010-2019 0.5375996 0.3150880 428.799961 64.832836 7 15
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 1644 0.2225576 -262.9775532 12.204875 1.8045620 2000-2009 –> 2010-2019 0.5377332 0.3151755 426.192237 30.744925 8 17
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1644 0.2539127 170.3953020 703.182736 1.3517537 2000-2009 –> 2010-2019 0.5496493 0.2957366 696.466963 1065.157718 10 17
N_Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 1644 0.2391783 -26.1657457 11.719331 2.0537162 2000-2009 –> 2010-2019 0.5735744 0.3343962 814.665971 29.720404 9 19
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 355 0.1041848 -584.2816567 505.226942 0.3847119 1982-1999 –> 2000-2009 0.1995856 0.0954008 -700.583798 918.340983 1 2
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 355 0.1053784 -576.1936365 220.473345 0.4077375 1982-1999 –> 2000-2009 0.2016573 0.0962788 -691.213196 469.490354 3 5
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 355 0.1053796 -578.1859095 200.262029 0.4081637 1982-1999 –> 2000-2009 0.2017025 0.0963229 -695.141380 428.604226 4 7
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 355 0.1041963 -586.2033396 330.355998 0.3821952 1982-1999 –> 2000-2009 0.2024437 0.0982474 -700.389270 554.134568 2 6
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 355 0.1053824 -578.1669000 99.539140 0.4093709 1982-1999 –> 2000-2009 0.2038555 0.0984731 -692.031583 219.562615 5 10
N_Pacific (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate_star 355 0.1053841 -580.1558369 88.058418 0.4099917 1982-1999 –> 2000-2009 0.2039011 0.0985170 -695.958051 205.979214 6 12
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 355 0.1369914 -389.9181480 303.597282 0.5310950 1982-1999 –> 2000-2009 0.2564371 0.1194458 -474.751759 676.642849 7 15
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 355 0.1369920 -389.9146779 732.974672 0.5310598 1982-1999 –> 2000-2009 0.2564376 0.1194455 -474.748579 1389.899827 8 15
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 355 0.1370795 -391.4614528 274.877181 0.5225362 1982-1999 –> 2000-2009 0.2565273 0.1194478 -478.292693 610.334262 11 20
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 355 0.1370174 -389.7830863 214.668587 0.5310772 1982-1999 –> 2000-2009 0.2565274 0.1195100 -474.541475 445.180032 9 19
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 765 0.1424131 -797.0295318 257.783427 1.7300646 2000-2009 –> 2010-2019 0.2465979 0.1041848 -1381.311188 763.010369 1 2
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 765 0.1424465 -798.6714270 214.399942 1.7189847 2000-2009 –> 2010-2019 0.2466428 0.1041963 -1384.874767 544.755940 2 4
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 765 0.1437452 -782.7845182 82.176720 1.7757218 2000-2009 –> 2010-2019 0.2491237 0.1053784 -1358.978155 302.650065 3 6
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 765 0.1437459 -784.7770656 53.497999 1.7739767 2000-2009 –> 2010-2019 0.2491284 0.1053824 -1362.943966 153.037139 4 9
N_Pacific (28.2,28.3] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 765 0.1439028 -783.1078719 73.616555 1.7787923 2000-2009 –> 2010-2019 0.2492824 0.1053796 -1361.293781 273.878583 5 9
N_Pacific (28.2,28.3] 3 cstar_tref ~ sal + nitrate + phosphate_star 765 0.1439056 -785.0784297 46.843282 1.7753391 2000-2009 –> 2010-2019 0.2492897 0.1053841 -1365.234267 134.901699 6 12
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 765 0.1850894 -396.0058844 360.935182 2.2320127 2000-2009 –> 2010-2019 0.3220815 0.1369920 -785.920562 1093.909854 9 17
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 765 0.1850909 -395.9932160 111.148326 2.2321305 2000-2009 –> 2010-2019 0.3220823 0.1369914 -785.911364 414.745607 10 17
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 765 0.1850735 -396.1375206 76.444350 2.2310676 2000-2009 –> 2010-2019 0.3220909 0.1370174 -785.920607 291.112937 8 17
N_Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 765 0.1850526 -396.3102913 147.722628 2.2296648 2000-2009 –> 2010-2019 0.3221047 0.1370521 -785.913993 347.649267 7 17
Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 3256 8.9888673 23554.3940493 107.662699 30.9656042 1982-1999 –> 2000-2009 18.8775475 9.8886802 33868.267972 303.880488 1 2
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 3256 8.9937247 23557.9120662 50.165886 28.5835399 1982-1999 –> 2000-2009 18.9719175 9.9781928 33896.801370 76.912988 2 6
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3256 9.0451210 23595.0201854 61.747180 29.4918129 1982-1999 –> 2000-2009 19.0084704 9.9633493 33929.776855 97.590519 5 7
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3256 9.0400270 23591.3517406 66.125518 29.4027763 1982-1999 –> 2000-2009 19.0114860 9.9714589 33928.366998 99.494367 4 7
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3256 9.0624373 23607.4750698 75.918922 29.7411780 1982-1999 –> 2000-2009 19.0709966 10.0085592 33954.799681 133.043061 7 12
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 3256 9.0570597 23601.6096922 30.168596 29.5557329 1982-1999 –> 2000-2009 19.0816623 10.0246026 33951.380573 56.352398 6 12
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 3256 9.0229931 23579.0697123 62.821009 35.5376539 1982-1999 –> 2000-2009 19.5697019 10.5467088 34071.782333 103.040253 3 11
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 3256 9.1304059 23656.1330550 23.339603 29.6164822 1982-1999 –> 2000-2009 19.6150039 10.4845980 34132.449144 39.022687 9 16
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate 3256 9.1527929 23670.0803476 56.536561 35.3793622 1982-1999 –> 2000-2009 19.7086637 10.5558709 34163.203465 83.335248 18 27
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 3256 9.1324231 23657.5715982 18.379304 38.0931731 1982-1999 –> 2000-2009 19.7097299 10.5773068 34158.326252 35.069615 11 23
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 4573 8.8272017 32910.1186734 51.679686 36.0174669 2000-2009 –> 2010-2019 17.8209264 8.9937247 56468.030739 101.845572 1 3
Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 4573 8.8733135 32957.7715138 166.784428 46.6374050 2000-2009 –> 2010-2019 17.8621808 8.9888673 56512.165563 274.447127 3 4
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 4573 8.8650569 32949.2571995 57.026137 37.5881936 2000-2009 –> 2010-2019 17.8880500 9.0229931 56528.326912 119.847146 2 5
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4573 9.0886238 33177.0487743 61.994824 46.7292602 2000-2009 –> 2010-2019 18.1286508 9.0400270 56768.400515 128.120342 4 8
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4573 9.0924957 33180.9443104 92.066557 43.5799595 2000-2009 –> 2010-2019 18.1376168 9.0451210 56775.964496 153.813737 5 10
Pacific (-Inf,26] 4 cstar_tref ~ sal + temp + aou + nitrate 4573 9.0927165 33179.1663630 45.184581 42.6335447 2000-2009 –> 2010-2019 18.1497762 9.0570597 56780.776055 75.353177 6 12
Pacific (-Inf,26] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 4573 9.1043032 33192.8135812 165.166641 59.1055687 2000-2009 –> 2010-2019 18.1993928 9.0950896 56823.709444 272.471283 7 15
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 4573 9.1504103 33239.0149362 91.753289 42.8436297 2000-2009 –> 2010-2019 18.2128477 9.0624373 56846.490006 167.672211 8 15
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 4573 9.2741973 33361.9128209 96.342467 51.2748363 2000-2009 –> 2010-2019 18.4050576 9.1308603 57018.369920 137.768398 11 21
Pacific (-Inf,26] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 4573 9.2736383 33361.3615737 34.219337 51.3143671 2000-2009 –> 2010-2019 18.4060614 9.1324231 57018.933172 52.598642 9 20
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1540 6.1013954 9954.5645585 14.446342 34.7310746 1982-1999 –> 2000-2009 11.2003431 5.0989478 15717.041131 36.474208 1 2
Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1540 6.1752246 9991.6100894 417.714551 35.3169693 1982-1999 –> 2000-2009 11.2840482 5.1088235 15757.735980 742.764195 2 4
Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1540 6.1756559 9991.8251864 119.027776 35.2059378 1982-1999 –> 2000-2009 11.2851002 5.1094443 15758.180225 197.806378 3 6
Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 1540 6.1756560 9989.8252070 12.545614 35.2069410 1982-1999 –> 2000-2009 11.2878088 5.1121528 15755.179747 25.843767 4 8
Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1540 6.2067008 10007.2694954 268.008454 34.7735743 1982-1999 –> 2000-2009 11.3286411 5.1219403 15778.231429 421.093075 5 10
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1540 6.3404640 10072.9426962 20.745382 30.8969301 1982-1999 –> 2000-2009 11.9083634 5.5678994 16001.356432 52.692498 6 13
Pacific (26,26.5] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 1540 6.4031427 10101.2405386 17.755806 31.3413870 1982-1999 –> 2000-2009 11.9710436 5.5679009 16027.654799 37.508155 7 15
Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1540 6.6065671 10199.5683042 46.179325 28.2720418 1982-1999 –> 2000-2009 12.0530229 5.4464559 16086.390549 90.997231 8 14
Pacific (26,26.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1540 6.6121675 10200.1781373 35.406478 27.8000991 1982-1999 –> 2000-2009 12.3268875 5.7147200 16175.679657 66.846198 9 20
Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1540 6.9156566 10340.3974443 266.667487 26.3091827 1982-1999 –> 2000-2009 12.5013426 5.5856861 16274.826422 543.057080 12 21
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1604 5.6977115 10148.0820526 14.107562 29.4875576 2000-2009 –> 2010-2019 11.7991068 6.1013954 20102.646611 28.553904 1 2
Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1604 5.7751375 10191.3819266 203.939648 29.4238215 2000-2009 –> 2010-2019 11.9503622 6.1752246 20182.992016 621.654199 2 4
Pacific (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1604 5.7766867 10192.2423619 54.098798 29.4242789 2000-2009 –> 2010-2019 11.9523426 6.1756559 20184.067548 173.126574 3 6
Pacific (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 1604 5.7780693 10191.0100651 12.046351 29.4334793 2000-2009 –> 2010-2019 11.9537252 6.1756560 20180.835272 24.591965 4 8
Pacific (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1604 5.8152093 10213.5643127 135.126024 29.2434536 2000-2009 –> 2010-2019 12.0219101 6.2067008 20220.833808 403.134478 5 10
Pacific (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1604 6.1938241 10415.9118067 17.340178 26.9834066 2000-2009 –> 2010-2019 12.5342881 6.3404640 20488.854503 38.085560 6 12
Pacific (26,26.5] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 1604 6.2689480 10452.5870427 14.578064 26.9442706 2000-2009 –> 2010-2019 12.6720906 6.4031427 20553.827581 32.333870 7 14
Pacific (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1604 6.7536041 10693.4795820 26.785028 23.7277149 2000-2009 –> 2010-2019 13.3601711 6.6065671 20893.047886 72.964353 8 16
Pacific (26,26.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1604 6.8254726 10725.4371671 22.243892 26.1049362 2000-2009 –> 2010-2019 13.4376401 6.6121675 20925.615304 57.650369 9 18
Pacific (26,26.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1604 7.0085312 10812.3419301 49.640000 27.1400131 2000-2009 –> 2010-2019 13.7670604 6.7585291 21081.952890 124.436040 10 20
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1133 5.1353607 6936.8308061 23.504496 18.7958235 1982-1999 –> 2000-2009 9.5612278 4.4258671 11031.423064 40.862154 2 3
Pacific (26.5,26.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1133 5.1371591 6937.6242298 84.828656 18.4752322 1982-1999 –> 2000-2009 9.5656422 4.4284831 11033.046098 161.998122 3 6
Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1133 5.1405532 6939.1208408 267.485136 18.3156596 1982-1999 –> 2000-2009 9.5685080 4.4279549 11034.375239 452.751211 4 6
Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1133 5.1316990 6935.2144897 49.312195 18.7745340 1982-1999 –> 2000-2009 9.5721110 4.4404120 11034.413217 92.981215 1 6
Pacific (26.5,26.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 1133 5.1456967 6939.3870092 17.425850 18.2720843 1982-1999 –> 2000-2009 9.5742288 4.4285321 11032.824436 34.763388 5 9
Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1133 5.1471666 6942.0342121 155.361289 18.8139910 1982-1999 –> 2000-2009 9.5933584 4.4461919 11043.059264 218.604399 6 14
Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1133 5.1498034 6943.1947563 348.738568 18.7613944 1982-1999 –> 2000-2009 9.5945093 4.4447059 11043.750501 475.581229 7 14
Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1133 5.1509534 6943.7007076 532.509147 18.8213025 1982-1999 –> 2000-2009 9.5952382 4.4442848 11044.123429 750.485076 8 14
Pacific (26.5,26.75] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 1133 5.1527414 6942.4871476 15.415218 19.0665380 1982-1999 –> 2000-2009 9.6011318 4.4483904 11042.206275 30.280273 11 20
Pacific (26.5,26.75] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 1133 5.1527073 6942.4721883 46.107163 19.2732893 1982-1999 –> 2000-2009 9.6580234 4.5053160 11060.044176 87.593584 10 20
Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1566 4.6281321 9256.8198000 30.221068 18.8856627 2000-2009 –> 2010-2019 9.7598311 5.1316990 16192.034290 79.533263 1 2
Pacific (26.5,26.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1566 4.6336384 9260.5438423 55.448838 18.8104000 2000-2009 –> 2010-2019 9.7707975 5.1371591 16198.168072 140.277494 4 7
Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1566 4.6291962 9257.5397836 88.476328 18.9361000 2000-2009 –> 2010-2019 9.7763627 5.1471666 16199.573996 243.837617 2 8
Pacific (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1566 4.6451858 9268.3393083 21.573014 18.7644663 2000-2009 –> 2010-2019 9.7805464 5.1353607 16205.170114 45.077509 9 11
Pacific (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1566 4.6343158 9261.0016846 211.556488 18.8923397 2000-2009 –> 2010-2019 9.7841192 5.1498034 16204.196441 560.295056 5 12
Pacific (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1566 4.6450548 9268.2510057 168.261691 18.6212938 2000-2009 –> 2010-2019 9.7856079 5.1405532 16207.371847 435.746826 8 12
Pacific (26.5,26.75] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 1566 4.6343278 9259.0098176 31.228675 18.9036490 2000-2009 –> 2010-2019 9.7870352 5.1527073 16201.482006 77.335837 6 16
Pacific (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1566 4.6393425 9264.3970114 335.774283 18.8689226 2000-2009 –> 2010-2019 9.7902958 5.1509534 16208.097719 868.283430 7 15
Pacific (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1566 4.6314358 9257.0547035 21.457546 19.1005839 2000-2009 –> 2010-2019 9.7921181 5.1606823 16203.031327 55.049696 3 16
Pacific (26.5,26.75] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 1566 4.6463171 9267.1020458 137.991716 18.4445683 2000-2009 –> 2010-2019 9.7988509 5.1525337 16209.497884 358.583434 10 19
Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1587 4.0798111 8980.5157843 99.452647 13.4080439 1982-1999 –> 2000-2009 7.7564316 3.6766205 13761.589562 164.791176 2 3
Pacific (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1587 4.0784314 8979.4422185 49.344702 13.1922863 1982-1999 –> 2000-2009 7.7658247 3.6873934 13765.642019 89.685640 1 3
Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1587 4.0812296 8981.6191416 24.475292 13.5434700 1982-1999 –> 2000-2009 7.7863157 3.7050861 13776.205226 45.255417 3 6
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1587 4.0920302 8990.0077683 22.853003 13.2843423 1982-1999 –> 2000-2009 7.8028906 3.7108604 13787.322169 36.842989 7 11
Pacific (26.75,27] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 1587 4.1357069 9021.7062761 15.449959 14.0772388 1982-1999 –> 2000-2009 7.8523542 3.7166472 13819.750702 27.914477 16 21
Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1587 4.0911701 8989.3405259 176.008320 13.7591018 1982-1999 –> 2000-2009 7.8849600 3.7937899 13825.377188 251.153003 5 11
Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1587 4.0904853 8988.8092451 56.224134 13.7636994 1982-1999 –> 2000-2009 7.8868587 3.7963733 13826.038542 83.218071 4 12
Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1587 4.0918444 8989.8636597 144.886164 13.7115424 1982-1999 –> 2000-2009 7.8872536 3.7954092 13826.647943 203.784950 6 13
Pacific (26.75,27] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 1587 4.1007864 8994.7923263 13.785493 12.9132292 1982-1999 –> 2000-2009 7.9997222 3.8989357 13876.725395 24.961791 10 24
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1587 4.0948724 8992.2115861 22.408538 14.1770174 1982-1999 –> 2000-2009 8.1427639 4.0478915 13941.831514 36.090675 8 30
Pacific (26.75,27] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2330 3.9937620 13079.1123365 35.738934 15.2591594 2000-2009 –> 2010-2019 8.0721934 4.0784314 22058.554555 85.083635 2 3
Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2330 3.9954248 13081.0521406 85.167660 15.2583034 2000-2009 –> 2010-2019 8.0752359 4.0798111 22061.567925 184.620306 4 6
Pacific (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2330 3.9843640 13068.1336330 21.473370 15.3292785 2000-2009 –> 2010-2019 8.0763942 4.0920302 22058.141401 44.326373 1 8
Pacific (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2330 4.0036221 13090.6031073 19.437368 15.5069200 2000-2009 –> 2010-2019 8.0848517 4.0812296 22072.222249 43.912660 12 15
Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2330 3.9945262 13080.0039251 39.969137 14.4156138 2000-2009 –> 2010-2019 8.0850115 4.0904853 22068.813170 96.193271 3 7
Pacific (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2330 3.9969775 13082.8626982 135.439110 14.3655462 2000-2009 –> 2010-2019 8.0881475 4.0911701 22072.203224 311.447430 6 11
Pacific (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2330 3.9965630 13082.3794502 95.915162 14.3480545 2000-2009 –> 2010-2019 8.0884074 4.0918444 22072.243110 240.801326 5 11
Pacific (26.75,27] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 2330 3.9975850 13081.5709878 14.080571 14.4605286 2000-2009 –> 2010-2019 8.0983715 4.1007864 22076.363314 27.866064 8 18
Pacific (26.75,27] 4 cstar_tref ~ nitrate + silicate + phosphate + phosphate_star 2330 3.9986854 13082.8535648 21.531588 14.6622925 2000-2009 –> 2010-2019 8.1051192 4.1064337 22082.013879 50.440545 9 20
Pacific (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 2330 3.9988384 13083.0317929 73.456145 14.7125550 2000-2009 –> 2010-2019 8.1303940 4.1315556 22101.550463 155.822707 10 23
Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2714 2.9270633 13545.6684282 22.719830 13.9350607 1982-1999 –> 2000-2009 5.4870847 2.5600214 20037.356535 44.231175 1 2
Pacific (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2714 2.9367305 13563.5658689 29.109210 13.9424478 1982-1999 –> 2000-2009 5.5287555 2.5920250 20089.369746 64.980861 2 4
Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2714 2.9778937 13639.1200933 17.534930 14.0690322 1982-1999 –> 2000-2009 5.6083953 2.6305016 20205.386622 30.417397 8 14
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2714 3.1493556 13942.9883194 19.511709 15.9826903 1982-1999 –> 2000-2009 5.7673391 2.6179835 20496.155928 33.838291 13 16
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2714 3.1501574 13944.3701716 33.206859 15.9779070 1982-1999 –> 2000-2009 5.7683554 2.6181979 20497.762684 73.024983 14 18
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2714 3.1530067 13949.2774400 19.582749 15.9807869 1982-1999 –> 2000-2009 5.7718629 2.6188562 20503.360239 35.978187 15 20
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2714 3.2071762 14041.7398840 26.103638 16.2996170 1982-1999 –> 2000-2009 5.9092313 2.7020552 20681.703869 45.517905 19 26
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2714 3.2055498 14038.9866363 37.569426 16.3022965 1982-1999 –> 2000-2009 5.9093743 2.7038245 20680.748126 77.025877 18 26
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2714 3.2051853 14038.3693969 22.258900 16.3068192 1982-1999 –> 2000-2009 5.9097707 2.7045854 20680.903519 37.940580 17 26
Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2714 2.9619890 13610.0519510 26.111971 11.9532072 1982-1999 –> 2000-2009 5.9150667 2.9530776 20493.957483 48.160435 6 30
Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 3788 2.8026315 18571.3917447 19.827122 12.6395883 2000-2009 –> 2010-2019 5.7296948 2.9270633 32117.060173 42.546952 3 4
Pacific (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 3788 2.7999203 18559.1623210 24.957497 12.7169808 2000-2009 –> 2010-2019 5.7366508 2.9367305 32122.728190 54.066707 1 3
Pacific (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 3788 2.8016757 18563.9094268 15.248084 12.8890691 2000-2009 –> 2010-2019 5.7795694 2.9778937 32203.029520 32.783014 2 10
Pacific (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 3788 2.8396542 18670.8154306 18.265070 14.2433273 2000-2009 –> 2010-2019 5.7944974 2.9548432 32267.756412 40.504830 4 7
Pacific (27,27.25] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 3788 2.8652901 18736.9033529 13.313193 13.9843891 2000-2009 –> 2010-2019 5.8274684 2.9621783 32345.302117 29.596570 5 12
Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 3788 2.8746018 18758.5342427 21.714329 14.9307553 2000-2009 –> 2010-2019 5.8354877 2.9608859 32366.564242 42.303752 6 10
Pacific (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 3788 2.8769742 18764.7825788 42.762040 14.8749101 2000-2009 –> 2010-2019 5.8384332 2.9614590 32373.863144 88.677078 7 12
Pacific (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 3788 2.8778080 18771.9290939 21.644130 14.8638137 2000-2009 –> 2010-2019 5.8397970 2.9619890 32381.981045 47.756101 8 14
Pacific (27,27.25] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 3788 2.9091491 18851.9904690 14.279203 16.0372986 2000-2009 –> 2010-2019 5.9427975 3.0336484 32589.798691 28.823819 11 20
Pacific (27,27.25] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 3788 2.8864165 18792.5578768 19.599798 15.4184104 2000-2009 –> 2010-2019 6.0132460 3.1268295 32694.582386 41.925584 9 20
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3444 1.7132359 13496.0370072 16.521119 9.0129867 1982-1999 –> 2000-2009 3.1521053 1.4388694 20773.148625 33.367161 1 5
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3444 1.7169009 13510.7564889 31.345190 9.0162174 1982-1999 –> 2000-2009 3.1547733 1.4378724 20785.044192 89.405454 2 5
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3444 1.7192705 13520.2563391 17.882375 9.0219607 1982-1999 –> 2000-2009 3.1567102 1.4374397 20793.318004 34.717368 3 5
Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 3444 1.7894496 13795.8314295 20.365133 9.4533095 1982-1999 –> 2000-2009 3.2285054 1.4390559 21073.471049 43.566211 4 9
Pacific (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 3444 1.8077771 13866.0194811 39.721164 9.4638519 1982-1999 –> 2000-2009 3.2446880 1.4369109 21137.582118 109.302479 5 6
Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 3444 1.8261047 13933.4995971 17.458887 10.0505544 1982-1999 –> 2000-2009 3.2652832 1.4391785 21209.486481 34.293879 6 12
Pacific (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 3444 1.8699204 14096.8192947 29.515730 10.2652732 1982-1999 –> 2000-2009 3.3094280 1.4395076 21373.737599 87.400124 10 17
Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 3444 1.8714020 14104.2749216 19.333227 9.5858310 1982-1999 –> 2000-2009 3.3375091 1.4661070 21457.786057 42.045330 11 19
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 3444 1.8509930 14028.7435097 13.464479 9.8279557 1982-1999 –> 2000-2009 3.4452881 1.5942951 21723.741828 21.766164 7 19
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 3444 1.8526787 14035.0136255 57.164245 9.8306410 1982-1999 –> 2000-2009 3.4459494 1.5932707 21727.393267 132.864043 8 19
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 4580 1.9428691 19095.2358815 21.359433 8.7466121 2000-2009 –> 2010-2019 3.6561050 1.7132359 32591.272889 37.880552 1 2
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 4580 1.9474108 19116.6234684 32.014656 8.7543306 2000-2009 –> 2010-2019 3.6643118 1.7169009 32627.379957 63.359846 2 4
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 4580 1.9508620 19132.8421371 21.354411 8.7701588 2000-2009 –> 2010-2019 3.6701325 1.7192705 32653.098476 39.236786 3 6
Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 4580 2.0035579 19376.9856844 22.064557 9.2161264 2000-2009 –> 2010-2019 3.7930074 1.7894496 33172.817114 42.429690 4 8
Pacific (27.25,27.5] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 4580 2.0139873 19424.5438996 45.537876 9.2476320 2000-2009 –> 2010-2019 3.8217644 1.8077771 33290.563381 85.259040 5 10
Pacific (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + phosphate 4580 2.0898390 19761.1942020 20.400967 10.1106647 2000-2009 –> 2010-2019 3.9159437 1.8261047 33694.693799 37.859854 9 15
Pacific (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 4580 2.0566835 19616.7047648 20.848888 9.3824190 2000-2009 –> 2010-2019 3.9280856 1.8714020 33720.979687 40.182115 6 17
Pacific (27.25,27.5] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 4580 2.0594844 19629.1706027 22.462235 9.1247679 2000-2009 –> 2010-2019 3.9458868 1.8864024 33788.436682 42.255515 7 19
Pacific (27.25,27.5] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 4580 2.0629257 19642.4637889 19.539677 9.1598188 2000-2009 –> 2010-2019 3.9538046 1.8908789 33816.056039 36.735588 8 21
Pacific (27.25,27.5] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 4580 2.1361542 19961.9821147 31.686224 10.3792845 2000-2009 –> 2010-2019 4.0060746 1.8699204 34058.801409 61.201954 10 20
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 3386 1.0314717 9832.8927934 16.341226 4.0811936 1982-1999 –> 2000-2009 1.7294524 0.6979807 13041.967086 28.631283 3 5
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 3386 1.0327860 9841.5167669 68.085689 4.1195702 1982-1999 –> 2000-2009 1.7315953 0.6988092 13054.168821 151.845987 4 7
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 3386 1.0335374 9846.4415242 16.331272 4.1442814 1982-1999 –> 2000-2009 1.7325684 0.6990310 13060.050558 32.450487 5 9
Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 3386 1.0549310 9985.1867753 15.711293 5.4191652 1982-1999 –> 2000-2009 1.7392033 0.6842723 13134.437189 34.513071 6 7
Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 3386 1.0219742 9770.2494669 40.618449 4.8644518 1982-1999 –> 2000-2009 1.7469128 0.7249386 13093.616562 100.793582 2 8
Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 3386 1.0178739 9743.0246617 35.266770 4.7136139 1982-1999 –> 2000-2009 1.7665728 0.7486989 13163.657584 60.000265 1 10
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 3386 1.0665901 10059.6205031 15.337381 5.1345087 1982-1999 –> 2000-2009 1.7936572 0.7270671 13391.829633 36.310810 8 16
Pacific (27.5,27.75] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 3386 1.0818802 10154.0111394 40.614677 5.2432487 1982-1999 –> 2000-2009 1.8068260 0.7249458 13475.408247 100.641008 10 17
Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + silicate + phosphate 3386 1.0603114 10017.6379828 14.115899 4.9491077 1982-1999 –> 2000-2009 1.8097862 0.7494748 13439.394681 29.611590 7 17
Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 3386 1.1642598 10650.9746403 8.100294 5.9165193 1982-1999 –> 2000-2009 1.8661690 0.7019093 13874.976671 18.023101 11 16
Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 4712 0.9449890 12852.8483942 39.947596 5.0962522 2000-2009 –> 2010-2019 1.9628629 1.0178739 22595.873056 75.214367 1 2
Pacific (27.5,27.75] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 4712 0.9466407 12869.3054776 34.177255 5.1542308 2000-2009 –> 2010-2019 1.9686149 1.0219742 22639.554944 74.795704 2 4
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 4712 0.9921312 13311.6274896 14.089793 4.6728491 2000-2009 –> 2010-2019 2.0236028 1.0314717 23144.520283 30.431019 6 9
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 4712 0.9590188 12991.7335551 17.546723 5.2504320 2000-2009 –> 2010-2019 2.0256089 1.0665901 23051.354058 32.884104 3 11
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 4712 0.9942474 13331.7080083 73.306476 4.6965943 2000-2009 –> 2010-2019 2.0270335 1.0327860 23173.224775 141.392164 7 11
Pacific (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 4712 0.9955618 13344.1582748 14.081537 4.7192428 2000-2009 –> 2010-2019 2.0290992 1.0335374 23190.599799 30.412810 8 13
Pacific (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 4712 0.9745655 13143.2808097 20.212794 5.5426677 2000-2009 –> 2010-2019 2.0294965 1.0549310 23128.467585 35.924087 5 11
Pacific (27.5,27.75] 4 cstar_tref ~ sal + nitrate + silicate + phosphate 4712 0.9606697 13005.9418872 15.525098 5.1487505 2000-2009 –> 2010-2019 2.0342875 1.0736179 23108.036819 28.415796 4 13
Pacific (27.5,27.75] 4 cstar_tref ~ sal + aou + silicate + phosphate 4712 1.0431723 13782.3952515 11.252371 5.6054110 2000-2009 –> 2010-2019 2.1034837 1.0603114 23800.033234 25.368270 9 16
Pacific (27.5,27.75] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 4712 1.0656122 13982.9672467 33.765833 5.8460613 2000-2009 –> 2010-2019 2.1474924 1.0818802 24136.978386 74.380510 11 21
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1451 0.7679531 3365.5543965 20.612463 4.7191158 1982-1999 –> 2000-2009 1.2290156 0.4610625 4197.055294 43.217598 1 2
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1451 0.7682996 3366.8635973 65.878088 4.7287950 1982-1999 –> 2000-2009 1.2295267 0.4612271 4198.817091 142.780418 2 4
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1451 0.7683776 3367.1579020 38.210180 4.7314332 1982-1999 –> 2000-2009 1.2296289 0.4612513 4199.178051 82.181195 3 6
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1451 0.7770360 3399.6761938 19.044104 4.8023494 1982-1999 –> 2000-2009 1.2462969 0.4692609 4253.526133 38.028205 4 8
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + silicate + phosphate 1451 0.7986576 3477.3234220 15.982555 5.0652783 1982-1999 –> 2000-2009 1.2830081 0.4843505 4369.305304 29.707765 7 12
Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1451 0.7772582 3400.5059533 25.503901 4.4692071 1982-1999 –> 2000-2009 1.2863261 0.5090679 4357.599568 52.166941 5 11
Pacific (27.75,27.85] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 1451 0.7782737 3402.2947780 17.447207 4.4217448 1982-1999 –> 2000-2009 1.2885189 0.5102453 4360.317586 38.609206 6 13
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1451 0.8367063 3614.3847452 21.633116 5.2186176 1982-1999 –> 2000-2009 1.3719548 0.5352485 4635.068152 39.118335 12 20
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1451 0.8375565 3617.3322154 101.608474 5.2311393 1982-1999 –> 2000-2009 1.3735549 0.5359984 4639.790899 182.274604 13 22
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1451 0.8376894 3617.7926012 46.514624 5.2335184 1982-1999 –> 2000-2009 1.3737847 0.5360953 4640.480422 81.609157 14 24
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2070 0.7302692 4587.0295270 17.685044 5.6766648 2000-2009 –> 2010-2019 1.4982223 0.7679531 7952.583923 38.297507 1 2
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2070 0.7309348 4590.8013737 63.813072 5.6877274 2000-2009 –> 2010-2019 1.4992345 0.7682996 7957.664971 129.691161 2 4
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2070 0.7311083 4591.7839442 33.057587 5.6923242 2000-2009 –> 2010-2019 1.4994859 0.7683776 7958.941846 71.267766 3 6
Pacific (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2070 0.7393959 4638.4492082 17.697675 5.7637886 2000-2009 –> 2010-2019 1.5164319 0.7770360 8038.125402 36.741779 4 8
Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2070 0.7416554 4651.0815293 26.278919 5.3760824 2000-2009 –> 2010-2019 1.5189136 0.7772582 8051.587483 51.782820 5 10
Pacific (27.75,27.85] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 2070 0.7429832 4656.4864162 14.871564 5.2929757 2000-2009 –> 2010-2019 1.5212568 0.7782737 8058.781194 32.318771 6 12
Pacific (27.75,27.85] 4 cstar_tref ~ sal + temp + silicate + phosphate 2070 0.7647015 4775.7686667 10.749301 6.2675427 2000-2009 –> 2010-2019 1.5633591 0.7986576 8253.092089 26.731856 7 14
Pacific (27.75,27.85] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 2070 0.7689060 4800.4693836 62.731355 5.1280162 2000-2009 –> 2010-2019 1.5713417 0.8024357 8293.488351 135.737696 8 16
Pacific (27.75,27.85] 4 cstar_tref ~ sal + silicate + phosphate + phosphate_star 2070 0.7765374 4839.3559760 48.501221 4.9038833 2000-2009 –> 2010-2019 1.5853961 0.8088587 8353.511401 100.925677 9 18
Pacific (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2070 0.7907318 4916.3485296 123.583577 4.9644439 2000-2009 –> 2010-2019 1.6084364 0.8177045 8464.068431 233.304283 13 23
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1960 0.8190008 4793.5316401 18.367903 4.6468462 1982-1999 –> 2000-2009 1.4196244 0.6006237 6445.823221 37.760343 1 2
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1960 0.8336925 4863.2277626 55.780210 4.8712245 1982-1999 –> 2000-2009 1.4421727 0.6084802 6538.937658 99.663178 2 4
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1960 0.8337015 4863.2699493 40.191228 4.8707583 1982-1999 –> 2000-2009 1.4421919 0.6084904 6539.010246 78.342058 3 6
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1960 0.8338251 4863.8512239 18.177703 4.8640464 1982-1999 –> 2000-2009 1.4426738 0.6088487 6540.652191 34.762781 4 8
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + silicate + phosphate 1960 0.8373307 4878.2969807 14.529906 4.9021865 1982-1999 –> 2000-2009 1.4471800 0.6098494 6556.057277 29.580463 7 12
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1960 0.8350917 4869.8012156 257.487533 4.6315014 1982-1999 –> 2000-2009 1.4499187 0.6148270 6564.209664 468.623271 5 11
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1960 0.8350970 4869.8259982 31.063698 4.6246624 1982-1999 –> 2000-2009 1.4501778 0.6150808 6564.978350 58.587028 6 13
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1960 0.8594273 4980.4022172 4.044833 5.0603009 1982-1999 –> 2000-2009 1.4940668 0.6346395 6729.963323 7.985115 8 16
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1960 0.8651175 5006.2703967 12.721619 5.1543170 1982-1999 –> 2000-2009 1.5023737 0.6372562 6763.246224 24.455807 11 20
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + aou + phosphate 1960 0.8651163 5006.2650870 48.250321 5.1542092 1982-1999 –> 2000-2009 1.5023749 0.6372586 6763.247717 87.747801 10 20
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2306 0.7381997 5158.2140805 14.196798 5.8833524 2000-2009 –> 2010-2019 1.5572005 0.8190008 9951.745721 32.564701 1 2
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2306 0.7423223 5183.8988372 51.503175 6.0397126 2000-2009 –> 2010-2019 1.5760148 0.8336925 10047.126600 107.283385 2 4
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2306 0.7423432 5184.0283768 34.086450 6.0395172 2000-2009 –> 2010-2019 1.5760447 0.8337015 10047.298326 74.277678 3 6
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2306 0.7427924 5186.8187385 14.762184 6.0292255 2000-2009 –> 2010-2019 1.5766176 0.8338251 10050.669963 32.939887 4 8
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + silicate + phosphate 2306 0.7435982 5189.8191297 10.003346 6.0730484 2000-2009 –> 2010-2019 1.5809289 0.8373307 10068.116110 24.533252 5 13
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2306 0.7500206 5231.4817592 60.047019 5.8920711 2000-2009 –> 2010-2019 1.5851124 0.8350917 10101.283143 114.778844 6 11
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2306 0.7500928 5231.9252770 260.539436 5.8913440 2000-2009 –> 2010-2019 1.5851845 0.8350917 10101.726493 518.026969 7 13
Pacific (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2306 0.7504043 5233.8403861 33.392741 5.8816036 2000-2009 –> 2010-2019 1.5855013 0.8350970 10103.666384 64.456440 8 15
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2306 0.7565543 5269.4841688 4.483473 6.1294930 2000-2009 –> 2010-2019 1.6159816 0.8594273 10249.886386 8.528306 9 18
Pacific (27.85,27.95] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2306 0.7576187 5275.9680994 13.666585 6.2065000 2000-2009 –> 2010-2019 1.6227361 0.8651175 10282.238496 26.388204 10 22
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2560 0.8869136 6664.5258840 15.760225 3.9213321 1982-1999 –> 2000-2009 1.3676685 0.4807548 8412.727709 29.662659 1 6
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2560 0.8951987 6712.1320231 232.629982 3.7770427 1982-1999 –> 2000-2009 1.3727151 0.4775164 8443.260737 415.794519 2 3
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2560 0.8954706 6713.6870324 27.506814 3.7799689 1982-1999 –> 2000-2009 1.3731184 0.4776478 8445.510685 51.306946 3 5
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2560 0.8962117 6717.9228714 18.932844 3.7833382 1982-1999 –> 2000-2009 1.3745662 0.4783545 8453.481146 36.086342 4 7
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2560 0.9141675 6819.4889475 62.217360 3.8456974 1982-1999 –> 2000-2009 1.3947165 0.4805490 8566.608832 136.552422 6 10
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2560 0.9149093 6823.6419034 42.840694 3.8493373 1982-1999 –> 2000-2009 1.3961767 0.4812674 8574.535451 96.448154 9 15
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 2560 0.9141691 6817.4982163 219.340777 3.8998164 1982-1999 –> 2000-2009 1.3985694 0.4844002 8582.781582 389.821916 7 14
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2560 0.9143527 6818.5261294 12.321277 3.8971633 1982-1999 –> 2000-2009 1.3988544 0.4845017 8584.338519 19.582820 8 16
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2560 0.9150922 6822.6656224 8.533566 3.8940385 1982-1999 –> 2000-2009 1.4002876 0.4851953 8592.091788 13.766513 10 19
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + silicate + phosphate 2560 0.9125075 6808.1832455 12.578380 3.9759054 1982-1999 –> 2000-2009 1.4037083 0.4912008 8608.682811 24.358234 5 16
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2980 0.6585085 5980.9175322 13.589655 4.4790217 2000-2009 –> 2010-2019 1.5454221 0.8869136 12645.443416 29.349880 3 4
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2980 0.6575861 5972.5631319 222.423586 4.7137662 2000-2009 –> 2010-2019 1.5527847 0.8951987 12684.695155 455.053567 1 3
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2980 0.6577535 5974.0806209 27.617828 4.7120002 2000-2009 –> 2010-2019 1.5532241 0.8954706 12687.767653 55.124642 2 5
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2980 0.6586202 5981.9281347 18.571705 4.7073266 2000-2009 –> 2010-2019 1.5548319 0.8962117 12699.851006 37.504549 4 8
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2980 0.6619710 6012.1742341 969.930400 5.0103430 2000-2009 –> 2010-2019 1.5760005 0.9140295 12830.890141 1956.102893 5 11
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2980 0.6622596 6014.7718546 63.158711 4.9982561 2000-2009 –> 2010-2019 1.5764271 0.9141675 12834.260802 125.376071 6 13
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + silicate + phosphate 2980 0.6643581 6031.6268095 10.484235 4.6417270 2000-2009 –> 2010-2019 1.5768655 0.9125075 12839.810055 23.062615 10 15
Pacific (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2980 0.6631213 6022.5212330 42.480472 4.9948705 2000-2009 –> 2010-2019 1.5780306 0.9149093 12846.163136 85.321167 7 17
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + aou + phosphate 2980 0.6639093 6027.5993406 209.092333 4.7957235 2000-2009 –> 2010-2019 1.5780784 0.9141691 12845.097557 428.433110 8 16
Pacific (27.95,28.05] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2980 0.6640336 6028.7151166 13.200814 4.7939145 2000-2009 –> 2010-2019 1.5783863 0.9143527 12847.241246 25.522091 9 18
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1482 0.6068046 2739.0723517 93.501670 4.4111986 1982-1999 –> 2000-2009 1.2435571 0.6367524 4575.963298 227.455361 1 2
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1482 0.6069801 2739.9295645 76.524860 4.4121731 1982-1999 –> 2000-2009 1.2439419 0.6369617 4577.439609 192.478666 2 4
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1482 0.6075668 2742.7929348 42.138340 4.3286385 1982-1999 –> 2000-2009 1.2456675 0.6381007 4583.668726 84.165364 3 6
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 1482 0.6079321 2742.5742882 13.460134 4.2881331 1982-1999 –> 2000-2009 1.2460334 0.6381013 4581.452023 26.939384 4 8
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1482 0.6151489 2779.5531774 49.341380 4.5734742 1982-1999 –> 2000-2009 1.2725930 0.6574441 4676.692105 94.346633 5 10
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1482 0.6152559 2780.0687911 717.088294 4.5733200 1982-1999 –> 2000-2009 1.2728522 0.6575963 4677.643909 1513.354601 6 12
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1482 0.6153138 2780.3474721 40.372620 4.5744810 1982-1999 –> 2000-2009 1.2729700 0.6576562 4678.094106 79.320015 7 14
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1482 0.6255691 2829.3405600 39.879951 4.8190717 1982-1999 –> 2000-2009 1.2900883 0.6645193 4746.646104 79.160016 11 19
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + silicate 1482 0.6261667 2830.1710038 23.227559 4.8426772 1982-1999 –> 2000-2009 1.2906988 0.6645320 4745.512788 49.393680 12 21
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1482 0.6205220 2803.3299430 17.033350 4.7930117 1982-1999 –> 2000-2009 1.2928349 0.6723130 4740.603176 30.512723 8 19
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2196 0.4820690 3041.2762679 86.819593 2.4039862 2000-2009 –> 2010-2019 1.0888737 0.6068046 5780.348620 180.321263 5 6
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2196 0.4813832 3035.0234269 37.411413 2.3546750 2000-2009 –> 2010-2019 1.0889500 0.6075668 5777.816362 79.549753 2 5
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2196 0.4822928 3043.3144468 72.257508 2.4023608 2000-2009 –> 2010-2019 1.0892729 0.6069801 5783.244011 148.782368 6 8
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2196 0.4824665 3042.8964301 18.682558 2.4408395 2000-2009 –> 2010-2019 1.0903986 0.6079321 5785.470718 32.142692 7 11
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2196 0.4813393 3034.6232993 53.527366 2.2269418 2000-2009 –> 2010-2019 1.0964883 0.6151489 5814.176477 102.868745 1 6
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2196 0.4814031 3035.2047284 909.315008 2.2265091 2000-2009 –> 2010-2019 1.0966590 0.6152559 5815.273519 1626.403302 3 9
Pacific (28.05,28.1] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2196 0.4815592 3036.6285949 44.542424 2.2249574 2000-2009 –> 2010-2019 1.0968729 0.6153138 5816.976067 84.915044 4 11
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 2196 0.4859440 3074.4392956 25.266685 2.3082583 2000-2009 –> 2010-2019 1.1064660 0.6205220 5877.769239 42.300035 9 17
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate 2196 0.4860515 3075.4109064 622.016740 2.3078549 2000-2009 –> 2010-2019 1.1066973 0.6206457 5879.332065 1162.128442 10 19
Pacific (28.05,28.1] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2196 0.4861796 3076.5675978 25.235252 2.3063022 2000-2009 –> 2010-2019 1.1068670 0.6206875 5880.687981 42.255580 11 21
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 2588 0.7521936 5884.4999804 24.427104 5.8982191 1982-1999 –> 2000-2009 1.5292101 0.7770165 9029.774880 49.434331 2 3
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 2588 0.7525488 5886.9437554 29.167209 5.9020195 1982-1999 –> 2000-2009 1.5297402 0.7771914 9032.822524 58.413488 4 6
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 2588 0.7525416 5886.8941456 368.481502 5.9042090 1982-1999 –> 2000-2009 1.5298937 0.7773521 9033.327757 890.442239 3 6
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2588 0.7507545 5874.5879814 166.868831 5.8722115 1982-1999 –> 2000-2009 1.5304054 0.7796509 9028.947261 329.049941 1 8
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2588 0.7526478 5887.6247145 113.020041 5.6989945 1982-1999 –> 2000-2009 1.5318680 0.7792202 9040.500704 198.893319 6 10
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2588 0.7529950 5890.0115838 121.465391 5.7032210 1982-1999 –> 2000-2009 1.5324157 0.7794208 9043.578375 220.044957 8 13
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2588 0.7529983 5890.0341366 478.226451 5.7038725 1982-1999 –> 2000-2009 1.5325594 0.7795612 9044.084393 1066.317464 9 15
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate 2588 0.7529993 5888.0415502 117.435572 5.7044424 1982-1999 –> 2000-2009 1.5354229 0.7824235 9049.928750 207.745549 10 18
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + silicate + phosphate 2588 0.7525581 5885.0076040 18.934461 5.8950996 1982-1999 –> 2000-2009 1.5400205 0.7874624 9064.124556 31.276454 5 14
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 2588 0.7529796 5887.9060363 20.378924 5.7543020 1982-1999 –> 2000-2009 1.5593796 0.8064000 9130.806331 43.569909 7 23
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 3144 0.8093228 7606.0126439 19.234682 3.4713147 2000-2009 –> 2010-2019 1.5615164 0.7521936 13490.512624 43.661786 1 3
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 3144 0.8094910 7607.3189960 24.411110 3.4746830 2000-2009 –> 2010-2019 1.5620398 0.7525488 13494.262751 53.578319 2 6
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 3144 0.8097101 7609.0205301 354.897366 3.4735134 2000-2009 –> 2010-2019 1.5622517 0.7525416 13495.914676 723.378868 3 6
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 3144 0.8219141 7703.0867776 159.692633 3.2352422 2000-2009 –> 2010-2019 1.5726686 0.7507545 13577.674759 326.561465 4 5
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + silicate + phosphate 3144 0.8220142 7701.8526974 10.102986 3.2253391 2000-2009 –> 2010-2019 1.5745723 0.7525581 13586.860302 29.037447 5 10
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 3144 0.8346432 7799.7236683 108.708206 3.4013547 2000-2009 –> 2010-2019 1.5872910 0.7526478 13687.348383 221.728248 6 12
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 3144 0.8348603 7801.3589342 110.948029 3.4016469 2000-2009 –> 2010-2019 1.5878553 0.7529950 13691.370518 232.413421 7 15
Pacific (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 3144 0.8349992 7802.4049320 485.498532 3.4044310 2000-2009 –> 2010-2019 1.5879974 0.7529983 13692.439069 963.724983 8 17
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + nitrate + phosphate 3144 0.8378630 7821.9337062 109.027303 3.4661285 2000-2009 –> 2010-2019 1.5908623 0.7529993 13709.975256 226.462875 9 19
Pacific (28.1,28.2] 4 cstar_tref ~ sal + temp + aou + phosphate_star 3144 0.8391043 7831.2428135 13.826451 3.5541217 2000-2009 –> 2010-2019 1.5920839 0.7529796 13719.148850 34.205374 10 17
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1373 0.4566914 1758.2347906 503.146203 2.2449389 1982-1999 –> 2000-2009 0.7548911 0.2981997 2007.090897 1494.338121 1 2
Pacific (28.2,28.3] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1373 0.4675501 1822.7622283 287.211639 2.2199294 1982-1999 –> 2000-2009 0.8059803 0.3384301 2213.865284 877.922859 4 6
Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1373 0.4616454 1787.8621415 389.398502 2.3458392 1982-1999 –> 2000-2009 0.8347945 0.3731490 2288.735242 1144.319571 2 6
Pacific (28.2,28.3] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1373 0.4702360 1838.4916084 547.131689 2.7262442 1982-1999 –> 2000-2009 0.8567575 0.3865215 2378.940272 1443.692941 6 11
Pacific (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1373 0.4620591 1788.3218246 372.089501 2.3244684 1982-1999 –> 2000-2009 0.8671276 0.4050685 2379.450931 1074.635638 3 12
Pacific (28.2,28.3] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 1373 0.4700037 1835.1348653 315.643793 2.6389112 1982-1999 –> 2000-2009 0.8729009 0.4028972 2420.222845 1070.107811 5 13
Pacific (28.2,28.3] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1373 0.4749929 1864.1307362 498.507080 2.6176889 1982-1999 –> 2000-2009 0.8747007 0.3997077 2440.285301 1392.116513 8 14
Pacific (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1373 0.4822100 1907.5397804 548.161530 2.8521577 1982-1999 –> 2000-2009 0.8830299 0.4008199 2488.817521 1449.935300 9 16
Pacific (28.2,28.3] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1373 0.4866200 1930.5390723 498.410480 2.7475931 1982-1999 –> 2000-2009 0.9012886 0.4146686 2547.996247 1396.653994 10 20
Pacific (28.2,28.3] 3 cstar_tref ~ aou + nitrate + phosphate 1373 0.4717079 1843.0735850 277.029149 2.5797220 1982-1999 –> 2000-2009 0.9058038 0.4340959 2509.993942 978.829331 7 18
Pacific (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1543 0.3536620 1185.2141503 443.129503 1.6961306 2000-2009 –> 2010-2019 0.8202491 0.4665871 3002.314359 1045.514861 1 8
Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1543 0.3614908 1252.7813895 341.880652 1.7862270 2000-2009 –> 2010-2019 0.8231362 0.4616454 3040.643531 731.279154 3 8
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1543 0.3742900 1360.1569984 430.716189 1.7463051 2000-2009 –> 2010-2019 0.8235874 0.4492974 3073.569256 1002.998109 6 7
Pacific (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1543 0.3743990 1361.0555464 722.564397 1.7464829 2000-2009 –> 2010-2019 0.8240818 0.4496827 3076.821984 1680.584984 7 9
Pacific (28.2,28.3] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1543 0.3559016 1204.6943263 407.843949 1.6967550 2000-2009 –> 2010-2019 0.8261375 0.4702360 3043.185935 954.975638 2 12
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1543 0.3764152 1377.6293641 389.624831 1.7556390 2000-2009 –> 2010-2019 0.8276666 0.4512514 3102.958113 895.725294 12 15
Pacific (28.2,28.3] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 1543 0.3616820 1252.4133945 265.781885 1.8182418 2000-2009 –> 2010-2019 0.8316857 0.4700037 3087.548260 581.425678 4 13
Pacific (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1543 0.3751599 1365.3204803 336.961992 1.7420074 2000-2009 –> 2010-2019 0.8372190 0.4620591 3153.642305 709.051493 8 14
Pacific (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1543 0.3820846 1423.7624922 386.851174 1.7722555 2000-2009 –> 2010-2019 0.8387759 0.4566914 3181.997283 889.997377 14 18
Pacific (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1543 0.3628284 1264.1795804 405.283600 1.6845333 2000-2009 –> 2010-2019 0.8450384 0.4822100 3171.719361 953.445130 5 20
SO (-Inf,26] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 15 0.3334334 23.6187893 942.308893 0.6665396 1982-1999 –> 2000-2009 0.8076443 0.4742110 56.458185 1609.219053 2 3
SO (-Inf,26] 4 cstar_tref ~ temp + aou + silicate + phosphate_star 15 0.4673235 31.7461484 112.357566 1.0403741 1982-1999 –> 2000-2009 0.9558484 0.4885250 63.418216 664.946483 5 8
SO (-Inf,26] 4 cstar_tref ~ temp + silicate + phosphate + phosphate_star 15 0.4675930 31.7634446 332.593782 1.0484245 1982-1999 –> 2000-2009 0.9576296 0.4900366 63.522018 868.514211 6 10
SO (-Inf,26] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 15 0.4794255 32.5131500 314.311321 1.1031127 1982-1999 –> 2000-2009 0.9592469 0.4798215 63.681875 798.720653 7 9
SO (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate 15 0.5125143 34.5153555 532.407342 1.2756487 1982-1999 –> 2000-2009 1.0629120 0.5503977 69.526438 1223.317666 8 15
SO (-Inf,26] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 15 0.5288466 35.4564520 406.992933 1.3487765 1982-1999 –> 2000-2009 1.0933291 0.5644825 71.175044 794.141997 9 18
SO (-Inf,26] 4 cstar_tref ~ sal + temp + aou + phosphate_star 15 0.5375153 35.9442134 196.279532 1.3950561 1982-1999 –> 2000-2009 1.1043662 0.5668510 71.780044 582.936845 10 21
SO (-Inf,26] 4 cstar_tref ~ sal + temp + silicate + phosphate_star 15 0.6118949 39.8323144 856.314903 1.8143153 1982-1999 –> 2000-2009 1.1058704 0.4939755 71.815050 1198.965514 13 18
SO (-Inf,26] 4 cstar_tref ~ sal + temp + aou + silicate 15 0.3234671 20.7084167 201.622110 0.6311463 1982-1999 –> 2000-2009 1.1091041 0.7856370 65.683404 386.644328 1 28
SO (-Inf,26] 3 cstar_tref ~ temp + aou + phosphate 15 0.5618598 35.2730695 225.572610 1.6167896 1982-1999 –> 2000-2009 1.1122586 0.5503988 68.284208 266.221992 12 20
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 137 2.0980085 605.8200249 18.179747 5.7088093 1982-1999 –> 2000-2009 4.5658958 2.4678873 1218.973673 93.237668 2 3
SO (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 137 2.0970036 605.6887533 36.634445 5.6353783 1982-1999 –> 2000-2009 4.5899063 2.4929027 1221.444424 109.085399 1 4
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 137 2.1070593 606.9995224 15.341391 5.9084753 1982-1999 –> 2000-2009 4.6298040 2.5227446 1225.825304 90.556097 3 8
SO (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 137 2.1426903 611.5941987 54.832804 5.4128898 1982-1999 –> 2000-2009 4.6329791 2.4902887 1227.079196 125.292126 6 8
SO (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 137 2.1568561 611.3997059 9.674963 5.7470493 1982-1999 –> 2000-2009 4.6549989 2.4981429 1225.697129 80.116975 8 12
SO (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 137 2.1538703 613.0201389 51.507184 5.4372262 1982-1999 –> 2000-2009 4.6857964 2.5319262 1232.783207 125.492531 7 13
SO (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 137 2.1283632 609.7559459 60.219726 5.6823996 1982-1999 –> 2000-2009 4.7092695 2.5809062 1234.462360 166.543874 4 12
SO (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 137 2.1689433 612.9309439 36.607587 5.7926133 1982-1999 –> 2000-2009 4.7093140 2.5403707 1231.553071 102.445849 9 16
SO (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 137 2.1367202 608.8296902 9.656535 5.5890052 1982-1999 –> 2000-2009 4.7253431 2.5886229 1232.306352 75.589662 5 14
SO (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 137 2.1959626 618.3231709 351.318259 6.6157619 1982-1999 –> 2000-2009 4.8171226 2.6211601 1247.022495 644.793065 11 21
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 79 1.7117693 323.1216319 103.649744 3.9987893 2000-2009 –> 2010-2019 3.8097778 2.0980085 928.941657 121.829491 1 3
SO (26,26.5] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 79 1.7699135 328.3993386 79.143118 4.0027928 2000-2009 –> 2010-2019 3.8669171 2.0970036 934.088092 115.777563 2 3
SO (26,26.5] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 79 1.8115291 332.0713498 78.682135 4.1041654 2000-2009 –> 2010-2019 3.9185884 2.1070593 939.070872 94.023526 3 6
SO (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 79 1.9055563 340.0665761 173.659438 5.9996555 2000-2009 –> 2010-2019 4.0482466 2.1426903 951.660775 228.492243 4 10
SO (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 79 1.9057340 338.0813126 82.303441 5.9552638 2000-2009 –> 2010-2019 4.0625901 2.1568561 949.481019 91.978404 5 13
SO (26,26.5] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 79 1.9732575 345.5826336 329.132971 4.6085916 2000-2009 –> 2010-2019 4.1692201 2.1959626 963.905805 680.451229 6 17
SO (26,26.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 79 2.0154120 348.9224242 65.817531 6.7927014 2000-2009 –> 2010-2019 4.1692823 2.1538703 961.942563 117.324715 7 14
SO (26,26.5] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 79 2.0154519 346.9255511 64.432948 6.8130355 2000-2009 –> 2010-2019 4.1843952 2.1689433 959.856495 101.040535 8 17
SO (26,26.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 79 2.1010050 355.4939836 125.909362 7.4808378 2000-2009 –> 2010-2019 4.2293682 2.1283632 965.249930 186.129088 9 13
SO (26,26.5] 4 cstar_tref ~ temp + aou + nitrate + phosphate 79 2.1011474 353.5046928 63.372596 7.4472165 2000-2009 –> 2010-2019 4.2378675 2.1367202 962.334383 73.029130 10 15
SO (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 281 2.8935713 1408.5636644 17.297085 8.8265285 1982-1999 –> 2000-2009 5.6884309 2.7948596 2631.243542 61.910164 2 14
SO (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 281 2.9231983 1414.2886737 26.642288 8.9192917 1982-1999 –> 2000-2009 5.6979649 2.7747666 2633.404229 72.593555 3 14
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 281 3.1155769 1450.1083059 34.446453 10.7296287 1982-1999 –> 2000-2009 5.7458356 2.6302588 2642.802561 74.113797 7 14
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 281 3.1271162 1452.1859785 31.391734 10.8133644 1982-1999 –> 2000-2009 5.7485275 2.6214113 2643.215757 70.328308 8 14
SO (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 281 2.9340712 1416.3751605 40.503284 9.0310276 1982-1999 –> 2000-2009 5.7664906 2.8324195 2645.649650 113.170161 4 17
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 281 2.7008427 1369.8263275 25.055812 9.8282863 1982-1999 –> 2000-2009 5.7700439 3.0692012 2638.762129 43.728725 1 29
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 281 3.1549728 1457.1701423 27.516192 11.0706016 1982-1999 –> 2000-2009 5.8013934 2.6464206 2652.890537 74.822114 9 17
SO (26.5,26.75] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 281 3.0042231 1429.6541335 276.654393 9.4177571 1982-1999 –> 2000-2009 5.9005040 2.8962809 2669.942944 474.147918 6 20
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 281 3.4774854 1511.8693598 34.497530 13.7154594 1982-1999 –> 2000-2009 5.9721212 2.4946358 2678.411518 58.375312 24 25
SO (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 281 3.2897247 1480.6752462 654.394077 11.5873799 1982-1999 –> 2000-2009 6.0215330 2.7318082 2692.082968 1091.144092 16 26
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 176 2.3640784 816.3230370 25.534709 7.2928893 2000-2009 –> 2010-2019 5.0649211 2.7008427 2186.149365 50.590521 19 20
SO (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 176 2.2331261 796.2640202 245.633177 6.5473943 2000-2009 –> 2010-2019 5.1563244 2.9231983 2210.552694 272.275465 5 8
SO (26.5,26.75] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 176 2.2685867 801.8096374 222.467823 6.5643817 2000-2009 –> 2010-2019 5.1621580 2.8935713 2210.373302 239.764908 9 11
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 176 2.0355232 763.6513746 244.875057 8.5534427 2000-2009 –> 2010-2019 5.1626394 3.1271162 2215.837353 276.266791 1 9
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 176 2.0764919 770.6656806 247.097319 8.5098594 2000-2009 –> 2010-2019 5.1920688 3.1155769 2220.773986 281.543772 2 9
SO (26.5,26.75] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 176 2.2972438 806.2283004 296.845168 6.6120357 2000-2009 –> 2010-2019 5.2313149 2.9340712 2222.603461 337.348451 12 16
SO (26.5,26.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 176 2.0939187 773.6074853 247.109317 8.5220890 2000-2009 –> 2010-2019 5.2488915 3.1549728 2230.777628 274.625508 3 12
SO (26.5,26.75] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 176 2.3269265 810.7473694 365.529800 6.5632108 2000-2009 –> 2010-2019 5.3311496 3.0042231 2240.401503 642.184193 16 22
SO (26.5,26.75] 4 cstar_tref ~ temp + aou + nitrate + silicate 176 2.4020864 819.9372299 25.293006 7.0129005 2000-2009 –> 2010-2019 5.3618795 2.9597931 2239.217776 32.629313 24 29
SO (26.5,26.75] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 176 2.1576518 784.1615725 811.893440 8.6133588 2000-2009 –> 2010-2019 5.4473765 3.2897247 2264.836819 1466.287517 4 20
SO (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 637 2.1005148 2767.2681192 36.054454 8.8048749 1982-1999 –> 2000-2009 3.8990955 1.7985807 4747.085805 123.114360 2 10
SO (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 637 2.1082795 2771.9688918 36.175651 8.8486100 1982-1999 –> 2000-2009 3.9054507 1.7971712 4751.018244 130.396581 3 10
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 637 2.0179240 2716.1639465 45.034103 6.8877622 1982-1999 –> 2000-2009 3.9337267 1.9158027 4757.857683 70.828085 1 18
SO (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 637 2.1110584 2773.6470087 60.981298 8.8494521 1982-1999 –> 2000-2009 3.9354680 1.8244096 4767.438087 207.521580 4 16
SO (26.75,27] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 637 2.1294675 2784.7085504 567.404031 8.7754758 1982-1999 –> 2000-2009 3.9903225 1.8608550 4797.883631 928.381655 5 20
SO (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + silicate 637 2.1413256 2789.7832684 11.540509 8.4864910 1982-1999 –> 2000-2009 4.4083092 2.2669836 4994.424149 31.502530 6 35
SO (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 637 2.2701680 2866.2214644 66.290973 7.4403411 1982-1999 –> 2000-2009 4.4913996 2.2212317 5052.881841 222.007289 9 34
SO (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 637 2.2927522 2876.8328968 27.449255 6.4876535 1982-1999 –> 2000-2009 4.6248225 2.3320703 5109.213964 157.419975 11 47
SO (26.75,27] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 637 3.0894874 3258.8063048 45.116300 13.8463234 1982-1999 –> 2000-2009 4.6685468 1.5790594 5111.058824 75.638151 28 31
SO (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 637 2.2507192 2855.2599762 34.317209 6.9455822 1982-1999 –> 2000-2009 4.7325404 2.4818212 5150.632523 112.136299 7 48
SO (26.75,27] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 418 1.5650518 1574.6928285 64.137210 5.9036972 2000-2009 –> 2010-2019 3.5829758 2.0179240 4290.856775 109.171313 6 7
SO (26.75,27] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 418 1.5667246 1575.5859080 403.396282 5.6141695 2000-2009 –> 2010-2019 3.6672394 2.1005148 4342.854027 439.450737 8 10
SO (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 418 1.5658998 1575.1457081 585.840822 5.6401698 2000-2009 –> 2010-2019 3.6741793 2.1082795 4347.114600 622.016472 7 10
SO (26.75,27] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 418 1.5718222 1578.3015486 683.319015 5.5473091 2000-2009 –> 2010-2019 3.6828805 2.1110584 4351.948557 744.300312 9 13
SO (26.75,27] 4 cstar_tref ~ temp + aou + nitrate + silicate 418 1.6600508 1621.9576944 56.155020 5.7489890 2000-2009 –> 2010-2019 3.8013764 2.1413256 4411.740963 67.695529 16 21
SO (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 418 1.6490860 1618.4175551 614.402276 5.7797565 2000-2009 –> 2010-2019 3.9192540 2.2701680 4484.639020 680.693249 15 23
SO (26.75,27] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 418 1.6845073 1636.1841488 244.994605 6.1145354 2000-2009 –> 2010-2019 3.9352266 2.2507192 4491.444125 279.311814 21 27
SO (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 418 1.7091330 1646.3170773 244.878316 6.0473956 2000-2009 –> 2010-2019 3.9599601 2.2508271 4499.638113 255.616505 26 33
SO (26.75,27] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 418 1.6683207 1626.1120848 614.184781 5.7209961 2000-2009 –> 2010-2019 3.9610728 2.2927522 4502.944982 641.634036 17 27
SO (26.75,27] 4 cstar_tref ~ sal + aou + nitrate + silicate 418 1.6923744 1638.0794023 44.071497 6.1137334 2000-2009 –> 2010-2019 3.9630160 2.2706416 4502.566645 51.124367 23 32
SO (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1220 1.3763180 4255.5748375 30.379644 5.3173674 1982-1999 –> 2000-2009 2.7881573 1.4118394 7507.970201 77.699785 1 2
SO (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1220 1.4035989 4303.4665438 36.406920 5.0241235 1982-1999 –> 2000-2009 2.8394468 1.4358479 7586.820922 108.164915 3 7
SO (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1220 1.4049766 4305.8604342 32.404729 5.0743766 1982-1999 –> 2000-2009 2.8527252 1.4477486 7604.369355 113.938869 4 10
SO (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1220 1.4051117 4306.0949779 78.183359 5.0631301 1982-1999 –> 2000-2009 2.8794673 1.4743557 7638.039970 194.520348 5 13
SO (27,27.25] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1220 1.4087229 4312.3579543 665.454734 5.1027075 1982-1999 –> 2000-2009 2.9422350 1.5335121 7716.530327 1079.802762 7 18
SO (27,27.25] 4 cstar_tref ~ temp + aou + nitrate + silicate 1220 1.4056086 4304.9577211 29.754237 4.9578990 1982-1999 –> 2000-2009 3.1289196 1.7233110 7921.367218 59.555984 6 24
SO (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1220 1.4856927 4442.1599902 22.908252 5.9268363 1982-1999 –> 2000-2009 3.2644502 1.7787575 8118.711237 94.975692 14 34
SO (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1220 1.3956414 4289.5940015 30.032438 5.2278993 1982-1999 –> 2000-2009 3.2832259 1.8875845 8075.172241 107.719728 2 25
SO (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1220 1.8736194 5008.2178188 42.816143 9.9224276 1982-1999 –> 2000-2009 3.3388549 1.4652355 8328.770318 97.572972 18 25
SO (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1220 1.4383030 4363.0620860 68.233107 5.3342428 1982-1999 –> 2000-2009 3.3873956 1.9490926 8207.513378 221.425977 9 44
SO (27,27.25] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 623 1.2957116 2104.7862294 155.574124 8.0540240 2000-2009 –> 2010-2019 2.6993105 1.4035989 6408.252773 191.981044 3 6
SO (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 623 1.2973185 2106.3304716 292.591466 7.5426480 2000-2009 –> 2010-2019 2.7024301 1.4051117 6412.425449 370.774825 6 11
SO (27,27.25] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 623 1.2990682 2108.0098928 265.103527 8.6172556 2000-2009 –> 2010-2019 2.7040448 1.4049766 6413.870327 297.508256 7 11
SO (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 623 1.2659099 2075.7931615 275.839333 7.8816997 2000-2009 –> 2010-2019 2.7042129 1.4383030 6438.855247 344.072440 1 10
SO (27,27.25] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 623 1.2964708 2105.5160734 745.231995 7.7177665 2000-2009 –> 2010-2019 2.7051937 1.4087229 6417.874028 1410.686729 5 12
SO (27,27.25] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 623 1.3271993 2134.7037964 213.116738 10.4844739 2000-2009 –> 2010-2019 2.7228407 1.3956414 6424.297798 243.149176 11 13
SO (27,27.25] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 623 1.2751799 2084.8841461 177.655519 8.8715197 2000-2009 –> 2010-2019 2.7457560 1.4705761 6502.090405 197.421252 2 13
SO (27,27.25] 4 cstar_tref ~ aou + nitrate + silicate + phosphate 623 1.3001326 2107.0304167 262.295602 7.1102673 2000-2009 –> 2010-2019 2.7525106 1.4523780 6491.853786 296.122681 8 18
SO (27,27.25] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 623 1.3887506 2191.1893689 126.532186 10.5744635 2000-2009 –> 2010-2019 2.7650685 1.3763180 6446.764206 156.911831 47 48
SO (27,27.25] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 623 1.2960744 2105.1350390 178.599075 9.3673373 2000-2009 –> 2010-2019 2.7817671 1.4856927 6547.295029 201.507327 4 18
SO (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1819 1.2385621 5954.4526345 53.330439 9.1081237 1982-1999 –> 2000-2009 2.3120915 1.0735294 10858.272364 79.871184 5 6
SO (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1819 1.2295397 5927.8541469 69.316082 8.6942556 1982-1999 –> 2000-2009 2.3636766 1.1341369 11011.922115 109.047844 3 7
SO (27.25,27.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1819 1.2181151 5893.8928093 297.153952 8.7096648 1982-1999 –> 2000-2009 2.3644218 1.1463066 11012.990261 446.623875 2 7
SO (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1819 1.2341447 5941.4541563 58.573788 8.6141299 1982-1999 –> 2000-2009 2.3648847 1.1307400 11015.677364 92.032939 4 7
SO (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1819 1.2511217 5991.1578760 57.855102 8.6292825 1982-1999 –> 2000-2009 2.3727056 1.1215839 11038.696973 101.941702 7 9
SO (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 1819 1.2470917 5977.4203150 50.761545 9.2032427 1982-1999 –> 2000-2009 2.4049248 1.1578331 11127.354526 76.586121 6 12
SO (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1819 1.2540256 5999.5919898 51.592939 8.5672540 1982-1999 –> 2000-2009 2.4807875 1.2267619 11341.317087 81.594897 8 15
SO (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1819 1.2035942 5850.2642310 73.705535 7.5524369 1982-1999 –> 2000-2009 2.5136552 1.3100611 11407.602594 115.394469 1 10
SO (27.25,27.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1819 1.2915371 6104.8189670 51.399501 9.8553930 1982-1999 –> 2000-2009 2.5577788 1.2662417 11548.501933 81.230139 10 18
SO (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + silicate 1819 1.2614442 6019.0504218 27.395314 9.2060229 1982-1999 –> 2000-2009 2.5735316 1.3120873 11579.461077 44.135794 9 19
SO (27.25,27.5] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1361 1.6688809 5270.4319946 67.388989 11.7935353 2000-2009 –> 2010-2019 2.8869961 1.2181151 11164.324804 364.542941 1 3
SO (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1361 1.6836230 5294.3712189 50.398569 11.8210799 2000-2009 –> 2010-2019 2.8872172 1.2035942 11144.635450 124.104104 8 9
SO (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1361 1.6734458 5277.8673239 48.592533 11.8468814 2000-2009 –> 2010-2019 2.9029855 1.2295397 11205.721471 117.908616 2 5
SO (27.25,27.5] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1361 1.6738313 5278.4942241 78.893086 11.9797719 2000-2009 –> 2010-2019 2.9079760 1.2341447 11219.948380 137.466874 4 8
SO (27.25,27.5] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1361 1.6737957 5278.4362680 25.083608 11.9307261 2000-2009 –> 2010-2019 2.9123578 1.2385621 11232.888903 78.414047 3 8
SO (27.25,27.5] 4 cstar_tref ~ temp + aou + nitrate + silicate 1361 1.6738759 5276.5667485 16.333628 11.9512499 2000-2009 –> 2010-2019 2.9209675 1.2470917 11253.987064 67.095173 5 11
SO (27.25,27.5] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1361 1.6788906 5286.7092656 49.777350 12.2362313 2000-2009 –> 2010-2019 2.9329162 1.2540256 11286.301255 101.370289 6 14
SO (27.25,27.5] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1361 1.6843566 5295.5569265 31.662161 11.9995345 2000-2009 –> 2010-2019 2.9354783 1.2511217 11286.714803 89.517263 9 16
SO (27.25,27.5] 4 cstar_tref ~ sal + aou + nitrate + silicate 1361 1.6870868 5297.9655797 18.515577 12.0996082 2000-2009 –> 2010-2019 2.9485311 1.2614442 11317.016002 45.910892 10 19
SO (27.25,27.5] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1361 1.6788931 5284.7133742 34.874553 12.2358138 2000-2009 –> 2010-2019 2.9704302 1.2915371 11389.532341 86.274054 7 17
SO (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1686 1.3097282 5708.4924175 70.022600 12.2072845 1982-1999 –> 2000-2009 2.2991257 0.9893975 10071.259288 108.339876 3 4
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1686 1.3083781 5705.0148749 73.599756 12.1626874 1982-1999 –> 2000-2009 2.3103944 1.0020163 10106.917008 116.785803 2 7
SO (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1686 1.3066519 5700.5630200 113.683638 12.0725216 1982-1999 –> 2000-2009 2.3113658 1.0047139 10110.767484 186.672471 1 7
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1686 1.3099397 5707.0370730 59.793237 12.2904782 1982-1999 –> 2000-2009 2.3220603 1.0121206 10137.922637 96.832226 4 13
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1686 1.3299752 5760.2212737 26.894986 12.4246943 1982-1999 –> 2000-2009 2.3364124 1.0064372 10175.717715 43.475690 5 12
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1686 1.3521499 5815.9790804 60.694832 12.6920919 1982-1999 –> 2000-2009 2.3719708 1.0198209 10272.269552 96.634024 6 17
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1686 1.3860468 5899.4691367 27.571623 12.7492524 1982-1999 –> 2000-2009 2.3769887 0.9909419 10267.052596 50.248076 7 9
SO (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1686 1.3968273 5925.5947655 29.140335 12.4920894 1982-1999 –> 2000-2009 2.3885997 0.9917724 10295.765181 52.456732 8 11
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 1686 1.4016537 5935.2258159 11.089866 12.5821881 1982-1999 –> 2000-2009 2.3934279 0.9917742 10303.401578 20.746710 10 14
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1686 1.4009621 5933.5616664 9.434775 12.2060483 1982-1999 –> 2000-2009 2.4077206 1.0067585 10348.043952 16.821568 9 17
SO (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1836 1.7377736 7253.5068826 55.622400 14.9252622 2000-2009 –> 2010-2019 3.0475017 1.3097282 12961.999300 125.645001 2 5
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1836 1.7414669 7261.3028634 54.510865 15.0651286 2000-2009 –> 2010-2019 3.0498451 1.3083781 12966.317738 128.110622 5 7
SO (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1836 1.7437961 7266.2108154 76.383861 14.9973287 2000-2009 –> 2010-2019 3.0504480 1.3066519 12966.773836 190.067499 6 7
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1836 1.7488007 7274.7342109 52.256652 14.5862269 2000-2009 –> 2010-2019 3.0587405 1.3099397 12981.771284 112.049889 11 15
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1836 1.7445744 7267.8494066 22.861058 15.1399208 2000-2009 –> 2010-2019 3.0745496 1.3299752 13028.070680 49.756044 7 12
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1836 1.7487953 7276.7228642 46.702508 15.1847807 2000-2009 –> 2010-2019 3.1009452 1.3521499 13092.701945 107.397341 10 16
SO (27.5,27.75] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1836 1.7377787 7253.5177159 27.149556 14.9403563 2000-2009 –> 2010-2019 3.1238255 1.3860468 13152.986853 54.721179 3 10
SO (27.5,27.75] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1836 1.7373723 7252.6589053 36.567533 14.8388239 2000-2009 –> 2010-2019 3.1341996 1.3968273 13178.253671 65.707867 1 9
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + silicate 1836 1.7377800 7251.5204775 14.121628 14.9335370 2000-2009 –> 2010-2019 3.1394337 1.4016537 13186.746294 25.211493 4 14
SO (27.5,27.75] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 1836 1.7445761 7265.8528115 10.928808 15.1342323 2000-2009 –> 2010-2019 3.1455382 1.4009621 13199.414478 20.363583 8 17
SO (27.75,27.85] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 705 1.3283800 2415.0871738 306.331803 6.9149142 1982-1999 –> 2000-2009 2.6524106 1.3240306 4998.911228 396.110040 1 3
SO (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 705 1.3385730 2425.8651911 270.691242 6.4598315 1982-1999 –> 2000-2009 2.6586864 1.3201134 5005.209303 348.665953 2 3
SO (27.75,27.85] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 705 1.3390705 2424.3890674 267.586319 6.4546392 1982-1999 –> 2000-2009 2.6631704 1.3240999 5006.292274 328.269723 3 6
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 705 1.3881768 2477.1709281 58.835371 7.3905079 1982-1999 –> 2000-2009 2.7555088 1.3673320 5109.652456 100.207948 5 11
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 705 1.3923870 2481.4408444 21.687792 7.7001911 1982-1999 –> 2000-2009 2.7585777 1.3661907 5112.659807 50.685327 7 12
SO (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 705 1.3856340 2474.5857750 70.590649 7.6916608 1982-1999 –> 2000-2009 2.7611247 1.3754907 5116.062393 95.713731 4 12
SO (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 705 1.3892224 2476.2325556 58.824051 7.3905593 1982-1999 –> 2000-2009 2.7665611 1.3773387 5117.739219 75.800049 6 15
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 705 1.4093086 2498.4732345 170.174742 7.0980383 1982-1999 –> 2000-2009 2.7734157 1.3641071 5127.384460 227.497197 14 18
SO (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 705 1.4052727 2494.4295435 126.351497 7.5515374 1982-1999 –> 2000-2009 2.7847946 1.3795220 5140.330996 179.060236 12 22
SO (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate 705 1.4140989 2501.2577630 123.278861 7.1146712 1982-1999 –> 2000-2009 2.7937941 1.3796952 5145.349068 157.106781 17 28
SO (27.75,27.85] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 966 1.5015499 3540.7430958 156.156091 6.6695625 2000-2009 –> 2010-2019 2.8401230 1.3385730 5966.608287 426.847333 1 3
SO (27.75,27.85] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 966 1.5270867 3573.3242758 247.830862 7.0389651 2000-2009 –> 2010-2019 2.8554667 1.3283800 5988.411450 554.162665 2 3
SO (27.75,27.85] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 966 1.5271188 3571.3648906 149.937532 7.0506022 2000-2009 –> 2010-2019 2.8661893 1.3390705 5995.753958 417.523851 3 6
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 966 1.5293560 3576.1931062 40.352793 6.6402602 2000-2009 –> 2010-2019 2.9175327 1.3881768 6053.364034 99.188164 4 9
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 966 1.5415342 3591.5166052 29.731960 6.7199364 2000-2009 –> 2010-2019 2.9366622 1.3951281 6075.730511 52.354949 6 14
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 966 1.5445290 3595.2663304 23.844101 6.7636879 2000-2009 –> 2010-2019 2.9369159 1.3923870 6076.707175 45.531893 7 14
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 966 1.5373818 3586.3054187 60.843768 6.6525419 2000-2009 –> 2010-2019 2.9399534 1.4025716 6078.022175 173.255297 5 15
SO (27.75,27.85] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 966 1.5599703 3614.4855296 64.052906 6.9537106 2000-2009 –> 2010-2019 2.9456043 1.3856340 6089.071305 134.643555 13 17
SO (27.75,27.85] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 966 1.5641968 3617.7128545 35.905936 7.0975851 2000-2009 –> 2010-2019 2.9534192 1.3892224 6093.945410 94.729986 15 21
SO (27.75,27.85] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 966 1.5454039 3596.3604999 83.943081 6.6412645 2000-2009 –> 2010-2019 2.9547125 1.4093086 6094.833734 254.117823 8 22
SO (27.85,27.95] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1107 1.4013912 3902.6784036 146.582034 7.7762290 1982-1999 –> 2000-2009 2.8564677 1.4550765 7562.080348 266.943323 1 2
SO (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1107 1.4125525 3920.2419238 134.959475 8.3203468 1982-1999 –> 2000-2009 2.9000243 1.4874718 7624.387321 243.571378 2 4
SO (27.85,27.95] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1107 1.4134924 3919.7145970 121.627285 8.3053129 1982-1999 –> 2000-2009 2.9134181 1.4999257 7638.802085 209.320485 3 6
SO (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1107 1.4248851 3939.4877336 76.901429 8.2346634 1982-1999 –> 2000-2009 2.9528948 1.5280097 7698.269816 146.756360 4 8
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1107 1.4410272 3964.4284948 70.696255 8.9789000 1982-1999 –> 2000-2009 2.9900929 1.5490657 7751.020454 123.501051 5 13
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1107 1.4436021 3966.3810162 62.470930 8.9736797 1982-1999 –> 2000-2009 2.9975316 1.5539295 7757.343082 111.278792 8 17
SO (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1107 1.4680503 4005.5623716 73.825683 8.5395388 1982-1999 –> 2000-2009 3.0100045 1.5419542 7782.804297 146.687707 12 18
SO (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1107 1.4450964 3970.6716525 106.331891 8.6105928 1982-1999 –> 2000-2009 3.0113713 1.5662749 7779.713376 195.005142 9 19
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1107 1.4580811 3990.4764395 111.342728 9.2461311 1982-1999 –> 2000-2009 3.0481922 1.5901111 7830.209016 204.046540 10 25
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1107 1.4758023 4017.2226295 68.786727 9.0614825 1982-1999 –> 2000-2009 3.0529039 1.5771016 7840.262035 120.902477 14 25
SO (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1311 1.4639020 4733.7153767 183.725225 6.3414389 2000-2009 –> 2010-2019 2.8764545 1.4125525 8653.957301 318.684700 1 3
SO (27.85,27.95] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1311 1.4777466 4758.3960079 234.970691 5.7920477 2000-2009 –> 2010-2019 2.8791378 1.4013912 8661.074411 381.552725 2 3
SO (27.85,27.95] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1311 1.4778579 4756.5933931 166.576870 5.7668901 2000-2009 –> 2010-2019 2.8913503 1.4134924 8676.307990 288.204155 3 6
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1311 1.4995967 4796.8812556 80.511172 6.6315499 2000-2009 –> 2010-2019 2.9406239 1.4410272 8761.309750 151.207427 4 9
SO (27.85,27.95] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1311 1.5184252 4829.5974512 103.917756 6.3230203 2000-2009 –> 2010-2019 2.9433103 1.4248851 8769.085185 180.819185 6 10
SO (27.85,27.95] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 1311 1.5193966 4829.2743139 69.278072 6.4240102 2000-2009 –> 2010-2019 2.9629987 1.4436021 8795.655330 131.749002 7 15
SO (27.85,27.95] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1311 1.5153408 4824.2658189 120.071816 6.7317927 2000-2009 –> 2010-2019 2.9734219 1.4580811 8814.742258 231.414544 5 15
SO (27.85,27.95] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1311 1.5333466 4855.2377965 132.352544 6.5654106 2000-2009 –> 2010-2019 2.9784430 1.4450964 8825.909449 238.684436 10 19
SO (27.85,27.95] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1311 1.5409435 4868.1962013 36.324400 7.3432946 2000-2009 –> 2010-2019 2.9841479 1.4432044 8835.967225 97.478863 13 19
SO (27.85,27.95] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 1311 1.5337175 4853.8718307 111.988101 6.6239183 2000-2009 –> 2010-2019 2.9935231 1.4598056 8844.965202 213.388658 11 22
SO (27.95,28.05] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1832 1.7575808 7279.2606979 152.688452 9.0705948 1982-1999 –> 2000-2009 3.3949255 1.6373448 15411.673876 334.607405 1 2
SO (27.95,28.05] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1832 1.8087023 7384.3123923 81.833396 9.7473314 1982-1999 –> 2000-2009 3.5177357 1.7090334 15698.675434 209.691804 2 6
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1832 1.8336046 7434.4144235 94.808466 10.0051082 1982-1999 –> 2000-2009 3.5405803 1.7069757 15743.662255 209.594375 4 7
SO (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1832 1.8766237 7519.3845315 171.734826 8.1945055 1982-1999 –> 2000-2009 3.5460617 1.6694380 15734.217516 347.535520 9 11
SO (27.95,28.05] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1832 1.8309376 7429.0812883 75.550699 9.8531241 1982-1999 –> 2000-2009 3.5800619 1.7491242 15841.897567 187.280143 3 10
SO (27.95,28.05] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1832 1.8339735 7435.1515313 100.132134 10.1358474 1982-1999 –> 2000-2009 3.5963418 1.7623683 15879.996660 241.843806 5 14
SO (27.95,28.05] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 1832 1.8340604 7433.3250613 32.435812 10.1034808 1982-1999 –> 2000-2009 3.5965728 1.7625124 15876.517461 88.763250 6 16
SO (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1832 1.8875359 7540.6282650 93.466205 10.8225284 1982-1999 –> 2000-2009 3.6119004 1.7243645 15892.910710 252.447303 10 16
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 1832 1.8515912 7470.1809802 85.148105 9.8694867 1982-1999 –> 2000-2009 3.6195469 1.7679557 15928.466298 203.625429 7 18
SO (27.95,28.05] 4 cstar_tref ~ temp + aou + nitrate + silicate 1832 1.8576268 7480.1050752 26.842766 9.5941086 1982-1999 –> 2000-2009 3.6323436 1.7747168 15952.597177 67.351113 8 21
SO (27.95,28.05] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 2710 2.0707514 11649.9272550 177.811223 9.2217599 2000-2009 –> 2010-2019 3.8283321 1.7575808 18929.187953 330.499675 1 2
SO (27.95,28.05] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2710 2.1258565 11792.2741164 81.020623 10.5572989 2000-2009 –> 2010-2019 3.9345588 1.8087023 19176.586509 162.854019 2 4
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 2710 2.1629989 11886.1533103 55.698508 10.5497270 2000-2009 –> 2010-2019 3.9966035 1.8336046 19320.567734 150.506974 4 8
SO (27.95,28.05] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2710 2.1683841 11899.6305214 112.165264 10.7926167 2000-2009 –> 2010-2019 4.0023576 1.8339735 19334.782053 212.297397 5 10
SO (27.95,28.05] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 2710 2.1720534 11908.7945084 77.389879 10.1025122 2000-2009 –> 2010-2019 4.0029910 1.8309376 19337.875797 152.940578 6 9
SO (27.95,28.05] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 2710 2.1724901 11907.8840571 28.348426 10.2906920 2000-2009 –> 2010-2019 4.0065505 1.8340604 19341.209118 60.784237 8 14
SO (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 2710 2.1559272 11868.4040578 59.679766 12.1526915 2000-2009 –> 2010-2019 4.0434631 1.8875359 19409.032323 153.145971 3 13
SO (27.95,28.05] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 2710 2.1950151 11965.7909460 49.116536 8.0568496 2000-2009 –> 2010-2019 4.0466063 1.8515912 19435.971926 134.264641 9 16
SO (27.95,28.05] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 2710 2.1722742 11907.3454304 26.744214 12.3751048 2000-2009 –> 2010-2019 4.0665675 1.8942933 19459.067285 56.884671 7 18
SO (27.95,28.05] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2710 2.2042387 11988.5182099 166.398029 13.7134883 2000-2009 –> 2010-2019 4.0808624 1.8766237 19507.902741 338.132855 10 19
SO (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1017 1.2036880 3277.2046417 187.047890 4.2512827 1982-1999 –> 2000-2009 2.7469111 1.5432231 7408.152174 440.971533 2 3
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1017 1.2391851 3336.3203072 222.371021 4.4265954 1982-1999 –> 2000-2009 2.8330316 1.5938466 7538.987730 548.347059 7 12
SO (28.05,28.1] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1017 1.2012407 3273.0649468 207.094847 4.2012995 1982-1999 –> 2000-2009 2.9297758 1.7285351 7655.989826 458.690744 1 20
SO (28.05,28.1] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1017 1.2046837 3278.8863688 198.844114 4.1957408 1982-1999 –> 2000-2009 2.9342211 1.7295374 7663.099360 441.388511 3 23
SO (28.05,28.1] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1017 1.2078095 3282.1572833 187.029284 4.6986133 1982-1999 –> 2000-2009 2.9374877 1.7296782 7664.551143 415.345205 4 25
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1017 1.3110899 3451.0477940 164.518555 5.2262776 1982-1999 –> 2000-2009 2.9908802 1.6797903 7770.411656 255.217178 11 27
SO (28.05,28.1] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1017 1.2208255 3305.9594404 224.792578 4.2835669 1982-1999 –> 2000-2009 2.9974213 1.7765958 7749.822167 494.764433 5 33
SO (28.05,28.1] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1017 1.2258558 3314.3231533 222.445170 4.3283736 1982-1999 –> 2000-2009 3.0103876 1.7845318 7768.089420 493.954912 6 35
SO (28.05,28.1] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1017 1.3980588 3581.6832511 308.185788 5.0882483 1982-1999 –> 2000-2009 3.0148338 1.6167750 7816.087718 505.380478 23 30
SO (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 1017 1.2443318 3342.7506879 219.139534 4.4745315 1982-1999 –> 2000-2009 3.0412290 1.7968972 7809.860542 487.748200 8 39
SO (28.05,28.1] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1715 1.6621373 6623.7570252 140.287496 7.1150119 2000-2009 –> 2010-2019 2.8668210 1.2046837 9902.643394 339.131610 1 4
SO (28.05,28.1] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1715 1.6657365 6631.1761891 144.544838 6.8465031 2000-2009 –> 2010-2019 2.8669772 1.2012407 9904.241136 351.639685 2 3
SO (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1715 1.6659745 6631.6662225 145.339246 6.0459096 2000-2009 –> 2010-2019 2.8696625 1.2036880 9908.870864 332.387137 3 5
SO (28.05,28.1] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 1715 1.6672423 6632.2755986 133.450053 6.4992609 2000-2009 –> 2010-2019 2.8750519 1.2078095 9914.432882 320.479338 4 8
SO (28.05,28.1] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1715 1.6948392 6690.5856412 155.461415 6.3881708 2000-2009 –> 2010-2019 2.9156647 1.2208255 9996.545082 380.253994 5 10
SO (28.05,28.1] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1715 1.7036138 6708.2977359 152.751449 6.5358034 2000-2009 –> 2010-2019 2.9294696 1.2258558 10022.620889 375.196618 6 12
SO (28.05,28.1] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 1715 1.7196828 6740.4988334 156.128577 6.2769812 2000-2009 –> 2010-2019 2.9588678 1.2391851 10076.819141 378.499598 8 15
SO (28.05,28.1] 4 cstar_tref ~ temp + nitrate + silicate + phosphate 1715 1.7339535 6766.8451585 139.655203 7.7808543 2000-2009 –> 2010-2019 2.9782853 1.2443318 10109.595847 358.794738 9 17
SO (28.05,28.1] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1715 1.7175280 6736.1983703 104.773350 8.7911017 2000-2009 –> 2010-2019 2.9806439 1.2631159 10111.424342 316.806832 7 16
SO (28.05,28.1] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1715 1.7755873 6850.2292385 119.860319 9.9173454 2000-2009 –> 2010-2019 3.0807383 1.3051511 10292.042631 337.044882 10 20
SO (28.1,28.15] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 242 0.8286791 609.8118679 327.746880 2.2255050 1982-1999 –> 2000-2009 1.4735692 0.6448901 1051.206583 1211.226748 2 9
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 242 0.8187411 603.9723508 532.838410 2.1038524 1982-1999 –> 2000-2009 1.4782684 0.6595274 1055.152472 1070.569221 1 28
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 242 0.8393565 616.0083171 545.381890 2.1472339 1982-1999 –> 2000-2009 1.4840930 0.6447364 1057.299165 1090.504639 3 9
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 242 0.8567885 625.9572048 647.922446 2.2267802 1982-1999 –> 2000-2009 1.4854279 0.6286393 1056.224264 1238.517803 4 7
SO (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + silicate 242 0.8638611 627.9360914 70.221429 2.0709703 1982-1999 –> 2000-2009 1.5106848 0.6468238 1068.636193 240.645572 6 19
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 242 0.8684843 632.5194690 647.642396 2.2548231 1982-1999 –> 2000-2009 1.5137024 0.6452181 1074.135896 1235.942386 7 17
SO (28.1,28.15] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 242 0.8712256 632.0447411 157.584279 1.8557096 1982-1999 –> 2000-2009 1.5179532 0.6467277 1072.680066 664.289865 8 20
SO (28.1,28.15] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 242 0.9128752 654.6466760 326.321078 2.4322116 1982-1999 –> 2000-2009 1.5274963 0.6146211 1073.081192 1094.042082 16 17
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 242 0.8889565 643.7960858 661.580382 2.2689436 1982-1999 –> 2000-2009 1.5340991 0.6451426 1085.361485 1227.349072 9 17
SO (28.1,28.15] 4 cstar_tref ~ sal + aou + silicate + phosphate_star 242 0.8944322 644.7682261 258.944636 2.1668058 1982-1999 –> 2000-2009 1.5419763 0.6475441 1085.953593 650.692478 10 27
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 321 0.8630692 830.4173904 301.803676 2.5501755 2000-2009 –> 2010-2019 1.6818103 0.8187411 1434.389741 834.642086 1 2
SO (28.1,28.15] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 321 0.8658736 832.5000830 443.199411 2.6020529 2000-2009 –> 2010-2019 1.6951898 0.8293161 1442.683877 826.753690 2 5
SO (28.1,28.15] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 321 0.8703124 835.7827865 284.858511 2.8093757 2000-2009 –> 2010-2019 1.6989915 0.8286791 1445.594654 612.605391 5 7
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 321 0.8700380 835.5803343 304.885464 2.8814827 2000-2009 –> 2010-2019 1.7093946 0.8393565 1451.588651 850.267354 4 8
SO (28.1,28.15] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 321 0.8669293 831.2823190 108.988033 2.7794540 2000-2009 –> 2010-2019 1.7275865 0.8606572 1457.420002 249.062144 3 11
SO (28.1,28.15] 4 cstar_tref ~ sal + aou + nitrate + silicate 321 0.8703222 833.7900437 52.857033 2.8253557 2000-2009 –> 2010-2019 1.7341833 0.8638611 1461.726135 123.078463 6 15
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 321 0.8831826 845.2072115 345.773598 3.2088919 2000-2009 –> 2010-2019 1.7399712 0.8567885 1471.164416 993.696044 7 13
SO (28.1,28.15] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 321 0.9032564 859.6358222 512.411928 3.6275010 2000-2009 –> 2010-2019 1.7524530 0.8491965 1481.285187 986.563326 9 14
SO (28.1,28.15] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 321 0.8891099 849.5014251 337.941524 3.2926306 2000-2009 –> 2010-2019 1.7575942 0.8684843 1482.020894 985.583920 8 18
SO (28.1,28.15] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 321 0.9115037 865.4710725 524.949570 3.7185506 2000-2009 –> 2010-2019 1.7698886 0.8583848 1492.329190 1026.094852 12 19
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1535 0.8935655 4024.6568734 182.123445 5.3332624 1982-1999 –> 2000-2009 2.0276833 1.1341178 9124.117576 311.332150 2 3
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1535 0.8964211 4034.4521759 163.475454 5.3306779 1982-1999 –> 2000-2009 2.0587963 1.1623752 9214.930294 265.385716 5 9
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1535 0.9007423 4049.2156231 202.892882 5.3315052 1982-1999 –> 2000-2009 2.0596995 1.1589572 9219.999220 360.775651 10 13
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1535 0.9015084 4051.8256195 227.263274 5.3202992 1982-1999 –> 2000-2009 2.0916016 1.1900931 9309.883177 371.951366 12 18
SO (28.1,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 1535 0.9718097 4282.3539353 215.833150 5.1400377 1982-1999 –> 2000-2009 2.1183332 1.1465235 9417.628961 341.564105 17 19
SO (28.1,28.2] 4 cstar_tref ~ sal + nitrate + phosphate + phosphate_star 1535 0.9723700 4282.1233845 152.353153 5.0976269 1982-1999 –> 2000-2009 2.1429660 1.1705959 9483.801741 230.638253 18 23
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 1535 1.1221627 4723.9828317 124.826998 4.7783446 1982-1999 –> 2000-2009 2.3879332 1.2657704 10184.990252 163.875529 44 51
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1535 1.0315450 4465.4884784 117.567850 5.0440695 1982-1999 –> 2000-2009 2.4045273 1.3729823 10194.149495 147.850727 24 34
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1535 1.0314699 4465.2649376 116.872769 5.0929318 1982-1999 –> 2000-2009 2.4070387 1.3755688 10200.121735 141.319852 22 33
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1535 1.0435045 4500.8766451 163.619838 5.1897204 1982-1999 –> 2000-2009 2.4125180 1.3690134 10220.007785 209.856106 31 40
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 2322 1.1209123 7133.6302722 106.055820 8.1204246 2000-2009 –> 2010-2019 2.0144778 0.8935655 11158.287146 288.179265 1 3
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 2322 1.1252441 7151.5424856 110.472613 8.0263112 2000-2009 –> 2010-2019 2.0216652 0.8964211 11185.994662 273.948067 2 7
SO (28.1,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 2322 1.1288232 7166.2902252 149.455144 7.9778643 2000-2009 –> 2010-2019 2.0303316 0.9015084 11218.115845 376.718418 3 15
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 2322 1.1315144 7177.3487734 120.293459 7.9710631 2000-2009 –> 2010-2019 2.0322567 0.9007423 11226.564397 323.186341 4 14
SO (28.1,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 2322 1.1501751 7253.3119828 117.622782 8.2661283 2000-2009 –> 2010-2019 2.0471084 0.8969333 11289.517924 326.643443 5 12
SO (28.1,28.2] 4 cstar_tref ~ sal + aou + nitrate + phosphate 2322 1.1702956 7331.8492553 99.041402 8.5725533 2000-2009 –> 2010-2019 2.0727462 0.9024506 11384.881613 268.298369 6 20
SO (28.1,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 2322 1.2137945 7503.3319429 129.483947 8.6127675 2000-2009 –> 2010-2019 2.1048625 0.8910680 11519.396350 326.871344 7 8
SO (28.1,28.2] 4 cstar_tref ~ temp + aou + nitrate + phosphate_star 2322 1.2138217 7501.4359858 93.001409 8.6038495 2000-2009 –> 2010-2019 2.1074501 0.8936285 11524.309163 252.110785 8 11
SO (28.1,28.2] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 2322 1.2255832 7548.2183835 134.610179 8.4850686 2000-2009 –> 2010-2019 2.1197595 0.8941763 11574.972967 348.679983 9 13
SO (28.1,28.2] 4 cstar_tref ~ temp + nitrate + phosphate + phosphate_star 2322 1.2258055 7547.0605458 98.211968 8.4576266 2000-2009 –> 2010-2019 2.1222279 0.8964224 11579.517148 245.423068 10 16
SO (28.15,28.2] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 269 0.8749680 705.5293595 49.367075 2.4772921 1982-1999 –> 2000-2009 1.5462983 0.6713303 1103.216505 463.017025 3 10
SO (28.15,28.2] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 269 0.8798830 708.5430333 49.576474 2.4934647 1982-1999 –> 2000-2009 1.5484815 0.6685985 1104.697032 446.026047 4 8
SO (28.15,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 269 0.8837933 710.9286815 50.298907 2.4899488 1982-1999 –> 2000-2009 1.5533389 0.6695456 1107.614928 440.370736 5 10
SO (28.15,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 269 0.8577883 694.8608490 41.413138 2.5708652 1982-1999 –> 2000-2009 1.5554117 0.6976234 1106.993192 270.275408 2 24
SO (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 269 0.8953787 717.9353702 268.654843 2.2184514 1982-1999 –> 2000-2009 1.5884736 0.6930949 1127.619028 738.174592 7 22
SO (28.15,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 269 0.9284497 737.4483185 700.170997 2.6525674 1982-1999 –> 2000-2009 1.5989325 0.6704828 1134.660469 1422.810720 10 16
SO (28.15,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 269 0.8570792 694.4159145 49.799330 2.5539111 1982-1999 –> 2000-2009 1.6040277 0.7469485 1132.235389 323.677803 1 57
SO (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 269 0.8847761 711.5266146 269.317307 2.3060141 1982-1999 –> 2000-2009 1.6113297 0.7265536 1138.936904 743.112973 6 58
SO (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate 269 0.9209724 733.0979941 379.419556 2.3893750 1982-1999 –> 2000-2009 1.6195683 0.6985958 1145.754109 1028.050137 8 34
SO (28.15,28.2] 4 cstar_tref ~ aou + nitrate + silicate + phosphate_star 269 0.9361294 739.8801158 28.291647 2.7291783 1982-1999 –> 2000-2009 1.6250917 0.6889623 1145.315156 240.471025 14 26
SO (28.15,28.2] 5 cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star 424 0.8184218 1047.3398220 91.955753 2.2935417 2000-2009 –> 2010-2019 1.6755010 0.8570792 1741.755737 141.755083 1 2
SO (28.15,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 424 0.8310068 1060.2803718 62.425864 2.2136477 2000-2009 –> 2010-2019 1.6887951 0.8577883 1755.141221 103.839003 8 10
SO (28.15,28.2] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 424 0.8236075 1052.6959317 82.000374 2.3145992 2000-2009 –> 2010-2019 1.6985754 0.8749680 1758.225291 131.367448 4 7
SO (28.15,28.2] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 424 0.8231227 1052.1966756 82.043989 2.3345329 2000-2009 –> 2010-2019 1.7030057 0.8798830 1760.739709 131.620463 3 7
SO (28.15,28.2] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 424 0.8228433 1051.9087533 83.024432 2.3596534 2000-2009 –> 2010-2019 1.7066366 0.8837933 1762.837435 133.323339 2 7
SO (28.15,28.2] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 424 0.8244074 1053.5191589 268.435500 2.1621195 2000-2009 –> 2010-2019 1.7091835 0.8847761 1765.045773 537.752807 5 11
SO (28.15,28.2] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 424 0.8346529 1063.9929238 271.008106 2.1237026 2000-2009 –> 2010-2019 1.7300316 0.8953787 1781.928294 539.662949 10 17
SO (28.15,28.2] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 424 0.8247645 1053.8863699 901.406351 2.1214800 2000-2009 –> 2010-2019 1.7532142 0.9284497 1791.334689 1601.577348 6 16
SO (28.15,28.2] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 424 0.8256729 1052.8199162 66.303686 2.1063952 2000-2009 –> 2010-2019 1.7557769 0.9301040 1789.225968 114.488986 7 18
SO (28.15,28.2] 4 cstar_tref ~ sal + aou + nitrate + silicate 424 0.8351606 1062.5085874 22.987578 2.0754865 2000-2009 –> 2010-2019 1.7673251 0.9321645 1800.105169 40.542611 11 24
SO (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate 859 1.0996136 2610.8757357 835.307826 3.7733881 1982-1999 –> 2000-2009 1.8872505 0.7876369 4169.324933 1793.011855 1 4
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 859 1.3125524 2918.9870753 239.748279 4.4597138 1982-1999 –> 2000-2009 2.0156011 0.7030487 4332.378694 392.705238 2 3
SO (28.2, Inf] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 859 1.3182234 2924.3939413 96.374016 4.8652027 1982-1999 –> 2000-2009 2.0249224 0.7066989 4342.579805 242.046984 3 5
SO (28.2, Inf] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 859 1.3376360 2949.5091973 125.501925 4.0277378 1982-1999 –> 2000-2009 2.2255264 0.8878904 4667.150639 277.952535 4 28
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 859 1.3540182 2970.4220819 81.512623 5.3134670 1982-1999 –> 2000-2009 2.2440063 0.8899881 4691.159494 133.072381 5 30
SO (28.2, Inf] 3 cstar_tref ~ temp + nitrate + phosphate_star 859 1.3639806 2981.0162650 75.292952 4.8706734 1982-1999 –> 2000-2009 2.2565691 0.8925885 4703.581542 125.506329 6 32
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 859 1.5278940 3179.9799952 94.162258 5.1899572 1982-1999 –> 2000-2009 2.3623808 0.8344868 4818.236263 125.321868 9 14
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 859 1.5280600 3180.1665680 67.105902 5.1836705 1982-1999 –> 2000-2009 2.3626075 0.8345475 4818.518220 91.910554 10 16
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 859 1.5275383 3179.5799246 187.529536 5.1976399 1982-1999 –> 2000-2009 2.3639202 0.8363820 4820.812416 340.453441 7 15
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 859 1.5535315 3208.5682144 79.359740 4.5978068 1982-1999 –> 2000-2009 2.3815661 0.8280345 4836.640621 102.339470 21 25
SO (28.2, Inf] 3 cstar_tref ~ aou + nitrate + phosphate 1283 0.7762786 3001.1725298 988.709522 3.8726484 2000-2009 –> 2010-2019 1.8758922 1.0996136 5612.048265 1824.017347 1 2
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1283 0.8325046 3184.6059802 239.971564 4.0185703 2000-2009 –> 2010-2019 2.1450569 1.3125524 6103.593056 479.719843 2 4
SO (28.2, Inf] 4 cstar_tref ~ temp + nitrate + silicate + phosphate_star 1283 0.8330883 3184.4044198 125.638335 3.9501199 2000-2009 –> 2010-2019 2.1513117 1.3182234 6108.798361 222.012351 3 6
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1283 0.8428159 3214.1929253 90.468620 4.2034173 2000-2009 –> 2010-2019 2.1968341 1.3540182 6184.615007 171.981243 4 9
SO (28.2, Inf] 3 cstar_tref ~ temp + nitrate + phosphate_star 1283 0.8587466 3260.2422207 89.962811 4.1884563 2000-2009 –> 2010-2019 2.2227272 1.3639806 6241.258486 165.255763 5 11
SO (28.2, Inf] 4 cstar_tref ~ sal + nitrate + silicate + phosphate_star 1283 0.8910046 3356.8653058 148.539584 4.1426139 2000-2009 –> 2010-2019 2.2286406 1.3376360 6306.374503 274.041508 6 10
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 1283 0.9509520 3525.9477670 183.434455 4.3407444 2000-2009 –> 2010-2019 2.4784903 1.5275383 6705.527692 370.963991 7 14
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1283 0.9520672 3528.9552236 100.452919 4.3425203 2000-2009 –> 2010-2019 2.4799612 1.5278940 6708.935219 194.615177 8 17
SO (28.2, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1283 0.9525614 3530.2868944 68.855829 4.3564020 2000-2009 –> 2010-2019 2.4806214 1.5280600 6710.453462 135.961731 9 19
SO (28.2, Inf] 4 cstar_tref ~ sal + temp + phosphate + phosphate_star 1283 0.9567350 3539.5051530 81.516019 4.4303867 2000-2009 –> 2010-2019 2.4897100 1.5329750 6723.188826 160.169216 10 21
SO (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 985 0.9011645 2604.2959325 50.860927 4.8704730 1982-1999 –> 2000-2009 2.3296252 1.4284607 7447.753812 76.787883 1 4
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 985 0.9028060 2607.8812508 25.652191 4.8625721 1982-1999 –> 2000-2009 2.3332386 1.4304325 7455.091153 48.025514 2 8
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 985 0.9061438 2615.1509943 30.261789 4.8779315 1982-1999 –> 2000-2009 2.3340263 1.4278825 7457.507699 52.761798 4 6
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 985 0.9097666 2623.0116308 32.310317 4.8741616 1982-1999 –> 2000-2009 2.3384810 1.4287144 7466.952398 55.826032 7 11
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 985 1.0391608 2884.9834547 6.711189 3.4240635 1982-1999 –> 2000-2009 2.4794007 1.4402399 7750.778595 12.774748 15 22
SO (28.2,28.3] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 985 1.0394566 2883.5441502 5.196586 3.5120768 1982-1999 –> 2000-2009 2.4893765 1.4499199 7765.559544 9.045549 16 24
SO (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star 985 1.3057387 3334.8436766 9.021699 3.6502801 1982-1999 –> 2000-2009 2.7298965 1.4241579 8170.095881 15.195939 39 40
SO (28.2,28.3] 4 cstar_tref ~ sal + aou + nitrate + phosphate_star 985 1.3063994 3333.8402373 8.720111 3.6651599 1982-1999 –> 2000-2009 2.7367305 1.4303311 8178.857227 11.545990 40 45
SO (28.2,28.3] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 985 1.2642235 3271.1913818 20.689207 4.1679230 1982-1999 –> 2000-2009 2.7704995 1.5062760 8258.926067 28.384431 21 35
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 985 1.2653978 3273.0203393 8.372184 4.1770898 1982-1999 –> 2000-2009 2.7711658 1.5057680 8259.837526 14.636425 24 37
SO (28.2,28.3] 5 cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star 1596 1.5297733 5900.2333989 31.725003 18.9113047 2000-2009 –> 2010-2019 2.4354057 0.9056324 8514.272403 59.962614 1 4
SO (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate 1596 1.5298413 5900.3752057 25.812513 18.9044063 2000-2009 –> 2010-2019 2.4361889 0.9063477 8515.969463 50.690610 2 7
SO (28.2,28.3] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1596 1.5355255 5912.2133250 65.978298 18.8775622 2000-2009 –> 2010-2019 2.4366900 0.9011645 8516.509257 116.839225 5 6
SO (28.2,28.3] 5 cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star 1596 1.5301259 5900.9689588 26.393713 18.8829088 2000-2009 –> 2010-2019 2.4388157 0.9086898 8521.647443 49.371620 3 9
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate 1596 1.5362025 5913.6204279 33.138581 18.8819638 2000-2009 –> 2010-2019 2.4390086 0.9028060 8521.501679 58.790772 6 8
SO (28.2,28.3] 5 cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star 1596 1.5304989 5901.7470534 39.276802 18.8666162 2000-2009 –> 2010-2019 2.4415686 0.9110697 8527.578220 70.985659 4 12
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1596 1.5372451 5915.7860778 46.670368 18.8779462 2000-2009 –> 2010-2019 2.4433889 0.9061438 8530.937072 76.932157 7 11
SO (28.2,28.3] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1596 1.5388150 5919.0441909 49.470603 18.8970611 2000-2009 –> 2010-2019 2.4485817 0.9097666 8542.055822 81.780920 8 15
SO (28.2,28.3] 4 cstar_tref ~ aou + nitrate + phosphate + phosphate_star 1596 1.5550293 5950.5018277 29.856716 19.5500136 2000-2009 –> 2010-2019 2.4666606 0.9116313 8575.546990 53.812018 12 21
SO (28.2,28.3] 4 cstar_tref ~ temp + aou + nitrate + phosphate 1596 1.5548734 5950.1818448 24.445965 19.5411234 2000-2009 –> 2010-2019 2.4670564 0.9121830 8576.418987 45.920461 11 21
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 594 0.6251578 1141.6346580 32.496190 1.5804314 1982-1999 –> 2000-2009 1.3890617 0.7639039 2627.154914 51.763787 1 8
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star 594 0.7072348 1288.1846491 35.983137 4.1441770 1982-1999 –> 2000-2009 1.4352510 0.7280162 2712.112993 58.937166 11 12
SO (28.3, Inf] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 594 0.7064582 1286.8793307 217.810431 4.1300752 1982-1999 –> 2000-2009 1.4353075 0.7288493 2712.271682 311.209548 8 12
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 594 0.7067203 1287.3201175 6.579226 4.1357563 1982-1999 –> 2000-2009 1.4353364 0.7286161 2712.302758 10.555666 10 12
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 594 0.7066606 1287.2196592 8.266389 4.1348198 1982-1999 –> 2000-2009 1.4353466 0.7286861 2712.325254 13.563630 9 12
SO (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 594 0.6963977 1269.8397617 341.284867 2.8212582 1982-1999 –> 2000-2009 1.4484420 0.7520443 2735.332170 682.963904 7 13
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + silicate 594 0.7289935 1324.1834419 8.279212 4.4144114 1982-1999 –> 2000-2009 1.4717423 0.7427488 2773.756192 13.708856 13 18
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 594 0.6453239 1179.3515625 357.911875 1.6357730 1982-1999 –> 2000-2009 1.4901146 0.8447907 2793.699877 753.995037 4 16
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 594 0.6453435 1179.3876245 342.378668 1.6361813 1982-1999 –> 2000-2009 1.4908098 0.8454663 2794.759161 675.605854 5 18
SO (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 594 0.6441914 1177.2647903 767.519403 1.6318031 1982-1999 –> 2000-2009 1.4908753 0.8466839 2794.478450 1172.559174 2 17
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star 1121 0.5351685 1793.6208161 7.219349 3.7771720 2000-2009 –> 2010-2019 1.1603263 0.6251578 2935.255474 39.715538 5 6
SO (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star 1121 0.5323718 1781.8737367 859.027041 4.8344109 2000-2009 –> 2010-2019 1.1765631 0.6441914 2959.138527 1626.546443 2 4
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star 1121 0.5327580 1783.4998926 985.546981 4.8419308 2000-2009 –> 2010-2019 1.1780820 0.6453239 2962.851455 1343.458856 3 6
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + nitrate + phosphate_star 1121 0.5331575 1785.1802543 848.710436 4.8384590 2000-2009 –> 2010-2019 1.1785010 0.6453435 2964.567879 1191.089103 4 8
SO (28.3, Inf] 5 cstar_tref ~ sal + aou + nitrate + silicate + phosphate 1121 0.5077774 1675.8296329 944.143876 5.9324339 2000-2009 –> 2010-2019 1.2041751 0.6963977 2945.669395 1285.428743 1 7
SO (28.3, Inf] 4 cstar_tref ~ sal + temp + nitrate + phosphate_star 1121 0.5860735 1995.3370342 7.218307 3.2595606 2000-2009 –> 2010-2019 1.2315100 0.6454365 3172.895746 35.476620 7 12
SO (28.3, Inf] 4 cstar_tref ~ sal + aou + nitrate + phosphate 1121 0.5502622 1853.9781573 857.560062 5.9797806 2000-2009 –> 2010-2019 1.2681102 0.7178480 3157.858123 1168.294813 6 17
SO (28.3, Inf] 5 cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star 1121 0.6154765 2107.0863958 95.213097 3.9968409 2000-2009 –> 2010-2019 1.3219347 0.7064582 3393.965727 313.023528 11 18
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate 1121 0.6154637 2107.0398486 8.373769 3.9989694 2000-2009 –> 2010-2019 1.3221243 0.7066606 3394.259508 16.640158 10 18
SO (28.3, Inf] 5 cstar_tref ~ sal + temp + aou + silicate + phosphate_star 1121 0.6154572 2107.0159405 4.378786 4.0001209 2000-2009 –> 2010-2019 1.3221775 0.7067203 3394.336058 10.958012 9 18

5.4.2 per fitting unit

lm_best %>%
  select(-n_predictors) %>%
  group_by(basin, gamma_slab, eras) %>% 
  summarise(rmse_sum_mean = mean(rmse_sum),
            ais_sum_mean = mean(aic_sum)) %>% 
  ungroup() %>% 
  kable() %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")
basin gamma_slab eras rmse_sum_mean ais_sum_mean
Atlantic (-Inf,26] 1982-1999 –> 2000-2009 8.3934116 4029.38157
Atlantic (-Inf,26] 2000-2009 –> 2010-2019 9.4225555 4467.21022
Atlantic (26,26.5] 1982-1999 –> 2000-2009 11.4048942 3232.16753
Atlantic (26,26.5] 2000-2009 –> 2010-2019 10.0687219 3481.50986
Atlantic (26.5,26.75] 1982-1999 –> 2000-2009 8.6780660 2385.49403
Atlantic (26.5,26.75] 2000-2009 –> 2010-2019 9.5725587 2303.70870
Atlantic (26.75,27] 1982-1999 –> 2000-2009 8.3070052 3524.40330
Atlantic (26.75,27] 2000-2009 –> 2010-2019 9.4831504 3587.07486
Atlantic (27,27.25] 1982-1999 –> 2000-2009 7.3939598 5707.97695
Atlantic (27,27.25] 2000-2009 –> 2010-2019 7.6367372 6056.71745
Atlantic (27.25,27.5] 1982-1999 –> 2000-2009 4.9710374 9545.85146
Atlantic (27.25,27.5] 2000-2009 –> 2010-2019 5.1315138 9146.23466
Atlantic (27.5,27.75] 1982-1999 –> 2000-2009 2.9605576 9537.22611
Atlantic (27.5,27.75] 2000-2009 –> 2010-2019 3.5101305 11202.99480
Atlantic (27.75,27.85] 1982-1999 –> 2000-2009 2.9908829 2554.88067
Atlantic (27.75,27.85] 2000-2009 –> 2010-2019 3.5730516 2935.11113
Atlantic (27.85,27.95] 1982-1999 –> 2000-2009 4.4086437 6957.06282
Atlantic (27.85,27.95] 2000-2009 –> 2010-2019 4.7829288 7223.49284
Atlantic (27.95,28.05] 1982-1999 –> 2000-2009 5.2456708 16391.59740
Atlantic (27.95,28.05] 2000-2009 –> 2010-2019 5.2567849 16599.36141
Atlantic (28.05,28.1] 1982-1999 –> 2000-2009 2.2357656 2765.29648
Atlantic (28.05,28.1] 2000-2009 –> 2010-2019 2.5960832 3069.47936
Atlantic (28.1,28.15] 1982-1999 –> 2000-2009 1.8541918 2372.69783
Atlantic (28.1,28.15] 2000-2009 –> 2010-2019 1.7291402 2566.47850
Atlantic (28.15,28.2] 1982-1999 –> 2000-2009 4.5611570 2905.17027
Atlantic (28.15,28.2] 2000-2009 –> 2010-2019 4.3373868 3152.46717
Atlantic (28.2, Inf] 1982-1999 –> 2000-2009 3.4271303 2033.13480
Atlantic (28.2, Inf] 2000-2009 –> 2010-2019 3.9778916 2139.09375
Indian (-Inf,26] 1982-1999 –> 2000-2009 6.3351349 6715.73213
Indian (-Inf,26] 2000-2009 –> 2010-2019 5.2691524 4185.54036
Indian (26,26.5] 1982-1999 –> 2000-2009 5.3064279 8813.20091
Indian (26,26.5] 2000-2009 –> 2010-2019 5.2539924 5492.39146
Indian (26.5,26.75] 1982-1999 –> 2000-2009 5.0138992 7710.49509
Indian (26.5,26.75] 2000-2009 –> 2010-2019 5.3150466 5170.91674
Indian (26.75,27] 1982-1999 –> 2000-2009 6.0074319 7483.01383
Indian (26.75,27] 2000-2009 –> 2010-2019 5.4122824 4261.06567
Indian (27,27.25] 1982-1999 –> 2000-2009 4.5650336 6686.65112
Indian (27,27.25] 2000-2009 –> 2010-2019 4.6292536 4054.63751
Indian (27.25,27.5] 1982-1999 –> 2000-2009 4.0418508 10420.08447
Indian (27.25,27.5] 2000-2009 –> 2010-2019 4.0944446 6485.37969
Indian (27.5,27.75] 1982-1999 –> 2000-2009 3.0430258 7898.14417
Indian (27.5,27.75] 2000-2009 –> 2010-2019 3.1247044 5685.81155
Indian (27.75,27.85] 1982-1999 –> 2000-2009 2.2705531 3263.96170
Indian (27.75,27.85] 2000-2009 –> 2010-2019 1.9618261 1906.53165
Indian (27.85,27.95] 1982-1999 –> 2000-2009 1.4922462 3552.52917
Indian (27.85,27.95] 2000-2009 –> 2010-2019 1.2598643 1958.86651
Indian (27.95,28.05] 1982-1999 –> 2000-2009 1.0337893 3751.90639
Indian (27.95,28.05] 2000-2009 –> 2010-2019 0.9436850 2153.01304
Indian (28.05,28.1] 1982-1999 –> 2000-2009 0.8745736 1313.81015
Indian (28.05,28.1] 2000-2009 –> 2010-2019 0.8113368 808.51112
Indian (28.1,28.2] 1982-1999 –> 2000-2009 1.6274328 5108.87898
Indian (28.1,28.2] 2000-2009 –> 2010-2019 1.2804410 2341.49513
Indian (28.2,28.3] 1982-1999 –> 2000-2009 1.1110350 1415.68342
Indian (28.2,28.3] 2000-2009 –> 2010-2019 0.8959206 901.18107
Indian (28.3, Inf] 1982-1999 –> 2000-2009 0.0139676 -192.48611
N_Atlantic (-Inf,26] 2000-2009 –> 2010-2019 1.0999869 130.38646
N_Atlantic (26,26.5] 1982-1999 –> 2000-2009 2.0453204 240.15358
N_Atlantic (26,26.5] 2000-2009 –> 2010-2019 2.0381097 238.74585
N_Atlantic (26.5,26.75] 1982-1999 –> 2000-2009 3.5558577 459.85738
N_Atlantic (26.5,26.75] 2000-2009 –> 2010-2019 3.1612341 276.85690
N_Atlantic (26.75,27] 1982-1999 –> 2000-2009 3.8225987 2172.73129
N_Atlantic (26.75,27] 2000-2009 –> 2010-2019 3.7461579 1641.63694
N_Atlantic (27,27.25] 1982-1999 –> 2000-2009 2.8951475 3579.93092
N_Atlantic (27,27.25] 2000-2009 –> 2010-2019 3.0208806 2518.22311
N_Atlantic (27.25,27.5] 1982-1999 –> 2000-2009 2.6040383 5674.71401
N_Atlantic (27.25,27.5] 2000-2009 –> 2010-2019 2.5360686 4589.25118
N_Atlantic (27.5,27.75] 1982-1999 –> 2000-2009 4.0998201 14727.05163
N_Atlantic (27.5,27.75] 2000-2009 –> 2010-2019 4.1230248 14350.16135
N_Atlantic (27.75,27.85] 1982-1999 –> 2000-2009 2.7875478 5949.73359
N_Atlantic (27.75,27.85] 2000-2009 –> 2010-2019 2.8643324 6762.19936
N_Atlantic (27.85,27.95] 1982-1999 –> 2000-2009 2.8628535 12586.87599
N_Atlantic (27.85,27.95] 2000-2009 –> 2010-2019 3.3397790 16617.19787
N_Atlantic (27.95,28.05] 1982-1999 –> 2000-2009 2.9380998 14737.78851
N_Atlantic (27.95,28.05] 2000-2009 –> 2010-2019 3.3532893 15422.07587
N_Atlantic (28.05,28.1] 1982-1999 –> 2000-2009 4.7812038 3033.19748
N_Atlantic (28.05,28.1] 2000-2009 –> 2010-2019 5.3655266 3688.21648
N_Atlantic (28.1,28.15] 1982-1999 –> 2000-2009 6.9679250 2248.03295
N_Atlantic (28.1,28.15] 2000-2009 –> 2010-2019 5.2982991 2543.75773
N_Atlantic (28.15,28.2] 1982-1999 –> 2000-2009 3.2449542 573.83868
N_Atlantic (28.15,28.2] 2000-2009 –> 2010-2019 3.5854319 782.22633
N_Atlantic (28.2, Inf] 1982-1999 –> 2000-2009 2.2980661 559.81277
N_Atlantic (28.2, Inf] 2000-2009 –> 2010-2019 1.4522696 408.67381
N_Pacific (-Inf,26] 1982-1999 –> 2000-2009 10.1753421 2134.56720
N_Pacific (-Inf,26] 2000-2009 –> 2010-2019 11.7949065 2663.76306
N_Pacific (26,26.5] 1982-1999 –> 2000-2009 6.8227752 3022.20480
N_Pacific (26,26.5] 2000-2009 –> 2010-2019 6.9045821 4853.69110
N_Pacific (26.5,26.75] 1982-1999 –> 2000-2009 4.5233872 2761.05548
N_Pacific (26.5,26.75] 2000-2009 –> 2010-2019 6.1343976 4766.97833
N_Pacific (26.75,27] 1982-1999 –> 2000-2009 2.2149013 2636.60824
N_Pacific (26.75,27] 2000-2009 –> 2010-2019 3.0512658 4781.59014
N_Pacific (27,27.25] 1982-1999 –> 2000-2009 1.0904942 2768.98091
N_Pacific (27,27.25] 2000-2009 –> 2010-2019 1.4727442 5543.94713
N_Pacific (27.25,27.5] 1982-1999 –> 2000-2009 0.6978813 1480.84149
N_Pacific (27.25,27.5] 2000-2009 –> 2010-2019 0.8742884 3257.87680
N_Pacific (27.5,27.75] 1982-1999 –> 2000-2009 0.7465804 1422.50898
N_Pacific (27.5,27.75] 2000-2009 –> 2010-2019 0.7133969 2004.95162
N_Pacific (27.75,27.85] 1982-1999 –> 2000-2009 0.5321355 70.33842
N_Pacific (27.75,27.85] 2000-2009 –> 2010-2019 0.4354662 -239.22656
N_Pacific (27.85,27.95] 1982-1999 –> 2000-2009 0.5584586 3.39508
N_Pacific (27.85,27.95] 2000-2009 –> 2010-2019 0.3758436 -646.30825
N_Pacific (27.95,28.05] 1982-1999 –> 2000-2009 0.3508225 -917.51605
N_Pacific (27.95,28.05] 2000-2009 –> 2010-2019 0.3206940 -1794.02010
N_Pacific (28.05,28.1] 1982-1999 –> 2000-2009 0.2604075 -769.50149
N_Pacific (28.05,28.1] 2000-2009 –> 2010-2019 0.2250530 -1834.56707
N_Pacific (28.1,28.2] 1982-1999 –> 2000-2009 0.5468353 467.97168
N_Pacific (28.1,28.2] 2000-2009 –> 2010-2019 0.5062206 90.45344
N_Pacific (28.2,28.3] 1982-1999 –> 2000-2009 0.2239075 -607.76518
N_Pacific (28.2,28.3] 2000-2009 –> 2010-2019 0.2778424 -1135.83026
Pacific (-Inf,26] 1982-1999 –> 2000-2009 19.2625180 34005.51546
Pacific (-Inf,26] 2000-2009 –> 2010-2019 18.1210560 56754.11668
Pacific (26,26.5] 1982-1999 –> 2000-2009 11.7146601 15933.22764
Pacific (26,26.5] 2000-2009 –> 2010-2019 12.5448697 20481.46734
Pacific (26.5,26.75] 1982-1999 –> 2000-2009 9.5883979 11039.92657
Pacific (26.5,26.75] 2000-2009 –> 2010-2019 9.7825565 16202.86237
Pacific (26.75,27] 1982-1999 –> 2000-2009 7.8765375 13820.71303
Pacific (26.75,27] 2000-2009 –> 2010-2019 8.0904126 22072.36733
Pacific (27,27.25] 1982-1999 –> 2000-2009 5.7575236 20436.67048
Pacific (27,27.25] 2000-2009 –> 2010-2019 5.8337642 32346.26659
Pacific (27.25,27.5] 1982-1999 –> 2000-2009 3.2740240 21205.47092
Pacific (27.25,27.5] 2000-2009 –> 2010-2019 3.8355116 33341.40994
Pacific (27.5,27.75] 1982-1999 –> 2000-2009 1.7722743 13272.95070
Pacific (27.5,27.75] 2000-2009 –> 2010-2019 2.0351582 23196.86429
Pacific (27.75,27.85] 1982-1999 –> 2000-2009 1.2911616 4385.11385
Pacific (27.75,27.85] 2000-2009 –> 2010-2019 1.5382078 8138.18451
Pacific (27.85,27.95] 1982-1999 –> 2000-2009 1.4592755 6600.61259
Pacific (27.85,27.95] 2000-2009 –> 2010-2019 1.5861322 10100.37576
Pacific (27.95,28.05] 1982-1999 –> 2000-2009 1.3880381 8526.40193
Pacific (27.95,28.05] 2000-2009 –> 2010-2019 1.5670051 12776.12202
Pacific (28.05,28.1] 1982-1999 –> 2000-2009 1.2671237 4658.37158
Pacific (28.05,28.1] 2000-2009 –> 2010-2019 1.0967546 5821.10951
Pacific (28.1,28.2] 1982-1999 –> 2000-2009 1.5350915 9049.78955
Pacific (28.1,28.2] 2000-2009 –> 2010-2019 1.5779139 13614.55072
Pacific (28.2,28.3] 1982-1999 –> 2000-2009 0.8557275 2367.53985
Pacific (28.2,28.3] 2000-2009 –> 2010-2019 0.8297578 3093.44004
SO (-Inf,26] 1982-1999 –> 2000-2009 1.0268210 66.53445
SO (26,26.5] 1982-1999 –> 2000-2009 4.6720430 1229.71472
SO (26,26.5] 2000-2009 –> 2010-2019 4.0696253 951.65316
SO (26.5,26.75] 1982-1999 –> 2000-2009 5.8112845 2652.84058
SO (26.5,26.75] 2000-2009 –> 2010-2019 5.2358724 2224.15239
SO (26.75,27] 1982-1999 –> 2000-2009 4.2589682 4923.94948
SO (26.75,27] 2000-2009 –> 2010-2019 3.8147181 4422.57478
SO (27,27.25] 1982-1999 –> 2000-2009 3.0704878 7870.52652
SO (27,27.25] 2000-2009 –> 2010-2019 2.7283135 6450.35790
SO (27.25,27.5] 1982-1999 –> 2000-2009 2.4308458 11194.17963
SO (27.25,27.5] 2000-2009 –> 2010-2019 2.9205856 11250.10705
SO (27.5,27.75] 1982-1999 –> 2000-2009 2.3518066 10208.91170
SO (27.5,27.75] 2000-2009 –> 2010-2019 3.0925027 13071.50361
SO (27.75,27.85] 1982-1999 –> 2000-2009 2.7368044 5087.95912
SO (27.75,27.85] 2000-2009 –> 2010-2019 2.9146579 6051.24480
SO (27.85,27.95] 1982-1999 –> 2000-2009 2.9732901 7726.48918
SO (27.85,27.95] 2000-2009 –> 2010-2019 2.9423411 8763.89741
SO (27.95,28.05] 1982-1999 –> 2000-2009 3.5636070 15796.06150
SO (27.95,28.05] 2000-2009 –> 2010-2019 4.0008893 19325.21834
SO (28.05,28.1] 1982-1999 –> 2000-2009 2.9436179 7684.50517
SO (28.05,28.1] 2000-2009 –> 2010-2019 2.9322182 10023.92362
SO (28.1,28.15] 1982-1999 –> 2000-2009 1.5067271 1067.97309
SO (28.1,28.15] 2000-2009 –> 2010-2019 1.7267063 1462.02027
SO (28.1,28.2] 1982-1999 –> 2000-2009 2.2111097 9656.96302
SO (28.1,28.2] 2000-2009 –> 2010-2019 2.0672886 11366.15572
SO (28.15,28.2] 1982-1999 –> 2000-2009 1.5850954 1124.70427
SO (28.15,28.2] 2000-2009 –> 2010-2019 1.7188045 1770.63393
SO (28.2, Inf] 1982-1999 –> 2000-2009 2.2124350 4620.03826
SO (28.2, Inf] 2000-2009 –> 2010-2019 2.2749246 6340.47929
SO (28.2,28.3] 1982-1999 –> 2000-2009 2.5312441 7821.13599
SO (28.2,28.3] 2000-2009 –> 2010-2019 2.4453365 8534.24373
SO (28.3, Inf] 1982-1999 –> 2000-2009 1.4522287 2736.81935
SO (28.3, Inf] 2000-2009 –> 2010-2019 1.2363504 3128.07979

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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134ace1 Donghe-Zhu 2021-03-22
f6d70a4 Donghe-Zhu 2021-03-22
183443b Donghe-Zhu 2021-03-21
2e6976b Donghe-Zhu 2021-03-21
51a42bd Donghe-Zhu 2021-03-16
f745381 Donghe-Zhu 2021-03-16
aecbf75 Donghe-Zhu 2021-03-14
1b2a0c2 Donghe-Zhu 2021-03-14
6733e48 Donghe-Zhu 2021-03-12
ba71e6a Donghe-Zhu 2021-03-12
9dbf5bd Donghe-Zhu 2021-03-11
a49df30 Donghe-Zhu 2021-03-11
b3348a5 Donghe-Zhu 2021-03-11
1c24ff7 Donghe-Zhu 2021-03-10
94ce5a8 Donghe-Zhu 2021-03-10
db33928 Donghe-Zhu 2021-03-10
3d1f470 Donghe-Zhu 2021-03-10
9b7bc66 Donghe-Zhu 2021-03-10
5365f80 Donghe-Zhu 2021-03-10
2b6c392 Donghe-Zhu 2021-03-10
9f58753 Donghe-Zhu 2021-03-10
9d5a62c Donghe-Zhu 2021-03-10
5d1e70b Donghe-Zhu 2021-03-10
2093979 Donghe-Zhu 2021-03-10
b865899 Donghe-Zhu 2021-03-10
cc2a956 Donghe-Zhu 2021-03-10
dba33c8 Donghe-Zhu 2021-03-09
17f1c4a Donghe-Zhu 2021-03-09
c024d1a Donghe-Zhu 2021-03-09
02f7242 Donghe-Zhu 2021-03-09
1691156 Donghe-Zhu 2021-03-08
c0ceaf8 Donghe-Zhu 2021-03-08
058e0a1 Donghe-Zhu 2021-03-08
112dea0 Donghe-Zhu 2021-03-08
1843412 Donghe-Zhu 2021-03-08
3fbbfa4 Donghe-Zhu 2021-03-07
627c8fb Donghe-Zhu 2021-03-07
9ef3222 Donghe-Zhu 2021-03-05
8c1e978 Donghe-Zhu 2021-03-05
865f68c Donghe-Zhu 2021-03-05
ee69bc1 Donghe-Zhu 2021-03-05
a79291f Donghe-Zhu 2021-03-05
e8c6f30 Donghe-Zhu 2021-03-04
59288fe Donghe-Zhu 2021-03-04
731abc8 Donghe-Zhu 2021-03-04
e2a5a33 Donghe-Zhu 2021-03-04
c7892c1 Donghe-Zhu 2021-03-04
924430b Donghe-Zhu 2021-03-03
0d0bca1 Donghe-Zhu 2021-03-03
cb63c16 Donghe-Zhu 2021-03-03
ffda45a Donghe-Zhu 2021-03-03
691ba81 Donghe-Zhu 2021-03-03
c5e45a2 Donghe-Zhu 2021-03-03
89c3e58 Donghe-Zhu 2021-03-03
c911669 Donghe-Zhu 2021-03-03
13666ca Donghe-Zhu 2021-03-01
c6e60fe Donghe-Zhu 2021-03-01
7a388f7 Donghe-Zhu 2021-03-01
799e913 Donghe-Zhu 2021-03-01
66ff99f Donghe-Zhu 2021-03-01
ac9bb7a Donghe-Zhu 2021-02-28
efdc047 Donghe-Zhu 2021-02-28
e9a7418 Donghe-Zhu 2021-02-28
287123c Donghe-Zhu 2021-02-27
54d5b5b Donghe-Zhu 2021-02-27
330f064 Donghe-Zhu 2021-02-27
adbc9bc Donghe-Zhu 2021-02-27
5937141 Donghe-Zhu 2021-02-27
4414bbf Donghe-Zhu 2021-02-27
a265efb Donghe-Zhu 2021-02-27
19edd1e Donghe-Zhu 2021-02-27
f20483f Donghe-Zhu 2021-02-26
6a2c7b3 Donghe-Zhu 2021-02-25
02b976d Donghe-Zhu 2021-02-24
354c224 Donghe-Zhu 2021-02-24
1a0a88a Donghe-Zhu 2021-02-24
57f701e Donghe-Zhu 2021-02-24
06f3149 Donghe-Zhu 2021-02-16
e3bba84 Donghe-Zhu 2021-02-15
5dce4b1 Donghe-Zhu 2021-02-15
4469a0c Donghe-Zhu 2021-02-13
5ae6a69 Donghe-Zhu 2021-02-10
05385dc Donghe-Zhu 2021-02-10
f791ae4 Donghe-Zhu 2021-02-09
f71ae34 Donghe-Zhu 2021-02-09
c011832 Donghe-Zhu 2021-02-09
a145fa7 Donghe-Zhu 2021-02-09
c344e42 Donghe-Zhu 2021-02-08
2f095d7 Donghe-Zhu 2021-02-07
1fad5f1 Donghe-Zhu 2021-02-07
ca03c39 Donghe-Zhu 2021-02-07
cd7c52c Donghe-Zhu 2021-02-04
bcf84f4 Donghe-Zhu 2021-02-02
61666de Donghe-Zhu 2021-01-31
865b582 Donghe-Zhu 2021-01-31
3e68089 Donghe-Zhu 2021-01-31
ecf335c Donghe-Zhu 2021-01-31
a618965 Donghe-Zhu 2021-01-31
59e006e Donghe-Zhu 2021-01-31
a1c8f87 Donghe-Zhu 2021-01-31
ae5c18f Donghe-Zhu 2021-01-31
b50fe52 Donghe-Zhu 2021-01-31
ac99ae5 jens-daniel-mueller 2021-01-29
b5bdcaf Donghe-Zhu 2021-01-29
442010d Donghe-Zhu 2021-01-29
372adf5 Donghe-Zhu 2021-01-29
af8788e Donghe-Zhu 2021-01-29
21c91c9 Donghe-Zhu 2021-01-29
eded038 Donghe-Zhu 2021-01-29
541d4dd Donghe-Zhu 2021-01-29
6a75576 Donghe-Zhu 2021-01-28
16fba40 Donghe-Zhu 2021-01-28
12bc567 Donghe-Zhu 2021-01-27
ceed31b Donghe-Zhu 2021-01-27
342402d Donghe-Zhu 2021-01-27
5bad5c2 Donghe-Zhu 2021-01-27
61efb56 Donghe-Zhu 2021-01-25
48f638e Donghe-Zhu 2021-01-25
c1cec47 Donghe-Zhu 2021-01-25
05ffb0c Donghe-Zhu 2021-01-25
8b97165 Donghe-Zhu 2021-01-25
c569946 Donghe-Zhu 2021-01-24
a2f0d56 Donghe-Zhu 2021-01-23
28509fc Donghe-Zhu 2021-01-23
4c28e4a Donghe-Zhu 2021-01-22
24cc264 jens-daniel-mueller 2021-01-22
7891955 Donghe-Zhu 2021-01-21
d4cf1cb Donghe-Zhu 2021-01-21
1f3e5b6 jens-daniel-mueller 2021-01-20
0e7bdf1 jens-daniel-mueller 2021-01-15
4571843 jens-daniel-mueller 2021-01-14
b3564aa jens-daniel-mueller 2021-01-14
8d032c3 jens-daniel-mueller 2021-01-14
17dee1d jens-daniel-mueller 2021-01-13
7cdea0c jens-daniel-mueller 2021-01-06
fa85b93 jens-daniel-mueller 2021-01-06
e5cb81a Donghe-Zhu 2021-01-05
a499f10 Donghe-Zhu 2021-01-05
fb8a752 Donghe-Zhu 2020-12-23
8fae0b2 Donghe-Zhu 2020-12-21
c8b76b3 jens-daniel-mueller 2020-12-19 
rm(max_rmse)

6.2.2 Best models

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

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

Version Author Date
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] 10 10 5 8 4 5 5
(26,26.5] 7 10 6 5 4 10 6
(26.5,26.75] 6 4 7 6 10 10 4
(26.75,27] 8 7 7 5 10 6 5
(27,27.25] 9 6 7 4 10 5 6
(27.25,27.5] 7 10 5 5 10 6 4
(27.5,27.75] 7 10 6 5 4 9 6
(27.75,27.85] 7 10 5 6 4 4 9
(27.85,27.95] 7 7 7 6 7 7 9
(27.95,28.05] 7 6 7 7 10 5 7
(28.05,28.1] 4 4 5 6 7 10 9
(28.1,28.15] 7 3 4 5 10 10 6
(28.15,28.2] 4 2 3 5 3 10 7
(28.2, Inf] 6 3 3 4 10 6 10
total 96.00 92.00 77.00 77.00 103.00 103.00 93.00
Atlantic - 2000-2009 --> 2010-2019
(-Inf,26] 10 10 4 9 4 5 4
(26,26.5] 7 10 6 5 4 10 6
(26.5,26.75] 7 4 7 7 9 10 3
(26.75,27] 9 6 8 3 10 4 5
(27,27.25] 9 5 7 4 10 4 7
(27.25,27.5] 6 10 6 6 10 5 4
(27.5,27.75] 6 10 6 8 5 7 5
(27.75,27.85] 7 10 5 8 4 4 8
(27.85,27.95] 8 8 7 5 7 6 8
(27.95,28.05] 7 6 7 7 10 5 7
(28.05,28.1] 5 4 5 5 7 10 9
(28.1,28.15] 6 4 3 6 10 10 6
(28.15,28.2] 4 2 3 5 3 10 7
(28.2, Inf] 7 3 3 3 10 7 10
total 98.00 92.00 77.00 81.00 103.00 97.00 89.00
Indian - 1982-1999 --> 2000-2009
(-Inf,26] 7 4 6 6 10 4 10
(26,26.5] 6 4 6 7 10 4 10
(26.5,26.75] 7 10 7 6 4 4 9
(26.75,27] 7 10 7 6 6 6 6
(27,27.25] 8 10 7 5 6 5 7
(27.25,27.5] 8 10 6 6 7 5 6
(27.5,27.75] 6 5 6 8 7 6 10
(27.75,27.85] 5 5 5 8 8 8 6
(27.85,27.95] 4 3 3 6 10 6 10
(27.95,28.05] 4 2 5 7 10 7 8
(28.05,28.1] 4 3 5 6 10 5 10
(28.1,28.2] 6 3 4 7 10 6 9
(28.2,28.3] 4 5 6 5 9 9 8
(28.3, Inf] 5 5 4 7 2 10 5
total 81.00 79.00 77.00 90.00 109.00 85.00 114.00
Indian - 2000-2009 --> 2010-2019
(-Inf,26] 6 4 6 7 10 4 10
(26,26.5] 5 5 5 7 10 5 10
(26.5,26.75] 5 10 5 7 6 6 9
(26.75,27] 5 10 5 7 5 9 6
(27,27.25] 8 10 7 5 5 4 8
(27.25,27.5] 7 8 8 5 7 6 8
(27.5,27.75] 7 4 6 7 9 5 9
(27.75,27.85] 3 6 4 9 10 7 7
(27.85,27.95] 4 2 4 10 6 5 10
(27.95,28.05] 6 2 4 4 10 5 10
(28.05,28.1] 4 3 5 6 10 5 10
(28.1,28.2] 5 4 3 8 10 9 6
(28.2,28.3] 4 5 8 5 8 8 7
total 69.00 73.00 70.00 87.00 106.00 78.00 110.00
N_Atlantic - 1982-1999 --> 2000-2009
(26,26.5] 4 2 2 5 10 6 9
(26.5,26.75] 5 3 3 6 8 10 9
(26.75,27] 6 2 6 4 5 10 10
(27,27.25] 7 3 4 5 6 10 10
(27.25,27.5] 6 4 4 6 5 10 10
(27.5,27.75] 6 5 8 6 10 8 4
(27.75,27.85] 6 4 7 7 10 10 4
(27.85,27.95] 5 9 8 5 5 10 6
(27.95,28.05] 6 5 5 8 10 9 5
(28.05,28.1] 5 10 0 5 7 10 5
(28.1,28.15] 6 3 4 6 10 6 10
(28.15,28.2] 5 6 6 6 10 7 6
(28.2, Inf] 8 4 4 5 10 10 6
total 75.00 60.00 61.00 74.00 106.00 116.00 94.00
N_Atlantic - 2000-2009 --> 2010-2019
(-Inf,26] 5 4 3 7 9 10 4
(26,26.5] 3 3 3 10 10 7 7
(26.5,26.75] 4 3 3 8 7 6 10
(26.75,27] 8 2 4 4 5 10 10
(27,27.25] 6 4 4 6 5 10 10
(27.25,27.5] 7 3 5 6 6 10 9
(27.5,27.75] 6 4 7 6 9 10 6
(27.75,27.85] 6 4 6 6 10 10 6
(27.85,27.95] 5 7 10 5 7 10 5
(27.95,28.05] 8 8 3 6 10 6 5
(28.05,28.1] 6 6 3 6 10 10 6
(28.1,28.15] 6 4 4 7 8 8 8
(28.15,28.2] 7 5 3 7 10 8 7
(28.2, Inf] 6 4 4 5 10 10 7
total 83.00 61.00 62.00 89.00 116.00 125.00 100.00
N_Pacific - 1982-1999 --> 2000-2009
(-Inf,26] 6 5 6 7 9 5 10
(26,26.5] 7 10 5 6 4 5 10
(26.5,26.75] 7 10 7 6 4 4 9
(26.75,27] 7 10 7 7 4 3 9
(27,27.25] 7 10 7 6 4 4 9
(27.25,27.5] 7 10 6 6 7 7 7
(27.5,27.75] 6 10 5 4 10 7 5
(27.75,27.85] 4 9 5 6 10 8 6
(27.85,27.95] 5 6 6 7 10 8 7
(27.95,28.05] 5 6 5 10 10 6 4
(28.05,28.1] 5 6 5 10 10 4 6
(28.1,28.2] 6 5 3 9 10 8 5
(28.2,28.3] 4 6 3 10 10 7 4
total 76.00 103.00 70.00 94.00 102.00 76.00 91.00
N_Pacific - 2000-2009 --> 2010-2019
(-Inf,26] 6 8 5 5 5 10 9
(26,26.5] 7 10 5 6 4 5 10
(26.5,26.75] 7 10 7 6 4 4 9
(26.75,27] 7 10 7 6 5 4 8
(27,27.25] 8 10 6 6 5 5 8
(27.25,27.5] 7 10 7 6 3 5 8
(27.5,27.75] 5 10 5 5 9 7 6
(27.75,27.85] 5 10 5 4 10 6 6
(27.85,27.95] 5 5 6 6 10 6 9
(27.95,28.05] 4 8 4 10 10 5 6
(28.05,28.1] 5 6 5 10 10 6 4
(28.1,28.2] 5 4 3 9 10 9 5
(28.2,28.3] 5 6 3 9 10 7 5
total 76.00 107.00 68.00 88.00 95.00 79.00 93.00
Pacific - 1982-1999 --> 2000-2009
(-Inf,26] 6 9 5 5 10 4 9
(26,26.5] 7 10 5 4 4 10 7
(26.5,26.75] 4 10 8 5 5 10 5
(26.75,27] 5 10 7 4 6 10 6
(27,27.25] 7 7 7 6 9 7 7
(27.25,27.5] 6 8 7 7 10 5 5
(27.5,27.75] 6 4 7 6 10 10 4
(27.75,27.85] 6 5 6 6 10 7 8
(27.85,27.95] 5 4 8 4 10 5 10
(27.95,28.05] 5 3 7 6 10 5 10
(28.05,28.1] 5 5 6 5 10 6 10
(28.1,28.2] 5 5 7 5 10 5 10
(28.2,28.3] 7 10 7 6 4 5 5
total 74.00 90.00 87.00 69.00 108.00 89.00 96.00
Pacific - 2000-2009 --> 2010-2019
(-Inf,26] 8 7 6 5 10 5 8
(26,26.5] 6 10 5 5 4 10 7
(26.5,26.75] 6 10 7 6 4 10 4
(26.75,27] 5 10 8 5 4 10 5
(27,27.25] 5 10 8 4 5 10 5
(27.25,27.5] 5 10 8 5 10 5 4
(27.5,27.75] 5 5 8 5 10 10 4
(27.75,27.85] 5 4 7 6 10 10 5
(27.85,27.95] 4 5 8 5 10 5 10
(27.95,28.05] 5 4 8 5 10 5 10
(28.05,28.1] 5 4 7 6 10 4 10
(28.1,28.2] 5 5 7 5 10 5 10
(28.2,28.3] 8 10 8 5 6 5 6
total 72.00 94.00 95.00 67.00 103.00 94.00 88.00
SO - 1982-1999 --> 2000-2009
(-Inf,26] 5 3 3 7 6 6 10
(26,26.5] 7 10 7 7 4 3 9
(26.5,26.75] 7 10 6 7 6 6 8
(26.75,27] 8 10 5 5 4 10 6
(27,27.25] 7 10 5 5 5 10 7
(27.25,27.5] 9 10 4 5 4 10 5
(27.5,27.75] 9 10 5 5 10 4 4
(27.75,27.85] 10 10 6 6 4 4 7
(27.85,27.95] 8 10 7 8 4 4 7
(27.95,28.05] 7 10 6 5 4 9 7
(28.05,28.1] 6 9 6 7 4 10 6
(28.1,28.15] 7 6 4 6 8 9 6
(28.1,28.2] 6 7 7 9 10 5 5
(28.15,28.2] 6 10 6 6 6 10 5
(28.2, Inf] 4 7 3 7 7 7 8
(28.2,28.3] 6 8 5 9 10 4 6
(28.3, Inf] 7 6 6 7 10 7 7
total 119.00 146.00 91.00 111.00 106.00 118.00 113.00
SO - 2000-2009 --> 2010-2019
(26,26.5] 7 10 7 7 4 3 9
(26.5,26.75] 8 10 6 6 5 6 8
(26.75,27] 9 10 4 4 4 10 5
(27,27.25] 7 10 7 5 5 10 5
(27.25,27.5] 9 10 4 5 4 10 5
(27.5,27.75] 9 10 5 5 10 4 4
(27.75,27.85] 8 10 6 7 6 4 7
(27.85,27.95] 7 10 6 10 4 4 6
(27.95,28.05] 7 10 6 6 4 9 6
(28.05,28.1] 6 10 7 6 4 10 5
(28.1,28.15] 5 8 6 6 8 10 5
(28.1,28.2] 7 10 7 7 6 3 7
(28.15,28.2] 6 10 5 6 7 10 4
(28.2, Inf] 3 6 4 8 7 6 8
(28.2,28.3] 8 10 8 7 4 4 7
(28.3, Inf] 7 7 6 7 10 5 6
total 113.00 151.00 94.00 102.00 92.00 108.00 97.00

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
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
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
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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