eMLR - model fitting

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Last updated: 2021-08-05

Checks: 7 0

Knit directory: emlr_mod_v_XXX/

This reproducible R Markdown analysis was created with workflowr (version 1.6.2). The Checks tab describes the reproducibility checks that were applied when the results were created. The Past versions tab lists the development history.

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R Markdown file: up-to-date

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Seed: set.seed(20200707)

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Session information: recorded

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Repository version: e544afb

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Note that any generated files, e.g. HTML, png, CSS, etc., are not included in this status report because it is ok for generated content to have uncommitted changes.

---

These are the previous versions of the repository in which changes were made to the R Markdown (analysis/eMLR_model_fitting.Rmd) and HTML (docs/eMLR_model_fitting.html) files. If you’ve configured a remote Git repository (see ?wflow_git_remote), click on the hyperlinks in the table below to view the files as they were in that past version.

File	Version	Author	Date	Message
html	6c70952	Donghe-Zhu	2021-08-01	Build site.
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html	0b02791	Donghe-Zhu	2021-06-25	change random subset files
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html	9baa3b2	Donghe-Zhu	2021-06-06	debug
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---

1 Required data

Required are:

• cleaned and prepared GLODAP-based synthetic model subsetting file

GLODAP <-
  read_csv(paste(path_version_data,
                 "GLODAPv2.2020_MLR_fitting_ready.csv",
                 sep = ""))

2 Predictor combinations

Find all possible combinations of following considered predictor variables:

• sal, temp, aou, nitrate, silicate, phosphate, phosphate_star

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

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

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

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

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

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

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

# convert to tibble
lm_all <- as_tibble(lm_all)

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

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

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

lm_rm <- bind_rows(lm_rm_ph, lm_rm_si) %>%
  unique()

lm_all <- anti_join(lm_all, lm_rm)

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

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

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

3 Apply predictor threshold

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

• Minimum: 2
  
• Maximum: 5

lm_all <- lm_all %>% 
  filter(n >= params_local$MLR_predictors_min,
         n <= params_local$MLR_predictors_max)

This results in a total number of MLR models of:

• 112

4 Fit all models

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

• cstar_tref

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

# loop across all basins, era, gamma slabs, and MLRs
# fit all MLR models
for (i_basin in unique(GLODAP$basin)) {
  for (i_era in unique(GLODAP$era)) {
    #i_basin <- unique(GLODAP$basin)[1]
    #i_era   <- unique(GLODAP$era)[1]
    print(i_basin)
    print(i_era)
    
    GLODAP_basin_era <- GLODAP %>%
      filter(basin == i_basin, era == i_era)
    
    for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
      #i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[1]
      print(i_gamma_slab)
      
      GLODAP_basin_era_slab <- GLODAP_basin_era %>%
        filter(gamma_slab == i_gamma_slab)
      
      # number of observations used for each fitting model
      i_nr_obs = nrow(GLODAP_basin_era_slab)
      
      for (i_predictors in unique(lm_all$predictors)) {
        #i_predictors <- unique(lm_all$predictors)[100]
        
        # extract one model definition
        i_lm <- lm_all %>%
          filter(predictors == i_predictors) %>%
          select(lm_coeff) %>%
          pull()
        
        # extract number of predictors
        i_n_predictors <- lm_all %>%
          filter(predictors == i_predictors) %>%
          select(n) %>%
          pull()
        
        if (i_nr_obs > i_n_predictors) {
          # fit model
          if (params_local$MLR_type == "rlm") {
            i_lm_fit <- MASS::rlm(as.formula(i_lm),
                                  data = GLODAP_basin_era_slab)
          }
          
          if (params_local$MLR_type == "lm") {
            i_lm_fit <- lm(as.formula(i_lm),
                           data = GLODAP_basin_era_slab)
          }
          
          # find max predictor correlation
          i_cor_max <- GLODAP_basin_era_slab %>%
            select(!!!syms(str_split(i_predictors, " ",
                                     simplify = TRUE))) %>%
            correlate(quiet = TRUE) %>%
            select(-term) %>%
            abs() %>%
            max(na.rm = TRUE)
          
          # calculate root mean squared error
          i_rmse <- sqrt(c(crossprod(i_lm_fit$residuals)) /
                           length(i_lm_fit$residuals))
          
          # calculate maximum residual
          i_resid_max <- max(abs(i_lm_fit$residuals))
          
          # calculate Akaike information criterion aic
          i_aic <- AIC(i_lm_fit)
          
          # calculate max VIF
          if (is.na(max(i_lm_fit$coefficients))) {
            i_vif_max <- as.double("NA")
          } else{
            i_vif_max <- max(vif(i_lm_fit))
          }
          
          # collect model coefficients and diagnostics
          coefficients <- tidy(i_lm_fit)
          
          coefficients <- coefficients %>%
            mutate(
              basin = i_basin,
              era = i_era,
              gamma_slab = i_gamma_slab,
              model = i_lm,
              nr_obs = i_nr_obs,
              rmse = i_rmse,
              aic = i_aic,
              vif_max = i_vif_max,
              resid_max = i_resid_max,
              n_predictors = i_n_predictors,
              na_predictor = anyNA(coefficients$estimate),
              cor_max = i_cor_max
            )
          
          if (exists("lm_all_fitted")) {
            lm_all_fitted <- bind_rows(lm_all_fitted, coefficients)
          }
          
          if (!exists("lm_all_fitted")) {
            lm_all_fitted <- coefficients
          }
        }
      }
    }
  }
}

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

5 Prepare coeffcients

Coefficients are prepared for the mapping of Cant and the chosen target variable.

5.1 Formatting

# lm_all_fitted <- lm_all_fitted_1

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

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

# set coefficient to zero if not fitted (=NA)
lm_all_fitted <- lm_all_fitted %>%
  mutate(estimate = if_else(is.na(estimate), 0, estimate))

# Prepare model coefficients for mapping of target variable
lm_all_fitted_wide <- lm_all_fitted %>%
  pivot_wider(
    values_from = estimate,
    names_from = term,
    names_prefix = "coeff_",
    values_fill = 0
  )

5.2 Predictor selection

Within each basin and slab, the following number of best linear regression models was selected:

• 10

The criterion used to select the best models was:

• rmse

The criterion was summed up for two adjacent eras, and the models with lowest summed values were selected.

Please note, that currently the lm() function produces NAs for some predictors. It is not yet entirely clear when this happens, but presumably it is caused by some form of collinearity between predictors, such that including another predictor does not help to explain the target variable any better. The issues also expresses as exactly identical rmse values of different models. As an interim solution, models with fitted NA predictors were not included.

# remove models with predictors fitted as NA
lm_all_fitted_wide <- lm_all_fitted_wide %>%
  filter(na_predictor == FALSE)

5.3 VIF threshold

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

• 1000

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

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

# lm_all_fitted_wide_check <- lm_all_fitted_wide %>%
#   group_by(era, basin, gamma_slab) %>% 
#   count() 
#   filter(n < params_local$MLR_number)

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

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

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

# subset models with lowest summed criterion
# chose which criterion is applied

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

5.4 RMSE tables

5.4.1 per model

lm_best %>%
  kable() %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")

basin	gamma_slab	n_predictors	model	nr_obs	rmse	aic	vif_max	resid_max	eras	rmse_sum	rmse_lag	aic_sum	vif_max_sum	rank	rank_sum
Atlantic	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	427	4.5316447	2516.2400533	383.774945	19.9794509	1982-1999 –> 2000-2009	8.6285576	4.0969128	6604.2480980	611.676693	1	2
Atlantic	(-Inf,26]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	427	4.6176382	2532.2938979	384.530763	19.6054726	1982-1999 –> 2000-2009	8.7174406	4.0998024	6621.3172417	620.306377	4	6
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	427	4.5657837	2522.6495077	216.428986	21.0351548	1982-1999 –> 2000-2009	8.8483409	4.2825572	6674.4734410	348.873295	2	5
Atlantic	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	427	4.5673663	2520.9454896	210.512426	21.1014899	1982-1999 –> 2000-2009	8.9518879	4.3845215	6704.6529023	340.498287	3	10
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	427	4.6226568	2533.2215508	257.147509	20.8472975	1982-1999 –> 2000-2009	8.9606214	4.3379646	6703.5566032	389.666113	5	10
Atlantic	(-Inf,26]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	427	4.6561473	2537.3863619	209.085601	20.8164963	1982-1999 –> 2000-2009	9.0211414	4.3649940	6714.6660702	341.132135	6	12
Atlantic	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	427	4.9018346	2583.3000518	382.246287	19.4979675	1982-1999 –> 2000-2009	9.1948965	4.2930620	6738.6518627	619.305711	8	12
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	427	4.7437812	2555.3102086	227.235521	20.8658266	1982-1999 –> 2000-2009	9.2470121	4.5032309	6779.4866672	359.497347	7	15
Atlantic	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + phosphate	427	4.9426658	2588.3842245	207.762248	20.7822416	1982-1999 –> 2000-2009	9.4729053	4.5302395	6819.1714367	340.000567	10	19
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	427	4.9198849	2586.4390058	317.956777	21.2166874	1982-1999 –> 2000-2009	9.5916900	4.6718051	6863.5360623	509.052722	9	21
Atlantic	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	578	4.9216922	3496.5551454	225.843143	25.9588952	2000-2009 –> 2010-2019	9.4533370	4.5316447	6012.7951987	609.618088	1	2
Atlantic	(-Inf,26]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	578	4.9611785	3505.7926188	230.443408	25.2458017	2000-2009 –> 2010-2019	9.5788167	4.6176382	6038.0865167	614.974171	2	6
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	578	5.3226092	3587.0828980	217.456246	38.1781310	2000-2009 –> 2010-2019	9.8883928	4.5657837	6109.7324058	433.885232	6	8
Atlantic	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	578	5.3263972	3585.9053104	189.559917	37.2789442	2000-2009 –> 2010-2019	9.8937635	4.5673663	6106.8508000	400.072343	7	10
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	578	5.3362440	3590.0404185	207.625233	37.7595546	2000-2009 –> 2010-2019	9.9589008	4.6226568	6123.2619693	464.772742	8	13
Atlantic	(-Inf,26]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	578	5.3499409	3591.0038078	191.282028	36.2493575	2000-2009 –> 2010-2019	10.0060883	4.6561473	6128.3901697	400.367629	9	15
Atlantic	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	578	5.2266968	3566.0620405	230.130533	19.2510964	2000-2009 –> 2010-2019	10.1285314	4.9018346	6149.3620923	612.376820	5	13
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	578	5.4201543	3608.0766090	197.764838	35.9595009	2000-2009 –> 2010-2019	10.1639355	4.7437812	6163.3868176	425.000360	10	17
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	578	5.5320422	3631.6968809	275.890020	33.5622391	2000-2009 –> 2010-2019	10.4519270	4.9198849	6218.1358867	593.846797	14	23
Atlantic	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	578	5.1041110	3538.6264523	208.962470	30.1980147	2000-2009 –> 2010-2019	10.4702927	5.3661817	6199.2195513	402.323866	3	16
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	406	5.3880995	2533.7425833	179.336178	15.7563020	1982-1999 –> 2000-2009	11.6362984	6.2481989	6975.9202638	250.859576	1	3
Atlantic	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	406	5.4069902	2536.5844717	981.443067	15.1986027	1982-1999 –> 2000-2009	11.7497775	6.3427873	6999.2262945	1261.916929	2	10
Atlantic	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	406	5.4216366	2538.7810434	176.581535	15.8554181	1982-1999 –> 2000-2009	11.7598751	6.3382385	7000.4457427	245.688131	3	10
Atlantic	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	406	5.4379310	2541.2177949	360.374892	16.1658152	1982-1999 –> 2000-2009	11.7761048	6.3381738	7002.8685895	482.027382	4	10
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	406	5.5447791	2557.0177952	198.173545	19.2672818	1982-1999 –> 2000-2009	11.7814529	6.2366738	6996.6808869	294.895684	7	8
Atlantic	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	406	5.4467015	2542.5263675	192.965408	16.4291584	1982-1999 –> 2000-2009	11.7847090	6.3380075	7004.1414200	297.433413	5	10
Atlantic	(26,26.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	406	5.5953614	2562.3916909	192.954063	19.4439556	1982-1999 –> 2000-2009	11.9391314	6.3437700	7023.2445210	288.382849	8	17
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	406	5.6633582	2574.1999258	398.182338	15.0212681	1982-1999 –> 2000-2009	11.9877559	6.3243977	7032.8871732	520.262358	9	13
Atlantic	(26,26.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	406	5.7824671	2591.1003916	195.134715	17.2221546	1982-1999 –> 2000-2009	12.0857582	6.3032911	7045.2345969	290.076603	11	14
Atlantic	(26,26.5]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	406	5.8046747	2592.2129112	191.882710	18.4591858	1982-1999 –> 2000-2009	12.1515599	6.3468852	7053.7344024	283.905210	13	23
Atlantic	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	620	5.2559890	3831.1003407	36.376628	13.1550538	2000-2009 –> 2010-2019	10.6776256	5.4216366	6369.8813841	212.958163	3	6
Atlantic	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	620	5.2357696	3826.3209527	66.583045	13.3539173	2000-2009 –> 2010-2019	10.6824711	5.4467015	6368.8473202	259.548453	1	6
Atlantic	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	620	5.2445959	3828.4095317	93.087715	13.3211333	2000-2009 –> 2010-2019	10.6825268	5.4379310	6369.6273266	453.462606	2	6
Atlantic	(26,26.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	620	5.3046352	3842.5242265	304.210891	13.2188683	2000-2009 –> 2010-2019	10.7116254	5.4069902	6379.1086982	1285.653959	4	6
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	620	5.5846465	3906.3099908	38.734893	13.6459050	2000-2009 –> 2010-2019	10.9727460	5.3880995	6440.0525741	218.071072	9	10
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	620	5.4686071	3880.2734566	23.353665	16.2865809	2000-2009 –> 2010-2019	11.0017322	5.5331251	6435.5827976	109.451493	5	11
Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	620	5.5008572	3887.5646519	64.483993	14.9947440	2000-2009 –> 2010-2019	11.0456363	5.5447791	6444.5824471	262.657538	7	14
Atlantic	(26,26.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	620	5.5079061	3887.1526079	62.171269	14.7629980	2000-2009 –> 2010-2019	11.1032675	5.5953614	6449.5442989	255.125332	8	16
Atlantic	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	620	5.4757002	3879.8807873	22.579874	16.2816232	2000-2009 –> 2010-2019	11.2722551	5.7965548	6470.9570388	108.644512	6	18
Atlantic	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	620	5.7869020	3950.4241741	97.113658	16.5464327	2000-2009 –> 2010-2019	11.4502602	5.6633582	6524.6240999	495.295996	10	19
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	328	4.9150574	1989.3747237	58.220855	17.4489918	1982-1999 –> 2000-2009	8.4058116	3.4907543	4955.3510735	101.028223	1	2
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	328	4.9736548	1997.1493250	61.073975	17.7180169	1982-1999 –> 2000-2009	8.4644091	3.4907543	4963.1256792	106.429442	6	8
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	328	4.9466150	1993.5731719	516.114778	17.2693602	1982-1999 –> 2000-2009	8.4664494	3.5198344	4968.7250197	847.850116	4	12
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	328	5.0233341	2003.6692627	70.091429	17.9824495	1982-1999 –> 2000-2009	8.5290559	3.5057218	4974.3777371	117.847596	8	11
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	328	5.0315975	2004.7474984	66.638312	18.1137086	1982-1999 –> 2000-2009	8.5384039	3.5068064	4975.7980774	116.311691	11	15
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	328	5.0287539	2004.3766535	514.463178	17.9903933	1982-1999 –> 2000-2009	8.5390090	3.5102551	4976.5143946	846.071020	10	17
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	328	5.0260475	2004.0235050	57.934017	16.6791346	1982-1999 –> 2000-2009	8.5529136	3.5268661	4981.3826446	102.067645	9	18
Atlantic	(26.5,26.75]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	328	5.0517239	2005.3662677	58.220330	18.2307995	1982-1999 –> 2000-2009	8.5595315	3.5078075	4974.7325603	101.024528	17	23
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	328	5.0400502	2005.8486012	57.439180	16.8995062	1982-1999 –> 2000-2009	8.5687016	3.5286514	4983.7674355	105.186270	14	24
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	328	5.0416336	2006.0546612	435.193811	16.8115599	1982-1999 –> 2000-2009	8.5755793	3.5339457	4985.6316833	744.742746	15	26
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	395	4.6418667	2347.7035509	24.932435	17.0200272	2000-2009 –> 2010-2019	9.5569241	4.9150574	4337.0782747	83.153290	4	5
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	395	4.5723991	2335.7914887	23.008989	17.2134526	2000-2009 –> 2010-2019	9.5984466	5.0260475	4339.8149937	80.943006	1	10
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	395	4.6813139	2354.3887078	24.639632	16.5032088	2000-2009 –> 2010-2019	9.6101198	4.9288059	4345.5958466	83.214844	6	9
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	395	4.5736576	2336.0088883	24.815708	17.2705279	2000-2009 –> 2010-2019	9.6137077	5.0400502	4341.8574895	82.254888	2	16
Atlantic	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	395	4.5754974	2336.3266204	111.564476	17.3310145	2000-2009 –> 2010-2019	9.6171310	5.0416336	4342.3812817	546.758286	3	18
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	395	4.6804387	2354.2410059	24.901533	17.1289289	2000-2009 –> 2010-2019	9.6540936	4.9736548	4351.3903309	85.975508	5	11
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	395	4.6915103	2356.1075398	25.272575	18.2422464	2000-2009 –> 2010-2019	9.7148444	5.0233341	4359.7768025	95.364004	8	16
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	395	4.7702867	2369.2625111	121.816554	16.7186868	2000-2009 –> 2010-2019	9.7169017	4.9466150	4362.8356829	637.931332	17	21
Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	395	4.6825591	2352.5988144	21.665371	16.6212354	2000-2009 –> 2010-2019	9.7245559	5.0419968	4356.7007284	78.565754	7	23
Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	395	4.6931219	2356.3788663	25.408431	18.2683540	2000-2009 –> 2010-2019	9.7247194	5.0315975	4361.1263648	92.046742	10	21
Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	539	3.8082999	2985.0988614	505.714109	15.6728227	1982-1999 –> 2000-2009	7.0530223	3.2447224	6991.6981772	1015.598105	4	6
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	539	3.8254559	2989.9442548	570.173377	16.0683768	1982-1999 –> 2000-2009	7.0867687	3.2613128	7004.3873567	925.210552	6	16
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	539	3.8469291	2995.9784091	77.648212	15.7330620	1982-1999 –> 2000-2009	7.1031891	3.2562600	7008.0368215	135.860621	8	16
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	539	3.8505609	2996.9956209	79.898032	15.7210098	1982-1999 –> 2000-2009	7.1094378	3.2588769	7010.2895873	141.836779	9	18
Atlantic	(26.75,27]	4	cstar_tref ~ sal + aou + silicate + phosphate	539	3.8587291	2997.2799858	476.184701	14.5474277	1982-1999 –> 2000-2009	7.1253309	3.2666017	7012.2152866	819.459487	11	23
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	539	3.7573544	2970.5806090	189.572363	18.6431904	1982-1999 –> 2000-2009	7.1747629	3.4174085	7056.9293855	391.987054	1	35
Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	539	3.9400474	3021.7615292	38.592403	15.3973287	1982-1999 –> 2000-2009	7.1842860	3.2442386	7028.1314729	85.913919	14	15
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	539	3.7736789	2975.2540390	24.405639	18.6491907	1982-1999 –> 2000-2009	7.1987735	3.4250946	7065.0580387	58.055825	2	38
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	539	3.7777941	2976.4289404	41.054822	18.6420428	1982-1999 –> 2000-2009	7.2054565	3.4276624	7067.3855553	96.782733	3	40
Atlantic	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	539	3.9801863	3032.6879944	43.425118	15.8150345	1982-1999 –> 2000-2009	7.2264555	3.2462693	7040.0203295	95.473031	16	21
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	639	4.4189263	3726.3794986	146.710538	15.0085421	2000-2009 –> 2010-2019	8.1762807	3.7573544	6696.9601076	336.282901	6	7
Atlantic	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	639	4.3760570	3713.9206992	278.707712	15.7501254	2000-2009 –> 2010-2019	8.1843568	3.8082999	6699.0195606	784.421821	1	5
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	639	4.4413047	3732.8352336	27.375206	14.9424517	2000-2009 –> 2010-2019	8.2149837	3.7736789	6708.0892725	51.780845	12	14
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	639	4.4459632	3734.1750075	36.624519	14.9046657	2000-2009 –> 2010-2019	8.2237572	3.7777941	6710.6039479	77.679340	13	16
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	639	4.4039497	3722.0407298	249.829790	15.9721193	2000-2009 –> 2010-2019	8.2294056	3.8254559	6711.9849846	820.003167	2	8
Atlantic	(26.75,27]	4	cstar_tref ~ sal + aou + nitrate + phosphate	639	4.4263367	3726.5208580	99.525193	15.1803664	2000-2009 –> 2010-2019	8.2407594	3.8144227	6711.3514865	242.888921	10	15
Atlantic	(26.75,27]	4	cstar_tref ~ sal + aou + silicate + phosphate	639	4.4039888	3720.0520938	234.735831	15.9429393	2000-2009 –> 2010-2019	8.2627180	3.8587291	6717.3320796	710.920532	3	14
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	639	4.4161921	3725.5884944	40.513655	16.1098650	2000-2009 –> 2010-2019	8.2631213	3.8469291	6721.5669035	118.161867	5	13
Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	639	4.4190618	3726.4186764	43.618881	16.1314763	2000-2009 –> 2010-2019	8.2696227	3.8505609	6723.4142972	123.516913	7	16
Atlantic	(26.75,27]	4	cstar_tref ~ sal + temp + aou + phosphate	639	4.4814454	3742.3339469	102.735601	15.4027451	2000-2009 –> 2010-2019	8.3134778	3.8320324	6732.1298388	265.197448	14	21
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	794	3.4997322	4256.5404718	533.691828	14.8438818	1982-1999 –> 2000-2009	6.1898775	2.6901453	10898.8253546	970.181828	1	2
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	794	3.6126034	4306.9471436	81.054229	14.0896548	1982-1999 –> 2000-2009	6.3592622	2.7466588	11006.4460140	176.129744	4	6
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	794	3.6089386	4305.3353765	403.119372	11.9405026	1982-1999 –> 2000-2009	6.4011366	2.7921980	11050.0878548	826.526359	2	6
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	794	3.6406344	4319.2212239	125.835664	13.8718547	1982-1999 –> 2000-2009	6.4034916	2.7628572	11034.9022966	268.196381	5	8
Atlantic	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate	794	3.6091341	4303.4213791	251.100630	11.9361959	1982-1999 –> 2000-2009	6.4220285	2.8128944	11066.4971037	475.410028	3	8
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	794	3.8055741	4389.5837565	28.590583	13.3025084	1982-1999 –> 2000-2009	6.6703537	2.8647796	11204.9590100	62.146399	10	17
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	794	3.7695786	4374.4919843	234.763604	12.0018450	1982-1999 –> 2000-2009	6.6779085	2.9083299	11231.3882259	352.497077	6	19
Atlantic	(27,27.25]	4	cstar_tref ~ sal + aou + silicate + phosphate	794	3.7778490	4375.9722105	223.409424	11.4312335	1982-1999 –> 2000-2009	6.6910179	2.9131689	11235.4435288	336.864721	7	23
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	794	3.8171397	4394.4025906	39.249481	12.2337410	1982-1999 –> 2000-2009	6.7282693	2.9111296	11253.9467496	63.413626	11	26
Atlantic	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	794	3.8403629	4404.0345873	31.519592	13.5381526	1982-1999 –> 2000-2009	6.7312208	2.8908579	11244.3481151	69.518624	14	24
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1170	3.3896665	6190.8279968	544.411713	10.9317533	2000-2009 –> 2010-2019	6.8893987	3.4997322	10447.3684686	1078.103541	4	5
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1170	3.3520316	6164.7020166	274.624206	10.5924659	2000-2009 –> 2010-2019	6.9609702	3.6089386	10470.0373931	677.743578	1	3
Atlantic	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1170	3.3901517	6189.1628671	219.789866	10.6875123	2000-2009 –> 2010-2019	6.9992857	3.6091341	10492.5842462	470.890496	5	8
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1170	3.4625813	6240.6297228	77.491389	10.0237686	2000-2009 –> 2010-2019	7.0751847	3.6126034	10547.5768664	158.545618	14	18
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1170	3.4759353	6249.6369933	114.841425	9.9417060	2000-2009 –> 2010-2019	7.1165697	3.6406344	10568.8582172	240.677089	16	21
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1170	3.3795536	6183.8362854	154.288628	10.7943746	2000-2009 –> 2010-2019	7.1491322	3.7695786	10558.3282697	389.052232	2	8
Atlantic	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1170	3.3888787	6190.2840409	17.757391	9.9925736	2000-2009 –> 2010-2019	7.1944528	3.8055741	10579.8677974	46.347974	3	13
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1170	3.3995154	6197.6171094	26.170115	10.9488565	2000-2009 –> 2010-2019	7.2166551	3.8171397	10592.0196999	65.419595	7	18
Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1170	3.4055617	6201.7752748	30.013566	10.9892293	2000-2009 –> 2010-2019	7.2345449	3.8289832	10601.0973457	72.369330	8	21
Atlantic	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1170	3.3978524	6196.4721316	21.073528	10.1501600	2000-2009 –> 2010-2019	7.2382153	3.8403629	10600.5067190	52.593120	6	20
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1347	2.4672162	6269.5461656	573.524188	10.8408507	1982-1999 –> 2000-2009	4.5357273	2.0685111	18295.5532009	1122.403068	1	3
Atlantic	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1347	2.4708405	6271.5006686	326.991206	11.0004647	1982-1999 –> 2000-2009	4.5542032	2.0833628	18335.5570673	630.908419	2	6
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1347	2.5204944	6327.1023952	360.775383	10.3639377	1982-1999 –> 2000-2009	4.5575725	2.0370781	18267.3896257	764.485332	3	4
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1347	2.5577522	6366.6334826	494.418716	10.7687389	1982-1999 –> 2000-2009	4.6319558	2.0742035	18408.0247861	1046.053852	4	7
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1347	2.6297432	6441.4118100	28.992859	12.5092098	1982-1999 –> 2000-2009	4.7977741	2.1680309	18730.4704853	56.784450	5	10
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1347	2.6629033	6475.1697982	30.507067	12.7819272	1982-1999 –> 2000-2009	4.8655756	2.2026723	18852.9675831	60.415847	7	13
Atlantic	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1347	2.6401891	6450.0917266	20.410547	12.3997673	1982-1999 –> 2000-2009	4.8716733	2.2314842	18898.6391551	37.568117	6	14
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1347	2.7146815	6527.0498542	13.919885	13.1316874	1982-1999 –> 2000-2009	4.9375097	2.2228282	18955.8402466	26.844968	9	16
Atlantic	(27.25,27.5]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	1347	2.6756308	6486.0152836	20.233992	12.6472363	1982-1999 –> 2000-2009	4.9482017	2.2725709	19036.6971280	39.226183	8	18
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1347	2.7514201	6563.2640792	12.811790	13.4181154	1982-1999 –> 2000-2009	5.0219916	2.2705715	19111.0186326	24.904145	13	22
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2225	2.5619696	10514.7311980	637.000949	9.1555318	2000-2009 –> 2010-2019	5.0291858	2.4672162	16784.2773637	1210.525137	1	2
Atlantic	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2225	2.6218777	10615.5902095	391.928821	8.9460468	2000-2009 –> 2010-2019	5.0927182	2.4708405	16887.0908781	718.920027	11	13
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2225	2.5869850	10557.9707157	20.431015	9.3842756	2000-2009 –> 2010-2019	5.2167281	2.6297432	16999.3825258	49.423875	6	11
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2225	2.6987391	10746.1682793	317.487654	9.3507741	2000-2009 –> 2010-2019	5.2192336	2.5204944	17073.2706745	678.263036	17	20
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2225	2.5947165	10571.2503079	22.712004	9.4287844	2000-2009 –> 2010-2019	5.2576198	2.6629033	17046.4201061	53.219070	8	15
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2225	2.7158003	10774.2122197	422.654376	9.4055498	2000-2009 –> 2010-2019	5.2735525	2.5577522	17140.8457023	917.073093	19	23
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2225	2.5678397	10524.9154715	10.630995	8.7797908	2000-2009 –> 2010-2019	5.2825211	2.7146815	17051.9653256	24.550880	2	11
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2225	2.5719238	10531.9876138	39.671961	8.4655053	2000-2009 –> 2010-2019	5.3215201	2.7495963	17093.4653319	117.255478	3	14
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2225	2.5752207	10537.6883174	10.237982	8.7336736	2000-2009 –> 2010-2019	5.3266408	2.7514201	17100.9523966	23.049772	4	17
Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2225	2.5770677	10540.8788491	45.369534	8.5139221	2000-2009 –> 2010-2019	5.3353413	2.7582736	17110.8450163	127.209458	5	19
Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1745	1.5401744	6473.4112955	194.371110	11.3698611	1982-1999 –> 2000-2009	2.9016462	1.3614718	19125.8369745	431.749010	1	2
Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1745	1.5552697	6507.4503996	38.889181	12.0061338	1982-1999 –> 2000-2009	2.9400286	1.3847589	19283.9534432	68.083010	4	6
Atlantic	(27.5,27.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	1745	1.5506052	6494.9674943	55.444884	11.2634898	1982-1999 –> 2000-2009	2.9598596	1.4092544	19397.7545555	147.444199	2	7
Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1745	1.5700889	6540.5469333	47.940113	12.4571264	1982-1999 –> 2000-2009	2.9694117	1.3993229	19393.5926917	86.584708	7	10
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1745	1.5541462	6504.9283054	43.108295	12.1375181	1982-1999 –> 2000-2009	2.9816090	1.4274629	19503.6370511	94.486237	3	9
Atlantic	(27.5,27.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1745	1.5871936	6576.3618660	191.721518	13.1597908	1982-1999 –> 2000-2009	2.9954160	1.4082224	19473.7891381	429.081609	10	14
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1745	1.5666792	6532.9595803	12.322878	11.7890853	1982-1999 –> 2000-2009	2.9959075	1.4292283	19540.7111433	24.216372	6	13
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1745	1.5730880	6547.2070892	46.180299	12.3587473	1982-1999 –> 2000-2009	3.0236612	1.4505732	19663.4119856	100.251735	8	18
Atlantic	(27.5,27.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1745	1.6052187	6615.7729510	37.484337	13.8656510	1982-1999 –> 2000-2009	3.0442936	1.4390749	19671.7545150	65.760714	15	24
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1745	1.5890767	6582.4998927	11.930109	11.8518038	1982-1999 –> 2000-2009	3.0507544	1.4616778	19754.4976593	23.173743	12	24
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate	3018	1.8791695	12384.4023572	484.826416	5.5558419	2000-2009 –> 2010-2019	3.4623441	1.5831746	18951.9158376	1007.177118	2	12
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3018	1.8752987	12373.9562153	404.678245	6.3685650	2000-2009 –> 2010-2019	3.4759954	1.6006968	18981.8838656	1149.699553	1	15
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	3018	1.9302415	12548.2589537	29.540650	5.8712030	2000-2009 –> 2010-2019	3.4843877	1.5541462	19053.1872591	72.648945	4	7
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3018	1.8873655	12412.6711185	524.515309	6.5130890	2000-2009 –> 2010-2019	3.5034887	1.6161233	19054.0721235	1441.682397	3	22
Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	3018	1.9672804	12662.9850374	217.040106	6.0383253	2000-2009 –> 2010-2019	3.5074548	1.5401744	19136.3963329	411.411216	8	9
Atlantic	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	3018	1.9687248	12667.4149918	23.324983	6.0082292	2000-2009 –> 2010-2019	3.5239945	1.5552697	19174.8653914	62.214163	10	14
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	3018	1.9517581	12615.1707400	31.124398	5.8659795	2000-2009 –> 2010-2019	3.5248462	1.5730880	19162.3778292	77.304697	6	14
Atlantic	(27.5,27.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	3018	1.9791817	12697.3903338	7.592734	6.2037976	2000-2009 –> 2010-2019	3.5344651	1.5552835	19202.8715892	14.876308	20	25
Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	3018	1.9324783	12553.2495210	12.292590	5.7118923	2000-2009 –> 2010-2019	3.5352747	1.6027964	19163.7520253	36.741694	5	21
Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	3018	1.9740920	12683.8482004	8.819971	5.7037305	2000-2009 –> 2010-2019	3.5407712	1.5666792	19216.8077806	21.142848	14	20
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	523	1.5701947	1970.1644958	313.578172	4.9761595	1982-1999 –> 2000-2009	2.8874866	1.3172919	5081.7407887	723.648110	2	3
Atlantic	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	523	1.5598682	1963.2627133	222.327336	5.0819441	1982-1999 –> 2000-2009	2.8984312	1.3385630	5104.1209798	318.593251	1	3
Atlantic	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	523	1.5702119	1968.1759551	208.785636	4.9632730	1982-1999 –> 2000-2009	2.9112904	1.3410785	5110.4662910	299.587993	3	7
Atlantic	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	523	1.6012179	1990.6293918	278.267184	5.1681518	1982-1999 –> 2000-2009	2.9583781	1.3571603	5156.7101193	399.738360	4	9
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	523	1.6196472	2002.5996391	377.362899	5.2024683	1982-1999 –> 2000-2009	2.9585562	1.3389089	5143.9303352	898.006974	5	8
Atlantic	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	523	1.6238274	2003.2957990	261.566467	5.3061951	1982-1999 –> 2000-2009	2.9818113	1.3579839	5168.4855833	377.951866	6	12
Atlantic	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	523	1.6423067	2015.1321407	42.594570	6.5288387	1982-1999 –> 2000-2009	3.1462186	1.5039119	5366.9031485	167.421820	7	16
Atlantic	(27.75,27.85]	3	cstar_tref ~ aou + nitrate + phosphate	523	1.6436776	2014.0049378	23.543738	6.4673125	1982-1999 –> 2000-2009	3.1503618	1.5066842	5367.1424540	75.043226	8	18
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	523	1.6963117	2050.9749889	69.420940	6.7081429	1982-1999 –> 2000-2009	3.1640111	1.4676994	5360.1911789	102.152909	9	16
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	523	1.7158278	2060.9405499	56.711298	7.0558715	1982-1999 –> 2000-2009	3.2074521	1.4916243	5397.7146468	89.271806	15	23
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	856	1.4388800	3066.1596769	207.385510	6.4627321	2000-2009 –> 2010-2019	3.0090747	1.5701947	5036.3241727	520.963682	1	3
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	856	1.4542519	3084.3524208	269.053540	6.5308259	2000-2009 –> 2010-2019	3.0738991	1.6196472	5086.9520599	646.416439	2	7
Atlantic	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	856	1.8112804	3460.2089617	83.601578	9.3999337	2000-2009 –> 2010-2019	3.3711486	1.5598682	5423.4716750	305.928914	3	4
Atlantic	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	856	1.8248236	3472.9621785	106.745787	9.4601503	2000-2009 –> 2010-2019	3.4260414	1.6012179	5463.5915703	385.012971	4	8
Atlantic	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	856	1.9279234	3565.0540110	75.993417	9.9472805	2000-2009 –> 2010-2019	3.4981353	1.5702119	5533.2299662	284.779052	5	8
Atlantic	(27.75,27.85]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	856	1.9343794	3570.7773655	99.860529	9.9798256	2000-2009 –> 2010-2019	3.5582068	1.6238274	5574.0731645	361.426996	6	12
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	856	1.9431772	3580.5460537	92.112916	11.6895767	2000-2009 –> 2010-2019	3.6429124	1.6997353	5633.6300117	261.833022	7	17
Atlantic	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	856	2.0341378	3656.8660831	128.596935	12.4284513	2000-2009 –> 2010-2019	3.6764444	1.6423067	5671.9982238	171.191504	10	17
Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	856	1.9873744	3617.0489609	62.517332	11.8825289	2000-2009 –> 2010-2019	3.6875503	1.7001759	5668.4040289	146.747774	8	20
Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	856	2.0456091	3668.4936203	29.322320	11.9528820	2000-2009 –> 2010-2019	3.7419208	1.6963117	5719.4686092	98.743260	11	20
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	973	1.8499516	3972.3547265	55.756515	6.8684211	1982-1999 –> 2000-2009	4.5037265	2.6537749	13891.7507052	120.938213	1	5
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	973	1.8576396	3980.4251572	55.010158	6.8874561	1982-1999 –> 2000-2009	4.5116540	2.6540144	13900.1942930	138.763305	2	7
Atlantic	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	973	2.5337648	4584.4627917	428.285751	8.0106392	1982-1999 –> 2000-2009	4.9873239	2.4535591	14179.4166012	1352.368825	9	10
Atlantic	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	973	2.6113152	4643.1302960	65.398179	8.0256351	1982-1999 –> 2000-2009	5.0997615	2.4884463	14296.4798031	96.673509	11	13
Atlantic	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	973	2.6279728	4655.5043841	64.631168	8.0350876	1982-1999 –> 2000-2009	5.1282458	2.5002730	14328.4642515	102.408694	12	15
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	973	2.3793814	4462.1260639	48.850065	9.7945201	1982-1999 –> 2000-2009	5.2391289	2.8597475	14690.6888989	86.627064	5	15
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	973	2.3838014	4465.7376553	55.525777	9.8481810	1982-1999 –> 2000-2009	5.2471201	2.8633187	14699.4622790	97.033142	6	18
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	973	2.2119265	4320.1134463	79.932479	10.3506950	1982-1999 –> 2000-2009	5.3938120	3.1818856	14990.1555251	103.679120	3	25
Atlantic	(27.85,27.95]	4	cstar_tref ~ temp + aou + silicate + phosphate	973	2.5597165	4602.2929590	335.563890	7.8276494	1982-1999 –> 2000-2009	5.4089842	2.8492678	14813.6713452	940.224016	10	19
Atlantic	(27.85,27.95]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	973	2.6332713	4657.4239534	43.174789	7.8832266	1982-1999 –> 2000-2009	5.4931389	2.8598676	14884.1604962	63.996828	13	24
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1605	2.0923198	6938.6502462	493.452034	17.1978880	2000-2009 –> 2010-2019	3.9231375	1.8308177	10890.7728915	915.323168	1	2
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1605	2.1129791	6970.1899697	37.531927	17.1652326	2000-2009 –> 2010-2019	3.9629307	1.8499516	10942.5446962	93.288442	2	4
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1605	2.1195863	6980.2119001	45.476132	17.1570778	2000-2009 –> 2010-2019	3.9772259	1.8576396	10960.6370573	100.486289	3	6
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1605	3.0702342	8169.6225040	484.820652	12.0896511	2000-2009 –> 2010-2019	5.0186438	1.9484096	12242.8850957	730.788954	5	9
Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1605	3.4103146	8504.8352871	365.491504	18.9802997	2000-2009 –> 2010-2019	5.4204311	2.0101165	12636.7726391	591.791239	14	19
Atlantic	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1605	3.0075804	8103.4389635	523.411273	9.3347534	2000-2009 –> 2010-2019	5.5413453	2.5337648	12687.9017553	951.697024	4	17
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1605	3.2717747	8373.7101890	567.544431	20.9247731	2000-2009 –> 2010-2019	5.6203955	2.3486208	12810.5143838	936.943203	9	17
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1605	3.2963853	8397.7657901	44.041638	20.8805244	2000-2009 –> 2010-2019	5.6757667	2.3793814	12859.8918540	92.891704	10	19
Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1605	3.3011442	8402.3965780	48.669302	20.9095402	2000-2009 –> 2010-2019	5.6849456	2.3838014	12868.1342333	104.195079	11	21
Atlantic	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1605	3.1043112	8205.0545254	38.971456	9.5561247	2000-2009 –> 2010-2019	5.7156264	2.6113152	12848.1848214	104.369635	6	21
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	2198	3.0474578	11150.1505297	314.327386	26.3841142	1982-1999 –> 2000-2009	5.7670201	2.7195623	32861.4148118	1246.423773	3	7
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2198	3.0451635	11146.8397576	388.225882	26.4158824	1982-1999 –> 2000-2009	5.7787269	2.7335634	32904.1555098	1132.300231	2	7
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2198	3.0595099	11167.5016582	303.874052	26.4802301	1982-1999 –> 2000-2009	5.8127517	2.7532418	32989.1449166	658.122199	5	11
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2198	2.8985658	10929.9475306	391.319283	18.8570107	1982-1999 –> 2000-2009	5.8186940	2.9201283	33279.3441289	945.222090	1	33
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2198	3.0728536	11186.6326259	317.646502	26.4367846	1982-1999 –> 2000-2009	5.8333132	2.7604596	33031.7552079	678.646339	6	13
Atlantic	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2198	3.2359571	11413.9853220	413.432383	14.1177228	1982-1999 –> 2000-2009	5.9074525	2.6714954	32965.3272054	828.536059	7	8
Atlantic	(27.95,28.05]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2198	3.2657547	11454.2797309	412.854415	14.0775079	1982-1999 –> 2000-2009	5.9590434	2.6932887	33078.4832677	827.128009	8	10
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2198	3.0591629	11165.0030354	139.814978	26.0524830	1982-1999 –> 2000-2009	5.9855054	2.9263425	33531.4639391	613.667647	4	37
Atlantic	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2198	3.3088396	11511.8965872	424.355665	14.3618609	1982-1999 –> 2000-2009	6.0138810	2.7050414	33175.1486813	843.182697	12	15
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	2198	3.2880386	11482.1740073	127.072312	26.1301962	1982-1999 –> 2000-2009	6.1174848	2.8294462	33546.6612925	838.631192	9	21
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	3353	2.7726475	16368.1983862	400.057594	21.8366878	2000-2009 –> 2010-2019	5.6712133	2.8985658	27298.1459168	791.376877	11	12
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	3353	2.6403976	16040.4551099	474.370499	17.4696856	2000-2009 –> 2010-2019	5.6878554	3.0474578	27190.6056396	788.697885	1	4
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3353	2.6500454	16064.9135593	495.968877	17.4050948	2000-2009 –> 2010-2019	5.6952088	3.0451635	27211.7533169	884.194758	2	4
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3353	2.6765153	16131.5640414	337.417168	17.4454623	2000-2009 –> 2010-2019	5.7360252	3.0595099	27299.0656996	641.291220	3	8
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3353	2.6839726	16150.2222437	346.289874	17.5230939	2000-2009 –> 2010-2019	5.7568262	3.0728536	27336.8548696	663.936376	4	10
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate	3353	2.7777037	16378.4162186	282.109362	23.2492628	2000-2009 –> 2010-2019	5.8368666	3.0591629	27543.4192540	421.924340	14	18
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	3353	2.7129681	16222.2800742	702.045960	18.8824446	2000-2009 –> 2010-2019	5.9932535	3.2802854	27696.0759787	1003.327814	5	15
Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	3353	2.7187620	16234.5863593	372.586747	18.7779687	2000-2009 –> 2010-2019	6.0068007	3.2880386	27716.7603666	499.659060	6	17
Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	3353	2.7367827	16280.8888920	179.628091	18.8825924	2000-2009 –> 2010-2019	6.0334060	3.2966233	27776.5253553	242.157553	7	19
Atlantic	(27.95,28.05]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	3353	2.8524052	16558.3800309	622.691461	17.3539792	2000-2009 –> 2010-2019	6.0372303	3.1848251	27902.3486304	1038.322284	19	26
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	484	1.4645902	1756.8975403	170.288855	5.3902817	1982-1999 –> 2000-2009	2.5383466	1.0737564	5797.1524040	422.595504	1	3
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	484	1.4647675	1757.0147302	339.700132	5.5304062	1982-1999 –> 2000-2009	2.5426344	1.0778669	5807.5934879	556.340220	2	6
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	484	1.4749874	1763.7451813	199.508745	5.3796318	1982-1999 –> 2000-2009	2.5432338	1.0682463	5790.0987303	450.103215	5	6
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	484	1.4754534	1764.0509419	344.208043	5.4492851	1982-1999 –> 2000-2009	2.5531177	1.0776643	5814.1216692	580.855806	6	9
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	484	1.4827581	1768.8315034	199.798692	5.4235966	1982-1999 –> 2000-2009	2.5609002	1.0781421	5820.0999945	437.758654	8	13
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	484	1.5002427	1778.1793531	150.043259	5.2328467	1982-1999 –> 2000-2009	2.5786387	1.0783960	5828.0839331	300.810530	9	15
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + nitrate + silicate	484	1.4660048	1755.8320942	168.172209	5.4680809	1982-1999 –> 2000-2009	2.5929227	1.1269178	5924.6560965	314.313631	3	11
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + silicate + phosphate	484	1.4755683	1762.1263303	199.351464	5.4305167	1982-1999 –> 2000-2009	2.6013522	1.1257839	5928.2301521	373.000260	7	14
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	484	1.4695457	1758.1672970	462.228319	5.3187688	1982-1999 –> 2000-2009	2.6176319	1.1480862	5977.2755381	1037.344021	4	15
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + silicate	484	1.5171457	1789.0246626	105.683204	5.5149778	1982-1999 –> 2000-2009	2.6497420	1.1325963	5971.4296326	171.452454	10	19
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	953	1.3010712	3218.1330691	453.560679	6.5643251	2000-2009 –> 2010-2019	2.7706169	1.4695457	4976.3003661	915.788998	1	5
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	953	1.3298556	3261.8409378	211.488708	7.3315198	2000-2009 –> 2010-2019	2.7946231	1.4647675	5018.8556681	551.188839	5	7
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	953	1.3201538	3247.8850519	205.027801	7.2733611	2000-2009 –> 2010-2019	2.7951413	1.4749874	5011.6302332	404.536546	2	7
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	953	1.3324347	3265.5338792	184.466240	7.3138058	2000-2009 –> 2010-2019	2.7970249	1.4645902	5022.4314196	354.755095	7	8
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	953	1.3278937	3259.0269777	213.885711	7.3588759	2000-2009 –> 2010-2019	2.8033471	1.4754534	5023.0779195	558.093754	3	9
Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	953	1.3296301	3261.5176830	206.071783	7.3417316	2000-2009 –> 2010-2019	2.8123882	1.4827581	5030.3491864	405.870475	4	12
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + nitrate + silicate	953	1.3541610	3294.3618482	161.462760	7.5274305	2000-2009 –> 2010-2019	2.8201658	1.4660048	5050.1939424	329.634970	9	12
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + silicate + phosphate	953	1.3483477	3286.1620180	188.681161	7.5315114	2000-2009 –> 2010-2019	2.8239161	1.4755683	5048.2883483	388.032625	8	15
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	953	1.3318787	3262.7383861	156.029169	7.2502247	2000-2009 –> 2010-2019	2.8321215	1.5002427	5040.9177392	306.072428	6	15
Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate	953	1.3578795	3299.5885406	146.140756	7.0219853	2000-2009 –> 2010-2019	2.8785890	1.5207095	5090.8843853	315.102728	10	21
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	529	0.8907807	1392.8718424	151.544168	2.8821577	1982-1999 –> 2000-2009	1.8785862	0.9878055	4605.6372632	256.633612	1	2
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	529	0.8940702	1396.7717207	449.877969	2.7111592	1982-1999 –> 2000-2009	1.8944280	1.0003578	4638.2513867	803.635385	2	4
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	529	0.8940758	1396.7782845	915.623869	2.7126598	1982-1999 –> 2000-2009	1.8944485	1.0003728	4638.2919997	1761.041928	3	6
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	529	0.8948049	1397.6406873	111.074870	2.8232296	1982-1999 –> 2000-2009	1.8954283	1.0006234	4639.7241272	179.757202	5	9
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	529	0.8950628	1397.9456072	159.298715	2.8466709	1982-1999 –> 2000-2009	1.8957735	1.0007107	4640.2274287	264.683589	6	11
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	529	0.8940919	1394.7973610	266.433445	2.7093484	1982-1999 –> 2000-2009	1.9030291	1.0089372	4653.6964191	439.702790	4	10
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + silicate	529	0.9258846	1431.7649514	67.527589	3.1034118	1982-1999 –> 2000-2009	1.9416797	1.0157951	4706.0685980	121.939221	8	15
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	529	0.9253278	1433.1284882	467.994512	2.5464505	1982-1999 –> 2000-2009	1.9845727	1.0592449	4804.6777435	803.746399	7	15
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	529	0.9360470	1443.3141974	310.387206	2.5704726	1982-1999 –> 2000-2009	2.0418922	1.1058452	4910.7673986	502.092545	9	18
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	529	1.0083019	1521.9841606	105.533476	3.0319038	1982-1999 –> 2000-2009	2.1400451	1.1317432	5042.0785482	170.231023	10	21
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	995	0.8751202	2572.2336603	96.681645	3.2883940	2000-2009 –> 2010-2019	1.7659009	0.8907807	3965.1055027	248.225813	1	2
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	995	0.8866083	2598.1871487	847.292346	3.1344526	2000-2009 –> 2010-2019	1.7806841	0.8940758	3994.9654332	1762.916215	2	5
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	995	0.8866702	2598.3262444	371.871118	3.1509833	2000-2009 –> 2010-2019	1.7807405	0.8940702	3995.0979651	821.749087	3	5
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	995	0.8875458	2598.2904076	210.678766	3.1636585	2000-2009 –> 2010-2019	1.7816377	0.8940919	3993.0877686	477.112212	5	9
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	995	0.8873386	2599.8256089	90.337177	3.2541999	2000-2009 –> 2010-2019	1.7821434	0.8948049	3997.4662962	201.412047	4	9
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	995	0.8875770	2600.3601940	103.179811	3.2801878	2000-2009 –> 2010-2019	1.7826398	0.8950628	3998.3058012	262.478527	6	12
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + silicate	995	0.9231183	2676.4918093	67.358919	3.3587996	2000-2009 –> 2010-2019	1.8490028	0.9258846	4108.2567607	134.886507	7	15
Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	995	0.9374915	2709.2380373	377.138513	3.1160252	2000-2009 –> 2010-2019	1.8628193	0.9253278	4142.3665255	845.133024	8	15
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	995	0.9566286	2747.4509233	241.374297	3.1789589	2000-2009 –> 2010-2019	1.8926756	0.9360470	4190.7651207	551.761504	9	18
Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	995	0.9773997	2790.1969850	71.013486	3.5542208	2000-2009 –> 2010-2019	1.9857016	1.0083019	4312.1811456	176.546961	10	20
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	396	2.3066082	1799.7356144	962.049322	9.6364919	1982-1999 –> 2000-2009	3.9241882	1.6175799	4663.5401489	1608.525807	1	2
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	396	2.3457745	1813.0708842	651.187052	10.1827580	1982-1999 –> 2000-2009	3.9677484	1.6219739	4680.9445126	1049.625833	2	5
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	396	2.3629185	1818.8381442	947.086239	10.4448282	1982-1999 –> 2000-2009	3.9875873	1.6246688	4689.2019288	1575.929953	3	7
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + silicate	396	2.3826419	1823.4215588	325.663434	11.5853831	1982-1999 –> 2000-2009	4.0014472	1.6188054	4686.3620235	492.032274	6	8
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	396	2.3671541	1818.2565677	371.157956	11.1015825	1982-1999 –> 2000-2009	4.0189797	1.6518256	4711.4860092	544.244253	4	11
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate	396	2.3975463	1828.3604106	327.488919	11.6644937	1982-1999 –> 2000-2009	4.0264671	1.6289209	4700.6448227	494.610132	8	13
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + silicate	396	2.4266319	1837.9106922	251.547338	12.0986720	1982-1999 –> 2000-2009	4.0597165	1.6330845	4714.0243463	403.369201	10	16
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + silicate	396	2.4572878	1847.8534199	676.896375	8.7422961	1982-1999 –> 2000-2009	4.3552613	1.8979735	4949.4413471	1255.800188	11	23
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	396	2.5013491	1861.9288678	435.416676	9.2531484	1982-1999 –> 2000-2009	4.4003360	1.8989869	4964.3174803	784.810103	13	26
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + silicate + phosphate	396	2.5443278	1875.4215782	657.351670	9.5600340	1982-1999 –> 2000-2009	4.4549438	1.9106160	4986.9679062	1215.677018	18	36
Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	674	1.8720003	2771.9352996	735.826363	15.4410690	2000-2009 –> 2010-2019	4.2177748	2.3457745	4585.0061837	1387.013415	1	2
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + silicate	674	1.8923838	2784.5338168	510.000708	14.0843152	2000-2009 –> 2010-2019	4.2750256	2.3826419	4607.9553756	835.664142	3	7
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + silicate	674	1.8723018	2770.1524150	417.047002	15.3119969	2000-2009 –> 2010-2019	4.2989338	2.4266319	4608.0631072	668.594340	2	10
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate	674	1.9074214	2795.2032157	518.882136	14.1944455	2000-2009 –> 2010-2019	4.3049677	2.3975463	4623.5636264	846.371055	4	10
Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	674	1.9453598	2821.7516615	534.988061	13.5873044	2000-2009 –> 2010-2019	4.3125140	2.3671541	4640.0082292	906.146017	5	7
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + nitrate + silicate	674	1.9869788	2850.2865750	856.457676	14.7103947	2000-2009 –> 2010-2019	4.4442666	2.4572878	4698.1399948	1533.354051	8	17
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	674	1.9919592	2853.6611011	568.094303	14.8804409	2000-2009 –> 2010-2019	4.4933083	2.5013491	4715.5899689	1003.510979	9	20
Atlantic	(28.15,28.2]	3	cstar_tref ~ sal + temp + silicate	674	2.0508324	2890.9244089	75.943734	14.7115808	2000-2009 –> 2010-2019	4.5138852	2.4630529	4738.6337804	121.864212	20	30
Atlantic	(28.15,28.2]	4	cstar_tref ~ temp + aou + silicate + phosphate	674	1.9997416	2858.9173698	834.235295	15.0954435	2000-2009 –> 2010-2019	4.5440694	2.5443278	4734.3389481	1491.586965	11	27
Atlantic	(28.15,28.2]	3	cstar_tref ~ temp + nitrate + silicate	674	1.9977013	2855.5412960	20.033003	13.9011912	2000-2009 –> 2010-2019	4.6114011	2.6136998	4750.2679032	31.674697	10	32
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	380	1.9491202	1599.6006174	712.912385	7.3270662	1982-1999 –> 2000-2009	3.2161466	1.2670265	4090.3951480	1401.043019	9	10
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	380	1.9501600	1598.0059707	699.147680	7.3267779	1982-1999 –> 2000-2009	3.2175965	1.2674365	4087.2845866	1309.288947	10	12
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	380	1.9305765	1592.3354632	243.272214	7.5483965	1982-1999 –> 2000-2009	3.2251321	1.2945557	4115.2861093	532.041198	3	10
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + phosphate	380	1.9306568	1590.3670967	231.009448	7.5532035	1982-1999 –> 2000-2009	3.2253826	1.2947257	4111.5142537	483.686521	4	12
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	380	1.9330231	1593.2979973	251.480409	7.5415692	1982-1999 –> 2000-2009	3.2254895	1.2924664	4113.8323758	421.561214	5	10
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + phosphate_star	380	1.9330525	1591.3095723	149.856287	7.5440859	1982-1999 –> 2000-2009	3.2255914	1.2925388	4109.9277500	297.311308	6	12
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	380	1.9354924	1594.2682378	539.731717	7.5331110	1982-1999 –> 2000-2009	3.2269764	1.2914840	4113.6650053	1076.365817	7	10
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	380	1.9354935	1592.2686476	535.139228	7.5335368	1982-1999 –> 2000-2009	3.2270217	1.2915282	4109.7166693	1030.192369	8	12
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	380	1.9268746	1590.8767675	234.039227	7.7871979	1982-1999 –> 2000-2009	3.2463351	1.3194605	4142.3343416	463.426332	1	14
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	380	1.9279595	1589.3045670	194.353389	7.8197066	1982-1999 –> 2000-2009	3.2499565	1.3219970	4141.6351951	405.551582	2	16
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	592	1.8975536	2452.4527609	236.479298	11.8869671	2000-2009 –> 2010-2019	3.8244282	1.9268746	4043.3295285	470.518525	2	3
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	592	1.8963642	2451.7103972	305.773275	11.6033427	2000-2009 –> 2010-2019	3.8269407	1.9305765	4044.0458604	549.045488	1	4
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	592	1.8989386	2453.3166336	219.468811	11.6275188	2000-2009 –> 2010-2019	3.8319617	1.9330231	4046.6146309	470.949220	3	8
Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	592	1.9014081	2454.8553518	794.680680	11.6493076	2000-2009 –> 2010-2019	3.8369005	1.9354924	4049.1235896	1334.412397	4	11
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + nitrate	592	1.9352630	2473.7512210	201.547886	12.1873364	2000-2009 –> 2010-2019	3.8632226	1.9279595	4063.0557880	395.901275	5	7
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + phosphate	592	1.9387548	2475.8856119	248.463088	12.0695883	2000-2009 –> 2010-2019	3.8694117	1.9306568	4066.2527086	479.472535	6	10
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + phosphate_star	592	1.9410942	2477.3133971	176.890622	12.1056535	2000-2009 –> 2010-2019	3.8741467	1.9330525	4068.6229694	326.746908	7	13
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	592	1.9438305	2478.9812482	692.284626	12.1405824	2000-2009 –> 2010-2019	3.8793239	1.9354935	4071.2498958	1227.423854	8	16
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	592	1.9520407	2483.9716212	971.437408	12.0472468	2000-2009 –> 2010-2019	3.9022007	1.9501600	4081.9775919	1670.585087	9	18
Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + silicate	592	1.9682035	2493.7347444	109.083580	13.3533775	2000-2009 –> 2010-2019	4.0687297	2.1005262	4148.1908049	338.464289	10	20
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	621	2.7674868	3040.6026725	443.354347	9.4864244	1982-1999 –> 2000-2009	6.2339617	3.4664749	7484.2983402	503.280427	15	16
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	621	2.6970963	3008.6039310	840.712158	9.6488960	1982-1999 –> 2000-2009	6.4285111	3.7314148	7574.8519953	981.330125	1	5
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	621	2.7079468	3013.5905404	146.518224	9.4935082	1982-1999 –> 2000-2009	6.4360323	3.7280855	7578.3532598	171.569320	5	8
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	621	2.7094183	3014.2652303	204.450104	9.4793001	1982-1999 –> 2000-2009	6.4373915	3.7279732	7578.9778206	234.949112	6	8
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	621	2.7049394	3012.2104185	816.743378	9.3650313	1982-1999 –> 2000-2009	6.4492404	3.7443010	7584.1950813	936.676264	3	10
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	621	2.7158056	3017.1897440	139.368407	9.2378415	1982-1999 –> 2000-2009	6.4493699	3.7335642	7584.3960592	218.287062	7	13
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	621	2.7183181	3018.3382510	209.734173	9.1793575	1982-1999 –> 2000-2009	6.4504959	3.7321778	7584.9265128	322.482479	9	14
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + phosphate	621	2.7054958	3010.4658379	806.668455	9.2763330	1982-1999 –> 2000-2009	6.4672267	3.7617309	7588.1785410	887.068682	4	14
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + phosphate_star	621	2.7169641	3015.7194458	138.543610	9.1055784	1982-1999 –> 2000-2009	6.4709803	3.7540161	7590.0160272	152.714517	8	17
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	621	2.7191183	3016.7038083	201.468630	9.0718293	1982-1999 –> 2000-2009	6.4727274	3.7536091	7590.8199520	227.829283	10	18
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	304	2.5987119	1457.3642987	39.846228	8.0751668	2000-2009 –> 2010-2019	5.3081302	2.7094183	4471.6295291	244.296332	2	8
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	304	2.6017276	1458.0694355	30.505759	8.0677032	2000-2009 –> 2010-2019	5.3096744	2.7079468	4471.6599759	177.023983	3	8
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	304	2.5973516	1457.0459568	96.562377	7.8846468	2000-2009 –> 2010-2019	5.3156698	2.7183181	4475.3842078	306.296551	1	10
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	304	2.6018006	1458.0865053	63.017005	7.8956358	2000-2009 –> 2010-2019	5.3176062	2.7158056	4475.2762493	202.385412	4	11
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	304	2.6026248	1456.2790808	35.712393	7.9920290	2000-2009 –> 2010-2019	5.3217432	2.7191183	4472.9828891	237.181023	5	15
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + phosphate_star	304	2.6055048	1456.9514948	21.026936	7.9857217	2000-2009 –> 2010-2019	5.3224689	2.7169641	4472.6709405	159.570545	6	14
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	304	2.6358018	1465.9805904	39.339821	8.0075912	2000-2009 –> 2010-2019	5.3337624	2.6979606	4474.9824659	223.941748	7	9
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	304	2.6634696	1472.3294433	171.838379	8.0741531	2000-2009 –> 2010-2019	5.3605659	2.6970963	4480.9333743	1012.550537	9	10
Indian	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	304	2.6719322	1474.2581795	148.718504	7.8988613	2000-2009 –> 2010-2019	5.3768717	2.7049394	4486.4685980	965.461882	10	13
Indian	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + phosphate	304	2.6728057	1472.4568973	120.149962	7.9433787	2000-2009 –> 2010-2019	5.3783014	2.7054958	4482.9227353	926.818417	11	15
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	795	2.8400781	3929.8044456	755.783690	9.8376428	1982-1999 –> 2000-2009	5.1357490	2.2956708	9771.2102799	848.811559	1	2
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	795	2.8435328	3931.7373543	85.151678	9.8497840	1982-1999 –> 2000-2009	5.1599476	2.3164148	9796.4416433	110.189067	2	4
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	795	2.8443337	3932.1851240	130.157703	9.8473223	1982-1999 –> 2000-2009	5.1651337	2.3208000	9801.7879099	176.024483	3	6
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	795	2.8489396	3934.7577790	810.889624	10.3213746	1982-1999 –> 2000-2009	5.3900932	2.5411536	10039.2896195	1021.852310	5	9
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	795	2.8523275	3936.6474642	92.160346	10.3474995	1982-1999 –> 2000-2009	5.4168292	2.5645016	10064.8674325	114.811224	7	13
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	795	2.8517812	3936.3428862	114.432244	10.3428235	1982-1999 –> 2000-2009	5.4175217	2.5657405	10065.8137258	139.633518	6	13
Indian	(26,26.5]	4	cstar_tref ~ sal + temp + aou + phosphate	795	2.9545893	3990.6541072	713.466081	9.6547665	1982-1999 –> 2000-2009	5.5054679	2.5508786	10103.0789173	793.415467	18	23
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	795	2.8457934	3933.0008885	97.861839	10.1260853	1982-1999 –> 2000-2009	5.5107491	2.6649557	10160.7371776	123.498365	4	14
Indian	(26,26.5]	4	cstar_tref ~ sal + temp + aou + phosphate_star	795	2.9603075	3993.7283933	79.393264	9.7916072	1982-1999 –> 2000-2009	5.5335787	2.5732711	10128.7899655	87.972702	20	28
Indian	(26,26.5]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	795	2.9594270	3993.2553580	105.084364	9.7910327	1982-1999 –> 2000-2009	5.5340822	2.5746553	10129.7096911	119.724688	19	28
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	408	2.2323943	1827.1627710	149.687573	8.2667932	2000-2009 –> 2010-2019	5.0724724	2.8400781	5756.9672166	905.471264	1	2
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	408	2.2436943	1831.2828236	26.692260	8.1893892	2000-2009 –> 2010-2019	5.0872271	2.8435328	5763.0201779	111.843937	2	4
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	408	2.2451802	1831.8230555	48.934368	8.1787973	2000-2009 –> 2010-2019	5.0895139	2.8443337	5764.0081795	179.092071	3	6
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	408	2.3973015	1885.3183097	303.288102	8.3031664	2000-2009 –> 2010-2019	5.2462411	2.8489396	5820.0760888	1114.177726	4	9
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	408	2.4151954	1891.3864723	38.111477	8.2272171	2000-2009 –> 2010-2019	5.2669766	2.8517812	5827.7293585	152.543721	6	12
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	408	2.4149416	1891.3007117	32.660369	8.2305316	2000-2009 –> 2010-2019	5.2672691	2.8523275	5827.9481760	124.820715	5	12
Indian	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	408	2.4293022	1896.1387673	37.576676	7.8782018	2000-2009 –> 2010-2019	5.2750956	2.8457934	5829.1396559	135.438515	8	12
Indian	(26,26.5]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	408	2.4743692	1909.1380178	8.247411	7.5147352	2000-2009 –> 2010-2019	5.3580679	2.8836987	5861.1775098	56.538915	12	20
Indian	(26,26.5]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	408	2.4299944	1894.3712247	28.714283	7.9416166	2000-2009 –> 2010-2019	5.3685328	2.9385384	5876.3640708	82.706805	9	25
Indian	(26,26.5]	4	cstar_tref ~ sal + temp + aou + phosphate	408	2.4265091	1893.2000023	118.577726	8.1584277	2000-2009 –> 2010-2019	5.3810983	2.9545893	5883.8541094	832.043807	7	25
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	717	2.5166283	3372.2251779	562.204675	9.1324183	1982-1999 –> 2000-2009	4.7861398	2.2695115	8342.2711024	826.932368	2	3
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	717	2.5172686	3372.5899931	344.235658	9.1808690	1982-1999 –> 2000-2009	4.7889093	2.2716407	8344.7121007	382.652396	3	5
Indian	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	717	2.5213503	3374.9133044	536.275736	9.2472491	1982-1999 –> 2000-2009	4.7941131	2.2727628	8348.1287441	596.621877	4	7
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	717	2.7139338	3480.4622817	49.185438	6.7066815	1982-1999 –> 2000-2009	5.1272086	2.4132748	8586.4922337	84.050322	8	12
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	717	2.7139453	3480.4683290	35.627229	6.7047070	1982-1999 –> 2000-2009	5.1277282	2.4137829	8586.9644027	57.708161	9	14
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	717	2.7128130	3479.8699063	501.565078	6.7143653	1982-1999 –> 2000-2009	5.1322114	2.4193985	8591.5107500	673.281775	7	14
Indian	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	717	2.7393042	3493.8052941	607.025220	7.8490322	1982-1999 –> 2000-2009	5.2352994	2.4959952	8674.4534014	849.883085	12	22
Indian	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	717	2.8938412	3570.5043897	38.374644	7.1328757	1982-1999 –> 2000-2009	5.3129733	2.4191321	8679.9015034	72.708983	36	42
Indian	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	717	2.8941390	3570.6519525	23.985765	7.1353706	1982-1999 –> 2000-2009	5.3138449	2.4197059	8680.5740842	45.725540	37	45
Indian	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate	717	2.9000965	3573.6007836	249.993293	7.1739426	1982-1999 –> 2000-2009	5.3258639	2.4257673	8689.0621614	416.466829	40	49
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	387	2.6112163	1855.1560964	349.681610	7.9007623	2000-2009 –> 2010-2019	5.1278446	2.5166283	5227.3812744	911.886285	3	5
Indian	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	387	2.6108592	1855.0502431	50.377301	7.9285857	2000-2009 –> 2010-2019	5.1281278	2.5172686	5227.6402362	394.612960	1	4
Indian	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	387	2.6108848	1855.0578304	79.440193	7.9324875	2000-2009 –> 2010-2019	5.1322351	2.5213503	5229.9711347	615.715929	2	6
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	387	2.6590559	1869.2080953	25.235864	8.2854429	2000-2009 –> 2010-2019	5.3618233	2.7027674	5343.7580321	64.431532	4	10
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	387	2.6977264	1880.3832677	282.616589	8.2214220	2000-2009 –> 2010-2019	5.4105394	2.7128130	5360.2531741	784.181667	6	13
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	387	2.6982126	1880.5227406	29.955510	8.2647841	2000-2009 –> 2010-2019	5.4121579	2.7139453	5360.9910696	65.582739	7	16
Indian	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	387	2.6982256	1880.5264806	47.528394	8.2656445	2000-2009 –> 2010-2019	5.4121595	2.7139338	5360.9887623	96.713833	8	16
Indian	(26.5,26.75]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	387	2.7007605	1879.2532744	11.153056	8.3238690	2000-2009 –> 2010-2019	5.4147951	2.7140346	5357.7688030	37.214523	9	19
Indian	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	387	2.7458846	1894.0783509	281.893098	8.1345766	2000-2009 –> 2010-2019	5.4851887	2.7393042	5387.8836450	888.918317	14	26
Indian	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	387	2.6781843	1872.7560564	23.769889	8.4369046	2000-2009 –> 2010-2019	5.5808767	2.9026924	5447.6398221	47.260909	5	47
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	590	2.9446825	2962.7486529	432.039134	9.7136925	1982-1999 –> 2000-2009	5.6943664	2.7496839	8056.3358101	544.982748	1	2
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	590	2.9482263	2964.1678832	124.260444	9.8272122	1982-1999 –> 2000-2009	5.7120951	2.7638688	8068.5091118	140.464902	3	5
Indian	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	590	2.9537467	2966.3753041	205.214046	9.9373317	1982-1999 –> 2000-2009	5.7235178	2.7697711	8075.1749936	231.159924	8	11
Indian	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	590	2.9457202	2963.1644250	988.569432	10.4555476	1982-1999 –> 2000-2009	5.7998028	2.8540825	8134.6343803	1079.616377	2	6
Indian	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	590	2.9491814	2964.5500983	162.170279	10.7084949	1982-1999 –> 2000-2009	5.9151236	2.9659421	8216.3686214	176.886062	5	10
Indian	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	590	2.9583386	2968.2082940	197.528996	11.1046327	1982-1999 –> 2000-2009	5.9667340	3.0083955	8249.7301822	219.399756	10	16
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	590	3.0317014	2997.1137768	672.634908	11.7573274	1982-1999 –> 2000-2009	6.1093770	3.0776756	8326.2203148	777.480337	22	29
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	590	3.0299274	2996.4231000	55.345585	11.8083451	1982-1999 –> 2000-2009	6.1197649	3.0898374	8333.7722579	72.990314	21	29
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	590	3.0287785	2995.9755486	80.968923	11.8186240	1982-1999 –> 2000-2009	6.1204914	3.0917129	8334.5928998	99.728188	20	29
Indian	(26.75,27]	4	cstar_tref ~ sal + aou + nitrate + phosphate	590	3.0383262	2997.6894720	627.442923	11.1012787	1982-1999 –> 2000-2009	6.1628312	3.1245049	8356.3575268	700.201569	24	35
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	301	2.2461018	1355.3370971	158.895021	6.8187745	2000-2009 –> 2010-2019	5.1907843	2.9446825	4318.0857500	590.934155	1	2
Indian	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	301	2.2618485	1359.5427920	25.826006	6.8644887	2000-2009 –> 2010-2019	5.2100748	2.9482263	4323.7106753	150.086450	2	5
Indian	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	301	2.2645018	1360.2485783	40.357237	6.8676689	2000-2009 –> 2010-2019	5.2182485	2.9537467	4326.6238824	245.571283	3	11
Indian	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	301	2.2762605	1363.3664410	109.917618	6.7337308	2000-2009 –> 2010-2019	5.2219807	2.9457202	4326.5308660	1098.487050	4	6
Indian	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	301	2.3749351	1388.9130090	21.651274	7.5269639	2000-2009 –> 2010-2019	5.3241166	2.9491814	4353.4631073	183.821553	6	11
Indian	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	301	2.3873538	1392.0526998	31.444563	7.6416443	2000-2009 –> 2010-2019	5.3456924	2.9583386	4360.2609938	228.973559	8	18
Indian	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	301	2.3668425	1386.8581746	14.046769	6.9381280	2000-2009 –> 2010-2019	5.3604023	2.9935599	4369.0323022	54.173630	5	21
Indian	(26.75,27]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	301	2.4234229	1399.0799274	6.133197	7.8292397	2000-2009 –> 2010-2019	5.4273536	3.0039307	4383.3349614	39.429778	9	27
Indian	(26.75,27]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	301	2.3822909	1388.7746771	8.968846	6.4591609	2000-2009 –> 2010-2019	5.4926088	3.1103179	4414.0975620	37.971977	7	44
Indian	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	301	2.5490178	1429.4972721	66.950937	6.7893456	2000-2009 –> 2010-2019	5.4977235	2.9487057	4391.8570022	310.716534	19	23
Indian	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	512	2.2912452	2315.9867953	299.804253	8.2380736	1982-1999 –> 2000-2009	4.1444067	1.8531614	7057.1877554	354.419163	1	2
Indian	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	512	2.3033607	2321.3871559	97.237284	8.2978533	1982-1999 –> 2000-2009	4.1652314	1.8618706	7073.4751541	109.674898	2	4
Indian	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	512	2.3154667	2326.7549890	160.714360	8.2941487	1982-1999 –> 2000-2009	4.1836167	1.8681501	7086.6610620	178.730829	3	6
Indian	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	512	2.4631296	2390.0601729	329.429785	7.8790119	1982-1999 –> 2000-2009	4.5167655	2.0536359	7369.7741568	369.089132	4	8
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	512	2.5459381	2423.9202387	339.672218	9.0874630	1982-1999 –> 2000-2009	4.7214464	2.1755083	7537.4986212	388.891641	6	11
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	512	2.5529855	2426.7508387	32.990209	9.0728675	1982-1999 –> 2000-2009	4.7341317	2.1811462	7546.3389753	43.827880	7	14
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	512	2.5562642	2428.0650905	57.962947	9.0634705	1982-1999 –> 2000-2009	4.7394145	2.1831503	7549.7857686	69.462885	8	16
Indian	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	512	2.5764564	2436.1219970	38.772390	7.5262298	1982-1999 –> 2000-2009	4.7529480	2.1764916	7550.7496677	49.706301	11	17
Indian	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate	512	2.5588490	2427.0999888	290.413139	8.9883193	1982-1999 –> 2000-2009	4.7896399	2.2307909	7596.9463365	328.835880	9	18
Indian	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	512	2.5731129	2432.7922530	112.798874	8.0785867	1982-1999 –> 2000-2009	4.8076104	2.2344975	7606.4935372	161.969226	10	20
Indian	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	410	1.8336891	1674.7200841	86.637827	8.0547371	2000-2009 –> 2010-2019	4.1249344	2.2912452	3990.7068794	386.442080	1	2
Indian	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	410	1.8382338	1676.7498601	16.877571	8.1447633	2000-2009 –> 2010-2019	4.1415945	2.3033607	3998.1370159	114.114855	2	4
Indian	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	410	1.8403780	1677.7058001	22.276040	8.1812829	2000-2009 –> 2010-2019	4.1558447	2.3154667	4004.4607891	182.990400	3	6
Indian	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	410	2.1805183	1816.7709139	61.943403	7.2726674	2000-2009 –> 2010-2019	4.6436478	2.4631296	4206.8310868	391.373188	4	8
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	410	2.1979061	1823.2837975	74.474876	7.4607803	2000-2009 –> 2010-2019	4.7438442	2.5459381	4247.2040363	414.147094	5	11
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	410	2.1980167	1823.3250582	7.032612	7.5262615	2000-2009 –> 2010-2019	4.7510022	2.5529855	4250.0758969	40.022821	6	13
Indian	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	410	2.1980663	1823.3435567	8.096479	7.5369265	2000-2009 –> 2010-2019	4.7543305	2.5562642	4251.4086472	66.059426	7	15
Indian	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	410	2.2816786	1851.9569346	68.486777	7.9744392	2000-2009 –> 2010-2019	4.8547914	2.5731129	4284.7491877	181.285651	8	18
Indian	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	410	2.2878049	1854.1556759	5.318670	8.0622428	2000-2009 –> 2010-2019	4.8671678	2.5793630	4289.4322034	19.155594	9	21
Indian	(27,27.25]	4	cstar_tref ~ sal + aou + nitrate + phosphate	410	2.3083371	1861.4820598	59.863475	7.1449183	2000-2009 –> 2010-2019	4.8671861	2.5588490	4288.5820486	350.276614	11	20
Indian	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	976	2.1604632	4287.4378112	245.528341	4.9092040	1982-1999 –> 2000-2009	3.9474396	1.7869764	11403.5324441	266.315581	4	5
Indian	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	976	2.1599383	4286.9634736	177.603405	4.9490115	1982-1999 –> 2000-2009	3.9482105	1.7882723	11405.6329391	195.593004	3	5
Indian	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	976	2.1593475	4286.4294816	465.559566	5.0054430	1982-1999 –> 2000-2009	3.9491298	1.7897823	11408.0970813	547.458392	2	5
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	976	2.1655420	4292.0211477	116.668930	4.9268319	1982-1999 –> 2000-2009	3.9963736	1.8308316	11494.2349530	132.777886	9	13
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	976	2.1644839	4291.0671403	84.489934	4.9280593	1982-1999 –> 2000-2009	3.9969051	1.8324213	11496.3636445	98.290860	8	13
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	976	2.1626233	4289.3885215	524.775297	4.9362694	1982-1999 –> 2000-2009	3.9975532	1.8349299	11499.5444719	606.816040	5	11
Indian	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	976	2.1511639	4279.0176597	281.822168	5.0909216	1982-1999 –> 2000-2009	4.0199488	1.8687849	11554.1119168	343.209477	1	8
Indian	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate	976	2.1627486	4287.5016053	246.074332	4.8983125	1982-1999 –> 2000-2009	4.0421424	1.8793938	11580.7030527	301.644888	6	14
Indian	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	976	2.1732020	4298.9136410	32.280321	5.4223214	1982-1999 –> 2000-2009	4.1275465	1.9543445	11733.0180426	50.210500	14	23
Indian	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	976	2.1696805	4293.7480261	60.495197	4.9395164	1982-1999 –> 2000-2009	4.1368310	1.9671505	11749.0514203	76.247602	13	24
Indian	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	571	1.8184609	2317.3329194	36.516789	7.9557963	2000-2009 –> 2010-2019	3.9789241	2.1604632	6604.7707307	282.045129	1	5
Indian	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	571	1.8194319	2317.9425712	34.583005	7.9278930	2000-2009 –> 2010-2019	3.9793702	2.1599383	6604.9060448	212.186410	2	5
Indian	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	571	1.8207123	2318.7459353	145.445289	7.9008097	2000-2009 –> 2010-2019	3.9800597	2.1593475	6605.1754168	611.004855	3	5
Indian	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	571	1.9065605	2371.3613575	104.504616	6.9822963	2000-2009 –> 2010-2019	4.0577244	2.1511639	6650.3790172	386.326784	6	7
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	571	1.9025831	2368.9764575	23.359610	7.1959820	2000-2009 –> 2010-2019	4.0681251	2.1655420	6660.9976052	140.028540	4	13
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	571	1.9059319	2370.9847681	22.082323	7.1821896	2000-2009 –> 2010-2019	4.0704157	2.1644839	6662.0519084	106.572257	5	13
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	571	1.9123832	2374.8437719	153.346913	7.1659501	2000-2009 –> 2010-2019	4.0750065	2.1626233	6664.2322934	678.122210	7	12
Indian	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate	571	1.9553506	2398.2181612	97.991752	6.9695433	2000-2009 –> 2010-2019	4.1180992	2.1627486	6685.7197665	344.066084	8	14
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	571	1.9928135	2421.8910176	17.094587	8.2590859	2000-2009 –> 2010-2019	4.1703698	2.1775563	6724.7118617	60.884577	9	27
Indian	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	571	1.9955891	2423.4804666	49.907150	8.2341882	2000-2009 –> 2010-2019	4.1704862	2.1748971	6723.9160696	195.826498	11	26
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	983	1.5758960	3697.8170967	507.813391	7.1056800	1982-1999 –> 2000-2009	3.0454789	1.4695830	8943.1769511	604.286671	10	11
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	983	1.5755706	3697.4111854	442.421353	7.1035075	1982-1999 –> 2000-2009	3.0493937	1.4738231	8951.1262657	530.414029	8	10
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	983	1.5666546	3686.2541420	48.023700	6.8887304	1982-1999 –> 2000-2009	3.0952866	1.5286320	9045.8581574	64.662788	3	7
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	983	1.5659260	3685.3395650	47.694113	6.8911542	1982-1999 –> 2000-2009	3.0977325	1.5318065	9050.9598322	64.276984	2	9
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	983	1.5630630	3681.7419127	370.183789	6.9134038	1982-1999 –> 2000-2009	3.0980613	1.5349982	9053.3984492	490.614759	1	11
Indian	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	983	1.5771517	3699.3830976	275.489304	7.1278199	1982-1999 –> 2000-2009	3.1074749	1.5303231	9062.1937105	370.046273	13	18
Indian	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	983	1.5741824	3695.6781803	702.769151	7.1406651	1982-1999 –> 2000-2009	3.1103859	1.5362035	9069.6108822	1063.111243	6	18
Indian	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	983	1.5768640	3699.0243851	244.755190	7.1205698	1982-1999 –> 2000-2009	3.1105441	1.5336801	9068.1895517	331.101940	12	20
Indian	(27.5,27.75]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	983	1.5847772	3706.8656908	6.352008	6.7742797	1982-1999 –> 2000-2009	3.1164358	1.5316587	9070.2060173	10.138106	27	33
Indian	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + phosphate_star	983	1.5844907	3706.5103200	5.108591	6.7745597	1982-1999 –> 2000-2009	3.1189673	1.5344766	9075.1810929	8.885038	25	34
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	564	1.5101029	2079.4992490	166.711542	5.9476045	2000-2009 –> 2010-2019	3.0731660	1.5630630	5761.2411617	536.895331	3	4
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	564	1.5082032	2078.0792942	16.057765	5.9360705	2000-2009 –> 2010-2019	3.0748578	1.5666546	5764.3334363	64.081465	1	4
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	564	1.5090287	2078.6965362	15.272967	5.9388873	2000-2009 –> 2010-2019	3.0749547	1.5659260	5764.0361013	62.967079	2	4
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	564	1.5211337	2087.7089640	155.735034	5.9921404	2000-2009 –> 2010-2019	3.0970297	1.5758960	5785.5260607	663.548424	5	15
Indian	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	564	1.5225898	2088.7881863	146.494286	5.9895074	2000-2009 –> 2010-2019	3.0981604	1.5755706	5786.1993717	588.915639	6	14
Indian	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	564	1.5438589	2104.4362144	37.279511	5.6106604	2000-2009 –> 2010-2019	3.1110164	1.5671575	5791.3213112	99.106986	8	12
Indian	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	564	1.5500043	2108.9173335	601.023765	6.4918376	2000-2009 –> 2010-2019	3.1241867	1.5741824	5804.5955138	1303.792916	13	19
Indian	(27.5,27.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	564	1.5502568	2109.1010996	131.063411	6.4980482	2000-2009 –> 2010-2019	3.1271208	1.5768640	5808.1254847	375.818601	14	26
Indian	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	564	1.5506493	2109.3866341	138.390511	6.5042849	2000-2009 –> 2010-2019	3.1278010	1.5771517	5808.7697317	413.879815	15	28
Indian	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + phosphate	564	1.5475803	2105.1519184	156.912180	5.7235011	2000-2009 –> 2010-2019	3.1314383	1.5838580	5810.8770314	456.139866	12	35
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	425	1.1553964	1342.8747456	64.601678	2.9449911	1982-1999 –> 2000-2009	2.1760947	1.0206982	3562.0745703	80.511653	4	5
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	425	1.1558074	1343.1770329	64.682921	2.9441623	1982-1999 –> 2000-2009	2.1767907	1.0209833	3562.8046455	80.600056	6	8
Indian	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	425	1.1539542	1341.8130589	76.737516	3.4866708	1982-1999 –> 2000-2009	2.1961885	1.0422343	3593.0008590	93.186052	2	5
Indian	(27.75,27.85]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	425	1.1672378	1351.5418311	460.443511	3.7075808	1982-1999 –> 2000-2009	2.2152327	1.0479949	3611.1738499	586.332055	13	18
Indian	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	425	1.1741988	1356.5959030	734.767292	3.6562092	1982-1999 –> 2000-2009	2.2216427	1.0474439	3615.4221817	916.814813	17	21
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + phosphate_star	425	1.1554100	1340.8847464	14.826491	2.9370253	1982-1999 –> 2000-2009	2.2509354	1.0955253	3666.4690667	22.506463	5	13
Indian	(27.75,27.85]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	425	1.1558227	1341.1882645	17.280840	2.9357042	1982-1999 –> 2000-2009	2.2514584	1.0956357	3666.9269516	25.355526	7	16
Indian	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	425	1.2057198	1377.1129613	65.144886	2.6141398	1982-1999 –> 2000-2009	2.2537149	1.0479951	3634.7452806	79.296200	29	35
Indian	(27.75,27.85]	4	cstar_tref ~ temp + aou + silicate + phosphate	425	1.1606705	1344.7459633	934.887960	2.8669201	1982-1999 –> 2000-2009	2.2559625	1.0952920	3670.0039266	1372.052086	9	16
Indian	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	425	1.1532275	1339.2775841	589.874190	3.4437686	1982-1999 –> 2000-2009	2.2581479	1.1049204	3677.9440951	865.278023	1	16
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	1.9020787	1.1539542	1908.9018494	96.524921	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	1.9161075	1.1672378	1919.1184693	622.040934	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	1.9209229	1.1553964	1921.2307898	84.290868	5	9
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	1.9217669	1.1558074	1921.8101483	84.374764	6	12
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	1.9232653	1.1741988	1924.3013020	966.536353	3	20
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	1.9551491	1.2057198	1943.0556186	83.267108	4	33
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	1.9632676	1.1584803	1944.0034738	19.338435	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	1.9809859	1.1554100	1954.2442883	21.690193	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	1.9818126	1.1558227	1954.7934995	24.448544	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	1.9859752	1.1950680	1965.9086736	868.205679	7	30
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	631	0.7864934	1501.6046163	81.060812	2.4675336	1982-1999 –> 2000-2009	1.4587122	0.6722188	3959.6717627	102.670120	2	3
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	631	0.7866192	1501.8065851	97.117818	2.4684260	1982-1999 –> 2000-2009	1.4590954	0.6724761	3960.7891180	118.602630	3	5
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + phosphate_star	631	0.7919602	1508.3463211	36.401193	2.2341570	1982-1999 –> 2000-2009	1.4674505	0.6754903	3976.0262659	47.961151	4	8
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	631	0.7920658	1508.5145898	43.136945	2.2353086	1982-1999 –> 2000-2009	1.4677978	0.6757320	3977.0503611	56.988919	5	10
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	631	0.7848272	1498.9282874	111.465726	2.3773568	1982-1999 –> 2000-2009	1.4690496	0.6842224	3999.3317415	134.588624	1	8
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + silicate	631	0.8027260	1525.3862308	66.017234	2.8848081	1982-1999 –> 2000-2009	1.4753134	0.6725874	3982.7645817	77.737762	7	10
Indian	(27.85,27.95]	3	cstar_tref ~ sal + temp + aou	631	0.8082319	1532.0126842	1.109422	2.6501479	1982-1999 –> 2000-2009	1.4900057	0.6817739	4019.8406822	2.940275	9	15
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + silicate	631	0.8062494	1530.9133674	84.786018	2.8522788	1982-1999 –> 2000-2009	1.4904917	0.6842423	4029.3863690	97.828309	8	16
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	631	0.8011728	1522.9419678	37.794711	2.0230852	1982-1999 –> 2000-2009	1.4975062	0.6963334	4063.3142401	49.728559	6	16
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + silicate + phosphate	631	0.8221684	1555.5882139	64.784792	2.9925600	1982-1999 –> 2000-2009	1.5106753	0.6885068	4068.9229399	78.798672	19	28
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	391	0.4239964	452.6301681	24.072858	1.7580203	2000-2009 –> 2010-2019	1.2104897	0.7864934	1954.2347844	105.133669	1	3
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	391	0.4245361	453.6249373	24.846334	1.7560943	2000-2009 –> 2010-2019	1.2111553	0.7866192	1955.4315223	121.964152	2	5
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + phosphate_star	391	0.4264378	455.1201192	18.820519	1.6900442	2000-2009 –> 2010-2019	1.2183980	0.7919602	1963.4664403	55.221711	3	7
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	391	0.4269216	456.0067278	22.074241	1.6887867	2000-2009 –> 2010-2019	1.2189874	0.7920658	1964.5213176	65.211187	4	9
Indian	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	391	0.4454642	491.2547251	26.052841	1.9205079	2000-2009 –> 2010-2019	1.2302914	0.7848272	1990.1830124	137.518566	6	7
Indian	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	391	0.4455695	489.4396197	18.564812	1.9076068	2000-2009 –> 2010-2019	1.2467423	0.8011728	2012.3815875	56.359523	7	13
Indian	(27.85,27.95]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	391	0.4468563	491.6946367	23.353865	2.0078232	2000-2009 –> 2010-2019	1.2731307	0.8262745	2053.5697553	111.435738	9	32
Indian	(27.85,27.95]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	391	0.4453593	489.0705878	20.541222	1.9959576	2000-2009 –> 2010-2019	1.2734632	0.8281039	2053.7367710	94.501418	5	30
Indian	(27.85,27.95]	3	cstar_tref ~ temp + aou + phosphate_star	391	0.4461323	488.4267105	8.526010	2.0112554	2000-2009 –> 2010-2019	1.2785051	0.8323728	2057.5818522	26.540361	8	37
Indian	(27.85,27.95]	3	cstar_tref ~ temp + phosphate + phosphate_star	391	0.4477412	491.2418125	9.973027	2.0238719	2000-2009 –> 2010-2019	1.2785231	0.8307818	2057.9825259	31.367259	10	36
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	937	0.5323579	1491.6474617	200.684928	1.8307947	1982-1999 –> 2000-2009	0.9761530	0.4437951	3940.3241130	332.636032	1	2
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	937	0.5331348	1494.3804662	234.968148	1.8341661	1982-1999 –> 2000-2009	0.9777232	0.4445884	3950.2254309	387.316003	3	5
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + phosphate_star	937	0.5327391	1490.9891312	176.081578	1.8059729	1982-1999 –> 2000-2009	1.0156559	0.4829167	4276.7735425	276.661615	2	9
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	937	0.5334843	1493.6084818	221.672868	1.8100981	1982-1999 –> 2000-2009	1.0172800	0.4837957	4286.6925262	346.432390	4	12
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	937	0.5496451	1551.5346157	261.788909	1.7112098	1982-1999 –> 2000-2009	1.0221662	0.4725211	4251.9673454	417.088292	10	15
Indian	(27.95,28.05]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	937	0.5673684	1609.0079778	29.958278	2.0153222	1982-1999 –> 2000-2009	1.0258226	0.4584542	4186.1290954	51.388185	15	18
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + silicate + phosphate	937	0.5366992	1504.8677543	34.109030	1.7518208	1982-1999 –> 2000-2009	1.0344688	0.4977696	4412.2489007	46.396173	5	14
Indian	(27.95,28.05]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	937	0.5760557	1637.4845102	30.061456	2.0258172	1982-1999 –> 2000-2009	1.0441666	0.4681108	4298.2764290	50.033555	17	21
Indian	(27.95,28.05]	3	cstar_tref ~ sal + temp + phosphate	937	0.5367202	1502.9412776	9.469459	1.7470026	1982-1999 –> 2000-2009	1.0455589	0.5088386	4496.6044174	19.922534	6	16
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	937	0.5502039	1551.4388535	256.498775	1.6835102	1982-1999 –> 2000-2009	1.0648951	0.5146913	4593.0072536	387.752804	12	24
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	660	0.3837691	622.8162301	252.450861	1.8433781	2000-2009 –> 2010-2019	0.9161270	0.5323579	2114.4636917	453.135789	1	2
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	660	0.3842937	624.6193677	286.435110	1.8472441	2000-2009 –> 2010-2019	0.9174285	0.5331348	2118.9998340	521.403258	2	5
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + silicate + phosphate	660	0.3849553	624.8898435	11.769513	1.8276446	2000-2009 –> 2010-2019	0.9216545	0.5366992	2129.7575978	45.878543	3	8
Indian	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	660	0.3895227	642.4592821	672.777101	1.8049536	2000-2009 –> 2010-2019	0.9353749	0.5458522	2181.0172608	1484.881880	4	11
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + silicate	660	0.3921108	649.2005441	10.474763	1.7656996	2000-2009 –> 2010-2019	0.9414927	0.5493819	2197.8376099	37.048673	5	14
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + nitrate	660	0.4004505	676.9809357	416.509016	1.7978109	2000-2009 –> 2010-2019	0.9463057	0.5458552	2213.5493076	1064.860829	6	14
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + phosphate_star	660	0.4208742	742.6427246	183.341922	1.6408916	2000-2009 –> 2010-2019	0.9536133	0.5327391	2233.6318558	359.423500	7	9
Indian	(27.95,28.05]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	660	0.4214654	744.4956655	219.845932	1.6442993	2000-2009 –> 2010-2019	0.9549497	0.5334843	2238.1041473	441.518800	9	13
Indian	(27.95,28.05]	3	cstar_tref ~ sal + temp + phosphate	660	0.4271568	760.2013938	9.059041	1.6683672	2000-2009 –> 2010-2019	0.9638770	0.5367202	2263.1426714	18.528501	10	16
Indian	(27.95,28.05]	3	cstar_tref ~ sal + temp + aou	660	0.4210363	741.1511116	8.549945	1.6457231	2000-2009 –> 2010-2019	0.9711944	0.5501580	2290.4337586	17.822527	8	19
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	434	0.4950965	635.4324390	136.579791	1.7045894	1982-1999 –> 2000-2009	0.8445755	0.3494790	1434.6829129	222.985604	1	2
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	434	0.4951657	635.5536842	108.178737	1.7013693	1982-1999 –> 2000-2009	0.8447321	0.3495664	1435.3387935	178.651742	2	5
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate	434	0.4953553	633.8860674	962.207342	1.7476904	1982-1999 –> 2000-2009	0.8448412	0.3494858	1431.1784893	1529.843022	3	5
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	434	0.4956577	634.4156570	127.609226	1.7429889	1982-1999 –> 2000-2009	0.8453266	0.3496689	1432.8267336	189.166162	4	8
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate_star	434	0.4957317	634.5452496	89.370612	1.7397840	1982-1999 –> 2000-2009	0.8454782	0.3497465	1433.4303210	134.827253	5	10
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	434	0.5074468	656.8192394	147.415125	1.5777960	1982-1999 –> 2000-2009	0.8727074	0.3652606	1550.4119373	237.685835	6	12
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	434	0.5097498	658.7495821	139.975112	1.5529706	1982-1999 –> 2000-2009	0.8764797	0.3667300	1558.9177255	209.043244	7	14
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + silicate + phosphate	434	0.5196102	675.3796077	44.634614	2.5067225	1982-1999 –> 2000-2009	0.9011679	0.3815577	1660.2107589	67.252546	8	16
Indian	(28.05,28.1]	3	cstar_tref ~ sal + temp + phosphate	434	0.5238115	680.3694919	28.482234	2.7075566	1982-1999 –> 2000-2009	0.9144294	0.3906179	1713.3278558	50.195234	9	18
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	434	0.5341856	701.3922391	666.433208	2.3292401	1982-1999 –> 2000-2009	0.9255310	0.3913454	1742.3251432	1196.167884	11	21
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	407	0.2842693	145.1397283	143.432009	0.9931008	2000-2009 –> 2010-2019	0.7793658	0.4950965	780.5721673	280.011800	2	3
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	407	0.2843591	145.3968451	119.948259	0.9938971	2000-2009 –> 2010-2019	0.7795248	0.4951657	780.9505293	228.126997	3	5
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate	407	0.2842197	142.9978012	857.192527	0.9970983	2000-2009 –> 2010-2019	0.7795751	0.4953553	776.8838686	1819.399868	1	4
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	407	0.2844000	143.5140000	74.977018	0.9981367	2000-2009 –> 2010-2019	0.7800577	0.4956577	777.9296570	202.586244	4	8
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate_star	407	0.2844937	143.7821515	55.641803	0.9990082	2000-2009 –> 2010-2019	0.7802254	0.4957317	778.3274010	145.012415	5	10
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	407	0.3039934	199.7459977	150.989236	1.0323869	2000-2009 –> 2010-2019	0.8114402	0.5074468	856.5652371	298.404361	7	13
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + silicate + phosphate	407	0.2931685	168.2317935	25.391422	1.0219794	2000-2009 –> 2010-2019	0.8127788	0.5196102	843.6114013	70.026036	6	14
Indian	(28.05,28.1]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	407	0.3047889	199.8734568	92.356655	1.0213937	2000-2009 –> 2010-2019	0.8145387	0.5097498	858.6230389	232.331768	9	16
Indian	(28.05,28.1]	3	cstar_tref ~ sal + temp + phosphate	407	0.3039992	195.7615693	22.018875	1.1249582	2000-2009 –> 2010-2019	0.8278107	0.5238115	876.1310612	50.501109	8	17
Indian	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	407	0.3082785	211.1400674	875.005833	1.0558769	2000-2009 –> 2010-2019	0.8424641	0.5341856	912.5323066	1541.439040	10	21
Indian	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	702	0.7432066	1587.5089196	898.706974	6.2681415	1982-1999 –> 2000-2009	1.4880398	0.7448332	5577.4362575	1505.065145	1	2
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	702	0.7501552	1602.5746307	35.946932	5.4637435	1982-1999 –> 2000-2009	1.5653987	0.8152435	5914.0774582	64.500502	2	7
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	702	0.7643313	1628.8592095	203.377306	5.8942507	1982-1999 –> 2000-2009	1.5697281	0.8053968	5897.3690552	563.439068	4	6
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	702	0.7651483	1630.3590468	31.635677	5.9029550	1982-1999 –> 2000-2009	1.5717880	0.8066398	5904.3249200	52.012007	6	10
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	702	0.7653545	1630.7373941	35.046689	5.9106413	1982-1999 –> 2000-2009	1.5718624	0.8065079	5904.1249761	61.888981	8	11
Indian	(28.1,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	702	0.7964736	1684.6935949	26.604006	7.2899287	1982-1999 –> 2000-2009	1.6370659	0.8405923	6102.5297589	42.142041	15	24
Indian	(28.1,28.2]	4	cstar_tref ~ sal + temp + aou + phosphate	702	0.8316804	1745.4225821	171.871517	8.8414006	1982-1999 –> 2000-2009	1.6626972	0.8310168	6122.7248569	421.147814	25	31
Indian	(28.1,28.2]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	702	0.8327189	1747.1746301	28.715248	8.8609975	1982-1999 –> 2000-2009	1.6651489	0.8324300	6130.4883895	50.030886	26	33
Indian	(28.1,28.2]	4	cstar_tref ~ sal + temp + aou + phosphate_star	702	0.8327566	1747.2383019	26.535125	8.8623495	1982-1999 –> 2000-2009	1.6653476	0.8325910	6131.2361042	40.318213	27	35
Indian	(28.1,28.2]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	702	0.8349085	1750.8616220	29.590282	8.9329463	1982-1999 –> 2000-2009	1.6768081	0.8418995	6174.1955342	53.095572	28	38
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	517	0.4976425	759.5813450	41.486777	1.7695146	2000-2009 –> 2010-2019	1.2477977	0.7501552	2362.1559758	77.433709	4	6
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	517	0.4967419	757.7085534	296.518485	1.7573678	2000-2009 –> 2010-2019	1.2610733	0.7643313	2386.5677629	499.895790	1	5
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	517	0.4974768	759.2369849	41.470125	1.7657720	2000-2009 –> 2010-2019	1.2626250	0.7651483	2389.5960317	73.105802	3	9
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	517	0.4974642	759.2109746	41.467892	1.7649673	2000-2009 –> 2010-2019	1.2628187	0.7653545	2389.9483687	76.514581	2	10
Indian	(28.1,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	517	0.5171261	797.2918979	29.752470	1.6579551	2000-2009 –> 2010-2019	1.2692505	0.7521245	2401.5473369	52.970596	7	10
Indian	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	517	0.5297631	822.2560121	995.847842	1.6498723	2000-2009 –> 2010-2019	1.2729697	0.7432066	2409.7649317	1894.554816	17	18
Indian	(28.1,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	517	0.5174946	798.0285195	24.996327	1.6567918	2000-2009 –> 2010-2019	1.2826573	0.7651627	2426.4139941	44.860282	9	16
Indian	(28.1,28.2]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	517	0.5173131	797.6658752	28.881154	1.6566982	2000-2009 –> 2010-2019	1.2829157	0.7656026	2426.8583591	51.299321	8	17
Indian	(28.1,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	517	0.4983862	759.1256223	41.433050	1.8627521	2000-2009 –> 2010-2019	1.2948598	0.7964736	2443.8192172	68.037056	5	20
Indian	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	517	0.5097798	784.4977177	226.415980	1.5282574	2000-2009 –> 2010-2019	1.3156780	0.8058981	2487.7071097	368.653173	6	22
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	471	0.4952041	688.6164599	578.392435	1.4648112	1982-1999 –> 2000-2009	1.0169964	0.5217923	1431.1097630	1549.804042	2	3
Indian	(28.2,28.3]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	471	0.4644863	626.2926097	395.975183	2.4671097	1982-1999 –> 2000-2009	1.0684010	0.6039147	1505.3487340	1227.540911	1	12
Indian	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate	471	0.5036653	702.5756189	549.403416	1.5385021	1982-1999 –> 2000-2009	1.0691695	0.5655042	1519.3337346	1407.318057	3	10
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	471	0.5868774	848.6111779	55.727826	1.9103911	1982-1999 –> 2000-2009	1.1247025	0.5378251	1619.7946077	96.357671	5	7
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	471	0.5872877	849.2696179	55.560794	1.9127021	1982-1999 –> 2000-2009	1.1252921	0.5380044	1620.7690374	96.186021	6	9
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	471	0.5874058	849.4589911	129.287937	1.9138382	1982-1999 –> 2000-2009	1.1254305	0.5380247	1620.9942044	223.648226	7	11
Indian	(28.2,28.3]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	471	0.5889561	851.9419322	376.019486	1.9164773	1982-1999 –> 2000-2009	1.1274683	0.5385121	1624.3355695	936.427535	8	13
Indian	(28.2,28.3]	4	cstar_tref ~ sal + temp + silicate + phosphate	471	0.5918076	854.4916596	43.547299	1.9692581	1982-1999 –> 2000-2009	1.1314347	0.5396271	1626.8460850	82.716539	9	15
Indian	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	471	0.5568381	797.1172058	537.617550	1.4266380	1982-1999 –> 2000-2009	1.1612200	0.6043819	1676.9064657	1497.026272	4	16
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	471	0.6263585	909.9420457	87.492428	2.1733512	1982-1999 –> 2000-2009	1.1930045	0.5666459	1730.6122189	161.555916	15	23
Indian	(28.2,28.3]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	220	0.2935732	97.0565051	510.090607	0.9651719	2000-2009 –> 2010-2019	0.7580595	0.4644863	723.3491148	906.065790	1	2
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	220	0.3344173	156.3720738	549.164904	1.1246504	2000-2009 –> 2010-2019	0.8296215	0.4952041	844.9885337	1127.557339	2	4
Indian	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate	220	0.3807337	211.4446559	471.470808	1.1742102	2000-2009 –> 2010-2019	0.8843989	0.5036653	914.0202748	1020.874223	17	20
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	220	0.3412556	165.2786212	12.012310	1.1213462	2000-2009 –> 2010-2019	0.9281330	0.5868774	1013.8897991	67.740136	3	8
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	220	0.3412961	165.3308822	12.032549	1.1215686	2000-2009 –> 2010-2019	0.9285839	0.5872877	1014.6005000	67.593343	4	10
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	220	0.3412985	165.3338707	53.615730	1.1216506	2000-2009 –> 2010-2019	0.9287043	0.5874058	1014.7928618	182.903668	5	12
Indian	(28.2,28.3]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	220	0.3414567	165.5378796	759.085453	1.1220695	2000-2009 –> 2010-2019	0.9304129	0.5889561	1017.4798118	1135.104938	7	15
Indian	(28.2,28.3]	4	cstar_tref ~ sal + temp + silicate + phosphate	220	0.3413883	163.4496446	8.388659	1.1270428	2000-2009 –> 2010-2019	0.9331959	0.5918076	1017.9413042	51.935959	6	15
Indian	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	220	0.3782026	208.5098162	537.877727	1.1944808	2000-2009 –> 2010-2019	0.9350407	0.5568381	1005.6270220	1075.495277	14	18
Indian	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	220	0.3500068	176.4197433	34.790185	1.1622851	2000-2009 –> 2010-2019	0.9763653	0.6263585	1086.3617891	122.282613	8	23
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	-201.9508383	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	-192.5728422	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	-194.0411881	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	-192.4290682	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	-192.4241469	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	-195.5169625	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	-188.5778232	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	-188.7865075	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	-188.4476713	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	-190.1140364	676.734929	4	22
N_Atlantic	(-Inf,26]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	50	0.8785310	140.9434495	220.884385	1.6614044	1982-1999 –> 2000-2009	1.0224412	0.1439101	143.5901485	604.891817	1	2
N_Atlantic	(-Inf,26]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	50	0.8939423	142.6824490	211.401842	1.7244839	1982-1999 –> 2000-2009	1.0416994	0.1477571	145.8040030	556.450877	2	5
N_Atlantic	(-Inf,26]	4	cstar_tref ~ sal + aou + silicate + phosphate	50	0.8978976	143.1239293	255.552938	2.0372051	1982-1999 –> 2000-2009	1.0429746	0.1450770	145.9159914	1096.849576	3	5
N_Atlantic	(-Inf,26]	4	cstar_tref ~ temp + aou + silicate + phosphate	50	0.9213003	145.6969257	447.309342	1.8146559	1982-1999 –> 2000-2009	1.0732954	0.1519952	149.3275019	800.376953	5	9
N_Atlantic	(-Inf,26]	3	cstar_tref ~ aou + silicate + phosphate	50	0.9214499	143.7131683	254.418425	1.8085782	1982-1999 –> 2000-2009	1.0763392	0.1548893	145.6832550	525.392442	6	11
N_Atlantic	(-Inf,26]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	50	0.9034463	143.7399899	169.917848	1.8229529	1982-1999 –> 2000-2009	1.0817943	0.1783481	150.2485560	428.958038	4	11
N_Atlantic	(-Inf,26]	4	cstar_tref ~ sal + aou + nitrate + silicate	50	0.9348741	147.1595130	196.926686	1.8796577	1982-1999 –> 2000-2009	1.1075442	0.1726701	153.0856993	1104.719317	7	13
N_Atlantic	(-Inf,26]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	50	0.9467030	148.4168638	816.533268	1.9716472	1982-1999 –> 2000-2009	1.1586094	0.2119065	158.0287709	1194.776510	8	16
N_Atlantic	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + silicate	50	0.9533154	149.1129076	323.065489	2.0488183	1982-1999 –> 2000-2009	1.1709509	0.2176355	159.2049981	611.627709	9	18
N_Atlantic	(-Inf,26]	3	cstar_tref ~ aou + nitrate + silicate	50	0.9548020	147.2687256	196.270933	2.0838391	1982-1999 –> 2000-2009	1.1740768	0.2192748	155.4958840	370.368499	10	20
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	0.9665308	0.8564413	137.0713830	1009.418658	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	0.9718791	0.8662777	137.2976776	835.054002	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	0.9880728	0.8803870	139.3433075	786.449961	2	6
N_Atlantic	(-Inf,26]	4	cstar_tref ~ sal + aou + silicate + phosphate	11	0.1742872	4.7815318	609.415236	0.3057179	2000-2009 –> 2010-2019	1.0721848	0.8978976	147.9054611	864.968174	8	14
N_Atlantic	(-Inf,26]	4	cstar_tref ~ sal + aou + nitrate + silicate	11	0.1482140	1.2164964	480.063176	0.2928217	2000-2009 –> 2010-2019	1.0830882	0.9348741	148.3760094	676.989863	6	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	1.1162417	0.9898127	150.5889069	520.628960	4	15
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	1.1214953	0.9906264	151.4304216	450.589264	5	18
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	1.2298943	1.0665829	163.6903776	352.446934	7	24
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	1.3621976	1.0605373	176.6220861	644.506687	16	31
N_Atlantic	(-Inf,26]	3	cstar_tref ~ aou + nitrate + silicate	11	0.4368467	22.9968413	479.079962	0.7360099	2000-2009 –> 2010-2019	1.3916487	0.9548020	170.2655669	675.350895	28	38
N_Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	61	1.7481796	255.2566541	582.716240	3.4869607	1982-1999 –> 2000-2009	2.5287089	0.7805293	367.6337227	886.058077	1	2
N_Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	61	1.7501005	255.3906346	595.140437	3.4771763	1982-1999 –> 2000-2009	2.5330889	0.7829884	368.0319310	896.835128	2	4
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + silicate + phosphate	61	1.7503913	253.4109031	375.586977	3.5653941	1982-1999 –> 2000-2009	2.6159565	0.8655652	372.4744480	553.830350	3	12
N_Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	61	1.7635703	256.3260239	524.933349	3.4883983	1982-1999 –> 2000-2009	2.6302528	0.8666825	377.4979223	806.914117	5	16
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	61	1.8269562	258.6339607	208.145836	3.9177927	1982-1999 –> 2000-2009	2.6412959	0.8143397	372.5730742	322.471255	19	25
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	61	1.8535934	260.3998897	305.257002	4.1847704	1982-1999 –> 2000-2009	2.6577459	0.8041525	373.2815509	473.876839	20	25
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + nitrate + silicate	61	1.7652934	254.4451646	320.811217	3.5571878	1982-1999 –> 2000-2009	2.6932465	0.9279530	379.3549734	487.214471	6	21
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	61	1.8757654	261.8505511	258.130741	4.2578949	1982-1999 –> 2000-2009	2.7754375	0.8996721	384.1604971	415.617896	21	34
N_Atlantic	(26,26.5]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	61	2.0185977	270.8036769	516.874070	3.7529688	1982-1999 –> 2000-2009	2.8067475	0.7881497	381.9968680	787.328956	23	26
N_Atlantic	(26,26.5]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	61	2.0251883	271.2013463	528.429835	3.7415008	1982-1999 –> 2000-2009	2.8276018	0.8024135	383.9011594	802.346179	24	28
N_Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	12	0.6858248	39.0033306	858.488291	1.0982088	2000-2009 –> 2010-2019	2.4340044	1.7481796	294.2599846	1441.204532	2	3
N_Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	12	0.6846578	38.9624564	944.860609	1.0923931	2000-2009 –> 2010-2019	2.4347583	1.7501005	294.3530910	1540.001047	1	3
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + silicate + phosphate	12	0.7017950	37.5557914	844.919066	1.0383844	2000-2009 –> 2010-2019	2.4521863	1.7503913	290.9666945	1220.506043	4	7
N_Atlantic	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	12	0.6994906	39.4768532	820.802703	1.1019396	2000-2009 –> 2010-2019	2.4630609	1.7635703	295.8028771	1345.736052	3	8
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + nitrate + silicate	12	0.7121925	37.9087558	812.616732	1.0715431	2000-2009 –> 2010-2019	2.4774859	1.7652934	292.3539204	1133.427949	5	11
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + aou + silicate	12	0.7199150	38.1675952	552.127898	1.4304849	2000-2009 –> 2010-2019	2.4791997	1.7592846	292.1967827	746.780956	6	10
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + aou + nitrate	12	0.7603956	39.4805302	580.998953	1.4007839	2000-2009 –> 2010-2019	2.5263654	1.7659698	293.9724332	1521.471989	10	17
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	12	0.7578988	39.4015942	167.832056	1.3934250	2000-2009 –> 2010-2019	2.5432011	1.7853024	295.2218059	447.335324	7	18
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	12	0.7604980	39.4837622	166.885250	1.3865847	2000-2009 –> 2010-2019	2.5455060	1.7850080	295.2838589	432.040713	12	22
N_Atlantic	(26,26.5]	4	cstar_tref ~ sal + temp + aou + phosphate_star	12	0.7603944	39.4804928	133.681192	1.4020330	2000-2009 –> 2010-2019	2.5457349	1.7853405	295.3033120	305.307077	9	21
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	88	2.2058708	402.9707169	925.587546	4.7741474	1982-1999 –> 2000-2009	3.9337791	1.7279083	1061.7695532	1218.327006	4	5
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	88	2.1818610	401.0445392	241.336525	4.7504107	1982-1999 –> 2000-2009	3.9688471	1.7869861	1070.8703750	339.390353	1	3
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	88	2.1861131	401.3872037	239.030721	4.7679104	1982-1999 –> 2000-2009	3.9813231	1.7952100	1072.7190659	318.829598	2	6
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ sal + temp + aou + silicate	88	2.2059266	400.9751645	106.205988	4.7589309	1982-1999 –> 2000-2009	3.9956458	1.7897193	1069.3022790	128.423925	5	8
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ sal + temp + silicate + phosphate	88	2.1874371	399.4937621	174.345426	4.8150509	1982-1999 –> 2000-2009	4.1245890	1.9371519	1093.7853724	213.394070	3	13
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	88	2.2389852	405.5931828	212.419604	4.9467246	1982-1999 –> 2000-2009	4.1466313	1.9076460	1096.8503972	291.828808	6	15
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	88	2.3779561	414.1916601	180.191519	5.6900875	1982-1999 –> 2000-2009	4.2059480	1.8279919	1089.4590182	256.224860	10	18
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	88	2.4042088	416.1240580	921.731751	5.6537577	1982-1999 –> 2000-2009	4.2072248	1.8030160	1086.8790391	1174.643370	13	18
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	88	2.3805254	414.3817129	213.244703	5.6940310	1982-1999 –> 2000-2009	4.2075276	1.8270022	1089.4714427	299.320922	11	17
N_Atlantic	(26.5,26.75]	3	cstar_tref ~ temp + aou + silicate	88	2.4054596	414.2155955	32.706101	5.7024542	1982-1999 –> 2000-2009	4.2328230	1.8273634	1087.3701663	44.855367	14	21
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	28	0.8043528	81.2683876	972.082348	1.9939561	2000-2009 –> 2010-2019	2.9862137	2.1818610	482.3129268	1213.418873	1	2
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	28	0.8044998	81.2786224	942.755370	1.9965918	2000-2009 –> 2010-2019	2.9906129	2.1861131	482.6658261	1181.786091	2	4
N_Atlantic	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	28	0.8092286	81.6068200	766.715224	2.0488039	2000-2009 –> 2010-2019	3.0482138	2.2389852	487.2000028	979.134828	3	8
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	28	0.8968342	85.3630409	810.473679	2.5825947	2000-2009 –> 2010-2019	3.2747904	2.3779561	499.5547010	990.665199	14	23
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	28	0.8969256	85.3687458	852.274512	2.5785769	2000-2009 –> 2010-2019	3.2774510	2.3805254	499.7504587	1065.519216	15	25
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	28	0.8152038	80.0188001	48.574242	2.1680462	2000-2009 –> 2010-2019	3.3473661	2.5321623	505.2689355	234.711034	8	26
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ sal + temp + aou + silicate	28	1.1515859	99.3644000	65.135834	2.3838421	2000-2009 –> 2010-2019	3.3575125	2.2059266	500.3395645	171.341821	21	25
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	28	0.8964518	85.3391560	677.879197	2.5872804	2000-2009 –> 2010-2019	3.3770398	2.4805880	506.9675707	858.710601	13	28
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	28	0.8111066	79.7366333	43.838343	2.1454839	2000-2009 –> 2010-2019	3.3778602	2.5667536	507.3747891	179.979145	4	25
N_Atlantic	(26.5,26.75]	4	cstar_tref ~ sal + temp + aou + phosphate_star	28	0.8111315	79.7383496	42.361703	2.1457104	2000-2009 –> 2010-2019	3.3779008	2.5667694	507.3775885	136.248379	5	27
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	548	1.7974368	2211.8089857	35.075720	5.9668891	1982-1999 –> 2000-2009	3.6689347	1.8714979	4304.2174991	78.658159	1	2
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	548	1.7980519	2210.1840266	34.281885	5.8679054	1982-1999 –> 2000-2009	3.6716007	1.8735487	4301.7052636	77.864148	2	4
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	548	1.8005879	2213.7287134	180.673386	5.9876954	1982-1999 –> 2000-2009	3.6767953	1.8762075	4308.6907359	339.414995	3	6
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + aou + silicate + phosphate	548	1.8015052	2212.2869530	178.058976	5.8666572	1982-1999 –> 2000-2009	3.6804734	1.8789681	4306.7428204	336.396261	4	8
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	548	1.8068649	2217.5428269	36.625162	6.0367010	1982-1999 –> 2000-2009	3.6908050	1.8839401	4316.6835864	74.367342	5	10
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	548	1.8079436	2216.1969255	33.233523	5.9032527	1982-1999 –> 2000-2009	3.6958856	1.8879420	4315.4936128	70.445320	6	12
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	548	1.8092895	2219.0125393	155.013589	5.9475574	1982-1999 –> 2000-2009	3.7035092	1.8942197	4323.6819670	282.495873	7	14
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + silicate	548	1.8106564	2217.8402738	153.010805	5.8056915	1982-1999 –> 2000-2009	3.7070929	1.8964365	4321.6980215	280.212083	8	17
N_Atlantic	(26.75,27]	4	cstar_tref ~ sal + temp + aou + silicate	548	1.8123895	2218.8887989	21.559811	5.9037086	1982-1999 –> 2000-2009	3.7080943	1.8957048	4322.3544739	36.414696	9	17
N_Atlantic	(26.75,27]	3	cstar_tref ~ temp + aou + silicate	548	1.8142856	2218.0348358	8.459979	5.7237361	1982-1999 –> 2000-2009	3.7120431	1.8977575	4320.6000634	13.517262	10	20
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	152	1.6776826	602.6510000	85.773179	4.6977841	2000-2009 –> 2010-2019	3.4869721	1.8092895	2821.6635393	240.786768	1	8
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	152	1.6989750	606.4849573	26.505537	4.7117717	2000-2009 –> 2010-2019	3.4964118	1.7974368	2818.2939431	61.581257	4	5
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	152	1.6960849	605.9673824	99.469406	4.7257250	2000-2009 –> 2010-2019	3.4966728	1.8005879	2819.6960958	280.142792	3	6
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + silicate	152	1.6948514	603.7462220	81.684936	4.4827529	2000-2009 –> 2010-2019	3.5055079	1.8106564	2821.5864959	234.695741	2	10
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	152	1.7131573	607.0120723	21.178776	4.5054107	2000-2009 –> 2010-2019	3.5112092	1.7980519	2817.1960988	55.460661	7	9
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + aou + silicate + phosphate	152	1.7104225	606.5263975	94.072029	4.5179093	2000-2009 –> 2010-2019	3.5119277	1.8015052	2818.8133505	272.131005	5	9
N_Atlantic	(26.75,27]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	152	1.7104527	608.5317646	26.468132	4.7527026	2000-2009 –> 2010-2019	3.5173176	1.8068649	2826.0745915	63.093294	6	11
N_Atlantic	(26.75,27]	4	cstar_tref ~ sal + temp + aou + silicate	152	1.7139766	607.1574361	25.771161	4.8224056	2000-2009 –> 2010-2019	3.5263661	1.8123895	2826.0462350	47.330972	8	17
N_Atlantic	(26.75,27]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	152	1.7267910	609.4217984	20.181854	4.4762506	2000-2009 –> 2010-2019	3.5347345	1.8079436	2825.6187240	53.415377	10	16
N_Atlantic	(26.75,27]	3	cstar_tref ~ temp + aou + silicate	152	1.7221989	606.6122853	9.362788	4.5899649	2000-2009 –> 2010-2019	3.5364845	1.8142856	2824.6471211	17.822767	9	19
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	883	1.6682839	3423.6762486	341.357399	7.0687564	1982-1999 –> 2000-2009	3.4190779	1.7507941	7542.1387815	537.923453	1	4
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	883	1.7136889	3471.0983447	379.836717	7.3224675	1982-1999 –> 2000-2009	3.4191130	1.7054241	7535.1067392	538.877935	9	10
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + silicate	883	1.7138082	3469.2212326	318.752645	7.2702593	1982-1999 –> 2000-2009	3.4396967	1.7258885	7555.9686367	475.967711	10	12
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + aou + silicate + phosphate	883	1.6699342	3423.4223646	281.149768	6.8909526	1982-1999 –> 2000-2009	3.4499076	1.7799735	7574.1660892	477.228331	2	7
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	883	1.6879043	3444.3247259	64.869681	7.0005234	1982-1999 –> 2000-2009	3.4566365	1.7687322	7583.9287902	119.971751	4	8
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	883	1.6935784	3450.2514062	62.516153	7.0317762	1982-1999 –> 2000-2009	3.4767764	1.7831980	7606.7489517	110.355038	7	13
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	883	1.6911542	3445.7216884	51.298462	6.7219021	1982-1999 –> 2000-2009	3.4963795	1.8052253	7625.6817706	106.400311	6	13
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	883	1.6859609	3442.2902209	62.636106	6.8184903	1982-1999 –> 2000-2009	3.5081932	1.8222323	7643.6979094	103.579724	3	11
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	883	1.6973688	3452.1994366	42.915409	6.7307394	1982-1999 –> 2000-2009	3.5206357	1.8232669	7652.7843951	80.070073	8	17
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	883	1.6901086	3444.6295440	44.107584	6.5129969	1982-1999 –> 2000-2009	3.5525987	1.8624901	7689.3584256	81.736282	5	15
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	370	1.5414885	1384.2484218	168.537684	4.8217194	2000-2009 –> 2010-2019	3.2097724	1.6682839	4807.9246704	509.895083	3	4
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + aou + silicate + phosphate	370	1.5416028	1382.3032807	168.283045	4.8478482	2000-2009 –> 2010-2019	3.2115370	1.6699342	4805.7256453	449.432814	4	6
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	370	1.5332454	1380.2806533	158.657822	4.7120209	2000-2009 –> 2010-2019	3.2469343	1.7136889	4851.3789981	538.494540	1	10
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + silicate	370	1.5341058	1378.6957902	157.885903	4.7380626	2000-2009 –> 2010-2019	3.2479140	1.7138082	4847.9170228	476.638548	2	12
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	370	1.5626224	1394.3249386	35.614594	4.9959111	2000-2009 –> 2010-2019	3.2505267	1.6879043	4838.6496645	100.484275	5	9
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	370	1.5626660	1392.3455720	34.440329	4.9799273	2000-2009 –> 2010-2019	3.2538201	1.6911542	4838.0672604	85.738792	6	12
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	370	1.5793774	1402.2172598	31.191279	5.2069957	2000-2009 –> 2010-2019	3.2653383	1.6859609	4844.5074807	93.827385	9	12
N_Atlantic	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	370	1.5729789	1399.2132225	35.292682	5.0494329	2000-2009 –> 2010-2019	3.2665573	1.6935784	4849.4646287	97.808835	7	14
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	370	1.5796057	1400.3241915	26.597814	5.1669845	2000-2009 –> 2010-2019	3.2697143	1.6901086	4844.9537355	70.705398	10	15
N_Atlantic	(27,27.25]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	370	1.5730909	1397.2658952	26.147276	5.0229838	2000-2009 –> 2010-2019	3.2704597	1.6973688	4849.4653318	69.062685	8	16
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1484	1.3540005	5124.9021630	41.178207	7.4814605	1982-1999 –> 2000-2009	2.5001576	1.1461571	11095.9051589	93.524216	1	10
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	1484	1.3545912	5124.1968045	40.004378	7.3687099	1982-1999 –> 2000-2009	2.5371547	1.1825635	11212.9630368	88.862732	2	12
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1484	1.4319938	5291.1226820	23.284452	8.7491670	1982-1999 –> 2000-2009	2.5580878	1.1260939	11194.4887451	76.358661	4	9
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1484	1.4338844	5295.0385374	24.138847	8.7508559	1982-1999 –> 2000-2009	2.5590186	1.1251342	11195.1389881	76.961353	5	6
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1484	1.4288151	5284.5269238	40.773119	8.7371656	1982-1999 –> 2000-2009	2.5593726	1.1305575	11203.0441976	93.770126	3	10
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	1484	1.4423112	5310.4301144	23.092618	9.3804642	1982-1999 –> 2000-2009	2.5698571	1.1275459	11216.7312277	75.003295	7	13
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + silicate + phosphate	1484	1.4341669	5293.6233079	37.878000	9.1661245	1982-1999 –> 2000-2009	2.5702535	1.1360865	11228.8256110	89.529343	6	14
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	1484	1.4466122	5319.2675685	22.878211	9.4559613	1982-1999 –> 2000-2009	2.5722147	1.1256025	11218.9618939	74.114244	9	13
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1484	1.4661890	5361.1638275	21.979206	9.0682299	1982-1999 –> 2000-2009	2.5913912	1.1252021	11261.4955225	65.856896	10	12
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	1484	1.4870199	5401.0349528	19.094923	9.9956660	1982-1999 –> 2000-2009	2.6124975	1.1254776	11300.3042622	60.607977	11	14
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	758	1.2249262	2472.6777515	75.172851	13.3295885	2000-2009 –> 2010-2019	2.5789267	1.3540005	7597.5799145	116.351058	1	2
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	758	1.2266630	2472.8257990	72.461027	12.9698927	2000-2009 –> 2010-2019	2.5812543	1.3545912	7597.0226035	112.465406	2	4
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	758	1.2745784	2532.9158053	68.812487	15.3761562	2000-2009 –> 2010-2019	2.7033934	1.4288151	7817.4427291	109.585606	3	6
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + silicate + phosphate	758	1.2747988	2531.1779337	63.409016	15.5249085	2000-2009 –> 2010-2019	2.7089657	1.4341669	7824.8012416	101.287016	4	10
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	758	1.2781309	2537.1353987	34.872150	15.3617614	2000-2009 –> 2010-2019	2.7101248	1.4319938	7828.2580806	58.156602	5	9
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	758	1.2806482	2540.1182029	34.454254	15.3410075	2000-2009 –> 2010-2019	2.7145326	1.4338844	7835.1567403	58.593100	8	13
N_Atlantic	(27.25,27.5]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	758	1.2787199	2537.8337745	848.690594	15.8521629	2000-2009 –> 2010-2019	2.7207625	1.4420426	7849.7111592	1493.212093	6	13
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + aou + silicate + phosphate_star	758	1.2795341	2536.7987431	33.992672	15.7605594	2000-2009 –> 2010-2019	2.7218452	1.4423112	7847.2288575	57.085289	7	15
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	758	1.2854552	2543.7979619	769.066223	15.1529309	2000-2009 –> 2010-2019	2.7283431	1.4428879	7855.4145941	1196.875284	10	19
N_Atlantic	(27.25,27.5]	4	cstar_tref ~ temp + silicate + phosphate + phosphate_star	758	1.2830731	2540.9860352	33.366051	15.8681435	2000-2009 –> 2010-2019	2.7296853	1.4466122	7860.2536037	56.244262	9	19
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	3670	2.3837440	16805.0638569	771.074600	12.8896261	1982-1999 –> 2000-2009	3.6463489	1.2626049	28995.1552983	1465.479117	1	4
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	3670	2.4564020	17025.4498935	771.434048	19.1423197	1982-1999 –> 2000-2009	3.7153107	1.2589086	29193.9338980	1584.128049	2	4
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	3670	2.6524327	17589.0115272	14.562037	22.9895468	1982-1999 –> 2000-2009	3.9751960	1.3227634	30122.1470314	43.684195	4	14
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	3670	2.6807387	17666.9270684	18.638020	23.5044706	1982-1999 –> 2000-2009	4.0010152	1.3202765	30186.1935410	47.900733	5	13
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	3670	2.4954459	17139.1997167	763.340703	11.5365697	1982-1999 –> 2000-2009	4.0594664	1.5640205	30905.0810958	1357.036015	3	28
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	3670	2.7243464	17785.3662561	15.137003	23.2753256	1982-1999 –> 2000-2009	4.0712746	1.3469282	30451.9252103	42.180109	8	23
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	3670	2.7134233	17755.8780579	175.647623	22.1528332	1982-1999 –> 2000-2009	4.1104634	1.3970401	30691.6569687	413.328880	7	28
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	3670	2.7988425	17983.3804263	17.780168	27.5943960	1982-1999 –> 2000-2009	4.1142532	1.3154107	30475.4349612	44.059945	13	19
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate	3670	2.6814268	17666.8108540	757.971670	12.1803545	1982-1999 –> 2000-2009	4.2674438	1.5860169	31535.6220488	1487.984507	6	34
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + silicate + phosphate	3670	2.7271317	17790.8667236	8.213852	24.2151666	1982-1999 –> 2000-2009	4.3378386	1.6107069	31773.5250081	34.760980	9	42
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1615	1.7360112	6378.8073735	717.703836	17.4481228	2000-2009 –> 2010-2019	4.1197552	2.3837440	23183.8712304	1488.778437	5	6
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1615	1.7232213	6354.9224862	743.583233	16.3952664	2000-2009 –> 2010-2019	4.1796233	2.4564020	23380.3723797	1515.017281	2	5
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1615	1.7338384	6374.7621959	32.552316	19.0191410	2000-2009 –> 2010-2019	4.3862711	2.6524327	23963.7737231	47.114353	4	9
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1615	1.7280437	6363.9489755	26.157598	19.3779512	2000-2009 –> 2010-2019	4.4087824	2.6807387	24030.8760439	44.795618	3	9
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1615	1.7879101	6473.9546259	30.228904	19.2746077	2000-2009 –> 2010-2019	4.5122565	2.7243464	24259.3208820	45.365907	7	16
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1615	1.7230817	6354.6608229	25.203861	19.4589422	2000-2009 –> 2010-2019	4.5219242	2.7988425	24338.0412492	42.984029	1	15
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1615	1.8425835	6571.2462899	218.877588	18.7003934	2000-2009 –> 2010-2019	4.5560069	2.7134233	24327.1243478	394.525211	9	17
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + aou + silicate + phosphate	1615	1.9089308	6683.5062625	28.814819	16.8777107	2000-2009 –> 2010-2019	4.6360625	2.7271317	24474.3729861	37.028671	10	20
N_Atlantic	(27.5,27.75]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	1615	2.0810329	6962.3233978	20.596460	17.9187972	2000-2009 –> 2010-2019	4.8375158	2.7564829	24831.7660066	28.290900	22	34
N_Atlantic	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1615	2.4383569	7476.1493061	898.774919	15.9423729	2000-2009 –> 2010-2019	4.8390980	2.4007411	24333.3648429	1546.564100	49	51
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2051	1.3727058	7133.9330781	443.961532	5.3268132	1982-1999 –> 2000-2009	2.5485161	1.1758104	12703.2019841	824.267062	1	2
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2051	1.3976283	7207.7401366	464.463642	5.1494503	1982-1999 –> 2000-2009	2.6039529	1.2063246	12867.0399719	927.437971	4	7
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2051	1.3836865	7166.6157535	21.780736	5.3208962	1982-1999 –> 2000-2009	2.7255763	1.3418898	13200.1589530	59.304321	2	13
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2051	1.3910051	7188.2547680	25.396827	5.3304923	1982-1999 –> 2000-2009	2.7400440	1.3490390	13240.4699162	62.603843	3	15
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2051	1.4108085	7246.2423783	21.847818	5.3598194	1982-1999 –> 2000-2009	2.7737818	1.3629733	13334.5676382	58.843142	7	21
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	2051	1.4078964	7237.7663816	190.828220	5.4233317	1982-1999 –> 2000-2009	2.7753485	1.3674521	13337.6200012	377.877807	6	22
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate	2051	1.4111336	7245.1873608	14.471255	5.3271330	1982-1999 –> 2000-2009	2.7806564	1.3695228	13348.3581587	30.080528	8	25
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2051	1.4060945	7232.5130736	22.376406	5.3447798	1982-1999 –> 2000-2009	2.7894645	1.3833700	13373.0354290	58.226103	5	23
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	2051	1.4437540	7338.9317539	18.952877	5.7192190	1982-1999 –> 2000-2009	2.8585442	1.4147901	13556.3737049	39.817248	9	31
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	2051	1.4633359	7394.1939528	21.777117	6.2616349	1982-1999 –> 2000-2009	2.9155977	1.4522618	13703.4952978	51.857285	10	35
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1152	1.4560410	4148.8958732	306.665453	5.2936045	2000-2009 –> 2010-2019	2.8287468	1.3727058	11282.8289513	750.626985	2	3
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1152	1.4517403	4142.0804391	343.595136	6.5648522	2000-2009 –> 2010-2019	2.8493686	1.3976283	11349.8205756	808.058778	1	5
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1152	1.4782702	4183.8049254	22.549272	6.6883256	2000-2009 –> 2010-2019	2.8619567	1.3836865	11350.4206790	44.330008	3	5
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1152	1.4839454	4192.6332650	24.011482	6.9967440	2000-2009 –> 2010-2019	2.8749505	1.3910051	11380.8880330	49.408309	4	7
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1152	1.4963732	4211.8484719	22.022157	7.4101734	2000-2009 –> 2010-2019	2.9024677	1.4060945	11444.3615455	44.398562	5	10
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1152	1.5042010	4223.8697220	22.537537	7.5219422	2000-2009 –> 2010-2019	2.9150096	1.4108085	11470.1121003	44.385355	6	13
N_Atlantic	(27.75,27.85]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1152	1.5146456	4239.8125833	151.862419	7.5153828	2000-2009 –> 2010-2019	2.9225420	1.4078964	11477.5789649	342.690639	7	13
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate	1152	1.5271405	4256.7410866	15.746825	6.5286025	2000-2009 –> 2010-2019	2.9382740	1.4111336	11501.9284473	30.218079	9	17
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	1152	1.5227952	4250.1760350	21.906122	8.6573008	2000-2009 –> 2010-2019	2.9861311	1.4633359	11644.3699878	43.683239	8	18
N_Atlantic	(27.75,27.85]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	1152	1.6259761	4401.2279827	14.529394	6.0762966	2000-2009 –> 2010-2019	3.0697302	1.4437540	11740.1597367	33.482271	19	28
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	4694	1.5700751	17570.1418920	447.320519	19.0124307	1982-1999 –> 2000-2009	2.8304987	1.2604236	32091.0382507	624.812113	2	8
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	4694	1.5830155	17647.2000130	656.042578	22.3941271	1982-1999 –> 2000-2009	2.8343700	1.2513544	32104.6207467	891.705620	11	12
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	4694	1.5787144	17621.6575309	448.307125	21.4323372	1982-1999 –> 2000-2009	2.8373989	1.2586845	32130.4174768	626.661480	6	10
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	4694	1.5838978	17652.4308692	448.848851	22.7076548	1982-1999 –> 2000-2009	2.8414866	1.2575888	32153.5353743	627.929820	13	16
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	4694	1.6045179	17773.8602670	404.889245	18.1003771	1982-1999 –> 2000-2009	2.8617644	1.2572466	32272.5725860	568.536537	19	21
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	4694	1.5682310	17559.1089869	90.254846	18.4046057	1982-1999 –> 2000-2009	2.8704496	1.3022186	32366.7486731	145.999274	1	17
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	4694	1.5740112	17593.6477815	17.999082	19.9674191	1982-1999 –> 2000-2009	2.8729102	1.2988989	32378.8513958	31.801324	4	18
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	4694	1.5701220	17568.4221724	19.038585	18.9579654	1982-1999 –> 2000-2009	2.8737827	1.3036607	32383.7912718	32.008412	3	20
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	4694	1.5778147	17616.3057538	30.034703	20.9689604	1982-1999 –> 2000-2009	2.8749043	1.2970896	32389.2563414	53.020656	5	17
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	4694	1.5815213	17638.3344714	17.765046	21.8878377	1982-1999 –> 2000-2009	2.8758008	1.2942795	32392.2210810	33.180488	10	20
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2832	1.7131603	11100.0244879	460.405948	17.3121666	2000-2009 –> 2010-2019	3.3176782	1.6045179	28873.8847549	865.295193	2	21
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	2832	1.7525545	11228.7935193	502.653721	19.2272029	2000-2009 –> 2010-2019	3.3226296	1.5700751	28798.9354113	949.974241	5	7
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	2832	1.7561763	11240.4866537	48.188963	19.1678534	2000-2009 –> 2010-2019	3.3244073	1.5682310	28799.5956406	138.443809	6	7
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2832	1.7135987	11101.4736716	401.463140	17.2704255	2000-2009 –> 2010-2019	3.3312439	1.6176452	28951.8292239	774.690815	3	24
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2832	1.7597798	11252.0965852	13.515960	19.2440427	2000-2009 –> 2010-2019	3.3337910	1.5740112	28845.7443667	31.515042	7	11
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2832	1.7126043	11098.1860401	303.202646	16.8934529	2000-2009 –> 2010-2019	3.3397287	1.6271244	29003.3934198	647.010102	1	23
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2832	1.7672394	11276.0550380	22.539635	19.8075947	2000-2009 –> 2010-2019	3.3450540	1.5778147	28892.3607918	52.574338	9	14
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	2832	1.7177246	11113.0947994	293.182362	17.5976162	2000-2009 –> 2010-2019	3.3454954	1.6277708	29020.0310597	636.170079	4	27
N_Atlantic	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2832	1.7762020	11304.7078094	495.428017	20.8603808	2000-2009 –> 2010-2019	3.3549164	1.5787144	28926.3653402	943.735142	11	17
N_Atlantic	(27.85,27.95]	4	cstar_tref ~ aou + silicate + phosphate + phosphate_star	2832	1.7924485	11354.2795257	8.001238	20.9764381	2000-2009 –> 2010-2019	3.3625705	1.5701220	28922.7016981	27.039823	16	19
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	4435	1.7345079	17484.9042379	40.966182	13.1735375	1982-1999 –> 2000-2009	2.8639216	1.1294137	40457.4796579	95.453099	3	13
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	4435	1.7584406	17606.4556338	47.393341	14.1674055	1982-1999 –> 2000-2009	2.8677523	1.1093118	40311.4081772	104.811508	6	7
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	4435	1.7612341	17620.5358955	46.541189	14.1695534	1982-1999 –> 2000-2009	2.8718989	1.1106648	40343.6532732	102.441981	8	10
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	4435	1.7610563	17619.6404392	254.194587	14.2288470	1982-1999 –> 2000-2009	2.8740131	1.1129567	40373.4770691	497.291865	7	10
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	4435	1.7629734	17629.2907288	91.861095	14.2072709	1982-1999 –> 2000-2009	2.8760366	1.1130632	40384.5534967	147.523266	11	15
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	4435	1.7818483	17721.7510314	35.700210	13.6175174	1982-1999 –> 2000-2009	2.8949825	1.1131342	40475.9636641	56.488079	17	22
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	4435	1.7321594	17472.8863318	81.468532	13.5329567	1982-1999 –> 2000-2009	2.9031055	1.1709461	40983.6238338	134.206356	1	14
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	4435	1.7333153	17478.8034521	297.231794	13.3559790	1982-1999 –> 2000-2009	2.9060366	1.1727213	41012.1161677	535.310154	2	16
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	4435	1.7392253	17506.9958743	36.339871	13.8854836	1982-1999 –> 2000-2009	2.9139505	1.1747252	41063.7501545	56.464699	5	20
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ temp + aou + nitrate + silicate	4435	1.7873067	17748.8811785	2.980257	14.3241706	1982-1999 –> 2000-2009	2.9292866	1.1419799	40884.3454555	5.594746	20	31
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2189	1.5039818	8012.8451491	117.368730	13.9698311	2000-2009 –> 2010-2019	3.2361411	1.7321594	25485.7314808	198.837262	5	6
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2189	1.5068371	8021.1489774	33.961244	14.4526600	2000-2009 –> 2010-2019	3.2413450	1.7345079	25506.0532152	74.927426	7	10
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	2189	1.4822010	7948.9792177	826.270113	11.6304380	2000-2009 –> 2010-2019	3.2506025	1.7684014	25605.5380747	1569.043111	1	13
N_Atlantic	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2189	1.5208638	8061.7140779	242.912724	14.9331559	2000-2009 –> 2010-2019	3.2541791	1.7333153	25540.5175300	540.144519	11	13
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2189	1.4996489	7998.2141600	314.903424	10.4663494	2000-2009 –> 2010-2019	3.2684308	1.7687819	25654.6812665	660.127504	2	15
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	2189	1.5408055	8116.7456262	53.112992	14.4523955	2000-2009 –> 2010-2019	3.2800308	1.7392253	25623.7415005	89.452863	12	17
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + silicate	2189	1.5485446	8138.6801307	7.839207	12.9439816	2000-2009 –> 2010-2019	3.2837822	1.7352376	25625.3153193	15.532142	14	18
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	2189	1.5005078	8000.7209379	558.212678	11.1101235	2000-2009 –> 2010-2019	3.2842844	1.7837766	25732.0658869	995.431592	3	21
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	2189	1.5049873	8013.7712320	112.919957	14.3036645	2000-2009 –> 2010-2019	3.2880748	1.7830875	25741.6886794	190.611199	6	23
N_Atlantic	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + nitrate	2189	1.5090895	8025.6881840	6.779530	15.0902607	2000-2009 –> 2010-2019	3.3120725	1.8029831	25852.0283756	18.127553	8	28
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	706	2.8978512	3517.8661362	54.801900	12.0413789	1982-1999 –> 2000-2009	4.7675189	1.8696677	6764.5803296	108.905762	1	6
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	706	2.9131698	3527.3106044	115.902869	11.4833583	1982-1999 –> 2000-2009	4.7749687	1.8617989	6769.3526191	282.239027	2	5
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	706	2.9176362	3527.4737918	61.856168	11.1526048	1982-1999 –> 2000-2009	4.7801793	1.8625430	6768.1480295	141.025479	3	7
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	706	2.9382419	3539.4109289	53.538601	12.8610081	1982-1999 –> 2000-2009	4.7807446	1.8425027	6764.9711117	208.922198	4	5
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	706	2.9383888	3537.4815163	19.646897	12.6025505	1982-1999 –> 2000-2009	4.7884884	1.8500996	6767.5511183	38.675508	5	7
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	706	2.9403698	3538.4331128	93.757671	11.3683029	1982-1999 –> 2000-2009	4.8702091	1.9298393	6835.2587983	180.547165	6	19
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ temp + aou + nitrate + silicate	706	2.9765096	3555.6820799	11.799506	11.7879132	1982-1999 –> 2000-2009	4.8779262	1.9014166	6829.0347883	20.698841	10	20
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	706	3.0838461	3607.7039113	54.999156	12.1941861	1982-1999 –> 2000-2009	4.9763543	1.8925082	6875.6272590	243.967856	12	18
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + nitrate + silicate	706	2.9507361	3543.4024087	53.521467	14.1981717	1982-1999 –> 2000-2009	4.9847937	2.0340576	6923.4347515	188.574666	7	46
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	706	3.0910406	3610.9942208	336.686159	12.3427536	1982-1999 –> 2000-2009	4.9892206	1.8981800	6883.6516761	1217.664364	14	22
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	444	2.2993358	2013.3842392	131.538379	9.5409292	2000-2009 –> 2010-2019	5.2125056	2.9131698	5540.6948435	247.441248	2	4
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	444	2.2759945	2004.3238040	71.933686	9.6727483	2000-2009 –> 2010-2019	5.2142364	2.9382419	5543.7347329	125.472287	1	5
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	444	2.4144051	2054.7476144	97.810919	13.5156975	2000-2009 –> 2010-2019	5.3320414	2.9176362	5582.2214061	159.667087	8	11
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + silicate	444	2.5002022	2085.7553926	16.414752	15.9002001	2000-2009 –> 2010-2019	5.4385910	2.9383888	5623.2369089	36.061649	9	14
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	444	2.3704043	2040.4151774	97.696790	10.4256029	2000-2009 –> 2010-2019	5.4542504	3.0838461	5648.1190887	152.695946	4	16
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	444	2.3700190	2040.2708277	610.113537	10.4163388	2000-2009 –> 2010-2019	5.4610596	3.0910406	5651.2650485	946.799696	3	17
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	444	2.3732949	2041.4973931	125.704128	10.3788978	2000-2009 –> 2010-2019	5.4658847	3.0925898	5653.1991225	227.611369	5	21
N_Atlantic	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	444	2.3753813	2042.2776971	95.600927	10.3135234	2000-2009 –> 2010-2019	5.4662878	3.0909065	5653.2106583	148.535260	6	19
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ sal + temp + nitrate + silicate	444	2.5392953	2099.5327202	69.586622	9.1583373	2000-2009 –> 2010-2019	5.4900314	2.9507361	5642.9351289	123.108089	11	18
N_Atlantic	(28.05,28.1]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	444	2.6369108	2133.0293981	51.844533	18.9492728	2000-2009 –> 2010-2019	5.5347620	2.8978512	5650.8955343	106.646433	12	13
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	549	3.4728686	2938.9835783	234.283619	26.2726376	1982-1999 –> 2000-2009	5.9378523	2.4649837	5385.5212595	572.673127	1	2
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	549	3.6108629	2981.7680629	124.842833	26.0714959	1982-1999 –> 2000-2009	6.1637346	2.5528717	5465.0210421	318.102146	2	4
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	549	3.6192770	2984.3236799	192.738743	25.9670770	1982-1999 –> 2000-2009	6.1739818	2.5547047	5468.3288705	475.619026	3	6
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	549	3.6215776	2985.0213999	102.266192	26.0407508	1982-1999 –> 2000-2009	6.1818209	2.5602433	5471.2961866	310.139684	4	8
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	549	3.6216728	2985.0502622	134.047856	26.0430326	1982-1999 –> 2000-2009	6.1822062	2.5605333	5471.4437640	346.972563	5	10
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	549	3.6235510	2983.6195298	64.219681	25.9921154	1982-1999 –> 2000-2009	6.1889003	2.5653493	5469.9822965	159.805846	6	12
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	549	3.7835028	3031.0484943	61.250346	24.2307635	1982-1999 –> 2000-2009	6.3933223	2.6098195	5535.4226122	120.750693	16	23
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + nitrate	549	3.6709802	2997.8981595	23.284315	21.9324810	1982-1999 –> 2000-2009	6.4319023	2.7609221	5561.2575707	55.525284	7	29
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + aou + phosphate	549	3.6965002	3005.5048728	27.139565	23.1054534	1982-1999 –> 2000-2009	6.4416976	2.7451974	5562.8783655	64.750134	8	23
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	549	3.8227280	3042.3733021	83.617289	24.0001664	1982-1999 –> 2000-2009	6.4440002	2.6212722	5551.3363276	143.395746	20	28
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	346	1.6354019	1336.2923721	240.971328	5.6877550	2000-2009 –> 2010-2019	5.1082705	3.4728686	4275.2759505	475.254948	8	9
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	346	1.6062216	1323.8336121	213.721779	6.9040553	2000-2009 –> 2010-2019	5.2254987	3.6192770	4308.1572919	406.460522	1	4
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	346	1.6069285	1324.1380860	159.817975	6.8665673	2000-2009 –> 2010-2019	5.2286013	3.6216728	4309.1883482	293.865831	2	7
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	346	1.6072102	1324.2593632	197.413249	6.8564845	2000-2009 –> 2010-2019	5.2287878	3.6215776	4309.2807631	299.679441	3	7
N_Atlantic	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	346	1.6245360	1331.6792667	221.294130	7.3649229	2000-2009 –> 2010-2019	5.2353989	3.6108629	4313.4473296	346.136963	6	8
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	346	1.6135641	1324.9897277	52.701736	7.1421556	2000-2009 –> 2010-2019	5.3970670	3.7835028	4356.0382220	113.952082	4	17
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	346	1.8018835	1401.3775630	48.894291	7.5144232	2000-2009 –> 2010-2019	5.4254345	3.6235510	4384.9970928	113.113972	9	15
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	346	1.6246277	1329.7183211	73.716237	7.3927956	2000-2009 –> 2010-2019	5.4473557	3.8227280	4372.0916232	157.333526	7	23
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	346	1.6195098	1327.5349455	78.074668	6.3898991	2000-2009 –> 2010-2019	5.4565397	3.8370299	4374.0085216	175.862872	5	23
N_Atlantic	(28.1,28.15]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	346	1.8504234	1419.7722891	44.400247	6.8072100	2000-2009 –> 2010-2019	5.5644333	3.7140099	4430.4659061	89.664360	10	22
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	152	1.9608227	650.0600137	110.972256	5.3906413	1982-1999 –> 2000-2009	3.2019897	1.2411669	1916.4627696	233.665489	3	5
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	152	1.9613990	648.1493393	315.606619	5.1844718	1982-1999 –> 2000-2009	3.2087114	1.2473124	1916.3354810	724.239599	4	7
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate	152	1.9599271	647.9211330	332.510497	5.2089573	1982-1999 –> 2000-2009	3.2149132	1.2549860	1920.8053696	647.840980	2	6
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	152	1.9758157	652.3756391	55.345422	5.2860089	1982-1999 –> 2000-2009	3.2393673	1.2635516	1932.4702154	103.594491	6	15
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	152	1.9826519	653.4256359	742.858770	5.7209066	1982-1999 –> 2000-2009	3.2559810	1.2733292	1939.4248543	1383.186900	7	18
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + silicate	152	1.9826549	651.4260958	13.527875	5.7114144	1982-1999 –> 2000-2009	3.2559895	1.2733347	1935.4286184	31.930613	8	20
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	152	1.9490329	646.2266426	510.549877	5.3078279	1982-1999 –> 2000-2009	3.2582571	1.3092242	1951.5205605	1003.532044	1	21
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	152	2.0087009	655.3937223	82.550727	6.7990353	1982-1999 –> 2000-2009	3.3296056	1.3209047	1967.4913552	194.230016	9	30
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	152	2.0296068	660.5413067	119.320859	5.2885679	1982-1999 –> 2000-2009	3.3327594	1.3031526	1964.2745847	250.847436	10	25
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	152	2.0296462	660.5472036	53.324052	5.2643702	1982-1999 –> 2000-2009	3.3337216	1.3040754	1964.8227355	106.232551	11	28
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	120	1.3995987	435.2297783	60.294878	3.6191048	2000-2009 –> 2010-2019	3.3754144	1.9758157	1087.6054175	115.640300	1	3
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	120	1.4434065	442.6266778	298.469536	3.6236097	2000-2009 –> 2010-2019	3.4042292	1.9608227	1092.6866915	409.441792	2	3
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + aou + nitrate	120	1.4617137	443.6515323	7.134372	4.0175663	2000-2009 –> 2010-2019	3.5293368	2.0676231	1107.8343567	13.858000	3	16
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	120	1.5514337	459.9483169	782.004762	3.6756893	2000-2009 –> 2010-2019	3.5340855	1.9826519	1113.3739527	1524.863532	10	13
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	120	1.4774100	446.2149882	57.123920	3.9540449	2000-2009 –> 2010-2019	3.5435456	2.0661355	1110.1790156	94.935089	4	16
N_Atlantic	(28.15,28.2]	4	cstar_tref ~ sal + temp + nitrate + silicate	120	1.5297189	454.5654106	13.575881	3.9624184	2000-2009 –> 2010-2019	3.5730661	2.0433471	1115.1578451	31.364135	5	15
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	120	1.5440840	458.8086456	521.426092	3.9993047	2000-2009 –> 2010-2019	3.5737600	2.0296761	1119.3603294	1090.300330	6	14
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	120	1.5442222	458.8301302	102.157337	3.9964528	2000-2009 –> 2010-2019	3.5739490	2.0297269	1119.3894193	196.978657	7	16
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	120	1.5454158	459.0155644	322.647027	3.9922593	2000-2009 –> 2010-2019	3.5750226	2.0296068	1119.5568712	441.967886	8	14
N_Atlantic	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	120	1.5459420	459.0972794	58.688540	3.9878036	2000-2009 –> 2010-2019	3.5755882	2.0296462	1119.6444830	112.012591	9	16
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	192	1.1190891	602.0781612	55.874567	3.4241883	1982-1999 –> 2000-2009	2.3077244	1.1886354	886.6747166	93.331399	1	2
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	192	1.1320486	606.4995101	98.868324	3.4685066	1982-1999 –> 2000-2009	2.3310189	1.1989702	892.5677790	211.108342	2	5
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	192	1.1575169	615.0427917	52.757405	3.5467471	1982-1999 –> 2000-2009	2.3561757	1.1986589	901.0669078	69.713959	4	6
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	192	1.1588064	615.4703496	128.666799	3.5148769	1982-1999 –> 2000-2009	2.3599239	1.2011175	901.8428004	166.080196	5	10
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	192	1.1588744	615.4929013	48.273391	3.5483811	1982-1999 –> 2000-2009	2.3670619	1.2081874	902.8630616	64.046211	6	14
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	192	1.1645850	617.3804813	77.766993	3.5677461	1982-1999 –> 2000-2009	2.3678404	1.2032554	904.0552488	168.329477	8	14
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + silicate	192	1.1825008	621.2428972	2.504260	4.1567083	1982-1999 –> 2000-2009	2.3858101	1.2033093	905.9252820	5.531880	10	17
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	192	1.1588778	613.4940272	7.643697	3.5579978	1982-1999 –> 2000-2009	2.3943649	1.2354871	902.6626780	10.930762	7	17
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	192	1.1704436	619.3074002	60.867648	3.5496008	1982-1999 –> 2000-2009	2.4063941	1.2359505	910.5398063	85.743433	9	20
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + silicate + phosphate	192	1.2247658	634.7282539	2.815027	4.2813029	1982-1999 –> 2000-2009	2.4237723	1.1990065	918.8016620	6.323419	15	19
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	26	0.1645630	-6.0472156	825.030507	0.4246645	2000-2009 –> 2010-2019	1.3220798	1.1575169	608.9955761	877.787912	1	5
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	26	0.2034215	4.9760927	569.654635	0.5941704	2000-2009 –> 2010-2019	1.3225105	1.1190891	607.0542540	625.529201	4	5
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	26	0.1957599	2.9797626	947.550226	0.5623580	2000-2009 –> 2010-2019	1.3278086	1.1320486	609.4792726	1046.418550	2	4
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	26	0.1992738	3.9048679	794.727002	0.6021423	2000-2009 –> 2010-2019	1.3581482	1.1588744	619.3977692	843.000393	3	8
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + silicate + phosphate	26	0.2097838	4.5775603	346.567829	0.5914297	2000-2009 –> 2010-2019	1.3606882	1.1509044	615.4203996	362.720941	5	8
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	26	0.2257219	8.3853118	95.520069	0.7081905	2000-2009 –> 2010-2019	1.3845997	1.1588778	621.8793390	103.163766	6	12
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	26	0.2306702	11.5129661	742.435708	0.7194493	2000-2009 –> 2010-2019	1.3952552	1.1645850	628.8934474	820.202701	7	14
N_Atlantic	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	26	0.2416242	13.9254838	491.353061	0.7771387	2000-2009 –> 2010-2019	1.4120678	1.1704436	633.2328840	552.220709	9	17
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + aou + silicate	26	0.2403206	11.6441744	69.325911	0.7425340	2000-2009 –> 2010-2019	1.4228214	1.1825008	632.8870716	71.830172	8	17
N_Atlantic	(28.2, Inf]	4	cstar_tref ~ sal + temp + nitrate + silicate	26	0.2442752	12.4929009	145.655901	0.7779361	2000-2009 –> 2010-2019	1.4371145	1.1928393	637.0784808	156.138602	10	20
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	299	5.2949185	1859.2402977	39.450634	13.0629728	1982-1999 –> 2000-2009	9.8050810	4.5101625	3932.6315861	80.686209	1	2
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	299	5.2960146	1859.3640801	115.449234	13.1916506	1982-1999 –> 2000-2009	9.9653605	4.6693459	3957.1741876	195.890025	2	4
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	299	5.3469407	1865.0869364	103.477448	13.3477251	1982-1999 –> 2000-2009	10.0922507	4.7453100	3974.2580184	199.484584	3	6
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	299	5.4581529	1877.3972837	103.721984	13.9344977	1982-1999 –> 2000-2009	10.3031646	4.8450117	4001.2065693	193.667743	4	8
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	299	6.0690194	1940.8370755	215.404162	17.1195664	1982-1999 –> 2000-2009	11.4012717	5.3322523	4132.1065010	381.729637	11	16
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	299	6.1912305	1950.7592857	71.640399	17.1506920	1982-1999 –> 2000-2009	11.5752091	5.3839786	4146.8250619	143.706727	14	20
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	299	6.2184203	1955.3797493	554.213378	17.3105691	1982-1999 –> 2000-2009	11.6389477	5.4205275	4158.2084398	970.121025	15	22
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	299	5.9072495	1924.6810756	151.896988	15.4741273	1982-1999 –> 2000-2009	11.6419711	5.7347216	4167.1774053	309.048656	5	17
N_Pacific	(-Inf,26]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	299	5.9340875	1925.3917751	113.429718	16.1432219	1982-1999 –> 2000-2009	11.6744746	5.7403871	4166.5832653	191.235057	7	20
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	299	5.9196282	1925.9328765	248.015037	15.2037021	1982-1999 –> 2000-2009	11.6806577	5.7610295	4171.6514085	504.988792	6	20
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	228	4.4390671	1340.6785490	87.719667	11.8993766	2000-2009 –> 2010-2019	10.5080865	6.0690194	3281.5156244	303.123829	1	12
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	228	4.5596394	1352.8990302	110.956836	11.9530617	2000-2009 –> 2010-2019	10.8078636	6.2482242	3311.1380557	658.749342	2	18
N_Pacific	(-Inf,26]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	228	4.8929198	1385.0678532	180.878021	13.5263207	2000-2009 –> 2010-2019	11.1113400	6.2184203	3340.4476025	735.091400	3	18
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	228	5.8964178	1470.1372996	63.860171	14.7610918	2000-2009 –> 2010-2019	11.1913363	5.2949185	3329.3775973	103.310805	6	7
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	228	5.3060370	1422.0293977	92.618537	17.3894976	2000-2009 –> 2010-2019	12.2259682	6.9199312	3441.3293212	237.720926	4	28
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	228	5.4540931	1432.5790282	86.875105	18.6702578	2000-2009 –> 2010-2019	12.5146312	7.0605381	3461.9079910	202.819591	5	32
N_Pacific	(-Inf,26]	4	cstar_tref ~ temp + aou + nitrate + silicate	228	6.3131377	1499.2765337	33.763732	17.8257227	2000-2009 –> 2010-2019	12.5613878	6.2482501	3455.5180366	72.995852	7	24
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	228	6.7638123	1532.7194956	122.610080	23.7937752	2000-2009 –> 2010-2019	12.6710618	5.9072495	3457.4005712	274.507069	9	14
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	228	7.5030773	1580.0188069	125.322760	20.7128858	2000-2009 –> 2010-2019	12.7990919	5.2960146	3439.3828870	240.771994	18	20
N_Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	228	7.0015222	1548.4701516	94.376141	24.4164829	2000-2009 –> 2010-2019	12.9211504	5.9196282	3474.4030281	342.391178	10	16
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	487	3.1114975	2501.6375518	108.339625	10.0945057	1982-1999 –> 2000-2009	6.3352661	3.2237686	4825.4622509	187.642041	1	2
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	487	3.2404331	2541.1847286	133.164572	10.1705787	1982-1999 –> 2000-2009	6.6008844	3.3604514	4902.0490643	257.820174	4	6
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	487	3.2040322	2530.1815335	54.259438	11.3377880	1982-1999 –> 2000-2009	6.6135481	3.4095160	4903.9754458	82.917466	2	6
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	487	3.2385548	2540.6200127	88.335875	10.0619761	1982-1999 –> 2000-2009	6.6245228	3.3859679	4908.2319005	170.829702	3	6
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	487	3.2404474	2539.1890392	37.523438	10.1930608	1982-1999 –> 2000-2009	6.6646905	3.4242431	4914.8275863	64.210717	5	10
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	487	3.8879456	2718.6221310	63.426929	10.6499619	1982-1999 –> 2000-2009	7.9153412	4.0273956	5240.9782623	127.959025	6	12
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	487	3.8925161	2717.7664512	41.703561	10.7966895	1982-1999 –> 2000-2009	7.9208612	4.0283450	5238.3328483	79.281905	7	14
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	487	3.9705369	2739.0960246	27.313761	10.6736198	1982-1999 –> 2000-2009	8.1073063	4.1367694	5285.3535102	62.530470	8	16
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	487	3.9750072	2738.1920106	26.829766	10.8180378	1982-1999 –> 2000-2009	8.1134857	4.1384785	5282.8179424	53.163514	9	18
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	487	4.0404274	2756.0915079	85.933920	10.7424041	1982-1999 –> 2000-2009	8.2512471	4.2108197	5318.1750131	147.302297	10	20
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	587	3.1177545	3014.8045323	141.195443	16.4055991	2000-2009 –> 2010-2019	6.2292520	3.1114975	5516.4420841	249.535069	1	2
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	587	3.2757750	3072.8488119	57.652291	18.7930801	2000-2009 –> 2010-2019	6.4798072	3.2040322	5603.0303454	111.911729	4	6
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	587	3.2435887	3061.2565565	207.467798	17.8196689	2000-2009 –> 2010-2019	6.4840217	3.2404331	5602.4412851	340.632370	2	6
N_Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	587	3.2705913	3070.9895421	145.398909	18.1414887	2000-2009 –> 2010-2019	6.5091461	3.2385548	5611.6095548	233.734784	3	6
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	587	3.3155454	3085.0162111	42.035298	18.0647054	2000-2009 –> 2010-2019	6.5559928	3.2404474	5624.2052504	79.558737	5	10
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	587	3.8089504	3249.8870449	74.801659	16.7958779	2000-2009 –> 2010-2019	7.6968960	3.8879456	5968.5091759	138.228588	6	12
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	587	3.8151720	3249.8031046	48.290388	16.5178661	2000-2009 –> 2010-2019	7.7076881	3.8925161	5967.5695558	89.993949	7	14
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	587	3.9054356	3279.2554174	28.655955	17.7042545	2000-2009 –> 2010-2019	7.8759725	3.9705369	6018.3514420	55.969716	8	16
N_Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	587	3.9096202	3278.5126773	19.306191	17.4494178	2000-2009 –> 2010-2019	7.8846275	3.9750072	6016.7046879	46.135957	9	18
N_Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	587	3.9688721	3298.1716374	92.717218	18.2075480	2000-2009 –> 2010-2019	8.0092995	4.0404274	6054.2631453	178.651138	10	20
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	536	2.6398828	2575.7295341	85.387819	7.1659764	1982-1999 –> 2000-2009	4.6753615	2.0354787	4472.3574209	170.656760	2	3
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	536	2.6248840	2569.6214725	42.381352	6.9825316	1982-1999 –> 2000-2009	4.7960424	2.1711583	4523.2936894	94.518612	1	4
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	536	2.7177632	2606.8975686	63.850684	7.1749703	1982-1999 –> 2000-2009	4.8683800	2.1506168	4552.1663561	148.659564	5	7
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	536	2.7161456	2604.2593047	33.331794	7.0333490	1982-1999 –> 2000-2009	4.9143771	2.1982316	4566.8863940	70.861093	4	9
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	536	2.6823480	2592.8365074	31.167784	6.9803141	1982-1999 –> 2000-2009	4.9358185	2.2534704	4579.4029260	60.733153	3	9
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	536	2.7653970	2625.5235922	104.695962	7.1602519	1982-1999 –> 2000-2009	4.9478158	2.1824187	4583.7687048	239.894882	7	11
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	536	2.7714784	2625.8784268	25.372655	7.0585136	1982-1999 –> 2000-2009	5.0516809	2.2802026	4620.8697117	45.318348	8	17
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	536	2.7383259	2614.9778047	65.299380	7.1172297	1982-1999 –> 2000-2009	5.0530706	2.3147448	4625.2601643	112.603185	6	16
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate	536	2.8237909	2645.9241582	51.155338	7.0574962	1982-1999 –> 2000-2009	5.1621078	2.3383169	4663.1631629	87.152236	9	20
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	536	2.9415534	2691.7234316	112.638693	7.8400403	1982-1999 –> 2000-2009	5.4203522	2.4787989	4762.5374118	256.312736	10	22
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	569	3.3438239	3002.4489720	56.276988	8.1736874	2000-2009 –> 2010-2019	5.9687080	2.6248840	5572.0704445	98.658340	1	2
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	569	3.3438370	3002.4534199	185.781966	8.8442386	2000-2009 –> 2010-2019	5.9837199	2.6398828	5578.1829541	271.169785	2	4
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	569	3.4253060	3029.8472098	27.579225	8.2515927	2000-2009 –> 2010-2019	6.1076541	2.6823480	5622.6837172	58.747009	4	7
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	569	3.4153877	3024.5472266	43.546614	8.4503564	2000-2009 –> 2010-2019	6.1315333	2.7161456	5628.8065313	76.878408	3	7
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	569	3.4430731	3035.7347641	159.956169	8.9664646	2000-2009 –> 2010-2019	6.1608364	2.7177632	5642.6323327	223.806853	5	10
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	569	3.4999038	3054.3650392	75.480029	8.2829704	2000-2009 –> 2010-2019	6.2382297	2.7383259	5669.3428440	140.779410	8	14
N_Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	569	3.4890141	3050.8187032	202.967331	9.0572503	2000-2009 –> 2010-2019	6.2544111	2.7653970	5676.3422955	307.663293	7	14
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	569	3.4880052	3048.4895853	21.992433	8.5950077	2000-2009 –> 2010-2019	6.2594836	2.7714784	5674.3680121	47.365088	6	14
N_Pacific	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + phosphate	569	3.5540891	3069.8484832	58.626823	8.6762449	2000-2009 –> 2010-2019	6.3778800	2.8237909	5715.7726414	109.782161	9	18
N_Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	569	3.5577810	3073.0300067	195.901583	9.0871575	2000-2009 –> 2010-2019	6.4993344	2.9415534	5764.7534383	308.540276	10	20
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	796	0.9623076	2211.7837703	28.585129	5.2589287	1982-1999 –> 2000-2009	1.8896925	0.9273849	3754.7458684	64.152162	1	2
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	796	0.9835638	2246.5663140	21.467759	5.4396704	1982-1999 –> 2000-2009	1.9645993	0.9810355	3853.5294835	44.597248	2	5
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	796	1.0110470	2290.4405615	70.173698	5.6041627	1982-1999 –> 2000-2009	2.0469226	1.0358756	3959.3037405	127.957563	3	8
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	796	1.0688560	2378.9596881	789.968241	5.8118686	1982-1999 –> 2000-2009	2.2082800	1.1394240	4156.2467795	1339.927293	4	14
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	796	1.3091820	2701.8389970	65.358816	5.9591273	1982-1999 –> 2000-2009	2.2900876	0.9809056	4308.6514867	106.307508	6	8
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	796	1.3290535	2725.8216859	45.417905	6.1476980	1982-1999 –> 2000-2009	2.3870119	1.0579584	4418.6898072	73.515001	7	13
N_Pacific	(26.75,27]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	796	1.4030985	2810.1334418	26.354061	6.2130211	1982-1999 –> 2000-2009	2.4311058	1.0280073	4468.3196671	55.059054	9	13
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	796	1.3479286	2748.2720239	61.244725	6.2817756	1982-1999 –> 2000-2009	2.4643390	1.1164104	4502.3389897	108.630625	8	16
N_Pacific	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	796	1.4100178	2817.9650672	20.769763	6.3606036	1982-1999 –> 2000-2009	2.4928971	1.0828792	4535.3286220	43.094379	10	17
N_Pacific	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + phosphate	796	1.4209541	2830.2651996	44.043906	6.4933738	1982-1999 –> 2000-2009	2.5556789	1.1347248	4600.8492480	88.599832	11	20
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	755	1.3882266	2651.9181574	55.071330	9.5172205	2000-2009 –> 2010-2019	2.3505343	0.9623076	4863.7019278	83.656459	1	2
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	755	1.4061115	2671.2476321	31.387024	9.5341651	2000-2009 –> 2010-2019	2.3896753	0.9835638	4917.8139461	52.854783	2	4
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	755	1.4295194	2696.1780058	133.885229	9.5456707	2000-2009 –> 2010-2019	2.4405664	1.0110470	4986.6185674	204.058927	3	6
N_Pacific	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	755	1.6866898	2945.9767548	126.035131	9.3156420	2000-2009 –> 2010-2019	2.9720165	1.2853266	5618.5394131	183.342107	4	8
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	755	1.8109623	3053.3233350	132.242760	8.3288419	2000-2009 –> 2010-2019	3.1201444	1.3091820	5755.1623320	197.601575	5	10
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	755	1.8230258	3063.3486546	66.124143	8.3909211	2000-2009 –> 2010-2019	3.1520793	1.3290535	5789.1703405	111.542048	7	13
N_Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	755	1.8329170	3071.5192988	123.051674	8.4179404	2000-2009 –> 2010-2019	3.1808456	1.3479286	5819.7913228	184.296399	8	15
N_Pacific	(26.75,27]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	755	2.0687718	3252.2993970	41.965448	9.0465883	2000-2009 –> 2010-2019	3.4718703	1.4030985	6062.4328388	68.319509	12	20
N_Pacific	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	755	2.0638589	3248.7091794	30.745907	9.0767506	2000-2009 –> 2010-2019	3.4738767	1.4100178	6066.6742465	51.515670	11	20
N_Pacific	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + phosphate	755	2.0618476	3247.2369445	103.398139	9.1019917	2000-2009 –> 2010-2019	3.4828017	1.4209541	6077.5021441	147.442044	10	20
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1512	0.4570608	1937.2629370	62.327467	2.6774278	1982-1999 –> 2000-2009	0.9779241	0.5208633	3734.5393092	146.730538	1	4
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1512	0.4746073	2051.1809171	42.433853	2.7449007	1982-1999 –> 2000-2009	1.0374326	0.5628253	4028.6796892	95.067061	2	8
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1512	0.4935439	2169.4921131	298.613916	2.8148945	1982-1999 –> 2000-2009	1.0843873	0.5908435	4259.9922161	629.092592	3	12
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1512	0.6643779	3068.3438540	103.337056	3.5627655	1982-1999 –> 2000-2009	1.1517364	0.4873585	4710.9700424	181.830942	7	8
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1512	0.6629230	3061.7142985	74.846494	3.5529159	1982-1999 –> 2000-2009	1.1724528	0.5095298	4807.8205286	130.950117	5	7
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1512	0.6633848	3063.8202756	241.768146	3.5432510	1982-1999 –> 2000-2009	1.1904004	0.5270156	4888.4100194	425.535723	6	11
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1512	0.6337170	2925.4641254	181.829608	3.2451428	1982-1999 –> 2000-2009	1.2110816	0.5773646	4962.2866121	397.550362	4	12
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1512	0.7030945	3237.6240793	34.466790	3.0495096	1982-1999 –> 2000-2009	1.2241640	0.5210695	5033.8210033	73.073369	10	14
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1512	0.6952185	3203.5580348	27.812057	3.0881145	1982-1999 –> 2000-2009	1.2618767	0.5666582	5194.8434013	58.655783	9	16
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1512	0.6905571	3183.2140197	118.028207	3.1164971	1982-1999 –> 2000-2009	1.2932094	0.6026523	5317.7441489	244.276679	8	19
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1493	0.5967689	2709.5014050	99.766793	3.7595587	2000-2009 –> 2010-2019	1.0538297	0.4570608	4646.7643419	162.094260	1	2
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1493	0.6161793	2805.0774746	54.317808	3.7490138	2000-2009 –> 2010-2019	1.0907865	0.4746073	4856.2583917	96.751661	2	4
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1493	0.6391836	2914.5258361	343.321189	3.7362894	2000-2009 –> 2010-2019	1.1327275	0.4935439	5084.0179492	641.935105	3	6
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1493	0.6852572	3122.3587842	228.664177	3.7758981	2000-2009 –> 2010-2019	1.3189742	0.6337170	6047.8229096	410.493785	4	8
N_Pacific	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1493	0.8193567	3656.0325207	28.078694	6.8136055	2000-2009 –> 2010-2019	1.6189155	0.7995588	7284.4483950	50.204022	5	16
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1493	0.9905332	4222.5480540	313.222450	4.6540359	2000-2009 –> 2010-2019	1.6539180	0.6633848	7286.3683296	554.990596	7	13
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1493	0.9917939	4226.3458316	108.900109	4.7138709	2000-2009 –> 2010-2019	1.6547168	0.6629230	7288.0601301	183.746603	8	13
N_Pacific	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1493	0.9951715	4236.4976535	187.857724	4.7914390	2000-2009 –> 2010-2019	1.6595494	0.6643779	7304.8415075	291.194780	9	16
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1493	1.0350045	4351.6861809	131.100198	4.4581825	2000-2009 –> 2010-2019	1.7255616	0.6905571	7534.9002006	249.128404	10	18
N_Pacific	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1493	1.0404658	4367.4006861	35.403193	4.8234360	2000-2009 –> 2010-2019	1.7356843	0.6952185	7570.9587209	63.215249	11	20
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1643	0.3400327	1131.9794400	177.252781	1.8287244	1982-1999 –> 2000-2009	0.6522137	0.3121810	1754.8712215	335.366161	1	2
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1643	0.3421793	1152.6589106	96.344402	1.8294436	1982-1999 –> 2000-2009	0.6646708	0.3224914	1853.2099301	194.165210	2	5
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1643	0.3445935	1175.7615292	401.785440	1.8324183	1982-1999 –> 2000-2009	0.6786051	0.3340116	1960.1994749	817.466244	3	9
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1643	0.3666686	1379.7987159	235.772760	2.2500232	1982-1999 –> 2000-2009	0.6857142	0.3190456	2054.6749031	393.791337	4	6
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1643	0.3728293	1434.5503426	122.550560	2.2788192	1982-1999 –> 2000-2009	0.6962259	0.3233966	2141.8004045	215.530484	5	9
N_Pacific	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1643	0.3771343	1470.2758531	27.796063	2.3564697	1982-1999 –> 2000-2009	0.7084946	0.3313604	2233.6674804	44.830718	6	11
N_Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1643	0.3794280	1490.2010032	15.094811	2.3608490	1982-1999 –> 2000-2009	0.7210171	0.3415891	2326.2533379	25.561642	7	14
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1643	0.3842717	1533.8840901	426.029776	1.4176800	1982-1999 –> 2000-2009	0.7352813	0.3510096	2436.9565379	668.952444	9	17
N_Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1643	0.3821334	1513.5473126	154.154753	2.3684945	1982-1999 –> 2000-2009	0.7353180	0.3531846	2429.3836176	263.350633	8	17
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1643	0.4002700	1667.9179788	16.419678	1.4964996	1982-1999 –> 2000-2009	0.7593917	0.3591217	2625.5963246	27.638419	11	21
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1590	0.4838961	2217.9099776	335.217022	2.0164002	2000-2009 –> 2010-2019	0.8239288	0.3400327	3349.8894176	512.469803	3	4
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1590	0.4581730	2044.2076071	385.179059	2.5446420	2000-2009 –> 2010-2019	0.8248416	0.3666686	3424.0063230	620.951819	1	5
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1590	0.4851504	2226.1422352	154.941287	2.0792387	2000-2009 –> 2010-2019	0.8273297	0.3421793	3378.8011458	251.285688	4	6
N_Pacific	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1590	0.4865151	2235.0745648	589.991747	2.1297257	2000-2009 –> 2010-2019	0.8311086	0.3445935	3410.8360941	991.777187	5	8
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1590	0.4672774	2106.7778841	170.512418	2.5725474	2000-2009 –> 2010-2019	0.8401066	0.3728293	3541.3282267	293.062978	2	7
N_Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1590	0.4953044	2292.0112993	660.544043	2.2071508	2000-2009 –> 2010-2019	0.8795761	0.3842717	3825.8953894	1086.573819	6	15
N_Pacific	(27.25,27.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1590	0.5069253	2363.7589512	51.423958	2.4421332	2000-2009 –> 2010-2019	0.8840595	0.3771343	3834.0348043	79.220021	8	14
N_Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1590	0.5079769	2370.3488626	23.663495	2.5025866	2000-2009 –> 2010-2019	0.8874049	0.3794280	3860.5498658	38.758307	9	16
N_Pacific	(27.25,27.5]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	1590	0.5061729	2359.0355940	132.369558	2.2172426	2000-2009 –> 2010-2019	0.8913431	0.3851702	3898.5937352	224.703669	7	17
N_Pacific	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1590	0.5093703	2379.0598588	227.096899	2.5567854	2000-2009 –> 2010-2019	0.8915036	0.3821334	3892.6071714	381.251652	10	18
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1555	0.3294635	973.8974199	50.061376	3.0032055	1982-1999 –> 2000-2009	0.6562474	0.3267840	1682.0121333	79.682870	1	2
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1555	0.3468257	1133.6172073	44.280468	3.1734459	1982-1999 –> 2000-2009	0.6887196	0.3418939	1946.1464187	72.274738	6	8
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1555	0.3438483	1106.8036588	52.764106	3.4024324	1982-1999 –> 2000-2009	0.6904131	0.3465648	1950.6785456	88.111827	2	5
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + silicate	1555	0.3457428	1121.8917677	3.470806	3.4913501	1982-1999 –> 2000-2009	0.7029329	0.3571901	2033.5246144	6.078879	4	10
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1555	0.3502362	1164.0504921	70.674227	3.4500088	1982-1999 –> 2000-2009	0.7052049	0.3549687	2063.2719775	117.936263	7	11
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	1555	0.3507020	1166.1834700	3.615766	3.4023525	1982-1999 –> 2000-2009	0.7062627	0.3555607	2067.2542507	6.590382	8	13
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1555	0.3452465	1119.4243396	272.696081	2.2891795	1982-1999 –> 2000-2009	0.7183041	0.3730576	2133.4604334	456.306518	3	10
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1555	0.3461246	1127.3245446	126.116109	2.3465666	1982-1999 –> 2000-2009	0.7198145	0.3736899	2145.2723504	212.049304	5	13
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + nitrate	1555	0.3640394	1282.2653123	3.249426	2.3431336	1982-1999 –> 2000-2009	0.7387613	0.3747219	2304.5840441	6.591648	9	18
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1555	0.3935424	1526.6167870	23.431441	3.6509605	1982-1999 –> 2000-2009	0.8092665	0.4157241	2790.8006036	39.241985	10	21
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1471	0.3332633	955.7813808	65.651846	1.6697242	2000-2009 –> 2010-2019	0.6627267	0.3294635	1929.6788007	115.713222	4	5
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1471	0.3269763	899.7507185	731.913829	1.6582119	2000-2009 –> 2010-2019	0.6722228	0.3452465	2019.1750582	1004.609909	1	4
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1471	0.3289781	917.7070182	326.059470	1.6718439	2000-2009 –> 2010-2019	0.6751027	0.3461246	2045.0315628	452.175579	2	7
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1471	0.3520310	1116.9627851	67.781797	1.7756079	2000-2009 –> 2010-2019	0.6988566	0.3468257	2250.5799925	112.062265	11	17
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + temp + aou + nitrate	1471	0.3442004	1048.7822930	4.838913	1.8584896	2000-2009 –> 2010-2019	0.7082398	0.3640394	2331.0476053	8.088339	9	18
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1471	0.3682372	1249.3768348	117.570531	1.8607500	2000-2009 –> 2010-2019	0.7120855	0.3438483	2356.1804935	170.334637	12	14
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + silicate	1471	0.3785871	1328.9256164	5.423548	1.8424187	2000-2009 –> 2010-2019	0.7243299	0.3457428	2450.8173842	8.894355	15	19
N_Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1471	0.3746739	1300.3578149	144.753068	1.8859352	2000-2009 –> 2010-2019	0.7249101	0.3502362	2464.4083070	215.427295	14	21
N_Pacific	(27.5,27.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1471	0.3292881	920.4781186	273.228042	1.4009453	2000-2009 –> 2010-2019	0.7259811	0.3966930	2471.8937708	502.969383	3	14
N_Pacific	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	1471	0.3789936	1332.0826623	6.706522	1.8666944	2000-2009 –> 2010-2019	0.7296956	0.3507020	2498.2661323	10.322288	16	24
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	679	0.2182927	-125.8467413	94.234841	0.7703687	1982-1999 –> 2000-2009	0.4938335	0.2755408	-17.5255354	184.133073	4	10
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	679	0.2172861	-132.1234832	69.131327	0.7601540	1982-1999 –> 2000-2009	0.4962958	0.2790097	-14.7194141	137.855227	1	8
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	679	0.2203774	-112.9395367	86.790878	0.8320547	1982-1999 –> 2000-2009	0.5009010	0.2805236	8.3932117	151.433078	5	13
N_Pacific	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	679	0.2205699	-113.7538606	4.066997	0.8366377	1982-1999 –> 2000-2009	0.5012280	0.2806581	5.9268064	7.449725	6	15
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	679	0.2173232	-131.8914242	102.615617	0.7555797	1982-1999 –> 2000-2009	0.5120359	0.2947127	25.2644134	168.294921	2	14
N_Pacific	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + silicate	679	0.2177733	-131.0820041	3.937271	0.7672933	1982-1999 –> 2000-2009	0.5132786	0.2955053	26.0237475	7.114053	3	16
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	679	0.2451755	31.8681726	34.847434	1.0824727	1982-1999 –> 2000-2009	0.5147700	0.2695945	124.3504073	69.126163	10	11
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	679	0.2745660	185.6169042	476.435467	1.3299733	1982-1999 –> 2000-2009	0.5459968	0.2714309	283.0276571	703.071287	12	14
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	679	0.2746172	185.8705754	248.960202	1.3307979	1982-1999 –> 2000-2009	0.5460485	0.2714313	283.2823485	370.047538	13	16
N_Pacific	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate	679	0.2755656	188.5521151	454.290901	1.4131058	1982-1999 –> 2000-2009	0.5479291	0.2723635	286.4530003	709.062269	16	21
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	672	0.2003571	-239.6337163	197.904502	0.8516400	2000-2009 –> 2010-2019	0.4176803	0.2173232	-371.5251406	300.520119	1	3
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	672	0.2064067	-199.6531212	195.010860	0.7808826	2000-2009 –> 2010-2019	0.4236928	0.2172861	-331.7766043	264.142186	6	7
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	672	0.2042871	-213.5262215	198.537667	0.8271082	2000-2009 –> 2010-2019	0.4246645	0.2203774	-326.4657582	285.328545	5	10
N_Pacific	(27.75,27.85]	4	cstar_tref ~ sal + aou + nitrate + silicate	672	0.2083058	-189.3439407	4.503354	0.7700378	2000-2009 –> 2010-2019	0.4260791	0.2177733	-320.4259448	8.440625	7	10
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	672	0.2095893	-179.0885020	257.041093	0.8109693	2000-2009 –> 2010-2019	0.4278820	0.2182927	-304.9352433	351.275934	9	13
N_Pacific	(27.75,27.85]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	672	0.2095921	-181.0701511	4.923918	0.8061234	2000-2009 –> 2010-2019	0.4301620	0.2205699	-294.8240117	8.990915	10	16
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	672	0.2035697	-218.2545369	576.028181	0.9056851	2000-2009 –> 2010-2019	0.4452160	0.2416463	-206.0765166	866.377508	2	9
N_Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	672	0.2038479	-216.4185867	290.767876	0.9058482	2000-2009 –> 2010-2019	0.4456703	0.2418223	-203.2517288	442.273348	3	11
N_Pacific	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	672	0.2040084	-217.3609915	2.527338	0.9092591	2000-2009 –> 2010-2019	0.4460432	0.2420348	-205.0012428	5.348810	4	13
N_Pacific	(27.75,27.85]	4	cstar_tref ~ sal + temp + nitrate + phosphate	672	0.2087954	-186.1889982	2.555565	0.8875078	2000-2009 –> 2010-2019	0.4650833	0.2562879	-96.1246853	5.271125	8	19
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	754	0.2015943	-261.2999973	779.257668	0.8032215	1982-1999 –> 2000-2009	0.5414058	0.3398115	46.0922973	1254.856966	3	4
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	754	0.2016146	-261.1481092	205.979951	0.8027295	1982-1999 –> 2000-2009	0.5417027	0.3400881	46.9470702	273.539769	4	8
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	754	0.2016949	-260.5476975	132.415624	0.8046419	1982-1999 –> 2000-2009	0.5417763	0.3400814	47.5305385	178.473187	5	8
N_Pacific	(27.85,27.95]	4	cstar_tref ~ sal + aou + silicate + phosphate	754	0.2168731	-153.1322619	518.317451	1.2325654	1982-1999 –> 2000-2009	0.5608062	0.3439330	162.6762817	992.474367	20	26
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	754	0.2022268	-256.5755241	388.844034	0.7165490	1982-1999 –> 2000-2009	0.5688115	0.3665847	116.3410944	505.031062	7	15
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	754	0.2023391	-255.7388751	250.181821	0.7176485	1982-1999 –> 2000-2009	0.5688707	0.3665316	117.0526935	329.385919	8	15
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	754	0.2022065	-256.7271940	69.016291	0.8018847	1982-1999 –> 2000-2009	0.5757528	0.3735463	132.4433048	112.927291	6	17
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	754	0.2081193	-213.2637380	85.704615	0.9803700	1982-1999 –> 2000-2009	0.5778598	0.3697405	167.0591061	139.776511	17	26
N_Pacific	(27.85,27.95]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	754	0.2097098	-203.7826210	15.014005	1.1193797	1982-1999 –> 2000-2009	0.5806816	0.3709718	177.4126012	29.241488	19	29
N_Pacific	(27.85,27.95]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	754	0.2055072	-234.3103366	12.464500	1.0199672	1982-1999 –> 2000-2009	0.5814626	0.3759554	158.4145185	24.170699	15	28
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	744	0.1743790	-473.4476351	85.245895	0.5189902	2000-2009 –> 2010-2019	0.3693868	0.1950078	-784.8397135	159.751441	2	3
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	744	0.1727721	-487.2225629	73.676092	0.5646754	2000-2009 –> 2010-2019	0.3710431	0.1982710	-773.5891565	141.772768	1	3
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	744	0.1746957	-470.7477028	388.441540	0.6751404	2000-2009 –> 2010-2019	0.3763102	0.2016146	-731.8958120	594.421492	3	6
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	744	0.1748031	-469.8329933	237.713938	0.6765655	2000-2009 –> 2010-2019	0.3764979	0.2016949	-730.3806907	370.129562	4	8
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	744	0.1760772	-459.0267529	667.071144	0.5681775	2000-2009 –> 2010-2019	0.3783040	0.2022268	-715.6022770	1055.915178	5	11
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	744	0.1763327	-456.8686177	80.596693	0.7673137	2000-2009 –> 2010-2019	0.3785392	0.2022065	-713.5958117	149.612983	8	13
N_Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	744	0.1762227	-457.7976273	408.699087	0.5688217	2000-2009 –> 2010-2019	0.3785617	0.2023391	-713.5365024	658.880908	6	13
N_Pacific	(27.85,27.95]	4	cstar_tref ~ sal + temp + silicate + phosphate	744	0.1763321	-458.8743223	33.664001	0.5513507	2000-2009 –> 2010-2019	0.3788435	0.2025114	-715.3292058	78.156824	7	15
N_Pacific	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate	744	0.1767612	-455.2574019	4.748177	0.6016021	2000-2009 –> 2010-2019	0.3802801	0.2035189	-704.2290254	11.793652	9	18
N_Pacific	(27.85,27.95]	4	cstar_tref ~ sal + temp + aou + phosphate	744	0.1768607	-454.4203896	431.975427	0.5941044	2000-2009 –> 2010-2019	0.3805676	0.2037069	-701.9991154	873.022964	11	22
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1241	0.1600157	-1012.4175723	34.449708	0.7940140	1982-1999 –> 2000-2009	0.3197846	0.1597688	-1572.0703136	66.243027	2	3
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1241	0.1599718	-1013.0998820	32.984999	0.7948868	1982-1999 –> 2000-2009	0.3206715	0.1606998	-1564.7232442	63.980373	1	3
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1241	0.1608362	-999.7241339	176.139539	0.8081722	1982-1999 –> 2000-2009	0.3216725	0.1608363	-1550.1740404	336.663313	4	7
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1241	0.1608314	-999.7978885	235.648771	0.8079195	1982-1999 –> 2000-2009	0.3216778	0.1608464	-1550.1606077	446.559920	3	7
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1241	0.1610097	-999.0475213	9.434422	0.8077088	1982-1999 –> 2000-2009	0.3218685	0.1608588	-1551.3041926	22.595059	6	11
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	1241	0.1608702	-1001.2001184	9.545454	0.8080011	1982-1999 –> 2000-2009	0.3223936	0.1615235	-1547.7578679	23.020287	5	11
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1241	0.1744602	-797.9121581	121.070436	0.8542654	1982-1999 –> 2000-2009	0.3440021	0.1695419	-1275.5128238	260.302257	7	14
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1241	0.1744746	-797.7073933	90.511691	0.8547372	1982-1999 –> 2000-2009	0.3440216	0.1695470	-1275.2664953	196.492309	8	16
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	1241	0.1774979	-757.0670575	7.791369	0.8756279	1982-1999 –> 2000-2009	0.3490664	0.1715685	-1220.2459965	16.223583	11	20
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	1241	0.1810422	-707.9952137	50.600380	0.8433736	1982-1999 –> 2000-2009	0.3528774	0.1718352	-1169.0270677	121.117738	13	23
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1211	0.1387879	-1332.3167838	28.211008	0.5681908	2000-2009 –> 2010-2019	0.2987597	0.1599718	-2345.4166658	61.196007	1	2
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1211	0.1396867	-1316.6828629	29.353929	0.5730509	2000-2009 –> 2010-2019	0.2997024	0.1600157	-2329.1004352	63.803638	2	4
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1211	0.1420330	-1276.3376954	209.691601	0.6821823	2000-2009 –> 2010-2019	0.3028692	0.1608362	-2276.0618293	385.831140	3	7
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1211	0.1420394	-1276.2298085	286.700049	0.6822621	2000-2009 –> 2010-2019	0.3028708	0.1608314	-2276.0276970	522.348820	4	7
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	1211	0.1433193	-1256.5028423	10.104493	0.5636187	2000-2009 –> 2010-2019	0.3041894	0.1608702	-2257.7029607	19.649946	6	11
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1211	0.1447817	-1231.9135330	9.954847	0.5685823	2000-2009 –> 2010-2019	0.3057915	0.1610097	-2230.9610542	19.389270	7	13
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1211	0.1432662	-1255.4004017	28.782264	1.0069743	2000-2009 –> 2010-2019	0.3186208	0.1753546	-2040.6207076	58.567779	5	14
N_Pacific	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	1211	0.1465575	-1202.3879413	4.290402	1.0079174	2000-2009 –> 2010-2019	0.3240397	0.1774822	-1959.6747577	8.909925	8	18
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1211	0.1652340	-909.8814381	148.156428	0.6599752	2000-2009 –> 2010-2019	0.3396942	0.1744602	-1707.7935962	269.226864	10	17
N_Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1211	0.1652327	-909.9008897	108.357900	0.6592371	2000-2009 –> 2010-2019	0.3397073	0.1744746	-1707.6082829	198.869591	9	17
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	535	0.1210508	-727.0891022	64.927131	0.5359606	1982-1999 –> 2000-2009	0.2342631	0.1132124	-1123.2468348	136.698970	1	3
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	535	0.1210724	-726.8975951	64.986201	0.5359031	1982-1999 –> 2000-2009	0.2342814	0.1132090	-1123.0715133	140.932185	2	3
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	535	0.1217355	-721.0536594	68.178136	0.5079745	1982-1999 –> 2000-2009	0.2355765	0.1138410	-1114.2214336	143.926774	3	6
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	535	0.1239534	-703.7350882	61.474797	0.4608596	1982-1999 –> 2000-2009	0.2377962	0.1138428	-1098.8941609	126.032418	4	8
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	535	0.1243313	-698.4779714	67.147472	0.4773464	1982-1999 –> 2000-2009	0.2404745	0.1161432	-1080.8339760	141.187063	5	10
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	535	0.1278233	-670.8396318	59.300275	0.4173342	1982-1999 –> 2000-2009	0.2440575	0.1162342	-1054.7729171	121.552967	6	12
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	535	0.1396401	-574.2307886	46.066234	0.5456310	1982-1999 –> 2000-2009	0.2823538	0.1427138	-845.3377313	105.205990	7	14
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	535	0.1396987	-573.7819468	56.709506	0.5463370	1982-1999 –> 2000-2009	0.2824724	0.1427737	-844.6621835	128.480532	8	16
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	535	0.1401560	-572.2845454	11.962295	0.5450583	1982-1999 –> 2000-2009	0.2830256	0.1428695	-844.8023348	25.079494	11	21
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	535	0.1411560	-564.6774100	11.860176	0.5451530	1982-1999 –> 2000-2009	0.2839476	0.1427916	-837.4898542	24.894995	13	22
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	702	0.0867618	-1426.0125072	396.226481	0.3491947	2000-2009 –> 2010-2019	0.2084973	0.1217355	-2147.0661665	464.404617	1	4
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	702	0.0893078	-1385.4066001	364.521725	0.3649690	2000-2009 –> 2010-2019	0.2136390	0.1243313	-2083.8845715	431.669197	2	7
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	702	0.0986311	-1245.9921694	391.638348	0.3930661	2000-2009 –> 2010-2019	0.2196819	0.1210508	-1973.0812716	456.565479	7	8
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	702	0.0986515	-1245.7017066	392.151201	0.3930871	2000-2009 –> 2010-2019	0.2197239	0.1210724	-1972.5993018	457.137402	8	10
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	702	0.0986690	-1247.4523876	385.113444	0.3950725	2000-2009 –> 2010-2019	0.2226224	0.1239534	-1951.1874758	446.588240	9	13
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	702	0.0996418	-1233.6782397	357.856611	0.4106234	2000-2009 –> 2010-2019	0.2274651	0.1278233	-1904.5178714	417.156886	10	16
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	702	0.0937087	-1317.8701659	41.865662	0.3778142	2000-2009 –> 2010-2019	0.2333488	0.1396401	-1892.1009545	87.931896	3	10
N_Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	702	0.0937250	-1317.6266129	53.603044	0.3781453	2000-2009 –> 2010-2019	0.2334237	0.1396987	-1891.4085596	110.312550	4	12
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	702	0.0937807	-1318.7916574	23.068383	0.3772752	2000-2009 –> 2010-2019	0.2339368	0.1401560	-1891.0762027	35.030679	5	16
N_Pacific	(28.05,28.1]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	702	0.0944713	-1308.4904008	22.959633	0.3841874	2000-2009 –> 2010-2019	0.2356274	0.1411560	-1873.1678108	34.819810	6	19
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1386	0.1940118	-598.3280245	383.712805	0.9898708	1982-1999 –> 2000-2009	0.3895125	0.1955007	-850.8940602	1302.777835	1	2
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1386	0.2819286	437.6645430	31.502439	1.5379271	1982-1999 –> 2000-2009	0.5721497	0.2902211	678.9475593	74.656878	2	5
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1386	0.2821171	439.5175936	35.279664	1.5402008	1982-1999 –> 2000-2009	0.5725181	0.2904010	681.5748936	84.456713	3	7
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1386	0.2847596	465.3612062	615.143347	1.5524369	1982-1999 –> 2000-2009	0.5773910	0.2926314	716.9825267	1427.002653	5	10
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	1386	0.2842191	458.0941012	12.417977	1.6314987	1982-1999 –> 2000-2009	0.5781458	0.2939267	713.2362975	32.788129	4	10
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1386	0.2980047	589.3869111	383.500952	1.2778864	1982-1999 –> 2000-2009	0.5811222	0.2831175	797.6935313	1294.134453	7	9
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	1386	0.2861401	476.7665967	12.937994	1.6744182	1982-1999 –> 2000-2009	0.5822472	0.2961072	741.1474862	32.601966	6	13
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1386	0.3119317	717.9975389	35.388504	2.1618568	1982-1999 –> 2000-2009	0.6252577	0.3133260	1055.0319695	88.923924	8	16
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	1386	0.3119633	716.2785701	19.069485	2.1650675	1982-1999 –> 2000-2009	0.6258960	0.3139327	1053.7308717	49.376280	9	18
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	1386	0.3318930	887.9403153	17.515434	2.3166075	1982-1999 –> 2000-2009	0.6632023	0.3313093	1292.7348212	41.192293	10	20
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1746	0.1700005	-1218.7301182	792.913141	0.8624575	2000-2009 –> 2010-2019	0.3640123	0.1940118	-1817.0581427	1176.625946	1	2
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1746	0.2110018	-464.2298249	24.160840	1.5407985	2000-2009 –> 2010-2019	0.4929304	0.2819286	-26.5652819	55.663280	2	4
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1746	0.2110920	-462.7371222	27.274036	1.5425479	2000-2009 –> 2010-2019	0.4932091	0.2821171	-23.2195286	62.553700	3	6
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	1746	0.2114422	-458.9486008	9.328640	1.5739126	2000-2009 –> 2010-2019	0.4956613	0.2842191	-0.8544995	21.746617	4	8
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1746	0.2127130	-436.0235027	474.264927	1.5589346	2000-2009 –> 2010-2019	0.4974727	0.2847596	29.3377035	1089.408275	6	11
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	1746	0.2121740	-446.8845363	9.150152	1.5991557	2000-2009 –> 2010-2019	0.4983140	0.2861401	29.8820604	22.088145	5	11
N_Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1746	0.2209763	-302.9392025	27.254364	1.7941565	2000-2009 –> 2010-2019	0.5329079	0.3119317	415.0583365	62.642868	7	15
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	1746	0.2210316	-304.0640132	11.992048	1.8007673	2000-2009 –> 2010-2019	0.5329949	0.3119633	412.2145570	31.061533	8	17
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1746	0.2502268	129.1595790	720.249954	1.3373426	2000-2009 –> 2010-2019	0.5482315	0.2980047	718.5464901	1103.750906	10	17
N_Pacific	(28.1,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate_star	1746	0.2380263	-45.3923804	11.411474	2.0528545	2000-2009 –> 2010-2019	0.5699193	0.3318930	842.5479349	28.926908	9	19
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	389	0.1098691	-600.2517998	446.858044	0.4806621	1982-1999 –> 2000-2009	0.2038027	0.0939336	-794.4220740	973.167096	1	3
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	389	0.1115884	-588.1719049	195.029864	0.5214623	1982-1999 –> 2000-2009	0.2051495	0.0935611	-783.2162686	482.035410	3	4
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	389	0.1116238	-589.9250878	176.762801	0.5258480	1982-1999 –> 2000-2009	0.2055668	0.0939430	-786.0733932	439.117101	4	7
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	389	0.1105520	-597.4315442	311.861414	0.5100564	1982-1999 –> 2000-2009	0.2076205	0.0970685	-786.3794858	648.466851	2	7
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	389	0.1120399	-587.0304085	96.164914	0.5440708	1982-1999 –> 2000-2009	0.2084299	0.0963900	-777.5215891	224.025335	5	9
N_Pacific	(28.2,28.3]	3	cstar_tref ~ sal + nitrate + phosphate_star	389	0.1120566	-588.9139059	84.491014	0.5467241	1982-1999 –> 2000-2009	0.2091344	0.0970778	-779.8408061	200.980470	6	12
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	389	0.1475014	-371.0939770	197.129993	0.7452181	1982-1999 –> 2000-2009	0.2652313	0.1177300	-515.5870503	528.536939	11	18
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	389	0.1474838	-371.1867395	198.712100	0.7457689	1982-1999 –> 2000-2009	0.2652518	0.1177680	-515.6087884	497.836367	9	17
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	389	0.1474695	-371.2622462	678.654915	0.7462072	1982-1999 –> 2000-2009	0.2652716	0.1178022	-515.6204153	1523.427385	8	17
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	389	0.1474693	-371.2632391	279.220626	0.7462267	1982-1999 –> 2000-2009	0.2652736	0.1178043	-515.6174837	725.524747	7	17
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	826	0.1401797	-887.8130269	250.411024	1.7310041	2000-2009 –> 2010-2019	0.2500488	0.1098691	-1488.0648267	697.269068	1	2
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	826	0.1401894	-889.6989012	207.746132	1.7249696	2000-2009 –> 2010-2019	0.2507413	0.1105520	-1487.1304455	519.607546	2	4
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	826	0.1414125	-873.3482157	80.453759	1.7747177	2000-2009 –> 2010-2019	0.2530009	0.1115884	-1461.5201207	275.483624	3	6
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	826	0.1415585	-873.6427886	71.973342	1.7776314	2000-2009 –> 2010-2019	0.2531823	0.1116238	-1463.5678764	248.736143	5	9
N_Pacific	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	826	0.1414162	-875.3050887	52.731166	1.7787785	2000-2009 –> 2010-2019	0.2534560	0.1120399	-1462.3354972	148.896080	4	9
N_Pacific	(28.2,28.3]	3	cstar_tref ~ sal + nitrate + phosphate_star	826	0.1415597	-875.6298102	46.278624	1.7798488	2000-2009 –> 2010-2019	0.2536163	0.1120566	-1464.5437161	130.769638	6	12
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	826	0.1817735	-458.5638200	350.321173	2.2394758	2000-2009 –> 2010-2019	0.3292429	0.1474695	-829.8260662	1028.976088	9	17
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	826	0.1817746	-458.5534914	108.888405	2.2395843	2000-2009 –> 2010-2019	0.3292439	0.1474693	-829.8167305	388.109031	10	17
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	826	0.1817610	-458.6766052	74.142505	2.2385027	2000-2009 –> 2010-2019	0.3292448	0.1474838	-829.8633447	272.854605	8	17
N_Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	826	0.1817452	-458.8209106	141.717692	2.2371076	2000-2009 –> 2010-2019	0.3292465	0.1475014	-829.9148877	338.847685	7	18
Pacific	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	4033	8.8515239	29047.7941939	108.693375	34.3628576	1982-1999 –> 2000-2009	18.5847993	9.7332754	47733.7416342	302.216683	1	2
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	4033	8.8792625	29073.0316326	56.121892	28.8306006	1982-1999 –> 2000-2009	18.6991614	9.8198989	47803.7592835	82.726698	2	4
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	4033	8.9032119	29094.7581985	70.836681	29.9120349	1982-1999 –> 2000-2009	18.7421508	9.8389389	47835.2756873	108.786302	4	7
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	4033	8.8978742	29089.9210163	75.857676	29.8189933	1982-1999 –> 2000-2009	18.7480577	9.8501834	47836.2112242	105.963044	3	7
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	4033	8.9225905	29112.2954504	85.936910	30.1752526	1982-1999 –> 2000-2009	18.8195782	9.8969877	47882.5434253	144.637502	6	11
Pacific	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + nitrate	4033	8.9149306	29103.3679786	33.120501	29.9832467	1982-1999 –> 2000-2009	18.8323963	9.9174656	47882.0624255	59.398494	5	11
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	4033	8.9358679	29124.2892511	72.794323	36.1416120	1982-1999 –> 2000-2009	19.2887194	10.3528515	48122.1266932	111.739389	7	14
Pacific	(-Inf,26]	4	cstar_tref ~ sal + temp + nitrate + phosphate	4033	9.0275022	29204.5821371	65.197807	36.3060441	1982-1999 –> 2000-2009	19.4505539	10.4230517	48234.5738568	89.031235	9	17
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	4033	9.0393298	29217.1430929	25.465183	29.0108364	1982-1999 –> 2000-2009	19.5099354	10.4706056	48272.1406401	44.984263	12	21
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	4033	9.0351730	29213.4330514	45.811793	36.9165910	1982-1999 –> 2000-2009	19.5464633	10.5112903	48288.0304083	99.872638	10	21
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	4984	8.7279193	35753.9204158	48.411452	36.3066060	2000-2009 –> 2010-2019	17.6071817	8.8792625	64826.9520484	104.533344	1	3
Pacific	(-Inf,26]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	4984	8.8004890	35836.4584011	158.351399	47.2261175	2000-2009 –> 2010-2019	17.6520129	8.8515239	64884.2525950	267.044774	2	3
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	4984	8.8156444	35853.6095357	53.953061	37.5320355	2000-2009 –> 2010-2019	17.7515122	8.9358679	64977.8987868	126.747384	3	10
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	4984	9.0048320	36065.2642120	58.434945	46.2418027	2000-2009 –> 2010-2019	17.9027063	8.8978742	65155.1852283	134.292621	5	8
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	4984	9.0037233	36064.0367772	90.062280	43.2739820	2000-2009 –> 2010-2019	17.9069352	8.9032119	65158.7949758	160.898960	4	8
Pacific	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + nitrate	4984	9.0049698	36063.4167127	42.955638	45.4954609	2000-2009 –> 2010-2019	17.9199004	8.9149306	65166.7846913	76.076139	6	11
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	4984	9.0652446	36131.9151901	88.446021	42.3038400	2000-2009 –> 2010-2019	17.9878350	8.9225905	65244.2106404	174.382930	8	14
Pacific	(-Inf,26]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	4984	9.0509699	36116.2066451	156.796852	58.6930647	2000-2009 –> 2010-2019	18.0631213	9.0121514	65309.0612731	266.050864	7	15
Pacific	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	4984	9.2074444	36287.0621676	94.594656	50.9414893	2000-2009 –> 2010-2019	18.2426174	9.0351730	65500.4952190	140.406450	9	19
Pacific	(-Inf,26]	4	cstar_tref ~ sal + temp + nitrate + phosphate	4984	9.2163202	36294.6664929	53.539419	40.6504313	2000-2009 –> 2010-2019	18.2438223	9.0275022	65499.2486300	118.737226	12	21
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1831	5.8775628	11696.0755774	14.859248	35.9401696	1982-1999 –> 2000-2009	10.8934444	5.0158817	21229.1354933	35.169044	1	2
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1831	5.9745209	11755.9922214	397.087073	36.6954325	1982-1999 –> 2000-2009	11.0124016	5.0378807	21302.7936738	665.948255	2	4
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1831	5.9750787	11756.3341273	114.415622	36.6010142	1982-1999 –> 2000-2009	11.0138134	5.0387346	21303.6677720	179.604577	3	6
Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	1831	5.9750885	11754.3400944	12.851492	36.5879589	1982-1999 –> 2000-2009	11.0148129	5.0397245	21300.2905282	26.117596	4	8
Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1831	6.0077616	11776.3102144	255.975911	36.1787731	1982-1999 –> 2000-2009	11.0724596	5.0646979	21339.7819416	382.143310	5	10
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1831	6.1540904	11864.4352464	21.689801	32.1352495	1982-1999 –> 2000-2009	11.7517686	5.5976782	21742.0872051	51.299577	6	13
Pacific	(26,26.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	1831	6.2333621	11909.3047452	18.414586	32.7617251	1982-1999 –> 2000-2009	11.8331709	5.5998088	21786.1516295	38.012603	7	15
Pacific	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1831	6.4750137	12050.5884743	46.178621	29.2265404	1982-1999 –> 2000-2009	11.9263126	5.4512989	21845.0367471	86.101517	8	14
Pacific	(26,26.5]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1831	6.4800258	12051.4220178	37.192638	28.7529138	1982-1999 –> 2000-2009	12.3042284	5.8242026	22051.6383853	68.360750	9	20
Pacific	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1831	6.8272632	12244.5762002	264.965517	26.4489778	1982-1999 –> 2000-2009	12.4468008	5.6195376	22134.4662660	500.981156	12	21
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1737	5.6505043	10959.4739039	14.144356	29.5540272	2000-2009 –> 2010-2019	11.5280671	5.8775628	22655.5494814	29.003604	1	2
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1737	5.7261790	11005.6908430	202.207906	29.5242996	2000-2009 –> 2010-2019	11.7006999	5.9745209	22761.6830644	599.294978	2	4
Pacific	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1737	5.7276361	11006.5747499	53.243394	29.5281728	2000-2009 –> 2010-2019	11.7027149	5.9750787	22762.9088772	167.659017	3	6
Pacific	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	1737	5.7287907	11005.2749562	11.986314	29.5440938	2000-2009 –> 2010-2019	11.7038792	5.9750885	22759.6150505	24.837806	4	8
Pacific	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1737	5.7666078	11030.1322857	132.299857	29.3341922	2000-2009 –> 2010-2019	11.7743694	6.0077616	22806.4425002	388.275767	5	10
Pacific	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1737	6.1521751	11254.9754638	17.392888	27.1192966	2000-2009 –> 2010-2019	12.3062655	6.1540904	23119.4107102	39.082689	6	12
Pacific	(26,26.5]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	1737	6.2217747	11292.0562081	14.462489	27.1425682	2000-2009 –> 2010-2019	12.4551368	6.2333621	23201.3609533	32.877076	7	14
Pacific	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1737	6.6915785	11546.9446282	26.525485	23.5772513	2000-2009 –> 2010-2019	13.1665922	6.4750137	23597.5331026	72.704107	8	16
Pacific	(26,26.5]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1737	6.7686501	11584.7284807	22.294722	26.0753984	2000-2009 –> 2010-2019	13.2486759	6.4800258	23636.1504986	59.487359	9	18
Pacific	(26,26.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1737	6.9529414	11680.0509470	48.398462	27.1185591	2000-2009 –> 2010-2019	13.6000794	6.6471380	23826.7144114	121.608418	10	20
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1386	5.0486598	8435.5060607	46.261988	18.9609568	1982-1999 –> 2000-2009	9.4489847	4.4003249	15585.0236661	92.468952	2	7
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1386	5.0567513	8439.9452355	23.022967	19.0138004	1982-1999 –> 2000-2009	9.4517627	4.3950114	15586.4905114	41.635147	3	6
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1386	5.0640748	8443.9568883	79.821976	18.6111225	1982-1999 –> 2000-2009	9.4589846	4.3949098	15590.4452994	161.140126	8	10
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1386	5.0648609	8444.3871781	251.221243	18.5355893	1982-1999 –> 2000-2009	9.4596945	4.3948335	15590.8329051	454.962580	9	10
Pacific	(26.5,26.75]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	1386	5.0649949	8442.4604933	17.868661	18.5434471	1982-1999 –> 2000-2009	9.4602277	4.3952328	15587.1297007	36.450422	10	14
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1386	5.0592315	8441.3044738	144.695288	19.6913656	1982-1999 –> 2000-2009	9.4660943	4.4068628	15594.4743630	214.544950	4	10
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1386	5.0619231	8442.7788569	495.803180	19.7263616	1982-1999 –> 2000-2009	9.4708319	4.4089088	15597.0906038	740.725201	6	14
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1386	5.0640472	8443.9417981	329.064837	19.6274469	1982-1999 –> 2000-2009	9.4725685	4.4085212	15598.0373024	470.657777	7	14
Pacific	(26.5,26.75]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	1386	5.0677524	8443.9692326	15.549304	19.2716750	1982-1999 –> 2000-2009	9.4787446	4.4109921	15597.4431418	31.259746	13	22
Pacific	(26.5,26.75]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	1386	5.0677363	8443.9604158	45.803665	19.0279024	1982-1999 –> 2000-2009	9.5043917	4.4366554	15611.7051944	92.084848	12	22
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1697	4.5886560	10000.9322473	30.250383	18.7834568	2000-2009 –> 2010-2019	9.6373158	5.0486598	18436.4383081	76.512371	2	4
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1697	4.5880539	10000.4868993	88.207873	18.7712104	2000-2009 –> 2010-2019	9.6472855	5.0592315	18441.7913731	232.903161	1	5
Pacific	(26.5,26.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1697	4.5898858	9999.8417736	21.799792	18.9243766	2000-2009 –> 2010-2019	9.6491237	5.0592379	18439.1497391	54.996229	3	8
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1697	4.5935513	10004.5510869	210.426663	18.7238071	2000-2009 –> 2010-2019	9.6575985	5.0640472	18448.4928850	539.491500	5	12
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1697	4.5935480	10004.5486836	54.943928	18.7081277	2000-2009 –> 2010-2019	9.6576228	5.0640748	18448.5055718	134.765904	4	12
Pacific	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1697	4.5985523	10008.2441703	336.802886	18.7008615	2000-2009 –> 2010-2019	9.6604755	5.0619231	18451.0230272	832.606066	7	13
Pacific	(26.5,26.75]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	1697	4.5935544	10002.5534249	31.233324	18.7178350	2000-2009 –> 2010-2019	9.6612907	5.0677363	18446.5138407	77.036989	6	18
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1697	4.6060926	10013.8047965	20.998839	18.6325788	2000-2009 –> 2010-2019	9.6628440	5.0567513	18453.7500320	44.021806	9	12
Pacific	(26.5,26.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1697	4.6033058	10011.7506814	170.569852	18.5351386	2000-2009 –> 2010-2019	9.6681667	5.0648609	18456.1378595	421.791096	8	17
Pacific	(26.5,26.75]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	1697	4.6067187	10012.2660612	141.924171	18.2256635	2000-2009 –> 2010-2019	9.6732721	5.0665534	18455.5793683	357.004575	10	21
Pacific	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1889	4.0046736	10616.5815517	94.326023	13.6322522	1982-1999 –> 2000-2009	7.6482134	3.6435398	18543.8888648	174.256832	2	3
Pacific	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1889	4.0089668	10620.6295493	47.438096	13.2695617	1982-1999 –> 2000-2009	7.6617713	3.6528045	18555.3472734	95.313064	3	5
Pacific	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1889	4.0038688	10615.8222360	23.381425	13.7352328	1982-1999 –> 2000-2009	7.6718988	3.6680300	18562.6773570	47.939595	1	4
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1889	4.0324761	10642.7196705	23.213787	13.1992340	1982-1999 –> 2000-2009	7.7169693	3.6844932	18602.6423546	41.180458	10	14
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1889	4.0224290	10633.2948527	53.020381	14.2606712	1982-1999 –> 2000-2009	7.7370978	3.7146689	18617.0183710	86.922967	5	11
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1889	4.0236649	10634.4555278	165.204597	14.2802880	1982-1999 –> 2000-2009	7.7395250	3.7158600	18619.1146007	261.119655	7	15
Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1889	4.0256869	10636.3535827	138.592894	14.1896566	1982-1999 –> 2000-2009	7.7406884	3.7150015	18620.3384222	214.592446	8	15
Pacific	(26.75,27]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	1889	4.0609071	10667.2630341	15.672009	13.8212316	1982-1999 –> 2000-2009	7.7469663	3.6860592	18626.4256923	30.442846	16	21
Pacific	(26.75,27]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	1889	4.0429561	10650.5255681	13.917980	13.0319763	1982-1999 –> 2000-2009	7.8700543	3.8270983	18719.2561032	27.021995	12	25
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1889	4.0143072	10625.6588878	22.740680	14.4941227	1982-1999 –> 2000-2009	8.0313486	4.0170414	18837.7337594	40.306677	4	26
Pacific	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2558	3.9697700	14326.7604295	82.829142	15.3906059	2000-2009 –> 2010-2019	7.9744436	4.0046736	24943.3419811	177.155165	4	6
Pacific	(26.75,27]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2558	3.9687519	14325.4482806	35.200203	15.4306445	2000-2009 –> 2010-2019	7.9777187	4.0089668	24946.0778299	82.638299	3	6
Pacific	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2558	3.9794934	14339.2761092	19.186716	15.6655187	2000-2009 –> 2010-2019	7.9833623	4.0038688	24955.0983452	42.568141	12	13
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2558	3.9681229	14324.6373029	39.740739	14.6099839	2000-2009 –> 2010-2019	7.9905518	4.0224290	24957.9321556	92.761120	2	7
Pacific	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2558	3.9596234	14313.6674427	21.072839	15.5463235	2000-2009 –> 2010-2019	7.9920995	4.0324761	24956.3871133	44.286626	1	11
Pacific	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2558	3.9706546	14327.9004037	132.621259	14.5493565	2000-2009 –> 2010-2019	7.9943195	4.0236649	24962.3559316	297.825856	7	14
Pacific	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2558	3.9699881	14327.0415361	96.411217	14.5452394	2000-2009 –> 2010-2019	7.9956750	4.0256869	24963.3951188	235.004112	5	13
Pacific	(26.75,27]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	2558	3.9731419	14329.1040869	21.979204	14.8438274	2000-2009 –> 2010-2019	8.0026752	4.0295334	24967.0657451	50.142707	10	19
Pacific	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	2558	3.9730393	14328.9719847	73.433180	14.8547273	2000-2009 –> 2010-2019	8.0143927	4.0413534	24977.9996126	152.564872	9	20
Pacific	(26.75,27]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	2558	3.9726364	14328.4531613	14.165928	14.6895322	2000-2009 –> 2010-2019	8.0155924	4.0429561	24978.9787293	28.083908	8	20
Pacific	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	3158	2.7987417	15476.2529445	21.251228	13.8578369	1982-1999 –> 2000-2009	5.3259777	2.5272361	25850.4749930	47.270029	1	2
Pacific	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	3158	2.8055144	15491.5186194	30.050742	13.8619745	1982-1999 –> 2000-2009	5.3575395	2.5520251	25908.8450491	64.190721	2	4
Pacific	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	3158	2.8399329	15568.5328333	17.378973	13.9642060	1982-1999 –> 2000-2009	5.4283415	2.5884086	26048.3724500	32.377802	5	8
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	3158	3.0648649	16049.9578273	19.283236	16.2300250	1982-1999 –> 2000-2009	5.6851078	2.6202429	26583.7775668	35.568422	13	17
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	3158	3.0657942	16051.8725264	34.720064	16.2247152	1982-1999 –> 2000-2009	5.6865692	2.6207750	26586.5890109	74.622963	14	19
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	3158	3.0689693	16058.4103695	19.350975	16.2297226	1982-1999 –> 2000-2009	5.6909899	2.6220206	26595.2251095	38.869912	15	21
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	3158	2.8248222	15534.8371304	22.175696	13.6568475	1982-1999 –> 2000-2009	5.6944584	2.8696362	26470.1517400	39.220691	3	21
Pacific	(27,27.25]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	3158	2.8274212	15538.6454036	15.665497	13.7264100	1982-1999 –> 2000-2009	5.7058651	2.8784440	26485.4933498	30.283188	4	23
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	3158	2.8696508	15634.2820729	24.893621	12.3171482	1982-1999 –> 2000-2009	5.7708129	2.9011621	26617.8465125	51.349025	8	29
Pacific	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	3158	2.8692526	15633.4054661	49.097494	12.3432751	1982-1999 –> 2000-2009	5.7768581	2.9076056	26626.7669493	93.256106	7	30
Pacific	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	4148	2.7963188	20316.3228437	20.914603	12.3819698	2000-2009 –> 2010-2019	5.5950605	2.7987417	35792.5757882	42.165831	3	4
Pacific	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	4148	2.7931785	20307.0010900	25.569589	12.4703338	2000-2009 –> 2010-2019	5.5986929	2.8055144	35798.5197094	55.620332	1	3
Pacific	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	4148	2.7949346	20312.2149883	15.334437	12.6492119	2000-2009 –> 2010-2019	5.6348674	2.8399329	35880.7478216	32.713410	2	7
Pacific	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	4148	2.8358958	20432.9150077	18.334459	14.1174923	2000-2009 –> 2010-2019	5.6607181	2.8248222	35967.7521381	40.510155	4	7
Pacific	(27,27.25]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	4148	2.8652857	20516.4484298	13.477880	13.8407516	2000-2009 –> 2010-2019	5.6927069	2.8274212	36055.0938334	29.143376	5	9
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	4148	2.8659866	20520.4773262	22.443205	14.6593669	2000-2009 –> 2010-2019	5.7347300	2.8687434	36152.7619120	44.029381	6	12
Pacific	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	4148	2.8679285	20526.0965909	45.262084	14.6064605	2000-2009 –> 2010-2019	5.7371810	2.8692526	36159.5020569	94.359578	7	14
Pacific	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	4148	2.8689438	20529.0330576	22.930992	14.5929388	2000-2009 –> 2010-2019	5.7385946	2.8696508	36163.3151305	47.824614	8	16
Pacific	(27,27.25]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	4148	2.9034057	20626.0914102	14.546351	15.8838942	2000-2009 –> 2010-2019	5.8242852	2.9208795	36370.1313382	28.425559	11	20
Pacific	(27,27.25]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	4148	2.8765449	20548.9838448	20.712892	15.1314773	2000-2009 –> 2010-2019	5.8751962	2.9986513	36458.9946861	41.551954	9	20
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	4050	1.6588202	15606.8656618	16.163918	9.0062413	1982-1999 –> 2000-2009	3.1338856	1.4750654	27247.6118371	33.731155	1	2
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	4050	1.6628734	15626.6335691	30.003111	9.0070306	1982-1999 –> 2000-2009	3.1381754	1.4753020	27268.4111161	78.097430	2	5
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	4050	1.6653536	15638.7057704	17.115157	9.0116656	1982-1999 –> 2000-2009	3.1408058	1.4754522	27281.1382679	35.888641	3	7
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	4050	1.7262559	15929.6361714	19.735101	9.3880329	1982-1999 –> 2000-2009	3.2014437	1.4751878	27570.9159713	40.510197	4	6
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	4050	1.7429361	16007.5282607	38.455649	9.3985951	1982-1999 –> 2000-2009	3.2237836	1.4808474	27673.4374873	99.448524	5	11
Pacific	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate	4050	1.7592914	16081.1823106	16.705898	9.9524746	1982-1999 –> 2000-2009	3.2347466	1.4754552	27721.6276296	35.478563	6	11
Pacific	(27.25,27.5]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	4050	1.8001190	16267.0097988	28.584423	10.1653447	1982-1999 –> 2000-2009	3.2814595	1.4813405	27933.0601981	76.630185	7	14
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	4050	1.8036300	16284.7927338	18.690841	9.5268283	1982-1999 –> 2000-2009	3.3307197	1.5270897	28148.4809845	39.034802	8	16
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	4050	1.8091221	16309.4199997	12.667480	9.9560854	1982-1999 –> 2000-2009	3.4258288	1.6167067	28539.9086741	21.758429	9	21
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	4050	1.8111883	16318.6655811	55.189465	9.9570293	1982-1999 –> 2000-2009	3.4275983	1.6164100	28547.9738986	121.306795	10	21
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	5033	1.9289692	20910.2541817	21.094213	8.9637757	2000-2009 –> 2010-2019	3.5877894	1.6588202	36517.1198435	37.258132	1	2
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	5033	1.9330711	20931.6364274	32.354174	8.9710920	2000-2009 –> 2010-2019	3.5959446	1.6628734	36558.2699965	62.357285	2	4
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	5033	1.9362418	20948.1332911	21.088115	8.9859940	2000-2009 –> 2010-2019	3.6015954	1.6653536	36586.8390615	38.203272	3	6
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	5033	1.9850925	21198.9443871	21.602899	9.4028359	2000-2009 –> 2010-2019	3.7113484	1.7262559	37128.5805584	41.338000	4	8
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	5033	1.9971769	21260.0362567	42.475350	9.4435083	2000-2009 –> 2010-2019	3.7401131	1.7429361	37267.5645174	80.930999	5	10
Pacific	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + phosphate	5033	2.0566224	21553.2755940	20.116005	10.2213430	2000-2009 –> 2010-2019	3.8159138	1.7592914	37634.4579047	36.821903	7	13
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	5033	2.0398541	21472.8679820	20.410234	9.5724271	2000-2009 –> 2010-2019	3.8434841	1.8036300	37757.6607158	39.101074	6	14
Pacific	(27.25,27.5]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	5033	2.0569456	21556.8576006	21.680805	9.2123156	2000-2009 –> 2010-2019	3.8770226	1.8200770	37915.1779287	41.154080	8	20
Pacific	(27.25,27.5]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	5033	2.0598588	21569.1037058	18.896586	9.3134181	2000-2009 –> 2010-2019	3.8827864	1.8229276	37938.1004835	35.599934	9	22
Pacific	(27.25,27.5]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	5033	2.1008801	21767.5941097	30.931826	10.4867814	2000-2009 –> 2010-2019	3.9009991	1.8001190	38034.6039085	59.516249	10	17
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	3843	0.9924139	10861.4327764	39.658373	4.8198637	1982-1999 –> 2000-2009	1.8661078	0.8736938	17120.3869769	85.832364	2	7
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	3843	1.0206249	11076.8715982	15.574037	5.3721053	1982-1999 –> 2000-2009	1.8666385	0.8460136	17179.2313768	31.733892	6	7
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	3843	1.0090915	10989.5227602	16.197954	4.1506480	1982-1999 –> 2000-2009	1.8766105	0.8675191	17213.9787911	27.509948	3	5
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	3843	1.0104140	10999.5900362	67.756763	4.1891443	1982-1999 –> 2000-2009	1.8791922	0.8687781	17231.1002682	132.724421	4	7
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	3843	1.0111661	11005.3085292	16.188193	4.2139066	1982-1999 –> 2000-2009	1.8803545	0.8691884	17239.1152736	30.252605	5	9
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	3843	0.9896832	10840.2544017	34.958678	4.6665642	1982-1999 –> 2000-2009	1.8831034	0.8934203	17207.8074329	63.655020	1	10
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	3843	1.0360449	11192.1263732	15.210910	5.1744832	1982-1999 –> 2000-2009	1.9237742	0.8877294	17528.5975907	29.915659	8	16
Pacific	(27.5,27.75]	4	cstar_tref ~ sal + aou + silicate + phosphate	3843	1.0318587	11159.0081069	13.759435	4.9216936	1982-1999 –> 2000-2009	1.9269395	0.8950808	17533.5929006	27.270016	7	17
Pacific	(27.5,27.75]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	3843	1.0517345	11305.6488377	39.653711	5.2212460	1982-1999 –> 2000-2009	1.9295274	0.8777929	17585.3700295	85.673773	10	16
Pacific	(27.5,27.75]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	3843	1.1300794	11857.8660325	7.902998	5.9023090	1982-1999 –> 2000-2009	2.0082399	0.8781606	18139.6238050	15.971827	11	18
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	5175	0.9384578	14042.6091651	38.844378	5.1818321	2000-2009 –> 2010-2019	1.9281410	0.9896832	24882.8635669	73.803056	1	2
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	5175	0.9394237	14053.2561052	32.668531	5.2396025	2000-2009 –> 2010-2019	1.9318376	0.9924139	24914.6888816	72.326903	2	4
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	5175	0.9625162	14304.5986739	18.559754	5.6215369	2000-2009 –> 2010-2019	1.9831411	1.0206249	25381.4702720	34.133791	5	11
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	5175	0.9512132	14182.3376105	15.150366	5.3739404	2000-2009 –> 2010-2019	1.9872581	1.0360449	25374.4639837	30.361276	3	11
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	5175	0.9861214	14555.3645218	12.641209	4.8333948	2000-2009 –> 2010-2019	1.9952129	1.0090915	25544.8872820	28.839163	6	9
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	5175	0.9881913	14577.0667653	63.936675	4.8583156	2000-2009 –> 2010-2019	1.9986054	1.0104140	25576.6568014	131.693439	7	11
Pacific	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	5175	0.9894383	14590.1186097	12.754066	4.8803855	2000-2009 –> 2010-2019	2.0006044	1.0111661	25595.4271389	28.942259	8	13
Pacific	(27.5,27.75]	4	cstar_tref ~ sal + nitrate + silicate + phosphate	5175	0.9545770	14216.8740718	13.467111	5.2313174	2000-2009 –> 2010-2019	2.0023528	1.0477758	25493.5384464	26.217891	4	13
Pacific	(27.5,27.75]	4	cstar_tref ~ sal + aou + silicate + phosphate	5175	1.0301924	15005.8801344	10.736430	5.6828422	2000-2009 –> 2010-2019	2.0620511	1.0318587	26164.8882413	24.495865	9	16
Pacific	(27.5,27.75]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	5175	1.0528056	15230.6098494	31.076617	5.9342208	2000-2009 –> 2010-2019	2.1045401	1.0517345	26536.2586871	70.730328	13	23
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1617	0.7330746	3598.6648005	20.833558	4.6945684	1982-1999 –> 2000-2009	1.2984597	0.5653851	5433.9544556	38.443041	1	2
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1617	0.7334182	3600.1803256	67.034168	4.7045046	1982-1999 –> 2000-2009	1.2992086	0.5657904	5437.0077313	124.612532	2	4
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1617	0.7334949	3600.5187302	37.516384	4.7071917	1982-1999 –> 2000-2009	1.2993422	0.5658473	5437.5616807	78.390934	3	6
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1617	0.7423424	3639.2942727	19.427453	4.7795931	1982-1999 –> 2000-2009	1.3147314	0.5723889	5501.0044551	34.287108	4	8
Pacific	(27.75,27.85]	4	cstar_tref ~ sal + temp + silicate + phosphate	1617	0.7641511	3730.9345446	16.060123	5.0601616	1982-1999 –> 2000-2009	1.3487225	0.5845714	5635.8399838	27.057568	7	12
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1617	0.7443482	3648.0204531	25.017382	4.4185513	1982-1999 –> 2000-2009	1.3571207	0.6127725	5656.0343027	45.426530	5	11
Pacific	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	1617	0.7455288	3651.1459122	17.247023	4.3662816	1982-1999 –> 2000-2009	1.3597659	0.6142371	5662.2827813	33.578203	6	13
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1617	0.8004361	3882.9635521	21.703440	5.1996512	1982-1999 –> 2000-2009	1.4434031	0.6429670	5994.1991997	39.773902	12	20
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1617	0.8012886	3886.4059832	100.388932	5.2125555	1982-1999 –> 2000-2009	1.4453586	0.6440700	6001.3200415	187.857155	13	22
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1617	0.8014131	3886.9082262	46.847437	5.2148561	1982-1999 –> 2000-2009	1.4456102	0.6441971	6002.2458066	85.171418	14	24
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2284	0.7049608	4898.6789620	16.795541	5.6982131	2000-2009 –> 2010-2019	1.4380354	0.7330746	8497.3437625	37.629098	1	2
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2284	0.7055866	4902.7320178	60.418465	5.7095555	2000-2009 –> 2010-2019	1.4390048	0.7334182	8502.9123434	127.452632	2	4
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2284	0.7057489	4903.7822991	32.229576	5.7140936	2000-2009 –> 2010-2019	1.4392438	0.7334949	8504.3010293	69.745960	3	6
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2284	0.7138275	4955.7748665	16.275790	5.7842091	2000-2009 –> 2010-2019	1.4561700	0.7423424	8595.0691392	35.703243	4	8
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2284	0.7181542	4983.3792922	24.829057	5.3797759	2000-2009 –> 2010-2019	1.4625024	0.7443482	8631.3997453	49.846439	5	10
Pacific	(27.75,27.85]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	2284	0.7199029	4992.4884782	14.164006	5.2827046	2000-2009 –> 2010-2019	1.4654317	0.7455288	8643.6343905	31.411028	6	12
Pacific	(27.75,27.85]	4	cstar_tref ~ sal + temp + silicate + phosphate	2284	0.7390523	5112.4090934	10.452506	6.2860728	2000-2009 –> 2010-2019	1.5032034	0.7641511	8843.3436380	26.512629	7	14
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	2284	0.7467017	5161.4464036	60.497791	5.1351200	2000-2009 –> 2010-2019	1.5184184	0.7717167	8926.2420976	132.911928	8	16
Pacific	(27.75,27.85]	4	cstar_tref ~ sal + silicate + phosphate + phosphate_star	2284	0.7557982	5214.7586560	46.072032	4.8851106	2000-2009 –> 2010-2019	1.5342942	0.7784960	9005.8400667	98.394645	9	18
Pacific	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2284	0.7699677	5301.6055006	117.824214	4.9682586	2000-2009 –> 2010-2019	1.5582761	0.7883084	9135.1944589	225.795209	14	24
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2173	0.7883651	5147.2544386	18.056087	4.5877296	1982-1999 –> 2000-2009	1.4554443	0.6670792	8132.5440124	34.367341	1	2
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2173	0.8005884	5214.1200785	53.666000	4.7997774	1982-1999 –> 2000-2009	1.4772284	0.6766400	8241.1054560	101.206248	2	4
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2173	0.8005985	5214.1751468	39.278164	4.7993489	1982-1999 –> 2000-2009	1.4772498	0.6766513	8241.2093145	71.951173	3	6
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2173	0.8007499	5214.9967504	17.713036	4.7923700	1982-1999 –> 2000-2009	1.4777870	0.6770372	8243.7013926	31.897693	4	9
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2173	0.8039737	5232.4587252	52.713537	4.5933427	1982-1999 –> 2000-2009	1.4809648	0.6769911	8260.9637815	102.944448	6	10
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2173	0.8039849	5232.5194604	245.313616	4.5905051	1982-1999 –> 2000-2009	1.4810461	0.6770612	8261.3280853	469.504065	7	13
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2173	0.8040181	5232.6984463	29.889744	4.5831855	1982-1999 –> 2000-2009	1.4813737	0.6773557	8262.7812100	58.852966	8	15
Pacific	(27.85,27.95]	4	cstar_tref ~ sal + temp + silicate + phosphate	2173	0.8037888	5229.4589570	14.681190	4.8318046	1982-1999 –> 2000-2009	1.4815987	0.6778099	8259.5057138	27.464298	5	13
Pacific	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate	2173	0.8246745	5340.9438079	3.957890	4.9925529	1982-1999 –> 2000-2009	1.5183936	0.6937191	8438.9673677	7.748195	9	18
Pacific	(27.85,27.95]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	2173	0.8296899	5367.2942717	12.512012	5.0881688	1982-1999 –> 2000-2009	1.5282500	0.6985601	8485.6934526	25.415573	12	22
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2560	0.7129347	5546.5341201	13.274130	5.9278808	2000-2009 –> 2010-2019	1.5012998	0.7883651	10693.7885587	31.330217	1	2
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2560	0.7158052	5567.1072627	50.479609	6.0575224	2000-2009 –> 2010-2019	1.5163935	0.8005884	10781.2273412	104.145610	2	4
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2560	0.7158249	5567.2483631	32.777918	6.0574124	2000-2009 –> 2010-2019	1.5164234	0.8005985	10781.4235099	72.056083	3	6
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2560	0.7163114	5570.7272839	14.199923	6.0469945	2000-2009 –> 2010-2019	1.5170613	0.8007499	10785.7240343	31.912959	4	8
Pacific	(27.85,27.95]	4	cstar_tref ~ sal + temp + silicate + phosphate	2560	0.7167876	5572.1298019	9.702358	6.0875476	2000-2009 –> 2010-2019	1.5205764	0.8037888	10801.5887588	24.383547	5	10
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2560	0.7238170	5624.0962104	57.911543	5.9438258	2000-2009 –> 2010-2019	1.5277908	0.8039737	10856.5549356	110.625080	6	12
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2560	0.7238863	5624.5861660	250.437155	5.9434397	2000-2009 –> 2010-2019	1.5278713	0.8039849	10857.1056263	495.750771	7	14
Pacific	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2560	0.7242335	5627.0411230	32.008286	5.9334548	2000-2009 –> 2010-2019	1.5282515	0.8040181	10859.7395693	61.898030	8	16
Pacific	(27.85,27.95]	4	cstar_tref ~ sal + temp + nitrate + phosphate	2560	0.7289410	5658.2135007	4.399542	6.1508084	2000-2009 –> 2010-2019	1.5536156	0.8246745	10999.1573086	8.357432	9	18
Pacific	(27.85,27.95]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	2560	0.7296586	5663.2512187	13.522305	6.2181560	2000-2009 –> 2010-2019	1.5593485	0.8296899	11030.5454904	26.034316	10	22
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2729	0.8822140	7074.5666939	15.743565	3.9364578	1982-1999 –> 2000-2009	1.5529647	0.6707507	11385.0798777	29.696224	1	2
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2729	0.8903425	7124.6252073	241.320973	3.7962179	1982-1999 –> 2000-2009	1.5651946	0.6748520	11460.8267288	460.947744	2	4
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2729	0.8906035	7126.2245071	27.973809	3.7990984	1982-1999 –> 2000-2009	1.5655640	0.6749605	11463.1037038	53.377763	3	6
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2729	0.8913301	7130.6756545	19.234981	3.8024255	1982-1999 –> 2000-2009	1.5669121	0.6755820	11471.4329214	37.006899	4	8
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2729	0.9088776	7237.0829858	982.712738	3.8618804	1982-1999 –> 2000-2009	1.5865713	0.6776936	11590.9911516	1969.269439	6	11
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2729	0.9090071	7237.8603704	61.603430	3.8674252	1982-1999 –> 2000-2009	1.5867305	0.6777234	11591.9535040	118.871346	7	13
Pacific	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + phosphate	2729	0.9090220	7235.9497724	227.605931	3.8546609	1982-1999 –> 2000-2009	1.5872063	0.6781843	11590.9079406	428.339633	8	16
Pacific	(27.95,28.05]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	2729	0.9091961	7236.9947954	12.753290	3.8520201	1982-1999 –> 2000-2009	1.5874620	0.6782659	11592.4603304	22.645997	9	18
Pacific	(27.95,28.05]	4	cstar_tref ~ sal + temp + nitrate + phosphate	2729	0.9101063	7242.4565051	3.931269	3.9495586	1982-1999 –> 2000-2009	1.5879614	0.6778551	11595.3687061	7.292472	12	19
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2729	0.9097331	7242.2176839	42.374359	3.8710254	1982-1999 –> 2000-2009	1.5880505	0.6783174	11600.0027364	82.447402	10	20
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	3304	0.6388038	6428.9182360	13.107749	4.5030832	2000-2009 –> 2010-2019	1.5210178	0.8822140	13503.4849299	28.851315	4	5
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	3304	0.6376110	6416.5680019	224.764403	4.7220353	2000-2009 –> 2010-2019	1.5279535	0.8903425	13541.1932091	466.085376	1	3
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	3304	0.6377695	6418.2105862	27.274980	4.7202509	2000-2009 –> 2010-2019	1.5283730	0.8906035	13544.4350933	55.248789	2	5
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	3304	0.6386271	6427.0901733	18.390809	4.7153704	2000-2009 –> 2010-2019	1.5299572	0.8913301	13557.7658277	37.625790	3	7
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3304	0.6406977	6448.4803295	950.049262	4.9917970	2000-2009 –> 2010-2019	1.5495753	0.9088776	13685.5633153	1932.761999	5	11
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3304	0.6409649	6451.2359048	61.676502	4.9799332	2000-2009 –> 2010-2019	1.5499720	0.9090071	13689.0962753	123.279932	6	13
Pacific	(27.95,28.05]	4	cstar_tref ~ sal + temp + silicate + phosphate	3304	0.6436218	6476.5706510	10.160577	4.6531649	2000-2009 –> 2010-2019	1.5500945	0.9064727	13697.1922246	22.691743	11	16
Pacific	(27.95,28.05]	4	cstar_tref ~ sal + temp + aou + phosphate	3304	0.6423422	6463.4195470	210.939495	4.7934455	2000-2009 –> 2010-2019	1.5513642	0.9090220	13699.3693194	438.545425	8	16
Pacific	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3304	0.6418094	6459.9368002	41.591596	4.9763980	2000-2009 –> 2010-2019	1.5515425	0.9097331	13702.1544841	83.965956	7	17
Pacific	(27.95,28.05]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	3304	0.6424620	6464.6522044	13.152999	4.7915967	2000-2009 –> 2010-2019	1.5516581	0.9091961	13701.6469997	25.906290	9	18
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1561	0.5976246	2836.7439378	93.034689	4.4273921	1982-1999 –> 2000-2009	1.2328328	0.6352082	5537.6827442	209.925660	1	2
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1561	0.5977838	2837.5755651	75.852196	4.4284601	1982-1999 –> 2000-2009	1.2331448	0.6353610	5539.1841898	174.726934	2	4
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1561	0.5986246	2841.9636941	41.735663	4.3343364	1982-1999 –> 2000-2009	1.2339957	0.6353711	5543.6162254	77.819717	3	6
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + nitrate + phosphate	1561	0.5990082	2841.9636267	13.406749	4.2921127	1982-1999 –> 2000-2009	1.2343842	0.6353760	5541.6377890	28.011322	4	8
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1561	0.6055073	2877.6539088	48.934018	4.5813102	1982-1999 –> 2000-2009	1.2562321	0.6507248	5645.7817611	93.783526	5	10
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1561	0.6056042	2878.1535077	715.902119	4.5813193	1982-1999 –> 2000-2009	1.2564063	0.6508022	5646.6124103	1576.217866	6	12
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1561	0.6056544	2878.4126114	39.886604	4.5823904	1982-1999 –> 2000-2009	1.2565121	0.6508577	5647.1089913	77.810571	7	14
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	1561	0.6109525	2903.6042028	17.064344	4.8042112	1982-1999 –> 2000-2009	1.2708617	0.6599092	5708.7509401	33.544198	8	16
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate	1561	0.6110634	2904.1709975	539.646136	4.8047458	1982-1999 –> 2000-2009	1.2710678	0.6600043	5709.7191766	1211.179859	9	18
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate_star	1561	0.6110991	2904.3531580	17.051091	4.8053956	1982-1999 –> 2000-2009	1.2711418	0.6600427	5710.0629874	33.518813	10	20
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2431	0.5583253	4079.2395702	80.259875	8.4004245	2000-2009 –> 2010-2019	1.1559499	0.5976246	6915.9835080	173.294564	2	3
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2431	0.5585233	4080.9638475	66.822619	8.4002857	2000-2009 –> 2010-2019	1.1563071	0.5977838	6918.5394126	142.674816	3	5
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2431	0.5579715	4076.1582476	37.100292	8.5978072	2000-2009 –> 2010-2019	1.1565962	0.5986246	6918.1219417	78.835955	1	4
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + nitrate + phosphate	2431	0.5598750	4090.7159653	16.947689	8.6759751	2000-2009 –> 2010-2019	1.1588832	0.5990082	6932.6795920	30.354438	8	12
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2431	0.5594463	4088.9917044	50.343883	8.5587127	2000-2009 –> 2010-2019	1.1649535	0.6055073	6966.6456131	99.277900	4	9
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2431	0.5594482	4089.0084101	857.584277	8.5553071	2000-2009 –> 2010-2019	1.1650524	0.6056042	6967.1619177	1573.486396	5	11
Pacific	(28.05,28.1]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2431	0.5596423	4090.6951972	41.908358	8.5587469	2000-2009 –> 2010-2019	1.1652967	0.6056544	6969.1078086	81.794962	7	14
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	2431	0.5688413	4167.9632278	23.626588	8.9772146	2000-2009 –> 2010-2019	1.1797938	0.6109525	7071.5674305	40.690931	9	17
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate	2431	0.5689054	4168.5116391	590.779399	8.9754502	2000-2009 –> 2010-2019	1.1799689	0.6110634	7072.6826366	1130.425535	10	19
Pacific	(28.05,28.1]	4	cstar_tref ~ sal + temp + aou + phosphate_star	2431	0.5690567	4169.8042823	23.595782	8.9778469	2000-2009 –> 2010-2019	1.1801558	0.6110991	7074.1574402	40.646873	11	21
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2763	0.7501126	6266.1530831	110.546755	5.6694259	1982-1999 –> 2000-2009	1.5277426	0.7776299	11328.1377509	207.158820	2	3
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2763	0.7504436	6268.5910403	118.803546	5.6734908	1982-1999 –> 2000-2009	1.5282687	0.7778250	11331.6603120	222.470400	4	6
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2763	0.7504449	6268.6004086	480.303862	5.6740856	1982-1999 –> 2000-2009	1.5284204	0.7779755	11332.5058550	1030.680421	5	8
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	2763	0.7479603	6250.2742925	163.099306	5.8506550	1982-1999 –> 2000-2009	1.5301775	0.7822172	11337.6914626	305.001913	1	5
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	2763	0.7502913	6267.4691454	24.526771	5.8771564	1982-1999 –> 2000-2009	1.5386080	0.7883167	11388.4727254	47.165449	3	8
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	2763	0.7506271	6269.9420173	29.071565	5.8809166	1982-1999 –> 2000-2009	1.5390967	0.7884696	11391.7839543	54.583055	7	13
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	2763	0.7506233	6269.9139087	369.439383	5.8829806	1982-1999 –> 2000-2009	1.5392089	0.7885856	11392.3920383	794.645947	6	13
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + temp + aou + phosphate_star	2763	0.7508831	6269.8259590	20.461128	5.7531458	1982-1999 –> 2000-2009	1.5431033	0.7922202	11410.1881065	40.731250	9	17
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + temp + phosphate + phosphate_star	2763	0.7512111	6272.2395005	20.488965	5.7575714	1982-1999 –> 2000-2009	1.5435928	0.7923817	11413.4825492	40.790425	10	19
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + temp + aou + phosphate	2763	0.7512190	6272.2977183	346.483162	5.7585755	1982-1999 –> 2000-2009	1.5437061	0.7924870	11414.1158460	763.482650	11	21
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	3650	0.7952635	8699.9540870	19.584722	3.5554887	2000-2009 –> 2010-2019	1.5455548	0.7502913	14967.4232325	44.111493	1	4
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	3650	0.7954363	8701.5402035	24.792803	3.5545849	2000-2009 –> 2010-2019	1.5460634	0.7506271	14971.4822208	53.864368	2	10
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	3650	0.7956735	8703.7166834	369.136684	3.5463129	2000-2009 –> 2010-2019	1.5462968	0.7506233	14973.6305920	738.576066	3	10
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	3650	0.8076955	8813.1890002	133.245112	3.2244330	2000-2009 –> 2010-2019	1.5556558	0.7479603	15063.4632927	296.344418	4	5
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + temp + silicate + phosphate	3650	0.8078319	8812.4221365	10.247519	3.2155620	2000-2009 –> 2010-2019	1.5584613	0.7506294	15080.3805394	29.086558	5	14
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3650	0.8237935	8957.2525262	90.322207	3.4587796	2000-2009 –> 2010-2019	1.5739061	0.7501126	15223.4056093	200.868963	6	8
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	3650	0.8240186	8959.2471094	93.808892	3.4693932	2000-2009 –> 2010-2019	1.5744622	0.7504436	15227.8381497	212.612438	7	11
Pacific	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	3650	0.8241533	8960.4408349	470.922960	3.4690563	2000-2009 –> 2010-2019	1.5745982	0.7504449	15229.0412435	951.226822	8	13
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + temp + nitrate + phosphate	3650	0.8264873	8979.0849019	91.119483	3.5085044	2000-2009 –> 2010-2019	1.5769322	0.7504449	15245.6853799	205.887947	9	15
Pacific	(28.1,28.2]	4	cstar_tref ~ sal + temp + aou + phosphate_star	3650	0.8292455	9003.4068219	14.414547	3.5954232	2000-2009 –> 2010-2019	1.5801286	0.7508831	15273.2327808	34.875675	10	20
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1492	0.4636750	1954.6954902	588.311155	2.1812154	1982-1999 –> 2000-2009	0.8343084	0.3706334	2778.8489848	1432.696759	1	2
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1492	0.4655998	1967.0572870	518.816828	2.1925666	1982-1999 –> 2000-2009	0.8375695	0.3719696	2798.0485702	1289.133315	2	4
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1492	0.4707404	1999.8221389	515.520819	2.2127836	1982-1999 –> 2000-2009	0.8463121	0.3755717	2849.1240908	1278.465016	3	6
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1492	0.4768866	2038.5303048	289.853871	2.1774166	1982-1999 –> 2000-2009	0.8871272	0.4102406	3055.5918456	745.631270	4	8
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1492	0.4811272	2064.9479940	390.450693	2.3512173	1982-1999 –> 2000-2009	0.9077671	0.4266398	3156.4825570	837.235866	5	10
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1492	0.4812294	2063.5815794	372.748076	2.3323821	1982-1999 –> 2000-2009	0.9238471	0.4426177	3222.9718559	767.762723	6	16
Pacific	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1492	0.4913620	2127.7592677	623.696400	2.7361377	1982-1999 –> 2000-2009	0.9274541	0.4360921	3260.9291394	1401.208390	7	14
Pacific	(28.2,28.3]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1492	0.4952700	2149.3986139	584.820221	2.6865284	1982-1999 –> 2000-2009	0.9335342	0.4382641	3290.0080988	1357.283699	9	17
Pacific	(28.2,28.3]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1492	0.4953480	2151.8684408	566.342924	2.7741712	1982-1999 –> 2000-2009	0.9358846	0.4405366	3304.3041568	1270.888989	10	19
Pacific	(28.2,28.3]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	1492	0.4992716	2173.4114156	511.952659	2.7258748	1982-1999 –> 2000-2009	0.9419703	0.4426986	3333.1491066	1200.364897	12	23
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1729	0.3673576	1457.7810605	430.399228	1.7685775	2000-2009 –> 2010-2019	0.8310326	0.4636750	3412.4765507	1018.710384	6	7
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1729	0.3675109	1459.2234149	713.353765	1.7690383	2000-2009 –> 2010-2019	0.8316259	0.4641150	3416.7494351	1695.874155	7	9
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1729	0.3694323	1477.2551867	391.026095	1.7778602	2000-2009 –> 2010-2019	0.8350321	0.4655998	3444.3124737	909.842924	9	12
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1729	0.3564615	1353.6619867	348.917501	1.8153972	2000-2009 –> 2010-2019	0.8375887	0.4811272	3418.6099807	739.368195	3	9
Pacific	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1729	0.3480597	1271.1806303	441.277737	1.7132560	2000-2009 –> 2010-2019	0.8394217	0.4913620	3398.9398980	1064.974137	1	9
Pacific	(28.2,28.3]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1729	0.3503331	1293.6943913	407.430731	1.7142505	2000-2009 –> 2010-2019	0.8456812	0.4953480	3445.5628322	973.773656	2	13
Pacific	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1729	0.3749441	1528.4666920	387.978190	1.7936423	2000-2009 –> 2010-2019	0.8456845	0.4707404	3528.2888309	903.499009	14	18
Pacific	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1729	0.3690772	1471.9301035	344.620892	1.7643161	2000-2009 –> 2010-2019	0.8503066	0.4812294	3535.5116829	717.368968	8	15
Pacific	(28.2,28.3]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	1729	0.3565887	1352.8957026	268.817615	1.8414382	2000-2009 –> 2010-2019	0.8512631	0.4946744	3498.7032337	584.811989	4	13
Pacific	(28.2,28.3]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1729	0.3695023	1475.9101279	430.386924	1.6839885	2000-2009 –> 2010-2019	0.8647723	0.4952700	3625.3087418	1015.207144	10	20
SO	(-Inf,26]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	39	0.9583153	121.3560914	239.109131	2.0256484	1982-1999 –> 2000-2009	1.5706630	0.6123477	192.9220659	779.427666	1	2
SO	(-Inf,26]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	39	0.9832806	123.3620702	48.533834	2.0625288	1982-1999 –> 2000-2009	1.6005522	0.6172715	195.4245896	237.910674	2	5
SO	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	39	0.9835436	123.3829241	63.121492	2.0795002	1982-1999 –> 2000-2009	1.6178297	0.6342862	197.1312994	530.091045	3	9
SO	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	39	0.9911321	123.9824268	61.237978	2.1066662	1982-1999 –> 2000-2009	1.6378152	0.6466831	198.9308837	287.658828	4	12
SO	(-Inf,26]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	39	0.9994247	124.6323183	61.349113	2.1014100	1982-1999 –> 2000-2009	1.6512424	0.6518177	200.0711071	284.499489	5	16
SO	(-Inf,26]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	39	1.0038710	124.9785644	57.831375	2.2402408	1982-1999 –> 2000-2009	1.7388781	0.7350070	207.8644918	508.332922	6	28
SO	(-Inf,26]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	39	1.3412435	145.5777830	6.891715	2.6438391	1982-1999 –> 2000-2009	1.9587907	0.6175472	215.6679850	16.104523	8	12
SO	(-Inf,26]	4	cstar_tref ~ sal + aou + phosphate + phosphate_star	39	1.3598850	146.6544137	85.308641	2.5282650	1982-1999 –> 2000-2009	1.9760732	0.6161882	216.6080308	237.365851	9	11
SO	(-Inf,26]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	39	1.3853009	148.0987625	12.085627	2.7282585	1982-1999 –> 2000-2009	2.0109074	0.6256065	218.9928599	37.859497	12	17
SO	(-Inf,26]	4	cstar_tref ~ sal + temp + aou + phosphate	39	1.3831403	147.9770102	11.246740	2.6744265	1982-1999 –> 2000-2009	2.0186078	0.6354675	219.8407517	29.923834	11	18
SO	(-Inf,26]	3	cstar_tref ~ temp + nitrate + phosphate_star	7	0.1158417	-0.3122901	11.593587	0.2175070	2000-2009 –> 2010-2019	1.5075481	1.3917064	146.1463058	18.164057	17	18
SO	(-Inf,26]	3	cstar_tref ~ temp + phosphate + phosphate_star	7	0.1201605	0.2001630	20.116375	0.2238467	2000-2009 –> 2010-2019	1.5289870	1.4088265	147.6124232	27.034872	18	20
SO	(-Inf,26]	3	cstar_tref ~ temp + aou + phosphate_star	7	0.1204077	0.2289295	3.557000	0.2240211	2000-2009 –> 2010-2019	1.5364660	1.4160583	148.0405543	7.469362	19	22
SO	(-Inf,26]	3	cstar_tref ~ temp + aou + phosphate	7	0.1222783	0.4447631	3.920451	0.2258351	2000-2009 –> 2010-2019	1.6038266	1.4815482	151.7828045	15.164917	20	24
SO	(-Inf,26]	3	cstar_tref ~ temp + aou + nitrate	7	0.1648869	4.6302052	4.071689	0.3102632	2000-2009 –> 2010-2019	1.8684887	1.7036018	166.8614980	16.989185	25	30
SO	(-Inf,26]	3	cstar_tref ~ aou + phosphate + phosphate_star	7	0.1262519	0.8924735	2.394814	0.2343201	2000-2009 –> 2010-2019	1.9301321	1.8038801	167.5849978	45.686601	21	27
SO	(-Inf,26]	3	cstar_tref ~ temp + silicate + phosphate_star	7	0.1329435	1.6155031	137.435691	0.2483317	2000-2009 –> 2010-2019	2.0438469	1.9109034	172.8036472	145.210600	22	29
SO	(-Inf,26]	3	cstar_tref ~ sal + nitrate + phosphate	7	0.0408175	-14.9158861	145.978727	0.0769239	2000-2009 –> 2010-2019	2.8158836	2.7750661	185.3739356	800.299474	5	13
SO	(-Inf,26]	3	cstar_tref ~ sal + temp + phosphate_star	7	0.1355020	1.8823722	295.259838	0.2501424	2000-2009 –> 2010-2019	2.9505818	2.8150798	203.2888466	300.264617	23	32
SO	(-Inf,26]	2	cstar_tref ~ temp + phosphate_star	7	0.2863865	10.3593586	2.655463	0.5330575	2000-2009 –> 2010-2019	3.1074562	2.8210697	209.9316224	5.353311	29	39
SO	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	236	2.5347667	1122.7469475	12.657591	6.5905203	1982-1999 –> 2000-2009	4.7685914	2.2338246	2145.8317427	121.092689	5	6
SO	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	236	2.5322923	1122.2859628	18.595660	6.5588898	1982-1999 –> 2000-2009	4.7692800	2.2369877	2146.0131626	123.339684	4	6
SO	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	236	2.4845636	1113.3047772	39.419875	6.4564778	1982-1999 –> 2000-2009	4.7885187	2.3039552	2150.4236636	142.813831	2	6
SO	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	236	2.5495302	1125.4880798	10.737906	6.7561461	1982-1999 –> 2000-2009	4.7970511	2.2475209	2151.3479979	115.520177	8	11
SO	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	236	2.4819932	1112.8162231	29.917160	6.5419889	1982-1999 –> 2000-2009	4.8221649	2.3401718	2157.0161618	133.640973	1	8
SO	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	236	2.5476514	1123.1401264	9.290904	6.3904166	1982-1999 –> 2000-2009	4.8713739	2.3237225	2162.1376034	112.608923	6	12
SO	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	236	2.4973667	1115.7307935	48.028781	6.6681618	1982-1999 –> 2000-2009	4.8849171	2.3875504	2169.0305147	176.579074	3	12
SO	(26,26.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	236	2.5488144	1123.3555445	18.583813	6.3681927	1982-1999 –> 2000-2009	4.9106260	2.3618116	2169.7343808	114.828098	7	15
SO	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	236	2.6293609	1140.0406479	253.453575	7.3075409	1982-1999 –> 2000-2009	4.9345834	2.3052225	2177.4092004	550.977057	11	16
SO	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	236	2.5515308	1123.8583245	10.614866	6.6764714	1982-1999 –> 2000-2009	4.9608785	2.4093477	2179.2840646	107.131881	9	19
SO	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	100	1.9621559	432.5964721	160.861946	6.0646683	2000-2009 –> 2010-2019	4.4467195	2.4845636	1545.9012493	200.281821	3	5
SO	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	100	1.9161431	427.8505816	79.949871	5.1668980	2000-2009 –> 2010-2019	4.4509098	2.5347667	1550.5975291	92.607462	1	6
SO	(26,26.5]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	100	1.9582080	432.1936634	70.625093	5.4196645	2000-2009 –> 2010-2019	4.4905003	2.5322923	1554.4796262	89.220753	2	6
SO	(26,26.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	100	2.0375000	440.1324159	67.927350	6.6580551	2000-2009 –> 2010-2019	4.5194931	2.4819932	1552.9486390	97.844510	6	7
SO	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	100	1.9785767	432.2632519	75.393878	6.4466058	2000-2009 –> 2010-2019	4.5262280	2.5476514	1555.4033782	84.684782	4	10
SO	(26,26.5]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	100	1.9983624	436.2533136	70.129662	5.6424980	2000-2009 –> 2010-2019	4.5478925	2.5495302	1561.7413934	80.867568	5	13
SO	(26,26.5]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	100	2.0578743	440.1224135	65.402115	7.0597576	2000-2009 –> 2010-2019	4.6066886	2.5488144	1563.4779580	83.985928	7	14
SO	(26,26.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	100	2.1167899	447.7678512	142.251206	7.2710164	2000-2009 –> 2010-2019	4.6141566	2.4973667	1563.4986447	190.279987	8	11
SO	(26,26.5]	4	cstar_tref ~ temp + aou + nitrate + phosphate	100	2.1359050	447.5657919	64.698384	7.6270141	2000-2009 –> 2010-2019	4.6874358	2.5515308	1571.4241163	75.313250	10	19
SO	(26,26.5]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	100	2.1213450	448.1977678	215.617762	6.4040103	2000-2009 –> 2010-2019	4.7507058	2.6293609	1588.2384158	469.071337	9	20
SO	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	386	2.8493673	1917.7794128	18.811098	8.8600252	1982-1999 –> 2000-2009	5.6385637	2.7891964	3652.8426243	78.634119	2	14
SO	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	386	2.8776486	1925.4040892	27.435932	9.0068237	1982-1999 –> 2000-2009	5.6504575	2.7728089	3656.3188637	85.579380	3	14
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	386	3.0475315	1969.6847884	24.751382	10.1475446	1982-1999 –> 2000-2009	5.6840173	2.6364858	3665.1081422	80.859213	8	15
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	386	2.6916692	1873.8252506	18.833586	9.6643153	1982-1999 –> 2000-2009	5.6866574	2.9949882	3659.0039345	37.559754	1	29
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	386	3.0387764	1967.4637547	27.130589	10.0472145	1982-1999 –> 2000-2009	5.6871410	2.6483646	3666.0518780	83.875379	7	15
SO	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	386	2.8921551	1929.2860285	44.286563	9.0669936	1982-1999 –> 2000-2009	5.7226269	2.8304719	3674.6909360	141.017268	4	17
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	386	3.2843547	2027.4599415	28.340264	15.9306241	1982-1999 –> 2000-2009	5.7288717	2.4445170	3669.6613496	51.649925	20	21
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	386	3.0709935	1975.6054270	21.100834	10.4731934	1982-1999 –> 2000-2009	5.7423825	2.6713890	3680.2875314	87.506896	9	18
SO	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	386	2.9695839	1949.6822169	306.265951	9.4347941	1982-1999 –> 2000-2009	5.8668396	2.8972556	3711.5047718	568.526639	6	26
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	386	3.4319190	2061.3888607	25.761993	20.7818535	1982-1999 –> 2000-2009	5.9376278	2.5057088	3720.9960386	49.197252	31	33
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	195	2.3979725	908.4892325	27.708206	5.3754891	2000-2009 –> 2010-2019	5.0896418	2.6916692	2782.3144831	46.541792	15	16
SO	(26.5,26.75]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	195	2.3202845	895.6450469	177.193544	5.4529578	2000-2009 –> 2010-2019	5.1696518	2.8493673	2813.4244597	196.004641	6	8
SO	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	195	2.3017420	892.5158580	193.653376	5.3518216	2000-2009 –> 2010-2019	5.1793906	2.8776486	2817.9199472	221.089308	3	6
SO	(26.5,26.75]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	195	2.3455765	899.8731955	245.249409	5.6216287	2000-2009 –> 2010-2019	5.2377315	2.8921551	2829.1592241	289.535972	9	13
SO	(26.5,26.75]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	195	2.3721028	904.2589925	366.623724	5.9184604	2000-2009 –> 2010-2019	5.3416868	2.9695839	2853.9412094	672.889675	14	20
SO	(26.5,26.75]	4	cstar_tref ~ temp + aou + nitrate + silicate	195	2.4277259	911.2984637	27.470650	5.8196550	2000-2009 –> 2010-2019	5.3577512	2.9300254	2848.6275688	35.809819	20	25
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	195	2.4825484	922.0074232	183.509075	10.0028427	2000-2009 –> 2010-2019	5.5300799	3.0475315	2891.6922117	208.260457	23	31
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	195	2.2791214	888.6641368	22.959472	5.1290686	2000-2009 –> 2010-2019	5.5634761	3.2843547	2916.1240783	51.299735	1	21
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	195	2.5290122	929.2392589	181.718495	10.2029518	2000-2009 –> 2010-2019	5.5677886	3.0387764	2896.7030136	208.849084	38	45
SO	(26.5,26.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	195	2.5553780	933.2840929	181.734646	10.4306557	2000-2009 –> 2010-2019	5.6263716	3.0709935	2908.8895198	202.835479	40	49
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	739	2.0279863	3156.2012033	40.334324	6.8329637	1982-1999 –> 2000-2009	3.9125837	1.8845973	6310.7598640	67.760998	1	16
SO	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	739	2.0978249	3206.2429057	37.395488	8.9130047	1982-1999 –> 2000-2009	3.9149171	1.8170922	6304.9922518	152.325153	2	10
SO	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	739	2.1050305	3211.3108350	37.459889	8.9590401	1982-1999 –> 2000-2009	3.9204162	1.8153857	6308.6226168	164.817414	3	10
SO	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	739	2.1082243	3213.5515979	63.961865	8.9636220	1982-1999 –> 2000-2009	3.9612453	1.8530210	6342.2579822	239.855176	4	17
SO	(26.75,27]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	739	2.1274915	3226.9977818	599.392740	8.8927855	1982-1999 –> 2000-2009	4.0308139	1.9033224	6396.6832713	986.713888	5	21
SO	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + silicate	739	2.1497798	3240.4012682	12.646221	8.5110960	1982-1999 –> 2000-2009	4.3961691	2.2463893	6661.6432042	36.806218	6	39
SO	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	739	2.2827549	3331.1072430	66.142883	7.3438970	1982-1999 –> 2000-2009	4.5707795	2.2880246	6782.4470913	247.550627	9	45
SO	(26.75,27]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	739	3.0317842	3750.5167369	45.785850	15.1276808	1982-1999 –> 2000-2009	4.5757484	1.5439642	6600.0531878	79.149222	28	31
SO	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	739	2.3023593	3341.7461415	28.106703	6.6406537	1982-1999 –> 2000-2009	4.6587237	2.3563645	6836.1156292	195.511917	11	49
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	739	2.7242675	3592.4421522	52.127786	8.6299788	1982-1999 –> 2000-2009	4.6784254	1.9541579	6802.4559218	124.390643	19	37
SO	(26.75,27]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	448	1.6090281	1711.5336910	63.487538	5.5617721	2000-2009 –> 2010-2019	3.6370144	2.0279863	4867.7348942	103.821861	15	16
SO	(26.75,27]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	448	1.5791413	1694.7345010	319.876340	5.4738511	2000-2009 –> 2010-2019	3.6769662	2.0978249	4900.9774067	357.271828	7	9
SO	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	448	1.5786595	1694.4610997	450.940693	5.4914629	2000-2009 –> 2010-2019	3.6836900	2.1050305	4905.7719347	488.400582	6	9
SO	(26.75,27]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	448	1.5835031	1697.2059762	528.585531	5.4237240	2000-2009 –> 2010-2019	3.6917275	2.1082243	4910.7575741	592.547396	8	12
SO	(26.75,27]	4	cstar_tref ~ temp + aou + nitrate + silicate	448	1.6927281	1754.9709213	58.031732	5.6077929	2000-2009 –> 2010-2019	3.8425080	2.1497798	4995.3721895	70.677953	20	25
SO	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	448	1.6465604	1732.1938223	485.762575	5.6278085	2000-2009 –> 2010-2019	3.9293153	2.2827549	5063.3010653	551.905458	16	24
SO	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	448	1.6688465	1742.2398125	485.368369	5.6093984	2000-2009 –> 2010-2019	3.9712058	2.3023593	5083.9859539	513.475073	17	27
SO	(26.75,27]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	448	1.7130801	1767.6794121	226.866298	5.8967317	2000-2009 –> 2010-2019	3.9757348	2.2626547	5085.7148737	259.116547	22	28
SO	(26.75,27]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	448	1.7322068	1775.6279002	226.568273	5.8918935	2000-2009 –> 2010-2019	3.9948713	2.2626646	5091.6698014	238.263119	27	34
SO	(26.75,27]	4	cstar_tref ~ sal + aou + nitrate + silicate	448	1.7135979	1765.9502373	38.495630	5.9039260	2000-2009 –> 2010-2019	3.9967083	2.2831103	5095.2875757	46.422667	23	32
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1439	1.4573518	5181.6201410	32.608604	5.4884466	1982-1999 –> 2000-2009	2.8153190	1.3579672	9652.8325856	80.536790	1	6
SO	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1439	1.4761254	5218.4578468	41.227912	5.4159190	1982-1999 –> 2000-2009	2.8593579	1.3832325	9737.3044030	116.687831	5	11
SO	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1439	1.4739822	5214.2761502	37.525118	5.4381974	1982-1999 –> 2000-2009	2.8711381	1.3971559	9759.0028897	127.803050	3	11
SO	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1439	1.4739284	5214.1711483	79.946022	5.4470374	1982-1999 –> 2000-2009	2.9062330	1.4323046	9823.1000652	192.562336	2	12
SO	(27,27.25]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1439	1.4752315	5216.7144618	676.525274	5.4942137	1982-1999 –> 2000-2009	2.9776815	1.5024500	9949.1904833	1048.325313	4	18
SO	(27,27.25]	4	cstar_tref ~ temp + aou + nitrate + silicate	1439	1.4769816	5218.1267364	31.059216	5.4901096	1982-1999 –> 2000-2009	3.1599636	1.6829819	10241.8094928	61.762906	6	24
SO	(27,27.25]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1439	1.8908177	5931.0180305	50.270660	11.4549745	1982-1999 –> 2000-2009	3.2415788	1.3507611	10388.4819419	109.752708	18	22
SO	(27,27.25]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1439	2.0079153	6103.9503797	46.823378	13.7383380	1982-1999 –> 2000-2009	3.3221113	1.3141960	10490.5010581	106.460301	40	41
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1439	2.0078663	6103.8801502	53.214619	13.7376787	1982-1999 –> 2000-2009	3.3235874	1.3157211	10493.4278527	113.316029	39	41
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1439	2.0081549	6104.2936707	93.836387	13.7121452	1982-1999 –> 2000-2009	3.3435689	1.3354140	10532.2305229	180.966044	41	44
SO	(27,27.25]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	701	1.3853479	2460.3355226	152.270835	7.0529497	2000-2009 –> 2010-2019	2.8614733	1.4761254	7678.7933694	193.498747	3	8
SO	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	701	1.3875754	2462.5879840	287.288987	6.4538879	2000-2009 –> 2010-2019	2.8615038	1.4739284	7676.7591323	367.235009	5	7
SO	(27,27.25]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	701	1.3872817	2462.2911789	765.216400	6.5784454	2000-2009 –> 2010-2019	2.8625132	1.4752315	7679.0056407	1441.741675	4	8
SO	(27,27.25]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	701	1.3891940	2464.2224445	278.986690	7.7089561	2000-2009 –> 2010-2019	2.8631761	1.4739822	7678.4985947	316.511808	7	10
SO	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	701	1.3654869	2440.0903433	265.747707	6.9395133	2000-2009 –> 2010-2019	2.8931996	1.5277127	7757.4102028	333.546304	1	10
SO	(27,27.25]	4	cstar_tref ~ aou + nitrate + silicate + phosphate	701	1.3876627	2460.6761673	257.732756	6.3766884	2000-2009 –> 2010-2019	2.9199886	1.5323259	7784.6736607	293.282011	6	16
SO	(27,27.25]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	701	1.4445536	2519.0079057	221.199121	9.8293020	2000-2009 –> 2010-2019	2.9358404	1.4912869	7766.8752144	254.226527	19	26
SO	(27,27.25]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	701	1.3821589	2457.1045340	175.680522	8.1343403	2000-2009 –> 2010-2019	2.9488178	1.5666588	7846.8739436	196.705270	2	15
SO	(27,27.25]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	701	1.4585011	2530.4796542	191.309013	9.5803003	2000-2009 –> 2010-2019	2.9708956	1.5123945	7816.7964600	224.328175	33	41
SO	(27,27.25]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	701	1.5142643	2585.0832365	125.554890	9.7871610	2000-2009 –> 2010-2019	2.9716160	1.4573518	7766.7033775	158.163494	49	50
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2518	1.3137561	8534.0500389	55.931717	8.7083330	1982-1999 –> 2000-2009	2.4165485	1.1027924	16247.2458242	85.238033	5	6
SO	(27.25,27.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	2518	1.2847719	8421.7013304	296.427154	9.2200190	1982-1999 –> 2000-2009	2.4395036	1.1547317	16368.5074100	455.619563	1	6
SO	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	2518	1.3007558	8483.9679598	69.286403	9.1695706	1982-1999 –> 2000-2009	2.4469317	1.1461759	16393.0242933	108.714891	3	7
SO	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2518	1.3072766	8509.1507277	62.517516	9.0138777	1982-1999 –> 2000-2009	2.4511442	1.1438675	16407.9738099	97.442355	4	7
SO	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2518	1.3278124	8587.6455887	64.641717	9.0373823	1982-1999 –> 2000-2009	2.4662024	1.1383900	16462.1030300	108.694809	7	9
SO	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	2518	1.3203882	8557.4087415	51.206671	8.8312867	1982-1999 –> 2000-2009	2.4848038	1.1644156	16544.6059293	78.872612	6	12
SO	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2518	1.3455080	8654.3162474	57.605555	8.4775488	1982-1999 –> 2000-2009	2.5589049	1.2133969	16852.6673692	91.352309	8	15
SO	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2518	1.2957593	8464.5860464	73.808275	8.0709719	1982-1999 –> 2000-2009	2.5682866	1.2725273	16904.4591792	114.471221	2	11
SO	(27.25,27.5]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	2518	1.3697839	8742.3669682	57.591854	9.5606475	1982-1999 –> 2000-2009	2.6167428	1.2469588	17077.2110713	91.313768	10	18
SO	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + silicate	2518	1.3468303	8657.2631166	29.265332	8.7657062	1982-1999 –> 2000-2009	2.6210521	1.2742218	17101.8907730	47.169437	9	20
SO	(27.25,27.5]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1750	1.5928839	6609.6964173	71.244185	11.7935851	2000-2009 –> 2010-2019	2.8776558	1.2847719	15031.3977477	367.671340	1	2
SO	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1750	1.5972831	6619.3492619	55.708898	11.8497688	2000-2009 –> 2010-2019	2.8980389	1.3007558	15103.3172217	124.995301	2	5
SO	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1750	1.6081496	6643.0794657	56.736735	11.8505423	2000-2009 –> 2010-2019	2.9039088	1.2957593	15107.6655121	130.545010	8	10
SO	(27.25,27.5]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1750	1.5980722	6621.0780171	76.653479	11.9935152	2000-2009 –> 2010-2019	2.9053488	1.3072766	15130.2287448	139.170996	4	8
SO	(27.25,27.5]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1750	1.5979459	6620.8012308	20.461868	11.9732456	2000-2009 –> 2010-2019	2.9117020	1.3137561	15154.8512697	76.393585	3	8
SO	(27.25,27.5]	4	cstar_tref ~ temp + aou + nitrate + silicate	1750	1.5980727	6619.0790804	16.863098	11.9966223	2000-2009 –> 2010-2019	2.9184609	1.3203882	15176.4878219	68.069769	5	11
SO	(27.25,27.5]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1750	1.6083424	6643.4992596	37.482372	12.0092123	2000-2009 –> 2010-2019	2.9361549	1.3278124	15231.1448482	102.124089	9	16
SO	(27.25,27.5]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1750	1.6038039	6633.6088106	42.115692	12.2921057	2000-2009 –> 2010-2019	2.9493119	1.3455080	15287.9250580	99.721247	6	14
SO	(27.25,27.5]	4	cstar_tref ~ sal + aou + nitrate + silicate	1750	1.6116946	6648.7864423	18.584622	12.1522539	2000-2009 –> 2010-2019	2.9585249	1.3468303	15306.0495588	47.849955	10	19
SO	(27.25,27.5]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1750	1.6038079	6631.6173642	37.902065	12.2929187	2000-2009 –> 2010-2019	2.9735918	1.3697839	15373.9843324	95.493920	7	17
SO	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	2416	1.4449028	8648.6902846	88.891961	11.4509821	1982-1999 –> 2000-2009	2.5999667	1.1550638	16212.4350119	149.990986	1	2
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2416	1.4486875	8661.3303950	61.390388	11.5793463	1982-1999 –> 2000-2009	2.6052125	1.1565250	16231.1811903	98.291967	2	4
SO	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2416	1.4543089	8680.0438480	60.647841	11.6430198	1982-1999 –> 2000-2009	2.6109120	1.1566031	16250.2210326	93.347712	3	6
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2416	1.4557816	8682.9343544	54.728233	11.8872746	1982-1999 –> 2000-2009	2.6127591	1.1569775	16252.6746794	86.339363	4	8
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2416	1.4712566	8736.0276946	26.212039	11.7778784	1982-1999 –> 2000-2009	2.6365524	1.1652958	16342.3699165	44.507645	5	11
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2416	1.4986955	8825.3144927	25.905977	12.3399143	1982-1999 –> 2000-2009	2.6616228	1.1629273	16421.8294683	47.669920	7	12
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2416	1.4946948	8812.3981890	57.887931	11.9937987	1982-1999 –> 2000-2009	2.6816024	1.1869076	16507.4979706	97.214629	6	18
SO	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2416	1.5362942	8945.0421324	25.950536	12.0606847	1982-1999 –> 2000-2009	2.7072266	1.1709324	16574.6908432	45.475871	8	15
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + silicate	2416	1.5364408	8943.5032849	11.216758	12.0387072	1982-1999 –> 2000-2009	2.7073809	1.1709401	16571.1837435	19.622720	9	17
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	2416	1.5463705	8974.6309332	10.191802	11.5511994	1982-1999 –> 2000-2009	2.7208491	1.1744785	16616.8851708	17.931099	10	19
SO	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2143	1.7163109	8410.7699882	47.119095	14.9110404	2000-2009 –> 2010-2019	3.1706198	1.4543089	17090.8138362	107.766936	2	5
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2143	1.7310135	8447.3290756	46.874155	15.0707310	2000-2009 –> 2010-2019	3.1797010	1.4486875	17108.6594705	108.264542	6	8
SO	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	2143	1.7351506	8457.5603719	63.507224	15.0064592	2000-2009 –> 2010-2019	3.1800534	1.4449028	17106.2506565	152.399184	10	11
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2143	1.7344572	8455.8471251	21.534807	15.1495360	2000-2009 –> 2010-2019	3.2057138	1.4712566	17191.8748197	47.746846	9	14
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2143	1.7511406	8494.8763084	45.877422	14.2375585	2000-2009 –> 2010-2019	3.2069221	1.4557816	17177.8106628	100.605655	16	20
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2143	1.7175331	8413.8208084	25.844131	14.8270626	2000-2009 –> 2010-2019	3.2162286	1.4986955	17239.1353011	51.750108	3	10
SO	(27.5,27.75]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2143	1.7387944	8466.5514448	44.049759	15.1943857	2000-2009 –> 2010-2019	3.2334892	1.4946948	17278.9496338	101.937690	13	19
SO	(27.5,27.75]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2143	1.7153738	8408.4289693	33.805710	14.5651067	2000-2009 –> 2010-2019	3.2516680	1.5362942	17353.4711018	59.756246	1	9
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + silicate	2143	1.7175943	8411.9735987	13.799865	14.7784458	2000-2009 –> 2010-2019	3.2540351	1.5364408	17355.4768836	25.016624	4	13
SO	(27.5,27.75]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	2143	1.7351585	8455.5797836	11.032415	15.0211515	2000-2009 –> 2010-2019	3.2815290	1.5463705	17430.2107168	21.224217	11	21
SO	(27.75,27.85]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1034	1.5292076	3826.7472429	222.818253	5.5790704	1982-1999 –> 2000-2009	2.8354280	1.3062204	7806.3987016	293.381619	1	3
SO	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1034	1.5301953	3828.0825677	183.521680	5.7079038	1982-1999 –> 2000-2009	2.8364135	1.3062181	7807.7299703	244.360795	2	3
SO	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1034	1.5302673	3826.1798053	183.508548	5.6998060	1982-1999 –> 2000-2009	2.8364889	1.3062216	7803.8334873	239.694113	3	6
SO	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1034	1.5887778	3905.7766119	76.831718	6.2119770	1982-1999 –> 2000-2009	2.9409238	1.3521460	7966.7018782	105.656005	4	9
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1034	1.5957983	3914.8945365	56.452261	6.6233991	1982-1999 –> 2000-2009	2.9479434	1.3521451	7975.8181982	95.881604	5	9
SO	(27.75,27.85]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	1034	1.5967549	3914.1338806	55.485534	6.6028760	1982-1999 –> 2000-2009	2.9497455	1.3529905	7974.5277401	75.924005	6	12
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1034	1.6065843	3928.8251497	112.149160	6.3258882	1982-1999 –> 2000-2009	2.9633372	1.3567529	7997.7503624	158.443765	7	14
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	1034	1.6099310	3933.1285526	24.640896	6.1036525	1982-1999 –> 2000-2009	2.9673740	1.3574430	8003.2497422	52.799766	9	17
SO	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1034	1.6082432	3930.9594133	100.079503	6.1172697	1982-1999 –> 2000-2009	2.9678156	1.3595724	8004.7672678	140.115392	8	18
SO	(27.75,27.85]	4	cstar_tref ~ sal + temp + aou + nitrate	1034	1.6104606	3931.8086785	24.410052	5.9579037	1982-1999 –> 2000-2009	2.9690025	1.3585419	8001.8331663	49.466542	11	20
SO	(27.75,27.85]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1119	1.5890826	4226.1295493	223.531966	6.3099111	2000-2009 –> 2010-2019	3.1182902	1.5292076	8052.8767922	446.350219	1	2
SO	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1119	1.6142645	4261.3166726	137.579806	6.2142855	2000-2009 –> 2010-2019	3.1444599	1.5301953	8089.3992403	321.101487	2	4
SO	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1119	1.6228730	4271.2195981	135.226783	6.5032308	2000-2009 –> 2010-2019	3.1531403	1.5302673	8097.3994034	318.735331	4	7
SO	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1119	1.6171075	4265.2546057	75.950550	6.2195696	2000-2009 –> 2010-2019	3.2058853	1.5887778	8171.0312176	152.782268	3	7
SO	(27.75,27.85]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1119	1.6368151	4292.3642395	85.453945	6.2272435	2000-2009 –> 2010-2019	3.2487814	1.6119663	8228.1054804	183.708185	7	19
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1119	1.6502847	4310.7056068	26.411802	6.0485302	2000-2009 –> 2010-2019	3.2624875	1.6122029	8246.7503621	50.586689	8	21
SO	(27.75,27.85]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1119	1.6679838	4334.5801531	45.040920	6.3131980	2000-2009 –> 2010-2019	3.2637821	1.5957983	8249.4746895	101.493181	11	16
SO	(27.75,27.85]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1119	1.6573312	4320.2412716	104.760250	6.3456578	2000-2009 –> 2010-2019	3.2655744	1.6082432	8251.2006849	204.839753	9	17
SO	(27.75,27.85]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1119	1.6235341	4274.1311926	36.299865	6.0726334	2000-2009 –> 2010-2019	3.2722199	1.6486858	8256.4515310	71.664921	5	26
SO	(27.75,27.85]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1119	1.6270555	4276.9800566	14.308939	6.3436841	2000-2009 –> 2010-2019	3.2759031	1.6488476	8257.5033322	30.427262	6	28
SO	(27.85,27.95]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1747	1.5041195	6398.0488522	91.255977	9.3800520	1982-1999 –> 2000-2009	3.0311230	1.5270035	13464.1660708	159.390353	1	2
SO	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1747	1.5112933	6414.6735751	79.354723	9.7558007	1982-1999 –> 2000-2009	3.0708219	1.5595287	13561.4708219	163.243489	3	7
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1747	1.5643404	6535.2113034	86.527309	7.8949654	1982-1999 –> 2000-2009	3.0965847	1.5322443	13614.4439518	148.251128	7	9
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1747	1.5093115	6410.0887711	47.516960	9.9523672	1982-1999 –> 2000-2009	3.1022782	1.5929667	13638.0951523	113.028843	2	10
SO	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1747	1.5122356	6414.8515404	7.773093	9.9150900	1982-1999 –> 2000-2009	3.1055518	1.5933162	13641.6976751	16.039776	4	14
SO	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1747	1.5368909	6473.3579108	100.690871	9.5787412	1982-1999 –> 2000-2009	3.1272559	1.5903649	13695.1069158	200.060875	5	12
SO	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1747	1.6036535	6619.9332031	78.431455	7.6116180	1982-1999 –> 2000-2009	3.1390408	1.5353873	13705.0099527	132.608140	14	17
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1747	1.5792829	6568.4274700	69.601002	8.3461870	1982-1999 –> 2000-2009	3.1412543	1.5619714	13721.2159223	131.439884	10	15
SO	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1747	1.5640892	6534.6503465	51.158262	9.5604485	1982-1999 –> 2000-2009	3.1619263	1.5978371	13774.3426912	97.032569	6	21
SO	(27.85,27.95]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1747	1.5887601	6587.3321759	29.480731	8.7973266	1982-1999 –> 2000-2009	3.1818451	1.5930850	13813.6227849	69.737601	11	20
SO	(27.85,27.95]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1635	1.6234175	6238.3534481	227.408425	8.8510844	2000-2009 –> 2010-2019	3.1275370	1.5041195	12636.4023003	318.664401	1	2
SO	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1635	1.6552200	6301.7928775	126.491176	9.4770229	2000-2009 –> 2010-2019	3.1665132	1.5112933	12716.4664526	205.845900	3	6
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1635	1.6630841	6317.2921787	48.609610	10.1781792	2000-2009 –> 2010-2019	3.1723955	1.5093115	12727.3809498	96.126570	4	6
SO	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1635	1.6703316	6329.5115480	8.246480	9.9768249	2000-2009 –> 2010-2019	3.1825672	1.5122356	12744.3630884	16.019573	5	9
SO	(27.85,27.95]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1635	1.6444707	6280.4876738	167.533822	7.9241321	2000-2009 –> 2010-2019	3.2088110	1.5643404	12815.6989773	254.061131	2	9
SO	(27.85,27.95]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1635	1.6807991	6351.9398026	163.477160	9.3239196	2000-2009 –> 2010-2019	3.2176901	1.5368909	12825.2977134	264.168031	7	12
SO	(27.85,27.95]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1635	1.7062359	6401.0562800	104.692164	9.2556038	2000-2009 –> 2010-2019	3.2703251	1.5640892	12935.7066265	155.850425	10	16
SO	(27.85,27.95]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1635	1.6946910	6378.8553644	94.355605	8.3362649	2000-2009 –> 2010-2019	3.2739739	1.5792829	12947.2828344	163.956607	8	18
SO	(27.85,27.95]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1635	1.6776213	6343.7515149	151.001633	6.7340823	2000-2009 –> 2010-2019	3.2812749	1.6036535	12963.6847180	229.433088	6	20
SO	(27.85,27.95]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1635	1.7173267	6422.2431916	48.622194	9.6691922	2000-2009 –> 2010-2019	3.2850873	1.5677606	12965.0853347	96.026983	12	20
SO	(27.95,28.05]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	3097	1.9162614	12831.3349006	109.672697	10.2436951	1982-1999 –> 2000-2009	3.5243267	1.6080653	27925.1266683	246.760796	1	2
SO	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	3097	1.9426293	12915.9837877	115.513513	11.1623929	1982-1999 –> 2000-2009	3.5782917	1.6356624	28145.2573375	307.061017	2	4
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	3097	1.9721603	13009.4337266	79.957456	12.7675481	1982-1999 –> 2000-2009	3.6083923	1.6362320	28241.4793760	197.965619	4	7
SO	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	3097	1.9772446	13023.3813072	36.794988	12.9090467	1982-1999 –> 2000-2009	3.6223958	1.6451513	28296.7109952	91.702579	9	13
SO	(27.95,28.05]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	3097	1.9724629	13010.3840938	107.726024	11.3472838	1982-1999 –> 2000-2009	3.6487105	1.6762476	28434.8052200	284.451598	5	10
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	3097	1.9761208	13021.8598486	106.267973	10.7089598	1982-1999 –> 2000-2009	3.6580409	1.6819202	28473.1797776	229.583513	6	12
SO	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	3097	1.9764261	13022.8169694	66.478716	10.9099343	1982-1999 –> 2000-2009	3.6666640	1.6902379	28513.4146654	163.337839	7	14
SO	(27.95,28.05]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	3097	1.9765803	13021.3002335	41.164407	10.7884745	1982-1999 –> 2000-2009	3.6683063	1.6917259	28516.9044875	103.677217	8	16
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	3097	1.9632156	12981.2770571	136.556793	11.7891122	1982-1999 –> 2000-2009	3.6905917	1.7273761	28644.9232376	281.581411	3	12
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3097	1.9888940	13061.7676656	108.619206	12.6842692	1982-1999 –> 2000-2009	3.7386710	1.7497770	28828.0027187	274.676676	10	22
SO	(27.95,28.05]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	3183	2.3512564	14489.5733664	182.348718	14.2584014	2000-2009 –> 2010-2019	4.2675179	1.9162614	27320.9082670	292.021415	1	2
SO	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	3183	2.3935621	14603.0973011	94.040034	15.7294329	2000-2009 –> 2010-2019	4.3361915	1.9426293	27519.0810887	209.553547	2	4
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	3183	2.3942559	14604.9421381	162.878803	16.9972477	2000-2009 –> 2010-2019	4.3574715	1.9632156	27586.2191952	299.435596	3	6
SO	(27.95,28.05]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	3183	2.3982260	14615.4894850	77.640513	16.4632155	2000-2009 –> 2010-2019	4.3703864	1.9721603	27624.9232116	157.597969	4	8
SO	(27.95,28.05]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	3183	2.4106123	14646.2838333	29.273980	16.8419032	2000-2009 –> 2010-2019	4.3878569	1.9772446	27669.6651405	66.068969	6	15
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	3183	2.4185943	14669.3279632	85.965695	17.7759604	2000-2009 –> 2010-2019	4.4074883	1.9888940	27731.0956289	194.584901	7	17
SO	(27.95,28.05]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	3183	2.4574284	14770.7316012	133.722811	16.1610777	2000-2009 –> 2010-2019	4.4298914	1.9724629	27781.1156950	241.448835	12	17
SO	(27.95,28.05]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	3183	2.4547442	14763.7742286	65.823677	15.3986347	2000-2009 –> 2010-2019	4.4308649	1.9761208	27785.6340772	172.091650	11	17
SO	(27.95,28.05]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	3183	2.4226501	14677.9944341	32.110804	18.0731366	2000-2009 –> 2010-2019	4.4438033	2.0211531	27837.4206170	73.798767	9	21
SO	(27.95,28.05]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	3183	2.4708777	14805.4770916	76.751726	15.5193784	2000-2009 –> 2010-2019	4.4473038	1.9764261	27828.2940610	143.230441	13	20
SO	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1690	1.3402884	5799.9628219	163.868566	7.1258078	1982-1999 –> 2000-2009	2.7867861	1.4464977	13041.3975930	330.634157	3	4
SO	(28.05,28.1]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1690	1.3305611	5775.3426397	220.199687	6.9677086	1982-1999 –> 2000-2009	2.8570060	1.5264449	13234.2214435	460.905978	1	3
SO	(28.05,28.1]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1690	1.3349207	5786.3992716	179.118740	6.9953099	1982-1999 –> 2000-2009	2.8665235	1.5316028	13258.9129995	390.307839	2	5
SO	(28.05,28.1]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1690	1.3404133	5798.2777919	128.498166	7.0940460	1982-1999 –> 2000-2009	2.8728216	1.5324083	13270.9168335	295.177381	4	8
SO	(28.05,28.1]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1690	1.3462961	5815.0795284	190.105217	7.0300902	1982-1999 –> 2000-2009	2.9107910	1.5644949	13373.4787484	412.596069	5	11
SO	(28.05,28.1]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1690	1.3548683	5836.5325536	190.348844	7.0231532	1982-1999 –> 2000-2009	2.9310396	1.5761713	13424.9868687	415.897183	7	14
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1690	1.4202173	5995.7495692	191.314412	6.6079664	1982-1999 –> 2000-2009	2.9529966	1.5327794	13471.3672516	416.977239	12	17
SO	(28.05,28.1]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1690	1.3532867	5832.5847904	176.699408	6.5654231	1982-1999 –> 2000-2009	3.0028375	1.6495508	13604.9674601	390.271160	6	15
SO	(28.05,28.1]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	1690	1.4274071	6010.8177117	190.104017	6.9833002	1982-1999 –> 2000-2009	3.0310332	1.6036260	13667.0717914	405.491518	13	21
SO	(28.05,28.1]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	1690	1.3904311	5922.1069200	143.527952	7.3977680	1982-1999 –> 2000-2009	3.0483645	1.6579335	13712.9782346	322.974896	8	20
SO	(28.05,28.1]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1858	1.7100459	7280.4847559	139.607408	8.4558340	2000-2009 –> 2010-2019	3.0406070	1.3305611	13055.8273956	359.807096	1	2
SO	(28.05,28.1]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1858	1.7157972	7292.9614709	144.696578	8.1899572	2000-2009 –> 2010-2019	3.0507179	1.3349207	13079.3607426	323.815318	2	4
SO	(28.05,28.1]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1858	1.7202307	7302.5509392	144.063374	7.3978623	2000-2009 –> 2010-2019	3.0605190	1.3402884	13102.5137611	307.931940	3	6
SO	(28.05,28.1]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1858	1.7204001	7300.9169686	131.364228	7.5704341	2000-2009 –> 2010-2019	3.0608134	1.3404133	13099.1947605	259.862394	4	8
SO	(28.05,28.1]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1858	1.7496148	7365.4898621	156.879486	7.6913069	2000-2009 –> 2010-2019	3.0959109	1.3462961	13180.5693905	346.984702	5	10
SO	(28.05,28.1]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1858	1.7584257	7384.1562571	153.839722	7.9060348	2000-2009 –> 2010-2019	3.1132940	1.3548683	13220.6888107	344.188567	6	13
SO	(28.05,28.1]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1858	1.7950582	7460.7747609	103.208378	8.1589608	2000-2009 –> 2010-2019	3.1483450	1.3532867	13293.3595513	279.907785	9	15
SO	(28.05,28.1]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate	1858	1.7730166	7414.8633361	160.326991	7.6446028	2000-2009 –> 2010-2019	3.1932339	1.4202173	13410.6129053	351.641402	7	19
SO	(28.05,28.1]	4	cstar_tref ~ temp + nitrate + silicate + phosphate	1858	1.7854854	7438.9048801	141.134390	9.1967360	2000-2009 –> 2010-2019	3.2128926	1.4274071	13449.7225918	331.238407	8	21
SO	(28.05,28.1]	4	cstar_tref ~ nitrate + silicate + phosphate + phosphate_star	1858	1.8789186	7628.4433216	95.414392	7.8934399	2000-2009 –> 2010-2019	3.2693496	1.3904311	13550.5502416	238.942344	11	19
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	695	0.7759100	1633.6554802	419.498772	2.2984027	1982-1999 –> 2000-2009	1.4885503	0.7126403	3423.4386033	785.007390	1	2
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	695	0.7849398	1649.7384537	419.342564	2.3851651	1982-1999 –> 2000-2009	1.5094365	0.7244967	3466.6482523	756.837033	2	4
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	695	0.7912851	1660.9297895	359.025841	2.2986904	1982-1999 –> 2000-2009	1.5227833	0.7314982	3493.6509003	663.741735	3	6
SO	(28.1,28.15]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	695	0.7926892	1663.3940903	920.802290	2.3554526	1982-1999 –> 2000-2009	1.5324090	0.7397198	3514.4895780	1769.901727	4	10
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	695	0.7975646	1671.9171349	423.137774	2.4783498	1982-1999 –> 2000-2009	1.5329788	0.7354142	3513.4157163	757.991647	6	10
SO	(28.1,28.15]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	695	0.7956210	1668.5256695	621.075190	2.5443565	1982-1999 –> 2000-2009	1.5341606	0.7385395	3516.9960030	1035.615267	5	10
SO	(28.1,28.15]	4	cstar_tref ~ sal + aou + silicate + phosphate_star	695	0.7977997	1670.3267529	203.012269	2.4282555	1982-1999 –> 2000-2009	1.5375839	0.7397842	3519.5653761	400.705389	7	14
SO	(28.1,28.15]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	695	0.8003168	1676.7052765	196.074233	2.3821171	1982-1999 –> 2000-2009	1.5589064	0.7585896	3569.2123522	493.279999	8	17
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	695	0.8082187	1690.3621047	354.059192	2.3859826	1982-1999 –> 2000-2009	1.5631216	0.7549029	3574.8600067	669.089860	12	20
SO	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + silicate	695	0.8003172	1674.7060289	52.989624	2.3820766	1982-1999 –> 2000-2009	1.5646752	0.7643580	3577.6669822	115.115521	9	19
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	374	0.8508943	954.5884246	335.454644	2.8332976	2000-2009 –> 2010-2019	1.6421794	0.7912851	2615.5182141	694.480485	5	8
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	374	0.8356904	941.1022293	322.770082	2.3726871	2000-2009 –> 2010-2019	1.6439091	0.8082187	2631.4643340	676.829274	1	12
SO	(28.1,28.15]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	374	0.8478137	951.8754447	293.333308	2.6028433	2000-2009 –> 2010-2019	1.6481305	0.8003168	2628.5807212	489.407540	4	11
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	374	0.8751280	975.5939298	392.365700	3.2610376	2000-2009 –> 2010-2019	1.6510380	0.7759100	2609.2494100	811.864472	9	10
SO	(28.1,28.15]	4	cstar_tref ~ sal + aou + nitrate + silicate	374	0.8511150	952.7823807	49.509553	2.8661162	2000-2009 –> 2010-2019	1.6514321	0.8003172	2627.4884095	102.499177	6	14
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	374	0.8831399	982.4108457	392.520862	3.3801332	2000-2009 –> 2010-2019	1.6680797	0.7849398	2632.1492994	811.863426	12	14
SO	(28.1,28.15]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	374	0.8368101	942.1037418	441.961201	2.2723267	2000-2009 –> 2010-2019	1.6719374	0.8351274	2677.9905552	665.960827	2	24
SO	(28.1,28.15]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	374	0.8458493	948.1402787	114.295230	2.6595760	2000-2009 –> 2010-2019	1.6825138	0.8366645	2684.5832476	216.240362	3	26
SO	(28.1,28.15]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	374	0.8941131	991.6476145	570.612671	3.5561752	2000-2009 –> 2010-2019	1.6897341	0.7956210	2660.1732839	1191.687861	13	17
SO	(28.1,28.15]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	374	0.9047637	1000.5051058	396.655186	3.6099492	2000-2009 –> 2010-2019	1.7023284	0.7975646	2672.4222407	819.792960	14	19
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1883	1.0049325	5376.2525780	227.518272	5.2750742	1982-1999 –> 2000-2009	2.0929145	1.0879820	12987.7445489	363.020278	1	2
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1883	1.0149238	5413.5103408	145.603551	5.2836579	1982-1999 –> 2000-2009	2.1329904	1.1180666	13162.8568758	224.911817	2	6
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1883	1.0338207	5482.9846402	168.099183	5.4198746	1982-1999 –> 2000-2009	2.1505273	1.1167067	13226.1801882	286.636606	7	10
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1883	1.0278826	5461.2909932	195.014846	5.2716830	1982-1999 –> 2000-2009	2.1764611	1.1485786	13346.7124877	302.709979	5	11
SO	(28.1,28.2]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	1883	1.1792541	5978.6686676	169.905618	7.4879114	1982-1999 –> 2000-2009	2.2837446	1.1044904	13666.2712106	269.944649	33	35
SO	(28.1,28.2]	4	cstar_tref ~ sal + nitrate + phosphate + phosphate_star	1883	1.1859580	5998.0172256	133.144987	8.0975814	1982-1999 –> 2000-2009	2.3045304	1.1185723	13747.6493572	199.929996	35	40
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1883	1.0931038	5692.9761860	104.108721	7.2656701	1982-1999 –> 2000-2009	2.4599057	1.3668019	14457.5334505	134.844967	16	31
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1883	1.1208337	5787.3204866	107.631652	6.4424768	1982-1999 –> 2000-2009	2.4626061	1.3417724	14458.4686466	145.837277	21	31
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1883	1.1193972	5782.4909957	106.675613	6.4894773	1982-1999 –> 2000-2009	2.4633378	1.3439406	14461.7992799	137.863136	19	31
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1883	1.1448530	5867.1728671	154.164517	6.7592633	1982-1999 –> 2000-2009	2.4857149	1.3408619	14534.8900247	197.762040	26	35
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	2400	1.1161547	7352.3742905	104.526606	8.1076340	2000-2009 –> 2010-2019	2.1210871	1.0049325	12728.6268684	332.044878	1	2
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	2400	1.1203545	7370.4016158	108.903933	8.0137007	2000-2009 –> 2010-2019	2.1352783	1.0149238	12783.9119566	254.507484	2	4
SO	(28.1,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	2400	1.1238404	7385.3135363	146.868893	7.9649193	2000-2009 –> 2010-2019	2.1517230	1.0278826	12846.6045295	341.883739	3	8
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	2400	1.1264736	7396.5467790	117.596356	7.9576278	2000-2009 –> 2010-2019	2.1602943	1.0338207	12879.5314192	285.695539	4	11
SO	(28.1,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	2400	1.1456888	7477.7338490	116.456805	8.2660546	2000-2009 –> 2010-2019	2.1736552	1.0279664	12939.3321290	269.537647	5	11
SO	(28.1,28.2]	4	cstar_tref ~ sal + aou + nitrate + phosphate	2400	1.1655418	7558.1979412	97.306924	8.5729691	2000-2009 –> 2010-2019	2.2078906	1.0423488	13070.1214331	235.053120	6	15
SO	(28.1,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	2400	1.2097965	7739.0754133	128.154769	8.6244136	2000-2009 –> 2010-2019	2.2341127	1.0243162	13187.2770348	339.047540	7	10
SO	(28.1,28.2]	4	cstar_tref ~ temp + aou + nitrate + phosphate_star	2400	1.2098589	7737.3229265	91.570064	8.6110287	2000-2009 –> 2010-2019	2.2363983	1.0265394	13191.6896141	281.686556	8	12
SO	(28.1,28.2]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	2400	1.2213252	7784.6000278	133.243272	8.4971004	2000-2009 –> 2010-2019	2.2628504	1.0415253	13295.5468723	310.298840	9	17
SO	(28.1,28.2]	4	cstar_tref ~ temp + nitrate + phosphate + phosphate_star	2400	1.2216303	7783.7992267	96.712588	8.4652169	2000-2009 –> 2010-2019	2.2640692	1.0424388	13296.0479753	223.817704	10	20
SO	(28.15,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	801	0.8737536	2070.9387191	232.131058	2.4080595	1982-1999 –> 2000-2009	1.5925183	0.7187646	3643.9817147	489.801544	4	9
SO	(28.15,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	801	0.8701150	2064.2535243	38.914201	2.4126192	1982-1999 –> 2000-2009	1.5932065	0.7230915	3645.8910802	107.309843	2	10
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	801	0.8767499	2076.4228742	124.157206	2.3346087	1982-1999 –> 2000-2009	1.5975092	0.7207593	3653.4344243	339.032060	6	13
SO	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + silicate	801	0.8767510	2074.4248142	17.696552	2.3337758	1982-1999 –> 2000-2009	1.6008664	0.7241154	3656.0887421	58.548533	7	17
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	801	0.8682312	2060.7812636	126.817445	2.3981308	1982-1999 –> 2000-2009	1.6069924	0.7387613	3673.1196257	352.225270	1	12
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	801	0.9100671	2136.1718715	131.313993	2.4634853	1982-1999 –> 2000-2009	1.6174209	0.7073538	3686.2986431	365.329477	13	14
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	801	0.9112233	2138.2058893	130.905936	2.4714024	1982-1999 –> 2000-2009	1.6254658	0.7142425	3702.2109890	365.184668	14	16
SO	(28.15,28.2]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	801	0.9119931	2139.5587350	184.725890	2.4805911	1982-1999 –> 2000-2009	1.6295205	0.7175273	3710.1345925	416.130770	15	18
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	801	0.9151267	2145.0537545	131.998441	2.4870131	1982-1999 –> 2000-2009	1.6337947	0.7186679	3717.9041424	365.732472	18	22
SO	(28.15,28.2]	4	cstar_tref ~ sal + aou + silicate + phosphate	801	0.9142575	2141.5314961	14.965490	2.5191352	1982-1999 –> 2000-2009	1.6382014	0.7239439	3722.8561855	40.781427	17	26
SO	(28.15,28.2]	5	cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star	477	0.8139121	1171.2359406	84.942150	2.2435377	2000-2009 –> 2010-2019	1.6848961	0.8709840	3237.0885705	130.186432	1	4
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	477	0.8191030	1177.3009666	263.447832	2.1201669	2000-2009 –> 2010-2019	1.6873341	0.8682312	3238.0822302	390.265277	2	3
SO	(28.15,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	477	0.8203180	1178.7150855	791.693456	2.1235719	2000-2009 –> 2010-2019	1.6940717	0.8737536	3249.6538046	1023.824514	3	7
SO	(28.15,28.2]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	477	0.8257215	1184.9785147	57.834103	2.1555726	2000-2009 –> 2010-2019	1.6958365	0.8701150	3249.2320389	96.748305	9	11
SO	(28.15,28.2]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	477	0.8207351	1177.2000237	74.007223	2.0972469	2000-2009 –> 2010-2019	1.6963880	0.8756529	3249.6172369	116.808668	4	9
SO	(28.15,28.2]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	477	0.8292101	1189.0006103	263.446298	2.1173075	2000-2009 –> 2010-2019	1.7059600	0.8767499	3265.4234845	387.603504	10	16
SO	(28.15,28.2]	4	cstar_tref ~ sal + aou + nitrate + silicate	477	0.8296227	1187.4751383	25.232367	2.0245747	2000-2009 –> 2010-2019	1.7063736	0.8767510	3261.8999525	42.928919	11	18
SO	(28.15,28.2]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	477	0.8247327	1183.8354055	908.694084	2.2631204	2000-2009 –> 2010-2019	1.7216792	0.8969465	3296.7428998	1711.350707	8	16
SO	(28.15,28.2]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	477	0.8233674	1182.2548629	76.629748	2.3004821	2000-2009 –> 2010-2019	1.7226415	0.8992740	3299.3140802	122.160817	7	16
SO	(28.15,28.2]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	477	0.8220927	1180.7767297	76.786805	2.3173421	2000-2009 –> 2010-2019	1.7232120	0.9011193	3301.1198789	122.363678	6	16
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	2852	1.1498422	8904.0448262	660.543352	6.5560087	1982-1999 –> 2000-2009	1.9802395	0.8303973	16020.6290781	1141.165857	1	4
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	2852	1.1962830	9129.8921460	136.939826	4.7606143	1982-1999 –> 2000-2009	1.9804534	0.7841703	15916.5549851	284.811347	2	3
SO	(28.2, Inf]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	2852	1.2185316	9233.0013073	82.151180	5.3200180	1982-1999 –> 2000-2009	2.0164357	0.7979041	16117.6698086	199.852008	4	6
SO	(28.2, Inf]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	2852	1.2013954	9152.2166856	100.416265	4.9937825	1982-1999 –> 2000-2009	2.0870878	0.8856924	16638.1217546	233.359971	3	22
SO	(28.2, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	2852	1.3433477	9789.2452048	66.958871	6.5109644	1982-1999 –> 2000-2009	2.2051595	0.8618118	17117.7133188	135.294835	5	10
SO	(28.2, Inf]	3	cstar_tref ~ temp + nitrate + phosphate_star	2852	1.3476924	9805.6637233	66.156745	6.1800930	1982-1999 –> 2000-2009	2.2097697	0.8620773	17133.9062766	134.123471	6	12
SO	(28.2, Inf]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	2852	1.3591270	9855.8554860	141.851496	6.1639483	1982-1999 –> 2000-2009	2.2719199	0.9127929	17515.3629815	333.904515	7	30
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	2852	1.4308237	10151.0852086	60.565746	5.5067147	1982-1999 –> 2000-2009	2.2923030	0.8614793	17479.3306082	97.246296	8	12
SO	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + silicate	2852	1.4778935	10333.7092091	13.588500	7.0381512	1982-1999 –> 2000-2009	2.3475840	0.8696904	17714.5957520	21.145637	12	26
SO	(28.2, Inf]	4	cstar_tref ~ temp + aou + nitrate + silicate	2852	1.4531305	10237.3252127	22.781726	6.1831432	1982-1999 –> 2000-2009	2.3476990	0.8945686	17780.6680597	40.273885	9	30
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1512	0.8671989	3873.9895653	186.692859	3.7848209	2000-2009 –> 2010-2019	2.0634819	1.1962830	13003.8817112	323.632684	1	3
SO	(28.2, Inf]	4	cstar_tref ~ temp + nitrate + silicate + phosphate_star	1512	0.8672812	3872.2765388	132.049123	3.7704742	2000-2009 –> 2010-2019	2.0858128	1.2185316	13105.2778461	214.200303	2	6
SO	(28.2, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1512	0.9416745	4123.1410069	560.046808	4.0977870	2000-2009 –> 2010-2019	2.0915167	1.1498422	13027.1858331	1220.590160	4	5
SO	(28.2, Inf]	4	cstar_tref ~ sal + nitrate + silicate + phosphate_star	1512	0.9473204	4139.2176058	158.853288	4.0114184	2000-2009 –> 2010-2019	2.1487159	1.2013954	13291.4342914	259.269553	6	9
SO	(28.2, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	1512	0.9184185	4045.5212948	85.134047	6.5288543	2000-2009 –> 2010-2019	2.2617662	1.3433477	13834.7664996	152.092917	3	8
SO	(28.2, Inf]	3	cstar_tref ~ temp + nitrate + phosphate_star	1512	0.9459896	4132.9665017	85.111063	7.1677384	2000-2009 –> 2010-2019	2.2936820	1.3476924	13938.6302250	151.267808	5	11
SO	(28.2, Inf]	4	cstar_tref ~ aou + nitrate + silicate + phosphate_star	1512	0.9987004	4298.9375273	147.380768	4.0882668	2000-2009 –> 2010-2019	2.3578274	1.3591270	14154.7930133	289.232264	7	14
SO	(28.2, Inf]	4	cstar_tref ~ temp + aou + nitrate + silicate	1512	1.0140357	4345.0190928	15.548350	4.7140455	2000-2009 –> 2010-2019	2.4671662	1.4531305	14582.3443056	38.330076	22	30
SO	(28.2, Inf]	4	cstar_tref ~ sal + aou + nitrate + silicate	1512	1.0140351	4345.0173174	6.797146	4.7122439	2000-2009 –> 2010-2019	2.4919287	1.4778935	14678.7265264	20.385645	21	32
SO	(28.2, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1512	1.0066364	4324.8721743	149.452734	5.0165016	2000-2009 –> 2010-2019	2.4957184	1.4890821	14703.6013898	282.912834	8	21
SO	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1343	0.8822946	3488.9030302	54.929843	3.9838276	1982-1999 –> 2000-2009	2.2201849	1.3378903	10989.4254162	80.020297	1	5
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1343	0.8837996	3493.4809379	23.219151	3.9707161	1982-1999 –> 2000-2009	2.2225777	1.3387781	10996.9073677	43.079228	2	8
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1343	0.8866927	3502.2591717	30.909099	3.9774767	1982-1999 –> 2000-2009	2.2242989	1.3376062	11001.8516058	51.809536	3	6
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1343	0.8898493	3511.8040815	31.364411	3.9611651	1982-1999 –> 2000-2009	2.2278620	1.3380127	11012.7269162	54.996209	7	12
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1343	1.0039769	3835.9297875	6.488351	3.3591473	1982-1999 –> 2000-2009	2.3290579	1.3250809	11294.3337669	12.084677	15	17
SO	(28.2,28.3]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	1343	1.0057002	3838.5362392	4.421503	3.3356362	1982-1999 –> 2000-2009	2.3687339	1.3630337	11418.5721197	7.983237	16	24
SO	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star	1343	1.2352055	4392.6523543	8.893280	3.6738397	1982-1999 –> 2000-2009	2.5475503	1.3123449	11808.7735957	15.013392	21	22
SO	(28.2,28.3]	4	cstar_tref ~ sal + aou + nitrate + phosphate_star	1343	1.2355210	4391.3385065	7.626144	3.6102043	1982-1999 –> 2000-2009	2.5753602	1.3398391	11896.2332853	10.966532	22	29
SO	(28.2,28.3]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1343	1.2914771	4512.3117813	22.673341	4.0515870	1982-1999 –> 2000-2009	2.6849455	1.3934684	12191.0270579	31.250446	23	36
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1343	1.2925089	4514.4567185	8.402621	4.0507831	1982-1999 –> 2000-2009	2.6856331	1.3931242	12192.0904524	14.638259	26	38
SO	(28.2,28.3]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1671	1.5284874	6174.0317343	65.309602	18.8304684	2000-2009 –> 2010-2019	2.4107820	0.8822946	9662.9347645	120.239445	5	6
SO	(28.2,28.3]	5	cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star	1671	1.5220785	6159.9894206	31.250274	18.8403589	2000-2009 –> 2010-2019	2.4112295	0.8891510	9669.6850431	56.096306	1	5
SO	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate	1671	1.5221655	6160.1803662	25.314801	18.8334603	2000-2009 –> 2010-2019	2.4119381	0.8897726	9671.7530131	46.344882	2	8
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	1671	1.5291693	6175.5223813	32.663040	18.8347968	2000-2009 –> 2010-2019	2.4129689	0.8837996	9669.0033192	55.882192	6	8
SO	(28.2,28.3]	5	cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star	1671	1.5225047	6160.9249585	25.851432	18.8122948	2000-2009 –> 2010-2019	2.4141223	0.8916177	9678.0616751	46.688621	3	12
SO	(28.2,28.3]	5	cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star	1671	1.5229428	6161.8865013	38.828887	18.7961340	2000-2009 –> 2010-2019	2.4163929	0.8934501	9684.5378245	67.636257	4	15
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	1671	1.5302212	6177.8203839	45.923897	18.8306390	2000-2009 –> 2010-2019	2.4169139	0.8866927	9680.0795556	76.832996	7	10
SO	(28.2,28.3]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1671	1.5318296	6181.3312870	49.154871	18.8494556	2000-2009 –> 2010-2019	2.4216788	0.8898493	9693.1353686	80.519282	8	15
SO	(28.2,28.3]	4	cstar_tref ~ aou + nitrate + phosphate + phosphate_star	1671	1.5471531	6212.5967314	29.521967	19.4853117	2000-2009 –> 2010-2019	2.4365005	0.8893474	9720.8855086	47.863841	12	17
SO	(28.2,28.3]	4	cstar_tref ~ temp + aou + nitrate + phosphate	1671	1.5470133	6212.2946942	24.006310	19.4762516	2000-2009 –> 2010-2019	2.4369417	0.8899283	9722.3374351	40.555262	11	19
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	803	0.6271957	1543.6216977	40.010778	1.8480945	1982-1999 –> 2000-2009	1.3900013	0.7628056	3955.0351020	63.940523	1	10
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	803	0.7004360	1720.9953706	47.249739	4.5276780	1982-1999 –> 2000-2009	1.3943688	0.6939328	3934.8252980	76.440777	10	11
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	803	0.7002077	1720.4716944	7.129847	4.5182552	1982-1999 –> 2000-2009	1.3947443	0.6945366	3936.1176633	11.024921	9	11
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	803	0.7001814	1720.4113502	7.091700	4.5171970	1982-1999 –> 2000-2009	1.3947886	0.6946072	3936.2694960	11.907743	8	11
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	803	0.7000663	1720.1474797	209.541790	4.5115103	1982-1999 –> 2000-2009	1.3948698	0.6948035	3936.5956481	315.697972	7	11
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + silicate	803	0.7273335	1781.5127187	7.494844	4.8116521	1982-1999 –> 2000-2009	1.4362207	0.7088873	4039.8616442	12.432462	11	16
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star	803	0.6466925	1592.7850969	363.882151	1.8739608	1982-1999 –> 2000-2009	1.4671810	0.8204884	4156.4065443	751.144903	5	17
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	803	0.6466236	1592.6138739	317.655027	1.8751053	1982-1999 –> 2000-2009	1.4678495	0.8212259	4158.1110991	635.127140	4	17
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate	803	0.6460981	1591.3082866	328.892556	1.8755739	1982-1999 –> 2000-2009	1.4678794	0.8217812	4158.2171221	645.225764	3	17
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	803	0.6456688	1590.2406405	740.795316	1.8775444	1982-1999 –> 2000-2009	1.4679131	0.8222443	4158.3256800	1192.048331	2	17
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star	1167	0.5346129	1864.2229150	7.428995	3.8090520	2000-2009 –> 2010-2019	1.1618086	0.6271957	3407.8446127	47.439773	4	5
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star	1167	0.5279260	1834.8455170	876.884725	4.8700725	2000-2009 –> 2010-2019	1.1735948	0.6456688	3425.0861575	1617.680041	2	4
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + nitrate + phosphate_star	1167	0.5287540	1838.5033029	869.662327	4.8735535	2000-2009 –> 2010-2019	1.1753776	0.6466236	3431.1171768	1187.317354	3	6
SO	(28.3, Inf]	4	cstar_tref ~ sal + temp + nitrate + phosphate_star	1167	0.5835981	2066.8440278	7.428459	3.2793098	2000-2009 –> 2010-2019	1.2325339	0.6489357	3663.1901929	43.500073	6	10
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + nitrate + silicate + phosphate	1167	0.5039694	1726.4531227	962.068283	5.9624831	2000-2009 –> 2010-2019	1.2540688	0.7500994	3557.4638858	1261.535045	1	11
SO	(28.3, Inf]	5	cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star	1167	0.6168343	2198.1189703	97.405483	4.0351499	2000-2009 –> 2010-2019	1.3169006	0.7000663	3918.2664500	306.947273	10	15
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate	1167	0.6168199	2198.0646172	8.325456	4.0373214	2000-2009 –> 2010-2019	1.3170013	0.7001814	3918.4759673	15.417155	9	15
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + aou + silicate + phosphate_star	1167	0.6168129	2198.0381132	4.502943	4.0384395	2000-2009 –> 2010-2019	1.3170206	0.7002077	3918.5098076	11.632789	8	15
SO	(28.3, Inf]	5	cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star	1167	0.6167773	2197.9033753	8.696117	4.0443619	2000-2009 –> 2010-2019	1.3172133	0.7004360	3918.8987459	55.945856	7	15
SO	(28.3, Inf]	4	cstar_tref ~ sal + aou + nitrate + phosphate	1167	0.5461407	1912.0156926	874.387883	6.0470288	2000-2009 –> 2010-2019	1.3333261	0.7871854	3818.5288012	1155.488348	5	24

5.4.2 per fitting unit

lm_best %>%
  select(-n_predictors) %>%
  group_by(basin, gamma_slab, eras) %>% 
  summarise(rmse_sum_mean = mean(rmse_sum),
            ais_sum_mean = mean(aic_sum)) %>% 
  ungroup() %>% 
  kable() %>%
  add_header_above() %>%
  kable_styling() %>%
  scroll_box(width = "100%", height = "400px")

basin	gamma_slab	eras	rmse_sum_mean	ais_sum_mean
Atlantic	(-Inf,26]	1982-1999 –> 2000-2009	9.0634494	6722.37604
Atlantic	(-Inf,26]	2000-2009 –> 2010-2019	9.9993986	6124.92214
Atlantic	(26,26.5]	1982-1999 –> 2000-2009	11.8652423	7013.43839
Atlantic	(26,26.5]	2000-2009 –> 2010-2019	10.9600146	6425.28080
Atlantic	(26.5,26.75]	1982-1999 –> 2000-2009	8.5199865	4973.94063
Atlantic	(26.5,26.75]	2000-2009 –> 2010-2019	9.6531444	4349.85578
Atlantic	(26.75,27]	1982-1999 –> 2000-2009	7.1467483	7028.41520
Atlantic	(26.75,27]	2000-2009 –> 2010-2019	8.2378483	6713.24525
Atlantic	(27,27.25]	1982-1999 –> 2000-2009	6.5274567	11122.68443
Atlantic	(27,27.25]	2000-2009 –> 2010-2019	7.1074409	10545.82450
Atlantic	(27.25,27.5]	1982-1999 –> 2000-2009	4.7722185	18689.21579
Atlantic	(27.25,27.5]	2000-2009 –> 2010-2019	5.2355061	17028.85153
Atlantic	(27.5,27.75]	1982-1999 –> 2000-2009	2.9862588	19480.89392
Atlantic	(27.5,27.75]	2000-2009 –> 2010-2019	3.5093022	19109.81300
Atlantic	(27.75,27.85]	1982-1999 –> 2000-2009	3.0263997	5225.74055
Atlantic	(27.75,27.85]	2000-2009 –> 2010-2019	3.4685334	5481.11435
Atlantic	(27.85,27.95]	1982-1999 –> 2000-2009	5.1012896	14467.44442
Atlantic	(27.85,27.95]	2000-2009 –> 2010-2019	5.0540448	12174.82394
Atlantic	(27.95,28.05]	1982-1999 –> 2000-2009	5.8993873	33136.28990
Atlantic	(27.95,28.05]	2000-2009 –> 2010-2019	5.8454686	27497.15550
Atlantic	(28.05,28.1]	1982-1999 –> 2000-2009	2.5778520	5865.87416
Atlantic	(28.05,28.1]	2000-2009 –> 2010-2019	2.8127934	5031.29292
Atlantic	(28.1,28.15]	1982-1999 –> 2000-2009	1.9469883	4727.94209
Atlantic	(28.1,28.15]	2000-2009 –> 2010-2019	1.8263946	4069.75983
Atlantic	(28.15,28.2]	1982-1999 –> 2000-2009	4.1196676	4774.69305
Atlantic	(28.15,28.2]	2000-2009 –> 2010-2019	4.4016146	4670.15671
Atlantic	(28.2, Inf]	1982-1999 –> 2000-2009	3.2285628	4113.55914
Atlantic	(28.2, Inf]	2000-2009 –> 2010-2019	3.8777266	4068.24634
Indian	(-Inf,26]	1982-1999 –> 2000-2009	6.4295937	7573.90136
Indian	(-Inf,26]	2000-2009 –> 2010-2019	5.3344794	4476.49110
Indian	(26,26.5]	1982-1999 –> 2000-2009	5.3769152	10006.17264
Indian	(26,26.5]	2000-2009 –> 2010-2019	5.2412495	5821.02845
Indian	(26.5,26.75]	1982-1999 –> 2000-2009	5.0944292	8552.40705
Indian	(26.5,26.75]	2000-2009 –> 2010-2019	5.3465748	5330.42760
Indian	(26.75,27]	1982-1999 –> 2000-2009	5.9324104	8215.16961
Indian	(26.75,27]	2000-2009 –> 2010-2019	5.3288985	4356.69971
Indian	(27,27.25]	1982-1999 –> 2000-2009	4.5555211	7397.49110
Indian	(27,27.25]	2000-2009 –> 2010-2019	4.5904344	4181.15878
Indian	(27.25,27.5]	1982-1999 –> 2000-2009	4.0162081	11532.42900
Indian	(27.25,27.5]	2000-2009 –> 2010-2019	4.0668581	6658.68607
Indian	(27.5,27.75]	1982-1999 –> 2000-2009	3.0949761	9038.99009
Indian	(27.5,27.75]	2000-2009 –> 2010-2019	3.1039732	5788.50252
Indian	(27.75,27.85]	1982-1999 –> 2000-2009	2.2256168	3626.05654
Indian	(27.75,27.85]	2000-2009 –> 2010-2019	1.9451331	1935.73681
Indian	(27.85,27.95]	1982-1999 –> 2000-2009	1.4786098	4003.70981
Indian	(27.85,27.95]	2000-2009 –> 2010-2019	1.2439686	2006.30896
Indian	(27.95,28.05]	1982-1999 –> 2000-2009	1.0223890	4269.22491
Indian	(27.95,28.05]	2000-2009 –> 2010-2019	0.9422018	2198.09377
Indian	(28.05,28.1]	1982-1999 –> 2000-2009	0.8715269	1539.26507
Indian	(28.05,28.1]	2000-2009 –> 2010-2019	0.8007781	824.21267
Indian	(28.1,28.2]	1982-1999 –> 2000-2009	1.6073885	5985.85073
Indian	(28.1,28.2]	2000-2009 –> 2010-2019	1.2752646	2412.43791
Indian	(28.2,28.3]	1982-1999 –> 2000-2009	1.1143119	1597.60504
Indian	(28.2,28.3]	2000-2009 –> 2010-2019	0.9032516	965.30510
Indian	(28.3, Inf]	1982-1999 –> 2000-2009	0.0139676	-192.48611
N_Atlantic	(-Inf,26]	1982-1999 –> 2000-2009	1.0949725	150.63848
N_Atlantic	(-Inf,26]	2000-2009 –> 2010-2019	1.1303233	152.25912
N_Atlantic	(26,26.5]	1982-1999 –> 2000-2009	2.6710082	376.09061
N_Atlantic	(26,26.5]	2000-2009 –> 2010-2019	2.4901503	293.97148
N_Atlantic	(26.5,26.75]	1982-1999 –> 2000-2009	4.1004339	1081.84767
N_Atlantic	(26.5,26.75]	2000-2009 –> 2010-2019	3.2414961	497.88124
N_Atlantic	(26.75,27]	1982-1999 –> 2000-2009	3.6915234	4314.18680
N_Atlantic	(26.75,27]	2000-2009 –> 2010-2019	3.5123604	2821.96362
N_Atlantic	(27,27.25]	1982-1999 –> 2000-2009	3.4739015	7600.95805
N_Atlantic	(27,27.25]	2000-2009 –> 2010-2019	3.2492574	4837.80544
N_Atlantic	(27.25,27.5]	1982-1999 –> 2000-2009	2.5630005	11212.78586
N_Atlantic	(27.25,27.5]	2000-2009 –> 2010-2019	2.6897833	7791.28695
N_Atlantic	(27.5,27.75]	1982-1999 –> 2000-2009	4.0298611	30433.06751
N_Atlantic	(27.5,27.75]	2000-2009 –> 2010-2019	4.4997296	24112.28837
N_Atlantic	(27.75,27.85]	1982-1999 –> 2000-2009	2.7511482	13266.43211
N_Atlantic	(27.75,27.85]	2000-2009 –> 2010-2019	2.9149177	11464.24690
N_Atlantic	(27.85,27.95]	1982-1999 –> 2000-2009	2.8573366	32266.30532
N_Atlantic	(27.85,27.95]	2000-2009 –> 2010-2019	3.3377515	28903.48417
N_Atlantic	(27.95,28.05]	1982-1999 –> 2000-2009	2.8900984	40629.03709
N_Atlantic	(27.95,28.05]	2000-2009 –> 2010-2019	3.2698943	25636.73613
N_Atlantic	(28.05,28.1]	1982-1999 –> 2000-2009	4.8590404	6818.16105
N_Atlantic	(28.05,28.1]	2000-2009 –> 2010-2019	5.4069650	5618.95125
N_Atlantic	(28.1,28.15]	1982-1999 –> 2000-2009	6.2539418	5494.24883
N_Atlantic	(28.1,28.15]	2000-2009 –> 2010-2019	5.3317387	4343.29510
N_Atlantic	(28.15,28.2]	1982-1999 –> 2000-2009	3.2631296	1940.90365
N_Atlantic	(28.15,28.2]	2000-2009 –> 2010-2019	3.5257998	1110.47884
N_Atlantic	(28.2, Inf]	1982-1999 –> 2000-2009	2.3700087	902.69999
N_Atlantic	(28.2, Inf]	2000-2009 –> 2010-2019	1.3743094	621.43185
N_Pacific	(-Inf,26]	1982-1999 –> 2000-2009	10.9778389	4080.78224
N_Pacific	(-Inf,26]	2000-2009 –> 2010-2019	11.9311918	3399.24207
N_Pacific	(26,26.5]	1982-1999 –> 2000-2009	7.3147153	5082.02038
N_Pacific	(26,26.5]	2000-2009 –> 2010-2019	7.1432703	5798.31265
N_Pacific	(26.5,26.75]	1982-1999 –> 2000-2009	4.9825007	4594.97059
N_Pacific	(26.5,26.75]	2000-2009 –> 2010-2019	6.1981790	5654.49552
N_Pacific	(26.75,27]	1982-1999 –> 2000-2009	2.2730615	4255.80037
N_Pacific	(26.75,27]	2000-2009 –> 2010-2019	3.0034410	5595.74071
N_Pacific	(27,27.25]	1982-1999 –> 2000-2009	1.1604665	4693.91070
N_Pacific	(27,27.25]	2000-2009 –> 2010-2019	1.4644664	6490.44409
N_Pacific	(27.25,27.5]	1982-1999 –> 2000-2009	0.7036932	2181.66132
N_Pacific	(27.25,27.5]	2000-2009 –> 2010-2019	0.8581203	3641.65422
N_Pacific	(27.5,27.75]	1982-1999 –> 2000-2009	0.7135927	2111.70054
N_Pacific	(27.5,27.75]	2000-2009 –> 2010-2019	0.7034151	2281.70791
N_Pacific	(27.75,27.85]	1982-1999 –> 2000-2009	0.5172317	101.04766
N_Pacific	(27.75,27.85]	2000-2009 –> 2010-2019	0.4352173	-266.04069
N_Pacific	(27.85,27.95]	1982-1999 –> 2000-2009	0.5639130	117.19695
N_Pacific	(27.85,27.95]	2000-2009 –> 2010-2019	0.3768334	-728.49973
N_Pacific	(27.95,28.05]	1982-1999 –> 2000-2009	0.3318036	-1427.62426
N_Pacific	(27.95,28.05]	2000-2009 –> 2010-2019	0.3136245	-2113.09680
N_Pacific	(28.05,28.1]	1982-1999 –> 2000-2009	0.2558249	-996.73329
N_Pacific	(28.05,28.1]	2000-2009 –> 2010-2019	0.2247966	-1958.00902
N_Pacific	(28.1,28.2]	1982-1999 –> 2000-2009	0.5767443	688.01859
N_Pacific	(28.1,28.2]	2000-2009 –> 2010-2019	0.5025654	57.98896
N_Pacific	(28.2,28.3]	1982-1999 –> 2000-2009	0.2300732	-676.98874
N_Pacific	(28.2,28.3]	2000-2009 –> 2010-2019	0.2831024	-1214.65835
Pacific	(-Inf,26]	1982-1999 –> 2000-2009	19.0221816	47989.04653
Pacific	(-Inf,26]	2000-2009 –> 2010-2019	17.9277645	65172.28841
Pacific	(26,26.5]	1982-1999 –> 2000-2009	11.5269213	21603.50496
Pacific	(26,26.5]	2000-2009 –> 2010-2019	12.3186480	23112.73686
Pacific	(26.5,26.75]	1982-1999 –> 2000-2009	9.4672285	15593.86727
Pacific	(26.5,26.75]	2000-2009 –> 2010-2019	9.6574995	18447.73820
Pacific	(26.75,27]	1982-1999 –> 2000-2009	7.7564533	18630.44428
Pacific	(26.75,27]	2000-2009 –> 2010-2019	7.9940831	24960.86326
Pacific	(27,27.25]	1982-1999 –> 2000-2009	5.6122520	26377.35427
Pacific	(27,27.25]	2000-2009 –> 2010-2019	5.7092033	36079.93944
Pacific	(27.25,27.5]	1982-1999 –> 2000-2009	3.2538447	27793.25661
Pacific	(27.25,27.5]	2000-2009 –> 2010-2019	3.7556997	37333.83749
Pacific	(27.5,27.75]	1982-1999 –> 2000-2009	1.9040488	17397.88044
Pacific	(27.5,27.75]	2000-2009 –> 2010-2019	1.9993744	25546.51433
Pacific	(27.75,27.85]	1982-1999 –> 2000-2009	1.3611723	5676.14504
Pacific	(27.75,27.85]	2000-2009 –> 2010-2019	1.4814580	8728.52807
Pacific	(27.85,27.95]	1982-1999 –> 2000-2009	1.4859336	8282.77998
Pacific	(27.85,27.95]	2000-2009 –> 2010-2019	1.5268632	10844.68551
Pacific	(27.95,28.05]	1982-1999 –> 2000-2009	1.5774617	11534.21276
Pacific	(27.95,28.05]	2000-2009 –> 2010-2019	1.5411508	13632.19017
Pacific	(28.05,28.1]	1982-1999 –> 2000-2009	1.2516579	5623.01572
Pacific	(28.05,28.1]	2000-2009 –> 2010-2019	1.1662957	6980.66473
Pacific	(28.1,28.2]	1982-1999 –> 2000-2009	1.5361925	11374.04306
Pacific	(28.1,28.2]	2000-2009 –> 2010-2019	1.5632059	15125.55830
Pacific	(28.2,28.3]	1982-1999 –> 2000-2009	0.8975774	3104.94584
Pacific	(28.2,28.3]	2000-2009 –> 2010-2019	0.8432409	3472.44637
SO	(-Inf,26]	1982-1999 –> 2000-2009	1.7781360	206.34541
SO	(-Inf,26]	2000-2009 –> 2010-2019	2.0893217	169.94266
SO	(26,26.5]	1982-1999 –> 2000-2009	4.8507985	2160.82285
SO	(26,26.5]	2000-2009 –> 2010-2019	4.5640730	1560.77110
SO	(26.5,26.75]	1982-1999 –> 2000-2009	5.7345186	3675.64661
SO	(26.5,26.75]	2000-2009 –> 2010-2019	5.3663570	2855.87957
SO	(26.75,27]	1982-1999 –> 2000-2009	4.2619822	6534.60310
SO	(26.75,27]	2000-2009 –> 2010-2019	3.8399742	5000.05733
SO	(27,27.25]	1982-1999 –> 2000-2009	3.0820539	10106.78813
SO	(27,27.25]	2000-2009 –> 2010-2019	2.9089024	7745.23896
SO	(27.25,27.5]	1982-1999 –> 2000-2009	2.5070120	16635.96887
SO	(27.25,27.5]	2000-2009 –> 2010-2019	2.9232699	15190.30521
SO	(27.5,27.75]	1982-1999 –> 2000-2009	2.6544084	16398.09690
SO	(27.5,27.75]	2000-2009 –> 2010-2019	3.2179960	17233.26531
SO	(27.75,27.85]	1982-1999 –> 2000-2009	2.9214472	7934.26105
SO	(27.75,27.85]	2000-2009 –> 2010-2019	3.2210524	8190.01927
SO	(27.85,27.95]	1982-1999 –> 2000-2009	3.1157682	13662.91719
SO	(27.85,27.95]	2000-2009 –> 2010-2019	3.2186175	12827.73690
SO	(27.95,28.05]	1982-1999 –> 2000-2009	3.6404391	28401.98045
SO	(27.95,28.05]	2000-2009 –> 2010-2019	4.3878776	27668.43570
SO	(28.05,28.1]	1982-1999 –> 2000-2009	2.9260199	13406.02992
SO	(28.05,28.1]	2000-2009 –> 2010-2019	3.1245683	13244.24002
SO	(28.1,28.15]	1982-1999 –> 2000-2009	1.5344606	3516.99438
SO	(28.1,28.15]	2000-2009 –> 2010-2019	1.6651282	2643.96197
SO	(28.1,28.2]	1982-1999 –> 2000-2009	2.3012733	13805.01061
SO	(28.1,28.2]	2000-2009 –> 2010-2019	2.1947359	13021.86898
SO	(28.15,28.2]	1982-1999 –> 2000-2009	1.6135496	3681.19201
SO	(28.15,28.2]	2000-2009 –> 2010-2019	1.7038393	3264.81742
SO	(28.2, Inf]	1982-1999 –> 2000-2009	2.1738652	16943.45526
SO	(28.2, Inf]	2000-2009 –> 2010-2019	2.2757616	13832.06416
SO	(28.2,28.3]	1982-1999 –> 2000-2009	2.4086204	11480.19416
SO	(28.2,28.3]	2000-2009 –> 2010-2019	2.4189469	9685.24135
SO	(28.3, Inf]	1982-1999 –> 2000-2009	1.4275816	4036.97653
SO	(28.3, Inf]	2000-2009 –> 2010-2019	1.2598846	3697.73818

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)

Past versions of rmse_correlation_across_eras_all_models-1.png

Version	Author	Date
6c70952	Donghe-Zhu	2021-08-01
2666bd7	Donghe-Zhu	2021-08-01
e51cfa2	Donghe-Zhu	2021-08-01
78cbc18	Donghe-Zhu	2021-08-01
c55d4d7	Donghe-Zhu	2021-08-01
26741db	Donghe-Zhu	2021-08-01
ca539b5	Donghe-Zhu	2021-08-01
1e98138	Donghe-Zhu	2021-08-01
777b9e9	Donghe-Zhu	2021-08-01
b110c47	Donghe-Zhu	2021-08-01
3611a48	Donghe-Zhu	2021-08-01
af832ef	Donghe-Zhu	2021-07-31
016f9ed	Donghe-Zhu	2021-07-31
2080ac5	Donghe-Zhu	2021-07-31
50f0a16	Donghe-Zhu	2021-07-31
1682579	Donghe-Zhu	2021-07-31
9fa8832	Donghe-Zhu	2021-07-31
4abf542	Donghe-Zhu	2021-07-31
a2483f0	Donghe-Zhu	2021-07-31
3300527	Donghe-Zhu	2021-07-31
afeb6fd	Donghe-Zhu	2021-07-31
cb3ef32	Donghe-Zhu	2021-07-31
6528618	Donghe-Zhu	2021-07-31
f50925e	Donghe-Zhu	2021-07-31
f4de2f3	Donghe-Zhu	2021-07-30
43bc7b4	Donghe-Zhu	2021-07-30
f8c34a8	Donghe-Zhu	2021-07-30
4f897c4	Donghe-Zhu	2021-07-30
0f6e960	Donghe-Zhu	2021-07-30
fe067ea	Donghe-Zhu	2021-07-30
fbca39a	Donghe-Zhu	2021-07-30
f945f95	Donghe-Zhu	2021-07-30
a3006cd	Donghe-Zhu	2021-07-30
a55ffdc	Donghe-Zhu	2021-07-30
d5e4458	Donghe-Zhu	2021-07-30
10a97ef	Donghe-Zhu	2021-07-30
1c501fd	Donghe-Zhu	2021-07-30
68bce3f	Donghe-Zhu	2021-07-30
400c457	Donghe-Zhu	2021-07-29
3ba7852	Donghe-Zhu	2021-07-29
ec68363	Donghe-Zhu	2021-07-28
d3018f6	Donghe-Zhu	2021-07-28
b8ba2c4	Donghe-Zhu	2021-07-28
a4ddd84	Donghe-Zhu	2021-07-27
7ef49ab	Donghe-Zhu	2021-07-27
da818c0	Donghe-Zhu	2021-07-27
8623898	Donghe-Zhu	2021-07-27
f84b77c	Donghe-Zhu	2021-07-27
70ad9a5	Donghe-Zhu	2021-07-27
0d0b48d	Donghe-Zhu	2021-07-27
d0d97c6	Donghe-Zhu	2021-07-27
829510d	Donghe-Zhu	2021-07-27
780627d	Donghe-Zhu	2021-07-27
e9838c9	Donghe-Zhu	2021-07-27
2777f33	Donghe-Zhu	2021-07-27
d19760f	Donghe-Zhu	2021-07-27
cac5680	Donghe-Zhu	2021-07-23
7bb279a	Donghe-Zhu	2021-07-23
d52eac4	Donghe-Zhu	2021-07-23
dcf34b1	Donghe-Zhu	2021-07-23
419cb72	Donghe-Zhu	2021-07-22
9447d10	Donghe-Zhu	2021-07-22
639c9a0	Donghe-Zhu	2021-07-22
25bb96f	Donghe-Zhu	2021-07-22
cdc98a3	Donghe-Zhu	2021-07-22
e4805a1	Donghe-Zhu	2021-07-22
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
698b6f0	Donghe-Zhu	2021-07-20
d84a1cb	Donghe-Zhu	2021-07-20
4dce223	Donghe-Zhu	2021-07-20
6f28c0c	Donghe-Zhu	2021-07-20
db1e7b7	Donghe-Zhu	2021-07-19
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
57d0420	Donghe-Zhu	2021-07-16
c1be8f6	Donghe-Zhu	2021-07-16
26a7c15	Donghe-Zhu	2021-07-16
046902b	Donghe-Zhu	2021-07-16
3d4ac14	Donghe-Zhu	2021-07-15
be6fff9	Donghe-Zhu	2021-07-15
b473472	Donghe-Zhu	2021-07-15
363270a	Donghe-Zhu	2021-07-15
8b75a03	Donghe-Zhu	2021-07-15
a01e135	Donghe-Zhu	2021-07-07
bc83ef2	Donghe-Zhu	2021-07-07
75e7b07	Donghe-Zhu	2021-07-06
697aa6d	Donghe-Zhu	2021-07-06
d52e2de	Donghe-Zhu	2021-07-06
f2bde6b	Donghe-Zhu	2021-07-06
1133f28	Donghe-Zhu	2021-07-06
fe3a1cd	Donghe-Zhu	2021-07-06
d9cdf15	Donghe-Zhu	2021-07-06
ee4cd2d	Donghe-Zhu	2021-07-06
93821c1	Donghe-Zhu	2021-07-05
d44db8e	Donghe-Zhu	2021-07-05
20b3436	Donghe-Zhu	2021-07-05
d982ea5	Donghe-Zhu	2021-07-05
7397e53	Donghe-Zhu	2021-07-05
f2e4805	Donghe-Zhu	2021-07-05
e2d011a	Donghe-Zhu	2021-07-05
85e0349	Donghe-Zhu	2021-07-05
6ee0146	Donghe-Zhu	2021-07-05
a482a6b	Donghe-Zhu	2021-07-05
f59f1b3	Donghe-Zhu	2021-07-05
116bcab	Donghe-Zhu	2021-07-04
cb1c8dc	Donghe-Zhu	2021-07-04
c9bdd83	Donghe-Zhu	2021-07-04
1920ad9	Donghe-Zhu	2021-07-04
0b02791	Donghe-Zhu	2021-06-25
caf62d8	Donghe-Zhu	2021-06-25
90a9da5	Donghe-Zhu	2021-06-25
bb413c8	Donghe-Zhu	2021-06-25
e7a5266	Donghe-Zhu	2021-06-24
7c57720	Donghe-Zhu	2021-06-24
b5b95a9	Donghe-Zhu	2021-06-24
472aad4	Donghe-Zhu	2021-06-24
d517836	Donghe-Zhu	2021-06-24
9221bfe	Donghe-Zhu	2021-06-24
bff5fbf	Donghe-Zhu	2021-06-23
256a616	Donghe-Zhu	2021-06-23
00072e2	Donghe-Zhu	2021-06-23
7431530	Donghe-Zhu	2021-06-20
d20c383	Donghe-Zhu	2021-06-18
b0874a2	Donghe-Zhu	2021-06-17
72c2f2e	Donghe-Zhu	2021-06-15
d97dcb6	Donghe-Zhu	2021-06-08
25dda1d	Donghe-Zhu	2021-06-08
bd2bcc3	Donghe-Zhu	2021-06-08
e9b27d7	Donghe-Zhu	2021-06-07
7ae0d4b	Donghe-Zhu	2021-06-07
325391f	Donghe-Zhu	2021-06-07
ed89970	Donghe-Zhu	2021-06-07
df37958	Donghe-Zhu	2021-06-07
812bf63	Donghe-Zhu	2021-06-06
65c89c8	Donghe-Zhu	2021-06-06
9baa3b2	Donghe-Zhu	2021-06-06
b7d99cf	Donghe-Zhu	2021-06-06
5d8fa90	Donghe-Zhu	2021-06-06
dbe2a95	Donghe-Zhu	2021-05-28
d50b039	Donghe-Zhu	2021-05-28
441ebe5	Donghe-Zhu	2021-05-28
6262ad3	Donghe-Zhu	2021-05-28
a61aa77	Donghe-Zhu	2021-05-28
b8dbce4	Donghe-Zhu	2021-05-28
94a833e	Donghe-Zhu	2021-05-27
5e0bd64	Donghe-Zhu	2021-05-27
af1eadd	Donghe-Zhu	2021-05-27
9179bfe	Donghe-Zhu	2021-05-27
28cbe5e	Donghe-Zhu	2021-05-27
a618f02	Donghe-Zhu	2021-05-27
4623e38	Donghe-Zhu	2021-05-27
b81bb49	Donghe-Zhu	2021-05-27
951e188	Donghe-Zhu	2021-05-27
e377833	Donghe-Zhu	2021-05-26
2705a04	Donghe-Zhu	2021-03-28
cd5f759	Donghe-Zhu	2021-03-28
75dda4d	Donghe-Zhu	2021-03-27
0b19f6e	Donghe-Zhu	2021-03-27
e2704ca	Donghe-Zhu	2021-03-27
3061a0b	Donghe-Zhu	2021-03-27
b883157	Donghe-Zhu	2021-03-27
d19654d	Donghe-Zhu	2021-03-26
6c53dbf	Donghe-Zhu	2021-03-25
1914a11	Donghe-Zhu	2021-03-24
8be810e	Donghe-Zhu	2021-03-23
bf19764	Donghe-Zhu	2021-03-22
3ec9d3d	Donghe-Zhu	2021-03-22
134ace1	Donghe-Zhu	2021-03-22
f6d70a4	Donghe-Zhu	2021-03-22
183443b	Donghe-Zhu	2021-03-21
2e6976b	Donghe-Zhu	2021-03-21
51a42bd	Donghe-Zhu	2021-03-16
f745381	Donghe-Zhu	2021-03-16
aecbf75	Donghe-Zhu	2021-03-14
1b2a0c2	Donghe-Zhu	2021-03-14
6733e48	Donghe-Zhu	2021-03-12
ba71e6a	Donghe-Zhu	2021-03-12
9dbf5bd	Donghe-Zhu	2021-03-11
a49df30	Donghe-Zhu	2021-03-11
b3348a5	Donghe-Zhu	2021-03-11
1c24ff7	Donghe-Zhu	2021-03-10
94ce5a8	Donghe-Zhu	2021-03-10
db33928	Donghe-Zhu	2021-03-10
3d1f470	Donghe-Zhu	2021-03-10
9b7bc66	Donghe-Zhu	2021-03-10
5365f80	Donghe-Zhu	2021-03-10
2b6c392	Donghe-Zhu	2021-03-10
9f58753	Donghe-Zhu	2021-03-10
9d5a62c	Donghe-Zhu	2021-03-10
5d1e70b	Donghe-Zhu	2021-03-10
2093979	Donghe-Zhu	2021-03-10
b865899	Donghe-Zhu	2021-03-10
cc2a956	Donghe-Zhu	2021-03-10
dba33c8	Donghe-Zhu	2021-03-09
17f1c4a	Donghe-Zhu	2021-03-09
c024d1a	Donghe-Zhu	2021-03-09
02f7242	Donghe-Zhu	2021-03-09
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
058e0a1	Donghe-Zhu	2021-03-08
112dea0	Donghe-Zhu	2021-03-08
1843412	Donghe-Zhu	2021-03-08
3fbbfa4	Donghe-Zhu	2021-03-07
627c8fb	Donghe-Zhu	2021-03-07
9ef3222	Donghe-Zhu	2021-03-05
8c1e978	Donghe-Zhu	2021-03-05
865f68c	Donghe-Zhu	2021-03-05
ee69bc1	Donghe-Zhu	2021-03-05
a79291f	Donghe-Zhu	2021-03-05
e8c6f30	Donghe-Zhu	2021-03-04
59288fe	Donghe-Zhu	2021-03-04
731abc8	Donghe-Zhu	2021-03-04
e2a5a33	Donghe-Zhu	2021-03-04
c7892c1	Donghe-Zhu	2021-03-04
924430b	Donghe-Zhu	2021-03-03
0d0bca1	Donghe-Zhu	2021-03-03
cb63c16	Donghe-Zhu	2021-03-03
ffda45a	Donghe-Zhu	2021-03-03
691ba81	Donghe-Zhu	2021-03-03
c5e45a2	Donghe-Zhu	2021-03-03
89c3e58	Donghe-Zhu	2021-03-03
c911669	Donghe-Zhu	2021-03-03
13666ca	Donghe-Zhu	2021-03-01
c6e60fe	Donghe-Zhu	2021-03-01
7a388f7	Donghe-Zhu	2021-03-01
799e913	Donghe-Zhu	2021-03-01
66ff99f	Donghe-Zhu	2021-03-01
ac9bb7a	Donghe-Zhu	2021-02-28
efdc047	Donghe-Zhu	2021-02-28
e9a7418	Donghe-Zhu	2021-02-28
287123c	Donghe-Zhu	2021-02-27
54d5b5b	Donghe-Zhu	2021-02-27
330f064	Donghe-Zhu	2021-02-27
adbc9bc	Donghe-Zhu	2021-02-27
5937141	Donghe-Zhu	2021-02-27
4414bbf	Donghe-Zhu	2021-02-27
a265efb	Donghe-Zhu	2021-02-27
19edd1e	Donghe-Zhu	2021-02-27
f20483f	Donghe-Zhu	2021-02-26
6a2c7b3	Donghe-Zhu	2021-02-25
02b976d	Donghe-Zhu	2021-02-24
354c224	Donghe-Zhu	2021-02-24
1a0a88a	Donghe-Zhu	2021-02-24
57f701e	Donghe-Zhu	2021-02-24
06f3149	Donghe-Zhu	2021-02-16
e3bba84	Donghe-Zhu	2021-02-15
5dce4b1	Donghe-Zhu	2021-02-15
4469a0c	Donghe-Zhu	2021-02-13
5ae6a69	Donghe-Zhu	2021-02-10
05385dc	Donghe-Zhu	2021-02-10
f791ae4	Donghe-Zhu	2021-02-09
f71ae34	Donghe-Zhu	2021-02-09
c011832	Donghe-Zhu	2021-02-09
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
2f095d7	Donghe-Zhu	2021-02-07
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
61666de	Donghe-Zhu	2021-01-31
865b582	Donghe-Zhu	2021-01-31
3e68089	Donghe-Zhu	2021-01-31
ecf335c	Donghe-Zhu	2021-01-31
a618965	Donghe-Zhu	2021-01-31
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
ae5c18f	Donghe-Zhu	2021-01-31
b50fe52	Donghe-Zhu	2021-01-31
ac99ae5	jens-daniel-mueller	2021-01-29
b5bdcaf	Donghe-Zhu	2021-01-29
442010d	Donghe-Zhu	2021-01-29
372adf5	Donghe-Zhu	2021-01-29
af8788e	Donghe-Zhu	2021-01-29
21c91c9	Donghe-Zhu	2021-01-29
eded038	Donghe-Zhu	2021-01-29
541d4dd	Donghe-Zhu	2021-01-29
6a75576	Donghe-Zhu	2021-01-28
16fba40	Donghe-Zhu	2021-01-28
12bc567	Donghe-Zhu	2021-01-27
ceed31b	Donghe-Zhu	2021-01-27
342402d	Donghe-Zhu	2021-01-27
5bad5c2	Donghe-Zhu	2021-01-27
61efb56	Donghe-Zhu	2021-01-25
48f638e	Donghe-Zhu	2021-01-25
c1cec47	Donghe-Zhu	2021-01-25
05ffb0c	Donghe-Zhu	2021-01-25
8b97165	Donghe-Zhu	2021-01-25
c569946	Donghe-Zhu	2021-01-24
a2f0d56	Donghe-Zhu	2021-01-23
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22
24cc264	jens-daniel-mueller	2021-01-22
7891955	Donghe-Zhu	2021-01-21
d4cf1cb	Donghe-Zhu	2021-01-21
1f3e5b6	jens-daniel-mueller	2021-01-20
0e7bdf1	jens-daniel-mueller	2021-01-15
4571843	jens-daniel-mueller	2021-01-14
b3564aa	jens-daniel-mueller	2021-01-14
8d032c3	jens-daniel-mueller	2021-01-14
17dee1d	jens-daniel-mueller	2021-01-13
7cdea0c	jens-daniel-mueller	2021-01-06
fa85b93	jens-daniel-mueller	2021-01-06
e5cb81a	Donghe-Zhu	2021-01-05
a499f10	Donghe-Zhu	2021-01-05
fb8a752	Donghe-Zhu	2020-12-23
8fae0b2	Donghe-Zhu	2020-12-21
c8b76b3	jens-daniel-mueller	2020-12-19

rm(max_rmse)

6.2.2 Best models

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

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

Past versions of rmse_correlation_across_eras_best_models-1.png

Version	Author	Date
6c70952	Donghe-Zhu	2021-08-01
2666bd7	Donghe-Zhu	2021-08-01
e51cfa2	Donghe-Zhu	2021-08-01
78cbc18	Donghe-Zhu	2021-08-01
c55d4d7	Donghe-Zhu	2021-08-01
26741db	Donghe-Zhu	2021-08-01
ca539b5	Donghe-Zhu	2021-08-01
1e98138	Donghe-Zhu	2021-08-01
777b9e9	Donghe-Zhu	2021-08-01
b110c47	Donghe-Zhu	2021-08-01
3611a48	Donghe-Zhu	2021-08-01
af832ef	Donghe-Zhu	2021-07-31
016f9ed	Donghe-Zhu	2021-07-31
2080ac5	Donghe-Zhu	2021-07-31
50f0a16	Donghe-Zhu	2021-07-31
1682579	Donghe-Zhu	2021-07-31
9fa8832	Donghe-Zhu	2021-07-31
4abf542	Donghe-Zhu	2021-07-31
a2483f0	Donghe-Zhu	2021-07-31
3300527	Donghe-Zhu	2021-07-31
afeb6fd	Donghe-Zhu	2021-07-31
cb3ef32	Donghe-Zhu	2021-07-31
6528618	Donghe-Zhu	2021-07-31
f50925e	Donghe-Zhu	2021-07-31
f4de2f3	Donghe-Zhu	2021-07-30
43bc7b4	Donghe-Zhu	2021-07-30
f8c34a8	Donghe-Zhu	2021-07-30
4f897c4	Donghe-Zhu	2021-07-30
0f6e960	Donghe-Zhu	2021-07-30
fe067ea	Donghe-Zhu	2021-07-30
fbca39a	Donghe-Zhu	2021-07-30
f945f95	Donghe-Zhu	2021-07-30
a3006cd	Donghe-Zhu	2021-07-30
a55ffdc	Donghe-Zhu	2021-07-30
d5e4458	Donghe-Zhu	2021-07-30
10a97ef	Donghe-Zhu	2021-07-30
1c501fd	Donghe-Zhu	2021-07-30
68bce3f	Donghe-Zhu	2021-07-30
400c457	Donghe-Zhu	2021-07-29
3ba7852	Donghe-Zhu	2021-07-29
ec68363	Donghe-Zhu	2021-07-28
d3018f6	Donghe-Zhu	2021-07-28
b8ba2c4	Donghe-Zhu	2021-07-28
a4ddd84	Donghe-Zhu	2021-07-27
7ef49ab	Donghe-Zhu	2021-07-27
da818c0	Donghe-Zhu	2021-07-27
8623898	Donghe-Zhu	2021-07-27
f84b77c	Donghe-Zhu	2021-07-27
70ad9a5	Donghe-Zhu	2021-07-27
0d0b48d	Donghe-Zhu	2021-07-27
d0d97c6	Donghe-Zhu	2021-07-27
829510d	Donghe-Zhu	2021-07-27
780627d	Donghe-Zhu	2021-07-27
e9838c9	Donghe-Zhu	2021-07-27
2777f33	Donghe-Zhu	2021-07-27
d19760f	Donghe-Zhu	2021-07-27
cac5680	Donghe-Zhu	2021-07-23
7bb279a	Donghe-Zhu	2021-07-23
d52eac4	Donghe-Zhu	2021-07-23
dcf34b1	Donghe-Zhu	2021-07-23
419cb72	Donghe-Zhu	2021-07-22
9447d10	Donghe-Zhu	2021-07-22
639c9a0	Donghe-Zhu	2021-07-22
25bb96f	Donghe-Zhu	2021-07-22
cdc98a3	Donghe-Zhu	2021-07-22
e4805a1	Donghe-Zhu	2021-07-22
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
698b6f0	Donghe-Zhu	2021-07-20
d84a1cb	Donghe-Zhu	2021-07-20
4dce223	Donghe-Zhu	2021-07-20
6f28c0c	Donghe-Zhu	2021-07-20
db1e7b7	Donghe-Zhu	2021-07-19
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
57d0420	Donghe-Zhu	2021-07-16
c1be8f6	Donghe-Zhu	2021-07-16
26a7c15	Donghe-Zhu	2021-07-16
046902b	Donghe-Zhu	2021-07-16
3d4ac14	Donghe-Zhu	2021-07-15
be6fff9	Donghe-Zhu	2021-07-15
b473472	Donghe-Zhu	2021-07-15
363270a	Donghe-Zhu	2021-07-15
8b75a03	Donghe-Zhu	2021-07-15
a01e135	Donghe-Zhu	2021-07-07
bc83ef2	Donghe-Zhu	2021-07-07
75e7b07	Donghe-Zhu	2021-07-06
697aa6d	Donghe-Zhu	2021-07-06
d52e2de	Donghe-Zhu	2021-07-06
f2bde6b	Donghe-Zhu	2021-07-06
1133f28	Donghe-Zhu	2021-07-06
fe3a1cd	Donghe-Zhu	2021-07-06
d9cdf15	Donghe-Zhu	2021-07-06
ee4cd2d	Donghe-Zhu	2021-07-06
93821c1	Donghe-Zhu	2021-07-05
d44db8e	Donghe-Zhu	2021-07-05
20b3436	Donghe-Zhu	2021-07-05
d982ea5	Donghe-Zhu	2021-07-05
7397e53	Donghe-Zhu	2021-07-05
f2e4805	Donghe-Zhu	2021-07-05
e2d011a	Donghe-Zhu	2021-07-05
85e0349	Donghe-Zhu	2021-07-05
6ee0146	Donghe-Zhu	2021-07-05
a482a6b	Donghe-Zhu	2021-07-05
f59f1b3	Donghe-Zhu	2021-07-05
116bcab	Donghe-Zhu	2021-07-04
cb1c8dc	Donghe-Zhu	2021-07-04
c9bdd83	Donghe-Zhu	2021-07-04
1920ad9	Donghe-Zhu	2021-07-04
0b02791	Donghe-Zhu	2021-06-25
caf62d8	Donghe-Zhu	2021-06-25
90a9da5	Donghe-Zhu	2021-06-25
bb413c8	Donghe-Zhu	2021-06-25
e7a5266	Donghe-Zhu	2021-06-24
7c57720	Donghe-Zhu	2021-06-24
b5b95a9	Donghe-Zhu	2021-06-24
472aad4	Donghe-Zhu	2021-06-24
d517836	Donghe-Zhu	2021-06-24
9221bfe	Donghe-Zhu	2021-06-24
bff5fbf	Donghe-Zhu	2021-06-23
256a616	Donghe-Zhu	2021-06-23
00072e2	Donghe-Zhu	2021-06-23
7431530	Donghe-Zhu	2021-06-20
d20c383	Donghe-Zhu	2021-06-18
b0874a2	Donghe-Zhu	2021-06-17
72c2f2e	Donghe-Zhu	2021-06-15
d97dcb6	Donghe-Zhu	2021-06-08
25dda1d	Donghe-Zhu	2021-06-08
bd2bcc3	Donghe-Zhu	2021-06-08
e9b27d7	Donghe-Zhu	2021-06-07
7ae0d4b	Donghe-Zhu	2021-06-07
325391f	Donghe-Zhu	2021-06-07
ed89970	Donghe-Zhu	2021-06-07
df37958	Donghe-Zhu	2021-06-07
812bf63	Donghe-Zhu	2021-06-06
65c89c8	Donghe-Zhu	2021-06-06
9baa3b2	Donghe-Zhu	2021-06-06
b7d99cf	Donghe-Zhu	2021-06-06
5d8fa90	Donghe-Zhu	2021-06-06
dbe2a95	Donghe-Zhu	2021-05-28
d50b039	Donghe-Zhu	2021-05-28
441ebe5	Donghe-Zhu	2021-05-28
6262ad3	Donghe-Zhu	2021-05-28
a61aa77	Donghe-Zhu	2021-05-28
b8dbce4	Donghe-Zhu	2021-05-28
94a833e	Donghe-Zhu	2021-05-27
5e0bd64	Donghe-Zhu	2021-05-27
af1eadd	Donghe-Zhu	2021-05-27
9179bfe	Donghe-Zhu	2021-05-27
28cbe5e	Donghe-Zhu	2021-05-27
a618f02	Donghe-Zhu	2021-05-27
4623e38	Donghe-Zhu	2021-05-27
b81bb49	Donghe-Zhu	2021-05-27
951e188	Donghe-Zhu	2021-05-27
e377833	Donghe-Zhu	2021-05-26
2705a04	Donghe-Zhu	2021-03-28
cd5f759	Donghe-Zhu	2021-03-28
75dda4d	Donghe-Zhu	2021-03-27
0b19f6e	Donghe-Zhu	2021-03-27
e2704ca	Donghe-Zhu	2021-03-27
3061a0b	Donghe-Zhu	2021-03-27
b883157	Donghe-Zhu	2021-03-27
d19654d	Donghe-Zhu	2021-03-26
6c53dbf	Donghe-Zhu	2021-03-25
1914a11	Donghe-Zhu	2021-03-24
8be810e	Donghe-Zhu	2021-03-23
bf19764	Donghe-Zhu	2021-03-22
3ec9d3d	Donghe-Zhu	2021-03-22
134ace1	Donghe-Zhu	2021-03-22
f6d70a4	Donghe-Zhu	2021-03-22
183443b	Donghe-Zhu	2021-03-21
2e6976b	Donghe-Zhu	2021-03-21
51a42bd	Donghe-Zhu	2021-03-16
f745381	Donghe-Zhu	2021-03-16
aecbf75	Donghe-Zhu	2021-03-14
1b2a0c2	Donghe-Zhu	2021-03-14
6733e48	Donghe-Zhu	2021-03-12
ba71e6a	Donghe-Zhu	2021-03-12
9dbf5bd	Donghe-Zhu	2021-03-11
a49df30	Donghe-Zhu	2021-03-11
b3348a5	Donghe-Zhu	2021-03-11
1c24ff7	Donghe-Zhu	2021-03-10
94ce5a8	Donghe-Zhu	2021-03-10
db33928	Donghe-Zhu	2021-03-10
3d1f470	Donghe-Zhu	2021-03-10
9b7bc66	Donghe-Zhu	2021-03-10
4168b43	Donghe-Zhu	2021-03-10
5365f80	Donghe-Zhu	2021-03-10
2b6c392	Donghe-Zhu	2021-03-10
9f58753	Donghe-Zhu	2021-03-10
fd528ed	Donghe-Zhu	2021-03-10
9d5a62c	Donghe-Zhu	2021-03-10
5d1e70b	Donghe-Zhu	2021-03-10
2093979	Donghe-Zhu	2021-03-10
b865899	Donghe-Zhu	2021-03-10
cc2a956	Donghe-Zhu	2021-03-10
60689fb	Donghe-Zhu	2021-03-10
dba33c8	Donghe-Zhu	2021-03-09
17f1c4a	Donghe-Zhu	2021-03-09
c024d1a	Donghe-Zhu	2021-03-09
02f7242	Donghe-Zhu	2021-03-09
6f50bc6	Donghe-Zhu	2021-03-09
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
058e0a1	Donghe-Zhu	2021-03-08
112dea0	Donghe-Zhu	2021-03-08
1843412	Donghe-Zhu	2021-03-08
3fbbfa4	Donghe-Zhu	2021-03-07
627c8fb	Donghe-Zhu	2021-03-07
9ef3222	Donghe-Zhu	2021-03-05
8c1e978	Donghe-Zhu	2021-03-05
865f68c	Donghe-Zhu	2021-03-05
ee69bc1	Donghe-Zhu	2021-03-05
a79291f	Donghe-Zhu	2021-03-05
e8c6f30	Donghe-Zhu	2021-03-04
59288fe	Donghe-Zhu	2021-03-04
731abc8	Donghe-Zhu	2021-03-04
e2a5a33	Donghe-Zhu	2021-03-04
c7892c1	Donghe-Zhu	2021-03-04
924430b	Donghe-Zhu	2021-03-03
0d0bca1	Donghe-Zhu	2021-03-03
cb63c16	Donghe-Zhu	2021-03-03
ffda45a	Donghe-Zhu	2021-03-03
691ba81	Donghe-Zhu	2021-03-03
c5e45a2	Donghe-Zhu	2021-03-03
89c3e58	Donghe-Zhu	2021-03-03
c407a50	Donghe-Zhu	2021-03-03
c911669	Donghe-Zhu	2021-03-03
b71c719	Donghe-Zhu	2021-03-01
13666ca	Donghe-Zhu	2021-03-01
c6e60fe	Donghe-Zhu	2021-03-01
7a388f7	Donghe-Zhu	2021-03-01
799e913	Donghe-Zhu	2021-03-01
66ff99f	Donghe-Zhu	2021-03-01
ac9bb7a	Donghe-Zhu	2021-02-28
efdc047	Donghe-Zhu	2021-02-28
e9a7418	Donghe-Zhu	2021-02-28
e152917	Donghe-Zhu	2021-02-28
287123c	Donghe-Zhu	2021-02-27
54d5b5b	Donghe-Zhu	2021-02-27
330f064	Donghe-Zhu	2021-02-27
adbc9bc	Donghe-Zhu	2021-02-27
5937141	Donghe-Zhu	2021-02-27
4414bbf	Donghe-Zhu	2021-02-27
a265efb	Donghe-Zhu	2021-02-27
19edd1e	Donghe-Zhu	2021-02-27
f20483f	Donghe-Zhu	2021-02-26
6a2c7b3	Donghe-Zhu	2021-02-25
354c224	Donghe-Zhu	2021-02-24
1a0a88a	Donghe-Zhu	2021-02-24
57f701e	Donghe-Zhu	2021-02-24
06f3149	Donghe-Zhu	2021-02-16
401eab3	Donghe-Zhu	2021-02-15
e3bba84	Donghe-Zhu	2021-02-15
5dce4b1	Donghe-Zhu	2021-02-15
4469a0c	Donghe-Zhu	2021-02-13
5ae6a69	Donghe-Zhu	2021-02-10
05385dc	Donghe-Zhu	2021-02-10
f791ae4	Donghe-Zhu	2021-02-09
f71ae34	Donghe-Zhu	2021-02-09
c011832	Donghe-Zhu	2021-02-09
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
2f095d7	Donghe-Zhu	2021-02-07
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
e2ffc14	Donghe-Zhu	2021-02-05
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
a518739	Donghe-Zhu	2021-02-01
61666de	Donghe-Zhu	2021-01-31
865b582	Donghe-Zhu	2021-01-31
3e68089	Donghe-Zhu	2021-01-31
ecf335c	Donghe-Zhu	2021-01-31
a618965	Donghe-Zhu	2021-01-31
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
ae5c18f	Donghe-Zhu	2021-01-31
b50fe52	Donghe-Zhu	2021-01-31
ac99ae5	jens-daniel-mueller	2021-01-29
b5bdcaf	Donghe-Zhu	2021-01-29
442010d	Donghe-Zhu	2021-01-29
372adf5	Donghe-Zhu	2021-01-29
af8788e	Donghe-Zhu	2021-01-29
21c91c9	Donghe-Zhu	2021-01-29
eded038	Donghe-Zhu	2021-01-29
541d4dd	Donghe-Zhu	2021-01-29
6a75576	Donghe-Zhu	2021-01-28
16fba40	Donghe-Zhu	2021-01-28
12bc567	Donghe-Zhu	2021-01-27
ceed31b	Donghe-Zhu	2021-01-27
342402d	Donghe-Zhu	2021-01-27
5bad5c2	Donghe-Zhu	2021-01-27
61efb56	Donghe-Zhu	2021-01-25
48f638e	Donghe-Zhu	2021-01-25
c1cec47	Donghe-Zhu	2021-01-25
05ffb0c	Donghe-Zhu	2021-01-25
8b97165	Donghe-Zhu	2021-01-25
c569946	Donghe-Zhu	2021-01-24
a2f0d56	Donghe-Zhu	2021-01-23
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22
24cc264	jens-daniel-mueller	2021-01-22
7891955	Donghe-Zhu	2021-01-21
d4cf1cb	Donghe-Zhu	2021-01-21
1f3e5b6	jens-daniel-mueller	2021-01-20
0e7bdf1	jens-daniel-mueller	2021-01-15
4571843	jens-daniel-mueller	2021-01-14
b3564aa	jens-daniel-mueller	2021-01-14
8d032c3	jens-daniel-mueller	2021-01-14
17dee1d	jens-daniel-mueller	2021-01-13
7cdea0c	jens-daniel-mueller	2021-01-06
fa85b93	jens-daniel-mueller	2021-01-06
e5cb81a	Donghe-Zhu	2021-01-05
a499f10	Donghe-Zhu	2021-01-05
fb8a752	Donghe-Zhu	2020-12-23
8fae0b2	Donghe-Zhu	2020-12-21
c8b76b3	jens-daniel-mueller	2020-12-19

rm(max_rmse)

6.3 Predictor counts

The number of models where a particular predictor was included were counted for each basin, density slab and compared eras

# calculate cases of predictor used
lm_all_stats <- lm_best_long %>% 
  filter(term != "(Intercept)",
         delta_coeff != 0) %>% 
  group_by(basin, eras, gamma_slab) %>% 
  count(term) %>% 
  ungroup() %>% 
  pivot_wider(values_from = n,
              names_from = term,
              values_fill = 0)

# print table
lm_all_stats %>%
  gt(rowname_col = "gamma_slab",
     groupname_col = c("basin", "eras")) %>% 
  summary_rows(
    groups = TRUE,
    fns = list(total = "sum")
  )

	aou	nitrate	phosphate	phosphate_star	sal	silicate	temp
Atlantic - 1982-1999 --> 2000-2009
(-Inf,26]	9	10	7	7	4	3	7
(26,26.5]	5	10	8	5	5	10	5
(26.5,26.75]	7	6	6	7	7	10	6
(26.75,27]	7	6	7	6	10	7	6
(27,27.25]	8	7	7	5	10	6	5
(27.25,27.5]	6	10	6	6	10	5	4
(27.5,27.75]	7	10	6	5	4	8	7
(27.75,27.85]	7	10	5	6	4	4	8
(27.85,27.95]	7	6	5	8	5	8	9
(27.95,28.05]	8	9	8	6	7	4	6
(28.05,28.1]	5	3	4	5	10	9	9
(28.1,28.15]	6	3	4	7	10	10	6
(28.15,28.2]	7	3	3	3	7	10	10
(28.2, Inf]	6	4	4	6	10	5	10
total	95.00	97.00	80.00	82.00	103.00	99.00	98.00
Atlantic - 2000-2009 --> 2010-2019
(-Inf,26]	9	10	6	8	5	4	6
(26,26.5]	7	10	6	4	4	10	7
(26.5,26.75]	5	8	7	6	6	10	7
(26.75,27]	8	5	8	4	10	5	7
(27,27.25]	7	7	7	6	10	6	6
(27.25,27.5]	6	8	6	6	10	7	6
(27.5,27.75]	8	10	4	7	7	6	5
(27.75,27.85]	7	10	4	8	5	5	7
(27.85,27.95]	8	7	7	5	8	6	8
(27.95,28.05]	9	7	9	6	9	4	4
(28.05,28.1]	5	3	5	5	10	8	9
(28.1,28.15]	6	3	4	7	10	10	6
(28.15,28.2]	5	3	2	3	6	10	10
(28.2, Inf]	7	3	4	5	10	5	10
total	97.00	94.00	79.00	80.00	110.00	96.00	98.00
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	7	6	6
(27,27.25]	8	10	7	5	6	5	7
(27.25,27.5]	7	10	7	6	6	5	7
(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]	3	2	5	8	10	6	8
(28.05,28.1]	4	3	5	6	10	5	10
(28.1,28.2]	5	3	4	8	10	5	9
(28.2,28.3]	4	5	8	4	9	9	7
(28.3, Inf]	5	5	4	7	2	10	5
total	78.00	79.00	80.00	91.00	109.00	83.00	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	10	5
(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	6	6	7	7	7	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	4	9	9	7
total	69.00	75.00	70.00	86.00	105.00	82.00	109.00
N_Atlantic - 1982-1999 --> 2000-2009
(-Inf,26]	8	5	4	4	2	10	5
(26,26.5]	3	3	4	8	8	10	7
(26.5,26.75]	6	3	3	5	6	10	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]	6	4	4	6	5	10	10
(27.5,27.75]	6	5	8	6	10	8	4
(27.75,27.85]	5	3	7	7	10	10	5
(27.85,27.95]	8	5	8	7	5	10	6
(27.95,28.05]	6	5	4	7	9	10	6
(28.05,28.1]	6	8	1	6	7	10	6
(28.1,28.15]	5	4	4	6	10	8	8
(28.15,28.2]	5	8	5	5	10	8	4
(28.2, Inf]	8	3	4	6	10	10	6
total	86.00	62.00	64.00	83.00	102.00	134.00	97.00
N_Atlantic - 2000-2009 --> 2010-2019
(-Inf,26]	5	4	3	7	9	10	4
(26,26.5]	4	4	3	6	10	6	10
(26.5,26.75]	4	2	3	9	7	8	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]	8	2	6	6	5	10	8
(27.5,27.75]	6	4	7	7	10	9	5
(27.75,27.85]	5	3	7	7	10	10	5
(27.85,27.95]	6	6	10	5	7	10	4
(27.95,28.05]	6	10	3	6	10	5	4
(28.05,28.1]	6	6	3	6	9	10	6
(28.1,28.15]	4	4	3	8	10	9	7
(28.15,28.2]	6	6	3	6	10	8	8
(28.2, Inf]	6	4	4	5	10	10	7
total	80.00	61.00	63.00	88.00	117.00	125.00	98.00
N_Pacific - 1982-1999 --> 2000-2009
(-Inf,26]	5	7	6	8	7	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	7	4	5	8
(27.5,27.75]	5	10	4	5	10	7	6
(27.75,27.85]	5	7	5	5	10	10	5
(27.85,27.95]	6	4	6	8	10	8	5
(27.95,28.05]	5	6	5	10	10	5	5
(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	100.00	69.00	96.00	97.00	78.00	90.00
N_Pacific - 2000-2009 --> 2010-2019
(-Inf,26]	5	8	6	5	5	9	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	6	4	4	9
(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	6	6	5	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	75.00	108.00	69.00	87.00	94.00	78.00	95.00
Pacific - 1982-1999 --> 2000-2009
(-Inf,26]	6	9	6	4	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]	5	7	8	5	8	10	6
(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]	4	5	8	5	10	5	10
(27.95,28.05]	5	5	8	5	10	4	10
(28.05,28.1]	5	4	7	6	10	4	10
(28.1,28.2]	6	4	7	6	10	4	10
(28.2,28.3]	6	10	9	5	6	4	7
total	71.00	91.00	93.00	68.00	109.00	87.00	97.00
Pacific - 2000-2009 --> 2010-2019
(-Inf,26]	7	8	7	4	10	4	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	9	4	6	4	6
total	71.00	95.00	97.00	65.00	103.00	92.00	88.00
SO - 1982-1999 --> 2000-2009
(-Inf,26]	6	4	5	7	9	7	8
(26,26.5]	7	10	7	7	4	3	9
(26.5,26.75]	6	9	6	7	6	7	9
(26.75,27]	8	10	5	5	4	9	7
(27,27.25]	7	7	5	6	5	10	9
(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	5	6	5	4	7
(27.85,27.95]	9	10	5	9	4	6	4
(27.95,28.05]	7	10	6	7	4	8	6
(28.05,28.1]	5	10	7	7	3	10	5
(28.1,28.15]	8	5	4	6	10	10	5
(28.1,28.2]	5	7	7	9	10	5	6
(28.15,28.2]	8	5	5	5	10	10	5
(28.2, Inf]	5	10	0	7	6	8	6
(28.2,28.3]	6	8	5	9	10	4	6
(28.3, Inf]	7	6	6	7	10	6	8
total	122.00	141.00	87.00	114.00	114.00	121.00	109.00
SO - 2000-2009 --> 2010-2019
(-Inf,26]	4	3	4	7	2	1	8
(26,26.5]	7	10	7	7	4	3	9
(26.5,26.75]	7	10	5	6	5	7	9
(26.75,27]	9	10	4	4	4	10	5
(27,27.25]	8	10	6	6	4	10	4
(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	8	4	7	5
(27.85,27.95]	8	10	6	9	4	7	4
(27.95,28.05]	8	10	5	8	5	7	5
(28.05,28.1]	5	10	7	7	3	10	5
(28.1,28.15]	6	6	5	6	10	10	5
(28.1,28.2]	7	10	7	7	6	3	7
(28.15,28.2]	6	10	4	7	7	10	4
(28.2, Inf]	4	9	1	8	6	8	6
(28.2,28.3]	8	10	8	7	4	4	7
(28.3, Inf]	7	6	6	7	10	6	6
total	120.00	154.00	90.00	114.00	92.00	117.00	98.00

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)

Past versions of aic_vs_rmse_all_models-1.png

Version	Author	Date
6c70952	Donghe-Zhu	2021-08-01
2666bd7	Donghe-Zhu	2021-08-01
e51cfa2	Donghe-Zhu	2021-08-01
78cbc18	Donghe-Zhu	2021-08-01
c55d4d7	Donghe-Zhu	2021-08-01
26741db	Donghe-Zhu	2021-08-01
ca539b5	Donghe-Zhu	2021-08-01
1e98138	Donghe-Zhu	2021-08-01
777b9e9	Donghe-Zhu	2021-08-01
b110c47	Donghe-Zhu	2021-08-01
3611a48	Donghe-Zhu	2021-08-01
af832ef	Donghe-Zhu	2021-07-31
016f9ed	Donghe-Zhu	2021-07-31
2080ac5	Donghe-Zhu	2021-07-31
50f0a16	Donghe-Zhu	2021-07-31
1682579	Donghe-Zhu	2021-07-31
9fa8832	Donghe-Zhu	2021-07-31
4abf542	Donghe-Zhu	2021-07-31
a2483f0	Donghe-Zhu	2021-07-31
3300527	Donghe-Zhu	2021-07-31
afeb6fd	Donghe-Zhu	2021-07-31
cb3ef32	Donghe-Zhu	2021-07-31
6528618	Donghe-Zhu	2021-07-31
f50925e	Donghe-Zhu	2021-07-31
f4de2f3	Donghe-Zhu	2021-07-30
43bc7b4	Donghe-Zhu	2021-07-30
f8c34a8	Donghe-Zhu	2021-07-30
4f897c4	Donghe-Zhu	2021-07-30
0f6e960	Donghe-Zhu	2021-07-30
fe067ea	Donghe-Zhu	2021-07-30
fbca39a	Donghe-Zhu	2021-07-30
f945f95	Donghe-Zhu	2021-07-30
a3006cd	Donghe-Zhu	2021-07-30
a55ffdc	Donghe-Zhu	2021-07-30
d5e4458	Donghe-Zhu	2021-07-30
10a97ef	Donghe-Zhu	2021-07-30
1c501fd	Donghe-Zhu	2021-07-30
68bce3f	Donghe-Zhu	2021-07-30
400c457	Donghe-Zhu	2021-07-29
3ba7852	Donghe-Zhu	2021-07-29
ec68363	Donghe-Zhu	2021-07-28
d3018f6	Donghe-Zhu	2021-07-28
b8ba2c4	Donghe-Zhu	2021-07-28
a4ddd84	Donghe-Zhu	2021-07-27
7ef49ab	Donghe-Zhu	2021-07-27
da818c0	Donghe-Zhu	2021-07-27
8623898	Donghe-Zhu	2021-07-27
f84b77c	Donghe-Zhu	2021-07-27
70ad9a5	Donghe-Zhu	2021-07-27
0d0b48d	Donghe-Zhu	2021-07-27
d0d97c6	Donghe-Zhu	2021-07-27
829510d	Donghe-Zhu	2021-07-27
780627d	Donghe-Zhu	2021-07-27
e9838c9	Donghe-Zhu	2021-07-27
2777f33	Donghe-Zhu	2021-07-27
d19760f	Donghe-Zhu	2021-07-27
cac5680	Donghe-Zhu	2021-07-23
7bb279a	Donghe-Zhu	2021-07-23
d52eac4	Donghe-Zhu	2021-07-23
dcf34b1	Donghe-Zhu	2021-07-23
419cb72	Donghe-Zhu	2021-07-22
9447d10	Donghe-Zhu	2021-07-22
639c9a0	Donghe-Zhu	2021-07-22
25bb96f	Donghe-Zhu	2021-07-22
cdc98a3	Donghe-Zhu	2021-07-22
e4805a1	Donghe-Zhu	2021-07-22
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
698b6f0	Donghe-Zhu	2021-07-20
d84a1cb	Donghe-Zhu	2021-07-20
4dce223	Donghe-Zhu	2021-07-20
6f28c0c	Donghe-Zhu	2021-07-20
db1e7b7	Donghe-Zhu	2021-07-19
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
57d0420	Donghe-Zhu	2021-07-16
c1be8f6	Donghe-Zhu	2021-07-16
26a7c15	Donghe-Zhu	2021-07-16
046902b	Donghe-Zhu	2021-07-16
3d4ac14	Donghe-Zhu	2021-07-15
be6fff9	Donghe-Zhu	2021-07-15
b473472	Donghe-Zhu	2021-07-15
363270a	Donghe-Zhu	2021-07-15
8b75a03	Donghe-Zhu	2021-07-15
a01e135	Donghe-Zhu	2021-07-07
bc83ef2	Donghe-Zhu	2021-07-07
75e7b07	Donghe-Zhu	2021-07-06
697aa6d	Donghe-Zhu	2021-07-06
d52e2de	Donghe-Zhu	2021-07-06
f2bde6b	Donghe-Zhu	2021-07-06
1133f28	Donghe-Zhu	2021-07-06
fe3a1cd	Donghe-Zhu	2021-07-06
d9cdf15	Donghe-Zhu	2021-07-06
ee4cd2d	Donghe-Zhu	2021-07-06
93821c1	Donghe-Zhu	2021-07-05
d44db8e	Donghe-Zhu	2021-07-05
20b3436	Donghe-Zhu	2021-07-05
d982ea5	Donghe-Zhu	2021-07-05
7397e53	Donghe-Zhu	2021-07-05
f2e4805	Donghe-Zhu	2021-07-05
e2d011a	Donghe-Zhu	2021-07-05
85e0349	Donghe-Zhu	2021-07-05
6ee0146	Donghe-Zhu	2021-07-05
a482a6b	Donghe-Zhu	2021-07-05
f59f1b3	Donghe-Zhu	2021-07-05
116bcab	Donghe-Zhu	2021-07-04
cb1c8dc	Donghe-Zhu	2021-07-04
c9bdd83	Donghe-Zhu	2021-07-04
1920ad9	Donghe-Zhu	2021-07-04
0b02791	Donghe-Zhu	2021-06-25
caf62d8	Donghe-Zhu	2021-06-25
90a9da5	Donghe-Zhu	2021-06-25
bb413c8	Donghe-Zhu	2021-06-25
e7a5266	Donghe-Zhu	2021-06-24
7c57720	Donghe-Zhu	2021-06-24
b5b95a9	Donghe-Zhu	2021-06-24
472aad4	Donghe-Zhu	2021-06-24
d517836	Donghe-Zhu	2021-06-24
9221bfe	Donghe-Zhu	2021-06-24
bff5fbf	Donghe-Zhu	2021-06-23
256a616	Donghe-Zhu	2021-06-23
00072e2	Donghe-Zhu	2021-06-23
7431530	Donghe-Zhu	2021-06-20
d20c383	Donghe-Zhu	2021-06-18
b0874a2	Donghe-Zhu	2021-06-17
72c2f2e	Donghe-Zhu	2021-06-15
d97dcb6	Donghe-Zhu	2021-06-08
25dda1d	Donghe-Zhu	2021-06-08
bd2bcc3	Donghe-Zhu	2021-06-08
e9b27d7	Donghe-Zhu	2021-06-07
7ae0d4b	Donghe-Zhu	2021-06-07
325391f	Donghe-Zhu	2021-06-07
ed89970	Donghe-Zhu	2021-06-07
df37958	Donghe-Zhu	2021-06-07
812bf63	Donghe-Zhu	2021-06-06
65c89c8	Donghe-Zhu	2021-06-06
9baa3b2	Donghe-Zhu	2021-06-06
b7d99cf	Donghe-Zhu	2021-06-06
5d8fa90	Donghe-Zhu	2021-06-06
dbe2a95	Donghe-Zhu	2021-05-28
d50b039	Donghe-Zhu	2021-05-28
441ebe5	Donghe-Zhu	2021-05-28
6262ad3	Donghe-Zhu	2021-05-28
a61aa77	Donghe-Zhu	2021-05-28
b8dbce4	Donghe-Zhu	2021-05-28
94a833e	Donghe-Zhu	2021-05-27
5e0bd64	Donghe-Zhu	2021-05-27
af1eadd	Donghe-Zhu	2021-05-27
9179bfe	Donghe-Zhu	2021-05-27
28cbe5e	Donghe-Zhu	2021-05-27
a618f02	Donghe-Zhu	2021-05-27
4623e38	Donghe-Zhu	2021-05-27
b81bb49	Donghe-Zhu	2021-05-27
951e188	Donghe-Zhu	2021-05-27
e377833	Donghe-Zhu	2021-05-26
2705a04	Donghe-Zhu	2021-03-28
cd5f759	Donghe-Zhu	2021-03-28
75dda4d	Donghe-Zhu	2021-03-27
0b19f6e	Donghe-Zhu	2021-03-27
e2704ca	Donghe-Zhu	2021-03-27
3061a0b	Donghe-Zhu	2021-03-27
b883157	Donghe-Zhu	2021-03-27
d19654d	Donghe-Zhu	2021-03-26
6c53dbf	Donghe-Zhu	2021-03-25
1914a11	Donghe-Zhu	2021-03-24
8be810e	Donghe-Zhu	2021-03-23
bf19764	Donghe-Zhu	2021-03-22
3ec9d3d	Donghe-Zhu	2021-03-22
134ace1	Donghe-Zhu	2021-03-22
f6d70a4	Donghe-Zhu	2021-03-22
183443b	Donghe-Zhu	2021-03-21
2e6976b	Donghe-Zhu	2021-03-21
51a42bd	Donghe-Zhu	2021-03-16
f745381	Donghe-Zhu	2021-03-16
aecbf75	Donghe-Zhu	2021-03-14
1b2a0c2	Donghe-Zhu	2021-03-14
6733e48	Donghe-Zhu	2021-03-12
ba71e6a	Donghe-Zhu	2021-03-12
9dbf5bd	Donghe-Zhu	2021-03-11
a49df30	Donghe-Zhu	2021-03-11
b3348a5	Donghe-Zhu	2021-03-11
1c24ff7	Donghe-Zhu	2021-03-10
94ce5a8	Donghe-Zhu	2021-03-10
db33928	Donghe-Zhu	2021-03-10
3d1f470	Donghe-Zhu	2021-03-10
9b7bc66	Donghe-Zhu	2021-03-10
5365f80	Donghe-Zhu	2021-03-10
2b6c392	Donghe-Zhu	2021-03-10
9f58753	Donghe-Zhu	2021-03-10
9d5a62c	Donghe-Zhu	2021-03-10
5d1e70b	Donghe-Zhu	2021-03-10
2093979	Donghe-Zhu	2021-03-10
b865899	Donghe-Zhu	2021-03-10
cc2a956	Donghe-Zhu	2021-03-10
dba33c8	Donghe-Zhu	2021-03-09
17f1c4a	Donghe-Zhu	2021-03-09
c024d1a	Donghe-Zhu	2021-03-09
02f7242	Donghe-Zhu	2021-03-09
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
058e0a1	Donghe-Zhu	2021-03-08
112dea0	Donghe-Zhu	2021-03-08
1843412	Donghe-Zhu	2021-03-08
3fbbfa4	Donghe-Zhu	2021-03-07
627c8fb	Donghe-Zhu	2021-03-07
9ef3222	Donghe-Zhu	2021-03-05
8c1e978	Donghe-Zhu	2021-03-05
865f68c	Donghe-Zhu	2021-03-05
ee69bc1	Donghe-Zhu	2021-03-05
a79291f	Donghe-Zhu	2021-03-05
e8c6f30	Donghe-Zhu	2021-03-04
59288fe	Donghe-Zhu	2021-03-04
731abc8	Donghe-Zhu	2021-03-04
e2a5a33	Donghe-Zhu	2021-03-04
c7892c1	Donghe-Zhu	2021-03-04
924430b	Donghe-Zhu	2021-03-03
0d0bca1	Donghe-Zhu	2021-03-03
cb63c16	Donghe-Zhu	2021-03-03
ffda45a	Donghe-Zhu	2021-03-03
691ba81	Donghe-Zhu	2021-03-03
c5e45a2	Donghe-Zhu	2021-03-03
89c3e58	Donghe-Zhu	2021-03-03
c911669	Donghe-Zhu	2021-03-03
13666ca	Donghe-Zhu	2021-03-01
c6e60fe	Donghe-Zhu	2021-03-01
7a388f7	Donghe-Zhu	2021-03-01
799e913	Donghe-Zhu	2021-03-01
66ff99f	Donghe-Zhu	2021-03-01
ac9bb7a	Donghe-Zhu	2021-02-28
efdc047	Donghe-Zhu	2021-02-28
e9a7418	Donghe-Zhu	2021-02-28
287123c	Donghe-Zhu	2021-02-27
54d5b5b	Donghe-Zhu	2021-02-27
330f064	Donghe-Zhu	2021-02-27
adbc9bc	Donghe-Zhu	2021-02-27
5937141	Donghe-Zhu	2021-02-27
4414bbf	Donghe-Zhu	2021-02-27
a265efb	Donghe-Zhu	2021-02-27
19edd1e	Donghe-Zhu	2021-02-27
f20483f	Donghe-Zhu	2021-02-26
6a2c7b3	Donghe-Zhu	2021-02-25
02b976d	Donghe-Zhu	2021-02-24
354c224	Donghe-Zhu	2021-02-24
1a0a88a	Donghe-Zhu	2021-02-24
57f701e	Donghe-Zhu	2021-02-24
06f3149	Donghe-Zhu	2021-02-16
e3bba84	Donghe-Zhu	2021-02-15
5dce4b1	Donghe-Zhu	2021-02-15
4469a0c	Donghe-Zhu	2021-02-13
5ae6a69	Donghe-Zhu	2021-02-10
05385dc	Donghe-Zhu	2021-02-10
f791ae4	Donghe-Zhu	2021-02-09
f71ae34	Donghe-Zhu	2021-02-09
c011832	Donghe-Zhu	2021-02-09
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
2f095d7	Donghe-Zhu	2021-02-07
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
61666de	Donghe-Zhu	2021-01-31
865b582	Donghe-Zhu	2021-01-31
3e68089	Donghe-Zhu	2021-01-31
ecf335c	Donghe-Zhu	2021-01-31
a618965	Donghe-Zhu	2021-01-31
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
ae5c18f	Donghe-Zhu	2021-01-31
b50fe52	Donghe-Zhu	2021-01-31
ac99ae5	jens-daniel-mueller	2021-01-29
b5bdcaf	Donghe-Zhu	2021-01-29
442010d	Donghe-Zhu	2021-01-29
372adf5	Donghe-Zhu	2021-01-29
af8788e	Donghe-Zhu	2021-01-29
21c91c9	Donghe-Zhu	2021-01-29
eded038	Donghe-Zhu	2021-01-29
541d4dd	Donghe-Zhu	2021-01-29
6a75576	Donghe-Zhu	2021-01-28
16fba40	Donghe-Zhu	2021-01-28
12bc567	Donghe-Zhu	2021-01-27
ceed31b	Donghe-Zhu	2021-01-27
342402d	Donghe-Zhu	2021-01-27
5bad5c2	Donghe-Zhu	2021-01-27
61efb56	Donghe-Zhu	2021-01-25
48f638e	Donghe-Zhu	2021-01-25
c1cec47	Donghe-Zhu	2021-01-25
05ffb0c	Donghe-Zhu	2021-01-25
8b97165	Donghe-Zhu	2021-01-25
c569946	Donghe-Zhu	2021-01-24
a2f0d56	Donghe-Zhu	2021-01-23
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22
24cc264	jens-daniel-mueller	2021-01-22
7891955	Donghe-Zhu	2021-01-21
d4cf1cb	Donghe-Zhu	2021-01-21
1f3e5b6	jens-daniel-mueller	2021-01-20
0e7bdf1	jens-daniel-mueller	2021-01-15
4571843	jens-daniel-mueller	2021-01-14
b3564aa	jens-daniel-mueller	2021-01-14
8d032c3	jens-daniel-mueller	2021-01-14
17dee1d	jens-daniel-mueller	2021-01-13
7cdea0c	jens-daniel-mueller	2021-01-06
fa85b93	jens-daniel-mueller	2021-01-06
e5cb81a	Donghe-Zhu	2021-01-05
a499f10	Donghe-Zhu	2021-01-05
fb8a752	Donghe-Zhu	2020-12-23
8fae0b2	Donghe-Zhu	2020-12-21
c8b76b3	jens-daniel-mueller	2020-12-19

lm_best %>% 
  ggplot(aes(rmse, aic, col = gamma_slab)) +
  geom_point() +
  scale_color_viridis_d() +
  facet_grid(eras~basin)

Past versions of aic_vs_rmse_selected_models-1.png

Version	Author	Date
6c70952	Donghe-Zhu	2021-08-01
2666bd7	Donghe-Zhu	2021-08-01
e51cfa2	Donghe-Zhu	2021-08-01
78cbc18	Donghe-Zhu	2021-08-01
c55d4d7	Donghe-Zhu	2021-08-01
26741db	Donghe-Zhu	2021-08-01
ca539b5	Donghe-Zhu	2021-08-01
1e98138	Donghe-Zhu	2021-08-01
777b9e9	Donghe-Zhu	2021-08-01
b110c47	Donghe-Zhu	2021-08-01
3611a48	Donghe-Zhu	2021-08-01
af832ef	Donghe-Zhu	2021-07-31
016f9ed	Donghe-Zhu	2021-07-31
2080ac5	Donghe-Zhu	2021-07-31
50f0a16	Donghe-Zhu	2021-07-31
1682579	Donghe-Zhu	2021-07-31
9fa8832	Donghe-Zhu	2021-07-31
4abf542	Donghe-Zhu	2021-07-31
a2483f0	Donghe-Zhu	2021-07-31
3300527	Donghe-Zhu	2021-07-31
afeb6fd	Donghe-Zhu	2021-07-31
cb3ef32	Donghe-Zhu	2021-07-31
6528618	Donghe-Zhu	2021-07-31
f50925e	Donghe-Zhu	2021-07-31
f4de2f3	Donghe-Zhu	2021-07-30
43bc7b4	Donghe-Zhu	2021-07-30
f8c34a8	Donghe-Zhu	2021-07-30
4f897c4	Donghe-Zhu	2021-07-30
0f6e960	Donghe-Zhu	2021-07-30
fe067ea	Donghe-Zhu	2021-07-30
fbca39a	Donghe-Zhu	2021-07-30
f945f95	Donghe-Zhu	2021-07-30
a3006cd	Donghe-Zhu	2021-07-30
a55ffdc	Donghe-Zhu	2021-07-30
d5e4458	Donghe-Zhu	2021-07-30
10a97ef	Donghe-Zhu	2021-07-30
1c501fd	Donghe-Zhu	2021-07-30
68bce3f	Donghe-Zhu	2021-07-30
400c457	Donghe-Zhu	2021-07-29
3ba7852	Donghe-Zhu	2021-07-29
ec68363	Donghe-Zhu	2021-07-28
d3018f6	Donghe-Zhu	2021-07-28
b8ba2c4	Donghe-Zhu	2021-07-28
a4ddd84	Donghe-Zhu	2021-07-27
7ef49ab	Donghe-Zhu	2021-07-27
da818c0	Donghe-Zhu	2021-07-27
8623898	Donghe-Zhu	2021-07-27
f84b77c	Donghe-Zhu	2021-07-27
70ad9a5	Donghe-Zhu	2021-07-27
0d0b48d	Donghe-Zhu	2021-07-27
d0d97c6	Donghe-Zhu	2021-07-27
829510d	Donghe-Zhu	2021-07-27
780627d	Donghe-Zhu	2021-07-27
e9838c9	Donghe-Zhu	2021-07-27
2777f33	Donghe-Zhu	2021-07-27
d19760f	Donghe-Zhu	2021-07-27
cac5680	Donghe-Zhu	2021-07-23
7bb279a	Donghe-Zhu	2021-07-23
d52eac4	Donghe-Zhu	2021-07-23
dcf34b1	Donghe-Zhu	2021-07-23
419cb72	Donghe-Zhu	2021-07-22
9447d10	Donghe-Zhu	2021-07-22
639c9a0	Donghe-Zhu	2021-07-22
25bb96f	Donghe-Zhu	2021-07-22
cdc98a3	Donghe-Zhu	2021-07-22
e4805a1	Donghe-Zhu	2021-07-22
7957fd1	Donghe-Zhu	2021-07-21
b94be4e	Donghe-Zhu	2021-07-21
9950e70	Donghe-Zhu	2021-07-21
698b6f0	Donghe-Zhu	2021-07-20
d84a1cb	Donghe-Zhu	2021-07-20
4dce223	Donghe-Zhu	2021-07-20
6f28c0c	Donghe-Zhu	2021-07-20
db1e7b7	Donghe-Zhu	2021-07-19
ff0575d	Donghe-Zhu	2021-07-19
5d60eac	Donghe-Zhu	2021-07-19
57d0420	Donghe-Zhu	2021-07-16
c1be8f6	Donghe-Zhu	2021-07-16
26a7c15	Donghe-Zhu	2021-07-16
046902b	Donghe-Zhu	2021-07-16
3d4ac14	Donghe-Zhu	2021-07-15
be6fff9	Donghe-Zhu	2021-07-15
b473472	Donghe-Zhu	2021-07-15
363270a	Donghe-Zhu	2021-07-15
8b75a03	Donghe-Zhu	2021-07-15
a01e135	Donghe-Zhu	2021-07-07
bc83ef2	Donghe-Zhu	2021-07-07
75e7b07	Donghe-Zhu	2021-07-06
697aa6d	Donghe-Zhu	2021-07-06
d52e2de	Donghe-Zhu	2021-07-06
f2bde6b	Donghe-Zhu	2021-07-06
1133f28	Donghe-Zhu	2021-07-06
fe3a1cd	Donghe-Zhu	2021-07-06
d9cdf15	Donghe-Zhu	2021-07-06
ee4cd2d	Donghe-Zhu	2021-07-06
93821c1	Donghe-Zhu	2021-07-05
d44db8e	Donghe-Zhu	2021-07-05
20b3436	Donghe-Zhu	2021-07-05
d982ea5	Donghe-Zhu	2021-07-05
7397e53	Donghe-Zhu	2021-07-05
f2e4805	Donghe-Zhu	2021-07-05
e2d011a	Donghe-Zhu	2021-07-05
85e0349	Donghe-Zhu	2021-07-05
6ee0146	Donghe-Zhu	2021-07-05
a482a6b	Donghe-Zhu	2021-07-05
f59f1b3	Donghe-Zhu	2021-07-05
116bcab	Donghe-Zhu	2021-07-04
cb1c8dc	Donghe-Zhu	2021-07-04
c9bdd83	Donghe-Zhu	2021-07-04
1920ad9	Donghe-Zhu	2021-07-04
0b02791	Donghe-Zhu	2021-06-25
caf62d8	Donghe-Zhu	2021-06-25
90a9da5	Donghe-Zhu	2021-06-25
bb413c8	Donghe-Zhu	2021-06-25
e7a5266	Donghe-Zhu	2021-06-24
7c57720	Donghe-Zhu	2021-06-24
b5b95a9	Donghe-Zhu	2021-06-24
472aad4	Donghe-Zhu	2021-06-24
d517836	Donghe-Zhu	2021-06-24
9221bfe	Donghe-Zhu	2021-06-24
bff5fbf	Donghe-Zhu	2021-06-23
256a616	Donghe-Zhu	2021-06-23
00072e2	Donghe-Zhu	2021-06-23
7431530	Donghe-Zhu	2021-06-20
d20c383	Donghe-Zhu	2021-06-18
b0874a2	Donghe-Zhu	2021-06-17
72c2f2e	Donghe-Zhu	2021-06-15
d97dcb6	Donghe-Zhu	2021-06-08
25dda1d	Donghe-Zhu	2021-06-08
bd2bcc3	Donghe-Zhu	2021-06-08
e9b27d7	Donghe-Zhu	2021-06-07
7ae0d4b	Donghe-Zhu	2021-06-07
325391f	Donghe-Zhu	2021-06-07
ed89970	Donghe-Zhu	2021-06-07
df37958	Donghe-Zhu	2021-06-07
812bf63	Donghe-Zhu	2021-06-06
65c89c8	Donghe-Zhu	2021-06-06
9baa3b2	Donghe-Zhu	2021-06-06
b7d99cf	Donghe-Zhu	2021-06-06
5d8fa90	Donghe-Zhu	2021-06-06
dbe2a95	Donghe-Zhu	2021-05-28
d50b039	Donghe-Zhu	2021-05-28
441ebe5	Donghe-Zhu	2021-05-28
6262ad3	Donghe-Zhu	2021-05-28
a61aa77	Donghe-Zhu	2021-05-28
b8dbce4	Donghe-Zhu	2021-05-28
94a833e	Donghe-Zhu	2021-05-27
5e0bd64	Donghe-Zhu	2021-05-27
af1eadd	Donghe-Zhu	2021-05-27
9179bfe	Donghe-Zhu	2021-05-27
28cbe5e	Donghe-Zhu	2021-05-27
a618f02	Donghe-Zhu	2021-05-27
4623e38	Donghe-Zhu	2021-05-27
b81bb49	Donghe-Zhu	2021-05-27
951e188	Donghe-Zhu	2021-05-27
e377833	Donghe-Zhu	2021-05-26
2705a04	Donghe-Zhu	2021-03-28
cd5f759	Donghe-Zhu	2021-03-28
75dda4d	Donghe-Zhu	2021-03-27
0b19f6e	Donghe-Zhu	2021-03-27
e2704ca	Donghe-Zhu	2021-03-27
3061a0b	Donghe-Zhu	2021-03-27
b883157	Donghe-Zhu	2021-03-27
d19654d	Donghe-Zhu	2021-03-26
6c53dbf	Donghe-Zhu	2021-03-25
1914a11	Donghe-Zhu	2021-03-24
8be810e	Donghe-Zhu	2021-03-23
bf19764	Donghe-Zhu	2021-03-22
3ec9d3d	Donghe-Zhu	2021-03-22
134ace1	Donghe-Zhu	2021-03-22
f6d70a4	Donghe-Zhu	2021-03-22
183443b	Donghe-Zhu	2021-03-21
2e6976b	Donghe-Zhu	2021-03-21
51a42bd	Donghe-Zhu	2021-03-16
f745381	Donghe-Zhu	2021-03-16
aecbf75	Donghe-Zhu	2021-03-14
1b2a0c2	Donghe-Zhu	2021-03-14
6733e48	Donghe-Zhu	2021-03-12
ba71e6a	Donghe-Zhu	2021-03-12
9dbf5bd	Donghe-Zhu	2021-03-11
a49df30	Donghe-Zhu	2021-03-11
b3348a5	Donghe-Zhu	2021-03-11
1c24ff7	Donghe-Zhu	2021-03-10
94ce5a8	Donghe-Zhu	2021-03-10
db33928	Donghe-Zhu	2021-03-10
3d1f470	Donghe-Zhu	2021-03-10
9b7bc66	Donghe-Zhu	2021-03-10
4168b43	Donghe-Zhu	2021-03-10
5365f80	Donghe-Zhu	2021-03-10
2b6c392	Donghe-Zhu	2021-03-10
9f58753	Donghe-Zhu	2021-03-10
fd528ed	Donghe-Zhu	2021-03-10
9d5a62c	Donghe-Zhu	2021-03-10
5d1e70b	Donghe-Zhu	2021-03-10
2093979	Donghe-Zhu	2021-03-10
b865899	Donghe-Zhu	2021-03-10
cc2a956	Donghe-Zhu	2021-03-10
60689fb	Donghe-Zhu	2021-03-10
dba33c8	Donghe-Zhu	2021-03-09
17f1c4a	Donghe-Zhu	2021-03-09
c024d1a	Donghe-Zhu	2021-03-09
02f7242	Donghe-Zhu	2021-03-09
6f50bc6	Donghe-Zhu	2021-03-09
1691156	Donghe-Zhu	2021-03-08
c0ceaf8	Donghe-Zhu	2021-03-08
058e0a1	Donghe-Zhu	2021-03-08
112dea0	Donghe-Zhu	2021-03-08
1843412	Donghe-Zhu	2021-03-08
3fbbfa4	Donghe-Zhu	2021-03-07
627c8fb	Donghe-Zhu	2021-03-07
9ef3222	Donghe-Zhu	2021-03-05
8c1e978	Donghe-Zhu	2021-03-05
865f68c	Donghe-Zhu	2021-03-05
ee69bc1	Donghe-Zhu	2021-03-05
a79291f	Donghe-Zhu	2021-03-05
e8c6f30	Donghe-Zhu	2021-03-04
59288fe	Donghe-Zhu	2021-03-04
731abc8	Donghe-Zhu	2021-03-04
e2a5a33	Donghe-Zhu	2021-03-04
c7892c1	Donghe-Zhu	2021-03-04
924430b	Donghe-Zhu	2021-03-03
0d0bca1	Donghe-Zhu	2021-03-03
cb63c16	Donghe-Zhu	2021-03-03
ffda45a	Donghe-Zhu	2021-03-03
691ba81	Donghe-Zhu	2021-03-03
c5e45a2	Donghe-Zhu	2021-03-03
89c3e58	Donghe-Zhu	2021-03-03
c407a50	Donghe-Zhu	2021-03-03
c911669	Donghe-Zhu	2021-03-03
b71c719	Donghe-Zhu	2021-03-01
13666ca	Donghe-Zhu	2021-03-01
c6e60fe	Donghe-Zhu	2021-03-01
7a388f7	Donghe-Zhu	2021-03-01
799e913	Donghe-Zhu	2021-03-01
66ff99f	Donghe-Zhu	2021-03-01
ac9bb7a	Donghe-Zhu	2021-02-28
efdc047	Donghe-Zhu	2021-02-28
e9a7418	Donghe-Zhu	2021-02-28
e152917	Donghe-Zhu	2021-02-28
287123c	Donghe-Zhu	2021-02-27
54d5b5b	Donghe-Zhu	2021-02-27
330f064	Donghe-Zhu	2021-02-27
adbc9bc	Donghe-Zhu	2021-02-27
5937141	Donghe-Zhu	2021-02-27
4414bbf	Donghe-Zhu	2021-02-27
a265efb	Donghe-Zhu	2021-02-27
19edd1e	Donghe-Zhu	2021-02-27
f20483f	Donghe-Zhu	2021-02-26
6a2c7b3	Donghe-Zhu	2021-02-25
354c224	Donghe-Zhu	2021-02-24
1a0a88a	Donghe-Zhu	2021-02-24
57f701e	Donghe-Zhu	2021-02-24
06f3149	Donghe-Zhu	2021-02-16
401eab3	Donghe-Zhu	2021-02-15
e3bba84	Donghe-Zhu	2021-02-15
5dce4b1	Donghe-Zhu	2021-02-15
4469a0c	Donghe-Zhu	2021-02-13
5ae6a69	Donghe-Zhu	2021-02-10
05385dc	Donghe-Zhu	2021-02-10
f791ae4	Donghe-Zhu	2021-02-09
f71ae34	Donghe-Zhu	2021-02-09
c011832	Donghe-Zhu	2021-02-09
a145fa7	Donghe-Zhu	2021-02-09
c344e42	Donghe-Zhu	2021-02-08
2f095d7	Donghe-Zhu	2021-02-07
1fad5f1	Donghe-Zhu	2021-02-07
ca03c39	Donghe-Zhu	2021-02-07
e2ffc14	Donghe-Zhu	2021-02-05
cd7c52c	Donghe-Zhu	2021-02-04
bcf84f4	Donghe-Zhu	2021-02-02
a518739	Donghe-Zhu	2021-02-01
61666de	Donghe-Zhu	2021-01-31
865b582	Donghe-Zhu	2021-01-31
3e68089	Donghe-Zhu	2021-01-31
ecf335c	Donghe-Zhu	2021-01-31
a618965	Donghe-Zhu	2021-01-31
59e006e	Donghe-Zhu	2021-01-31
a1c8f87	Donghe-Zhu	2021-01-31
ae5c18f	Donghe-Zhu	2021-01-31
b50fe52	Donghe-Zhu	2021-01-31
ac99ae5	jens-daniel-mueller	2021-01-29
b5bdcaf	Donghe-Zhu	2021-01-29
442010d	Donghe-Zhu	2021-01-29
372adf5	Donghe-Zhu	2021-01-29
af8788e	Donghe-Zhu	2021-01-29
21c91c9	Donghe-Zhu	2021-01-29
eded038	Donghe-Zhu	2021-01-29
541d4dd	Donghe-Zhu	2021-01-29
6a75576	Donghe-Zhu	2021-01-28
16fba40	Donghe-Zhu	2021-01-28
12bc567	Donghe-Zhu	2021-01-27
ceed31b	Donghe-Zhu	2021-01-27
342402d	Donghe-Zhu	2021-01-27
5bad5c2	Donghe-Zhu	2021-01-27
61efb56	Donghe-Zhu	2021-01-25
48f638e	Donghe-Zhu	2021-01-25
c1cec47	Donghe-Zhu	2021-01-25
05ffb0c	Donghe-Zhu	2021-01-25
8b97165	Donghe-Zhu	2021-01-25
c569946	Donghe-Zhu	2021-01-24
a2f0d56	Donghe-Zhu	2021-01-23
28509fc	Donghe-Zhu	2021-01-23
4c28e4a	Donghe-Zhu	2021-01-22
24cc264	jens-daniel-mueller	2021-01-22
7891955	Donghe-Zhu	2021-01-21
d4cf1cb	Donghe-Zhu	2021-01-21
1f3e5b6	jens-daniel-mueller	2021-01-20
0e7bdf1	jens-daniel-mueller	2021-01-15
4571843	jens-daniel-mueller	2021-01-14
b3564aa	jens-daniel-mueller	2021-01-14
8d032c3	jens-daniel-mueller	2021-01-14
17dee1d	jens-daniel-mueller	2021-01-13
7cdea0c	jens-daniel-mueller	2021-01-06
fa85b93	jens-daniel-mueller	2021-01-06
e5cb81a	Donghe-Zhu	2021-01-05
a499f10	Donghe-Zhu	2021-01-05
fb8a752	Donghe-Zhu	2020-12-23
8fae0b2	Donghe-Zhu	2020-12-21
c8b76b3	jens-daniel-mueller	2020-12-19

Session information

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