eMLR - model fitting
Jens Daniel Müller
12 December, 2020
Last updated: 2020-12-12
Checks: 7 0
Knit directory: emlr_obs_v_XXX/
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| html | ba112d3 | jens-daniel-mueller | 2020-12-11 | Build site. |
| Rmd | 91b2b29 | jens-daniel-mueller | 2020-12-11 | selectable basinmask, try 5 |
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1 Required data
Required are:
- cleaned and prepared GLODAPv2_2020 file
GLODAP <-
read_csv(paste(path_version_data,
"GLODAPv2.2020_MLR_fitting_ready.csv",
sep = ""))2 Fitting all models
2.1 RMSE calculation
Individual linear regression models were fitted for C* as a function of each predictor combination. Fitting was performed separately within each basin, era, and slab. The root mean squared error (RMSE) was calculated for each fitted model.
# loops across all basins and eras
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 )
# subset one basin and era for fitting
GLODAP_basin_era <- GLODAP %>%
filter(basin == i_basin, era == i_era)
# loop across all gamma slabs in the current basin and 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)
# 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("cstar",
paste(params_local$MLR_predictors, collapse = " + "),
sep = " ~ "),
data = GLODAP_basin_era_slab)
# fit linear models for all possible predictor combinations
# unfortunately, this functions does not provide model coefficients (yet)
lm_all <- ols_step_all_possible(lm_full)
# extract diagnostics of each linear model
lm_all <- as_tibble(lm_all$result)
# add currect basin, era, and gamma values
lm_all <- lm_all %>%
mutate(basin = i_basin,
era = i_era,
gamma_slab = i_gamma_slab)
# expanding table with model diagnostics for all eras, basins, slabs
if (exists("lm_all_stats")) {
lm_all_stats <- bind_rows(lm_all_stats, lm_all)
}
if (!exists("lm_all_stats")) {
lm_all_stats <- lm_all
}
rm(lm_full, lm_all)
}
}
}
# write model diagnostics to file
lm_all_stats %>% write_csv(paste(path_version_data,
"lm_all_stats.csv",
sep = ""))
rm(i_gamma_slab, i_era, i_basin,
GLODAP_basin_era, GLODAP_basin_era_slab)RMSE was plotted against the number of predictors (limited to 2 - 5).
# lm_all_stats <- read_csv(paste(path_version_data,
# "lm_all_stats.csv",
# sep = ""))
lm_all_stats <- lm_all_stats %>%
filter(n >= params_local$predictors_min,
n <= params_local$predictors_max)
lm_all_stats %>%
ggplot(aes(n, rmse, col = basin)) +
geom_hline(yintercept = 10) +
geom_point(shape = 21) +
facet_grid(gamma_slab~era) +
scale_color_brewer(palette = "Set1")
| Version | Author | Date |
|---|---|---|
| ba112d3 | jens-daniel-mueller | 2020-12-11 |
| 24a632f | jens-daniel-mueller | 2020-12-07 |
| 6a8004b | jens-daniel-mueller | 2020-12-07 |
| 70bf1a5 | jens-daniel-mueller | 2020-12-07 |
| 7555355 | jens-daniel-mueller | 2020-12-07 |
| 143d6fa | jens-daniel-mueller | 2020-12-07 |
| 090e4d5 | jens-daniel-mueller | 2020-12-02 |
| 7c25f7a | jens-daniel-mueller | 2020-12-02 |
| b03ddb8 | jens-daniel-mueller | 2020-12-02 |
| 91435ae | jens-daniel-mueller | 2020-12-01 |
| 196be51 | jens-daniel-mueller | 2020-11-30 |
2.2 RMSE alternatives
AIC is an alternative criterion to RMSE to judge model quality, but not (yet) taken into account.
lm_all_stats %>%
ggplot(aes(rmse, aic, col = gamma_slab)) +
geom_point() +
scale_color_viridis_d() +
facet_grid(era~basin)
| Version | Author | Date |
|---|---|---|
| ba112d3 | jens-daniel-mueller | 2020-12-11 |
| 24a632f | jens-daniel-mueller | 2020-12-07 |
| 6a8004b | jens-daniel-mueller | 2020-12-07 |
| 70bf1a5 | jens-daniel-mueller | 2020-12-07 |
| 7555355 | jens-daniel-mueller | 2020-12-07 |
| 143d6fa | jens-daniel-mueller | 2020-12-07 |
| 090e4d5 | jens-daniel-mueller | 2020-12-02 |
| 7c25f7a | jens-daniel-mueller | 2020-12-02 |
| b03ddb8 | jens-daniel-mueller | 2020-12-02 |
| 91435ae | jens-daniel-mueller | 2020-12-01 |
| 196be51 | jens-daniel-mueller | 2020-11-30 |
2.3 Predictor selection
Within each basin and slab, the 10 linear regression models with lowest summed RMSE across two adjacent (ie compared) eras were selected.
# select relevant columns
lm_all_stats <- lm_all_stats %>%
select(basin, era, gamma_slab, predictors, rmse)
# calculate RMSE sum for adjacent eras
lm_all_stats_eras <- lm_all_stats %>%
arrange(era) %>%
group_by(basin, gamma_slab, predictors) %>%
mutate(rmse_sum = rmse + lag(rmse),
eras = paste(lag(era), era, sep = " --> ")) %>%
ungroup() %>%
arrange(basin, gamma_slab, predictors, era) %>%
drop_na()
# subset models with lowest RMSE sum
lm_best <- lm_all_stats_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, predictors, era)
# plot table for website
kable(lm_best) %>%
add_header_above() %>%
kable_styling() %>%
scroll_box(width = "100%", height = "400px")| basin | era | gamma_slab | predictors | rmse | rmse_sum | eras |
|---|---|---|---|---|---|---|
| Indian | 2000-2012 | (-Inf,26] | sal aou oxygen silicate phosphate | 3.744551 | 9.803956 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (-Inf,26] | sal aou silicate phosphate phosphate_star | 3.744551 | 9.803956 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (-Inf,26] | sal temp aou oxygen phosphate | 3.657198 | 9.695472 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (-Inf,26] | sal temp aou oxygen phosphate_star | 3.657198 | 9.695472 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (-Inf,26] | sal temp aou phosphate phosphate_star | 3.657198 | 9.695472 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (-Inf,26] | sal temp aou silicate phosphate | 3.672404 | 9.703953 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (-Inf,26] | sal temp aou silicate phosphate_star | 3.656023 | 9.684738 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (-Inf,26] | sal temp oxygen silicate phosphate | 3.651804 | 9.680332 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (-Inf,26] | sal temp oxygen silicate phosphate_star | 3.651804 | 9.680332 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (-Inf,26] | sal temp silicate phosphate phosphate_star | 3.651804 | 9.680332 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (-Inf,26] | sal temp aou oxygen phosphate | 1.636078 | 5.293275 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (-Inf,26] | sal temp aou oxygen phosphate_star | 1.636078 | 5.293275 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (-Inf,26] | sal temp aou phosphate phosphate_star | 1.636078 | 5.293275 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (-Inf,26] | temp aou oxygen phosphate | 1.656443 | 5.315581 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (-Inf,26] | temp aou oxygen phosphate phosphate_star | 1.656443 | 5.315581 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (-Inf,26] | temp aou oxygen phosphate_star | 1.656443 | 5.315581 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (-Inf,26] | temp aou oxygen silicate phosphate | 1.638686 | 5.249058 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (-Inf,26] | temp aou oxygen silicate phosphate_star | 1.638686 | 5.249058 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (-Inf,26] | temp aou phosphate phosphate_star | 1.656443 | 5.315581 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (-Inf,26] | temp aou silicate phosphate phosphate_star | 1.638686 | 5.249058 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (26,26.5] | sal aou silicate phosphate phosphate_star | 3.396210 | 7.716128 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26,26.5] | sal temp aou oxygen phosphate | 3.324902 | 7.559168 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26,26.5] | sal temp aou oxygen phosphate_star | 3.324902 | 7.559168 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26,26.5] | sal temp aou phosphate phosphate_star | 3.324902 | 7.559168 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26,26.5] | sal temp aou silicate phosphate | 3.351295 | 7.638639 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26,26.5] | sal temp aou silicate phosphate_star | 3.339474 | 7.617979 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26,26.5] | sal temp oxygen silicate phosphate | 3.338276 | 7.616469 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26,26.5] | sal temp oxygen silicate phosphate_star | 3.338276 | 7.616469 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26,26.5] | sal temp silicate phosphate phosphate_star | 3.338276 | 7.616469 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26,26.5] | sal temp silicate phosphate_star | 3.406322 | 7.691938 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (26,26.5] | sal temp aou oxygen phosphate | 2.223977 | 5.548879 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26,26.5] | sal temp aou oxygen phosphate_star | 2.223977 | 5.548879 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26,26.5] | sal temp aou phosphate phosphate_star | 2.223977 | 5.548879 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26,26.5] | sal temp aou silicate phosphate_star | 2.217951 | 5.557425 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26,26.5] | sal temp oxygen silicate phosphate | 2.217772 | 5.556048 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26,26.5] | sal temp oxygen silicate phosphate_star | 2.217772 | 5.556048 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26,26.5] | sal temp silicate phosphate phosphate_star | 2.217772 | 5.556048 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26,26.5] | temp aou oxygen silicate phosphate | 2.224269 | 5.523454 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26,26.5] | temp aou oxygen silicate phosphate_star | 2.224269 | 5.523454 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26,26.5] | temp aou silicate phosphate phosphate_star | 2.224269 | 5.523454 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (26.5,26.75] | sal temp aou oxygen phosphate | 3.182118 | 6.841713 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.5,26.75] | sal temp aou oxygen phosphate_star | 3.182118 | 6.841713 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.5,26.75] | sal temp aou phosphate phosphate_star | 3.182118 | 6.841713 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.5,26.75] | sal temp aou phosphate_star | 3.182707 | 6.904531 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.5,26.75] | sal temp aou silicate phosphate_star | 3.179873 | 6.901667 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.5,26.75] | sal temp oxygen phosphate | 3.183072 | 6.905928 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.5,26.75] | sal temp oxygen phosphate_star | 3.183072 | 6.905928 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.5,26.75] | sal temp oxygen silicate phosphate | 3.180116 | 6.902902 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.5,26.75] | sal temp oxygen silicate phosphate_star | 3.180116 | 6.902902 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.5,26.75] | sal temp silicate phosphate phosphate_star | 3.180116 | 6.902902 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (26.5,26.75] | sal temp aou silicate phosphate | 2.008159 | 5.196393 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.5,26.75] | sal temp aou silicate phosphate_star | 2.007284 | 5.187158 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.5,26.75] | sal temp oxygen silicate phosphate | 2.007469 | 5.187585 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.5,26.75] | sal temp oxygen silicate phosphate_star | 2.007469 | 5.187585 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.5,26.75] | sal temp silicate phosphate phosphate_star | 2.007469 | 5.187585 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.5,26.75] | temp aou oxygen silicate phosphate | 2.018624 | 5.203656 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.5,26.75] | temp aou oxygen silicate phosphate_star | 2.018624 | 5.203656 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.5,26.75] | temp aou silicate phosphate phosphate_star | 2.018624 | 5.203656 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.5,26.75] | temp aou silicate phosphate_star | 2.019581 | 5.205563 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.5,26.75] | temp silicate phosphate phosphate_star | 2.020099 | 5.206386 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (26.75,27] | sal temp aou oxygen phosphate | 3.532307 | 7.573128 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.75,27] | sal temp aou oxygen phosphate_star | 3.532307 | 7.573128 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.75,27] | sal temp aou phosphate phosphate_star | 3.532307 | 7.573128 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.75,27] | sal temp aou phosphate_star | 3.552415 | 7.619456 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.75,27] | sal temp aou silicate phosphate | 3.547511 | 7.608707 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.75,27] | sal temp aou silicate phosphate_star | 3.533428 | 7.586847 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.75,27] | sal temp oxygen phosphate_star | 3.553206 | 7.621865 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.75,27] | sal temp oxygen silicate phosphate | 3.534749 | 7.589963 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.75,27] | sal temp oxygen silicate phosphate_star | 3.534749 | 7.589963 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (26.75,27] | sal temp silicate phosphate phosphate_star | 3.534749 | 7.589963 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (26.75,27] | sal temp aou silicate phosphate | 2.288789 | 5.836300 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.75,27] | sal temp aou silicate phosphate_star | 2.279482 | 5.812910 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.75,27] | sal temp oxygen silicate phosphate | 2.282287 | 5.817036 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.75,27] | sal temp oxygen silicate phosphate_star | 2.282287 | 5.817036 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.75,27] | sal temp silicate phosphate phosphate_star | 2.282287 | 5.817036 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.75,27] | temp aou oxygen silicate phosphate | 2.275084 | 5.830699 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.75,27] | temp aou oxygen silicate phosphate_star | 2.275084 | 5.830699 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.75,27] | temp aou silicate phosphate phosphate_star | 2.275084 | 5.830699 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.75,27] | temp aou silicate phosphate_star | 2.280238 | 5.843065 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (26.75,27] | temp oxygen silicate phosphate_star | 2.283626 | 5.847611 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (27,27.25] | sal aou oxygen phosphate | 4.347880 | 8.576360 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27,27.25] | sal aou oxygen phosphate phosphate_star | 4.347880 | 8.576360 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27,27.25] | sal aou oxygen silicate phosphate | 4.346688 | 8.571115 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27,27.25] | sal aou oxygen silicate phosphate_star | 4.346688 | 8.571115 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27,27.25] | sal aou phosphate phosphate_star | 4.347880 | 8.576360 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27,27.25] | sal aou silicate phosphate phosphate_star | 4.346688 | 8.571115 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27,27.25] | sal temp aou oxygen phosphate | 4.347066 | 8.544013 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27,27.25] | sal temp aou oxygen phosphate_star | 4.347066 | 8.544013 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27,27.25] | sal temp aou phosphate phosphate_star | 4.347066 | 8.544013 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27,27.25] | sal temp aou silicate phosphate | 4.345914 | 8.573755 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (27,27.25] | sal aou oxygen silicate phosphate | 2.098438 | 6.445126 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27,27.25] | sal aou oxygen silicate phosphate_star | 2.098438 | 6.445126 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27,27.25] | sal aou silicate phosphate | 2.099839 | 6.448439 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27,27.25] | sal aou silicate phosphate phosphate_star | 2.098438 | 6.445126 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27,27.25] | sal oxygen silicate phosphate | 2.125156 | 6.499404 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27,27.25] | sal temp aou silicate phosphate | 2.098393 | 6.444307 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27,27.25] | sal temp aou silicate phosphate_star | 2.102455 | 6.454643 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27,27.25] | sal temp oxygen silicate phosphate | 2.099536 | 6.451519 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27,27.25] | sal temp oxygen silicate phosphate_star | 2.099536 | 6.451519 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27,27.25] | sal temp silicate phosphate phosphate_star | 2.099536 | 6.451519 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (27.25,27.5] | sal temp aou oxygen phosphate | 3.843903 | 7.916809 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.25,27.5] | sal temp aou oxygen phosphate_star | 3.843903 | 7.916809 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.25,27.5] | sal temp aou phosphate phosphate_star | 3.843903 | 7.916809 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.25,27.5] | temp aou oxygen phosphate | 3.853919 | 7.931080 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.25,27.5] | temp aou oxygen phosphate phosphate_star | 3.853919 | 7.931080 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.25,27.5] | temp aou oxygen phosphate_star | 3.853919 | 7.931080 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.25,27.5] | temp aou oxygen silicate phosphate | 3.793838 | 7.854035 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.25,27.5] | temp aou oxygen silicate phosphate_star | 3.793838 | 7.854035 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.25,27.5] | temp aou phosphate phosphate_star | 3.853919 | 7.931080 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.25,27.5] | temp aou silicate phosphate phosphate_star | 3.793838 | 7.854035 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (27.25,27.5] | sal aou oxygen silicate phosphate | 1.959292 | 6.050303 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.25,27.5] | sal aou oxygen silicate phosphate_star | 1.959292 | 6.050303 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.25,27.5] | sal aou silicate phosphate phosphate_star | 1.959292 | 6.050303 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.25,27.5] | sal temp aou silicate phosphate | 1.964144 | 6.117866 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.25,27.5] | sal temp oxygen silicate phosphate | 1.957986 | 6.159506 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.25,27.5] | sal temp oxygen silicate phosphate_star | 1.957986 | 6.159506 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.25,27.5] | sal temp silicate phosphate phosphate_star | 1.957986 | 6.159506 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.25,27.5] | temp aou oxygen silicate phosphate | 2.068078 | 5.861916 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.25,27.5] | temp aou oxygen silicate phosphate_star | 2.068078 | 5.861916 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.25,27.5] | temp aou silicate phosphate phosphate_star | 2.068078 | 5.861916 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (27.5,27.75] | sal temp aou oxygen phosphate | 3.452646 | 7.271377 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.5,27.75] | sal temp aou oxygen phosphate_star | 3.452646 | 7.271377 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.5,27.75] | sal temp aou phosphate phosphate_star | 3.452646 | 7.271377 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.5,27.75] | temp aou oxygen phosphate | 3.496252 | 7.323929 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.5,27.75] | temp aou oxygen phosphate phosphate_star | 3.496252 | 7.323929 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.5,27.75] | temp aou oxygen phosphate_star | 3.496252 | 7.323929 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.5,27.75] | temp aou oxygen silicate phosphate | 3.493200 | 7.307424 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.5,27.75] | temp aou oxygen silicate phosphate_star | 3.493200 | 7.307424 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.5,27.75] | temp aou phosphate phosphate_star | 3.496252 | 7.323929 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.5,27.75] | temp aou silicate phosphate phosphate_star | 3.493200 | 7.307424 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (27.5,27.75] | sal aou oxygen silicate phosphate | 1.950626 | 5.400905 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.5,27.75] | sal aou oxygen silicate phosphate_star | 1.950626 | 5.400905 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.5,27.75] | sal aou silicate phosphate phosphate_star | 1.950626 | 5.400905 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.5,27.75] | sal temp aou silicate phosphate | 1.934826 | 5.399097 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.5,27.75] | sal temp aou silicate phosphate_star | 1.922802 | 5.411717 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.5,27.75] | sal temp oxygen silicate phosphate | 1.924091 | 5.412047 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.5,27.75] | sal temp oxygen silicate phosphate_star | 1.924091 | 5.412047 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.5,27.75] | sal temp silicate phosphate phosphate_star | 1.924091 | 5.412047 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.5,27.75] | sal temp silicate phosphate_star | 1.947156 | 5.436199 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.5,27.75] | temp aou oxygen silicate phosphate | 2.097806 | 5.591006 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (27.75,27.85] | sal aou oxygen silicate phosphate | 3.230732 | 7.000582 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.75,27.85] | sal aou oxygen silicate phosphate_star | 3.230732 | 7.000582 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.75,27.85] | sal aou silicate phosphate phosphate_star | 3.230732 | 7.000582 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.75,27.85] | sal temp aou oxygen phosphate | 3.200754 | 6.996730 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.75,27.85] | sal temp aou oxygen phosphate_star | 3.200754 | 6.996730 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.75,27.85] | sal temp aou phosphate phosphate_star | 3.200754 | 6.996730 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.75,27.85] | sal temp aou silicate phosphate | 3.196136 | 6.998994 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.75,27.85] | temp aou oxygen silicate phosphate | 3.223370 | 6.997195 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.75,27.85] | temp aou oxygen silicate phosphate_star | 3.223370 | 6.997195 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.75,27.85] | temp aou silicate phosphate phosphate_star | 3.223370 | 6.997195 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (27.75,27.85] | sal aou oxygen silicate phosphate | 1.880468 | 5.111199 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.75,27.85] | sal aou oxygen silicate phosphate_star | 1.880468 | 5.111199 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.75,27.85] | sal aou silicate phosphate phosphate_star | 1.880468 | 5.111199 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.75,27.85] | sal temp aou silicate phosphate | 1.863358 | 5.059495 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.75,27.85] | sal temp aou silicate phosphate_star | 1.858061 | 5.047118 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.75,27.85] | sal temp oxygen silicate phosphate | 1.858768 | 5.047451 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.75,27.85] | sal temp oxygen silicate phosphate_star | 1.858768 | 5.047451 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.75,27.85] | sal temp silicate phosphate phosphate_star | 1.858768 | 5.047451 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.75,27.85] | sal temp silicate phosphate_star | 1.906632 | 5.100126 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.75,27.85] | temp aou silicate phosphate phosphate_star | 1.892754 | 5.116124 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (27.85,27.95] | aou oxygen silicate phosphate | 2.744709 | 6.075895 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.85,27.95] | aou oxygen silicate phosphate phosphate_star | 2.744709 | 6.075895 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.85,27.95] | aou oxygen silicate phosphate_star | 2.744709 | 6.075895 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.85,27.95] | aou silicate phosphate phosphate_star | 2.744709 | 6.075895 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.85,27.95] | sal aou oxygen silicate phosphate | 2.741187 | 6.071777 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.85,27.95] | sal aou oxygen silicate phosphate_star | 2.741187 | 6.071777 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.85,27.95] | sal aou silicate phosphate phosphate_star | 2.741187 | 6.071777 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.85,27.95] | temp aou oxygen silicate phosphate | 2.725281 | 6.056026 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.85,27.95] | temp aou oxygen silicate phosphate_star | 2.725281 | 6.056026 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.85,27.95] | temp aou silicate phosphate phosphate_star | 2.725281 | 6.056026 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (27.85,27.95] | sal temp aou oxygen phosphate | 1.780179 | 4.498783 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.85,27.95] | sal temp aou oxygen phosphate_star | 1.780179 | 4.498783 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.85,27.95] | sal temp aou phosphate phosphate_star | 1.780179 | 4.498783 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.85,27.95] | sal temp aou silicate phosphate | 1.756707 | 4.478552 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.85,27.95] | sal temp aou silicate phosphate_star | 1.759359 | 4.498556 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.85,27.95] | sal temp oxygen silicate phosphate | 1.759335 | 4.503524 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.85,27.95] | sal temp oxygen silicate phosphate_star | 1.759335 | 4.503524 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.85,27.95] | temp aou oxygen silicate phosphate | 1.774654 | 4.499935 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.85,27.95] | temp aou oxygen silicate phosphate_star | 1.774654 | 4.499935 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.85,27.95] | temp aou silicate phosphate phosphate_star | 1.774654 | 4.499935 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (27.95,28.05] | sal temp aou oxygen phosphate | 2.688112 | 6.402918 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.95,28.05] | sal temp aou oxygen phosphate_star | 2.688112 | 6.402918 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.95,28.05] | sal temp aou phosphate phosphate_star | 2.688112 | 6.402918 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.95,28.05] | temp aou oxygen phosphate | 2.688113 | 6.403834 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.95,28.05] | temp aou oxygen phosphate phosphate_star | 2.688113 | 6.403834 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.95,28.05] | temp aou oxygen phosphate_star | 2.688113 | 6.403834 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.95,28.05] | temp aou oxygen silicate phosphate | 2.672378 | 6.379432 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.95,28.05] | temp aou oxygen silicate phosphate_star | 2.672378 | 6.379432 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.95,28.05] | temp aou phosphate phosphate_star | 2.688113 | 6.403834 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (27.95,28.05] | temp aou silicate phosphate phosphate_star | 2.672378 | 6.379432 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (27.95,28.05] | aou oxygen silicate phosphate | 1.988935 | 4.667426 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.95,28.05] | aou oxygen silicate phosphate phosphate_star | 1.988935 | 4.667426 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.95,28.05] | aou oxygen silicate phosphate_star | 1.988935 | 4.667426 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.95,28.05] | aou silicate phosphate phosphate_star | 1.988935 | 4.667426 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.95,28.05] | sal aou oxygen silicate phosphate | 1.983476 | 4.648500 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.95,28.05] | sal aou oxygen silicate phosphate_star | 1.983476 | 4.648500 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.95,28.05] | sal aou silicate phosphate phosphate_star | 1.983476 | 4.648500 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.95,28.05] | temp aou oxygen silicate phosphate | 1.988760 | 4.661139 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.95,28.05] | temp aou oxygen silicate phosphate_star | 1.988760 | 4.661139 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (27.95,28.05] | temp aou silicate phosphate phosphate_star | 1.988760 | 4.661139 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (28.05,28.1] | sal temp aou oxygen phosphate | 2.827250 | 6.276891 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.05,28.1] | sal temp aou oxygen phosphate_star | 2.827250 | 6.276891 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.05,28.1] | sal temp aou phosphate phosphate_star | 2.827250 | 6.276891 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.05,28.1] | temp aou oxygen phosphate | 2.836491 | 6.287439 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.05,28.1] | temp aou oxygen phosphate phosphate_star | 2.836491 | 6.287439 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.05,28.1] | temp aou oxygen phosphate_star | 2.836491 | 6.287439 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.05,28.1] | temp aou oxygen silicate phosphate | 2.836442 | 6.263708 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.05,28.1] | temp aou oxygen silicate phosphate_star | 2.836442 | 6.263708 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.05,28.1] | temp aou phosphate phosphate_star | 2.836491 | 6.287439 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.05,28.1] | temp aou silicate phosphate phosphate_star | 2.836442 | 6.263708 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (28.05,28.1] | sal aou oxygen silicate phosphate | 1.949882 | 4.794496 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.05,28.1] | sal aou oxygen silicate phosphate_star | 1.949882 | 4.794496 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.05,28.1] | sal aou silicate phosphate phosphate_star | 1.949882 | 4.794496 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.05,28.1] | sal temp aou oxygen phosphate | 1.961372 | 4.788623 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.05,28.1] | sal temp aou oxygen phosphate_star | 1.961372 | 4.788623 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.05,28.1] | sal temp aou phosphate phosphate_star | 1.961372 | 4.788623 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.05,28.1] | temp aou oxygen phosphate_star | 1.984161 | 4.820652 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.05,28.1] | temp aou oxygen silicate phosphate | 1.980566 | 4.817008 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.05,28.1] | temp aou oxygen silicate phosphate_star | 1.980566 | 4.817008 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.05,28.1] | temp aou silicate phosphate phosphate_star | 1.980566 | 4.817008 | 2000-2012 –> 2013-2019 |
| Indian | 2000-2012 | (28.1, Inf] | aou oxygen silicate phosphate | 3.418894 | 6.934024 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.1, Inf] | aou oxygen silicate phosphate phosphate_star | 3.418894 | 6.934024 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.1, Inf] | aou oxygen silicate phosphate_star | 3.418894 | 6.934024 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.1, Inf] | aou silicate phosphate phosphate_star | 3.418894 | 6.934024 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.1, Inf] | sal aou oxygen silicate phosphate | 3.299091 | 6.764714 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.1, Inf] | sal aou oxygen silicate phosphate_star | 3.299091 | 6.764714 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.1, Inf] | sal aou silicate phosphate phosphate_star | 3.299091 | 6.764714 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.1, Inf] | temp aou oxygen silicate phosphate | 3.338198 | 6.733581 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.1, Inf] | temp aou oxygen silicate phosphate_star | 3.338198 | 6.733581 | 1982-1999 –> 2000-2012 |
| Indian | 2000-2012 | (28.1, Inf] | temp aou silicate phosphate phosphate_star | 3.338198 | 6.733581 | 1982-1999 –> 2000-2012 |
| Indian | 2013-2019 | (28.1, Inf] | aou oxygen silicate phosphate | 2.214843 | 5.633737 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.1, Inf] | aou oxygen silicate phosphate phosphate_star | 2.214843 | 5.633737 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.1, Inf] | aou oxygen silicate phosphate_star | 2.214843 | 5.633737 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.1, Inf] | aou silicate phosphate phosphate_star | 2.214843 | 5.633737 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.1, Inf] | sal aou oxygen silicate phosphate | 2.202707 | 5.501798 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.1, Inf] | sal aou oxygen silicate phosphate_star | 2.202707 | 5.501798 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.1, Inf] | sal aou silicate phosphate phosphate_star | 2.202707 | 5.501798 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.1, Inf] | temp aou oxygen silicate phosphate | 2.053727 | 5.391925 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.1, Inf] | temp aou oxygen silicate phosphate_star | 2.053727 | 5.391925 | 2000-2012 –> 2013-2019 |
| Indian | 2013-2019 | (28.1, Inf] | temp aou silicate phosphate phosphate_star | 2.053727 | 5.391925 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (-Inf,26] | sal temp aou oxygen | 8.002210 | 12.919276 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (-Inf,26] | sal temp aou oxygen phosphate | 7.944570 | 12.751543 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (-Inf,26] | sal temp aou oxygen phosphate_star | 7.944570 | 12.751543 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (-Inf,26] | sal temp aou oxygen silicate | 7.926421 | 12.647852 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (-Inf,26] | sal temp aou phosphate phosphate_star | 7.944570 | 12.751543 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (-Inf,26] | temp aou oxygen phosphate_star | 8.416322 | 13.490552 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (-Inf,26] | temp aou oxygen silicate | 8.192284 | 13.283711 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (-Inf,26] | temp aou oxygen silicate phosphate | 8.087056 | 13.160482 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (-Inf,26] | temp aou oxygen silicate phosphate_star | 8.087056 | 13.160482 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (-Inf,26] | temp aou silicate phosphate phosphate_star | 8.087056 | 13.160482 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26,26.5] | sal aou oxygen silicate phosphate | 4.952451 | 9.947316 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26,26.5] | sal aou oxygen silicate phosphate_star | 4.952451 | 9.947316 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26,26.5] | sal temp aou oxygen phosphate | 4.986678 | 9.938550 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26,26.5] | sal temp aou oxygen phosphate_star | 4.986678 | 9.938550 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26,26.5] | sal temp aou phosphate phosphate_star | 4.986678 | 9.938550 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26,26.5] | sal temp aou silicate phosphate | 4.961554 | 9.946140 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26,26.5] | sal temp aou silicate phosphate_star | 4.966416 | 9.945143 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26,26.5] | sal temp oxygen silicate phosphate | 4.968976 | 9.942142 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26,26.5] | sal temp oxygen silicate phosphate_star | 4.968976 | 9.942142 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26,26.5] | sal temp silicate phosphate phosphate_star | 4.968976 | 9.942142 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (26,26.5] | sal aou oxygen silicate phosphate | 0.000000 | 4.952451 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26,26.5] | sal aou oxygen silicate phosphate_star | 0.000000 | 4.952451 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26,26.5] | sal aou silicate phosphate phosphate_star | 0.000000 | 4.952451 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26,26.5] | sal temp aou oxygen phosphate | 0.000000 | 4.986678 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26,26.5] | sal temp aou oxygen phosphate_star | 0.000000 | 4.986678 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26,26.5] | sal temp aou silicate phosphate | 0.000000 | 4.961554 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26,26.5] | sal temp aou silicate phosphate_star | 0.000000 | 4.966416 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26,26.5] | sal temp oxygen silicate phosphate | 0.000000 | 4.968976 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26,26.5] | sal temp oxygen silicate phosphate_star | 0.000000 | 4.968976 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26,26.5] | sal temp silicate phosphate phosphate_star | 0.000000 | 4.968976 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (26.5,26.75] | sal temp aou oxygen phosphate | 4.052482 | 8.015430 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.5,26.75] | sal temp aou oxygen phosphate_star | 4.052482 | 8.015430 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.5,26.75] | sal temp aou phosphate phosphate_star | 4.052482 | 8.015430 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.5,26.75] | temp aou oxygen phosphate | 4.063344 | 8.074276 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.5,26.75] | temp aou oxygen phosphate phosphate_star | 4.063344 | 8.074276 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.5,26.75] | temp aou oxygen phosphate_star | 4.063344 | 8.074276 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.5,26.75] | temp aou oxygen silicate phosphate | 4.052688 | 8.055995 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.5,26.75] | temp aou oxygen silicate phosphate_star | 4.052688 | 8.055995 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.5,26.75] | temp aou phosphate phosphate_star | 4.063344 | 8.074276 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.5,26.75] | temp aou silicate phosphate phosphate_star | 4.052688 | 8.055995 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (26.5,26.75] | sal temp aou oxygen phosphate | 2.866960 | 6.919442 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.5,26.75] | sal temp aou oxygen phosphate_star | 2.866960 | 6.919442 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.5,26.75] | sal temp aou phosphate phosphate_star | 2.866960 | 6.919442 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.5,26.75] | sal temp aou silicate phosphate | 2.877222 | 7.042028 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.5,26.75] | sal temp aou silicate phosphate_star | 2.885434 | 7.032095 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.5,26.75] | sal temp oxygen phosphate | 2.889179 | 7.061819 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.5,26.75] | sal temp oxygen phosphate phosphate_star | 2.889179 | 7.061819 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.5,26.75] | sal temp oxygen silicate phosphate | 2.887942 | 7.029981 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.5,26.75] | sal temp oxygen silicate phosphate_star | 2.887942 | 7.029981 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.5,26.75] | sal temp silicate phosphate phosphate_star | 2.887942 | 7.029981 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (26.75,27] | sal temp aou silicate phosphate_star | 4.644323 | 9.660994 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.75,27] | sal temp oxygen silicate phosphate | 4.642976 | 9.658957 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.75,27] | sal temp oxygen silicate phosphate_star | 4.642976 | 9.658957 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.75,27] | sal temp silicate phosphate phosphate_star | 4.642976 | 9.658957 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.75,27] | temp aou oxygen silicate phosphate | 4.634076 | 9.641561 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.75,27] | temp aou oxygen silicate phosphate_star | 4.634076 | 9.641561 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.75,27] | temp aou silicate phosphate phosphate_star | 4.634076 | 9.641561 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.75,27] | temp oxygen silicate phosphate | 4.654441 | 9.672454 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.75,27] | temp oxygen silicate phosphate_star | 4.654441 | 9.672454 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (26.75,27] | temp silicate phosphate phosphate_star | 4.654441 | 9.672454 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (26.75,27] | sal temp aou silicate phosphate | 3.320774 | 7.976217 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.75,27] | sal temp aou silicate phosphate_star | 3.318545 | 7.962868 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.75,27] | sal temp oxygen silicate phosphate | 3.318596 | 7.961572 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.75,27] | sal temp oxygen silicate phosphate_star | 3.318596 | 7.961572 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.75,27] | sal temp silicate phosphate phosphate_star | 3.318596 | 7.961572 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.75,27] | temp aou oxygen silicate phosphate | 3.329753 | 7.963830 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.75,27] | temp aou oxygen silicate phosphate_star | 3.329753 | 7.963830 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.75,27] | temp aou silicate phosphate phosphate_star | 3.329753 | 7.963830 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.75,27] | temp oxygen silicate phosphate | 3.329781 | 7.984223 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (26.75,27] | temp oxygen silicate phosphate_star | 3.329781 | 7.984223 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (27,27.25] | sal temp aou silicate phosphate_star | 4.475745 | 10.018514 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27,27.25] | sal temp oxygen silicate phosphate | 4.476904 | 10.019198 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27,27.25] | sal temp oxygen silicate phosphate_star | 4.476904 | 10.019198 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27,27.25] | sal temp silicate phosphate phosphate_star | 4.476904 | 10.019198 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27,27.25] | temp aou oxygen silicate phosphate | 4.461812 | 10.002126 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27,27.25] | temp aou oxygen silicate phosphate_star | 4.461812 | 10.002126 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27,27.25] | temp aou silicate phosphate phosphate_star | 4.461812 | 10.002126 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27,27.25] | temp aou silicate phosphate_star | 4.480611 | 10.024465 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27,27.25] | temp oxygen silicate phosphate | 4.482253 | 10.025678 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27,27.25] | temp oxygen silicate phosphate phosphate_star | 4.482253 | 10.025678 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (27,27.25] | sal temp aou silicate phosphate | 5.030739 | 9.522643 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27,27.25] | sal temp aou silicate phosphate_star | 5.014446 | 9.490191 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27,27.25] | sal temp oxygen silicate phosphate | 5.011722 | 9.488626 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27,27.25] | sal temp oxygen silicate phosphate_star | 5.011722 | 9.488626 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27,27.25] | sal temp silicate phosphate phosphate_star | 5.011722 | 9.488626 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27,27.25] | temp aou oxygen silicate phosphate | 4.899478 | 9.361290 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27,27.25] | temp aou oxygen silicate phosphate_star | 4.899478 | 9.361290 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27,27.25] | temp aou silicate phosphate phosphate_star | 4.899478 | 9.361290 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27,27.25] | temp oxygen silicate phosphate_star | 5.051971 | 9.534224 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27,27.25] | temp silicate phosphate phosphate_star | 5.051971 | 9.534224 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (27.25,27.5] | sal aou oxygen silicate phosphate | 4.026537 | 8.834212 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.25,27.5] | sal aou oxygen silicate phosphate_star | 4.026537 | 8.834212 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.25,27.5] | sal aou silicate phosphate phosphate_star | 4.026537 | 8.834212 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.25,27.5] | sal temp aou oxygen phosphate | 4.015642 | 8.822388 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.25,27.5] | sal temp aou oxygen phosphate_star | 4.015642 | 8.822388 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.25,27.5] | sal temp aou phosphate | 4.021376 | 8.844848 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.25,27.5] | sal temp aou phosphate phosphate_star | 4.015642 | 8.822388 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.25,27.5] | sal temp aou silicate phosphate | 4.010507 | 8.833475 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.25,27.5] | sal temp oxygen silicate phosphate_star | 4.010084 | 8.847725 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.25,27.5] | sal temp silicate phosphate phosphate_star | 4.010084 | 8.847725 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (27.25,27.5] | sal aou oxygen silicate phosphate | 3.717632 | 7.744170 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.25,27.5] | sal aou oxygen silicate phosphate_star | 3.717632 | 7.744170 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.25,27.5] | sal aou silicate phosphate phosphate_star | 3.717632 | 7.744170 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.25,27.5] | sal temp aou silicate phosphate | 3.695763 | 7.706270 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.25,27.5] | sal temp aou silicate phosphate_star | 3.688445 | 7.700493 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.25,27.5] | sal temp oxygen silicate phosphate | 3.689913 | 7.699997 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.25,27.5] | sal temp oxygen silicate phosphate_star | 3.689913 | 7.699997 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.25,27.5] | sal temp silicate phosphate phosphate_star | 3.689913 | 7.699997 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.25,27.5] | temp aou oxygen silicate phosphate | 3.708256 | 7.835048 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.25,27.5] | temp aou oxygen silicate phosphate_star | 3.708256 | 7.835048 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (27.5,27.75] | sal aou oxygen silicate phosphate | 4.631035 | 8.921576 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.5,27.75] | sal aou oxygen silicate phosphate_star | 4.631035 | 8.921576 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.5,27.75] | sal aou silicate phosphate phosphate_star | 4.631035 | 8.921576 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.5,27.75] | sal temp aou oxygen phosphate | 4.623209 | 8.930643 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.5,27.75] | sal temp aou oxygen phosphate_star | 4.623209 | 8.930643 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.5,27.75] | sal temp aou phosphate phosphate_star | 4.623209 | 8.930643 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.5,27.75] | sal temp aou silicate phosphate | 4.621142 | 8.928759 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.5,27.75] | sal temp oxygen silicate phosphate | 4.622718 | 8.953905 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.5,27.75] | sal temp oxygen silicate phosphate_star | 4.622718 | 8.953905 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.5,27.75] | sal temp silicate phosphate phosphate_star | 4.622718 | 8.953905 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (27.5,27.75] | sal aou oxygen silicate phosphate | 4.117732 | 8.748767 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.5,27.75] | sal aou oxygen silicate phosphate_star | 4.117732 | 8.748767 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.5,27.75] | sal aou silicate phosphate phosphate_star | 4.117732 | 8.748767 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.5,27.75] | sal temp aou oxygen phosphate | 4.133479 | 8.756687 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.5,27.75] | sal temp aou phosphate phosphate_star | 4.133479 | 8.756687 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.5,27.75] | sal temp aou silicate phosphate | 4.108339 | 8.729481 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.5,27.75] | sal temp aou silicate phosphate_star | 4.090086 | 8.722324 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.5,27.75] | sal temp oxygen silicate phosphate | 4.098364 | 8.721082 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.5,27.75] | sal temp oxygen silicate phosphate_star | 4.098364 | 8.721082 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.5,27.75] | sal temp silicate phosphate phosphate_star | 4.098364 | 8.721082 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (27.75,27.85] | sal aou oxygen silicate phosphate | 4.821970 | 9.091936 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.75,27.85] | sal aou oxygen silicate phosphate_star | 4.821970 | 9.091936 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.75,27.85] | sal aou silicate phosphate phosphate_star | 4.821970 | 9.091936 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.75,27.85] | sal temp aou silicate phosphate | 4.826862 | 9.093840 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.75,27.85] | sal temp oxygen silicate phosphate | 4.832642 | 9.110437 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.75,27.85] | sal temp oxygen silicate phosphate_star | 4.832642 | 9.110437 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.75,27.85] | sal temp silicate phosphate phosphate_star | 4.832642 | 9.110437 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.75,27.85] | temp aou oxygen silicate phosphate | 4.813892 | 9.112317 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.75,27.85] | temp aou oxygen silicate phosphate_star | 4.813892 | 9.112317 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.75,27.85] | temp aou silicate phosphate phosphate_star | 4.813892 | 9.112317 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (27.75,27.85] | sal temp aou oxygen phosphate | 6.409956 | 11.264804 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.75,27.85] | sal temp aou oxygen phosphate_star | 6.409956 | 11.264804 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.75,27.85] | sal temp aou phosphate phosphate_star | 6.409956 | 11.264804 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.75,27.85] | temp aou oxygen phosphate | 6.434978 | 11.292422 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.75,27.85] | temp aou oxygen phosphate phosphate_star | 6.434978 | 11.292422 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.75,27.85] | temp aou oxygen phosphate_star | 6.434978 | 11.292422 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.75,27.85] | temp aou oxygen silicate phosphate | 6.376556 | 11.190447 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.75,27.85] | temp aou oxygen silicate phosphate_star | 6.376556 | 11.190447 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.75,27.85] | temp aou phosphate phosphate_star | 6.434978 | 11.292422 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.75,27.85] | temp aou silicate phosphate phosphate_star | 6.376556 | 11.190447 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (27.85,27.95] | sal aou oxygen silicate phosphate | 4.937793 | 8.715568 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.85,27.95] | sal aou oxygen silicate phosphate_star | 4.937793 | 8.715568 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.85,27.95] | sal aou silicate phosphate phosphate_star | 4.937793 | 8.715568 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.85,27.95] | sal aou silicate phosphate_star | 4.942057 | 8.721049 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.85,27.95] | sal oxygen silicate phosphate | 4.946815 | 8.766754 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.85,27.95] | sal temp aou silicate phosphate | 4.937627 | 8.730223 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.85,27.95] | sal temp aou silicate phosphate_star | 4.938022 | 8.716807 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.85,27.95] | sal temp oxygen silicate phosphate | 4.937583 | 8.725589 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.85,27.95] | sal temp oxygen silicate phosphate_star | 4.937583 | 8.725589 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.85,27.95] | sal temp silicate phosphate phosphate_star | 4.937583 | 8.725589 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (27.85,27.95] | sal aou oxygen silicate phosphate | 4.802034 | 9.739827 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.85,27.95] | sal aou oxygen silicate phosphate_star | 4.802034 | 9.739827 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.85,27.95] | sal aou silicate phosphate phosphate_star | 4.802034 | 9.739827 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.85,27.95] | sal temp aou oxygen phosphate | 4.656750 | 9.623210 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.85,27.95] | sal temp aou oxygen phosphate_star | 4.656750 | 9.623210 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.85,27.95] | sal temp aou phosphate phosphate_star | 4.656750 | 9.623210 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.85,27.95] | sal temp aou silicate phosphate_star | 4.811665 | 9.749688 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.85,27.95] | temp aou oxygen silicate phosphate | 4.640602 | 9.653960 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.85,27.95] | temp aou oxygen silicate phosphate_star | 4.640602 | 9.653960 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.85,27.95] | temp aou silicate phosphate phosphate_star | 4.640602 | 9.653960 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (27.95,28.05] | sal aou oxygen silicate phosphate | 6.140616 | 9.603602 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.95,28.05] | sal aou oxygen silicate phosphate_star | 6.140616 | 9.603602 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.95,28.05] | sal aou silicate phosphate phosphate_star | 6.140616 | 9.603602 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.95,28.05] | sal temp aou oxygen phosphate | 6.108965 | 9.582507 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.95,28.05] | sal temp aou oxygen phosphate_star | 6.108965 | 9.582507 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.95,28.05] | sal temp aou phosphate phosphate_star | 6.108965 | 9.582507 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.95,28.05] | sal temp aou silicate phosphate_star | 6.131544 | 9.585438 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.95,28.05] | sal temp oxygen silicate phosphate | 6.137204 | 9.603817 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.95,28.05] | sal temp oxygen silicate phosphate_star | 6.137204 | 9.603817 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (27.95,28.05] | sal temp silicate phosphate phosphate_star | 6.137204 | 9.603817 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (27.95,28.05] | sal temp aou oxygen phosphate | 3.764906 | 9.873871 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.95,28.05] | sal temp aou oxygen phosphate_star | 3.764906 | 9.873871 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.95,28.05] | sal temp aou phosphate phosphate_star | 3.764906 | 9.873871 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.95,28.05] | temp aou oxygen phosphate | 3.817264 | 9.958686 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.95,28.05] | temp aou oxygen phosphate phosphate_star | 3.817264 | 9.958686 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.95,28.05] | temp aou oxygen phosphate_star | 3.817264 | 9.958686 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.95,28.05] | temp aou oxygen silicate phosphate | 3.811417 | 9.952840 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.95,28.05] | temp aou oxygen silicate phosphate_star | 3.811417 | 9.952840 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.95,28.05] | temp aou phosphate phosphate_star | 3.817264 | 9.958686 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (27.95,28.05] | temp aou silicate phosphate phosphate_star | 3.811417 | 9.952840 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (28.05,28.1] | sal aou oxygen silicate phosphate | 6.542891 | 9.966108 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.05,28.1] | sal aou oxygen silicate phosphate_star | 6.542891 | 9.966108 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.05,28.1] | sal aou phosphate phosphate_star | 6.550049 | 9.977014 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.05,28.1] | sal aou silicate phosphate phosphate_star | 6.542891 | 9.966108 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.05,28.1] | sal temp aou oxygen phosphate | 6.549901 | 9.975469 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.05,28.1] | sal temp aou oxygen phosphate_star | 6.549901 | 9.975469 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.05,28.1] | sal temp aou phosphate phosphate_star | 6.549901 | 9.975469 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.05,28.1] | temp aou oxygen silicate phosphate | 6.552879 | 9.973880 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.05,28.1] | temp aou oxygen silicate phosphate_star | 6.552879 | 9.973880 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.05,28.1] | temp aou silicate phosphate phosphate_star | 6.552879 | 9.973880 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (28.05,28.1] | sal aou oxygen phosphate | 3.532437 | 10.082486 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.05,28.1] | sal aou oxygen phosphate phosphate_star | 3.532437 | 10.082486 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.05,28.1] | sal aou oxygen phosphate_star | 3.532437 | 10.082486 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.05,28.1] | sal aou oxygen silicate phosphate | 3.531555 | 10.074446 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.05,28.1] | sal aou oxygen silicate phosphate_star | 3.531555 | 10.074446 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.05,28.1] | sal aou phosphate phosphate_star | 3.532437 | 10.082486 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.05,28.1] | sal aou silicate phosphate phosphate_star | 3.531555 | 10.074446 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.05,28.1] | sal temp aou oxygen phosphate | 3.521593 | 10.071494 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.05,28.1] | sal temp aou oxygen phosphate_star | 3.521593 | 10.071494 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.05,28.1] | sal temp aou phosphate phosphate_star | 3.521593 | 10.071494 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (28.1,28.15] | sal temp aou oxygen phosphate | 8.113287 | 11.295735 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.1,28.15] | sal temp aou oxygen phosphate_star | 8.113287 | 11.295735 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.1,28.15] | sal temp aou phosphate phosphate_star | 8.113287 | 11.295735 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.1,28.15] | sal temp oxygen phosphate | 8.116219 | 11.298706 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.1,28.15] | sal temp oxygen phosphate phosphate_star | 8.116219 | 11.298706 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.1,28.15] | sal temp oxygen phosphate_star | 8.116219 | 11.298706 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.1,28.15] | sal temp oxygen silicate phosphate | 8.116133 | 11.296726 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.1,28.15] | sal temp oxygen silicate phosphate_star | 8.116133 | 11.296726 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.1,28.15] | sal temp phosphate phosphate_star | 8.116219 | 11.298706 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.1,28.15] | sal temp silicate phosphate phosphate_star | 8.116133 | 11.296726 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (28.1,28.15] | sal temp aou oxygen phosphate | 4.857729 | 12.971016 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.1,28.15] | sal temp aou oxygen phosphate_star | 4.857729 | 12.971016 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.1,28.15] | sal temp aou phosphate | 4.858208 | 12.971740 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.1,28.15] | sal temp aou phosphate phosphate_star | 4.857729 | 12.971016 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.1,28.15] | sal temp aou silicate phosphate | 4.802612 | 12.915799 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.1,28.15] | sal temp aou silicate phosphate_star | 4.804277 | 12.922790 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.1,28.15] | sal temp oxygen silicate phosphate | 4.805279 | 12.921412 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.1,28.15] | sal temp oxygen silicate phosphate_star | 4.805279 | 12.921412 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.1,28.15] | sal temp silicate phosphate phosphate_star | 4.805279 | 12.921412 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.1,28.15] | sal temp silicate phosphate_star | 4.812804 | 12.948462 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (28.15,28.2] | sal aou oxygen silicate phosphate | 3.184170 | 7.352569 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.15,28.2] | sal aou oxygen silicate phosphate_star | 3.184170 | 7.352569 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.15,28.2] | sal aou silicate phosphate phosphate_star | 3.184170 | 7.352569 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.15,28.2] | sal temp aou oxygen phosphate | 3.174311 | 7.356017 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.15,28.2] | sal temp aou oxygen phosphate_star | 3.174311 | 7.356017 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.15,28.2] | sal temp aou phosphate phosphate_star | 3.174311 | 7.356017 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.15,28.2] | sal temp aou silicate phosphate | 3.201324 | 7.362194 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.15,28.2] | sal temp oxygen silicate phosphate | 3.209166 | 7.370975 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.15,28.2] | sal temp oxygen silicate phosphate_star | 3.209166 | 7.370975 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.15,28.2] | sal temp silicate phosphate phosphate_star | 3.209166 | 7.370975 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (28.15,28.2] | sal aou oxygen silicate phosphate | 2.406620 | 5.590790 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.15,28.2] | sal aou oxygen silicate phosphate_star | 2.406620 | 5.590790 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.15,28.2] | sal aou silicate phosphate | 2.406998 | 5.632700 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.15,28.2] | sal aou silicate phosphate phosphate_star | 2.406620 | 5.590790 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.15,28.2] | sal temp aou phosphate phosphate_star | 2.469195 | 5.643506 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.15,28.2] | sal temp aou silicate phosphate | 2.406540 | 5.607865 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.15,28.2] | sal temp aou silicate phosphate_star | 2.394041 | 5.618895 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.15,28.2] | sal temp oxygen silicate phosphate | 2.397688 | 5.606854 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.15,28.2] | sal temp oxygen silicate phosphate_star | 2.397688 | 5.606854 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.15,28.2] | sal temp silicate phosphate phosphate_star | 2.397688 | 5.606854 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2000-2012 | (28.2, Inf] | sal aou oxygen silicate phosphate | 1.003930 | 1.003930 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.2, Inf] | sal aou oxygen silicate phosphate_star | 1.003930 | 1.003930 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.2, Inf] | sal aou silicate phosphate phosphate_star | 1.003930 | 1.003930 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.2, Inf] | sal temp aou oxygen phosphate | 1.020925 | 1.020925 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.2, Inf] | sal temp aou oxygen phosphate_star | 1.020925 | 1.020925 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.2, Inf] | sal temp aou phosphate phosphate_star | 1.020925 | 1.020925 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.2, Inf] | sal temp aou silicate phosphate_star | 1.014464 | 1.014464 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.2, Inf] | temp aou oxygen silicate phosphate | 1.004999 | 1.004999 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.2, Inf] | temp aou oxygen silicate phosphate_star | 1.004999 | 1.004999 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2000-2012 | (28.2, Inf] | temp aou silicate phosphate phosphate_star | 1.004999 | 1.004999 | 1982-1999 –> 2000-2012 |
| N_Atlantic | 2013-2019 | (28.2, Inf] | aou oxygen silicate phosphate | 0.000000 | 1.007023 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.2, Inf] | aou oxygen silicate phosphate phosphate_star | 0.000000 | 1.007023 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.2, Inf] | aou oxygen silicate phosphate_star | 0.000000 | 1.007023 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.2, Inf] | aou silicate phosphate phosphate_star | 0.000000 | 1.007023 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.2, Inf] | sal aou oxygen silicate phosphate | 0.000000 | 1.003930 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.2, Inf] | sal aou oxygen silicate phosphate_star | 0.000000 | 1.003930 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.2, Inf] | sal aou silicate phosphate phosphate_star | 0.000000 | 1.003930 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.2, Inf] | temp aou oxygen silicate phosphate | 0.000000 | 1.004999 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.2, Inf] | temp aou oxygen silicate phosphate_star | 0.000000 | 1.004999 | 2000-2012 –> 2013-2019 |
| N_Atlantic | 2013-2019 | (28.2, Inf] | temp aou silicate phosphate phosphate_star | 0.000000 | 1.004999 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (-Inf,26] | aou oxygen silicate phosphate | 5.899316 | 15.115483 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (-Inf,26] | aou oxygen silicate phosphate phosphate_star | 5.899316 | 15.115483 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (-Inf,26] | aou oxygen silicate phosphate_star | 5.899316 | 15.115483 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (-Inf,26] | aou silicate phosphate phosphate_star | 5.899316 | 15.115483 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (-Inf,26] | sal aou oxygen silicate phosphate | 5.729709 | 14.932730 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (-Inf,26] | sal aou oxygen silicate phosphate_star | 5.729709 | 14.932730 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (-Inf,26] | sal aou silicate phosphate phosphate_star | 5.729709 | 14.932730 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (-Inf,26] | temp aou oxygen silicate phosphate | 5.882110 | 15.098212 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (-Inf,26] | temp aou oxygen silicate phosphate_star | 5.882110 | 15.098212 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (-Inf,26] | temp aou silicate phosphate phosphate_star | 5.882110 | 15.098212 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (-Inf,26] | aou oxygen silicate phosphate | 5.144162 | 11.043478 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (-Inf,26] | aou oxygen silicate phosphate phosphate_star | 5.144162 | 11.043478 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (-Inf,26] | aou oxygen silicate phosphate_star | 5.144162 | 11.043478 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (-Inf,26] | aou silicate phosphate phosphate_star | 5.144162 | 11.043478 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (-Inf,26] | sal aou oxygen silicate phosphate | 5.122087 | 10.851796 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (-Inf,26] | sal aou oxygen silicate phosphate_star | 5.122087 | 10.851796 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (-Inf,26] | sal aou silicate phosphate phosphate_star | 5.122087 | 10.851796 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (-Inf,26] | temp aou oxygen silicate phosphate | 5.117957 | 11.000067 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (-Inf,26] | temp aou oxygen silicate phosphate_star | 5.117957 | 11.000067 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (-Inf,26] | temp aou silicate phosphate phosphate_star | 5.117957 | 11.000067 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (26,26.5] | sal temp aou silicate phosphate | 4.049237 | 14.569531 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26,26.5] | sal temp aou silicate phosphate_star | 4.020906 | 14.547659 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26,26.5] | sal temp oxygen silicate phosphate | 4.016890 | 14.544806 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26,26.5] | sal temp oxygen silicate phosphate_star | 4.016890 | 14.544806 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26,26.5] | sal temp silicate phosphate phosphate_star | 4.016890 | 14.544806 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26,26.5] | temp aou oxygen silicate phosphate | 3.962519 | 14.574096 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26,26.5] | temp aou oxygen silicate phosphate_star | 3.962519 | 14.574096 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26,26.5] | temp aou silicate phosphate phosphate_star | 3.962519 | 14.574096 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26,26.5] | temp oxygen silicate phosphate | 4.021370 | 14.645028 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26,26.5] | temp oxygen silicate phosphate phosphate_star | 4.021370 | 14.645028 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (26,26.5] | sal temp aou silicate phosphate_star | 3.479293 | 7.500199 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26,26.5] | sal temp oxygen silicate phosphate | 3.478474 | 7.495364 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26,26.5] | sal temp oxygen silicate phosphate_star | 3.478474 | 7.495364 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26,26.5] | sal temp silicate phosphate phosphate_star | 3.478474 | 7.495364 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26,26.5] | temp aou oxygen silicate phosphate | 3.480651 | 7.443171 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26,26.5] | temp aou oxygen silicate phosphate_star | 3.480651 | 7.443171 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26,26.5] | temp aou silicate phosphate phosphate_star | 3.480651 | 7.443171 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26,26.5] | temp oxygen silicate phosphate | 3.485400 | 7.506769 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26,26.5] | temp oxygen silicate phosphate phosphate_star | 3.485400 | 7.506769 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26,26.5] | temp oxygen silicate phosphate_star | 3.485400 | 7.506769 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (26.5,26.75] | sal aou oxygen silicate phosphate | 4.298874 | 12.169009 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.5,26.75] | sal aou oxygen silicate phosphate_star | 4.298874 | 12.169009 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.5,26.75] | sal aou silicate phosphate phosphate_star | 4.298874 | 12.169009 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.5,26.75] | sal temp aou silicate phosphate | 4.279590 | 12.227006 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.5,26.75] | sal temp aou silicate phosphate_star | 4.272636 | 12.255907 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.5,26.75] | sal temp oxygen silicate phosphate | 4.272168 | 12.259674 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.5,26.75] | sal temp oxygen silicate phosphate_star | 4.272168 | 12.259674 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.5,26.75] | sal temp silicate phosphate phosphate_star | 4.272168 | 12.259674 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.5,26.75] | temp aou oxygen silicate phosphate_star | 4.356382 | 12.323456 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.5,26.75] | temp aou silicate phosphate phosphate_star | 4.356382 | 12.323456 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (26.5,26.75] | sal aou oxygen silicate phosphate | 3.610658 | 7.909531 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.5,26.75] | sal aou oxygen silicate phosphate_star | 3.610658 | 7.909531 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.5,26.75] | sal aou silicate phosphate phosphate_star | 3.610658 | 7.909531 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.5,26.75] | sal temp aou silicate phosphate | 3.593622 | 7.873212 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.5,26.75] | sal temp aou silicate phosphate_star | 3.589658 | 7.862294 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.5,26.75] | sal temp oxygen silicate phosphate | 3.589729 | 7.861897 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.5,26.75] | sal temp oxygen silicate phosphate_star | 3.589729 | 7.861897 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.5,26.75] | sal temp silicate phosphate phosphate_star | 3.589729 | 7.861897 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.5,26.75] | temp aou oxygen silicate phosphate | 3.685751 | 8.042132 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.5,26.75] | temp aou oxygen silicate phosphate_star | 3.685751 | 8.042132 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (26.75,27] | sal aou oxygen phosphate | 4.110431 | 12.620334 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.75,27] | sal aou oxygen phosphate phosphate_star | 4.110431 | 12.620334 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.75,27] | sal aou oxygen phosphate_star | 4.110431 | 12.620334 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.75,27] | sal aou oxygen silicate phosphate | 4.102769 | 12.611606 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.75,27] | sal aou oxygen silicate phosphate_star | 4.102769 | 12.611606 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.75,27] | sal aou phosphate phosphate_star | 4.110431 | 12.620334 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.75,27] | sal aou silicate phosphate phosphate_star | 4.102769 | 12.611606 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.75,27] | sal temp aou oxygen phosphate | 4.092990 | 12.583565 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.75,27] | sal temp aou oxygen phosphate_star | 4.092990 | 12.583565 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (26.75,27] | sal temp aou phosphate phosphate_star | 4.092990 | 12.583565 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (26.75,27] | sal aou oxygen phosphate | 3.449424 | 7.559855 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.75,27] | sal aou oxygen phosphate phosphate_star | 3.449424 | 7.559855 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.75,27] | sal aou oxygen phosphate_star | 3.449424 | 7.559855 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.75,27] | sal aou oxygen silicate phosphate | 3.448950 | 7.551719 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.75,27] | sal aou oxygen silicate phosphate_star | 3.448950 | 7.551719 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.75,27] | sal aou phosphate phosphate_star | 3.449424 | 7.559855 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.75,27] | sal aou silicate phosphate phosphate_star | 3.448950 | 7.551719 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.75,27] | sal temp aou oxygen phosphate | 3.433640 | 7.526630 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.75,27] | sal temp aou oxygen phosphate_star | 3.433640 | 7.526630 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (26.75,27] | sal temp aou phosphate phosphate_star | 3.433640 | 7.526630 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (27,27.25] | sal aou oxygen silicate phosphate | 3.784393 | 11.700628 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27,27.25] | sal aou oxygen silicate phosphate_star | 3.784393 | 11.700628 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27,27.25] | sal aou phosphate phosphate_star | 3.797830 | 11.714508 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27,27.25] | sal aou silicate phosphate phosphate_star | 3.784393 | 11.700628 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27,27.25] | sal temp aou oxygen phosphate | 3.737104 | 11.645210 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27,27.25] | sal temp aou oxygen phosphate_star | 3.737104 | 11.645210 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27,27.25] | sal temp aou phosphate phosphate_star | 3.737104 | 11.645210 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27,27.25] | temp aou oxygen silicate phosphate | 3.709732 | 11.666999 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27,27.25] | temp aou oxygen silicate phosphate_star | 3.709732 | 11.666999 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27,27.25] | temp aou silicate phosphate phosphate_star | 3.709732 | 11.666999 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (27,27.25] | sal temp aou oxygen phosphate | 3.393672 | 7.130776 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27,27.25] | sal temp aou oxygen phosphate_star | 3.393672 | 7.130776 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27,27.25] | sal temp aou phosphate phosphate_star | 3.393672 | 7.130776 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27,27.25] | temp aou oxygen phosphate | 3.404639 | 7.170236 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27,27.25] | temp aou oxygen phosphate phosphate_star | 3.404639 | 7.170236 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27,27.25] | temp aou oxygen phosphate_star | 3.404639 | 7.170236 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27,27.25] | temp aou oxygen silicate phosphate | 3.358222 | 7.067954 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27,27.25] | temp aou oxygen silicate phosphate_star | 3.358222 | 7.067954 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27,27.25] | temp aou phosphate phosphate_star | 3.404639 | 7.170236 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27,27.25] | temp aou silicate phosphate phosphate_star | 3.358222 | 7.067954 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (27.25,27.5] | sal aou oxygen silicate phosphate | 3.454160 | 9.318952 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.25,27.5] | sal aou oxygen silicate phosphate_star | 3.454160 | 9.318952 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.25,27.5] | sal aou silicate phosphate phosphate_star | 3.454160 | 9.318952 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.25,27.5] | sal temp aou silicate phosphate | 3.462571 | 9.332803 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.25,27.5] | sal temp aou silicate phosphate_star | 3.469862 | 9.344531 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.25,27.5] | sal temp oxygen silicate phosphate | 3.469870 | 9.344935 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.25,27.5] | sal temp oxygen silicate phosphate_star | 3.469870 | 9.344935 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.25,27.5] | temp aou oxygen silicate phosphate | 3.450769 | 9.316470 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.25,27.5] | temp aou oxygen silicate phosphate_star | 3.450769 | 9.316470 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.25,27.5] | temp aou silicate phosphate phosphate_star | 3.450769 | 9.316470 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (27.25,27.5] | sal aou oxygen silicate phosphate | 3.113024 | 6.567184 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.25,27.5] | sal aou oxygen silicate phosphate_star | 3.113024 | 6.567184 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.25,27.5] | sal aou silicate phosphate phosphate_star | 3.113024 | 6.567184 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.25,27.5] | sal temp aou silicate phosphate | 3.120010 | 6.582581 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.25,27.5] | sal temp aou silicate phosphate_star | 3.126552 | 6.596414 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.25,27.5] | sal temp oxygen silicate phosphate | 3.126574 | 6.596444 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.25,27.5] | sal temp oxygen silicate phosphate_star | 3.126574 | 6.596444 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.25,27.5] | temp aou oxygen silicate phosphate | 3.120949 | 6.571718 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.25,27.5] | temp aou oxygen silicate phosphate_star | 3.120949 | 6.571718 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.25,27.5] | temp aou silicate phosphate phosphate_star | 3.120949 | 6.571718 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (27.5,27.75] | sal aou oxygen silicate phosphate | 3.350016 | 8.663243 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.5,27.75] | sal aou oxygen silicate phosphate_star | 3.350016 | 8.663243 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.5,27.75] | sal aou silicate phosphate phosphate_star | 3.350016 | 8.663243 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.5,27.75] | sal temp aou phosphate phosphate_star | 3.394527 | 8.705973 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.5,27.75] | sal temp aou silicate phosphate | 3.349426 | 8.667066 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.5,27.75] | sal temp aou silicate phosphate_star | 3.349237 | 8.670123 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.5,27.75] | sal temp oxygen silicate phosphate | 3.349236 | 8.670373 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.5,27.75] | sal temp oxygen silicate phosphate_star | 3.349236 | 8.670373 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.5,27.75] | sal temp silicate phosphate phosphate_star | 3.349236 | 8.670373 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.5,27.75] | sal temp silicate phosphate_star | 3.350054 | 8.695618 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (27.5,27.75] | sal aou oxygen silicate phosphate | 2.956243 | 6.306259 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.5,27.75] | sal aou oxygen silicate phosphate_star | 2.956243 | 6.306259 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.5,27.75] | sal aou silicate phosphate | 2.960085 | 6.332070 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.5,27.75] | sal aou silicate phosphate phosphate_star | 2.956243 | 6.306259 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.5,27.75] | sal temp aou silicate phosphate | 2.955958 | 6.305384 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.5,27.75] | sal temp aou silicate phosphate_star | 2.955628 | 6.304865 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.5,27.75] | sal temp oxygen silicate phosphate | 2.955632 | 6.304868 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.5,27.75] | sal temp oxygen silicate phosphate_star | 2.955632 | 6.304868 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.5,27.75] | sal temp silicate phosphate phosphate_star | 2.955632 | 6.304868 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.5,27.75] | sal temp silicate phosphate_star | 2.966211 | 6.316265 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (27.75,27.85] | sal aou oxygen silicate phosphate | 3.223670 | 8.331091 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.75,27.85] | sal aou oxygen silicate phosphate_star | 3.223670 | 8.331091 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.75,27.85] | sal aou silicate phosphate phosphate_star | 3.223670 | 8.331091 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.75,27.85] | sal temp aou silicate phosphate | 3.226691 | 8.335075 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.75,27.85] | sal temp aou silicate phosphate_star | 3.229226 | 8.338565 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.75,27.85] | sal temp oxygen silicate phosphate | 3.229369 | 8.338830 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.75,27.85] | sal temp oxygen silicate phosphate_star | 3.229369 | 8.338830 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.75,27.85] | sal temp silicate phosphate phosphate_star | 3.229369 | 8.338830 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.75,27.85] | temp aou oxygen silicate phosphate_star | 3.235286 | 8.342028 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.75,27.85] | temp aou silicate phosphate phosphate_star | 3.235286 | 8.342028 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (27.75,27.85] | sal aou oxygen silicate phosphate | 2.924582 | 6.148252 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.75,27.85] | sal aou oxygen silicate phosphate_star | 2.924582 | 6.148252 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.75,27.85] | sal aou silicate phosphate phosphate_star | 2.924582 | 6.148252 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.75,27.85] | sal temp aou silicate phosphate | 2.924724 | 6.151416 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.75,27.85] | sal temp aou silicate phosphate_star | 2.926151 | 6.155377 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.75,27.85] | sal temp oxygen silicate phosphate | 2.926059 | 6.155428 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.75,27.85] | sal temp oxygen silicate phosphate_star | 2.926059 | 6.155428 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.75,27.85] | sal temp silicate phosphate phosphate_star | 2.926059 | 6.155428 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.75,27.85] | temp aou oxygen silicate phosphate | 2.928476 | 6.163762 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.75,27.85] | temp aou oxygen silicate phosphate_star | 2.928476 | 6.163762 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (27.85,27.95] | sal aou oxygen silicate phosphate | 3.149263 | 8.559714 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.85,27.95] | sal aou oxygen silicate phosphate_star | 3.149263 | 8.559714 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.85,27.95] | sal aou silicate phosphate phosphate_star | 3.149263 | 8.559714 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.85,27.95] | sal temp aou silicate phosphate | 3.150546 | 8.565278 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.85,27.95] | sal temp aou silicate phosphate_star | 3.152362 | 8.571023 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.85,27.95] | sal temp oxygen silicate phosphate | 3.152424 | 8.571787 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.85,27.95] | sal temp oxygen silicate phosphate_star | 3.152424 | 8.571787 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.85,27.95] | sal temp silicate phosphate phosphate_star | 3.152424 | 8.571787 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.85,27.95] | temp aou oxygen silicate phosphate | 3.153605 | 8.571995 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.85,27.95] | temp aou silicate phosphate phosphate_star | 3.153605 | 8.571995 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (27.85,27.95] | sal aou oxygen silicate phosphate | 3.009498 | 6.158761 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.85,27.95] | sal aou oxygen silicate phosphate_star | 3.009498 | 6.158761 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.85,27.95] | sal aou silicate phosphate phosphate_star | 3.009498 | 6.158761 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.85,27.95] | sal temp aou silicate phosphate | 3.009570 | 6.160116 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.85,27.95] | sal temp aou silicate phosphate_star | 3.011055 | 6.163417 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.85,27.95] | sal temp oxygen silicate phosphate | 3.010896 | 6.163320 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.85,27.95] | sal temp oxygen silicate phosphate_star | 3.010896 | 6.163320 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.85,27.95] | sal temp silicate phosphate phosphate_star | 3.010896 | 6.163320 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.85,27.95] | temp aou oxygen silicate phosphate | 3.015114 | 6.168719 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.85,27.95] | temp aou silicate phosphate phosphate_star | 3.015114 | 6.168719 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (27.95,28.05] | sal aou oxygen silicate phosphate | 2.921971 | 8.180787 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.95,28.05] | sal aou oxygen silicate phosphate_star | 2.921971 | 8.180787 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.95,28.05] | sal aou silicate phosphate | 2.929488 | 8.190996 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.95,28.05] | sal aou silicate phosphate phosphate_star | 2.921971 | 8.180787 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.95,28.05] | sal temp aou silicate phosphate | 2.922430 | 8.182661 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.95,28.05] | sal temp aou silicate phosphate_star | 2.924384 | 8.191116 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.95,28.05] | sal temp silicate phosphate phosphate_star | 2.924453 | 8.192867 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.95,28.05] | temp aou oxygen silicate phosphate | 2.922535 | 8.183178 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.95,28.05] | temp aou oxygen silicate phosphate_star | 2.922535 | 8.183178 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (27.95,28.05] | temp aou silicate phosphate phosphate_star | 2.922535 | 8.183178 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (27.95,28.05] | sal aou oxygen silicate phosphate | 2.760054 | 5.682025 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.95,28.05] | sal aou oxygen silicate phosphate_star | 2.760054 | 5.682025 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.95,28.05] | sal aou silicate phosphate phosphate_star | 2.760054 | 5.682025 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.95,28.05] | sal temp aou silicate phosphate | 2.760032 | 5.682461 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.95,28.05] | sal temp aou silicate phosphate_star | 2.760180 | 5.684565 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.95,28.05] | sal temp oxygen silicate phosphate | 2.760139 | 5.684591 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.95,28.05] | sal temp oxygen silicate phosphate_star | 2.760139 | 5.684591 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.95,28.05] | sal temp silicate phosphate phosphate_star | 2.760139 | 5.684591 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.95,28.05] | sal temp silicate phosphate_star | 2.761654 | 5.686863 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (27.95,28.05] | temp aou oxygen silicate phosphate | 2.766888 | 5.689423 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (28.05,28.1] | sal aou oxygen silicate phosphate | 2.785395 | 7.600076 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.05,28.1] | sal aou oxygen silicate phosphate_star | 2.785395 | 7.600076 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.05,28.1] | sal aou silicate phosphate | 2.786992 | 7.601880 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.05,28.1] | sal aou silicate phosphate phosphate_star | 2.785395 | 7.600076 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.05,28.1] | sal oxygen silicate phosphate | 2.792825 | 7.611464 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.05,28.1] | sal temp aou silicate phosphate | 2.781862 | 7.596662 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.05,28.1] | sal temp aou silicate phosphate_star | 2.784939 | 7.603085 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.05,28.1] | sal temp oxygen silicate phosphate | 2.783304 | 7.600828 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.05,28.1] | sal temp oxygen silicate phosphate_star | 2.783304 | 7.600828 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.05,28.1] | sal temp silicate phosphate phosphate_star | 2.783304 | 7.600828 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (28.05,28.1] | sal aou oxygen silicate phosphate | 2.771420 | 5.556816 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.05,28.1] | sal aou oxygen silicate phosphate_star | 2.771420 | 5.556816 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.05,28.1] | sal aou silicate phosphate | 2.772921 | 5.559913 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.05,28.1] | sal aou silicate phosphate phosphate_star | 2.771420 | 5.556816 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.05,28.1] | sal oxygen silicate phosphate | 2.771504 | 5.564329 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.05,28.1] | sal temp aou silicate phosphate | 2.772019 | 5.553881 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.05,28.1] | sal temp aou silicate phosphate_star | 2.767890 | 5.552829 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.05,28.1] | sal temp oxygen silicate phosphate | 2.768379 | 5.551683 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.05,28.1] | sal temp oxygen silicate phosphate_star | 2.768379 | 5.551683 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.05,28.1] | sal temp silicate phosphate phosphate_star | 2.768379 | 5.551683 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2000-2012 | (28.1, Inf] | sal aou oxygen silicate phosphate | 2.755942 | 7.454887 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.1, Inf] | sal aou oxygen silicate phosphate_star | 2.755942 | 7.454887 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.1, Inf] | sal aou silicate phosphate phosphate_star | 2.755942 | 7.454887 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.1, Inf] | sal aou silicate phosphate_star | 2.758882 | 7.458022 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.1, Inf] | sal oxygen silicate phosphate_star | 2.760993 | 7.459989 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.1, Inf] | sal silicate phosphate phosphate_star | 2.760993 | 7.459989 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.1, Inf] | sal temp aou silicate phosphate_star | 2.758880 | 7.457991 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.1, Inf] | sal temp oxygen silicate phosphate | 2.760963 | 7.459903 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.1, Inf] | sal temp oxygen silicate phosphate_star | 2.760963 | 7.459903 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2000-2012 | (28.1, Inf] | sal temp silicate phosphate phosphate_star | 2.760963 | 7.459903 | 1982-1999 –> 2000-2012 |
| N_Pacific | 2013-2019 | (28.1, Inf] | sal aou oxygen silicate phosphate | 2.999882 | 5.755824 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.1, Inf] | sal aou oxygen silicate phosphate_star | 2.999882 | 5.755824 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.1, Inf] | sal aou silicate phosphate phosphate_star | 2.999882 | 5.755824 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.1, Inf] | sal aou silicate phosphate_star | 3.013572 | 5.772454 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.1, Inf] | sal oxygen silicate phosphate_star | 3.017781 | 5.778773 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.1, Inf] | sal silicate phosphate phosphate_star | 3.017781 | 5.778773 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.1, Inf] | sal temp aou silicate phosphate_star | 3.013552 | 5.772432 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.1, Inf] | sal temp oxygen silicate phosphate | 3.017747 | 5.778710 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.1, Inf] | sal temp oxygen silicate phosphate_star | 3.017747 | 5.778710 | 2000-2012 –> 2013-2019 |
| N_Pacific | 2013-2019 | (28.1, Inf] | sal temp silicate phosphate phosphate_star | 3.017747 | 5.778710 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (-Inf,26] | sal aou oxygen silicate phosphate | 2.693134 | 6.017256 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (-Inf,26] | sal aou oxygen silicate phosphate_star | 2.693134 | 6.017256 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (-Inf,26] | sal temp aou silicate phosphate | 2.703128 | 5.997310 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (-Inf,26] | sal temp aou silicate phosphate_star | 2.700388 | 5.991330 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (-Inf,26] | sal temp oxygen silicate phosphate | 2.696242 | 5.984474 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (-Inf,26] | sal temp oxygen silicate phosphate_star | 2.696242 | 5.984474 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (-Inf,26] | sal temp silicate phosphate phosphate_star | 2.696242 | 5.984474 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (-Inf,26] | temp aou oxygen silicate phosphate | 2.770787 | 5.985032 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (-Inf,26] | temp aou oxygen silicate phosphate_star | 2.770787 | 5.985032 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (-Inf,26] | temp aou silicate phosphate phosphate_star | 2.770787 | 5.985032 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (-Inf,26] | sal aou oxygen silicate phosphate | 2.950067 | 5.643201 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (-Inf,26] | sal aou oxygen silicate phosphate_star | 2.950067 | 5.643201 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (-Inf,26] | sal aou silicate phosphate phosphate_star | 2.950067 | 5.643201 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (-Inf,26] | sal temp aou silicate phosphate | 2.936405 | 5.639533 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (-Inf,26] | sal temp aou silicate phosphate_star | 2.934164 | 5.634553 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (-Inf,26] | sal temp oxygen silicate phosphate | 2.932463 | 5.628704 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (-Inf,26] | sal temp oxygen silicate phosphate_star | 2.932463 | 5.628704 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (-Inf,26] | sal temp silicate phosphate phosphate_star | 2.932463 | 5.628704 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (-Inf,26] | temp aou oxygen silicate phosphate | 2.908531 | 5.679318 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (-Inf,26] | temp aou oxygen silicate phosphate_star | 2.908531 | 5.679318 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (26,26.5] | sal aou oxygen silicate phosphate | 3.066884 | 6.272033 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26,26.5] | sal aou oxygen silicate phosphate_star | 3.066884 | 6.272033 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26,26.5] | sal aou silicate phosphate phosphate_star | 3.066884 | 6.272033 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26,26.5] | sal temp aou oxygen phosphate | 3.023211 | 6.264523 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26,26.5] | sal temp aou oxygen phosphate_star | 3.023211 | 6.264523 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26,26.5] | sal temp aou phosphate phosphate_star | 3.023211 | 6.264523 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26,26.5] | sal temp aou silicate phosphate | 3.090072 | 6.305213 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26,26.5] | temp aou oxygen silicate phosphate | 3.017200 | 6.299116 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26,26.5] | temp aou oxygen silicate phosphate_star | 3.017200 | 6.299116 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26,26.5] | temp aou silicate phosphate phosphate_star | 3.017200 | 6.299116 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (26,26.5] | sal aou oxygen phosphate | 2.903274 | 5.978178 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26,26.5] | sal aou oxygen phosphate phosphate_star | 2.903274 | 5.978178 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26,26.5] | sal aou oxygen phosphate_star | 2.903274 | 5.978178 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26,26.5] | sal aou oxygen silicate phosphate | 2.878953 | 5.945836 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26,26.5] | sal aou oxygen silicate phosphate_star | 2.878953 | 5.945836 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26,26.5] | sal aou silicate phosphate phosphate_star | 2.878953 | 5.945836 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26,26.5] | sal temp aou oxygen phosphate | 2.890909 | 5.914120 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26,26.5] | sal temp aou oxygen phosphate_star | 2.890909 | 5.914120 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26,26.5] | sal temp aou phosphate phosphate_star | 2.890909 | 5.914120 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26,26.5] | sal temp aou silicate phosphate | 2.873956 | 5.964028 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (26.5,26.75] | sal temp aou oxygen phosphate | 3.071269 | 6.137593 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.5,26.75] | sal temp aou oxygen phosphate_star | 3.071269 | 6.137593 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.5,26.75] | sal temp aou phosphate phosphate_star | 3.071269 | 6.137593 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.5,26.75] | sal temp aou silicate phosphate | 3.084733 | 6.134760 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.5,26.75] | sal temp aou silicate phosphate_star | 3.077371 | 6.125262 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.5,26.75] | sal temp oxygen phosphate | 3.081887 | 6.151535 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.5,26.75] | sal temp oxygen phosphate phosphate_star | 3.081887 | 6.151535 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.5,26.75] | sal temp oxygen silicate phosphate | 3.076938 | 6.124463 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.5,26.75] | sal temp oxygen silicate phosphate_star | 3.076938 | 6.124463 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.5,26.75] | sal temp silicate phosphate phosphate_star | 3.076938 | 6.124463 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (26.5,26.75] | sal temp aou oxygen phosphate | 2.708723 | 5.779992 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.5,26.75] | sal temp aou oxygen phosphate_star | 2.708723 | 5.779992 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.5,26.75] | sal temp aou phosphate phosphate_star | 2.708723 | 5.779992 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.5,26.75] | sal temp aou silicate phosphate_star | 2.730782 | 5.808153 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.5,26.75] | sal temp oxygen silicate phosphate | 2.730967 | 5.807905 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.5,26.75] | sal temp oxygen silicate phosphate_star | 2.730967 | 5.807905 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.5,26.75] | sal temp silicate phosphate phosphate_star | 2.730967 | 5.807905 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.5,26.75] | temp aou oxygen silicate phosphate | 2.714866 | 5.808570 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.5,26.75] | temp aou oxygen silicate phosphate_star | 2.714866 | 5.808570 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.5,26.75] | temp aou silicate phosphate phosphate_star | 2.714866 | 5.808570 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (26.75,27] | sal aou oxygen silicate phosphate | 3.797881 | 7.118861 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.75,27] | sal aou oxygen silicate phosphate_star | 3.797881 | 7.118861 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.75,27] | sal aou silicate phosphate phosphate_star | 3.797881 | 7.118861 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.75,27] | sal temp aou oxygen phosphate | 3.734382 | 7.173310 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.75,27] | sal temp aou oxygen phosphate_star | 3.734382 | 7.173310 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.75,27] | sal temp aou silicate phosphate | 3.818269 | 7.164426 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.75,27] | sal temp aou silicate phosphate_star | 3.800396 | 7.163327 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.75,27] | sal temp oxygen silicate phosphate | 3.799888 | 7.166142 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.75,27] | sal temp oxygen silicate phosphate_star | 3.799888 | 7.166142 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (26.75,27] | sal temp silicate phosphate phosphate_star | 3.799888 | 7.166142 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (26.75,27] | sal aou oxygen silicate phosphate | 2.952558 | 6.750439 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.75,27] | sal aou oxygen silicate phosphate_star | 2.952558 | 6.750439 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.75,27] | sal aou silicate phosphate | 2.952710 | 6.790592 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.75,27] | sal aou silicate phosphate phosphate_star | 2.952558 | 6.750439 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.75,27] | sal aou silicate phosphate_star | 2.997482 | 6.798007 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.75,27] | sal temp aou silicate phosphate | 2.952537 | 6.770806 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.75,27] | sal temp aou silicate phosphate_star | 2.964005 | 6.764401 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.75,27] | sal temp oxygen silicate phosphate | 2.965814 | 6.765702 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.75,27] | sal temp oxygen silicate phosphate_star | 2.965814 | 6.765702 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (26.75,27] | sal temp silicate phosphate phosphate_star | 2.965814 | 6.765702 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (27,27.25] | aou oxygen silicate phosphate | 3.675651 | 6.934149 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27,27.25] | aou oxygen silicate phosphate phosphate_star | 3.675651 | 6.934149 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27,27.25] | aou oxygen silicate phosphate_star | 3.675651 | 6.934149 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27,27.25] | aou silicate phosphate phosphate_star | 3.675651 | 6.934149 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27,27.25] | sal aou oxygen silicate phosphate | 3.669109 | 6.925783 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27,27.25] | sal aou oxygen silicate phosphate_star | 3.669109 | 6.925783 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27,27.25] | sal aou silicate phosphate phosphate_star | 3.669109 | 6.925783 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27,27.25] | temp aou oxygen silicate phosphate | 3.660802 | 6.826282 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27,27.25] | temp aou oxygen silicate phosphate_star | 3.660802 | 6.826282 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27,27.25] | temp aou silicate phosphate phosphate_star | 3.660802 | 6.826282 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (27,27.25] | aou oxygen silicate phosphate | 2.655728 | 6.331379 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27,27.25] | aou oxygen silicate phosphate phosphate_star | 2.655728 | 6.331379 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27,27.25] | aou oxygen silicate phosphate_star | 2.655728 | 6.331379 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27,27.25] | aou silicate phosphate phosphate_star | 2.655728 | 6.331379 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27,27.25] | sal aou oxygen silicate phosphate | 2.649190 | 6.318299 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27,27.25] | sal aou oxygen silicate phosphate_star | 2.649190 | 6.318299 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27,27.25] | sal aou silicate phosphate phosphate_star | 2.649190 | 6.318299 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27,27.25] | temp aou oxygen silicate phosphate | 2.645282 | 6.306085 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27,27.25] | temp aou oxygen silicate phosphate_star | 2.645282 | 6.306085 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27,27.25] | temp aou silicate phosphate phosphate_star | 2.645282 | 6.306085 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (27.25,27.5] | sal aou oxygen silicate phosphate | 3.358941 | 6.853705 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.25,27.5] | sal aou oxygen silicate phosphate_star | 3.358941 | 6.853705 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.25,27.5] | sal aou phosphate phosphate_star | 3.359658 | 6.871431 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.25,27.5] | sal aou silicate phosphate phosphate_star | 3.358941 | 6.853705 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.25,27.5] | sal temp aou oxygen phosphate | 3.310528 | 6.800174 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.25,27.5] | sal temp aou oxygen phosphate_star | 3.310528 | 6.800174 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.25,27.5] | sal temp aou phosphate phosphate_star | 3.310528 | 6.800174 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.25,27.5] | temp aou oxygen silicate phosphate | 3.314439 | 6.813666 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.25,27.5] | temp aou oxygen silicate phosphate_star | 3.314439 | 6.813666 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.25,27.5] | temp aou silicate phosphate phosphate_star | 3.314439 | 6.813666 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (27.25,27.5] | sal temp aou oxygen phosphate | 3.002374 | 6.312902 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.25,27.5] | sal temp aou oxygen phosphate_star | 3.002374 | 6.312902 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.25,27.5] | sal temp aou phosphate phosphate_star | 3.002374 | 6.312902 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.25,27.5] | temp aou oxygen phosphate | 3.085854 | 6.400939 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.25,27.5] | temp aou oxygen phosphate phosphate_star | 3.085854 | 6.400939 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.25,27.5] | temp aou oxygen phosphate_star | 3.085854 | 6.400939 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.25,27.5] | temp aou oxygen silicate phosphate | 2.977924 | 6.292363 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.25,27.5] | temp aou oxygen silicate phosphate_star | 2.977924 | 6.292363 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.25,27.5] | temp aou phosphate phosphate_star | 3.085854 | 6.400939 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.25,27.5] | temp aou silicate phosphate phosphate_star | 2.977924 | 6.292363 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (27.5,27.75] | sal aou oxygen silicate phosphate | 3.537164 | 7.372784 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.5,27.75] | sal aou oxygen silicate phosphate_star | 3.537164 | 7.372784 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.5,27.75] | sal aou silicate phosphate phosphate_star | 3.537164 | 7.372784 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.5,27.75] | sal temp aou silicate phosphate | 3.532174 | 7.366447 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.5,27.75] | sal temp aou silicate phosphate_star | 3.529842 | 7.364390 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.5,27.75] | sal temp oxygen silicate phosphate | 3.530407 | 7.364990 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.5,27.75] | sal temp oxygen silicate phosphate_star | 3.530407 | 7.364990 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.5,27.75] | sal temp silicate phosphate phosphate_star | 3.530407 | 7.364990 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.5,27.75] | temp aou oxygen silicate phosphate | 3.538028 | 7.410074 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.5,27.75] | temp aou oxygen silicate phosphate_star | 3.538028 | 7.410074 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (27.5,27.75] | sal aou oxygen silicate phosphate | 2.728597 | 6.265762 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.5,27.75] | sal aou oxygen silicate phosphate_star | 2.728597 | 6.265762 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.5,27.75] | sal aou silicate phosphate phosphate_star | 2.728597 | 6.265762 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.5,27.75] | sal temp aou silicate phosphate | 2.736389 | 6.268563 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.5,27.75] | sal temp aou silicate phosphate_star | 2.743329 | 6.273171 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.5,27.75] | sal temp oxygen silicate phosphate | 2.742519 | 6.272925 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.5,27.75] | sal temp oxygen silicate phosphate_star | 2.742519 | 6.272925 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.5,27.75] | sal temp silicate phosphate phosphate_star | 2.742519 | 6.272925 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.5,27.75] | temp aou oxygen silicate phosphate | 2.742151 | 6.280179 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.5,27.75] | temp aou oxygen silicate phosphate_star | 2.742151 | 6.280179 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (27.75,27.85] | sal aou silicate phosphate phosphate_star | 3.200920 | 7.337571 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.75,27.85] | sal temp aou silicate phosphate | 3.196412 | 7.331110 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.75,27.85] | sal temp aou silicate phosphate_star | 3.188147 | 7.323452 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.75,27.85] | sal temp oxygen silicate phosphate | 3.190869 | 7.325872 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.75,27.85] | sal temp oxygen silicate phosphate_star | 3.190869 | 7.325872 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.75,27.85] | sal temp silicate phosphate phosphate_star | 3.190869 | 7.325872 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.75,27.85] | temp aou oxygen silicate phosphate | 3.197921 | 7.333978 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.75,27.85] | temp aou oxygen silicate phosphate_star | 3.197921 | 7.333978 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.75,27.85] | temp aou silicate phosphate phosphate_star | 3.197921 | 7.333978 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.75,27.85] | temp aou silicate phosphate_star | 3.199139 | 7.336839 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (27.75,27.85] | aou oxygen silicate phosphate | 3.021500 | 6.230101 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.75,27.85] | aou oxygen silicate phosphate phosphate_star | 3.021500 | 6.230101 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.75,27.85] | aou oxygen silicate phosphate_star | 3.021500 | 6.230101 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.75,27.85] | aou silicate phosphate phosphate_star | 3.021500 | 6.230101 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.75,27.85] | sal aou oxygen silicate phosphate | 3.017829 | 6.218749 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.75,27.85] | sal aou oxygen silicate phosphate_star | 3.017829 | 6.218749 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.75,27.85] | sal aou silicate phosphate phosphate_star | 3.017829 | 6.218749 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.75,27.85] | temp aou oxygen silicate phosphate | 2.988999 | 6.186920 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.75,27.85] | temp aou oxygen silicate phosphate_star | 2.988999 | 6.186920 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.75,27.85] | temp aou silicate phosphate phosphate_star | 2.988999 | 6.186920 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (27.85,27.95] | sal aou oxygen silicate phosphate | 3.215737 | 6.429254 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.85,27.95] | sal aou oxygen silicate phosphate_star | 3.215737 | 6.429254 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.85,27.95] | sal aou silicate phosphate phosphate_star | 3.215737 | 6.429254 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.85,27.95] | sal oxygen silicate phosphate | 3.222964 | 6.437033 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.85,27.95] | sal oxygen silicate phosphate_star | 3.222964 | 6.437033 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.85,27.95] | sal temp aou silicate phosphate | 3.217063 | 6.434259 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.85,27.95] | sal temp aou silicate phosphate_star | 3.215590 | 6.422438 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.85,27.95] | sal temp oxygen silicate phosphate | 3.216230 | 6.427507 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.85,27.95] | sal temp oxygen silicate phosphate_star | 3.216230 | 6.427507 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.85,27.95] | sal temp silicate phosphate phosphate_star | 3.216230 | 6.427507 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (27.85,27.95] | sal aou oxygen silicate phosphate | 2.989635 | 6.205372 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.85,27.95] | sal aou oxygen silicate phosphate_star | 2.989635 | 6.205372 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.85,27.95] | sal aou silicate phosphate phosphate_star | 2.989635 | 6.205372 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.85,27.95] | sal oxygen silicate phosphate_star | 2.994075 | 6.217038 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.85,27.95] | sal silicate phosphate phosphate_star | 2.994075 | 6.217038 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.85,27.95] | sal temp aou silicate phosphate | 2.988546 | 6.205610 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.85,27.95] | sal temp aou silicate phosphate_star | 2.996219 | 6.211809 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.85,27.95] | sal temp oxygen silicate phosphate | 2.991858 | 6.208088 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.85,27.95] | sal temp oxygen silicate phosphate_star | 2.991858 | 6.208088 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.85,27.95] | sal temp silicate phosphate phosphate_star | 2.991858 | 6.208088 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (27.95,28.05] | sal aou oxygen silicate phosphate | 3.301864 | 6.560344 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.95,28.05] | sal aou oxygen silicate phosphate_star | 3.301864 | 6.560344 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.95,28.05] | sal aou silicate phosphate phosphate_star | 3.301864 | 6.560344 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.95,28.05] | sal oxygen silicate phosphate | 3.303529 | 6.597188 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.95,28.05] | sal oxygen silicate phosphate phosphate_star | 3.303529 | 6.597188 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.95,28.05] | sal temp aou silicate phosphate | 3.304526 | 6.590371 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.95,28.05] | sal temp aou silicate phosphate_star | 3.299202 | 6.561821 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.95,28.05] | sal temp oxygen silicate phosphate | 3.300959 | 6.575017 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.95,28.05] | sal temp oxygen silicate phosphate_star | 3.300959 | 6.575017 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (27.95,28.05] | sal temp silicate phosphate phosphate_star | 3.300959 | 6.575017 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (27.95,28.05] | sal aou oxygen silicate phosphate | 2.699336 | 6.001200 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.95,28.05] | sal aou oxygen silicate phosphate_star | 2.699336 | 6.001200 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.95,28.05] | sal aou silicate phosphate phosphate_star | 2.699336 | 6.001200 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.95,28.05] | sal aou silicate phosphate_star | 2.742587 | 6.082923 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.95,28.05] | sal oxygen silicate phosphate | 2.792020 | 6.095549 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.95,28.05] | sal temp aou silicate phosphate | 2.720662 | 6.025188 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.95,28.05] | sal temp aou silicate phosphate_star | 2.706452 | 6.005654 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.95,28.05] | sal temp oxygen silicate phosphate | 2.716245 | 6.017204 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.95,28.05] | sal temp oxygen silicate phosphate_star | 2.716245 | 6.017204 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (27.95,28.05] | sal temp silicate phosphate phosphate_star | 2.716245 | 6.017204 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (28.05,28.1] | sal temp aou silicate phosphate | 3.360947 | 6.101650 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.05,28.1] | sal temp aou silicate phosphate_star | 3.366233 | 6.098601 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.05,28.1] | sal temp oxygen silicate phosphate | 3.362375 | 6.094697 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.05,28.1] | sal temp oxygen silicate phosphate_star | 3.362375 | 6.094697 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.05,28.1] | sal temp silicate phosphate phosphate_star | 3.362375 | 6.094697 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.05,28.1] | temp aou oxygen silicate phosphate | 3.361722 | 6.101544 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.05,28.1] | temp aou oxygen silicate phosphate_star | 3.361722 | 6.101544 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.05,28.1] | temp aou silicate phosphate phosphate_star | 3.361722 | 6.101544 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.05,28.1] | temp oxygen silicate phosphate_star | 3.364024 | 6.103846 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.05,28.1] | temp silicate phosphate phosphate_star | 3.364024 | 6.103846 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (28.05,28.1] | sal aou oxygen silicate phosphate | 2.491462 | 5.852340 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.05,28.1] | sal aou oxygen silicate phosphate_star | 2.491462 | 5.852340 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.05,28.1] | sal aou silicate phosphate phosphate_star | 2.491462 | 5.852340 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.05,28.1] | sal oxygen silicate phosphate | 2.496958 | 5.863778 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.05,28.1] | sal oxygen silicate phosphate_star | 2.496958 | 5.863778 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.05,28.1] | sal silicate phosphate phosphate_star | 2.496958 | 5.863778 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.05,28.1] | sal temp aou silicate phosphate_star | 2.488387 | 5.854620 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.05,28.1] | sal temp oxygen silicate phosphate | 2.496224 | 5.858598 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.05,28.1] | sal temp oxygen silicate phosphate_star | 2.496224 | 5.858598 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.05,28.1] | sal temp silicate phosphate phosphate_star | 2.496224 | 5.858598 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (28.1,28.15] | sal temp aou oxygen phosphate | 3.212706 | 6.513783 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.1,28.15] | sal temp aou oxygen phosphate_star | 3.212706 | 6.513783 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.1,28.15] | sal temp aou phosphate phosphate_star | 3.212706 | 6.513783 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.1,28.15] | temp aou oxygen phosphate | 3.212863 | 6.519293 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.1,28.15] | temp aou oxygen phosphate phosphate_star | 3.212863 | 6.519293 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.1,28.15] | temp aou oxygen phosphate_star | 3.212863 | 6.519293 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.1,28.15] | temp aou oxygen silicate phosphate | 3.198805 | 6.504355 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.1,28.15] | temp aou oxygen silicate phosphate_star | 3.198805 | 6.504355 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.1,28.15] | temp aou phosphate phosphate_star | 3.212863 | 6.519293 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.1,28.15] | temp aou silicate phosphate phosphate_star | 3.198805 | 6.504355 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (28.1,28.15] | sal aou oxygen silicate phosphate | 2.467749 | 5.680159 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.1,28.15] | sal aou oxygen silicate phosphate_star | 2.467749 | 5.680159 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.1,28.15] | sal aou silicate phosphate phosphate_star | 2.467749 | 5.680159 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.1,28.15] | sal temp aou oxygen phosphate | 2.514863 | 5.727569 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.1,28.15] | sal temp aou oxygen phosphate_star | 2.514863 | 5.727569 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.1,28.15] | sal temp aou phosphate phosphate_star | 2.514863 | 5.727569 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.1,28.15] | sal temp aou silicate phosphate | 2.469844 | 5.721558 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.1,28.15] | temp aou oxygen silicate phosphate | 2.513952 | 5.712757 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.1,28.15] | temp aou oxygen silicate phosphate_star | 2.513952 | 5.712757 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.1,28.15] | temp aou silicate phosphate phosphate_star | 2.513952 | 5.712757 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (28.15,28.2] | sal aou oxygen silicate phosphate | 3.435434 | 6.638756 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.15,28.2] | sal aou oxygen silicate phosphate_star | 3.435434 | 6.638756 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.15,28.2] | sal aou silicate phosphate phosphate_star | 3.435434 | 6.638756 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.15,28.2] | sal temp aou oxygen phosphate | 3.404755 | 6.601698 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.15,28.2] | sal temp aou oxygen phosphate_star | 3.404755 | 6.601698 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.15,28.2] | sal temp aou phosphate phosphate_star | 3.404755 | 6.601698 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.15,28.2] | temp aou oxygen phosphate_star | 3.442003 | 6.642715 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.15,28.2] | temp aou oxygen silicate phosphate | 3.441705 | 6.642074 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.15,28.2] | temp aou oxygen silicate phosphate_star | 3.441705 | 6.642074 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.15,28.2] | temp aou silicate phosphate phosphate_star | 3.441705 | 6.642074 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (28.15,28.2] | sal aou oxygen phosphate | 2.538967 | 5.977902 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.15,28.2] | sal aou oxygen phosphate phosphate_star | 2.538967 | 5.977902 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.15,28.2] | sal aou oxygen phosphate_star | 2.538967 | 5.977902 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.15,28.2] | sal aou oxygen silicate phosphate | 2.534344 | 5.969778 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.15,28.2] | sal aou oxygen silicate phosphate_star | 2.534344 | 5.969778 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.15,28.2] | sal aou phosphate phosphate_star | 2.538967 | 5.977902 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.15,28.2] | sal aou silicate phosphate phosphate_star | 2.534344 | 5.969778 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.15,28.2] | sal temp aou oxygen phosphate | 2.521908 | 5.926663 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.15,28.2] | sal temp aou oxygen phosphate_star | 2.521908 | 5.926663 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.15,28.2] | sal temp aou phosphate phosphate_star | 2.521908 | 5.926663 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2000-2012 | (28.2, Inf] | sal aou oxygen phosphate | 2.975515 | 5.761821 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.2, Inf] | sal aou oxygen phosphate phosphate_star | 2.975515 | 5.761821 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.2, Inf] | sal aou oxygen phosphate_star | 2.975515 | 5.761821 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.2, Inf] | sal aou oxygen silicate phosphate | 2.975245 | 5.757384 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.2, Inf] | sal aou oxygen silicate phosphate_star | 2.975245 | 5.757384 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.2, Inf] | sal aou phosphate phosphate_star | 2.975515 | 5.761821 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.2, Inf] | sal aou silicate phosphate phosphate_star | 2.975245 | 5.757384 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.2, Inf] | sal temp aou oxygen phosphate | 2.963653 | 5.747659 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.2, Inf] | sal temp aou oxygen phosphate_star | 2.963653 | 5.747659 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2000-2012 | (28.2, Inf] | sal temp aou phosphate phosphate_star | 2.963653 | 5.747659 | 1982-1999 –> 2000-2012 |
| S_Atlantic | 2013-2019 | (28.2, Inf] | sal aou oxygen silicate phosphate | 2.909037 | 5.884282 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.2, Inf] | sal aou oxygen silicate phosphate_star | 2.909037 | 5.884282 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.2, Inf] | sal aou silicate phosphate phosphate_star | 2.909037 | 5.884282 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.2, Inf] | sal temp aou oxygen phosphate | 2.913873 | 5.877526 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.2, Inf] | sal temp aou oxygen phosphate_star | 2.913873 | 5.877526 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.2, Inf] | sal temp aou phosphate | 2.917293 | 5.890246 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.2, Inf] | sal temp aou phosphate phosphate_star | 2.913873 | 5.877526 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.2, Inf] | sal temp aou silicate phosphate | 2.909243 | 5.880560 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.2, Inf] | sal temp oxygen silicate phosphate | 2.901292 | 5.893828 | 2000-2012 –> 2013-2019 |
| S_Atlantic | 2013-2019 | (28.2, Inf] | sal temp silicate phosphate phosphate_star | 2.901292 | 5.893828 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (-Inf,26] | sal temp aou oxygen phosphate | 6.743500 | 21.442973 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (-Inf,26] | sal temp aou silicate phosphate | 6.717041 | 21.377851 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (-Inf,26] | sal temp aou silicate phosphate_star | 6.709935 | 21.365392 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (-Inf,26] | sal temp oxygen silicate phosphate | 6.710082 | 21.362947 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (-Inf,26] | sal temp oxygen silicate phosphate_star | 6.710082 | 21.362947 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (-Inf,26] | sal temp silicate phosphate phosphate_star | 6.710082 | 21.362947 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (-Inf,26] | sal temp silicate phosphate_star | 6.710445 | 21.375895 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (-Inf,26] | temp aou oxygen silicate phosphate | 6.842818 | 21.376975 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (-Inf,26] | temp aou oxygen silicate phosphate_star | 6.842818 | 21.376975 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (-Inf,26] | temp aou silicate phosphate phosphate_star | 6.842818 | 21.376975 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (-Inf,26] | sal aou silicate phosphate phosphate_star | 4.190799 | 10.999579 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (-Inf,26] | sal temp aou silicate phosphate | 4.011931 | 10.728972 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (-Inf,26] | sal temp aou silicate phosphate_star | 3.988788 | 10.698723 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (-Inf,26] | sal temp oxygen silicate phosphate | 3.986198 | 10.696280 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (-Inf,26] | sal temp oxygen silicate phosphate_star | 3.986198 | 10.696280 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (-Inf,26] | sal temp silicate phosphate phosphate_star | 3.986198 | 10.696280 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (-Inf,26] | sal temp silicate phosphate_star | 4.005287 | 10.715733 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (-Inf,26] | temp aou oxygen silicate phosphate | 4.126196 | 10.969013 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (-Inf,26] | temp aou oxygen silicate phosphate_star | 4.126196 | 10.969013 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (-Inf,26] | temp aou silicate phosphate phosphate_star | 4.126196 | 10.969013 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (26,26.5] | sal temp aou oxygen phosphate | 4.288909 | 11.069096 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26,26.5] | sal temp aou oxygen phosphate_star | 4.288909 | 11.069096 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26,26.5] | sal temp aou phosphate phosphate_star | 4.288909 | 11.069096 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26,26.5] | sal temp aou silicate phosphate_star | 4.374335 | 11.173664 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26,26.5] | sal temp oxygen silicate phosphate | 4.371442 | 11.169349 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26,26.5] | sal temp oxygen silicate phosphate_star | 4.371442 | 11.169349 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26,26.5] | sal temp silicate phosphate phosphate_star | 4.371442 | 11.169349 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26,26.5] | temp aou oxygen silicate phosphate | 4.291668 | 11.146632 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26,26.5] | temp aou oxygen silicate phosphate_star | 4.291668 | 11.146632 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26,26.5] | temp aou silicate phosphate phosphate_star | 4.291668 | 11.146632 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (26,26.5] | sal temp aou silicate phosphate | 3.086910 | 7.492397 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26,26.5] | sal temp aou silicate phosphate_star | 3.074376 | 7.448711 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26,26.5] | sal temp oxygen silicate phosphate | 3.072754 | 7.444196 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26,26.5] | sal temp oxygen silicate phosphate_star | 3.072754 | 7.444196 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26,26.5] | sal temp silicate phosphate phosphate_star | 3.072754 | 7.444196 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26,26.5] | temp aou oxygen silicate phosphate | 3.076978 | 7.368646 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26,26.5] | temp aou oxygen silicate phosphate_star | 3.076978 | 7.368646 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26,26.5] | temp aou silicate phosphate phosphate_star | 3.076978 | 7.368646 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26,26.5] | temp oxygen silicate phosphate_star | 3.155248 | 7.536264 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26,26.5] | temp silicate phosphate phosphate_star | 3.155248 | 7.536264 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (26.5,26.75] | sal temp aou oxygen phosphate | 5.021399 | 9.864810 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.5,26.75] | sal temp aou oxygen phosphate_star | 5.021399 | 9.864810 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.5,26.75] | sal temp aou phosphate phosphate_star | 5.021399 | 9.864810 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.5,26.75] | temp aou oxygen phosphate | 5.021406 | 9.864935 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.5,26.75] | temp aou oxygen phosphate phosphate_star | 5.021406 | 9.864935 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.5,26.75] | temp aou oxygen phosphate_star | 5.021406 | 9.864935 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.5,26.75] | temp aou oxygen silicate phosphate | 4.974584 | 9.799068 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.5,26.75] | temp aou oxygen silicate phosphate_star | 4.974584 | 9.799068 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.5,26.75] | temp aou phosphate phosphate_star | 5.021406 | 9.864935 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.5,26.75] | temp aou silicate phosphate phosphate_star | 4.974584 | 9.799068 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (26.5,26.75] | sal aou oxygen silicate phosphate | 3.853886 | 8.898825 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.5,26.75] | sal aou silicate phosphate phosphate_star | 3.853886 | 8.898825 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.5,26.75] | sal temp aou silicate phosphate | 3.831862 | 8.855029 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.5,26.75] | sal temp aou silicate phosphate_star | 3.825385 | 8.838087 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.5,26.75] | sal temp oxygen silicate phosphate | 3.824450 | 8.836713 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.5,26.75] | sal temp oxygen silicate phosphate_star | 3.824450 | 8.836713 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.5,26.75] | sal temp silicate phosphate phosphate_star | 3.824450 | 8.836713 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.5,26.75] | temp aou oxygen silicate phosphate | 3.909803 | 8.884387 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.5,26.75] | temp aou oxygen silicate phosphate_star | 3.909803 | 8.884387 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.5,26.75] | temp aou silicate phosphate phosphate_star | 3.909803 | 8.884387 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (26.75,27] | sal temp aou oxygen phosphate | 4.750568 | 13.346238 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.75,27] | sal temp aou oxygen phosphate_star | 4.750568 | 13.346238 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.75,27] | sal temp aou phosphate phosphate_star | 4.750568 | 13.346238 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.75,27] | sal temp aou silicate phosphate_star | 4.880649 | 13.475307 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.75,27] | sal temp oxygen silicate phosphate | 4.881043 | 13.475780 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.75,27] | sal temp oxygen silicate phosphate_star | 4.881043 | 13.475780 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.75,27] | sal temp silicate phosphate phosphate_star | 4.881043 | 13.475780 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.75,27] | temp aou oxygen silicate phosphate | 4.807060 | 13.421808 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.75,27] | temp aou oxygen silicate phosphate_star | 4.807060 | 13.421808 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (26.75,27] | temp aou silicate phosphate phosphate_star | 4.807060 | 13.421808 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (26.75,27] | sal temp aou oxygen phosphate | 3.681110 | 8.431679 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.75,27] | sal temp aou oxygen phosphate_star | 3.681110 | 8.431679 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.75,27] | sal temp aou phosphate phosphate_star | 3.681110 | 8.431679 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.75,27] | sal temp aou silicate phosphate_star | 3.626178 | 8.506827 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.75,27] | sal temp oxygen silicate phosphate | 3.627842 | 8.508885 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.75,27] | sal temp oxygen silicate phosphate_star | 3.627842 | 8.508885 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.75,27] | sal temp silicate phosphate phosphate_star | 3.627842 | 8.508885 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.75,27] | temp aou oxygen silicate phosphate | 3.449762 | 8.256822 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.75,27] | temp aou oxygen silicate phosphate_star | 3.449762 | 8.256822 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (26.75,27] | temp aou silicate phosphate phosphate_star | 3.449762 | 8.256822 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (27,27.25] | sal aou oxygen silicate phosphate | 3.629191 | 8.039282 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27,27.25] | sal aou oxygen silicate phosphate_star | 3.629191 | 8.039282 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27,27.25] | sal aou silicate phosphate phosphate_star | 3.629191 | 8.039282 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27,27.25] | sal aou silicate phosphate_star | 3.692643 | 8.183666 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27,27.25] | sal oxygen silicate phosphate_star | 3.712791 | 8.221035 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27,27.25] | sal temp aou silicate phosphate | 3.607193 | 8.039605 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27,27.25] | sal temp aou silicate phosphate_star | 3.616423 | 8.041061 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27,27.25] | sal temp oxygen silicate phosphate | 3.613919 | 8.040764 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27,27.25] | sal temp oxygen silicate phosphate_star | 3.613919 | 8.040764 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27,27.25] | sal temp silicate phosphate phosphate_star | 3.613919 | 8.040764 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (27,27.25] | sal aou oxygen silicate phosphate | 2.886314 | 6.515505 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27,27.25] | sal aou oxygen silicate phosphate_star | 2.886314 | 6.515505 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27,27.25] | sal aou silicate phosphate phosphate_star | 2.886314 | 6.515505 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27,27.25] | sal aou silicate phosphate_star | 3.024833 | 6.717476 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27,27.25] | sal oxygen silicate phosphate_star | 3.073647 | 6.786437 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27,27.25] | sal temp aou silicate phosphate | 2.862986 | 6.470178 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27,27.25] | sal temp aou silicate phosphate_star | 2.869784 | 6.486207 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27,27.25] | sal temp oxygen silicate phosphate | 2.866654 | 6.480573 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27,27.25] | sal temp oxygen silicate phosphate_star | 2.866654 | 6.480573 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27,27.25] | sal temp silicate phosphate phosphate_star | 2.866654 | 6.480573 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (27.25,27.5] | sal aou oxygen silicate phosphate | 3.733345 | 7.607101 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.25,27.5] | sal aou oxygen silicate phosphate_star | 3.733345 | 7.607101 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.25,27.5] | sal aou silicate phosphate | 3.739359 | 7.615662 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.25,27.5] | sal aou silicate phosphate phosphate_star | 3.733345 | 7.607101 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.25,27.5] | sal oxygen silicate phosphate | 3.746183 | 7.688634 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.25,27.5] | sal temp aou silicate phosphate | 3.731747 | 7.605370 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.25,27.5] | sal temp aou silicate phosphate_star | 3.737864 | 7.612476 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.25,27.5] | sal temp oxygen silicate phosphate | 3.736302 | 7.610751 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.25,27.5] | sal temp oxygen silicate phosphate_star | 3.736302 | 7.610751 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.25,27.5] | sal temp silicate phosphate phosphate_star | 3.736302 | 7.610751 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (27.25,27.5] | sal aou oxygen silicate phosphate | 2.741248 | 6.474594 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.25,27.5] | sal aou oxygen silicate phosphate_star | 2.741248 | 6.474594 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.25,27.5] | sal aou silicate phosphate phosphate_star | 2.741248 | 6.474594 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.25,27.5] | sal oxygen silicate phosphate_star | 2.745232 | 6.491415 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.25,27.5] | sal silicate phosphate phosphate_star | 2.745232 | 6.491415 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.25,27.5] | sal temp aou silicate phosphate | 2.735357 | 6.467104 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.25,27.5] | sal temp aou silicate phosphate_star | 2.745870 | 6.483734 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.25,27.5] | sal temp oxygen silicate phosphate | 2.743516 | 6.479818 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.25,27.5] | sal temp oxygen silicate phosphate_star | 2.743516 | 6.479818 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.25,27.5] | sal temp silicate phosphate phosphate_star | 2.743516 | 6.479818 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (27.5,27.75] | sal temp aou silicate phosphate_star | 3.274942 | 7.480983 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.5,27.75] | sal temp oxygen silicate phosphate | 3.283465 | 7.488977 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.5,27.75] | sal temp oxygen silicate phosphate_star | 3.283465 | 7.488977 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.5,27.75] | sal temp silicate phosphate phosphate_star | 3.283465 | 7.488977 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.5,27.75] | temp aou oxygen silicate phosphate | 3.204257 | 7.418633 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.5,27.75] | temp aou oxygen silicate phosphate_star | 3.204257 | 7.418633 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.5,27.75] | temp aou silicate phosphate phosphate_star | 3.204257 | 7.418633 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.5,27.75] | temp aou silicate phosphate_star | 3.275297 | 7.493793 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.5,27.75] | temp oxygen silicate phosphate_star | 3.283558 | 7.501944 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.5,27.75] | temp silicate phosphate phosphate_star | 3.283558 | 7.501944 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (27.5,27.75] | sal aou oxygen silicate phosphate | 2.601755 | 5.926356 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.5,27.75] | sal aou oxygen silicate phosphate_star | 2.601755 | 5.926356 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.5,27.75] | sal temp aou silicate phosphate | 2.597566 | 5.900124 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.5,27.75] | sal temp aou silicate phosphate_star | 2.595314 | 5.870255 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.5,27.75] | sal temp oxygen silicate phosphate | 2.595582 | 5.879046 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.5,27.75] | sal temp oxygen silicate phosphate_star | 2.595582 | 5.879046 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.5,27.75] | sal temp silicate phosphate phosphate_star | 2.595582 | 5.879046 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.5,27.75] | temp aou oxygen silicate phosphate | 2.669409 | 5.873665 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.5,27.75] | temp aou oxygen silicate phosphate_star | 2.669409 | 5.873665 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.5,27.75] | temp aou silicate phosphate phosphate_star | 2.669409 | 5.873665 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (27.75,27.85] | sal temp aou oxygen phosphate | 2.858917 | 6.182832 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.75,27.85] | sal temp aou oxygen phosphate_star | 2.858917 | 6.182832 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.75,27.85] | sal temp aou phosphate phosphate_star | 2.858917 | 6.182832 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.75,27.85] | sal temp aou silicate phosphate_star | 2.889640 | 6.216550 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.75,27.85] | sal temp oxygen silicate phosphate | 2.887346 | 6.214836 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.75,27.85] | sal temp oxygen silicate phosphate_star | 2.887346 | 6.214836 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.75,27.85] | sal temp silicate phosphate phosphate_star | 2.887346 | 6.214836 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.75,27.85] | temp aou oxygen silicate phosphate | 2.795311 | 6.138837 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.75,27.85] | temp aou oxygen silicate phosphate_star | 2.795311 | 6.138837 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.75,27.85] | temp aou silicate phosphate phosphate_star | 2.795311 | 6.138837 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (27.75,27.85] | sal temp aou silicate phosphate_star | 2.377467 | 5.267106 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.75,27.85] | sal temp oxygen silicate phosphate | 2.376997 | 5.264344 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.75,27.85] | sal temp oxygen silicate phosphate_star | 2.376997 | 5.264344 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.75,27.85] | sal temp silicate phosphate phosphate_star | 2.376997 | 5.264344 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.75,27.85] | sal temp silicate phosphate_star | 2.380373 | 5.286002 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.75,27.85] | temp aou oxygen silicate phosphate | 2.375323 | 5.170634 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.75,27.85] | temp aou oxygen silicate phosphate_star | 2.375323 | 5.170634 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.75,27.85] | temp aou silicate phosphate phosphate_star | 2.375323 | 5.170634 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.75,27.85] | temp oxygen silicate phosphate | 2.401047 | 5.296152 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.75,27.85] | temp oxygen silicate phosphate phosphate_star | 2.401047 | 5.296152 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (27.85,27.95] | aou oxygen silicate phosphate | 2.736882 | 6.812867 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.85,27.95] | aou oxygen silicate phosphate phosphate_star | 2.736882 | 6.812867 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.85,27.95] | aou oxygen silicate phosphate_star | 2.736882 | 6.812867 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.85,27.95] | aou silicate phosphate phosphate_star | 2.736882 | 6.812867 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.85,27.95] | sal aou oxygen silicate phosphate | 2.736236 | 6.811336 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.85,27.95] | sal aou oxygen silicate phosphate_star | 2.736236 | 6.811336 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.85,27.95] | sal aou silicate phosphate phosphate_star | 2.736236 | 6.811336 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.85,27.95] | temp aou oxygen silicate phosphate | 2.729579 | 6.801783 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.85,27.95] | temp aou oxygen silicate phosphate_star | 2.729579 | 6.801783 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.85,27.95] | temp aou silicate phosphate phosphate_star | 2.729579 | 6.801783 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (27.85,27.95] | sal temp aou silicate phosphate | 2.292165 | 5.021952 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.85,27.95] | sal temp aou silicate phosphate_star | 2.279952 | 5.010614 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.85,27.95] | sal temp oxygen silicate phosphate | 2.279285 | 5.009926 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.85,27.95] | sal temp oxygen silicate phosphate_star | 2.279285 | 5.009926 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.85,27.95] | sal temp silicate phosphate phosphate_star | 2.279285 | 5.009926 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.85,27.95] | sal temp silicate phosphate_star | 2.297220 | 5.027975 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.85,27.95] | temp aou oxygen silicate phosphate | 2.292154 | 5.021733 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.85,27.95] | temp aou oxygen silicate phosphate_star | 2.292154 | 5.021733 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.85,27.95] | temp aou silicate phosphate phosphate_star | 2.292154 | 5.021733 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.85,27.95] | temp oxygen silicate phosphate | 2.297865 | 5.028531 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (27.95,28.05] | sal aou oxygen silicate phosphate | 2.664340 | 6.371106 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.95,28.05] | sal aou oxygen silicate phosphate_star | 2.664340 | 6.371106 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.95,28.05] | sal aou silicate phosphate phosphate_star | 2.664340 | 6.371106 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.95,28.05] | sal temp aou oxygen phosphate | 2.706454 | 6.372833 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.95,28.05] | sal temp aou oxygen phosphate_star | 2.706454 | 6.372833 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.95,28.05] | sal temp aou phosphate phosphate_star | 2.706454 | 6.372833 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.95,28.05] | temp aou oxygen phosphate_star | 2.708609 | 6.384710 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.95,28.05] | temp aou oxygen silicate phosphate | 2.683392 | 6.357100 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.95,28.05] | temp aou oxygen silicate phosphate_star | 2.683392 | 6.357100 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (27.95,28.05] | temp aou silicate phosphate phosphate_star | 2.683392 | 6.357100 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (27.95,28.05] | sal aou oxygen silicate phosphate | 3.559088 | 6.223428 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.95,28.05] | sal aou oxygen silicate phosphate_star | 3.559088 | 6.223428 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.95,28.05] | sal aou silicate phosphate phosphate_star | 3.559088 | 6.223428 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.95,28.05] | sal temp aou oxygen phosphate_star | 3.571853 | 6.278308 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.95,28.05] | sal temp aou silicate phosphate | 3.561237 | 6.229496 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.95,28.05] | sal temp aou silicate phosphate_star | 3.577154 | 6.266741 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.95,28.05] | sal temp oxygen silicate phosphate | 3.576240 | 6.263395 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.95,28.05] | sal temp oxygen silicate phosphate_star | 3.576240 | 6.263395 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.95,28.05] | sal temp silicate phosphate phosphate_star | 3.576240 | 6.263395 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (27.95,28.05] | sal temp silicate phosphate_star | 3.578582 | 6.275201 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (28.05,28.1] | sal aou oxygen silicate phosphate | 2.500496 | 5.978248 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.05,28.1] | sal aou oxygen silicate phosphate_star | 2.500496 | 5.978248 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.05,28.1] | sal aou silicate phosphate | 2.515985 | 6.001590 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.05,28.1] | sal aou silicate phosphate phosphate_star | 2.500496 | 5.978248 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.05,28.1] | sal temp aou silicate phosphate | 2.496607 | 5.979553 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.05,28.1] | sal temp aou silicate phosphate_star | 2.503110 | 6.005514 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.05,28.1] | sal temp oxygen silicate phosphate | 2.501373 | 6.003617 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.05,28.1] | sal temp oxygen silicate phosphate_star | 2.501373 | 6.003617 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.05,28.1] | sal temp silicate phosphate phosphate_star | 2.501373 | 6.003617 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.05,28.1] | sal temp silicate phosphate_star | 2.529196 | 6.031600 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (28.05,28.1] | sal aou oxygen silicate phosphate | 2.195138 | 4.695634 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.05,28.1] | sal aou oxygen silicate phosphate_star | 2.195138 | 4.695634 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.05,28.1] | sal aou silicate phosphate phosphate_star | 2.195138 | 4.695634 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.05,28.1] | sal temp aou phosphate phosphate_star | 2.184009 | 4.747918 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.05,28.1] | sal temp aou silicate phosphate | 2.173629 | 4.670236 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.05,28.1] | sal temp aou silicate phosphate_star | 2.178278 | 4.681388 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.05,28.1] | sal temp oxygen silicate phosphate | 2.178579 | 4.679952 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.05,28.1] | sal temp oxygen silicate phosphate_star | 2.178579 | 4.679952 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.05,28.1] | sal temp silicate phosphate phosphate_star | 2.178579 | 4.679952 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.05,28.1] | sal temp silicate phosphate_star | 2.180082 | 4.709278 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2000-2012 | (28.1, Inf] | sal aou oxygen silicate phosphate | 2.349587 | 6.227090 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.1, Inf] | sal aou oxygen silicate phosphate_star | 2.349587 | 6.227090 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.1, Inf] | sal temp aou oxygen phosphate | 2.337396 | 6.107244 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.1, Inf] | sal temp aou oxygen phosphate_star | 2.337396 | 6.107244 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.1, Inf] | sal temp aou phosphate | 2.425621 | 6.214126 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.1, Inf] | sal temp aou phosphate phosphate_star | 2.337396 | 6.107244 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.1, Inf] | sal temp aou silicate phosphate | 2.407908 | 6.177365 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.1, Inf] | temp aou oxygen silicate phosphate | 2.374490 | 6.141769 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.1, Inf] | temp aou oxygen silicate phosphate_star | 2.374490 | 6.141769 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2000-2012 | (28.1, Inf] | temp aou silicate phosphate phosphate_star | 2.374490 | 6.141769 | 1982-1999 –> 2000-2012 |
| S_Pacific | 2013-2019 | (28.1, Inf] | sal aou oxygen phosphate | 2.030905 | 4.384929 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.1, Inf] | sal aou oxygen phosphate phosphate_star | 2.030905 | 4.384929 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.1, Inf] | sal aou oxygen phosphate_star | 2.030905 | 4.384929 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.1, Inf] | sal aou oxygen silicate phosphate | 2.003192 | 4.352780 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.1, Inf] | sal aou oxygen silicate phosphate_star | 2.003192 | 4.352780 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.1, Inf] | sal aou phosphate phosphate_star | 2.030905 | 4.384929 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.1, Inf] | sal aou silicate phosphate phosphate_star | 2.003192 | 4.352780 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.1, Inf] | sal temp aou oxygen phosphate | 2.030703 | 4.368099 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.1, Inf] | sal temp aou oxygen phosphate_star | 2.030703 | 4.368099 | 2000-2012 –> 2013-2019 |
| S_Pacific | 2013-2019 | (28.1, Inf] | sal temp aou phosphate phosphate_star | 2.030703 | 4.368099 | 2000-2012 –> 2013-2019 |
2.4 Correlations RMSE between eras
2.4.1 All models
max_rmse <-
max(c(lm_all_stats_eras$rmse,
lm_all_stats_eras$rmse_sum - lm_all_stats_eras$rmse))
lm_all_stats_eras %>%
ggplot(aes(rmse, rmse_sum - rmse, col = gamma_slab)) +
geom_point() +
scale_color_viridis_d() +
coord_equal(xlim = c(0,max_rmse),
ylim = c(0,max_rmse)) +
facet_grid(eras ~ basin)
| Version | Author | Date |
|---|---|---|
| ba112d3 | jens-daniel-mueller | 2020-12-11 |
| 24a632f | jens-daniel-mueller | 2020-12-07 |
| 6a8004b | jens-daniel-mueller | 2020-12-07 |
| 70bf1a5 | jens-daniel-mueller | 2020-12-07 |
| 7555355 | jens-daniel-mueller | 2020-12-07 |
| 143d6fa | jens-daniel-mueller | 2020-12-07 |
| 090e4d5 | jens-daniel-mueller | 2020-12-02 |
| 7c25f7a | jens-daniel-mueller | 2020-12-02 |
| b03ddb8 | jens-daniel-mueller | 2020-12-02 |
| 91435ae | jens-daniel-mueller | 2020-12-01 |
| 196be51 | jens-daniel-mueller | 2020-11-30 |
rm(max_rmse)2.4.2 Best models
max_rmse <-
max(c(lm_best$rmse,
lm_best$rmse_sum - lm_best$rmse))
lm_best %>%
ggplot(aes(rmse, rmse_sum - rmse, col = gamma_slab)) +
geom_point() +
scale_color_viridis_d() +
coord_equal(xlim = c(0,max_rmse),
ylim = c(0,max_rmse)) +
facet_grid(eras ~ basin)
| Version | Author | Date |
|---|---|---|
| ba112d3 | jens-daniel-mueller | 2020-12-11 |
| 24a632f | jens-daniel-mueller | 2020-12-07 |
| 6a8004b | jens-daniel-mueller | 2020-12-07 |
| 70bf1a5 | jens-daniel-mueller | 2020-12-07 |
| 7555355 | jens-daniel-mueller | 2020-12-07 |
| 143d6fa | jens-daniel-mueller | 2020-12-07 |
| 090e4d5 | jens-daniel-mueller | 2020-12-02 |
| 7c25f7a | jens-daniel-mueller | 2020-12-02 |
| b03ddb8 | jens-daniel-mueller | 2020-12-02 |
| 91435ae | jens-daniel-mueller | 2020-12-01 |
| 196be51 | jens-daniel-mueller | 2020-11-30 |
rm(max_rmse)# this code tests the rmse output of the ols_step_all_possible() function used
lm_1 <- GLODAP %>%
filter(basin == "Atlantic",
gamma_slab == "(-Inf,26]",
era == "new_era") %>%
lm(cstar ~ sal + tem + aou + oxygen + phosphate_star, data = .)
lm_2 <- GLODAP %>%
filter(basin == "Atlantic",
gamma_slab == "(-Inf,26]",
era == "new_era") %>%
lm(cstar ~ sal + tem + aou + oxygen + phosphate, data = .)
lm_1
lm_2
sqrt(mean(lm_1$residuals^2))
sqrt(mean(lm_2$residuals^2))3 Fitting best models
After selecting 10 linear regression models with lowest summed RMSE across all eras, models are fitted again and model coefficients are saved to file.
# format model formula
lm_best <- lm_best %>%
mutate(lm_coeff = str_replace_all(predictors, " ", " + "),
lm_coeff = paste("cstar ~", lm_coeff))
# create table with two era belonging to one eras
eras_forward <- lm_all_stats %>%
arrange(era) %>%
group_by(basin, gamma_slab, predictors) %>%
mutate(eras = paste(era, lead(era), sep = " --> ")) %>%
ungroup() %>%
select(era, eras) %>%
unique()
eras_backward <- lm_all_stats %>%
arrange(era) %>%
group_by(basin, gamma_slab, predictors) %>%
mutate(eras = paste(lag(era), era, sep = " --> ")) %>%
ungroup() %>%
select(era, eras) %>%
unique()
eras_era <- full_join(eras_backward, eras_forward) %>%
filter(str_detect(eras, "NA") == FALSE)
# extend best model selection from eras to era
lm_best <- lm_best %>%
select(-era)
lm_best <- full_join(lm_best, eras_era)
rm(eras_era, eras_forward, eras_backward, lm_all_stats, lm_all_stats_eras)# select required columns
lm_best <- lm_best %>%
select(basin, gamma_slab, era, eras, predictors, lm_coeff, rmse_sum)
# run similar loop as for rmse calculation
# to get model coefficients for 10 best models
for (i_basin in unique(GLODAP$basin)) {
for (i_era in unique(GLODAP$era)) {
# i_basin <- unique(GLODAP$basin)[1]
# i_era <- unique(GLODAP$era)[1]
print(i_basin)
print(i_era)
GLODAP_basin_era <- GLODAP %>%
filter(basin == i_basin, era == i_era)
lm_best_basin_era <- lm_best %>%
filter(basin == i_basin, era == i_era)
for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
# i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[1]
print(i_gamma_slab)
GLODAP_basin_era_slab <- GLODAP_basin_era %>%
filter(gamma_slab == i_gamma_slab)
lm_best_basin_era_slab <- lm_best_basin_era %>%
filter(gamma_slab == i_gamma_slab)
for (i_eras in unique(lm_best_basin_era_slab$eras)) {
# i_eras <- unique(lm_best_basin_era_slab$eras)[1]
lm_best_basin_era_slab_eras <- lm_best_basin_era_slab %>%
filter(eras == i_eras)
for (i_predictors in unique(lm_best_basin_era_slab_eras$predictors)) {
# i_predictors <- unique(lm_best_basin_era_slab_eras$predictors)[2]
print(i_predictors)
lm_best_single <- lm_best_basin_era_slab_eras %>%
filter(predictors == i_predictors) %>%
select(lm_coeff) %>%
pull()
i_rmse_sum <- lm_best_basin_era_slab_eras %>%
filter(predictors == i_predictors) %>%
select(rmse_sum) %>%
pull()
lm_best_single_formula <- as.formula(lm_best_single)
lm_fit_single <- lm(lm_best_single_formula,
data = GLODAP_basin_era_slab)
# plotting model diagnostics
if (params_local$plot_all_figures == "y") {
p_model <- ggnostic(
lm_fit_single,
columnsY = c("cstar", ".fitted", ".resid"),
title = paste("eras:", i_eras,
"| era:", i_era,
"| basin:", i_basin,
"| gamma slab:", i_gamma_slab,
"| predictors:", i_predictors)
)
ggsave(
plot = p_model,
path = paste(path_version_figures, "eMLR_diagnostics/", sep = ""),
filename = paste(
"MLR_residuals",
i_eras,
i_era,
i_basin,
i_gamma_slab,
i_predictors,
"predictors.png",
sep = "_"
),
width = 14,
height = 8
)
rm(p_model)
}
# collect model coefficients in data frame
coefficients <- tidy(lm_fit_single)
coefficients <- coefficients %>%
mutate(
basin = i_basin,
era = i_era,
eras = i_eras,
gamma_slab = i_gamma_slab,
model = lm_best_single,
rmse = i_rmse_sum
)
if (exists("lm_all")) {
lm_all <- bind_rows(lm_all, coefficients)
}
if (!exists("lm_all")) {
lm_all <- coefficients
}
}
}
}
}
}
rm(lm_fit_single, coefficients, i_rmse_sum,
GLODAP_basin_era, GLODAP_basin_era_slab,
lm_best, lm_best_basin_era, lm_best_basin_era_slab, lm_best_basin_era_slab_eras,
lm_best_single, lm_best_single_formula,
i_basin, i_era, i_gamma_slab, i_predictors)3.1 Predictor counts
The number of models where a particular predictor was included were counted for each basin, density slab and compared eras
lm_all_stats <- lm_all %>%
filter(term != "(Intercept)") %>%
group_by(basin, eras, gamma_slab) %>%
count(term) %>%
ungroup() %>%
pivot_wider(values_from = n, names_from = term)
lm_all_stats %>%
gt(rowname_col = "gamma_slab",
groupname_col = c("basin", "eras")) %>%
summary_rows(
groups = TRUE,
fns = list(total = "sum")
)| aou | oxygen | phosphate | phosphate_star | sal | silicate | temp | |
|---|---|---|---|---|---|---|---|
| Indian - 1982-1999 --> 2000-2012 | |||||||
| (-Inf,26] | 14 | 10 | 14 | 12 | 20 | 14 | 16 |
| (26,26.5] | 12 | 8 | 12 | 14 | 20 | 14 | 18 |
| (26.5,26.75] | 10 | 12 | 10 | 14 | 20 | 8 | 20 |
| (26.75,27] | 12 | 10 | 10 | 14 | 20 | 10 | 20 |
| (27,27.25] | 20 | 12 | 16 | 12 | 20 | 8 | 8 |
| (27.25,27.5] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (27.5,27.75] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (27.75,27.85] | 20 | 12 | 14 | 12 | 14 | 14 | 14 |
| (27.85,27.95] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| (27.95,28.05] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (28.05,28.1] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (28.1, Inf] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| total | 208.00 | 148.00 | 160.00 | 162.00 | 150.00 | 132.00 | 188.00 |
| Indian - 2000-2012 --> 2013-2019 | |||||||
| (-Inf,26] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (26,26.5] | 14 | 12 | 12 | 14 | 14 | 14 | 20 |
| (26.5,26.75] | 12 | 8 | 12 | 14 | 10 | 20 | 20 |
| (26.75,27] | 12 | 10 | 10 | 14 | 10 | 20 | 20 |
| (27,27.25] | 12 | 10 | 14 | 10 | 20 | 20 | 10 |
| (27.25,27.5] | 14 | 12 | 14 | 12 | 14 | 20 | 14 |
| (27.5,27.75] | 12 | 10 | 12 | 12 | 18 | 20 | 14 |
| (27.75,27.85] | 12 | 8 | 12 | 14 | 18 | 20 | 14 |
| (27.85,27.95] | 16 | 12 | 12 | 12 | 14 | 14 | 20 |
| (27.95,28.05] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| (28.05,28.1] | 20 | 14 | 12 | 14 | 12 | 12 | 14 |
| (28.1, Inf] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| total | 184.00 | 138.00 | 152.00 | 158.00 | 148.00 | 206.00 | 178.00 |
| N_Atlantic - 1982-1999 --> 2000-2012 | |||||||
| (-Inf,26] | 20 | 16 | 8 | 10 | 10 | 10 | 20 |
| (26,26.5] | 14 | 12 | 12 | 12 | 20 | 14 | 16 |
| (26.5,26.75] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (26.75,27] | 8 | 12 | 12 | 14 | 8 | 20 | 20 |
| (27,27.25] | 10 | 12 | 12 | 14 | 8 | 20 | 20 |
| (27.25,27.5] | 16 | 10 | 14 | 12 | 20 | 12 | 14 |
| (27.5,27.75] | 14 | 12 | 14 | 12 | 20 | 14 | 14 |
| (27.75,27.85] | 14 | 12 | 14 | 12 | 14 | 20 | 14 |
| (27.85,27.95] | 12 | 10 | 12 | 12 | 20 | 20 | 10 |
| (27.95,28.05] | 14 | 12 | 12 | 14 | 20 | 14 | 14 |
| (28.05,28.1] | 20 | 12 | 14 | 14 | 14 | 12 | 12 |
| (28.1,28.15] | 6 | 14 | 14 | 14 | 20 | 6 | 20 |
| (28.15,28.2] | 14 | 12 | 14 | 12 | 20 | 14 | 14 |
| (28.2, Inf] | 20 | 12 | 12 | 14 | 14 | 14 | 14 |
| total | 202.00 | 172.00 | 178.00 | 180.00 | 214.00 | 196.00 | 222.00 |
| N_Atlantic - 2000-2012 --> 2013-2019 | |||||||
| (26,26.5] | 14 | 12 | 12 | 12 | 20 | 16 | 14 |
| (26.5,26.75] | 10 | 12 | 14 | 12 | 20 | 10 | 20 |
| (26.75,27] | 10 | 12 | 12 | 12 | 10 | 20 | 20 |
| (27,27.25] | 10 | 10 | 12 | 14 | 10 | 20 | 20 |
| (27.25,27.5] | 14 | 12 | 12 | 12 | 16 | 20 | 14 |
| (27.5,27.75] | 14 | 10 | 14 | 12 | 20 | 16 | 14 |
| (27.75,27.85] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (27.85,27.95] | 20 | 12 | 12 | 14 | 14 | 14 | 14 |
| (27.95,28.05] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (28.05,28.1] | 20 | 14 | 14 | 14 | 20 | 6 | 6 |
| (28.1,28.15] | 12 | 8 | 12 | 12 | 20 | 12 | 20 |
| (28.15,28.2] | 14 | 8 | 14 | 12 | 20 | 18 | 12 |
| (28.2, Inf] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| total | 198.00 | 152.00 | 170.00 | 168.00 | 188.00 | 184.00 | 200.00 |
| N_Pacific - 1982-1999 --> 2000-2012 | |||||||
| (-Inf,26] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| (26,26.5] | 10 | 12 | 14 | 12 | 10 | 20 | 20 |
| (26.5,26.75] | 14 | 10 | 12 | 14 | 16 | 20 | 14 |
| (26.75,27] | 20 | 14 | 14 | 14 | 20 | 6 | 6 |
| (27,27.25] | 20 | 12 | 14 | 14 | 14 | 12 | 12 |
| (27.25,27.5] | 16 | 12 | 12 | 12 | 14 | 20 | 14 |
| (27.5,27.75] | 12 | 8 | 12 | 14 | 20 | 18 | 14 |
| (27.75,27.85] | 14 | 10 | 12 | 14 | 16 | 20 | 14 |
| (27.85,27.95] | 14 | 10 | 14 | 12 | 16 | 20 | 14 |
| (27.95,28.05] | 18 | 8 | 14 | 12 | 14 | 20 | 12 |
| (28.05,28.1] | 12 | 10 | 14 | 10 | 20 | 20 | 10 |
| (28.1, Inf] | 10 | 10 | 10 | 16 | 20 | 20 | 8 |
| total | 180.00 | 130.00 | 156.00 | 158.00 | 186.00 | 216.00 | 144.00 |
| N_Pacific - 2000-2012 --> 2013-2019 | |||||||
| (-Inf,26] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| (26,26.5] | 8 | 14 | 12 | 14 | 8 | 20 | 20 |
| (26.5,26.75] | 14 | 12 | 12 | 12 | 16 | 20 | 14 |
| (26.75,27] | 20 | 14 | 14 | 14 | 20 | 6 | 6 |
| (27,27.25] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (27.25,27.5] | 16 | 12 | 12 | 12 | 14 | 20 | 14 |
| (27.5,27.75] | 12 | 8 | 12 | 12 | 20 | 20 | 12 |
| (27.75,27.85] | 14 | 12 | 12 | 12 | 16 | 20 | 14 |
| (27.85,27.95] | 14 | 10 | 14 | 12 | 16 | 20 | 14 |
| (27.95,28.05] | 12 | 10 | 12 | 12 | 18 | 20 | 14 |
| (28.05,28.1] | 12 | 10 | 14 | 10 | 20 | 20 | 10 |
| (28.1, Inf] | 10 | 10 | 10 | 16 | 20 | 20 | 8 |
| total | 172.00 | 140.00 | 152.00 | 154.00 | 180.00 | 212.00 | 152.00 |
| S_Atlantic - 1982-1999 --> 2000-2012 | |||||||
| (-Inf,26] | 14 | 12 | 12 | 12 | 14 | 20 | 16 |
| (26,26.5] | 20 | 12 | 14 | 12 | 14 | 14 | 14 |
| (26.5,26.75] | 10 | 12 | 14 | 12 | 20 | 10 | 20 |
| (26.75,27] | 14 | 12 | 12 | 12 | 20 | 16 | 14 |
| (27,27.25] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| (27.25,27.5] | 20 | 12 | 14 | 14 | 14 | 12 | 12 |
| (27.5,27.75] | 14 | 12 | 12 | 12 | 16 | 20 | 14 |
| (27.75,27.85] | 14 | 8 | 12 | 14 | 12 | 20 | 18 |
| (27.85,27.95] | 10 | 12 | 12 | 12 | 20 | 20 | 10 |
| (27.95,28.05] | 10 | 12 | 14 | 12 | 20 | 20 | 10 |
| (28.05,28.1] | 10 | 10 | 12 | 14 | 10 | 20 | 20 |
| (28.1,28.15] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (28.15,28.2] | 20 | 14 | 12 | 14 | 12 | 12 | 14 |
| (28.2, Inf] | 20 | 14 | 14 | 14 | 20 | 6 | 6 |
| total | 216.00 | 170.00 | 182.00 | 182.00 | 204.00 | 216.00 | 194.00 |
| S_Atlantic - 2000-2012 --> 2013-2019 | |||||||
| (-Inf,26] | 14 | 12 | 12 | 12 | 16 | 20 | 14 |
| (26,26.5] | 20 | 14 | 14 | 12 | 20 | 8 | 8 |
| (26.5,26.75] | 14 | 12 | 12 | 14 | 14 | 14 | 20 |
| (26.75,27] | 14 | 8 | 12 | 12 | 20 | 20 | 10 |
| (27,27.25] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| (27.25,27.5] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (27.5,27.75] | 14 | 12 | 12 | 12 | 16 | 20 | 14 |
| (27.75,27.85] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| (27.85,27.95] | 10 | 10 | 12 | 14 | 20 | 20 | 10 |
| (27.95,28.05] | 12 | 10 | 12 | 12 | 20 | 20 | 10 |
| (28.05,28.1] | 8 | 12 | 12 | 14 | 20 | 20 | 8 |
| (28.1,28.15] | 20 | 12 | 14 | 12 | 14 | 14 | 14 |
| (28.15,28.2] | 20 | 14 | 14 | 14 | 20 | 6 | 6 |
| (28.2, Inf] | 16 | 10 | 16 | 10 | 20 | 12 | 14 |
| total | 222.00 | 168.00 | 184.00 | 180.00 | 218.00 | 220.00 | 160.00 |
| S_Pacific - 1982-1999 --> 2000-2012 | |||||||
| (-Inf,26] | 12 | 10 | 12 | 12 | 14 | 18 | 20 |
| (26,26.5] | 14 | 12 | 12 | 14 | 14 | 14 | 20 |
| (26.5,26.75] | 20 | 14 | 14 | 14 | 6 | 6 | 20 |
| (26.75,27] | 14 | 12 | 12 | 14 | 14 | 14 | 20 |
| (27,27.25] | 12 | 10 | 10 | 14 | 20 | 20 | 10 |
| (27.25,27.5] | 12 | 10 | 14 | 10 | 20 | 20 | 10 |
| (27.5,27.75] | 10 | 10 | 10 | 16 | 8 | 20 | 20 |
| (27.75,27.85] | 14 | 12 | 12 | 14 | 14 | 14 | 20 |
| (27.85,27.95] | 20 | 14 | 14 | 14 | 6 | 20 | 6 |
| (27.95,28.05] | 20 | 14 | 12 | 14 | 12 | 12 | 14 |
| (28.05,28.1] | 12 | 8 | 12 | 12 | 20 | 20 | 12 |
| (28.1, Inf] | 20 | 12 | 14 | 10 | 14 | 12 | 16 |
| total | 180.00 | 138.00 | 148.00 | 158.00 | 162.00 | 190.00 | 188.00 |
| S_Pacific - 2000-2012 --> 2013-2019 | |||||||
| (-Inf,26] | 12 | 8 | 12 | 14 | 14 | 20 | 18 |
| (26,26.5] | 10 | 10 | 12 | 14 | 10 | 20 | 20 |
| (26.5,26.75] | 14 | 10 | 14 | 12 | 14 | 20 | 16 |
| (26.75,27] | 14 | 12 | 12 | 14 | 14 | 14 | 20 |
| (27,27.25] | 12 | 10 | 10 | 14 | 20 | 20 | 10 |
| (27.25,27.5] | 10 | 10 | 12 | 14 | 20 | 20 | 10 |
| (27.5,27.75] | 14 | 12 | 12 | 12 | 14 | 20 | 16 |
| (27.75,27.85] | 8 | 12 | 12 | 14 | 10 | 20 | 20 |
| (27.85,27.95] | 10 | 10 | 12 | 12 | 12 | 20 | 20 |
| (27.95,28.05] | 12 | 10 | 10 | 14 | 20 | 18 | 14 |
| (28.05,28.1] | 12 | 8 | 12 | 14 | 20 | 18 | 14 |
| (28.1, Inf] | 20 | 14 | 14 | 14 | 20 | 6 | 6 |
| total | 148.00 | 126.00 | 144.00 | 162.00 | 188.00 | 216.00 | 184.00 |
3.2 Prepare coeffcients
Coefficients are prepared for the mapping of cstar and cant.
# select relevant columns
lm_all <- lm_all %>%
select(basin, gamma_slab, era, eras, model, term, estimate)
# set coefficient to zero if not fitted (=NA)
lm_all <- lm_all %>%
mutate(estimate = if_else(is.na(estimate), 0, estimate))
# Prepare model coefficients for mapping of cstar
lm_all_cstar <- lm_all %>%
pivot_wider(values_from = estimate,
names_from = term,
names_prefix = "coeff_",
values_fill = 0)
# Prepare model coefficients differences for mapping of cant
# this requires to subtract coefficients of adjacent era
lm_all_long <- lm_all %>%
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))
lm_all_cant <- lm_all_long %>%
pivot_wider(values_from = delta_coeff,
names_from = term,
names_prefix = "delta_coeff_",
values_fill = 0)3.3 Write files
lm_all_cstar %>% write_csv(paste(path_version_data,
"lm_all_cstar.csv",
sep = ""))
lm_all_cant %>% write_csv(paste(path_version_data,
"lm_all_cant.csv",
sep = ""))
sessionInfo()R version 4.0.3 (2020-10-10)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: openSUSE Leap 15.1
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] gt_0.2.2 corrr_0.4.3 broom_0.7.2 kableExtra_1.3.1
[5] knitr_1.30 olsrr_0.5.3.9000 GGally_2.0.0 lubridate_1.7.9
[9] metR_0.9.0 scico_1.2.0 patchwork_1.1.0 collapse_1.4.2
[13] forcats_0.5.0 stringr_1.4.0 dplyr_1.0.2 purrr_0.3.4
[17] readr_1.4.0 tidyr_1.1.2 tibble_3.0.4 ggplot2_3.3.2
[21] tidyverse_1.3.0 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_0.4.9 readxl_1.3.1 rstudioapi_0.13
[37] farver_2.0.3 generics_0.0.2 jsonlite_1.7.1
[40] zip_2.1.1 car_3.0-10 magrittr_2.0.1
[43] Matrix_1.2-18 Rcpp_1.0.5 munsell_0.5.0
[46] fansi_0.4.1 abind_1.4-5 lifecycle_0.2.0
[49] stringi_1.5.3 whisker_0.4 yaml_2.2.1
[52] carData_3.0-4 plyr_1.8.6 grid_4.0.3
[55] blob_1.2.1 parallel_4.0.3 promises_1.1.1
[58] crayon_1.3.4 lattice_0.20-41 haven_2.3.1
[61] hms_0.5.3 pillar_1.4.7 reprex_0.3.0
[64] glue_1.4.2 evaluate_0.14 RcppArmadillo_0.10.1.2.0
[67] data.table_1.13.2 modelr_0.1.8 vctrs_0.3.5
[70] httpuv_1.5.4 cellranger_1.1.0 gtable_0.3.0
[73] reshape_0.8.8 assertthat_0.2.1 xfun_0.18
[76] openxlsx_4.2.3 RcppEigen_0.3.3.7.0 later_1.1.0.1
[79] viridisLite_0.3.0 ellipsis_0.3.1 here_0.1