eMLR - model fitting
Jens Daniel Müller and Donghe Zhu
20 July, 2021
Last updated: 2021-07-20
Checks: 7 0
Knit directory: emlr_mod_v_XXX/
This reproducible R Markdown analysis was created with workflowr (version 1.6.2). The Checks tab describes the reproducibility checks that were applied when the results were created. The Past versions tab lists the development history.
Great! Since the R Markdown file has been committed to the Git repository, you know the exact version of the code that produced these results.
Great job! The global environment was empty. Objects defined in the global environment can affect the analysis in your R Markdown file in unknown ways. For reproduciblity it’s best to always run the code in an empty environment.
The command set.seed(20200707) was run prior to running the code in the R Markdown file. Setting a seed ensures that any results that rely on randomness, e.g. subsampling or permutations, are reproducible.
Great job! Recording the operating system, R version, and package versions is critical for reproducibility.
Nice! There were no cached chunks for this analysis, so you can be confident that you successfully produced the results during this run.
Great job! Using relative paths to the files within your workflowr project makes it easier to run your code on other machines.
Great! You are using Git for version control. Tracking code development and connecting the code version to the results is critical for reproducibility.
The results in this page were generated with repository version ec15bf2. See the Past versions tab to see a history of the changes made to the R Markdown and HTML files.
Note that you need to be careful to ensure that all relevant files for the analysis have been committed to Git prior to generating the results (you can use wflow_publish or wflow_git_commit). workflowr only checks the R Markdown file, but you know if there are other scripts or data files that it depends on. Below is the status of the Git repository when the results were generated:
Ignored files:
Ignored: .Rhistory
Ignored: .Rproj.user/
Untracked files:
Untracked: docs_GV_2021_2R_ann_nafilled_NorESM/
Untracked: docs_GV_2021_2R_mon_nafilled_ORCA/
Untracked: docs_GV_2021_2R_mon_standard_atl+27.9_ORCA/
Untracked: docs_GV_2021_2R_mon_standard_atl-27.95_ORCA/
Untracked: docs_GV_2021_S5_ann_standard_NorESM/
Unstaged changes:
Modified: data/auxillary/params_local.rds
Deleted: docs_GV_2021_2R_mon_standard/.nojekyll
Deleted: docs_GV_2021_2R_mon_standard/analysis_cant_budgets.html
Deleted: docs_GV_2021_2R_mon_standard/analysis_global_section.html
Deleted: docs_GV_2021_2R_mon_standard/analysis_inventory_maps.html
Deleted: docs_GV_2021_2R_mon_standard/analysis_isoneutral_slab_distribution.html
Deleted: docs_GV_2021_2R_mon_standard/analysis_others.html
Deleted: docs_GV_2021_2R_mon_standard/analysis_zonal_mean_sections.html
Deleted: docs_GV_2021_2R_mon_standard/config_dependencies.html
Deleted: docs_GV_2021_2R_mon_standard/config_parameterization_local.html
Deleted: docs_GV_2021_2R_mon_standard/eMLR_GLODAPv2_2020_subsetting.html
Deleted: docs_GV_2021_2R_mon_standard/eMLR_assumption_testing.html
Deleted: docs_GV_2021_2R_mon_standard/eMLR_data_preparation.html
Deleted: docs_GV_2021_2R_mon_standard/eMLR_model_fitting.html
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_model_quality_check-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_model_quality_check-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-10.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-100.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-101.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-102.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-11.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-12.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-13.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-14.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-15.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-16.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-17.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-18.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-19.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-20.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-21.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-22.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-23.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-24.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-25.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-26.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-27.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-28.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-29.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-30.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-31.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-32.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-33.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-34.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-35.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-36.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-37.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-38.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-39.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-40.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-41.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-42.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-43.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-44.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-45.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-46.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-47.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-48.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-49.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-50.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-51.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-52.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-53.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-54.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-55.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-56.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-57.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-58.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-59.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-60.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-61.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-62.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-63.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-64.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-65.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-66.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-67.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-68.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-69.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-7.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-70.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-71.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-72.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-73.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-74.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-75.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-76.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-77.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-78.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-79.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-8.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-80.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-81.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-82.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-83.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-84.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-85.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-86.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-87.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-88.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-89.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-9.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-90.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-91.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-92.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-93.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-94.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-95.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-96.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-97.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-98.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-99.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-10.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-100.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-101.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-102.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-11.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-12.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-13.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-14.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-15.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-16.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-17.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-18.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-19.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-20.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-21.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-22.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-23.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-24.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-25.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-26.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-27.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-28.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-29.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-30.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-31.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-32.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-33.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-34.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-35.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-36.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-37.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-38.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-39.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-40.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-41.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-42.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-43.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-44.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-45.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-46.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-47.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-48.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-49.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-50.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-51.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-52.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-53.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-54.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-55.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-56.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-57.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-58.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-59.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-60.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-61.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-62.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-63.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-64.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-65.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-66.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-67.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-68.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-69.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-7.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-70.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-71.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-72.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-73.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-74.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-75.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-76.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-77.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-78.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-79.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-8.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-80.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-81.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-82.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-83.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-84.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-85.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-86.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-87.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-88.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-89.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-9.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-90.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-91.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-92.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-93.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-94.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-95.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-96.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-97.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-98.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-99.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-7.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-8.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_vs_sd_by_basin_era-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_vs_sd_by_basin_era_zonal-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_vs_sd_by_basin_gamma-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_vs_sd_by_basin_gamma_zonal-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/gamma_maps-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/target_zonal_mean_era-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/target_zonal_mean_era-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_others.Rmd/target_zonal_mean_era-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-10.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-11.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-12.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-13.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-14.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-15.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-16.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-17.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-18.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-7.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-8.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-9.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-10.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-11.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-12.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-13.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-14.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-15.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-16.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-17.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-18.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-7.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-8.png
Deleted: docs_GV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-9.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/GLODAP-based_subsetting_data_cleaning_stats-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/GLODAP_Atl_cruises_2013_2014_map-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/WOA18_basin_mask_GLODAP-based_subsetting_model_data_map-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_histogram_temporal-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_histogram_temporal-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_histogram_zonal-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_histogram_zonal-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_hovmoeller-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_hovmoeller-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_maps_era_clean-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_maps_era_subsetting_era_cleaning_level-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/talk_f_subset-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/talk_na_subset-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/talk_qc_subset-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/tco2_f_subset-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/tco2_qc_subset-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_assumption_testing.Rmd/correlation_predictor_pairs-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_assumption_testing.Rmd/correlation_predictors-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_assumption_testing.Rmd/predictor_correlation_per_basin-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_assumption_testing.Rmd/predictor_correlation_per_basin-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/cant_interpolation_to_observations-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/cant_surface_maps-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/cstar_reference_year_adjustment_histogram-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/cstar_reference_year_adjustment_vs_time_cant-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/cstar_reference_year_adjustment_vs_time_counts-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/histogram_predictor-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/merge_cstar_cant-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-7.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections_isoneutral_slabs-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/obs_gamma_slab-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/obs_gamma_slab-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_model_fitting.Rmd/aic_vs_rmse_all_models-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_model_fitting.Rmd/aic_vs_rmse_selected_models-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_model_fitting.Rmd/rmse_correlation_across_eras_all_models-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/eMLR_model_fitting.Rmd/rmse_correlation_across_eras_best_models-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_deep_climatology_map-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_deep_climatology_map-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_deep_climatology_sections-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_deep_climatology_sections-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_inventories-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_surface_climatology_map-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_surface_climatology_map-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_surface_climatology_sections-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_surface_climatology_sections-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/pCO2_climatology_map-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/pCO2_climatology_sections-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/revelle_factor_climatology_map-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_cant.Rmd/revelle_factor_climatology_sections-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/PO4_star_climatology_maps-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/PO4_star_climatology_section-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-6.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-7.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-8.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections_surface-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections_surface-2.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections_surface-3.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections_surface-4.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections_surface-5.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/aou_climatology_maps-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/aou_climatology_section-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_PO4-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_TAlk_surface-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_TCO2_surface-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_sal_surface-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_temp-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_temp_surface-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/predictor_profiles_N_Atl-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/predictors_observations_sections_map-1.png
Deleted: docs_GV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/predictors_observations_sections_map_surface-1.png
Deleted: docs_GV_2021_2R_mon_standard/index.html
Deleted: docs_GV_2021_2R_mon_standard/mapping_cant.html
Deleted: docs_GV_2021_2R_mon_standard/mapping_model_cant.html
Deleted: docs_GV_2021_2R_mon_standard/mapping_predictor_preparation.html
Deleted: docs_GV_2021_2R_mon_standard/mapping_target_variable.html
Deleted: docs_GV_2021_2R_mon_standard/site_libs/anchor-sections-1.0/anchor-sections.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/anchor-sections-1.0/anchor-sections.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap-theme.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap-theme.css.map
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap-theme.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap.css.map
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/cerulean.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/cosmo.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/darkly.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/flatly.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/Lato.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/LatoBold.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/LatoItalic.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/NewsCycle.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/NewsCycleBold.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSans.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSansBold.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSansBoldItalic.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSansItalic.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSansLight.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSansLightItalic.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/Raleway.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/RalewayBold.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/Roboto.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/RobotoBold.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/RobotoLight.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/RobotoMedium.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/SourceSansPro.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/SourceSansProBold.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/SourceSansProItalic.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/SourceSansProLight.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/Ubuntu.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/journal.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/lumen.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/paper.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/readable.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/sandstone.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/simplex.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/spacelab.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/united.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/yeti.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/fonts/glyphicons-halflings-regular.eot
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/fonts/glyphicons-halflings-regular.svg
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/fonts/glyphicons-halflings-regular.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/fonts/glyphicons-halflings-regular.woff
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/fonts/glyphicons-halflings-regular.woff2
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/js/bootstrap.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/js/bootstrap.min.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/js/npm.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/shim/html5shiv.min.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/shim/respond.min.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/css/all.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/css/v4-shims.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.eot
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.svg
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.woff
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.woff2
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-regular-400.eot
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-regular-400.svg
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-regular-400.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-regular-400.woff
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-regular-400.woff2
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.eot
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.svg
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.ttf
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.woff
Deleted: docs_GV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.woff2
Deleted: docs_GV_2021_2R_mon_standard/site_libs/header-attrs-2.5/header-attrs.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/highlightjs-9.12.0/default.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/highlightjs-9.12.0/highlight.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/highlightjs-9.12.0/textmate.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jquery-1.11.3/jquery.min.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/README
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_444444_256x240.png
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_555555_256x240.png
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_777620_256x240.png
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_777777_256x240.png
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_cc0000_256x240.png
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_ffffff_256x240.png
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/index.html
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.min.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.structure.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.structure.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.theme.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.theme.min.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/kePrint-0.0.1/kePrint.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/lightable-0.0.1/lightable.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/navigation-1.1/codefolding.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/navigation-1.1/sourceembed.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/navigation-1.1/tabsets.js
Deleted: docs_GV_2021_2R_mon_standard/site_libs/tocify-1.9.1/jquery.tocify.css
Deleted: docs_GV_2021_2R_mon_standard/site_libs/tocify-1.9.1/jquery.tocify.js
Deleted: docs_RV_2021_2R_mon_standard/.nojekyll
Deleted: docs_RV_2021_2R_mon_standard/analysis_cant_budgets.html
Deleted: docs_RV_2021_2R_mon_standard/analysis_global_section.html
Deleted: docs_RV_2021_2R_mon_standard/analysis_inventory_maps.html
Deleted: docs_RV_2021_2R_mon_standard/analysis_isoneutral_slab_distribution.html
Deleted: docs_RV_2021_2R_mon_standard/analysis_others.html
Deleted: docs_RV_2021_2R_mon_standard/analysis_zonal_mean_sections.html
Deleted: docs_RV_2021_2R_mon_standard/config_dependencies.html
Deleted: docs_RV_2021_2R_mon_standard/config_parameterization_local.html
Deleted: docs_RV_2021_2R_mon_standard/eMLR_GLODAPv2_2020_subsetting.html
Deleted: docs_RV_2021_2R_mon_standard/eMLR_assumption_testing.html
Deleted: docs_RV_2021_2R_mon_standard/eMLR_data_preparation.html
Deleted: docs_RV_2021_2R_mon_standard/eMLR_model_fitting.html
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_all_global_section-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_model_quality_check-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_global_section-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_global_section.Rmd/cant_pos_model_quality_check-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_inventory_map-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_inventory_maps.Rmd/cant_pos_inventory_map-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-10.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-100.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-101.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-102.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-11.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-12.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-13.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-14.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-15.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-16.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-17.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-18.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-19.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-20.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-21.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-22.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-23.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-24.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-25.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-26.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-27.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-28.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-29.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-30.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-31.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-32.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-33.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-34.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-35.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-36.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-37.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-38.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-39.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-40.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-41.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-42.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-43.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-44.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-45.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-46.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-47.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-48.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-49.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-50.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-51.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-52.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-53.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-54.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-55.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-56.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-57.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-58.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-59.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-60.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-61.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-62.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-63.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-64.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-65.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-66.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-67.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-68.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-69.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-7.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-70.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-71.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-72.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-73.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-74.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-75.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-76.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-77.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-78.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-79.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-8.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-80.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-81.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-82.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-83.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-84.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-85.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-86.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-87.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-88.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-89.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-9.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-90.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-91.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-92.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-93.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-94.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-95.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-96.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-97.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-98.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_all_gamma_slab_maps-99.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-10.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-100.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-101.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-102.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-11.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-12.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-13.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-14.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-15.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-16.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-17.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-18.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-19.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-20.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-21.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-22.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-23.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-24.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-25.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-26.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-27.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-28.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-29.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-30.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-31.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-32.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-33.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-34.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-35.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-36.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-37.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-38.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-39.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-40.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-41.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-42.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-43.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-44.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-45.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-46.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-47.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-48.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-49.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-50.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-51.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-52.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-53.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-54.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-55.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-56.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-57.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-58.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-59.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-60.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-61.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-62.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-63.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-64.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-65.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-66.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-67.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-68.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-69.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-7.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-70.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-71.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-72.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-73.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-74.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-75.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-76.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-77.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-78.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-79.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-8.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-80.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-81.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-82.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-83.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-84.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-85.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-86.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-87.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-88.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-89.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-9.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-90.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-91.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-92.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-93.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-94.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-95.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-96.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-97.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-98.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_isoneutral_slab_distribution.Rmd/cant_pos_gamma_slab_maps-99.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-7.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_section_predictor_contribution-8.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_cant-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_sections_sd_models-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_vs_sd_by_basin_era-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_vs_sd_by_basin_era_zonal-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_vs_sd_by_basin_gamma-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/cant_vs_sd_by_basin_gamma_zonal-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/gamma_maps-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/target_zonal_mean_era-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/target_zonal_mean_era-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_others.Rmd/target_zonal_mean_era-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-10.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-11.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-12.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-13.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-14.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-15.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-16.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-17.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-18.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-7.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-8.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_pos_zonal_mean_section-9.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-10.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-11.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-12.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-13.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-14.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-15.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-16.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-17.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-18.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-7.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-8.png
Deleted: docs_RV_2021_2R_mon_standard/figure/analysis_zonal_mean_sections.Rmd/cant_zonal_mean_section-9.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/GLODAP-based_subsetting_data_cleaning_stats-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/GLODAP_Atl_cruises_2013_2014_map-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/WOA18_basin_mask_GLODAP-based_subsetting_model_data_map-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_histogram_temporal-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_histogram_temporal-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_histogram_zonal-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_histogram_zonal-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_hovmoeller-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_hovmoeller-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_maps_era_clean-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/coverage_maps_era_subsetting_era_cleaning_level-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/talk_f_subset-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/talk_na_subset-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/talk_qc_subset-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/tco2_f_subset-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_GLODAPv2_2020_subsetting.Rmd/tco2_qc_subset-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_assumption_testing.Rmd/correlation_predictor_pairs-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_assumption_testing.Rmd/correlation_predictors-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_assumption_testing.Rmd/predictor_correlation_per_basin-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_assumption_testing.Rmd/predictor_correlation_per_basin-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/cant_interpolation_to_observations-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/cant_surface_maps-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/cstar_reference_year_adjustment_histogram-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/cstar_reference_year_adjustment_vs_time_cant-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/cstar_reference_year_adjustment_vs_time_counts-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/histogram_predictor-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/merge_cstar_cant-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections-7.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/meridional_sections_isoneutral_slabs-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/obs_gamma_slab-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_data_preparation.Rmd/obs_gamma_slab-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_model_fitting.Rmd/aic_vs_rmse_all_models-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_model_fitting.Rmd/aic_vs_rmse_selected_models-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_model_fitting.Rmd/rmse_correlation_across_eras_all_models-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/eMLR_model_fitting.Rmd/rmse_correlation_across_eras_best_models-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_deep_climatology_map-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_deep_climatology_map-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_deep_climatology_sections-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_deep_climatology_sections-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_inventories-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_surface_climatology_map-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_surface_climatology_map-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_surface_climatology_sections-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/cant_surface_climatology_sections-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/pCO2_climatology_map-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/pCO2_climatology_sections-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/revelle_factor_climatology_map-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_cant.Rmd/revelle_factor_climatology_sections-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/PO4_star_climatology_maps-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/PO4_star_climatology_section-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-6.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-7.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections-8.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections_surface-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections_surface-2.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections_surface-3.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections_surface-4.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/all_predictor_sections_surface-5.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/aou_climatology_maps-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/aou_climatology_section-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_PO4-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_TAlk_surface-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_TCO2_surface-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_sal_surface-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_temp-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/joined_climatology_control_temp_surface-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/predictor_profiles_N_Atl-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/predictors_observations_sections_map-1.png
Deleted: docs_RV_2021_2R_mon_standard/figure/mapping_predictor_preparation.Rmd/predictors_observations_sections_map_surface-1.png
Deleted: docs_RV_2021_2R_mon_standard/index.html
Deleted: docs_RV_2021_2R_mon_standard/mapping_cant.html
Deleted: docs_RV_2021_2R_mon_standard/mapping_model_cant.html
Deleted: docs_RV_2021_2R_mon_standard/mapping_predictor_preparation.html
Deleted: docs_RV_2021_2R_mon_standard/mapping_target_variable.html
Deleted: docs_RV_2021_2R_mon_standard/site_libs/anchor-sections-1.0/anchor-sections.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/anchor-sections-1.0/anchor-sections.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap-theme.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap-theme.css.map
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap-theme.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap.css.map
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/bootstrap.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/cerulean.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/cosmo.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/darkly.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/flatly.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/Lato.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/LatoBold.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/LatoItalic.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/NewsCycle.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/NewsCycleBold.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSans.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSansBold.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSansBoldItalic.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSansItalic.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSansLight.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/OpenSansLightItalic.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/Raleway.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/RalewayBold.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/Roboto.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/RobotoBold.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/RobotoLight.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/RobotoMedium.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/SourceSansPro.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/SourceSansProBold.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/SourceSansProItalic.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/SourceSansProLight.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/fonts/Ubuntu.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/journal.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/lumen.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/paper.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/readable.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/sandstone.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/simplex.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/spacelab.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/united.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/css/yeti.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/fonts/glyphicons-halflings-regular.eot
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/fonts/glyphicons-halflings-regular.svg
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/fonts/glyphicons-halflings-regular.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/fonts/glyphicons-halflings-regular.woff
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/fonts/glyphicons-halflings-regular.woff2
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/js/bootstrap.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/js/bootstrap.min.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/js/npm.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/shim/html5shiv.min.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/bootstrap-3.3.5/shim/respond.min.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/css/all.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/css/v4-shims.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.eot
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.svg
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.woff
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-brands-400.woff2
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-regular-400.eot
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-regular-400.svg
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-regular-400.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-regular-400.woff
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-regular-400.woff2
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.eot
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.svg
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.ttf
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.woff
Deleted: docs_RV_2021_2R_mon_standard/site_libs/font-awesome-5.1.0/webfonts/fa-solid-900.woff2
Deleted: docs_RV_2021_2R_mon_standard/site_libs/header-attrs-2.5/header-attrs.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/highlightjs-9.12.0/default.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/highlightjs-9.12.0/highlight.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/highlightjs-9.12.0/textmate.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jquery-1.11.3/jquery.min.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/README
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_444444_256x240.png
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_555555_256x240.png
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_777620_256x240.png
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_777777_256x240.png
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_cc0000_256x240.png
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/images/ui-icons_ffffff_256x240.png
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/index.html
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.min.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.structure.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.structure.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.theme.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/jqueryui-1.11.4/jquery-ui.theme.min.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/kePrint-0.0.1/kePrint.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/lightable-0.0.1/lightable.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/navigation-1.1/codefolding.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/navigation-1.1/sourceembed.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/navigation-1.1/tabsets.js
Deleted: docs_RV_2021_2R_mon_standard/site_libs/tocify-1.9.1/jquery.tocify.css
Deleted: docs_RV_2021_2R_mon_standard/site_libs/tocify-1.9.1/jquery.tocify.js
Note that any generated files, e.g. HTML, png, CSS, etc., are not included in this status report because it is ok for generated content to have uncommitted changes.
These are the previous versions of the repository in which changes were made to the R Markdown (analysis/eMLR_model_fitting.Rmd) and HTML (docs/eMLR_model_fitting.html) files. If you’ve configured a remote Git repository (see ?wflow_git_remote), click on the hyperlinks in the table below to view the files as they were in that past version.
| File | Version | Author | Date | Message |
|---|---|---|---|---|
| Rmd | ec15bf2 | Donghe-Zhu | 2021-07-20 | local rebuild |
| html | 4dce223 | Donghe-Zhu | 2021-07-20 | Build site. |
| html | 6f28c0c | Donghe-Zhu | 2021-07-20 | Build site. |
| html | db1e7b7 | Donghe-Zhu | 2021-07-19 | Build site. |
| Rmd | 38a8d51 | Donghe-Zhu | 2021-07-19 | local rebuild |
| html | ff0575d | Donghe-Zhu | 2021-07-19 | Build site. |
| html | 5d60eac | Donghe-Zhu | 2021-07-19 | Build site. |
| html | 57d0420 | Donghe-Zhu | 2021-07-16 | Build site. |
| html | c1be8f6 | Donghe-Zhu | 2021-07-16 | 1 |
| html | 26a7c15 | Donghe-Zhu | 2021-07-16 | Build site. |
| html | 046902b | Donghe-Zhu | 2021-07-16 | Build site. |
| html | 3d4ac14 | Donghe-Zhu | 2021-07-15 | Build site. |
| html | be6fff9 | Donghe-Zhu | 2021-07-15 | Build site. |
| Rmd | b8bd687 | Donghe-Zhu | 2021-07-15 | local rebuild |
| html | b473472 | Donghe-Zhu | 2021-07-15 | Build site. |
| html | 363270a | Donghe-Zhu | 2021-07-15 | Build site. |
| Rmd | bb00951 | Donghe-Zhu | 2021-07-15 | local rebuild |
| html | 8b75a03 | Donghe-Zhu | 2021-07-15 | Build site. |
| Rmd | 4f7d192 | Donghe-Zhu | 2021-07-15 | local rebuild |
| html | 294f8ca | Donghe-Zhu | 2021-07-15 | Build site. |
| html | a01e135 | Donghe-Zhu | 2021-07-07 | Build site. |
| html | bc83ef2 | Donghe-Zhu | 2021-07-07 | Build site. |
| Rmd | 0a4ac57 | Donghe-Zhu | 2021-07-07 | local rebuild |
| html | 75e7b07 | Donghe-Zhu | 2021-07-06 | Build site. |
| html | 697aa6d | Donghe-Zhu | 2021-07-06 | Build site. |
| html | d52e2de | Donghe-Zhu | 2021-07-06 | Build site. |
| html | f2bde6b | Donghe-Zhu | 2021-07-06 | Build site. |
| html | 1133f28 | Donghe-Zhu | 2021-07-06 | Build site. |
| html | fe3a1cd | Donghe-Zhu | 2021-07-06 | Build site. |
| html | d9cdf15 | Donghe-Zhu | 2021-07-06 | Build site. |
| html | ee4cd2d | Donghe-Zhu | 2021-07-06 | Build site. |
| html | 93821c1 | Donghe-Zhu | 2021-07-05 | Build site. |
| html | d44db8e | Donghe-Zhu | 2021-07-05 | Build site. |
| html | 20b3436 | Donghe-Zhu | 2021-07-05 | Build site. |
| html | d982ea5 | Donghe-Zhu | 2021-07-05 | Build site. |
| html | 7397e53 | Donghe-Zhu | 2021-07-05 | Build site. |
| html | f2e4805 | Donghe-Zhu | 2021-07-05 | Build site. |
| html | e2d011a | Donghe-Zhu | 2021-07-05 | Build site. |
| html | 85e0349 | Donghe-Zhu | 2021-07-05 | Build site. |
| html | 6ee0146 | Donghe-Zhu | 2021-07-05 | Build site. |
| html | a482a6b | Donghe-Zhu | 2021-07-05 | Build site. |
| html | f59f1b3 | Donghe-Zhu | 2021-07-05 | Build site. |
| html | 116bcab | Donghe-Zhu | 2021-07-04 | Build site. |
| html | cb1c8dc | Donghe-Zhu | 2021-07-04 | Build site. |
| html | c9bdd83 | Donghe-Zhu | 2021-07-04 | Build site. |
| html | 1920ad9 | Donghe-Zhu | 2021-07-04 | Build site. |
| html | 0b02791 | Donghe-Zhu | 2021-06-25 | change random subset files |
| html | caf62d8 | Donghe-Zhu | 2021-06-25 | Build site. |
| html | 90a9da5 | Donghe-Zhu | 2021-06-25 | Build site. |
| html | bb413c8 | Donghe-Zhu | 2021-06-25 | Build site. |
| html | e7a5266 | Donghe-Zhu | 2021-06-24 | Build site. |
| html | 7c57720 | Donghe-Zhu | 2021-06-24 | Build site. |
| html | b5b95a9 | Donghe-Zhu | 2021-06-24 | Build site. |
| html | 472aad4 | Donghe-Zhu | 2021-06-24 | Build site. |
| Rmd | 76ce72b | Donghe-Zhu | 2021-06-24 | local rebuild |
| html | d517836 | Donghe-Zhu | 2021-06-24 | 0 |
| html | 9221bfe | Donghe-Zhu | 2021-06-24 | Build site. |
| html | bff5fbf | Donghe-Zhu | 2021-06-23 | Build site. |
| html | 256a616 | Donghe-Zhu | 2021-06-23 | Build site. |
| html | 00072e2 | Donghe-Zhu | 2021-06-23 | Build site. |
| Rmd | 71d2509 | Donghe-Zhu | 2021-06-23 | local rebuild |
| html | 61cae2b | Donghe-Zhu | 2021-06-20 | 1 |
| html | d20c383 | Donghe-Zhu | 2021-06-18 | Build site. |
| html | b0874a2 | Donghe-Zhu | 2021-06-17 | Build site. |
| html | 72c2f2e | Donghe-Zhu | 2021-06-15 | Build site. |
| html | d97dcb6 | Donghe-Zhu | 2021-06-08 | 1 |
| html | 25dda1d | Donghe-Zhu | 2021-06-08 | Build site. |
| html | bd2bcc3 | Donghe-Zhu | 2021-06-08 | Build site. |
| html | e9b27d7 | Donghe-Zhu | 2021-06-07 | Build site. |
| html | 7ae0d4b | Donghe-Zhu | 2021-06-07 | Build site. |
| html | 325391f | Donghe-Zhu | 2021-06-07 | Build site. |
| html | ed89970 | Donghe-Zhu | 2021-06-07 | Build site. |
| html | df37958 | Donghe-Zhu | 2021-06-07 | 1 |
| html | 812bf63 | Donghe-Zhu | 2021-06-06 | Build site. |
| html | 65c89c8 | Donghe-Zhu | 2021-06-06 | Build site. |
| html | 9baa3b2 | Donghe-Zhu | 2021-06-06 | debug |
| html | b7d99cf | Donghe-Zhu | 2021-06-06 | Build site. |
| html | 5d8fa90 | Donghe-Zhu | 2021-06-06 | Build site. |
| html | dbe2a95 | Donghe-Zhu | 2021-05-28 | Build site. |
| html | d50b039 | Donghe-Zhu | 2021-05-28 | Build site. |
| html | 441ebe5 | Donghe-Zhu | 2021-05-28 | Build site. |
| html | 6262ad3 | Donghe-Zhu | 2021-05-28 | Build site. |
| html | a61aa77 | Donghe-Zhu | 2021-05-28 | Build site. |
| html | b8dbce4 | Donghe-Zhu | 2021-05-28 | Build site. |
| html | 94a833e | Donghe-Zhu | 2021-05-27 | Build site. |
| html | 5e0bd64 | Donghe-Zhu | 2021-05-27 | Build site. |
| html | af1eadd | Donghe-Zhu | 2021-05-27 | Build site. |
| html | 9179bfe | Donghe-Zhu | 2021-05-27 | Build site. |
| html | 28cbe5e | Donghe-Zhu | 2021-05-27 | Build site. |
| html | a618f02 | Donghe-Zhu | 2021-05-27 | Build site. |
| html | 4623e38 | Donghe-Zhu | 2021-05-27 | Build site. |
| html | b81bb49 | Donghe-Zhu | 2021-05-27 | Build site. |
| html | 951e188 | Donghe-Zhu | 2021-05-27 | Build site. |
| html | e377833 | Donghe-Zhu | 2021-05-26 | Build site. |
| Rmd | 896faa0 | Donghe-Zhu | 2021-05-18 | final |
| html | 2705a04 | Donghe-Zhu | 2021-03-28 | Build site. |
| html | cd5f759 | Donghe-Zhu | 2021-03-28 | Build site. |
| Rmd | 347fb44 | Donghe-Zhu | 2021-03-28 | local rebuild |
| html | 75dda4d | Donghe-Zhu | 2021-03-27 | Build site. |
| html | 0b19f6e | Donghe-Zhu | 2021-03-27 | Build site. |
| html | e2704ca | Donghe-Zhu | 2021-03-27 | Build site. |
| Rmd | b1706de | Donghe-Zhu | 2021-03-27 | local rebuild |
| html | 3061a0b | Donghe-Zhu | 2021-03-27 | Build site. |
| html | b883157 | Donghe-Zhu | 2021-03-27 | Build site. |
| html | 0c20513 | Donghe-Zhu | 2021-03-26 | Build site. |
| html | d19654d | Donghe-Zhu | 2021-03-26 | Build site. |
| Rmd | 921c9db | Donghe-Zhu | 2021-03-26 | local rebuild |
| html | 6c53dbf | Donghe-Zhu | 2021-03-25 | Build site. |
| Rmd | 195db95 | Donghe-Zhu | 2021-03-24 | local rebuild |
| html | 1914a11 | Donghe-Zhu | 2021-03-24 | Build site. |
| Rmd | e32af14 | Donghe-Zhu | 2021-03-24 | local rebuild |
| html | 8be810e | Donghe-Zhu | 2021-03-23 | Build site. |
| Rmd | 85274db | Donghe-Zhu | 2021-03-23 | local rebuild |
| html | bf19764 | Donghe-Zhu | 2021-03-22 | Build site. |
| html | 3ec9d3d | Donghe-Zhu | 2021-03-22 | Build site. |
| Rmd | 073fa6a | Donghe-Zhu | 2021-03-22 | local rebuild |
| html | 134ace1 | Donghe-Zhu | 2021-03-22 | Build site. |
| html | f6d70a4 | Donghe-Zhu | 2021-03-22 | Build site. |
| html | 183443b | Donghe-Zhu | 2021-03-21 | Build site. |
| Rmd | adca794 | Donghe-Zhu | 2021-03-21 | local rebuild |
| html | 2e6976b | Donghe-Zhu | 2021-03-21 | Build site. |
| Rmd | 4e7de35 | Donghe-Zhu | 2021-03-21 | local rebuild |
| html | 51a42bd | Donghe-Zhu | 2021-03-16 | Build site. |
| html | f745381 | Donghe-Zhu | 2021-03-16 | Build site. |
| html | aecbf75 | Donghe-Zhu | 2021-03-14 | Build site. |
| html | 1b2a0c2 | Donghe-Zhu | 2021-03-14 | Build site. |
| html | 6733e48 | Donghe-Zhu | 2021-03-12 | Build site. |
| html | ba71e6a | Donghe-Zhu | 2021-03-12 | Build site. |
| html | 9dbf5bd | Donghe-Zhu | 2021-03-11 | Build site. |
| html | a49df30 | Donghe-Zhu | 2021-03-11 | Build site. |
| html | b3348a5 | Donghe-Zhu | 2021-03-11 | Build site. |
| Rmd | 026c061 | Donghe-Zhu | 2021-03-11 | local rebuild |
| html | 1c24ff7 | Donghe-Zhu | 2021-03-10 | Build site. |
| Rmd | dbd8ff8 | Donghe-Zhu | 2021-03-10 | local rebuild |
| html | 94ce5a8 | Donghe-Zhu | 2021-03-10 | Build site. |
| html | db33928 | Donghe-Zhu | 2021-03-10 | Build site. |
| html | 3d1f470 | Donghe-Zhu | 2021-03-10 | Build site. |
| html | 9b7bc66 | Donghe-Zhu | 2021-03-10 | Build site. |
| Rmd | 498be1d | Donghe-Zhu | 2021-03-10 | local rebuild |
| html | 4168b43 | Donghe-Zhu | 2021-03-10 | Build site. |
| html | 5365f80 | Donghe-Zhu | 2021-03-10 | Build site. |
| html | 2b6c392 | Donghe-Zhu | 2021-03-10 | Build site. |
| html | 9f58753 | Donghe-Zhu | 2021-03-10 | Build site. |
| Rmd | e255177 | Donghe-Zhu | 2021-03-10 | local rebuild |
| html | f2a7146 | Donghe-Zhu | 2021-03-10 | Build site. |
| html | fd528ed | Donghe-Zhu | 2021-03-10 | Build site. |
| html | 9d5a62c | Donghe-Zhu | 2021-03-10 | Build site. |
| Rmd | 09b27ef | Donghe-Zhu | 2021-03-10 | local rebuild |
| html | 5d1e70b | Donghe-Zhu | 2021-03-10 | Build site. |
| Rmd | 6125b2d | Donghe-Zhu | 2021-03-10 | local rebuild |
| html | 2093979 | Donghe-Zhu | 2021-03-10 | Build site. |
| Rmd | 558d285 | Donghe-Zhu | 2021-03-10 | local rebuild |
| html | b865899 | Donghe-Zhu | 2021-03-10 | Build site. |
| html | cc2a956 | Donghe-Zhu | 2021-03-10 | Build site. |
| Rmd | 2a633bd | Donghe-Zhu | 2021-03-10 | local rebuild |
| html | 60689fb | Donghe-Zhu | 2021-03-10 | Build site. |
| html | 9230b52 | Donghe-Zhu | 2021-03-10 | Build site. |
| html | dba33c8 | Donghe-Zhu | 2021-03-09 | Build site. |
| Rmd | 6a60e02 | Donghe-Zhu | 2021-03-09 | local rebuild |
| html | 17f1c4a | Donghe-Zhu | 2021-03-09 | Build site. |
| Rmd | 4a4a400 | Donghe-Zhu | 2021-03-09 | local rebuild |
| html | c024d1a | Donghe-Zhu | 2021-03-09 | Build site. |
| Rmd | 34744ec | Donghe-Zhu | 2021-03-09 | local rebuild |
| html | 02f7242 | Donghe-Zhu | 2021-03-09 | Build site. |
| html | 6f50bc6 | Donghe-Zhu | 2021-03-09 | Build site. |
| Rmd | 88f0729 | Donghe-Zhu | 2021-03-09 | local rebuild |
| html | 1691156 | Donghe-Zhu | 2021-03-08 | Build site. |
| html | c0ceaf8 | Donghe-Zhu | 2021-03-08 | Build site. |
| html | 058e0a1 | Donghe-Zhu | 2021-03-08 | Build site. |
| html | 112dea0 | Donghe-Zhu | 2021-03-08 | Build site. |
| html | 1843412 | Donghe-Zhu | 2021-03-08 | Build site. |
| Rmd | d709f6c | Donghe-Zhu | 2021-03-08 | local rebuild |
| html | 65b0cef | Donghe-Zhu | 2021-03-07 | Build site. |
| html | 4083a6c | Donghe-Zhu | 2021-03-07 | Build site. |
| html | 3fbbfa4 | Donghe-Zhu | 2021-03-07 | Build site. |
| html | 627c8fb | Donghe-Zhu | 2021-03-07 | Build site. |
| html | 3607f4d | Donghe-Zhu | 2021-03-07 | Build site. |
| html | 9ef3222 | Donghe-Zhu | 2021-03-05 | Build site. |
| Rmd | 2be54f9 | Donghe-Zhu | 2021-03-05 | local rebuild |
| html | 8c1e978 | Donghe-Zhu | 2021-03-05 | Build site. |
| html | 865f68c | Donghe-Zhu | 2021-03-05 | Build site. |
| html | ee69bc1 | Donghe-Zhu | 2021-03-05 | Build site. |
| html | a79291f | Donghe-Zhu | 2021-03-05 | Build site. |
| html | e8c6f30 | Donghe-Zhu | 2021-03-04 | Build site. |
| html | 59288fe | Donghe-Zhu | 2021-03-04 | Build site. |
| html | 731abc8 | Donghe-Zhu | 2021-03-04 | Build site. |
| html | e2a5a33 | Donghe-Zhu | 2021-03-04 | Build site. |
| html | c7892c1 | Donghe-Zhu | 2021-03-04 | Build site. |
| html | 924430b | Donghe-Zhu | 2021-03-03 | Build site. |
| html | 0d0bca1 | Donghe-Zhu | 2021-03-03 | Build site. |
| html | cb63c16 | Donghe-Zhu | 2021-03-03 | Build site. |
| html | ffda45a | Donghe-Zhu | 2021-03-03 | Build site. |
| html | 691ba81 | Donghe-Zhu | 2021-03-03 | Build site. |
| html | c5e45a2 | Donghe-Zhu | 2021-03-03 | Build site. |
| html | 89c3e58 | Donghe-Zhu | 2021-03-03 | Build site. |
| html | c407a50 | Donghe-Zhu | 2021-03-03 | Build site. |
| html | c911669 | Donghe-Zhu | 2021-03-03 | Build site. |
| Rmd | e1f9d21 | Donghe-Zhu | 2021-03-03 | local rebuild |
| html | b71c719 | Donghe-Zhu | 2021-03-01 | Build site. |
| html | 13666ca | Donghe-Zhu | 2021-03-01 | Build site. |
| Rmd | c3195f4 | Donghe-Zhu | 2021-03-01 | local rebuild |
| html | c6e60fe | Donghe-Zhu | 2021-03-01 | Build site. |
| Rmd | 8ef147d | Donghe-Zhu | 2021-03-01 | local rebuild |
| html | 7a388f7 | Donghe-Zhu | 2021-03-01 | Build site. |
| html | 799e913 | Donghe-Zhu | 2021-03-01 | Build site. |
| Rmd | aa780a7 | Donghe-Zhu | 2021-03-01 | local rebuild |
| html | 66ff99f | Donghe-Zhu | 2021-03-01 | Build site. |
| html | ac9bb7a | Donghe-Zhu | 2021-02-28 | Build site. |
| html | efdc047 | Donghe-Zhu | 2021-02-28 | Build site. |
| html | e9a7418 | Donghe-Zhu | 2021-02-28 | Build site. |
| Rmd | eac1b0e | Donghe-Zhu | 2021-02-28 | local rebuild |
| html | e152917 | Donghe-Zhu | 2021-02-28 | Build site. |
| html | feb991c | Donghe-Zhu | 2021-02-27 | Build site. |
| Rmd | 4563314 | Donghe-Zhu | 2021-02-27 | local rebuild |
| html | 287123c | Donghe-Zhu | 2021-02-27 | Build site. |
| Rmd | 764a9c2 | Donghe-Zhu | 2021-02-27 | local rebuild |
| html | 54d5b5b | Donghe-Zhu | 2021-02-27 | Build site. |
| Rmd | 2e836bf | Donghe-Zhu | 2021-02-27 | local rebuild |
| html | 330f064 | Donghe-Zhu | 2021-02-27 | Build site. |
| Rmd | f360282 | Donghe-Zhu | 2021-02-27 | local rebuild |
| html | adbc9bc | Donghe-Zhu | 2021-02-27 | Build site. |
| Rmd | a8a8f9c | Donghe-Zhu | 2021-02-27 | local rebuild |
| html | 5937141 | Donghe-Zhu | 2021-02-27 | Build site. |
| Rmd | 5f0bfca | Donghe-Zhu | 2021-02-27 | local rebuild |
| html | 4414bbf | Donghe-Zhu | 2021-02-27 | Build site. |
| html | a265efb | Donghe-Zhu | 2021-02-27 | Build site. |
| html | 19edd1e | Donghe-Zhu | 2021-02-27 | Build site. |
| Rmd | 1ae5bb4 | Donghe-Zhu | 2021-02-27 | local rebuild |
| html | f20483f | Donghe-Zhu | 2021-02-26 | Build site. |
| html | 6a2c7b3 | Donghe-Zhu | 2021-02-25 | Build site. |
| html | 02b976d | Donghe-Zhu | 2021-02-24 | Build site. |
| html | 354c224 | Donghe-Zhu | 2021-02-24 | Build site. |
| Rmd | d910d39 | Donghe-Zhu | 2021-02-24 | local rebuild |
| html | 1a0a88a | Donghe-Zhu | 2021-02-24 | Build site. |
| Rmd | 663e891 | Donghe-Zhu | 2021-02-24 | local rebuild |
| html | 57f701e | Donghe-Zhu | 2021-02-24 | Build site. |
| html | 06f3149 | Donghe-Zhu | 2021-02-16 | Build site. |
| html | 401eab3 | Donghe-Zhu | 2021-02-15 | Build site. |
| html | e3bba84 | Donghe-Zhu | 2021-02-15 | Build site. |
| html | 5dce4b1 | Donghe-Zhu | 2021-02-15 | Build site. |
| Rmd | 35b0f2e | Donghe-Zhu | 2021-02-15 | local rebuild |
| html | 4469a0c | Donghe-Zhu | 2021-02-13 | Build site. |
| Rmd | 8186d57 | Donghe-Zhu | 2021-02-10 | apply nr_obs |
| html | 5ae6a69 | Donghe-Zhu | 2021-02-10 | Build site. |
| Rmd | eeb6557 | Donghe-Zhu | 2021-02-10 | local rebuild |
| html | 05385dc | Donghe-Zhu | 2021-02-10 | Build site. |
| html | f791ae4 | Donghe-Zhu | 2021-02-09 | Build site. |
| html | f71ae34 | Donghe-Zhu | 2021-02-09 | Build site. |
| html | c011832 | Donghe-Zhu | 2021-02-09 | Build site. |
| html | a145fa7 | Donghe-Zhu | 2021-02-09 | Build site. |
| Rmd | 37a41c8 | Donghe-Zhu | 2021-02-09 | local rebuild |
| html | c344e42 | Donghe-Zhu | 2021-02-08 | Build site. |
| Rmd | 8f5fa79 | Donghe-Zhu | 2021-02-08 | local rebuild |
| html | 2f095d7 | Donghe-Zhu | 2021-02-07 | Build site. |
| html | 2305044 | Donghe-Zhu | 2021-02-07 | Build site. |
| Rmd | c3638c1 | Donghe-Zhu | 2021-02-07 | local rebuild |
| html | 1fad5f1 | Donghe-Zhu | 2021-02-07 | Build site. |
| html | ca03c39 | Donghe-Zhu | 2021-02-07 | Build site. |
| html | e2ffc14 | Donghe-Zhu | 2021-02-05 | Build site. |
| html | cd7c52c | Donghe-Zhu | 2021-02-04 | Build site. |
| Rmd | bcf91a8 | jens-daniel-mueller | 2021-02-04 | separate MLR tables, added plot residuals vs location |
| html | bcf84f4 | Donghe-Zhu | 2021-02-02 | Build site. |
| html | a518739 | Donghe-Zhu | 2021-02-01 | Build site. |
| html | 61666de | Donghe-Zhu | 2021-01-31 | Build site. |
| html | 865b582 | Donghe-Zhu | 2021-01-31 | Build site. |
| html | 3e68089 | Donghe-Zhu | 2021-01-31 | Build site. |
| html | ecf335c | Donghe-Zhu | 2021-01-31 | Build site. |
| html | a618965 | Donghe-Zhu | 2021-01-31 | Build site. |
| html | 59e006e | Donghe-Zhu | 2021-01-31 | Build site. |
| html | a1c8f87 | Donghe-Zhu | 2021-01-31 | Build site. |
| html | ae5c18f | Donghe-Zhu | 2021-01-31 | Build site. |
| html | b50fe52 | Donghe-Zhu | 2021-01-31 | Build site. |
| Rmd | ac99ae5 | jens-daniel-mueller | 2021-01-29 | code review |
| html | ac99ae5 | jens-daniel-mueller | 2021-01-29 | code review |
| html | b5bdcaf | Donghe-Zhu | 2021-01-29 | Build site. |
| Rmd | b234505 | Donghe-Zhu | 2021-01-29 | MLR approach across all depth |
| html | 442010d | Donghe-Zhu | 2021-01-29 | Build site. |
| Rmd | e67e7dd | Donghe-Zhu | 2021-01-29 | surface equilibrium approach across all latitudes irrespective of gamma |
| html | 372adf5 | Donghe-Zhu | 2021-01-29 | Build site. |
| html | af8788e | Donghe-Zhu | 2021-01-29 | Build site. |
| html | 21c91c9 | Donghe-Zhu | 2021-01-29 | Build site. |
| html | eded038 | Donghe-Zhu | 2021-01-29 | Build site. |
| html | 541d4dd | Donghe-Zhu | 2021-01-29 | Build site. |
| html | 6a75576 | Donghe-Zhu | 2021-01-28 | Build site. |
| html | 16fba40 | Donghe-Zhu | 2021-01-28 | Build site. |
| Rmd | aecf0c6 | Donghe-Zhu | 2021-01-28 | diagnostic ploting |
| Rmd | a02684e | Donghe-Zhu | 2021-01-28 | error |
| Rmd | 4584be9 | Donghe-Zhu | 2021-01-28 | latest |
| html | 12bc567 | Donghe-Zhu | 2021-01-27 | Build site. |
| html | ceed31b | Donghe-Zhu | 2021-01-27 | Build site. |
| html | 342402d | Donghe-Zhu | 2021-01-27 | Build site. |
| html | 5bad5c2 | Donghe-Zhu | 2021-01-27 | Build site. |
| Rmd | c2c9529 | Donghe-Zhu | 2021-01-27 | random subsetting based on lat |
| html | 61efb56 | Donghe-Zhu | 2021-01-25 | Build site. |
| html | 48f638e | Donghe-Zhu | 2021-01-25 | Build site. |
| html | c1cec47 | Donghe-Zhu | 2021-01-25 | Build site. |
| html | 05ffb0c | Donghe-Zhu | 2021-01-25 | Build site. |
| html | 8b97165 | Donghe-Zhu | 2021-01-25 | Build site. |
| html | c569946 | Donghe-Zhu | 2021-01-24 | Build site. |
| html | a2f0d56 | Donghe-Zhu | 2021-01-23 | Build site. |
| html | 28509fc | Donghe-Zhu | 2021-01-23 | Build site. |
| html | 4c28e4a | Donghe-Zhu | 2021-01-22 | Build site. |
| html | 24cc264 | jens-daniel-mueller | 2021-01-22 | cleaned /docs before creating copies |
| html | 88eb28f | Donghe-Zhu | 2021-01-21 | Build site. |
| html | 2679490 | Donghe-Zhu | 2021-01-21 | Build site. |
| html | 7891955 | Donghe-Zhu | 2021-01-21 | Build site. |
| html | d4cf1cb | Donghe-Zhu | 2021-01-21 | Build site. |
| Rmd | 167eeec | Donghe-Zhu | 2021-01-21 | surface DIC calculation with atmospheric equilibrium option |
| html | 1f3e5b6 | jens-daniel-mueller | 2021-01-20 | Build site. |
| html | 0e7bdf1 | jens-daniel-mueller | 2021-01-15 | cleaning template repository |
| html | 73cbef3 | jens-daniel-mueller | 2021-01-15 | Build site. |
| html | 4571843 | jens-daniel-mueller | 2021-01-14 | revision and html deleted for template copying |
| html | 23151cd | jens-daniel-mueller | 2021-01-14 | Build site. |
| html | b3564aa | jens-daniel-mueller | 2021-01-14 | Build site. |
| html | 8d032c3 | jens-daniel-mueller | 2021-01-14 | Build site. |
| html | 022871c | Donghe-Zhu | 2021-01-13 | Build site. |
| Rmd | d44f36f | Donghe-Zhu | 2021-01-13 | reorder analysis final |
| html | 17dee1d | jens-daniel-mueller | 2021-01-13 | Build site. |
| Rmd | 9e04fd7 | jens-daniel-mueller | 2021-01-13 | local rebuild after revision |
| html | a076226 | Donghe-Zhu | 2021-01-11 | Build site. |
| Rmd | 52eff18 | Donghe-Zhu | 2021-01-09 | Implemet model_run and subsetting |
| html | 7cdea0c | jens-daniel-mueller | 2021-01-06 | Build site. |
| Rmd | b5934dd | jens-daniel-mueller | 2021-01-06 | local rebuild after revision |
| html | fa85b93 | jens-daniel-mueller | 2021-01-06 | Build site. |
| html | e5cb81a | Donghe-Zhu | 2021-01-05 | Build site. |
| Rmd | 608cc45 | Donghe-Zhu | 2021-01-05 | modification of analysis |
| html | a499f10 | Donghe-Zhu | 2021-01-05 | Build site. |
| Rmd | 715bdb4 | Donghe-Zhu | 2021-01-02 | model modification |
| html | fb8a752 | Donghe-Zhu | 2020-12-23 | Build site. |
| Rmd | 82e3c9c | Donghe-Zhu | 2020-12-23 | first build after creating model template |
| html | 8fae0b2 | Donghe-Zhu | 2020-12-21 | Build site. |
| Rmd | 00a1322 | Donghe-Zhu | 2020-12-21 | first build after creating model template |
| Rmd | d73ae35 | Donghe-Zhu | 2020-12-21 | first version with lm error |
| html | c8b76b3 | jens-daniel-mueller | 2020-12-19 | Build site. |
| Rmd | b5fedce | jens-daniel-mueller | 2020-12-19 | first build after creating model template |
| Rmd | 8e8abf5 | Jens Müller | 2020-12-18 | Initial commit |
1 Required data
Required are:
- cleaned and prepared GLODAP-based synthetic model subsetting file
GLODAP <-
read_csv(paste(path_version_data,
"GLODAPv2.2020_MLR_fitting_ready.csv",
sep = ""))2 Predictor combinations
Find all possible combinations of following considered predictor variables:
- sal, temp, aou, nitrate, silicate, phosphate, phosphate_star
# the following code is a workaround to find all predictor combinations
# using the olsrr package and fit all models for one era, slab, and basin
i_basin <- unique(GLODAP$basin)[1]
i_era <- unique(GLODAP$era)[1]
# subset one basin and era for fitting
GLODAP_basin_era <- GLODAP %>%
filter(basin == i_basin, era == i_era)
i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[1]
print(i_gamma_slab)
# subset one gamma slab
GLODAP_basin_era_slab <- GLODAP_basin_era %>%
filter(gamma_slab == i_gamma_slab)
# fit the full linear model, i.e. all predictor combinations
lm_full <- lm(paste(
params_local$MLR_target,
paste(params_local$MLR_predictors, collapse = " + "),
sep = " ~ "
),
data = GLODAP_basin_era_slab)
# fit linear models for all possible predictor combinations
# unfortunately, this functions does not provide model coefficients (yet)
lm_all <- ols_step_all_possible(lm_full)
# convert to tibble
lm_all <- as_tibble(lm_all)
# extract relevant columns and format model formula
lm_all <- lm_all %>%
select(n, predictors) %>%
mutate(lm_coeff = str_replace_all(predictors, " ", " + "),
lm_coeff = paste(params_local$MLR_target, "~", lm_coeff))
# remove certain predictor combinations
# lm_rm_si <- lm_all %>%
# filter(str_detect(lm_coeff, "silicate_star")) %>%
# mutate(lm_coeff_filter = str_remove(lm_coeff, "silicate_star")) %>%
# filter(str_detect(lm_coeff_filter, "silicate") &
# str_detect(lm_coeff_filter, "nitrate")) %>%
# select(-lm_coeff_filter)
# lm_rm_ph <- lm_all %>%
# filter(str_detect(lm_coeff, "phosphate_star")) %>%
# mutate(lm_coeff_filter = str_remove(lm_coeff, "phosphate_star")) %>%
# filter(str_detect(lm_coeff_filter, "phosphate") &
# str_detect(lm_coeff_filter, "oxygen")) %>%
# select(-lm_coeff_filter)
# lm_rm <- bind_rows(lm_rm_ph, lm_rm_o2) %>%
# select(-lm_coeff_filter) %>%
# unique()
# lm_rm <- lm_rm_ph %>%
# select(-lm_coeff_filter) %>%
# unique()
#
# lm_all <- anti_join(lm_all, lm_rm_si)
# remove temp sal predictor combination
# lm_all <- lm_all %>%
# # filter(!(
# # str_detect(lm_coeff, "temp") &
# # str_detect(lm_coeff, "phosphate_star")
# # )) %>%
# mutate(lm_coeff_filter = str_remove(lm_coeff, "phosphate_star")) %>%
# filter(!(str_detect(lm_coeff_filter, "nitrate") &
# str_detect(lm_coeff_filter, "phosphate")
# )) %>%
# filter(!(
# str_detect(lm_coeff_filter, "temp") &
# str_detect(lm_coeff_filter, "sal")
# )) %>%
# # filter(!(
# # str_detect(lm_coeff_filter, "oxygen") &
# # str_detect(lm_coeff_filter, "aou")
# # )) %>%
# select(-lm_coeff_filter)
# remove helper objects
rm(
i_gamma_slab,
i_era,
i_basin,
GLODAP_basin_era,
GLODAP_basin_era_slab,
lm_full,
lm_rm_ph,
lm_rm_si,
lm_rm_o2,
lm_rm
)
# lm_full <- lm(paste(
# params_local$MLR_target,
# paste(params_local$MLR_predictors, collapse = " + "),
# sep = " ~ "
# ),
# data = GLODAP_basin_era_slab)
#
# lm_full <-
# loess(
# cstar_tref ~ sal + temp + aou + phosphate,
# span = 0.1,
# degree = 1,
# data = GLODAP_basin_era_slab
# )3 Apply predictor threshold
Select combinations with a total number of predictors in the range:
- Minimum: 2
- Maximum: 5
lm_all <- lm_all %>%
filter(n >= params_local$MLR_predictors_min,
n <= params_local$MLR_predictors_max)This results in a total number of MLR models of:
- 112
4 Fit all models
Individual linear regression models were fitted for the chosen target variable:
- cstar_tref
as a function of each predictor combination. Fitting was performed separately within each basin, era, and slab. Model diagnostics, such as the root mean squared error (RMSE), were calculated for each fitted model.
# loop across all basins, era, gamma slabs, and MLRs
# fit all MLR models
for (i_basin in unique(GLODAP$basin)) {
for (i_era in unique(GLODAP$era)) {
#i_basin <- unique(GLODAP$basin)[1]
#i_era <- unique(GLODAP$era)[1]
print(i_basin)
print(i_era)
GLODAP_basin_era <- GLODAP %>%
filter(basin == i_basin, era == i_era)
for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
#i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[1]
print(i_gamma_slab)
GLODAP_basin_era_slab <- GLODAP_basin_era %>%
filter(gamma_slab == i_gamma_slab)
# number of observations used for each fitting model
i_nr_obs = nrow(GLODAP_basin_era_slab)
for (i_predictors in unique(lm_all$predictors)) {
#i_predictors <- unique(lm_all$predictors)[100]
# extract one model definition
i_lm <- lm_all %>%
filter(predictors == i_predictors) %>%
select(lm_coeff) %>%
pull()
# extract number of predictors
i_n_predictors <- lm_all %>%
filter(predictors == i_predictors) %>%
select(n) %>%
pull()
if (i_nr_obs > i_n_predictors) {
# fit model
if (params_local$MLR_type == "rlm") {
i_lm_fit <- MASS::rlm(as.formula(i_lm),
data = GLODAP_basin_era_slab)
}
if (params_local$MLR_type == "lm") {
i_lm_fit <- lm(as.formula(i_lm),
data = GLODAP_basin_era_slab)
}
# find max predictor correlation
i_cor_max <- GLODAP_basin_era_slab %>%
select(!!!syms(str_split(i_predictors, " ",
simplify = TRUE))) %>%
correlate(quiet = TRUE) %>%
select(-term) %>%
abs() %>%
max(na.rm = TRUE)
# calculate root mean squared error
i_rmse <- sqrt(c(crossprod(i_lm_fit$residuals)) /
length(i_lm_fit$residuals))
# calculate maximum residual
i_resid_max <- max(abs(i_lm_fit$residuals))
# calculate Akaike information criterion aic
i_aic <- AIC(i_lm_fit)
# calculate max VIF
if (is.na(max(i_lm_fit$coefficients))){
i_vif_max <- as.double("NA")
} else{
i_vif_max <- max(vif(i_lm_fit))
}
# collect model coefficients and diagnostics
coefficients <- tidy(i_lm_fit)
coefficients <- coefficients %>%
mutate(
basin = i_basin,
era = i_era,
gamma_slab = i_gamma_slab,
model = i_lm,
nr_obs = i_nr_obs,
rmse = i_rmse,
aic = i_aic,
vif_max = i_vif_max,
resid_max = i_resid_max,
n_predictors = i_n_predictors,
na_predictor = anyNA(coefficients$estimate),
cor_max = i_cor_max
)
if (exists("lm_all_fitted")) {
lm_all_fitted <- bind_rows(lm_all_fitted, coefficients)
}
if (!exists("lm_all_fitted")) {
lm_all_fitted <- coefficients
}
}
}
}
}
}
rm(
i_lm_fit,
coefficients,
i_rmse,
GLODAP_basin_era,
GLODAP_basin_era_slab,
i_lm,
i_basin,
i_era,
i_gamma_slab,
i_nr_obs,
i_predictors,
i_aic,
i_vif_max,
i_n_predictors,
i_resid_max
)5 Prepare coeffcients
Coefficients are prepared for the mapping of Cant and the chosen target variable.
5.1 Formatting
# lm_all_fitted <- lm_all_fitted_1
# lm_all_fitted <-
# read_csv(paste(path_version_data,
# "lm_all_fitted.csv",
# sep = ""))
# select relevant columns
lm_all_fitted <- lm_all_fitted %>%
select(
basin,
gamma_slab,
era,
model,
nr_obs,
n_predictors,
term,
estimate,
rmse,
aic,
vif_max,
resid_max,
na_predictor,
cor_max
)
# set coefficient to zero if not fitted (=NA)
lm_all_fitted <- lm_all_fitted %>%
mutate(estimate = if_else(is.na(estimate), 0, estimate))
# Prepare model coefficients for mapping of target variable
lm_all_fitted_wide <- lm_all_fitted %>%
pivot_wider(
values_from = estimate,
names_from = term,
names_prefix = "coeff_",
values_fill = 0
)5.2 Predictor selection
Within each basin and slab, the following number of best linear regression models was selected:
- 10
The criterion used to select the best models was:
- rmse
The criterion was summed up for two adjacent eras, and the models with lowest summed values were selected.
Please note, that currently the lm() function produces NAs for some predictors. It is not yet entirely clear when this happens, but presumably it is caused by some form of collinearity between predictors, such that including another predictor does not help to explain the target variable any better. The issues also expresses as exactly identical rmse values of different models. As an interim solution, models with fitted NA predictors were not included.
# remove models with predictors fitted as NA
lm_all_fitted_wide <- lm_all_fitted_wide %>%
filter(na_predictor == FALSE)5.3 VIF threshold
To avoid multicollinearity among predictors, models were excluded with a VIF above:
- 1000
After removing models affected by multicollinearity, the targeted number of MLRs (10) was undercut in following fitting units:
# remove models with predictors fitted as NA
lm_all_fitted_wide <- lm_all_fitted_wide %>%
filter(vif_max <= params_local$vif_max)
# lm_all_fitted_wide_check <- lm_all_fitted_wide %>%
# group_by(era, basin, gamma_slab) %>%
# count()
# filter(n < params_local$MLR_number)# calculate RMSE sum for adjacent eras
lm_all_fitted_wide_eras <- lm_all_fitted_wide %>%
select(basin, gamma_slab, n_predictors, model, era, nr_obs, rmse, aic, vif_max, resid_max) %>%
arrange(era) %>%
group_by(basin, gamma_slab, model) %>%
mutate(
eras = paste(lag(era), era, sep = " --> "),
rmse_sum = rmse + lag(rmse),
rmse_lag = lag(rmse),
aic_sum = aic + lag(aic),
vif_max_sum = vif_max + lag(vif_max)
) %>%
ungroup() %>%
select(-c(era)) %>%
drop_na() %>%
filter(eras != "1982-1999 --> 2010-2019",
eras != "1982-1999 --> 2008-2019")
#filter tripairs
lm_all_fitted_wide_eras <- lm_all_fitted_wide_eras %>%
mutate(rmse = round(rmse, digits = 7), rmse_lag = round(rmse_lag, digits = 7)) %>%
group_by(basin, gamma_slab, eras, rmse) %>%
sample_n(1) %>%
ungroup()
# calculate rank for each era
lm_all_fitted_wide_eras <- lm_all_fitted_wide_eras %>%
group_by(eras, basin, gamma_slab) %>%
mutate(rank = rank(rmse, ties.method="first"),
rank_sum = rank + rank(rmse_lag, ties.method="first")) %>%
ungroup()
# subset models with lowest summed criterion
# chose which criterion is applied
if (params_local$MLR_criterion == "aic") {
lm_best <- lm_all_fitted_wide_eras %>%
group_by(basin, gamma_slab, eras) %>%
slice_min(order_by = aic_sum,
with_ties = FALSE,
n = params_local$MLR_number) %>%
ungroup() %>%
arrange(basin, gamma_slab, eras, aic_sum)
} else if (params_local$MLR_criterion == "rmse") {
lm_best <- lm_all_fitted_wide_eras %>%
group_by(basin, gamma_slab, eras) %>%
slice_min(order_by = rmse_sum,
with_ties = FALSE,
n = params_local$MLR_number) %>%
ungroup() %>%
arrange(basin, gamma_slab, eras, rmse_sum)
} else {
lm_best <- lm_all_fitted_wide_eras %>%
group_by(basin, gamma_slab, eras) %>%
slice_min(order_by = rank_sum,
with_ties = FALSE,
n = params_local$MLR_number) %>%
ungroup() %>%
arrange(basin, gamma_slab, eras, rank_sum)
}5.4 RMSE tables
5.4.1 per model
lm_best %>%
kable() %>%
add_header_above() %>%
kable_styling() %>%
scroll_box(width = "100%", height = "400px")| basin | gamma_slab | n_predictors | model | nr_obs | rmse | aic | vif_max | resid_max | eras | rmse_sum | rmse_lag | aic_sum | vif_max_sum | rank | rank_sum |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 312 | 4.5706625 | 1847.684 | 416.941486 | 15.029800 | 1982-1999 –> 2000-2009 | 8.497871 | 3.9272082 | 4297.406 | 663.558595 | 1 | 3 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 312 | 4.7137642 | 1866.921 | 425.239793 | 13.814871 | 1982-1999 –> 2000-2009 | 8.629890 | 3.9161254 | 4314.173 | 686.339726 | 4 | 5 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 312 | 4.6564326 | 1859.285 | 334.329289 | 14.355395 | 1982-1999 –> 2000-2009 | 8.706877 | 4.0504440 | 4336.012 | 471.934424 | 2 | 6 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star | 312 | 4.7775152 | 1875.304 | 433.816473 | 12.719290 | 1982-1999 –> 2000-2009 | 8.887335 | 4.1098197 | 4364.750 | 572.334703 | 5 | 10 |
| Atlantic | (-Inf,26] | 4 | cstar_tref ~ temp + aou + nitrate + phosphate_star | 312 | 4.6837639 | 1860.937 | 334.321328 | 14.988833 | 1982-1999 –> 2000-2009 | 8.984781 | 4.3010169 | 4388.126 | 461.453212 | 3 | 12 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 312 | 4.9496723 | 1897.394 | 168.549030 | 14.883828 | 1982-1999 –> 2000-2009 | 9.093882 | 4.1442102 | 4394.123 | 413.748437 | 7 | 13 |
| Atlantic | (-Inf,26] | 4 | cstar_tref ~ aou + nitrate + phosphate + phosphate_star | 312 | 4.8394065 | 1881.336 | 352.912212 | 13.075010 | 1982-1999 –> 2000-2009 | 9.103759 | 4.2643521 | 4401.042 | 484.580955 | 6 | 14 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 312 | 5.1257878 | 1919.211 | 424.203845 | 14.674527 | 1982-1999 –> 2000-2009 | 9.144064 | 4.0182759 | 4388.969 | 692.273643 | 12 | 15 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 312 | 4.9995280 | 1903.648 | 368.148481 | 14.420583 | 1982-1999 –> 2000-2009 | 9.328344 | 4.3288162 | 4438.467 | 508.427982 | 9 | 19 |
| Atlantic | (-Inf,26] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 312 | 4.9497015 | 1895.398 | 145.038206 | 14.865253 | 1982-1999 –> 2000-2009 | 9.459386 | 4.5096844 | 4463.993 | 299.394315 | 8 | 20 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 485 | 4.7875178 | 2909.402 | 222.738955 | 23.755534 | 2000-2009 –> 2010-2019 | 9.358180 | 4.5706625 | 4757.086 | 639.680441 | 1 | 2 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 485 | 4.8180345 | 2915.565 | 230.733966 | 23.373837 | 2000-2009 –> 2010-2019 | 9.531799 | 4.7137642 | 4782.487 | 655.973759 | 2 | 6 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 485 | 4.9431507 | 2940.433 | 280.800043 | 27.376029 | 2000-2009 –> 2010-2019 | 9.892823 | 4.9496723 | 4837.827 | 449.349073 | 3 | 10 |
| Atlantic | (-Inf,26] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 485 | 4.9454537 | 2938.885 | 156.925090 | 26.991377 | 2000-2009 –> 2010-2019 | 9.895155 | 4.9497015 | 4834.283 | 301.963296 | 4 | 12 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 485 | 5.5166479 | 3046.908 | 252.397077 | 39.119346 | 2000-2009 –> 2010-2019 | 10.173081 | 4.6564326 | 4906.193 | 586.726366 | 7 | 9 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 485 | 5.0739715 | 2965.771 | 233.387387 | 18.278177 | 2000-2009 –> 2010-2019 | 10.199759 | 5.1257878 | 4884.982 | 657.591232 | 5 | 17 |
| Atlantic | (-Inf,26] | 4 | cstar_tref ~ temp + aou + nitrate + phosphate_star | 485 | 5.5166658 | 3044.911 | 182.800849 | 39.160167 | 2000-2009 –> 2010-2019 | 10.200430 | 4.6837639 | 4905.848 | 517.122177 | 8 | 11 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star | 485 | 5.5300934 | 3049.269 | 242.219274 | 38.878222 | 2000-2009 –> 2010-2019 | 10.307609 | 4.7775152 | 4924.573 | 676.035747 | 9 | 14 |
| Atlantic | (-Inf,26] | 4 | cstar_tref ~ aou + nitrate + phosphate + phosphate_star | 485 | 5.5317398 | 3047.558 | 188.992929 | 38.556815 | 2000-2009 –> 2010-2019 | 10.371146 | 4.8394065 | 4928.894 | 541.905141 | 10 | 16 |
| Atlantic | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 485 | 5.6273333 | 3066.177 | 221.407747 | 37.004848 | 2000-2009 –> 2010-2019 | 10.626861 | 4.9995280 | 4969.825 | 589.556228 | 11 | 20 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 269 | 5.7512315 | 1718.574 | 279.165223 | 17.035149 | 1982-1999 –> 2000-2009 | 12.574203 | 6.8229711 | 3949.825 | 330.109805 | 2 | 8 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 269 | 5.9332894 | 1735.340 | 622.226902 | 17.309170 | 1982-1999 –> 2000-2009 | 12.783946 | 6.8506564 | 3969.280 | 907.392180 | 5 | 12 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 269 | 6.0420544 | 1745.113 | 285.307926 | 17.119747 | 1982-1999 –> 2000-2009 | 12.805664 | 6.7636094 | 3970.562 | 386.429165 | 9 | 12 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 269 | 6.0013355 | 1741.475 | 285.898136 | 16.996689 | 1982-1999 –> 2000-2009 | 12.806154 | 6.8048185 | 3970.957 | 334.238326 | 7 | 12 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 269 | 6.0883115 | 1749.216 | 314.458297 | 16.900443 | 1982-1999 –> 2000-2009 | 12.847066 | 6.7587542 | 3974.188 | 388.527674 | 10 | 11 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 269 | 5.6218027 | 1706.328 | 118.088509 | 14.567048 | 1982-1999 –> 2000-2009 | 13.033494 | 7.4116908 | 3992.534 | 143.267947 | 1 | 13 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 269 | 6.1223433 | 1752.215 | 292.770828 | 16.019428 | 1982-1999 –> 2000-2009 | 13.063525 | 6.9411817 | 3994.872 | 395.144534 | 14 | 23 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 269 | 6.5293041 | 1786.839 | 272.353638 | 19.781454 | 1982-1999 –> 2000-2009 | 13.290672 | 6.7613674 | 4012.067 | 344.044955 | 25 | 27 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 269 | 6.5059279 | 1784.909 | 270.985097 | 16.513451 | 1982-1999 –> 2000-2009 | 13.441964 | 6.9360359 | 4027.073 | 340.108941 | 24 | 32 |
| Atlantic | (26,26.5] | 4 | cstar_tref ~ temp + nitrate + silicate + phosphate | 269 | 6.6825480 | 1797.320 | 255.809133 | 19.630864 | 1982-1999 –> 2000-2009 | 13.464269 | 6.7817213 | 4022.544 | 326.005944 | 35 | 39 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 400 | 4.9980989 | 2436.397 | 29.261469 | 12.606887 | 2000-2009 –> 2010-2019 | 10.749330 | 5.7512315 | 4154.971 | 308.426692 | 6 | 8 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 400 | 4.9698175 | 2431.857 | 223.484531 | 11.827932 | 2000-2009 –> 2010-2019 | 10.903107 | 5.9332894 | 4167.198 | 845.711432 | 4 | 10 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 400 | 4.9630197 | 2430.762 | 27.377278 | 12.167085 | 2000-2009 –> 2010-2019 | 10.964355 | 6.0013355 | 4172.238 | 313.275413 | 1 | 9 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 400 | 4.9639464 | 2430.912 | 70.556686 | 12.648091 | 2000-2009 –> 2010-2019 | 11.006001 | 6.0420544 | 4176.025 | 355.864612 | 2 | 12 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 400 | 4.9646858 | 2431.031 | 51.759347 | 12.738221 | 2000-2009 –> 2010-2019 | 11.052997 | 6.0883115 | 4180.247 | 366.217644 | 3 | 14 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 400 | 5.7246305 | 2544.973 | 20.530209 | 15.336120 | 2000-2009 –> 2010-2019 | 11.346433 | 5.6218027 | 4251.301 | 138.618718 | 12 | 13 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 400 | 5.2387826 | 2474.022 | 72.129797 | 13.701314 | 2000-2009 –> 2010-2019 | 11.361126 | 6.1223433 | 4226.237 | 364.900625 | 9 | 24 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 400 | 4.9708591 | 2432.025 | 50.481836 | 11.949756 | 2000-2009 –> 2010-2019 | 11.500163 | 6.5293041 | 4218.864 | 322.835474 | 5 | 31 |
| Atlantic | (26,26.5] | 4 | cstar_tref ~ temp + nitrate + silicate + phosphate | 400 | 5.0140389 | 2436.944 | 48.204460 | 13.011530 | 2000-2009 –> 2010-2019 | 11.696587 | 6.6825480 | 4234.264 | 304.013593 | 7 | 44 |
| Atlantic | (26,26.5] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 400 | 5.2296363 | 2472.624 | 46.082090 | 13.518905 | 2000-2009 –> 2010-2019 | 11.735564 | 6.5059279 | 4257.533 | 317.067187 | 8 | 33 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 200 | 5.4546682 | 1260.164 | 202.277957 | 14.557714 | 1982-1999 –> 2000-2009 | 9.965218 | 4.5105499 | 3509.137 | 240.596018 | 1 | 7 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 200 | 5.4869407 | 1262.524 | 144.389950 | 18.926246 | 1982-1999 –> 2000-2009 | 10.014725 | 4.5277839 | 3514.411 | 172.624306 | 2 | 14 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 200 | 5.5018892 | 1263.612 | 347.713362 | 15.506930 | 1982-1999 –> 2000-2009 | 10.024794 | 4.5229047 | 3514.675 | 743.984928 | 3 | 12 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 200 | 5.6234483 | 1272.353 | 235.828085 | 15.981369 | 1982-1999 –> 2000-2009 | 10.142105 | 4.5186572 | 3522.699 | 278.916042 | 5 | 13 |
| Atlantic | (26.5,26.75] | 4 | cstar_tref ~ sal + aou + nitrate + silicate | 200 | 5.6037578 | 1268.950 | 144.129054 | 18.741902 | 1982-1999 –> 2000-2009 | 10.171432 | 4.5676744 | 3525.539 | 171.011469 | 4 | 20 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 200 | 5.7361101 | 1280.288 | 213.097949 | 11.756899 | 1982-1999 –> 2000-2009 | 10.335434 | 4.5993234 | 3544.152 | 260.216939 | 6 | 26 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 200 | 5.7392963 | 1280.510 | 375.706279 | 11.699869 | 1982-1999 –> 2000-2009 | 10.336072 | 4.5967756 | 3543.950 | 760.791955 | 7 | 25 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 200 | 5.7461498 | 1280.987 | 221.751342 | 11.665901 | 1982-1999 –> 2000-2009 | 10.343746 | 4.5975958 | 3544.564 | 276.161484 | 8 | 27 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 200 | 5.9139085 | 1292.498 | 226.417385 | 12.520423 | 1982-1999 –> 2000-2009 | 10.411930 | 4.4980217 | 3539.346 | 267.571197 | 10 | 11 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 200 | 5.9314345 | 1293.682 | 27.668342 | 20.378048 | 1982-1999 –> 2000-2009 | 10.431215 | 4.4997801 | 3540.829 | 79.584010 | 12 | 14 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 297 | 5.4444410 | 1863.439 | 21.205470 | 15.509633 | 2000-2009 –> 2010-2019 | 10.899109 | 5.4546682 | 3123.603 | 223.483428 | 7 | 8 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 297 | 5.4228907 | 1861.083 | 31.224928 | 15.692268 | 2000-2009 –> 2010-2019 | 10.909831 | 5.4869407 | 3123.607 | 175.614878 | 5 | 7 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 297 | 5.4583762 | 1864.957 | 90.150052 | 15.634292 | 2000-2009 –> 2010-2019 | 10.960265 | 5.5018892 | 3128.569 | 437.863414 | 9 | 12 |
| Atlantic | (26.5,26.75] | 4 | cstar_tref ~ sal + aou + nitrate + silicate | 297 | 5.4770226 | 1864.983 | 19.337478 | 15.788241 | 2000-2009 –> 2010-2019 | 11.080780 | 5.6037578 | 3133.933 | 163.466532 | 12 | 16 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 297 | 5.4679293 | 1865.996 | 29.353888 | 15.778289 | 2000-2009 –> 2010-2019 | 11.091378 | 5.6234483 | 3138.350 | 265.181973 | 10 | 15 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 297 | 5.4134845 | 1860.052 | 22.759461 | 15.904998 | 2000-2009 –> 2010-2019 | 11.149595 | 5.7361101 | 3140.340 | 235.857410 | 3 | 9 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 297 | 5.4114928 | 1859.833 | 84.348315 | 15.928158 | 2000-2009 –> 2010-2019 | 11.150789 | 5.7392963 | 3140.343 | 460.054594 | 2 | 9 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 297 | 5.4101228 | 1859.683 | 34.357843 | 15.941690 | 2000-2009 –> 2010-2019 | 11.156273 | 5.7461498 | 3140.670 | 256.109185 | 1 | 9 |
| Atlantic | (26.5,26.75] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 297 | 5.4484522 | 1861.876 | 21.431277 | 16.255454 | 2000-2009 –> 2010-2019 | 11.243166 | 5.7947138 | 3144.230 | 151.869563 | 8 | 17 |
| Atlantic | (26.5,26.75] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 297 | 5.4208896 | 1860.864 | 30.985434 | 15.962909 | 2000-2009 –> 2010-2019 | 11.334798 | 5.9139085 | 3153.362 | 257.402819 | 4 | 14 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 491 | 5.5930324 | 3097.932 | 119.669233 | 14.853906 | 1982-1999 –> 2000-2009 | 10.313643 | 4.7206109 | 7306.810 | 255.304162 | 2 | 3 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 491 | 5.6335012 | 3105.012 | 153.503644 | 14.733369 | 1982-1999 –> 2000-2009 | 10.364812 | 4.7313113 | 7317.087 | 325.502300 | 4 | 6 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 491 | 5.5316042 | 3087.087 | 118.142097 | 13.251884 | 1982-1999 –> 2000-2009 | 10.392886 | 4.8612822 | 7337.427 | 150.326495 | 1 | 6 |
| Atlantic | (26.75,27] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 491 | 5.6105860 | 3099.009 | 106.306287 | 13.507275 | 1982-1999 –> 2000-2009 | 10.474457 | 4.8638710 | 7348.101 | 136.487606 | 3 | 9 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 491 | 5.6783017 | 3112.790 | 128.446524 | 12.928508 | 1982-1999 –> 2000-2009 | 10.730002 | 5.0517000 | 7417.383 | 183.804124 | 5 | 28 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 491 | 5.7175456 | 3119.554 | 590.342650 | 13.305462 | 1982-1999 –> 2000-2009 | 10.786720 | 5.0691741 | 7429.022 | 1379.015658 | 6 | 30 |
| Atlantic | (26.75,27] | 4 | cstar_tref ~ sal + aou + nitrate + silicate | 491 | 5.7214435 | 3118.223 | 116.449792 | 13.448609 | 1982-1999 –> 2000-2009 | 10.792851 | 5.0714080 | 7426.313 | 148.365720 | 7 | 32 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 491 | 6.0642209 | 3177.360 | 435.700451 | 20.438921 | 1982-1999 –> 2000-2009 | 10.899794 | 4.8355735 | 7420.213 | 1000.202134 | 19 | 22 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 491 | 5.9256976 | 3154.669 | 166.849818 | 15.220951 | 1982-1999 –> 2000-2009 | 10.911257 | 4.9855588 | 7440.652 | 209.495184 | 9 | 28 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 491 | 5.9993050 | 3166.792 | 691.983804 | 17.850352 | 1982-1999 –> 2000-2009 | 10.922709 | 4.9234041 | 7435.061 | 1490.682215 | 12 | 23 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 542 | 5.1137611 | 3321.147 | 433.313474 | 16.053676 | 2000-2009 –> 2010-2019 | 10.692374 | 5.5786133 | 6416.544 | 1209.893871 | 1 | 3 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 542 | 5.1251243 | 3323.553 | 57.296429 | 16.254590 | 2000-2009 –> 2010-2019 | 10.718157 | 5.5930324 | 6421.485 | 176.965662 | 2 | 5 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 542 | 5.1298572 | 3324.554 | 74.274446 | 16.340616 | 2000-2009 –> 2010-2019 | 10.763358 | 5.6335012 | 6429.565 | 227.778090 | 3 | 8 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 542 | 5.2646591 | 3352.671 | 22.907937 | 17.477127 | 2000-2009 –> 2010-2019 | 10.796263 | 5.5316042 | 6439.758 | 141.050034 | 14 | 15 |
| Atlantic | (26.75,27] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 542 | 5.2658504 | 3350.916 | 21.427168 | 17.548856 | 2000-2009 –> 2010-2019 | 10.876436 | 5.6105860 | 6449.925 | 127.733456 | 16 | 20 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 542 | 5.2388939 | 3347.353 | 348.187499 | 18.276879 | 2000-2009 –> 2010-2019 | 10.956440 | 5.7175456 | 6466.907 | 938.530149 | 8 | 15 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 542 | 5.2815658 | 3356.147 | 31.652459 | 18.641488 | 2000-2009 –> 2010-2019 | 10.959867 | 5.6783017 | 6468.937 | 160.098983 | 19 | 25 |
| Atlantic | (26.75,27] | 4 | cstar_tref ~ sal + aou + nitrate + silicate | 542 | 5.3010290 | 3358.134 | 21.526221 | 18.468739 | 2000-2009 –> 2010-2019 | 11.022472 | 5.7214435 | 6476.357 | 137.976013 | 20 | 28 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 542 | 5.3064129 | 3361.234 | 37.438161 | 18.949305 | 2000-2009 –> 2010-2019 | 11.150415 | 5.8440024 | 6502.270 | 209.084488 | 21 | 30 |
| Atlantic | (26.75,27] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 542 | 5.2571303 | 3351.120 | 372.149422 | 17.404480 | 2000-2009 –> 2010-2019 | 11.256435 | 5.9993050 | 6517.912 | 1064.133227 | 11 | 24 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 813 | 4.8977554 | 4904.545 | 833.807433 | 20.628928 | 1982-1999 –> 2000-2009 | 8.301153 | 3.4033972 | 12209.905 | 1621.292952 | 1 | 2 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 813 | 4.9142523 | 4910.013 | 576.616267 | 17.348681 | 1982-1999 –> 2000-2009 | 8.416362 | 3.5021092 | 12294.227 | 1307.986861 | 2 | 4 |
| Atlantic | (27,27.25] | 4 | cstar_tref ~ temp + aou + nitrate + phosphate | 813 | 5.0272490 | 4944.977 | 342.394980 | 17.919124 | 1982-1999 –> 2000-2009 | 8.547068 | 3.5198193 | 12341.104 | 767.142779 | 3 | 6 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 813 | 5.0620594 | 4958.198 | 133.107537 | 16.154467 | 1982-1999 –> 2000-2009 | 8.661570 | 3.5995101 | 12418.070 | 262.852833 | 4 | 10 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 813 | 5.1910360 | 4999.108 | 213.642202 | 19.241373 | 1982-1999 –> 2000-2009 | 8.738529 | 3.5474928 | 12418.833 | 360.748296 | 6 | 10 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 813 | 5.1587161 | 4988.952 | 163.468109 | 15.852121 | 1982-1999 –> 2000-2009 | 8.790570 | 3.6318542 | 12473.497 | 322.660506 | 5 | 12 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 813 | 5.2979254 | 5032.249 | 305.741120 | 18.813699 | 1982-1999 –> 2000-2009 | 8.884746 | 3.5868206 | 12482.381 | 522.494070 | 8 | 13 |
| Atlantic | (27,27.25] | 4 | cstar_tref ~ temp + aou + nitrate + phosphate_star | 813 | 5.2560318 | 5017.340 | 90.094119 | 16.723722 | 1982-1999 –> 2000-2009 | 8.894184 | 3.6381524 | 12504.663 | 168.494955 | 7 | 15 |
| Atlantic | (27,27.25] | 4 | cstar_tref ~ temp + nitrate + phosphate + phosphate_star | 813 | 5.3541842 | 5047.424 | 129.708018 | 16.380572 | 1982-1999 –> 2000-2009 | 9.026057 | 3.6718726 | 12560.192 | 248.869689 | 10 | 19 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 813 | 5.3436068 | 5046.209 | 63.096497 | 13.436295 | 1982-1999 –> 2000-2009 | 9.513467 | 4.1698605 | 12911.741 | 105.516682 | 9 | 21 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 1113 | 4.6607159 | 6598.748 | 795.888272 | 14.383792 | 2000-2009 –> 2010-2019 | 9.574968 | 4.9142523 | 11508.761 | 1372.504539 | 1 | 2 |
| Atlantic | (27,27.25] | 4 | cstar_tref ~ temp + aou + nitrate + phosphate | 1113 | 4.7085196 | 6619.463 | 593.841397 | 14.686830 | 2000-2009 –> 2010-2019 | 9.735769 | 5.0272490 | 11564.440 | 936.236377 | 2 | 4 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 1113 | 4.7228769 | 6628.240 | 128.176223 | 14.730146 | 2000-2009 –> 2010-2019 | 9.784936 | 5.0620594 | 11586.438 | 261.283760 | 3 | 6 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 1113 | 4.7388584 | 6635.760 | 172.143681 | 14.836754 | 2000-2009 –> 2010-2019 | 9.897574 | 5.1587161 | 11624.712 | 335.611790 | 4 | 8 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 1113 | 4.7859383 | 6657.766 | 209.068699 | 15.137954 | 2000-2009 –> 2010-2019 | 9.976974 | 5.1910360 | 11656.873 | 422.710900 | 6 | 11 |
| Atlantic | (27,27.25] | 4 | cstar_tref ~ temp + aou + nitrate + phosphate_star | 1113 | 4.7981373 | 6661.432 | 99.817733 | 15.225264 | 2000-2009 –> 2010-2019 | 10.054169 | 5.2560318 | 11678.772 | 189.911852 | 8 | 14 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 1113 | 4.8063330 | 6667.231 | 305.532623 | 15.275172 | 2000-2009 –> 2010-2019 | 10.104258 | 5.2979254 | 11699.480 | 611.273743 | 9 | 16 |
| Atlantic | (27,27.25] | 4 | cstar_tref ~ temp + nitrate + phosphate + phosphate_star | 1113 | 4.8151536 | 6669.313 | 147.347845 | 15.335524 | 2000-2009 –> 2010-2019 | 10.169338 | 5.3541842 | 11716.737 | 277.055862 | 10 | 19 |
| Atlantic | (27,27.25] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 1113 | 4.8412691 | 6683.353 | 29.466957 | 15.365712 | 2000-2009 –> 2010-2019 | 10.184876 | 5.3436068 | 11729.562 | 92.563454 | 13 | 21 |
| Atlantic | (27,27.25] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 1113 | 4.8697236 | 6694.398 | 12.810226 | 15.354013 | 2000-2009 –> 2010-2019 | 10.256256 | 5.3865327 | 11751.616 | 75.570697 | 20 | 30 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 1634 | 4.2422601 | 9373.665 | 107.382624 | 12.156606 | 1982-1999 –> 2000-2009 | 7.247382 | 3.0051216 | 23505.579 | 197.000114 | 1 | 4 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 1634 | 4.2867323 | 9407.746 | 186.206932 | 12.053814 | 1982-1999 –> 2000-2009 | 7.264628 | 2.9778958 | 23488.657 | 439.600799 | 3 | 5 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 1634 | 4.3420176 | 9449.623 | 102.677167 | 17.230693 | 1982-1999 –> 2000-2009 | 7.393313 | 3.0512951 | 23666.987 | 151.464145 | 5 | 10 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 1634 | 4.2699380 | 9394.918 | 63.502460 | 12.108251 | 1982-1999 –> 2000-2009 | 7.434902 | 3.1649644 | 23817.252 | 100.364220 | 2 | 13 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 1634 | 4.4300463 | 9515.215 | 123.735876 | 12.891639 | 1982-1999 –> 2000-2009 | 7.458210 | 3.0281635 | 23689.934 | 237.901635 | 7 | 11 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 1634 | 4.5238758 | 9583.709 | 217.107376 | 16.316091 | 1982-1999 –> 2000-2009 | 7.466000 | 2.9421244 | 23596.896 | 481.217546 | 8 | 9 |
| Atlantic | (27.25,27.5] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 1634 | 4.3195151 | 9430.643 | 58.098402 | 11.997899 | 1982-1999 –> 2000-2009 | 7.485241 | 3.1657263 | 23852.326 | 76.035643 | 4 | 17 |
| Atlantic | (27.25,27.5] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 1634 | 4.4042177 | 9494.106 | 102.528878 | 23.457718 | 1982-1999 –> 2000-2009 | 7.553397 | 3.1491792 | 23886.420 | 119.773264 | 6 | 15 |
| Atlantic | (27.25,27.5] | 4 | cstar_tref ~ sal + aou + nitrate + silicate | 1634 | 4.5426372 | 9595.234 | 53.757677 | 15.809905 | 1982-1999 –> 2000-2009 | 7.708177 | 3.1655393 | 24016.587 | 66.981256 | 9 | 21 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 1634 | 4.7747363 | 9760.082 | 168.234531 | 14.257225 | 1982-1999 –> 2000-2009 | 7.923429 | 3.1486925 | 24153.531 | 524.725615 | 10 | 18 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 2410 | 4.3831746 | 13976.151 | 83.178228 | 15.476522 | 2000-2009 –> 2010-2019 | 8.625435 | 4.2422601 | 23349.816 | 190.560852 | 3 | 4 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 2410 | 4.4162129 | 14012.345 | 23.927778 | 13.358552 | 2000-2009 –> 2010-2019 | 8.686151 | 4.2699380 | 23407.263 | 87.430239 | 16 | 18 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 2410 | 4.4085071 | 14003.928 | 246.596135 | 14.161172 | 2000-2009 –> 2010-2019 | 8.695239 | 4.2867323 | 23411.674 | 432.803067 | 10 | 13 |
| Atlantic | (27.25,27.5] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 2410 | 4.4162155 | 14010.348 | 10.049320 | 13.353739 | 2000-2009 –> 2010-2019 | 8.735731 | 4.3195151 | 23440.991 | 68.147722 | 17 | 21 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 2410 | 4.3937446 | 13987.760 | 47.255785 | 14.385754 | 2000-2009 –> 2010-2019 | 8.735762 | 4.3420176 | 23437.384 | 149.932952 | 4 | 9 |
| Atlantic | (27.25,27.5] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 2410 | 4.4124342 | 14006.219 | 8.422782 | 13.442863 | 2000-2009 –> 2010-2019 | 8.816652 | 4.4042177 | 23500.325 | 110.951660 | 14 | 20 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 2410 | 4.4087749 | 14004.221 | 99.206293 | 16.125596 | 2000-2009 –> 2010-2019 | 8.838821 | 4.4300463 | 23519.436 | 222.942169 | 11 | 18 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 2410 | 4.4012583 | 13995.996 | 414.544846 | 14.460899 | 2000-2009 –> 2010-2019 | 8.925134 | 4.5238758 | 23579.705 | 631.652222 | 7 | 15 |
| Atlantic | (27.25,27.5] | 4 | cstar_tref ~ sal + aou + nitrate + silicate | 2410 | 4.4162955 | 14010.436 | 9.409679 | 13.331814 | 2000-2009 –> 2010-2019 | 8.958933 | 4.5426372 | 23605.670 | 63.167356 | 18 | 27 |
| Atlantic | (27.25,27.5] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 2410 | 4.3986667 | 13993.157 | 49.533521 | 14.719495 | 2000-2009 –> 2010-2019 | 9.227224 | 4.8285576 | 23789.870 | 159.384477 | 6 | 19 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 3091 | 5.4248899 | 19239.625 | 20.347496 | 31.484499 | 1982-1999 –> 2000-2009 | 8.906333 | 3.4814430 | 38030.311 | 44.063923 | 1 | 5 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 3091 | 5.5086457 | 19334.341 | 41.811413 | 34.639066 | 1982-1999 –> 2000-2009 | 8.921120 | 3.4124744 | 37984.122 | 92.595898 | 5 | 6 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 3091 | 5.4314477 | 19247.094 | 48.048860 | 32.311854 | 1982-1999 –> 2000-2009 | 9.056340 | 3.6248920 | 38322.119 | 95.317913 | 2 | 12 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 3091 | 5.4477012 | 19265.566 | 74.579089 | 32.019426 | 1982-1999 –> 2000-2009 | 9.062874 | 3.6151724 | 38321.683 | 202.655937 | 3 | 11 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 3091 | 5.6076883 | 19444.503 | 81.022476 | 34.242359 | 1982-1999 –> 2000-2009 | 9.109564 | 3.5018761 | 38276.398 | 354.308952 | 7 | 12 |
| Atlantic | (27.5,27.75] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 3091 | 5.4728786 | 19292.071 | 15.772002 | 31.136764 | 1982-1999 –> 2000-2009 | 9.117848 | 3.6449693 | 38403.992 | 30.753108 | 4 | 18 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 3091 | 5.5421807 | 19371.861 | 49.960942 | 32.112325 | 1982-1999 –> 2000-2009 | 9.191927 | 3.6497465 | 38495.006 | 107.397102 | 6 | 24 |
| Atlantic | (27.5,27.75] | 4 | cstar_tref ~ sal + aou + nitrate + silicate | 3091 | 5.6163190 | 19452.010 | 17.238801 | 33.732898 | 1982-1999 –> 2000-2009 | 9.212238 | 3.5959187 | 38468.523 | 28.902533 | 8 | 15 |
| Atlantic | (27.5,27.75] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 3091 | 5.7184628 | 19563.432 | 37.031346 | 37.032362 | 1982-1999 –> 2000-2009 | 9.360618 | 3.6421555 | 38669.915 | 50.508777 | 19 | 32 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 3091 | 5.6257844 | 19464.420 | 48.092944 | 38.240903 | 1982-1999 –> 2000-2009 | 9.395221 | 3.7694363 | 38814.794 | 148.673173 | 9 | 31 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 3609 | 5.0581495 | 21956.281 | 34.683520 | 43.035913 | 2000-2009 –> 2010-2019 | 10.566795 | 5.5086457 | 41290.622 | 76.494933 | 1 | 7 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 3609 | 5.2949444 | 22286.518 | 242.787758 | 44.952891 | 2000-2009 –> 2010-2019 | 10.902633 | 5.6076883 | 41731.020 | 323.810235 | 9 | 18 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 3609 | 5.5192415 | 22585.978 | 17.087774 | 28.028948 | 2000-2009 –> 2010-2019 | 10.944131 | 5.4248899 | 41825.603 | 37.435270 | 14 | 16 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 3609 | 5.6224838 | 22719.750 | 786.307288 | 30.628486 | 2000-2009 –> 2010-2019 | 10.987244 | 5.3647598 | 41890.470 | 1045.601085 | 16 | 17 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 3609 | 5.6248349 | 22722.767 | 34.066797 | 33.150022 | 2000-2009 –> 2010-2019 | 11.056283 | 5.4314477 | 41969.861 | 82.115657 | 17 | 20 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 3609 | 5.6464917 | 22750.505 | 126.127395 | 31.886137 | 2000-2009 –> 2010-2019 | 11.094193 | 5.4477012 | 42016.070 | 200.706483 | 19 | 23 |
| Atlantic | (27.5,27.75] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 3609 | 5.6663807 | 22773.885 | 9.051959 | 29.464934 | 2000-2009 –> 2010-2019 | 11.139259 | 5.4728786 | 42065.955 | 24.823962 | 25 | 30 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 3609 | 5.0654129 | 21966.639 | 37.111145 | 44.233407 | 2000-2009 –> 2010-2019 | 11.140702 | 6.0752886 | 41906.264 | 86.236862 | 2 | 27 |
| Atlantic | (27.5,27.75] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 3609 | 5.6550386 | 22761.422 | 44.552514 | 33.156363 | 2000-2009 –> 2010-2019 | 11.197219 | 5.5421807 | 42133.283 | 94.513455 | 21 | 28 |
| Atlantic | (27.5,27.75] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 3609 | 5.6298136 | 22727.153 | 9.622190 | 31.896141 | 2000-2009 –> 2010-2019 | 11.348276 | 5.7184628 | 42290.585 | 46.653535 | 18 | 40 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 1443 | 3.6720424 | 7863.015 | 128.928120 | 34.169747 | 1982-1999 –> 2000-2009 | 7.028463 | 3.3564207 | 14209.607 | 900.800255 | 1 | 2 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 1443 | 3.7348574 | 7911.967 | 66.516278 | 34.814391 | 1982-1999 –> 2000-2009 | 7.134022 | 3.3991649 | 14289.030 | 117.764302 | 2 | 6 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 1443 | 3.7710458 | 7939.796 | 72.372279 | 35.523348 | 1982-1999 –> 2000-2009 | 7.250446 | 3.4794007 | 14373.039 | 142.861653 | 3 | 11 |
| Atlantic | (27.75,27.85] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 1443 | 3.7710587 | 7937.805 | 53.342188 | 35.516936 | 1982-1999 –> 2000-2009 | 7.253440 | 3.4823816 | 14371.111 | 65.010268 | 4 | 13 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 1443 | 3.8679677 | 8013.033 | 65.527259 | 34.920931 | 1982-1999 –> 2000-2009 | 7.259919 | 3.3919517 | 14384.982 | 210.569336 | 6 | 9 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 1443 | 3.9436515 | 8068.958 | 61.535299 | 35.714160 | 1982-1999 –> 2000-2009 | 7.372759 | 3.4291079 | 14467.140 | 125.816709 | 12 | 18 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star | 1443 | 3.8631280 | 8009.420 | 147.337344 | 39.448212 | 1982-1999 –> 2000-2009 | 7.440194 | 3.5770659 | 14509.323 | 921.851018 | 5 | 17 |
| Atlantic | (27.75,27.85] | 4 | cstar_tref ~ aou + nitrate + phosphate + phosphate_star | 1443 | 3.8702038 | 8012.701 | 117.089010 | 39.281611 | 1982-1999 –> 2000-2009 | 7.453434 | 3.5832298 | 14514.750 | 888.663473 | 7 | 23 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 1443 | 3.8864432 | 8026.785 | 71.132765 | 39.410928 | 1982-1999 –> 2000-2009 | 7.471875 | 3.5854318 | 14532.314 | 153.996458 | 8 | 25 |
| Atlantic | (27.75,27.85] | 4 | cstar_tref ~ temp + aou + nitrate + phosphate_star | 1443 | 3.8922244 | 8029.075 | 66.222268 | 39.287410 | 1982-1999 –> 2000-2009 | 7.477948 | 3.5857234 | 14532.799 | 114.449606 | 9 | 27 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 1517 | 5.4088256 | 9440.549 | 457.480793 | 23.313746 | 2000-2009 –> 2010-2019 | 9.080868 | 3.6720424 | 17303.564 | 586.408912 | 3 | 4 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 1517 | 5.3237496 | 9392.447 | 53.329711 | 20.565764 | 2000-2009 –> 2010-2019 | 9.094795 | 3.7710458 | 17332.243 | 125.701989 | 1 | 4 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 1517 | 5.4569154 | 9467.405 | 44.750705 | 23.227611 | 2000-2009 –> 2010-2019 | 9.191773 | 3.7348574 | 17379.371 | 111.266983 | 5 | 7 |
| Atlantic | (27.75,27.85] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 1517 | 5.4809368 | 9478.731 | 18.498673 | 23.077617 | 2000-2009 –> 2010-2019 | 9.251995 | 3.7710587 | 17416.536 | 71.840860 | 7 | 11 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 1517 | 5.4821741 | 9481.416 | 119.464333 | 23.115065 | 2000-2009 –> 2010-2019 | 9.350142 | 3.8679677 | 17494.449 | 184.991591 | 8 | 14 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 1517 | 5.3299353 | 9395.970 | 33.564796 | 21.458992 | 2000-2009 –> 2010-2019 | 9.413354 | 4.0834188 | 17565.440 | 109.273049 | 2 | 19 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 1517 | 5.4970999 | 9489.665 | 53.623498 | 22.960537 | 2000-2009 –> 2010-2019 | 9.440751 | 3.9436515 | 17558.623 | 115.158798 | 9 | 21 |
| Atlantic | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 1517 | 5.4710481 | 9475.252 | 34.276953 | 21.571082 | 2000-2009 –> 2010-2019 | 9.642478 | 4.1714297 | 17706.264 | 61.768741 | 6 | 25 |
| Atlantic | (27.75,27.85] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 1517 | 5.5115171 | 9495.612 | 15.236693 | 22.796461 | 2000-2009 –> 2010-2019 | 9.703974 | 4.1924564 | 17739.134 | 30.379883 | 11 | 31 |
| Atlantic | (27.75,27.85] | 4 | cstar_tref ~ temp + nitrate + silicate + phosphate | 1517 | 5.5019325 | 9490.331 | 17.114782 | 22.812556 | 2000-2009 –> 2010-2019 | 9.709835 | 4.2079029 | 17744.467 | 77.186946 | 10 | 31 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star | 2938 | 3.4653574 | 15654.468 | 146.150996 | 17.296877 | 1982-1999 –> 2000-2009 | 7.411650 | 3.9462923 | 29828.047 | 507.788592 | 1 | 8 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 2938 | 3.5454874 | 15788.793 | 111.461154 | 17.824746 | 1982-1999 –> 2000-2009 | 7.477778 | 3.9322908 | 29944.344 | 241.741257 | 2 | 7 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 2938 | 3.5885815 | 15859.783 | 143.113204 | 17.455978 | 1982-1999 –> 2000-2009 | 7.530904 | 3.9423230 | 30028.257 | 187.549845 | 3 | 9 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 2938 | 3.6996562 | 16038.900 | 73.102885 | 17.722726 | 1982-1999 –> 2000-2009 | 7.658166 | 3.9585102 | 30228.158 | 106.301921 | 6 | 14 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 2938 | 3.8235776 | 16232.495 | 137.611808 | 15.242928 | 1982-1999 –> 2000-2009 | 7.733468 | 3.9098902 | 30359.070 | 460.870933 | 9 | 13 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 2938 | 3.8846210 | 16325.564 | 92.236128 | 14.921619 | 1982-1999 –> 2000-2009 | 7.759290 | 3.8746689 | 30406.243 | 217.647982 | 13 | 14 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 2938 | 3.8841673 | 16324.878 | 123.654933 | 15.112212 | 1982-1999 –> 2000-2009 | 7.761335 | 3.8771679 | 30408.827 | 168.473244 | 12 | 14 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 2938 | 3.6205997 | 15911.978 | 55.480441 | 16.231219 | 1982-1999 –> 2000-2009 | 7.829621 | 4.2090216 | 30412.466 | 93.731907 | 4 | 21 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 2938 | 3.9533760 | 16428.656 | 94.875619 | 14.988944 | 1982-1999 –> 2000-2009 | 7.841071 | 3.8876946 | 30526.356 | 138.309499 | 21 | 24 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 2938 | 3.7615679 | 16136.418 | 103.380974 | 21.821475 | 1982-1999 –> 2000-2009 | 7.930098 | 4.1685304 | 30587.877 | 246.861486 | 7 | 20 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 3510 | 5.9418699 | 22484.756 | 325.330156 | 32.981621 | 2000-2009 –> 2010-2019 | 9.765448 | 3.8235776 | 38717.251 | 462.941964 | 4 | 13 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 3510 | 5.8937883 | 22427.719 | 62.057881 | 35.693842 | 2000-2009 –> 2010-2019 | 9.777956 | 3.8841673 | 38752.597 | 185.712814 | 2 | 14 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 3510 | 5.8937152 | 22427.632 | 134.558910 | 35.374980 | 2000-2009 –> 2010-2019 | 9.778336 | 3.8846210 | 38753.196 | 226.795038 | 1 | 14 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 3510 | 6.1666700 | 22745.445 | 37.649165 | 30.208927 | 2000-2009 –> 2010-2019 | 9.787270 | 3.6205997 | 38657.422 | 93.129606 | 10 | 14 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star | 3510 | 6.3300519 | 22929.014 | 337.752326 | 76.555295 | 2000-2009 –> 2010-2019 | 9.795409 | 3.4653574 | 38583.482 | 483.903322 | 16 | 17 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 3510 | 5.9023167 | 22437.870 | 56.522058 | 35.681871 | 2000-2009 –> 2010-2019 | 9.855693 | 3.9533760 | 38866.526 | 151.397676 | 3 | 24 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 3510 | 6.1167121 | 22688.342 | 144.246084 | 57.718359 | 2000-2009 –> 2010-2019 | 9.878280 | 3.7615679 | 38824.760 | 247.627057 | 9 | 16 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 3510 | 6.3495772 | 22950.634 | 124.960102 | 75.729651 | 2000-2009 –> 2010-2019 | 9.895065 | 3.5454874 | 38739.427 | 236.421256 | 18 | 20 |
| Atlantic | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 3510 | 6.3993572 | 23005.455 | 56.595905 | 73.445217 | 2000-2009 –> 2010-2019 | 9.987939 | 3.5885815 | 38865.238 | 199.709110 | 19 | 22 |
| Atlantic | (27.85,27.95] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 3510 | 6.2173655 | 22800.919 | 37.522219 | 29.607531 | 2000-2009 –> 2010-2019 | 10.102311 | 3.8849451 | 39124.974 | 81.791808 | 13 | 27 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 1799 | 2.8392454 | 8873.992 | 431.834676 | 38.707595 | 1982-1999 –> 2000-2009 | 5.932959 | 3.0937140 | 18811.114 | 692.081671 | 3 | 4 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 1799 | 2.8436613 | 8879.583 | 110.296881 | 38.201124 | 1982-1999 –> 2000-2009 | 5.971711 | 3.1280492 | 18859.685 | 156.514753 | 4 | 9 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 1799 | 2.8934518 | 8942.037 | 89.690138 | 38.077107 | 1982-1999 –> 2000-2009 | 6.029281 | 3.1358290 | 18931.811 | 138.471550 | 7 | 13 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 1799 | 2.8994544 | 8949.493 | 98.300724 | 37.837757 | 1982-1999 –> 2000-2009 | 6.036184 | 3.1367297 | 18940.386 | 147.996335 | 9 | 16 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 1799 | 2.9211936 | 8976.369 | 232.325446 | 37.780468 | 1982-1999 –> 2000-2009 | 6.037556 | 3.1163627 | 18941.895 | 429.453060 | 12 | 14 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 1799 | 2.9307876 | 8988.167 | 99.175234 | 37.247744 | 1982-1999 –> 2000-2009 | 6.047378 | 3.1165908 | 18953.978 | 151.855790 | 14 | 17 |
| Atlantic | (27.95,27.98] | 4 | cstar_tref ~ sal + aou + silicate + phosphate | 1799 | 2.9572145 | 9018.464 | 25.954414 | 34.716136 | 1982-1999 –> 2000-2009 | 6.074061 | 3.1168465 | 18982.595 | 63.571355 | 17 | 21 |
| Atlantic | (27.95,27.98] | 4 | cstar_tref ~ sal + aou + nitrate + phosphate | 1799 | 2.8561054 | 8893.294 | 244.642615 | 37.143788 | 1982-1999 –> 2000-2009 | 6.105841 | 3.2497359 | 19020.007 | 496.487699 | 6 | 17 |
| Atlantic | (27.95,27.98] | 4 | cstar_tref ~ sal + temp + nitrate + phosphate_star | 1799 | 2.8495045 | 8884.969 | 47.046196 | 37.165338 | 1982-1999 –> 2000-2009 | 6.140932 | 3.2914280 | 19061.322 | 86.187686 | 5 | 21 |
| Atlantic | (27.95,27.98] | 4 | cstar_tref ~ sal + aou + phosphate + phosphate_star | 1799 | 2.9222086 | 8975.619 | 128.011167 | 37.294906 | 1982-1999 –> 2000-2009 | 6.163607 | 3.2413983 | 19092.328 | 324.623553 | 13 | 23 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 2115 | 3.4533246 | 11258.507 | 363.724893 | 23.113798 | 2000-2009 –> 2010-2019 | 6.292570 | 2.8392454 | 20132.499 | 795.559569 | 1 | 4 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 2115 | 3.4622847 | 11269.468 | 51.079254 | 22.941092 | 2000-2009 –> 2010-2019 | 6.305946 | 2.8436613 | 20149.052 | 161.376135 | 7 | 11 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 2115 | 3.4569689 | 11262.969 | 52.743815 | 22.888007 | 2000-2009 –> 2010-2019 | 6.350421 | 2.8934518 | 20205.005 | 142.433953 | 2 | 9 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 2115 | 3.4574719 | 11263.584 | 53.327823 | 22.905188 | 2000-2009 –> 2010-2019 | 6.356926 | 2.8994544 | 20213.077 | 151.628547 | 3 | 12 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 2115 | 3.4603949 | 11267.159 | 233.064819 | 22.553312 | 2000-2009 –> 2010-2019 | 6.381589 | 2.9211936 | 20243.528 | 465.390264 | 4 | 16 |
| Atlantic | (27.95,27.98] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 2115 | 3.4608330 | 11267.694 | 72.787346 | 22.421451 | 2000-2009 –> 2010-2019 | 6.391621 | 2.9307876 | 20255.861 | 171.962580 | 5 | 19 |
| Atlantic | (27.95,27.98] | 4 | cstar_tref ~ sal + aou + silicate + phosphate | 2115 | 3.4614247 | 11266.418 | 57.629146 | 22.035684 | 2000-2009 –> 2010-2019 | 6.418639 | 2.9572145 | 20284.882 | 83.583560 | 6 | 23 |
| Atlantic | (27.95,27.98] | 4 | cstar_tref ~ sal + aou + nitrate + phosphate | 2115 | 3.6577438 | 11499.771 | 362.778542 | 23.717149 | 2000-2009 –> 2010-2019 | 6.513849 | 2.8561054 | 20393.065 | 607.421158 | 11 | 17 |
| Atlantic | (27.95,27.98] | 4 | cstar_tref ~ sal + temp + nitrate + phosphate_star | 2115 | 3.7089315 | 11558.556 | 47.537174 | 25.580433 | 2000-2009 –> 2010-2019 | 6.558436 | 2.8495045 | 20443.525 | 94.583370 | 15 | 20 |
| Atlantic | (27.95,27.98] | 4 | cstar_tref ~ sal + temp + silicate + phosphate_star | 2115 | 3.5362177 | 11356.844 | 48.258457 | 23.775308 | 2000-2009 –> 2010-2019 | 6.566434 | 3.0302163 | 20463.050 | 100.226078 | 8 | 32 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 1532 | 3.5901597 | 8278.022 | 187.180130 | 28.089862 | 1982-1999 –> 2000-2009 | 6.316371 | 2.7262113 | 17582.244 | 300.031143 | 3 | 5 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 1532 | 3.5913845 | 8279.067 | 259.467631 | 28.413652 | 1982-1999 –> 2000-2009 | 6.317683 | 2.7262982 | 17583.412 | 393.141170 | 4 | 7 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 1532 | 3.5929777 | 8280.426 | 228.048041 | 28.232010 | 1982-1999 –> 2000-2009 | 6.318632 | 2.7256541 | 17583.864 | 355.164193 | 5 | 6 |
| Atlantic | (27.98,28.02] | 4 | cstar_tref ~ sal + temp + silicate + phosphate_star | 1532 | 3.6203226 | 8301.657 | 104.091928 | 24.618198 | 1982-1999 –> 2000-2009 | 6.347661 | 2.7273381 | 17605.464 | 180.003486 | 9 | 13 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 1532 | 3.5899371 | 8277.832 | 391.907548 | 28.880199 | 1982-1999 –> 2000-2009 | 6.359772 | 2.7698345 | 17642.950 | 657.810876 | 2 | 10 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 1532 | 3.5894767 | 8277.439 | 267.195304 | 28.728514 | 1982-1999 –> 2000-2009 | 6.387808 | 2.7983315 | 17681.821 | 411.289830 | 1 | 11 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 1532 | 3.5931571 | 8280.579 | 776.793901 | 30.294957 | 1982-1999 –> 2000-2009 | 6.399713 | 2.8065560 | 17696.219 | 1278.517903 | 6 | 18 |
| Atlantic | (27.98,28.02] | 4 | cstar_tref ~ sal + temp + nitrate + phosphate_star | 1532 | 3.6904488 | 8360.440 | 85.292182 | 35.996527 | 1982-1999 –> 2000-2009 | 6.432858 | 2.7424088 | 17685.385 | 148.289765 | 19 | 25 |
| Atlantic | (27.98,28.02] | 4 | cstar_tref ~ sal + temp + phosphate + phosphate_star | 1532 | 3.7049086 | 8372.422 | 85.616781 | 37.575876 | 1982-1999 –> 2000-2009 | 6.448740 | 2.7438310 | 17699.356 | 149.502632 | 20 | 27 |
| Atlantic | (27.98,28.02] | 4 | cstar_tref ~ sal + aou + phosphate + phosphate_star | 1532 | 3.6834788 | 8354.647 | 205.728046 | 36.979933 | 1982-1999 –> 2000-2009 | 6.458738 | 2.7752588 | 17725.270 | 385.523511 | 18 | 27 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 1696 | 3.3963888 | 8974.481 | 124.646147 | 16.236738 | 2000-2009 –> 2010-2019 | 6.986548 | 3.5901597 | 17252.503 | 311.826277 | 1 | 4 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 1696 | 3.3992218 | 8977.309 | 151.556983 | 16.272823 | 2000-2009 –> 2010-2019 | 6.990606 | 3.5913845 | 17256.377 | 411.024615 | 3 | 7 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 1696 | 3.3989343 | 8977.022 | 143.116673 | 16.258774 | 2000-2009 –> 2010-2019 | 6.991912 | 3.5929777 | 17257.449 | 371.164714 | 2 | 7 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 1696 | 3.4099913 | 8988.039 | 163.107414 | 15.949528 | 2000-2009 –> 2010-2019 | 6.999468 | 3.5894767 | 17265.478 | 430.302718 | 4 | 5 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 1696 | 3.4190611 | 8997.049 | 273.975120 | 16.026910 | 2000-2009 –> 2010-2019 | 7.008998 | 3.5899371 | 17274.881 | 665.882668 | 5 | 7 |
| Atlantic | (27.98,28.02] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 1696 | 3.4323262 | 9010.184 | 457.776910 | 16.645754 | 2000-2009 –> 2010-2019 | 7.025483 | 3.5931571 | 17290.763 | 1234.570811 | 7 | 13 |
| Atlantic | (27.98,28.02] | 4 | cstar_tref ~ sal + temp + silicate + phosphate_star | 1696 | 3.4236535 | 8999.602 | 85.907721 | 16.767226 | 2000-2009 –> 2010-2019 | 7.043976 | 3.6203226 | 17301.259 | 189.999649 | 6 | 15 |
| Atlantic | (27.98,28.02] | 4 | cstar_tref ~ sal + aou + silicate + phosphate | 1696 | 3.5264597 | 9099.958 | 63.767233 | 19.644012 | 2000-2009 –> 2010-2019 | 7.119676 | 3.5932162 | 17378.588 | 104.827864 | 17 | 24 |
| Atlantic | (27.98,28.02] | 4 | cstar_tref ~ sal + aou + nitrate + phosphate | 1696 | 3.4747534 | 9049.855 | 316.128017 | 17.733447 | 2000-2009 –> 2010-2019 | 7.131101 | 3.6563474 | 17381.851 | 661.193523 | 10 | 21 |
| Atlantic | (27.98,28.02] | 4 | cstar_tref ~ sal + temp + aou + phosphate | 1696 | 3.4563695 | 9031.862 | 91.040241 | 17.135045 | 2000-2009 –> 2010-2019 | 7.133031 | 3.6766617 | 17380.833 | 180.232693 | 9 | 25 |
| Atlantic | (28.02,28.05] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 535 | 3.5414140 | 2885.307 | 490.901842 | 13.060420 | 1982-1999 –> 2000-2009 | 6.149951 | 2.6085370 | 5980.843 | 864.132825 | 1 | 16 |
| Atlantic | (28.02,28.05] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 535 | 3.5549270 | 2889.382 | 417.208350 | 13.192123 | 1982-1999 –> 2000-2009 | 6.159010 | 2.6040828 | 5982.703 | 669.223838 | 3 | 17 |
| Atlantic | (28.02,28.05] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 535 | 3.5883765 | 2899.403 | 395.465563 | 13.486249 | 1982-1999 –> 2000-2009 | 6.170966 | 2.5825892 | 5981.982 | 638.267297 | 10 | 14 |
| Atlantic | (28.02,28.05] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 535 | 3.5877582 | 2899.219 | 350.725919 | 13.601121 | 1982-1999 –> 2000-2009 | 6.172038 | 2.5842800 | 5982.646 | 573.407886 | 8 | 13 |
| Atlantic | (28.02,28.05] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 535 | 3.5529698 | 2888.793 | 956.173112 | 13.387151 | 1982-1999 –> 2000-2009 | 6.173292 | 2.6203223 | 5990.171 | 1600.554032 | 2 | 22 |
| Atlantic | (28.02,28.05] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 535 | 3.5871605 | 2899.040 | 289.602987 | 13.641996 | 1982-1999 –> 2000-2009 | 6.181416 | 2.5942553 | 5987.461 | 474.887089 | 6 | 16 |
| Atlantic | (28.02,28.05] | 4 | cstar_tref ~ temp + silicate + phosphate + phosphate_star | 535 | 3.5888699 | 2897.550 | 133.543971 | 13.568895 | 1982-1999 –> 2000-2009 | 6.189571 | 2.6007010 | 5987.187 | 204.437806 | 12 | 23 |
| Atlantic | (28.02,28.05] | 4 | cstar_tref ~ temp + aou + silicate + phosphate_star | 535 | 3.5878461 | 2897.245 | 55.322313 | 13.630211 | 1982-1999 –> 2000-2009 | 6.196773 | 2.6089271 | 5990.974 | 91.757937 | 9 | 25 |
| Atlantic | (28.02,28.05] | 4 | cstar_tref ~ sal + aou + phosphate + phosphate_star | 535 | 3.5939729 | 2899.071 | 287.394795 | 14.110882 | 1982-1999 –> 2000-2009 | 6.207562 | 2.6135891 | 5995.114 | 557.685182 | 14 | 33 |
| Atlantic | (28.02,28.05] | 4 | cstar_tref ~ aou + nitrate + phosphate + phosphate_star | 535 | 3.6194839 | 2906.639 | 613.580555 | 13.883043 | 1982-1999 –> 2000-2009 | 6.209823 | 2.5903393 | 5991.102 | 1018.449703 | 17 | 24 |
| Atlantic | (28.02,28.05] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 752 | 3.3067315 | 3946.808 | 728.803478 | 11.177199 | 2000-2009 –> 2010-2019 | 6.859701 | 3.5529698 | 6835.601 | 1684.976590 | 1 | 3 |
| Atlantic | (28.02,28.05] | 4 | cstar_tref ~ sal + aou + nitrate + phosphate | 752 | 3.3166194 | 3949.298 | 361.522047 | 11.534330 | 2000-2009 –> 2010-2019 | 6.928687 | 3.6120681 | 6853.743 | 773.031537 | 2 | 18 |
| Atlantic | (28.02,28.05] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 752 | 3.4071184 | 3991.787 | 384.149024 | 11.838630 | 2000-2009 –> 2010-2019 | 6.948532 | 3.5414140 | 6877.095 | 875.050866 | 3 | 4 |
| Atlantic | (28.02,28.05] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 752 | 3.4333439 | 4003.320 | 297.216924 | 12.162968 | 2000-2009 –> 2010-2019 | 6.988271 | 3.5549270 | 6892.702 | 714.425275 | 5 | 8 |
| Atlantic | (28.02,28.05] | 4 | cstar_tref ~ sal + aou + phosphate + phosphate_star | 752 | 3.4157454 | 3993.591 | 250.424561 | 11.603615 | 2000-2009 –> 2010-2019 | 7.009718 | 3.5939729 | 6892.661 | 537.819356 | 4 | 18 |
| Atlantic | (28.02,28.05] | 4 | cstar_tref ~ aou + silicate + phosphate + phosphate_star | 752 | 3.4538440 | 4010.273 | 145.411514 | 10.741575 | 2000-2009 –> 2010-2019 | 7.011284 | 3.5574398 | 6898.411 | 278.498945 | 7 | 11 |
| Atlantic | (28.02,28.05] | 4 | cstar_tref ~ temp + aou + silicate + phosphate | 752 | 3.4572848 | 4011.771 | 40.507010 | 11.402903 | 2000-2009 –> 2010-2019 | 7.021586 | 3.5643011 | 6901.971 | 79.045351 | 9 | 14 |
| Atlantic | (28.02,28.05] | 4 | cstar_tref ~ sal + temp + aou + phosphate | 752 | 3.4399595 | 4004.215 | 107.174250 | 11.956876 | 2000-2009 –> 2010-2019 | 7.044529 | 3.6045698 | 6906.436 | 236.883656 | 6 | 21 |
| Atlantic | (28.02,28.05] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 752 | 3.4838877 | 4025.299 | 210.352577 | 12.349337 | 2000-2009 –> 2010-2019 | 7.071048 | 3.5871605 | 6924.340 | 499.955564 | 16 | 22 |
| Atlantic | (28.02,28.05] | 4 | cstar_tref ~ temp + nitrate + silicate + phosphate_star | 752 | 3.4839576 | 4023.330 | 90.536800 | 12.300793 | 2000-2009 –> 2010-2019 | 7.071166 | 3.5872086 | 6920.384 | 216.102147 | 17 | 24 |
| Atlantic | (28.05,28.1] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 855 | 4.1977696 | 4893.471 | 341.113831 | 14.572643 | 1982-1999 –> 2000-2009 | 7.196027 | 2.9982573 | 10419.635 | 696.646995 | 1 | 11 |
| Atlantic | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 855 | 4.2265833 | 4905.169 | 201.556121 | 15.064100 | 1982-1999 –> 2000-2009 | 7.212818 | 2.9862347 | 10422.533 | 411.117609 | 3 | 10 |
| Atlantic | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 855 | 4.2582421 | 4917.929 | 181.063555 | 15.502977 | 1982-1999 –> 2000-2009 | 7.227664 | 2.9694222 | 10422.929 | 374.365788 | 6 | 8 |
| Atlantic | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 855 | 4.2559830 | 4917.022 | 153.138962 | 15.623510 | 1982-1999 –> 2000-2009 | 7.231822 | 2.9758394 | 10426.750 | 310.338703 | 5 | 10 |
| Atlantic | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 855 | 4.2718850 | 4923.399 | 198.275806 | 15.408584 | 1982-1999 –> 2000-2009 | 7.240716 | 2.9688306 | 10427.963 | 406.464955 | 12 | 13 |
| Atlantic | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 855 | 4.2659031 | 4921.003 | 159.082655 | 15.300636 | 1982-1999 –> 2000-2009 | 7.244443 | 2.9785401 | 10432.717 | 343.207078 | 9 | 15 |
| Atlantic | (28.05,28.1] | 4 | cstar_tref ~ aou + silicate + phosphate + phosphate_star | 855 | 4.2654792 | 4918.833 | 131.301547 | 16.515014 | 1982-1999 –> 2000-2009 | 7.298591 | 3.0331119 | 10468.309 | 250.538913 | 8 | 20 |
| Atlantic | (28.05,28.1] | 4 | cstar_tref ~ temp + aou + silicate + phosphate | 855 | 4.3155818 | 4938.802 | 32.027929 | 17.237047 | 1982-1999 –> 2000-2009 | 7.316751 | 3.0011692 | 10465.092 | 66.482089 | 14 | 25 |
| Atlantic | (28.05,28.1] | 4 | cstar_tref ~ temp + aou + silicate + phosphate_star | 855 | 4.4098477 | 4975.752 | 39.764811 | 18.099898 | 1982-1999 –> 2000-2009 | 7.382665 | 2.9728176 | 10481.254 | 77.823023 | 26 | 30 |
| Atlantic | (28.05,28.1] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 855 | 4.3410637 | 4950.869 | 998.504742 | 16.429079 | 1982-1999 –> 2000-2009 | 7.383540 | 3.0424765 | 10509.096 | 1902.935593 | 19 | 33 |
| Atlantic | (28.05,28.1] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 1299 | 4.1216250 | 7379.813 | 462.600868 | 14.484720 | 2000-2009 –> 2010-2019 | 8.319395 | 4.1977696 | 12273.284 | 803.714699 | 4 | 5 |
| Atlantic | (28.05,28.1] | 4 | cstar_tref ~ aou + nitrate + phosphate + phosphate_star | 1299 | 4.0989577 | 7363.486 | 602.405314 | 15.311411 | 2000-2009 –> 2010-2019 | 8.352146 | 4.2531885 | 12277.385 | 1315.303849 | 2 | 6 |
| Atlantic | (28.05,28.1] | 4 | cstar_tref ~ aou + silicate + phosphate + phosphate_star | 1299 | 4.1216288 | 7377.816 | 153.477003 | 14.469832 | 2000-2009 –> 2010-2019 | 8.387108 | 4.2654792 | 12296.649 | 284.778550 | 5 | 13 |
| Atlantic | (28.05,28.1] | 4 | cstar_tref ~ temp + aou + nitrate + phosphate | 1299 | 4.0996840 | 7363.946 | 602.888868 | 15.731992 | 2000-2009 –> 2010-2019 | 8.389164 | 4.2894800 | 12292.374 | 1300.132306 | 3 | 16 |
| Atlantic | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 1299 | 4.1714791 | 7411.050 | 286.751452 | 15.178989 | 2000-2009 –> 2010-2019 | 8.398062 | 4.2265833 | 12316.218 | 488.307574 | 7 | 10 |
| Atlantic | (28.05,28.1] | 4 | cstar_tref ~ sal + aou + nitrate + phosphate | 1299 | 4.0516672 | 7333.338 | 612.572143 | 14.917647 | 2000-2009 –> 2010-2019 | 8.457690 | 4.4060229 | 12307.606 | 1202.976221 | 1 | 25 |
| Atlantic | (28.05,28.1] | 4 | cstar_tref ~ sal + aou + phosphate + phosphate_star | 1299 | 4.2705573 | 7470.034 | 349.654901 | 16.457319 | 2000-2009 –> 2010-2019 | 8.487479 | 4.2169213 | 12369.289 | 633.714170 | 14 | 16 |
| Atlantic | (28.05,28.1] | 4 | cstar_tref ~ temp + aou + silicate + phosphate | 1299 | 4.1724572 | 7409.659 | 40.129235 | 14.871389 | 2000-2009 –> 2010-2019 | 8.488039 | 4.3155818 | 12348.460 | 72.157163 | 8 | 22 |
| Atlantic | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 1299 | 4.2290365 | 7446.651 | 221.935116 | 16.942747 | 2000-2009 –> 2010-2019 | 8.494940 | 4.2659031 | 12367.654 | 381.017771 | 9 | 18 |
| Atlantic | (28.05,28.1] | 4 | cstar_tref ~ temp + nitrate + phosphate + phosphate_star | 1299 | 4.1319235 | 7384.297 | 592.118870 | 16.357104 | 2000-2009 –> 2010-2019 | 8.499230 | 4.3673069 | 12343.472 | 1291.269113 | 6 | 27 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 820 | 5.0911007 | 5010.149 | 644.544081 | 21.921347 | 1982-1999 –> 2000-2009 | 8.566106 | 3.4750053 | 9926.893 | 1167.451705 | 1 | 2 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 820 | 5.2532520 | 5061.569 | 318.076932 | 22.169746 | 1982-1999 –> 2000-2009 | 8.774257 | 3.5210051 | 10002.509 | 535.150462 | 2 | 6 |
| Atlantic | (28.1,28.15] | 4 | cstar_tref ~ sal + aou + phosphate + phosphate_star | 820 | 5.3019413 | 5074.699 | 620.022458 | 20.933247 | 1982-1999 –> 2000-2009 | 8.780263 | 3.4783216 | 9991.198 | 1116.506760 | 5 | 7 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 820 | 5.2782324 | 5069.349 | 246.979034 | 22.722601 | 1982-1999 –> 2000-2009 | 8.792808 | 3.5145756 | 10006.926 | 426.237505 | 3 | 6 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 820 | 5.2986383 | 5075.677 | 282.954464 | 22.793558 | 1982-1999 –> 2000-2009 | 8.865662 | 3.5670241 | 10040.510 | 488.646130 | 4 | 11 |
| Atlantic | (28.1,28.15] | 4 | cstar_tref ~ sal + temp + aou + phosphate | 820 | 5.4748327 | 5127.324 | 227.413877 | 20.059882 | 1982-1999 –> 2000-2009 | 8.996899 | 3.5220668 | 10066.820 | 394.498056 | 11 | 16 |
| Atlantic | (28.1,28.15] | 4 | cstar_tref ~ sal + temp + aou + nitrate | 820 | 5.4730619 | 5126.794 | 188.500985 | 21.275910 | 1982-1999 –> 2000-2009 | 8.999005 | 3.5259428 | 10068.313 | 326.259477 | 10 | 16 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 820 | 5.3585481 | 5094.116 | 263.543221 | 22.148173 | 1982-1999 –> 2000-2009 | 9.009706 | 3.6511576 | 10101.844 | 620.286482 | 6 | 19 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 820 | 5.4031599 | 5107.713 | 302.852335 | 22.621892 | 1982-1999 –> 2000-2009 | 9.035869 | 3.6327089 | 10106.120 | 627.650973 | 8 | 18 |
| Atlantic | (28.1,28.15] | 4 | cstar_tref ~ aou + silicate + phosphate + phosphate_star | 820 | 5.4702696 | 5125.957 | 214.778483 | 17.788204 | 1982-1999 –> 2000-2009 | 9.099173 | 3.6289033 | 10120.436 | 338.951431 | 9 | 18 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 1282 | 4.9735703 | 7765.168 | 637.401587 | 17.328815 | 2000-2009 –> 2010-2019 | 10.064671 | 5.0911007 | 12775.318 | 1281.945668 | 1 | 2 |
| Atlantic | (28.1,28.15] | 4 | cstar_tref ~ sal + aou + phosphate + phosphate_star | 1282 | 4.9761528 | 7764.499 | 570.291583 | 17.391271 | 2000-2009 –> 2010-2019 | 10.278094 | 5.3019413 | 12839.198 | 1190.314041 | 2 | 7 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 1282 | 5.1773443 | 7868.124 | 302.209570 | 18.542809 | 2000-2009 –> 2010-2019 | 10.430596 | 5.2532520 | 12929.692 | 620.286502 | 4 | 6 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 1282 | 5.3309661 | 7943.096 | 257.546387 | 18.606993 | 2000-2009 –> 2010-2019 | 10.609198 | 5.2782324 | 13012.445 | 504.525421 | 10 | 13 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 1282 | 5.3271710 | 7941.270 | 283.516146 | 18.661716 | 2000-2009 –> 2010-2019 | 10.625809 | 5.2986383 | 13016.947 | 566.470611 | 8 | 12 |
| Atlantic | (28.1,28.15] | 4 | cstar_tref ~ aou + silicate + phosphate + phosphate_star | 1282 | 5.1581952 | 7856.623 | 140.077893 | 18.273499 | 2000-2009 –> 2010-2019 | 10.628465 | 5.4702696 | 12982.580 | 354.856376 | 3 | 12 |
| Atlantic | (28.1,28.15] | 4 | cstar_tref ~ sal + temp + aou + phosphate | 1282 | 5.1805339 | 7867.703 | 200.334310 | 18.624441 | 2000-2009 –> 2010-2019 | 10.655366 | 5.4748327 | 12995.027 | 427.748188 | 5 | 16 |
| Atlantic | (28.1,28.15] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 1282 | 5.3431337 | 7948.941 | 288.013015 | 18.544050 | 2000-2009 –> 2010-2019 | 10.701682 | 5.3585481 | 13043.057 | 551.556236 | 12 | 18 |
| Atlantic | (28.1,28.15] | 3 | cstar_tref ~ aou + phosphate + phosphate_star | 1282 | 5.2672556 | 7908.269 | 72.964226 | 19.238565 | 2000-2009 –> 2010-2019 | 10.766894 | 5.4996382 | 13041.007 | 135.172895 | 7 | 19 |
| Atlantic | (28.1,28.15] | 4 | cstar_tref ~ temp + aou + silicate + phosphate | 1282 | 5.2659128 | 7909.615 | 39.953687 | 18.878612 | 2000-2009 –> 2010-2019 | 10.768428 | 5.5025149 | 13045.211 | 89.307230 | 6 | 19 |
| Atlantic | (28.15,28.2] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 602 | 5.0518815 | 3672.594 | 499.741406 | 17.836133 | 1982-1999 –> 2000-2009 | 8.377289 | 3.3254078 | 7040.873 | 797.576066 | 1 | 2 |
| Atlantic | (28.15,28.2] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 602 | 5.1048237 | 3685.146 | 572.060064 | 17.927811 | 1982-1999 –> 2000-2009 | 8.472243 | 3.3674189 | 7069.495 | 936.493469 | 2 | 4 |
| Atlantic | (28.15,28.2] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 602 | 5.1104175 | 3686.464 | 571.606783 | 18.003258 | 1982-1999 –> 2000-2009 | 8.510225 | 3.3998079 | 7083.066 | 881.266733 | 3 | 6 |
| Atlantic | (28.15,28.2] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 602 | 5.1264432 | 3690.234 | 572.264020 | 18.228575 | 1982-1999 –> 2000-2009 | 8.560174 | 3.4337305 | 7099.544 | 879.582803 | 5 | 9 |
| Atlantic | (28.15,28.2] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 602 | 5.1344391 | 3692.111 | 538.613829 | 18.041252 | 1982-1999 –> 2000-2009 | 8.603522 | 3.4690824 | 7114.531 | 913.417284 | 7 | 12 |
| Atlantic | (28.15,28.2] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 602 | 5.1185008 | 3686.367 | 342.688966 | 17.384171 | 1982-1999 –> 2000-2009 | 8.612129 | 3.4936286 | 7115.813 | 584.761218 | 4 | 10 |
| Atlantic | (28.15,28.2] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 602 | 5.1272636 | 3688.427 | 52.586834 | 17.486998 | 1982-1999 –> 2000-2009 | 8.635671 | 3.5084076 | 7123.276 | 116.042371 | 6 | 13 |
| Atlantic | (28.15,28.2] | 4 | cstar_tref ~ temp + silicate + phosphate + phosphate_star | 602 | 5.1573118 | 3695.462 | 189.198228 | 17.608736 | 1982-1999 –> 2000-2009 | 8.702272 | 3.5449602 | 7143.578 | 538.472834 | 8 | 16 |
| Atlantic | (28.15,28.2] | 4 | cstar_tref ~ temp + aou + silicate + phosphate_star | 602 | 5.1611151 | 3696.350 | 47.739920 | 17.669055 | 1982-1999 –> 2000-2009 | 8.735940 | 3.5748249 | 7155.204 | 95.447305 | 9 | 20 |
| Atlantic | (28.15,28.2] | 4 | cstar_tref ~ temp + nitrate + silicate + phosphate_star | 602 | 5.1715515 | 3698.782 | 200.721502 | 17.733405 | 1982-1999 –> 2000-2009 | 8.789817 | 3.6182660 | 7173.097 | 555.604801 | 10 | 22 |
| Atlantic | (28.15,28.2] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 1005 | 4.0763381 | 5690.517 | 404.298117 | 22.077768 | 2000-2009 –> 2010-2019 | 9.128220 | 5.0518815 | 9363.110 | 904.039523 | 5 | 6 |
| Atlantic | (28.15,28.2] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 1005 | 4.0740899 | 5689.408 | 457.106627 | 21.878229 | 2000-2009 –> 2010-2019 | 9.178914 | 5.1048237 | 9374.554 | 1029.166691 | 2 | 4 |
| Atlantic | (28.15,28.2] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 1005 | 4.0738383 | 5689.284 | 456.744552 | 21.828986 | 2000-2009 –> 2010-2019 | 9.184256 | 5.1104175 | 9375.748 | 1028.351335 | 1 | 4 |
| Atlantic | (28.15,28.2] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 1005 | 4.0742391 | 5689.481 | 457.354170 | 21.677157 | 2000-2009 –> 2010-2019 | 9.200682 | 5.1264432 | 9379.715 | 1029.618190 | 3 | 8 |
| Atlantic | (28.15,28.2] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 1005 | 4.0743748 | 5689.548 | 433.294421 | 21.767470 | 2000-2009 –> 2010-2019 | 9.208814 | 5.1344391 | 9381.659 | 971.908250 | 4 | 11 |
| Atlantic | (28.15,28.2] | 4 | cstar_tref ~ temp + silicate + phosphate + phosphate_star | 1005 | 4.1260148 | 5712.864 | 215.416632 | 20.599654 | 2000-2009 –> 2010-2019 | 9.283326 | 5.1573118 | 9408.326 | 404.614860 | 9 | 17 |
| Atlantic | (28.15,28.2] | 4 | cstar_tref ~ temp + aou + silicate + phosphate_star | 1005 | 4.1257578 | 5712.738 | 47.287042 | 20.565496 | 2000-2009 –> 2010-2019 | 9.286873 | 5.1611151 | 9409.088 | 95.026962 | 7 | 16 |
| Atlantic | (28.15,28.2] | 4 | cstar_tref ~ temp + nitrate + silicate + phosphate_star | 1005 | 4.1197052 | 5709.787 | 225.901690 | 20.485189 | 2000-2009 –> 2010-2019 | 9.291257 | 5.1715515 | 9408.569 | 426.623192 | 6 | 16 |
| Atlantic | (28.15,28.2] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 1005 | 4.1733300 | 5735.782 | 56.132699 | 20.732836 | 2000-2009 –> 2010-2019 | 9.300594 | 5.1272636 | 9424.209 | 108.719533 | 13 | 19 |
| Atlantic | (28.15,28.2] | 4 | cstar_tref ~ temp + aou + silicate + phosphate | 1005 | 4.1258428 | 5712.780 | 52.715177 | 20.399551 | 2000-2009 –> 2010-2019 | 9.306616 | 5.1807732 | 9413.707 | 103.341214 | 8 | 19 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 1131 | 2.6918777 | 5463.560 | 107.924294 | 17.028301 | 1982-1999 –> 2000-2009 | 4.755230 | 2.0633524 | 10132.743 | 192.445512 | 1 | 2 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 1131 | 2.7045716 | 5474.201 | 122.297669 | 17.043785 | 1982-1999 –> 2000-2009 | 4.804646 | 2.1000744 | 10181.701 | 178.656061 | 2 | 5 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 1131 | 2.7071024 | 5476.317 | 46.787737 | 17.049259 | 1982-1999 –> 2000-2009 | 4.812086 | 2.1049837 | 10188.888 | 70.174069 | 3 | 8 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 1131 | 2.7116266 | 5480.094 | 38.319643 | 17.085954 | 1982-1999 –> 2000-2009 | 4.817695 | 2.1060681 | 10193.784 | 55.419846 | 4 | 12 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 1131 | 2.7128660 | 5481.128 | 45.463409 | 17.099647 | 1982-1999 –> 2000-2009 | 4.818899 | 2.1060328 | 10194.781 | 69.848433 | 5 | 12 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 1131 | 2.7137220 | 5481.841 | 130.179012 | 17.104257 | 1982-1999 –> 2000-2009 | 4.819521 | 2.1057995 | 10195.254 | 182.102278 | 7 | 13 |
| Atlantic | (28.2, Inf] | 4 | cstar_tref ~ sal + temp + nitrate + silicate | 1131 | 2.7135977 | 5479.738 | 31.348978 | 17.046888 | 1982-1999 –> 2000-2009 | 4.820960 | 2.1073619 | 10192.761 | 38.540404 | 6 | 16 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 1131 | 2.7189437 | 5486.190 | 92.526600 | 17.109017 | 1982-1999 –> 2000-2009 | 4.821244 | 2.1023002 | 10195.990 | 162.062909 | 8 | 12 |
| Atlantic | (28.2, Inf] | 4 | cstar_tref ~ sal + temp + silicate + phosphate | 1131 | 2.7216164 | 5486.412 | 31.226931 | 17.106504 | 1982-1999 –> 2000-2009 | 4.831422 | 2.1098059 | 10201.953 | 38.091347 | 9 | 20 |
| Atlantic | (28.2, Inf] | 4 | cstar_tref ~ sal + aou + nitrate + phosphate_star | 1131 | 2.7460922 | 5506.664 | 97.960799 | 17.560938 | 1982-1999 –> 2000-2009 | 4.844197 | 2.0981052 | 10210.125 | 179.591087 | 15 | 17 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 1656 | 1.9830986 | 6981.120 | 150.994469 | 26.264991 | 2000-2009 –> 2010-2019 | 4.674976 | 2.6918777 | 12444.680 | 258.918764 | 8 | 9 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 1656 | 1.9774778 | 6971.720 | 31.003951 | 25.793493 | 2000-2009 –> 2010-2019 | 4.684580 | 2.7071024 | 12448.036 | 77.791688 | 1 | 4 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 1656 | 1.9807983 | 6977.276 | 59.714095 | 25.845031 | 2000-2009 –> 2010-2019 | 4.685370 | 2.7045716 | 12451.477 | 182.011763 | 2 | 4 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 1656 | 1.9809780 | 6977.577 | 25.092349 | 25.818274 | 2000-2009 –> 2010-2019 | 4.692604 | 2.7116266 | 12457.671 | 63.411992 | 5 | 9 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 1656 | 1.9809276 | 6977.492 | 29.762072 | 25.820481 | 2000-2009 –> 2010-2019 | 4.693794 | 2.7128660 | 12458.620 | 75.225481 | 3 | 8 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 1656 | 1.9809775 | 6977.576 | 58.309178 | 25.818681 | 2000-2009 –> 2010-2019 | 4.694699 | 2.7137220 | 12459.417 | 188.488190 | 4 | 11 |
| Atlantic | (28.2, Inf] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 1656 | 1.9814797 | 6978.415 | 117.432635 | 25.860253 | 2000-2009 –> 2010-2019 | 4.700423 | 2.7189437 | 12464.605 | 209.959235 | 7 | 15 |
| Atlantic | (28.2, Inf] | 4 | cstar_tref ~ sal + temp + nitrate + silicate | 1656 | 1.9878268 | 6987.007 | 13.937722 | 26.221549 | 2000-2009 –> 2010-2019 | 4.701424 | 2.7135977 | 12466.745 | 45.286699 | 10 | 16 |
| Atlantic | (28.2, Inf] | 4 | cstar_tref ~ sal + temp + silicate + phosphate | 1656 | 1.9898622 | 6990.397 | 13.713017 | 26.234376 | 2000-2009 –> 2010-2019 | 4.711479 | 2.7216164 | 12476.809 | 44.939948 | 16 | 25 |
| Atlantic | (28.2, Inf] | 4 | cstar_tref ~ sal + temp + nitrate + phosphate_star | 1656 | 1.9887219 | 6988.498 | 38.005555 | 26.132142 | 2000-2009 –> 2010-2019 | 4.730233 | 2.7415108 | 12491.385 | 137.652213 | 11 | 21 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 4045 | 8.5776847 | 28879.950 | 22.273459 | 28.679243 | 1982-1999 –> 2000-2009 | 17.159925 | 8.5822399 | 45102.683 | 46.043465 | 1 | 2 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 4045 | 8.8181553 | 29103.628 | 56.979814 | 29.745349 | 1982-1999 –> 2000-2009 | 17.798285 | 8.9801300 | 45532.202 | 94.596843 | 2 | 4 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 4045 | 8.8205104 | 29105.788 | 59.714542 | 29.812907 | 1982-1999 –> 2000-2009 | 17.807138 | 8.9866273 | 45537.647 | 95.125061 | 3 | 6 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 4045 | 8.8304091 | 29114.862 | 56.639120 | 30.070821 | 1982-1999 –> 2000-2009 | 17.846557 | 9.0161478 | 45561.616 | 97.444182 | 6 | 10 |
| Indo-Pacific | (-Inf,26] | 4 | cstar_tref ~ sal + temp + aou + nitrate | 4045 | 8.8366983 | 29118.621 | 14.805627 | 29.802734 | 1982-1999 –> 2000-2009 | 17.897708 | 9.0610094 | 45585.920 | 33.769475 | 8 | 13 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star | 4045 | 8.8715034 | 29152.423 | 137.415047 | 30.295874 | 1982-1999 –> 2000-2009 | 17.945127 | 9.0736232 | 45628.040 | 397.112762 | 10 | 16 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 4045 | 8.8213376 | 29106.546 | 25.395251 | 32.007517 | 1982-1999 –> 2000-2009 | 18.166209 | 9.3448714 | 45715.953 | 52.998634 | 4 | 13 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 4045 | 8.8279727 | 29112.629 | 13.182767 | 31.509204 | 1982-1999 –> 2000-2009 | 18.168710 | 9.3407372 | 45720.025 | 22.009302 | 5 | 13 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 4045 | 8.8313036 | 29115.681 | 15.077057 | 31.342313 | 1982-1999 –> 2000-2009 | 18.171486 | 9.3401822 | 45722.807 | 28.655928 | 7 | 14 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 4045 | 8.8477652 | 29130.747 | 142.815966 | 36.762653 | 1982-1999 –> 2000-2009 | 18.425979 | 9.5782136 | 45852.174 | 398.813023 | 9 | 19 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 5087 | 8.9339584 | 36729.912 | 32.641208 | 34.740366 | 2000-2009 –> 2010-2019 | 17.511643 | 8.5776847 | 65609.862 | 54.914667 | 1 | 2 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 5087 | 9.2340653 | 37066.059 | 59.711053 | 33.213253 | 2000-2009 –> 2010-2019 | 18.052221 | 8.8181553 | 66169.687 | 116.690867 | 4 | 6 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 5087 | 9.2341203 | 37066.120 | 60.204508 | 33.238103 | 2000-2009 –> 2010-2019 | 18.054631 | 8.8205104 | 66171.907 | 119.919050 | 5 | 8 |
| Indo-Pacific | (-Inf,26] | 4 | cstar_tref ~ sal + temp + aou + nitrate | 5087 | 9.2342968 | 37064.314 | 27.102688 | 33.226400 | 2000-2009 –> 2010-2019 | 18.070995 | 8.8366983 | 66182.936 | 41.908315 | 6 | 14 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star | 5087 | 9.2056496 | 37034.703 | 152.066411 | 46.337564 | 2000-2009 –> 2010-2019 | 18.077153 | 8.8715034 | 66187.126 | 289.481458 | 3 | 13 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 5087 | 9.2704540 | 37106.073 | 65.280624 | 33.239499 | 2000-2009 –> 2010-2019 | 18.100863 | 8.8304091 | 66220.935 | 121.919744 | 7 | 13 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 5087 | 9.1011073 | 36918.502 | 58.653559 | 36.136346 | 2000-2009 –> 2010-2019 | 18.125868 | 9.0247607 | 66209.489 | 114.669715 | 2 | 16 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 5087 | 9.3173457 | 37157.405 | 159.394428 | 42.214493 | 2000-2009 –> 2010-2019 | 18.165111 | 8.8477652 | 66288.152 | 302.210394 | 8 | 17 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 5087 | 9.3944770 | 37241.282 | 41.794609 | 37.370996 | 2000-2009 –> 2010-2019 | 18.215815 | 8.8213376 | 66347.828 | 67.189861 | 10 | 14 |
| Indo-Pacific | (-Inf,26] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 5087 | 9.4098920 | 37257.962 | 15.318368 | 36.714067 | 2000-2009 –> 2010-2019 | 18.237865 | 8.8279727 | 66370.591 | 28.501135 | 11 | 16 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 2756 | 6.0317840 | 17740.489 | 19.564440 | 30.370670 | 1982-1999 –> 2000-2009 | 10.895501 | 4.8637165 | 32038.018 | 35.516695 | 1 | 2 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 2756 | 6.5104212 | 18161.393 | 84.626930 | 28.177969 | 1982-1999 –> 2000-2009 | 11.839952 | 5.3295304 | 32894.273 | 143.194357 | 2 | 4 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 2756 | 6.5110156 | 18161.896 | 27.510109 | 28.177313 | 1982-1999 –> 2000-2009 | 11.841608 | 5.3305921 | 32895.724 | 42.747351 | 3 | 6 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 2756 | 6.5301109 | 18178.038 | 48.879596 | 27.697636 | 1982-1999 –> 2000-2009 | 11.870162 | 5.3400506 | 32920.305 | 77.087905 | 5 | 9 |
| Indo-Pacific | (26,26.5] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 2756 | 6.5127239 | 18161.342 | 10.010579 | 28.276090 | 1982-1999 –> 2000-2009 | 11.962465 | 5.4497410 | 32998.394 | 15.682593 | 4 | 9 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 2756 | 6.7862480 | 18390.108 | 17.485938 | 23.901740 | 1982-1999 –> 2000-2009 | 12.335789 | 5.5495409 | 33315.540 | 27.738941 | 6 | 12 |
| Indo-Pacific | (26,26.5] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 2756 | 6.7976875 | 18397.392 | 16.643441 | 24.243591 | 1982-1999 –> 2000-2009 | 12.359568 | 5.5618804 | 33331.396 | 22.091947 | 7 | 14 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 2756 | 6.9080774 | 18488.184 | 65.564257 | 22.190206 | 1982-1999 –> 2000-2009 | 12.494357 | 5.5862798 | 33445.024 | 112.106862 | 8 | 16 |
| Indo-Pacific | (26,26.5] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate | 2756 | 6.9091205 | 18487.016 | 54.203482 | 22.009039 | 1982-1999 –> 2000-2009 | 12.495671 | 5.5865504 | 33442.087 | 71.313929 | 9 | 18 |
| Indo-Pacific | (26,26.5] | 4 | cstar_tref ~ sal + aou + nitrate + silicate | 2756 | 7.0347443 | 18586.337 | 9.070428 | 19.755219 | 1982-1999 –> 2000-2009 | 12.627080 | 5.5923357 | 33546.334 | 14.387745 | 11 | 21 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 2613 | 7.0837558 | 17660.858 | 14.524490 | 24.406177 | 2000-2009 –> 2010-2019 | 13.115540 | 6.0317840 | 35401.347 | 34.088930 | 1 | 2 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 2613 | 7.5468325 | 17991.787 | 23.076753 | 21.895605 | 2000-2009 –> 2010-2019 | 14.057848 | 6.5110156 | 36153.683 | 50.586862 | 3 | 6 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 2613 | 7.5511590 | 17994.783 | 75.971187 | 21.788005 | 2000-2009 –> 2010-2019 | 14.061580 | 6.5104212 | 36156.175 | 160.598117 | 4 | 6 |
| Indo-Pacific | (26,26.5] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 2613 | 7.5566770 | 17996.600 | 9.415301 | 21.491671 | 2000-2009 –> 2010-2019 | 14.069401 | 6.5127239 | 36157.942 | 19.425880 | 5 | 9 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 2613 | 7.5988508 | 18027.685 | 47.711680 | 21.606785 | 2000-2009 –> 2010-2019 | 14.128962 | 6.5301109 | 36205.723 | 96.591276 | 7 | 12 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 2613 | 7.5825547 | 18016.466 | 13.868265 | 21.364127 | 2000-2009 –> 2010-2019 | 14.368803 | 6.7862480 | 36406.574 | 31.354204 | 6 | 12 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 2613 | 7.5125320 | 17967.981 | 13.169384 | 22.958365 | 2000-2009 –> 2010-2019 | 14.426088 | 6.9135558 | 36460.534 | 29.911133 | 2 | 12 |
| Indo-Pacific | (26,26.5] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 2613 | 7.6562067 | 18064.983 | 11.400080 | 21.009049 | 2000-2009 –> 2010-2019 | 14.453894 | 6.7976875 | 36462.375 | 28.043521 | 8 | 15 |
| Indo-Pacific | (26,26.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 2613 | 7.7505081 | 18130.958 | 56.629894 | 19.595054 | 2000-2009 –> 2010-2019 | 14.658586 | 6.9080774 | 36619.142 | 122.194151 | 9 | 17 |
| Indo-Pacific | (26,26.5] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate | 2613 | 7.7603273 | 18135.575 | 34.416659 | 19.663263 | 2000-2009 –> 2010-2019 | 14.669448 | 6.9091205 | 36622.591 | 88.620140 | 10 | 19 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 2487 | 5.1809986 | 15254.019 | 39.741915 | 20.274259 | 1982-1999 –> 2000-2009 | 9.486202 | 4.3052034 | 27232.158 | 79.779180 | 1 | 2 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 2487 | 5.1999059 | 15272.138 | 22.287277 | 20.427225 | 1982-1999 –> 2000-2009 | 9.540123 | 4.3402171 | 27283.941 | 43.793409 | 2 | 4 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 2487 | 5.2051933 | 15277.193 | 68.394128 | 20.474535 | 1982-1999 –> 2000-2009 | 9.553042 | 4.3478490 | 27296.297 | 146.615269 | 6 | 9 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 2487 | 5.2033589 | 15275.440 | 51.235006 | 20.037046 | 1982-1999 –> 2000-2009 | 9.560428 | 4.3570690 | 27303.348 | 110.542850 | 3 | 7 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 2487 | 5.2045530 | 15276.581 | 14.450765 | 19.944864 | 1982-1999 –> 2000-2009 | 9.562161 | 4.3576078 | 27305.003 | 28.666088 | 4 | 9 |
| Indo-Pacific | (26.5,26.75] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate | 2487 | 5.2055952 | 15275.577 | 32.363718 | 20.331504 | 1982-1999 –> 2000-2009 | 9.564080 | 4.3584850 | 27302.835 | 50.926804 | 7 | 13 |
| Indo-Pacific | (26.5,26.75] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 2487 | 5.2047881 | 15274.806 | 12.406475 | 20.020139 | 1982-1999 –> 2000-2009 | 9.565555 | 4.3607668 | 27304.239 | 18.715036 | 5 | 12 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 2487 | 5.2208876 | 15292.168 | 20.632887 | 19.408534 | 1982-1999 –> 2000-2009 | 9.597627 | 4.3767397 | 27338.796 | 42.876297 | 8 | 17 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 2487 | 5.2349767 | 15305.573 | 48.115900 | 20.379733 | 1982-1999 –> 2000-2009 | 9.605942 | 4.3709654 | 27346.714 | 94.875363 | 10 | 18 |
| Indo-Pacific | (26.5,26.75] | 4 | cstar_tref ~ sal + aou + nitrate + silicate | 2487 | 5.2352591 | 15303.841 | 8.420424 | 20.316076 | 1982-1999 –> 2000-2009 | 9.612374 | 4.3771145 | 27348.825 | 12.662537 | 11 | 21 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 2625 | 5.7958429 | 16688.417 | 34.873847 | 19.602981 | 2000-2009 –> 2010-2019 | 11.030820 | 5.2349767 | 31993.990 | 82.989747 | 1 | 11 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 2625 | 5.8552823 | 16741.984 | 28.007094 | 18.348068 | 2000-2009 –> 2010-2019 | 11.036281 | 5.1809986 | 31996.004 | 67.749009 | 3 | 4 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 2625 | 5.8548622 | 16741.608 | 8.991292 | 18.168113 | 2000-2009 –> 2010-2019 | 11.059415 | 5.2045530 | 32018.189 | 23.442056 | 2 | 6 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 2625 | 5.8597602 | 16745.998 | 36.590441 | 18.208982 | 2000-2009 –> 2010-2019 | 11.063119 | 5.2033589 | 32021.438 | 87.825447 | 4 | 7 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 2625 | 5.8712744 | 16756.304 | 13.569003 | 18.385845 | 2000-2009 –> 2010-2019 | 11.071180 | 5.1999059 | 32028.442 | 35.856280 | 7 | 9 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 2625 | 5.8691037 | 16754.362 | 48.267717 | 18.396706 | 2000-2009 –> 2010-2019 | 11.074297 | 5.2051933 | 32031.556 | 116.661845 | 5 | 11 |
| Indo-Pacific | (26.5,26.75] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate | 2625 | 5.8691973 | 16752.446 | 23.240646 | 18.350158 | 2000-2009 –> 2010-2019 | 11.074792 | 5.2055952 | 32028.024 | 55.604364 | 6 | 13 |
| Indo-Pacific | (26.5,26.75] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 2625 | 5.8713359 | 16754.359 | 8.345423 | 18.412698 | 2000-2009 –> 2010-2019 | 11.076124 | 5.2047881 | 32029.165 | 20.751898 | 8 | 13 |
| Indo-Pacific | (26.5,26.75] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 2625 | 5.8807807 | 16764.797 | 15.153429 | 18.366681 | 2000-2009 –> 2010-2019 | 11.101668 | 5.2208876 | 32056.965 | 35.786317 | 9 | 17 |
| Indo-Pacific | (26.5,26.75] | 4 | cstar_tref ~ nitrate + silicate + phosphate + phosphate_star | 2625 | 5.8808420 | 16762.852 | 8.216610 | 18.356182 | 2000-2009 –> 2010-2019 | 11.113677 | 5.2328355 | 32064.390 | 20.557853 | 10 | 19 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 3350 | 4.6016807 | 19747.913 | 74.910421 | 18.533015 | 1982-1999 –> 2000-2009 | 9.241787 | 4.6401060 | 34636.624 | 123.633225 | 1 | 3 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 3350 | 4.6523663 | 19821.307 | 32.180138 | 17.143149 | 1982-1999 –> 2000-2009 | 9.292401 | 4.6400343 | 34709.940 | 58.927280 | 8 | 9 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 3350 | 4.6149041 | 19767.138 | 41.943390 | 18.751897 | 1982-1999 –> 2000-2009 | 9.293801 | 4.6788968 | 34697.775 | 64.704299 | 2 | 7 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 3350 | 4.6229288 | 19778.779 | 105.848185 | 18.794276 | 1982-1999 –> 2000-2009 | 9.294424 | 4.6714957 | 34701.443 | 179.288326 | 3 | 7 |
| Indo-Pacific | (26.75,27] | 4 | cstar_tref ~ nitrate + silicate + phosphate + phosphate_star | 3350 | 4.6639352 | 19835.947 | 9.264951 | 16.782023 | 1982-1999 –> 2000-2009 | 9.304057 | 4.6401217 | 34722.675 | 15.437243 | 9 | 12 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 3350 | 4.6308861 | 19790.301 | 65.902722 | 17.942176 | 1982-1999 –> 2000-2009 | 9.315746 | 4.6848598 | 34727.352 | 123.093930 | 4 | 10 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 3350 | 4.6346057 | 19795.681 | 19.739653 | 17.625687 | 1982-1999 –> 2000-2009 | 9.326075 | 4.6914697 | 34739.832 | 35.115667 | 6 | 13 |
| Indo-Pacific | (26.75,27] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate | 3350 | 4.6311065 | 19788.620 | 25.376737 | 17.797699 | 1982-1999 –> 2000-2009 | 9.345686 | 4.7145796 | 34755.517 | 41.446961 | 5 | 17 |
| Indo-Pacific | (26.75,27] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 3350 | 4.6366225 | 19796.596 | 9.451090 | 17.231493 | 1982-1999 –> 2000-2009 | 9.345849 | 4.7092261 | 34757.771 | 15.553380 | 7 | 18 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 3350 | 4.7310333 | 19933.651 | 45.253854 | 18.502522 | 1982-1999 –> 2000-2009 | 9.425119 | 4.6940860 | 34880.609 | 82.001258 | 10 | 18 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 3740 | 4.7545129 | 22289.685 | 57.116827 | 20.082592 | 2000-2009 –> 2010-2019 | 9.356194 | 4.6016807 | 42037.598 | 132.027248 | 1 | 2 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 3740 | 4.7643193 | 22305.097 | 26.740075 | 20.324414 | 2000-2009 –> 2010-2019 | 9.379223 | 4.6149041 | 42072.236 | 68.683465 | 5 | 7 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 3740 | 4.7637667 | 22304.229 | 82.962915 | 20.230485 | 2000-2009 –> 2010-2019 | 9.386696 | 4.6229288 | 42083.008 | 188.811100 | 4 | 7 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 3740 | 4.7646728 | 22305.652 | 49.876475 | 20.411641 | 2000-2009 –> 2010-2019 | 9.395559 | 4.6308861 | 42095.954 | 115.779197 | 7 | 11 |
| Indo-Pacific | (26.75,27] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate | 3740 | 4.7674101 | 22307.948 | 22.988065 | 20.310931 | 2000-2009 –> 2010-2019 | 9.398517 | 4.6311065 | 42096.568 | 48.364802 | 12 | 17 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 3740 | 4.7648049 | 22305.860 | 11.700351 | 20.486566 | 2000-2009 –> 2010-2019 | 9.399411 | 4.6346057 | 42101.540 | 31.440004 | 9 | 15 |
| Indo-Pacific | (26.75,27] | 4 | cstar_tref ~ aou + nitrate + silicate + phosphate_star | 3740 | 4.7664156 | 22306.388 | 7.429724 | 20.422881 | 2000-2009 –> 2010-2019 | 9.403038 | 4.6366225 | 42102.983 | 16.880814 | 11 | 18 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 3740 | 4.7559044 | 22291.874 | 23.164217 | 19.926821 | 2000-2009 –> 2010-2019 | 9.408271 | 4.6523663 | 42113.181 | 55.344355 | 2 | 10 |
| Indo-Pacific | (26.75,27] | 4 | cstar_tref ~ nitrate + silicate + phosphate + phosphate_star | 3740 | 4.7569471 | 22291.514 | 7.240516 | 19.992185 | 2000-2009 –> 2010-2019 | 9.420882 | 4.6639352 | 42127.461 | 16.505467 | 3 | 12 |
| Indo-Pacific | (26.75,27] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 3740 | 4.7645692 | 22305.489 | 32.525037 | 20.499513 | 2000-2009 –> 2010-2019 | 9.495603 | 4.7310333 | 42239.140 | 77.778891 | 6 | 16 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 5484 | 3.5035619 | 29328.378 | 33.593847 | 12.337211 | 1982-1999 –> 2000-2009 | 7.485262 | 3.9817005 | 50347.235 | 62.890744 | 1 | 2 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 5484 | 3.5051728 | 29333.420 | 28.584541 | 12.606150 | 1982-1999 –> 2000-2009 | 7.497903 | 3.9927300 | 50373.023 | 58.607814 | 2 | 4 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 5484 | 3.5055769 | 29334.685 | 24.417697 | 13.189172 | 1982-1999 –> 2000-2009 | 7.507258 | 4.0016812 | 50391.083 | 49.786156 | 3 | 6 |
| Indo-Pacific | (27,27.25] | 4 | cstar_tref ~ sal + nitrate + silicate + phosphate | 5484 | 3.5061462 | 29334.466 | 11.526472 | 13.053058 | 1982-1999 –> 2000-2009 | 7.512229 | 4.0060826 | 50397.109 | 19.175095 | 4 | 8 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 5484 | 3.5246847 | 29394.305 | 12.878384 | 12.987204 | 1982-1999 –> 2000-2009 | 7.571415 | 4.0467299 | 50534.663 | 24.171268 | 5 | 12 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 5484 | 3.5984414 | 29621.451 | 47.263782 | 13.906802 | 1982-1999 –> 2000-2009 | 7.628832 | 4.0303911 | 50731.465 | 79.732432 | 6 | 11 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 5484 | 3.6001170 | 29626.557 | 51.841893 | 14.126619 | 1982-1999 –> 2000-2009 | 7.641196 | 4.0410789 | 50756.433 | 95.572583 | 7 | 13 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 5484 | 3.6103633 | 29657.728 | 20.740452 | 14.091241 | 1982-1999 –> 2000-2009 | 7.672833 | 4.0624694 | 50827.200 | 34.029193 | 9 | 17 |
| Indo-Pacific | (27,27.25] | 4 | cstar_tref ~ temp + nitrate + silicate + phosphate | 5484 | 3.6016812 | 29629.321 | 12.148012 | 14.593080 | 1982-1999 –> 2000-2009 | 7.682842 | 4.0811610 | 50831.221 | 19.775221 | 8 | 17 |
| Indo-Pacific | (27,27.25] | 4 | cstar_tref ~ nitrate + silicate + phosphate + phosphate_star | 5484 | 3.7051377 | 29939.931 | 9.631433 | 20.740511 | 1982-1999 –> 2000-2009 | 8.207498 | 4.5023602 | 51878.483 | 21.111187 | 10 | 21 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 6142 | 3.4143108 | 32528.694 | 21.093145 | 14.018515 | 2000-2009 –> 2010-2019 | 6.917873 | 3.5035619 | 61857.072 | 54.686992 | 3 | 4 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 6142 | 3.4132931 | 32525.032 | 20.217337 | 14.516219 | 2000-2009 –> 2010-2019 | 6.918870 | 3.5055769 | 61859.717 | 44.635034 | 1 | 4 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 6142 | 3.4140593 | 32522.495 | 20.565960 | 14.029525 | 2000-2009 –> 2010-2019 | 6.919232 | 3.5051728 | 61855.916 | 49.150501 | 2 | 4 |
| Indo-Pacific | (27,27.25] | 4 | cstar_tref ~ sal + nitrate + silicate + phosphate | 6142 | 3.4186173 | 32542.178 | 7.106238 | 14.766721 | 2000-2009 –> 2010-2019 | 6.924764 | 3.5061462 | 61876.644 | 18.632710 | 5 | 9 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 6142 | 3.4164132 | 32530.960 | 8.835953 | 14.356226 | 2000-2009 –> 2010-2019 | 6.941098 | 3.5246847 | 61925.266 | 21.714338 | 4 | 9 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 6142 | 3.5516607 | 33013.171 | 26.071835 | 16.049182 | 2000-2009 –> 2010-2019 | 7.150102 | 3.5984414 | 62634.621 | 73.335616 | 6 | 12 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 6142 | 3.5519942 | 33008.951 | 36.803081 | 16.126634 | 2000-2009 –> 2010-2019 | 7.152111 | 3.6001170 | 62635.508 | 88.644975 | 8 | 15 |
| Indo-Pacific | (27,27.25] | 4 | cstar_tref ~ temp + nitrate + silicate + phosphate | 6142 | 3.5519773 | 33012.265 | 7.625932 | 16.252500 | 2000-2009 –> 2010-2019 | 7.153658 | 3.6016812 | 62641.587 | 19.773944 | 7 | 15 |
| Indo-Pacific | (27,27.25] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 6142 | 3.5568010 | 33025.560 | 15.657184 | 16.137605 | 2000-2009 –> 2010-2019 | 7.167164 | 3.6103633 | 62683.289 | 36.397636 | 9 | 18 |
| Indo-Pacific | (27,27.25] | 4 | cstar_tref ~ nitrate + silicate + phosphate + phosphate_star | 6142 | 3.6265870 | 33262.205 | 8.233624 | 19.211119 | 2000-2009 –> 2010-2019 | 7.331725 | 3.7051377 | 63202.137 | 17.865057 | 10 | 20 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 7249 | 3.3726837 | 38211.117 | 26.623047 | 18.685351 | 1982-1999 –> 2000-2009 | 6.683838 | 3.3111547 | 66129.885 | 55.308572 | 1 | 4 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 7249 | 3.3808382 | 38246.128 | 38.760995 | 18.652379 | 1982-1999 –> 2000-2009 | 6.686570 | 3.3057319 | 66147.413 | 88.409377 | 2 | 4 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 7249 | 3.4041305 | 38345.669 | 12.894928 | 18.469407 | 1982-1999 –> 2000-2009 | 6.707217 | 3.3030868 | 66238.417 | 27.122329 | 5 | 6 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 7249 | 3.4141039 | 38388.083 | 11.965595 | 19.135999 | 1982-1999 –> 2000-2009 | 6.732912 | 3.3188084 | 66331.477 | 27.889134 | 10 | 14 |
| Indo-Pacific | (27.25,27.5] | 4 | cstar_tref ~ sal + nitrate + silicate + phosphate | 7249 | 3.4152110 | 38390.784 | 10.976442 | 19.041726 | 1982-1999 –> 2000-2009 | 6.756613 | 3.3414021 | 66404.543 | 25.531555 | 11 | 16 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 7249 | 3.4052521 | 38350.445 | 58.974711 | 20.738686 | 1982-1999 –> 2000-2009 | 6.944013 | 3.5387609 | 66978.285 | 122.218712 | 7 | 14 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 7249 | 3.4065203 | 38355.844 | 25.084022 | 20.707205 | 1982-1999 –> 2000-2009 | 6.944789 | 3.5382684 | 66982.199 | 50.923737 | 8 | 14 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 7249 | 3.4035636 | 38343.255 | 15.356796 | 20.764200 | 1982-1999 –> 2000-2009 | 6.946742 | 3.5431787 | 66984.402 | 28.122508 | 4 | 12 |
| Indo-Pacific | (27.25,27.5] | 4 | cstar_tref ~ temp + nitrate + silicate + phosphate | 7249 | 3.4449628 | 38516.537 | 11.521513 | 20.457604 | 1982-1999 –> 2000-2009 | 6.990269 | 3.5453059 | 67162.086 | 25.726771 | 12 | 21 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 7249 | 3.4072939 | 38359.136 | 25.848918 | 19.433645 | 1982-1999 –> 2000-2009 | 7.014335 | 3.6070411 | 67190.816 | 50.187288 | 9 | 19 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 7464 | 3.3709931 | 39336.530 | 9.611056 | 17.599090 | 2000-2009 –> 2010-2019 | 6.775124 | 3.4041305 | 77682.199 | 22.505984 | 1 | 6 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 7464 | 3.3779544 | 39367.326 | 12.263445 | 17.104388 | 2000-2009 –> 2010-2019 | 6.792058 | 3.4141039 | 77755.409 | 24.229040 | 2 | 12 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 7464 | 3.4114083 | 39514.439 | 35.255953 | 17.986688 | 2000-2009 –> 2010-2019 | 6.792247 | 3.3808382 | 77760.567 | 74.016948 | 3 | 5 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 7464 | 3.4294612 | 39593.229 | 18.228558 | 18.218025 | 2000-2009 –> 2010-2019 | 6.802145 | 3.3726837 | 77804.346 | 44.851604 | 4 | 5 |
| Indo-Pacific | (27.25,27.5] | 4 | cstar_tref ~ sal + nitrate + silicate + phosphate | 7464 | 3.4449285 | 39658.405 | 10.581347 | 18.281218 | 2000-2009 –> 2010-2019 | 6.860139 | 3.4152110 | 78049.189 | 21.557789 | 5 | 16 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 7464 | 3.5006960 | 39900.128 | 9.723241 | 18.145012 | 2000-2009 –> 2010-2019 | 6.903640 | 3.4029441 | 78240.744 | 20.269343 | 6 | 9 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 7464 | 3.5078956 | 39930.798 | 28.411595 | 18.164712 | 2000-2009 –> 2010-2019 | 6.912040 | 3.4041449 | 78276.529 | 62.744736 | 8 | 14 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 7464 | 3.5159158 | 39964.889 | 15.796466 | 18.167019 | 2000-2009 –> 2010-2019 | 6.923210 | 3.4072939 | 78324.025 | 41.645383 | 10 | 19 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 7464 | 3.5648322 | 40171.149 | 11.163849 | 20.871711 | 2000-2009 –> 2010-2019 | 6.968396 | 3.4035636 | 78514.404 | 26.520644 | 12 | 16 |
| Indo-Pacific | (27.25,27.5] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 7464 | 3.5780508 | 40226.400 | 54.149646 | 20.897346 | 2000-2009 –> 2010-2019 | 6.983303 | 3.4052521 | 78576.846 | 113.124357 | 14 | 21 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 7026 | 3.2161375 | 36368.205 | 16.609552 | 13.301342 | 1982-1999 –> 2000-2009 | 5.956134 | 2.7399962 | 57792.273 | 30.929678 | 1 | 2 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 7026 | 3.3896339 | 37106.509 | 15.685299 | 17.207466 | 1982-1999 –> 2000-2009 | 6.174402 | 2.7847684 | 58673.566 | 29.927090 | 6 | 8 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 7026 | 3.3734568 | 37039.285 | 14.940031 | 15.555702 | 1982-1999 –> 2000-2009 | 6.360196 | 2.9867391 | 59224.036 | 28.648139 | 3 | 7 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 7026 | 3.3818432 | 37074.175 | 51.609960 | 15.595079 | 1982-1999 –> 2000-2009 | 6.375786 | 2.9939423 | 59280.176 | 95.428889 | 4 | 9 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 7026 | 3.3890030 | 37103.893 | 44.210265 | 15.680167 | 1982-1999 –> 2000-2009 | 6.385708 | 2.9967047 | 59318.031 | 84.119956 | 5 | 11 |
| Indo-Pacific | (27.5,27.75] | 4 | cstar_tref ~ sal + temp + nitrate + phosphate | 7026 | 3.4213408 | 37235.341 | 4.722188 | 16.049110 | 1982-1999 –> 2000-2009 | 6.438815 | 3.0174743 | 59508.411 | 10.461798 | 11 | 20 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 7026 | 3.5328943 | 37688.199 | 55.260068 | 18.514143 | 1982-1999 –> 2000-2009 | 6.470249 | 2.9373550 | 59725.863 | 100.766798 | 16 | 19 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 7026 | 3.3979886 | 37141.101 | 781.633930 | 16.046040 | 1982-1999 –> 2000-2009 | 6.481418 | 3.0834289 | 59606.922 | 1437.019157 | 7 | 19 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 7026 | 3.4078251 | 37181.720 | 16.454254 | 16.047913 | 1982-1999 –> 2000-2009 | 6.490217 | 3.0823922 | 59644.574 | 31.314098 | 8 | 19 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 7026 | 3.4100270 | 37190.797 | 40.484451 | 16.040651 | 1982-1999 –> 2000-2009 | 6.493615 | 3.0835883 | 59657.073 | 76.027338 | 9 | 22 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 8034 | 3.2383230 | 41694.298 | 16.327807 | 14.954251 | 2000-2009 –> 2010-2019 | 6.454460 | 3.2161375 | 78062.503 | 32.937358 | 2 | 3 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 8034 | 3.1350033 | 41173.287 | 12.321521 | 20.698082 | 2000-2009 –> 2010-2019 | 6.494940 | 3.3599368 | 78156.141 | 25.904642 | 1 | 3 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 8034 | 3.4221253 | 42581.351 | 11.956990 | 16.446268 | 2000-2009 –> 2010-2019 | 6.795582 | 3.3734568 | 79620.635 | 26.897021 | 4 | 7 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 8034 | 3.4270902 | 42604.646 | 38.701377 | 16.440353 | 2000-2009 –> 2010-2019 | 6.808933 | 3.3818432 | 79678.820 | 90.311337 | 5 | 9 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 8034 | 3.4154573 | 42550.012 | 541.206525 | 16.848373 | 2000-2009 –> 2010-2019 | 6.813446 | 3.3979886 | 79691.113 | 1322.840455 | 3 | 10 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 8034 | 3.4487116 | 42705.700 | 38.635493 | 16.618183 | 2000-2009 –> 2010-2019 | 6.837715 | 3.3890030 | 79809.593 | 82.845758 | 9 | 14 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 8034 | 3.4409726 | 42669.602 | 13.747145 | 17.530351 | 2000-2009 –> 2010-2019 | 6.848798 | 3.4078251 | 79851.323 | 30.201399 | 6 | 14 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 8034 | 3.4416274 | 42672.660 | 32.675725 | 17.514222 | 2000-2009 –> 2010-2019 | 6.851655 | 3.4100270 | 79863.457 | 73.160176 | 7 | 16 |
| Indo-Pacific | (27.5,27.75] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 8034 | 3.4609407 | 42762.576 | 51.263549 | 17.900278 | 2000-2009 –> 2010-2019 | 6.880763 | 3.4198220 | 79993.678 | 111.756437 | 11 | 21 |
| Indo-Pacific | (27.5,27.75] | 4 | cstar_tref ~ temp + aou + nitrate + silicate | 8034 | 3.4442657 | 42682.973 | 12.157173 | 17.485732 | 2000-2009 –> 2010-2019 | 6.918584 | 3.4743185 | 80134.234 | 25.455409 | 8 | 20 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 3017 | 1.8021062 | 12129.636 | 13.978560 | 8.809833 | 1982-1999 –> 2000-2009 | 3.467037 | 1.6649310 | 20163.263 | 26.575262 | 1 | 2 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 3017 | 1.9859982 | 12715.933 | 27.114782 | 8.112647 | 1982-1999 –> 2000-2009 | 3.729343 | 1.7433443 | 20940.918 | 54.707119 | 3 | 5 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 3017 | 1.9624601 | 12643.991 | 15.985072 | 9.064689 | 1982-1999 –> 2000-2009 | 3.731262 | 1.7688014 | 20929.253 | 30.985850 | 2 | 7 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 3017 | 1.9880188 | 12722.069 | 154.895817 | 8.096315 | 1982-1999 –> 2000-2009 | 3.735294 | 1.7472753 | 20956.419 | 304.686534 | 4 | 7 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 3017 | 2.0027505 | 12766.618 | 64.240772 | 8.277207 | 1982-1999 –> 2000-2009 | 3.762915 | 1.7601642 | 21031.527 | 127.217043 | 6 | 10 |
| Indo-Pacific | (27.75,27.85] | 4 | cstar_tref ~ sal + temp + aou + nitrate | 3017 | 1.9934487 | 12736.528 | 10.428204 | 8.624839 | 1982-1999 –> 2000-2009 | 3.770459 | 1.7770103 | 21039.043 | 20.482218 | 5 | 11 |
| Indo-Pacific | (27.75,27.85] | 4 | cstar_tref ~ sal + temp + nitrate + phosphate | 3017 | 2.1313892 | 13140.249 | 11.081343 | 9.131147 | 1982-1999 –> 2000-2009 | 4.022943 | 1.8915535 | 21702.498 | 21.446412 | 7 | 14 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 3017 | 2.1329937 | 13146.790 | 791.681926 | 9.680236 | 1982-1999 –> 2000-2009 | 4.106473 | 1.9734792 | 21887.337 | 1401.930970 | 8 | 17 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 3017 | 2.1587903 | 13219.328 | 21.316966 | 9.864113 | 1982-1999 –> 2000-2009 | 4.130581 | 1.9717907 | 21956.316 | 39.877456 | 9 | 17 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 3017 | 2.1778884 | 13272.474 | 56.224289 | 10.011313 | 1982-1999 –> 2000-2009 | 4.166924 | 1.9890359 | 22045.669 | 103.995142 | 12 | 22 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 3666 | 1.7125078 | 14361.972 | 13.965776 | 13.693310 | 2000-2009 –> 2010-2019 | 3.514614 | 1.8021062 | 26491.608 | 27.944336 | 1 | 2 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 3666 | 1.9431429 | 15288.354 | 120.677645 | 13.468682 | 2000-2009 –> 2010-2019 | 3.931162 | 1.9880188 | 28010.423 | 275.573462 | 2 | 6 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 3666 | 1.9469259 | 15302.615 | 21.626459 | 13.520427 | 2000-2009 –> 2010-2019 | 3.932924 | 1.9859982 | 28018.548 | 48.741241 | 3 | 6 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 3666 | 1.9637401 | 15365.664 | 54.051604 | 13.715155 | 2000-2009 –> 2010-2019 | 3.966491 | 2.0027505 | 28132.282 | 118.292376 | 4 | 10 |
| Indo-Pacific | (27.75,27.85] | 4 | cstar_tref ~ sal + temp + aou + nitrate | 3666 | 1.9793869 | 15421.853 | 9.669535 | 13.653508 | 2000-2009 –> 2010-2019 | 3.972836 | 1.9934487 | 28158.380 | 20.097739 | 5 | 10 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 3666 | 2.0995482 | 15855.965 | 17.672129 | 14.378691 | 2000-2009 –> 2010-2019 | 4.062008 | 1.9624601 | 28499.955 | 33.657201 | 10 | 12 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 3666 | 1.9923888 | 15471.856 | 743.736475 | 14.869411 | 2000-2009 –> 2010-2019 | 4.125382 | 2.1329937 | 28618.646 | 1535.418401 | 6 | 14 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 3666 | 2.0278424 | 15601.179 | 88.298752 | 15.466668 | 2000-2009 –> 2010-2019 | 4.197459 | 2.1696168 | 28850.692 | 198.274305 | 7 | 17 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 3666 | 2.0342168 | 15624.190 | 18.820673 | 15.578559 | 2000-2009 –> 2010-2019 | 4.207951 | 2.1737339 | 28885.143 | 40.653936 | 8 | 19 |
| Indo-Pacific | (27.75,27.85] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 3666 | 2.0541653 | 15695.741 | 50.839071 | 15.840856 | 2000-2009 –> 2010-2019 | 4.249644 | 2.1954785 | 29016.754 | 108.578437 | 9 | 24 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 4057 | 1.4163608 | 14351.676 | 13.119281 | 5.970158 | 1982-1999 –> 2000-2009 | 2.736831 | 1.3204702 | 24207.849 | 24.744940 | 1 | 5 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 4057 | 1.4919090 | 14773.326 | 26.956337 | 5.826162 | 1982-1999 –> 2000-2009 | 2.796625 | 1.3047162 | 24559.885 | 57.090327 | 3 | 4 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 4057 | 1.4905786 | 14766.087 | 235.191410 | 5.811417 | 1982-1999 –> 2000-2009 | 2.798189 | 1.3076108 | 24565.500 | 476.443779 | 2 | 4 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 4057 | 1.5051439 | 14844.988 | 53.284258 | 5.936759 | 1982-1999 –> 2000-2009 | 2.821157 | 1.3160137 | 24681.554 | 111.847670 | 5 | 8 |
| Indo-Pacific | (27.85,27.95] | 4 | cstar_tref ~ sal + temp + aou + nitrate | 4057 | 1.4955892 | 14791.316 | 11.030542 | 5.904521 | 1982-1999 –> 2000-2009 | 2.834396 | 1.3388071 | 24725.478 | 21.256079 | 4 | 9 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 4057 | 1.6101130 | 15392.001 | 15.065762 | 7.241681 | 1982-1999 –> 2000-2009 | 2.969102 | 1.3589889 | 25414.942 | 29.633606 | 6 | 12 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 4057 | 1.6847541 | 15759.689 | 19.595206 | 7.939996 | 1982-1999 –> 2000-2009 | 3.083252 | 1.3984984 | 25948.847 | 38.509247 | 11 | 18 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 4057 | 1.7003263 | 15834.342 | 100.716218 | 8.024949 | 1982-1999 –> 2000-2009 | 3.114216 | 1.4138902 | 26086.986 | 195.692074 | 15 | 23 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 4057 | 1.7014331 | 15839.622 | 40.377123 | 8.027381 | 1982-1999 –> 2000-2009 | 3.115676 | 1.4142425 | 26093.711 | 80.516245 | 16 | 25 |
| Indo-Pacific | (27.85,27.95] | 4 | cstar_tref ~ sal + temp + silicate + phosphate | 4057 | 1.7025052 | 15842.733 | 9.370595 | 8.017250 | 1982-1999 –> 2000-2009 | 3.116843 | 1.4143374 | 26095.211 | 18.491119 | 17 | 27 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 4308 | 1.4243598 | 15287.247 | 11.156631 | 10.930917 | 2000-2009 –> 2010-2019 | 2.840721 | 1.4163608 | 29638.923 | 24.275912 | 1 | 2 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 4308 | 1.4628400 | 15516.926 | 192.222152 | 10.562006 | 2000-2009 –> 2010-2019 | 2.953419 | 1.4905786 | 30283.013 | 427.413562 | 2 | 4 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 4308 | 1.4656817 | 15533.648 | 22.317621 | 10.587510 | 2000-2009 –> 2010-2019 | 2.957591 | 1.4919090 | 30306.973 | 49.273958 | 3 | 6 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 4308 | 1.4762939 | 15595.806 | 45.901482 | 10.650634 | 2000-2009 –> 2010-2019 | 2.981438 | 1.5051439 | 30440.795 | 99.185740 | 4 | 9 |
| Indo-Pacific | (27.85,27.95] | 4 | cstar_tref ~ sal + temp + aou + nitrate | 4308 | 1.4980413 | 15719.804 | 7.916576 | 10.790662 | 2000-2009 –> 2010-2019 | 2.993631 | 1.4955892 | 30511.120 | 18.947118 | 5 | 9 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 4308 | 1.6005348 | 16292.005 | 639.842950 | 10.205567 | 2000-2009 –> 2010-2019 | 3.266432 | 1.6658972 | 31960.364 | 1366.978996 | 6 | 13 |
| Indo-Pacific | (27.85,27.95] | 4 | cstar_tref ~ aou + nitrate + phosphate + phosphate_star | 4308 | 1.6026582 | 16301.428 | 585.567562 | 10.161879 | 2000-2009 –> 2010-2019 | 3.283596 | 1.6809383 | 32040.719 | 1230.473781 | 7 | 16 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 4308 | 1.6156670 | 16373.082 | 119.541787 | 10.397810 | 2000-2009 –> 2010-2019 | 3.296181 | 1.6805135 | 32112.322 | 265.535560 | 8 | 16 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 4308 | 1.6934400 | 16778.156 | 12.965911 | 11.532498 | 2000-2009 –> 2010-2019 | 3.303553 | 1.6101130 | 32170.156 | 28.031673 | 14 | 20 |
| Indo-Pacific | (27.85,27.95] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 4308 | 1.6198031 | 16395.111 | 17.402995 | 10.443713 | 2000-2009 –> 2010-2019 | 3.303594 | 1.6837912 | 32150.161 | 35.969432 | 10 | 20 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 5953 | 1.4147229 | 21038.475 | 24.302444 | 8.300536 | 1982-1999 –> 2000-2009 | 2.698904 | 1.2841806 | 37279.070 | 52.354009 | 1 | 7 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 5953 | 1.4156390 | 21046.182 | 307.778591 | 8.277175 | 1982-1999 –> 2000-2009 | 2.712578 | 1.2969388 | 37382.888 | 592.516929 | 2 | 10 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 5953 | 1.4227354 | 21105.716 | 37.504078 | 8.365692 | 1982-1999 –> 2000-2009 | 2.719145 | 1.2964094 | 37438.453 | 72.589877 | 5 | 12 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 5953 | 1.4884947 | 21643.676 | 16.535891 | 9.577963 | 1982-1999 –> 2000-2009 | 2.761577 | 1.2730826 | 37799.888 | 38.005825 | 6 | 10 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 5953 | 1.5227549 | 21914.607 | 24.889876 | 10.065760 | 1982-1999 –> 2000-2009 | 2.778741 | 1.2559861 | 37939.376 | 48.271369 | 8 | 9 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 5953 | 1.5281415 | 21956.649 | 317.133862 | 10.078423 | 1982-1999 –> 2000-2009 | 2.800255 | 1.2721136 | 38105.458 | 602.940554 | 9 | 12 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 5953 | 1.5321149 | 21987.566 | 36.185094 | 10.142158 | 1982-1999 –> 2000-2009 | 2.800739 | 1.2686238 | 38109.669 | 69.393989 | 10 | 12 |
| Indo-Pacific | (27.95,28.05] | 4 | cstar_tref ~ sal + temp + nitrate + phosphate | 5953 | 1.5147364 | 21849.746 | 15.261368 | 9.381391 | 1982-1999 –> 2000-2009 | 2.811686 | 1.2969501 | 38184.536 | 34.708224 | 7 | 16 |
| Indo-Pacific | (27.95,28.05] | 4 | cstar_tref ~ sal + temp + silicate + phosphate | 5953 | 1.5502892 | 22125.967 | 13.291891 | 10.461381 | 1982-1999 –> 2000-2009 | 2.828257 | 1.2779675 | 38317.411 | 30.426085 | 11 | 16 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 5953 | 1.4170486 | 21058.031 | 15.686897 | 8.195233 | 1982-1999 –> 2000-2009 | 2.862117 | 1.4450685 | 38446.171 | 36.150967 | 3 | 17 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 6823 | 1.6794547 | 26451.865 | 12.780294 | 12.244106 | 2000-2009 –> 2010-2019 | 3.096503 | 1.4170486 | 47509.896 | 28.467190 | 1 | 4 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 6823 | 1.6880893 | 26521.844 | 18.256356 | 12.462022 | 2000-2009 –> 2010-2019 | 3.102812 | 1.4147229 | 47560.319 | 42.558800 | 3 | 4 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 6823 | 1.6880534 | 26521.554 | 255.603856 | 12.440459 | 2000-2009 –> 2010-2019 | 3.103692 | 1.4156390 | 47567.736 | 563.382447 | 2 | 4 |
| Indo-Pacific | (27.95,28.05] | 4 | cstar_tref ~ sal + temp + aou + nitrate | 6823 | 1.6880949 | 26519.889 | 11.695506 | 12.456378 | 2000-2009 –> 2010-2019 | 3.105916 | 1.4178207 | 47582.406 | 26.824393 | 4 | 8 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 6823 | 1.6955577 | 26582.083 | 28.756806 | 12.503415 | 2000-2009 –> 2010-2019 | 3.118293 | 1.4227354 | 47687.799 | 66.260885 | 5 | 10 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 6823 | 1.8003812 | 27400.662 | 13.802936 | 13.290247 | 2000-2009 –> 2010-2019 | 3.288876 | 1.4884947 | 49044.338 | 30.338827 | 13 | 19 |
| Indo-Pacific | (27.95,28.05] | 4 | cstar_tref ~ sal + temp + nitrate + phosphate | 6823 | 1.8003826 | 27398.673 | 11.841127 | 13.286927 | 2000-2009 –> 2010-2019 | 3.315119 | 1.5147364 | 49248.419 | 27.102494 | 14 | 21 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 6823 | 1.8964508 | 28110.059 | 19.627942 | 14.658835 | 2000-2009 –> 2010-2019 | 3.419206 | 1.5227549 | 50024.666 | 44.517818 | 18 | 26 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 6823 | 1.7298955 | 26855.676 | 663.762336 | 10.553418 | 2000-2009 –> 2010-2019 | 3.423515 | 1.6936194 | 50036.447 | 1522.774890 | 6 | 19 |
| Indo-Pacific | (27.95,28.05] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 6823 | 1.8993130 | 28130.639 | 275.338767 | 14.645198 | 2000-2009 –> 2010-2019 | 3.427455 | 1.5281415 | 50087.287 | 592.472629 | 19 | 28 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 3235 | 1.0926652 | 9767.902 | 61.825426 | 6.972783 | 1982-1999 –> 2000-2009 | 2.287853 | 1.1951881 | 18828.682 | 110.861992 | 1 | 2 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 3235 | 1.0948954 | 9781.095 | 61.829230 | 6.982768 | 1982-1999 –> 2000-2009 | 2.293928 | 1.1990324 | 18860.063 | 110.862079 | 3 | 5 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 3235 | 1.0934537 | 9772.570 | 285.188344 | 6.963364 | 1982-1999 –> 2000-2009 | 2.294054 | 1.2006001 | 18858.939 | 565.663934 | 2 | 5 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 3235 | 1.1006544 | 9815.037 | 60.235299 | 6.796019 | 1982-1999 –> 2000-2009 | 2.333406 | 1.2327516 | 19051.090 | 107.081293 | 4 | 10 |
| Indo-Pacific | (28.05,28.1] | 4 | cstar_tref ~ sal + temp + aou + phosphate_star | 3235 | 1.1043950 | 9834.988 | 59.251203 | 6.871776 | 1982-1999 –> 2000-2009 | 2.337702 | 1.2333074 | 19071.594 | 105.899502 | 7 | 14 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 3235 | 1.1012884 | 9818.763 | 264.487819 | 6.787930 | 1982-1999 –> 2000-2009 | 2.338741 | 1.2374528 | 19076.374 | 528.404570 | 5 | 15 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 3235 | 1.1028001 | 9827.638 | 60.267259 | 6.806821 | 1982-1999 –> 2000-2009 | 2.339173 | 1.2363730 | 19080.306 | 107.078743 | 6 | 14 |
| Indo-Pacific | (28.05,28.1] | 4 | cstar_tref ~ sal + temp + aou + phosphate | 3235 | 1.1049545 | 9838.265 | 246.922073 | 6.862390 | 1982-1999 –> 2000-2009 | 2.342900 | 1.2379451 | 19096.130 | 494.443026 | 8 | 19 |
| Indo-Pacific | (28.05,28.1] | 4 | cstar_tref ~ sal + temp + phosphate + phosphate_star | 3235 | 1.1064871 | 9847.233 | 59.269835 | 6.881764 | 1982-1999 –> 2000-2009 | 2.343344 | 1.2368567 | 19100.115 | 105.896016 | 9 | 18 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate | 3235 | 1.1459464 | 10075.946 | 37.829445 | 8.118947 | 1982-1999 –> 2000-2009 | 2.353678 | 1.2077315 | 19195.859 | 76.567054 | 14 | 18 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 4651 | 1.5568093 | 17330.389 | 48.568833 | 13.256086 | 2000-2009 –> 2010-2019 | 2.649475 | 1.0926652 | 27098.291 | 110.394259 | 4 | 5 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 4651 | 1.5495616 | 17286.982 | 45.271185 | 13.094011 | 2000-2009 –> 2010-2019 | 2.650216 | 1.1006544 | 27102.019 | 105.506484 | 1 | 5 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 4651 | 1.5582307 | 17338.878 | 238.152971 | 13.259740 | 2000-2009 –> 2010-2019 | 2.651684 | 1.0934537 | 27111.448 | 523.341315 | 6 | 8 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 4651 | 1.5512134 | 17296.893 | 245.375748 | 13.110284 | 2000-2009 –> 2010-2019 | 2.652502 | 1.1012884 | 27115.655 | 509.863567 | 2 | 7 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 4651 | 1.5595351 | 17346.661 | 48.589299 | 13.299054 | 2000-2009 –> 2010-2019 | 2.654431 | 1.0948954 | 27127.756 | 110.418529 | 8 | 11 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 4651 | 1.5524032 | 17304.025 | 45.322515 | 13.144798 | 2000-2009 –> 2010-2019 | 2.655203 | 1.1028001 | 27131.663 | 105.589774 | 3 | 9 |
| Indo-Pacific | (28.05,28.1] | 4 | cstar_tref ~ sal + temp + aou + phosphate_star | 4651 | 1.5573440 | 17331.583 | 44.985297 | 13.191543 | 2000-2009 –> 2010-2019 | 2.661739 | 1.1043950 | 27166.571 | 104.236500 | 5 | 12 |
| Indo-Pacific | (28.05,28.1] | 4 | cstar_tref ~ sal + temp + aou + phosphate | 4651 | 1.5586721 | 17339.513 | 209.489149 | 13.200046 | 2000-2009 –> 2010-2019 | 2.663627 | 1.1049545 | 27177.778 | 456.411222 | 7 | 15 |
| Indo-Pacific | (28.05,28.1] | 4 | cstar_tref ~ sal + temp + phosphate + phosphate_star | 4651 | 1.5600059 | 17347.469 | 45.025724 | 13.237921 | 2000-2009 –> 2010-2019 | 2.666493 | 1.1064871 | 27194.702 | 104.295558 | 9 | 18 |
| Indo-Pacific | (28.05,28.1] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 4651 | 1.5732945 | 17428.371 | 29.833419 | 12.475235 | 2000-2009 –> 2010-2019 | 2.685562 | 1.1122671 | 27311.313 | 68.654833 | 13 | 23 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 6079 | 1.2005897 | 19488.093 | 176.993177 | 5.323196 | 1982-1999 –> 2000-2009 | 2.581989 | 1.3813994 | 36044.463 | 283.411121 | 1 | 2 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 6079 | 1.2011458 | 19493.724 | 177.320546 | 5.314031 | 1982-1999 –> 2000-2009 | 2.583280 | 1.3821343 | 36055.144 | 283.937719 | 2 | 4 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 6079 | 1.2018417 | 19500.766 | 359.411895 | 5.305231 | 1982-1999 –> 2000-2009 | 2.585030 | 1.3831887 | 36069.427 | 578.030212 | 3 | 6 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 6079 | 1.2036587 | 19519.133 | 42.311076 | 5.203228 | 1982-1999 –> 2000-2009 | 2.622856 | 1.4191971 | 36331.840 | 66.916210 | 4 | 8 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 6079 | 1.2040908 | 19523.496 | 42.274179 | 5.196723 | 1982-1999 –> 2000-2009 | 2.623695 | 1.4196042 | 36338.927 | 66.879274 | 6 | 11 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 6079 | 1.2047445 | 19530.095 | 93.763780 | 5.187725 | 1982-1999 –> 2000-2009 | 2.625367 | 1.4206228 | 36352.337 | 158.250702 | 8 | 14 |
| Indo-Pacific | (28.1,28.2] | 4 | cstar_tref ~ sal + temp + aou + phosphate_star | 6079 | 1.2037454 | 19518.009 | 22.404130 | 5.230465 | 1982-1999 –> 2000-2009 | 2.633072 | 1.4293267 | 36396.253 | 39.531030 | 5 | 12 |
| Indo-Pacific | (28.1,28.2] | 4 | cstar_tref ~ sal + temp + phosphate + phosphate_star | 6079 | 1.2041827 | 19522.424 | 22.405680 | 5.224706 | 1982-1999 –> 2000-2009 | 2.633901 | 1.4297178 | 36403.266 | 39.533052 | 7 | 15 |
| Indo-Pacific | (28.1,28.2] | 4 | cstar_tref ~ sal + temp + aou + phosphate | 6079 | 1.2048458 | 19529.117 | 52.745107 | 5.217009 | 1982-1999 –> 2000-2009 | 2.635574 | 1.4307286 | 36416.671 | 100.432933 | 9 | 18 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 6079 | 1.2487290 | 19966.065 | 41.343558 | 6.715482 | 1982-1999 –> 2000-2009 | 2.754107 | 1.5053779 | 37338.587 | 65.860611 | 11 | 21 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 7616 | 1.4918782 | 27720.618 | 25.558931 | 11.582502 | 2000-2009 –> 2010-2019 | 2.695537 | 1.2036587 | 47239.751 | 67.870008 | 9 | 13 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 7616 | 1.4920269 | 27722.136 | 25.538813 | 11.587658 | 2000-2009 –> 2010-2019 | 2.696118 | 1.2040908 | 47245.632 | 67.812992 | 10 | 16 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 7616 | 1.4924181 | 27726.129 | 84.373125 | 11.596694 | 2000-2009 –> 2010-2019 | 2.697163 | 1.2047445 | 47256.224 | 178.136904 | 11 | 19 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 7616 | 1.5025387 | 27829.074 | 201.079037 | 12.667748 | 2000-2009 –> 2010-2019 | 2.703128 | 1.2005897 | 47317.168 | 378.072214 | 20 | 21 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 7616 | 1.5028004 | 27831.727 | 201.330918 | 12.674007 | 2000-2009 –> 2010-2019 | 2.703946 | 1.2011458 | 47325.451 | 378.651464 | 22 | 24 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 7616 | 1.5033494 | 27837.290 | 410.022341 | 12.689979 | 2000-2009 –> 2010-2019 | 2.705191 | 1.2018417 | 47338.056 | 769.434236 | 25 | 28 |
| Indo-Pacific | (28.1,28.2] | 4 | cstar_tref ~ sal + temp + aou + phosphate_star | 7616 | 1.5032960 | 27834.749 | 14.021961 | 12.524609 | 2000-2009 –> 2010-2019 | 2.707041 | 1.2037454 | 47352.758 | 36.426091 | 23 | 28 |
| Indo-Pacific | (28.1,28.2] | 4 | cstar_tref ~ sal + temp + phosphate + phosphate_star | 7616 | 1.5035060 | 27836.877 | 14.026350 | 12.533543 | 2000-2009 –> 2010-2019 | 2.707689 | 1.2041827 | 47359.301 | 36.432031 | 26 | 33 |
| Indo-Pacific | (28.1,28.2] | 4 | cstar_tref ~ sal + temp + aou + phosphate | 7616 | 1.5040392 | 27842.278 | 47.546740 | 12.550040 | 2000-2009 –> 2010-2019 | 2.708885 | 1.2048458 | 47371.395 | 100.291847 | 27 | 36 |
| Indo-Pacific | (28.1,28.2] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate_star | 7616 | 1.4856405 | 27656.798 | 290.562986 | 12.448378 | 2000-2009 –> 2010-2019 | 2.732161 | 1.2465206 | 47601.343 | 541.546951 | 8 | 18 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star | 3155 | 0.9099218 | 8371.859 | 280.110243 | 6.284666 | 1982-1999 –> 2000-2009 | 2.670521 | 1.7605995 | 17860.306 | 521.082103 | 1 | 4 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 3155 | 0.9171826 | 8422.011 | 192.759482 | 6.264069 | 1982-1999 –> 2000-2009 | 2.671870 | 1.7546872 | 17894.399 | 391.123700 | 4 | 6 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 3155 | 0.9124683 | 8389.494 | 193.094916 | 6.277608 | 1982-1999 –> 2000-2009 | 2.673112 | 1.7606435 | 17878.060 | 392.048370 | 3 | 7 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 3155 | 0.9104956 | 8375.837 | 198.271854 | 6.290824 | 1982-1999 –> 2000-2009 | 2.675645 | 1.7651496 | 17876.606 | 416.375722 | 2 | 8 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 3155 | 0.9329683 | 8529.689 | 201.186309 | 6.955814 | 1982-1999 –> 2000-2009 | 2.989047 | 2.0560788 | 18758.804 | 419.271633 | 13 | 41 |
| Indo-Pacific | (28.2,28.3] | 4 | cstar_tref ~ sal + aou + nitrate + phosphate | 3155 | 0.9363262 | 8550.359 | 194.047283 | 7.112102 | 1982-1999 –> 2000-2009 | 3.023452 | 2.0871263 | 18849.024 | 411.499363 | 15 | 44 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + nitrate + silicate + phosphate + phosphate_star | 3155 | 1.3448725 | 10837.150 | 185.731502 | 8.261513 | 1982-1999 –> 2000-2009 | 3.065990 | 1.7211180 | 20217.321 | 382.567622 | 21 | 22 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 3155 | 1.2798207 | 10524.306 | 11.175717 | 7.814740 | 1982-1999 –> 2000-2009 | 3.106026 | 1.8262052 | 20187.413 | 25.678948 | 17 | 25 |
| Indo-Pacific | (28.2,28.3] | 4 | cstar_tref ~ sal + nitrate + phosphate + phosphate_star | 3155 | 1.3803153 | 10999.291 | 179.447120 | 8.692983 | 1982-1999 –> 2000-2009 | 3.140978 | 1.7606629 | 20485.909 | 364.042077 | 32 | 37 |
| Indo-Pacific | (28.2,28.3] | 4 | cstar_tref ~ sal + temp + nitrate + phosphate_star | 3155 | 1.2836015 | 10540.919 | 3.725091 | 7.759561 | 1982-1999 –> 2000-2009 | 3.146323 | 1.8627220 | 20296.545 | 7.907514 | 19 | 38 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star | 4117 | 1.0974556 | 12463.256 | 351.335929 | 17.628081 | 2000-2009 –> 2010-2019 | 2.007377 | 0.9099218 | 20835.115 | 631.446172 | 1 | 2 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 4117 | 1.0980840 | 12467.969 | 261.194972 | 17.631601 | 2000-2009 –> 2010-2019 | 2.008580 | 0.9104956 | 20843.807 | 459.466826 | 2 | 4 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 4117 | 1.0997523 | 12480.470 | 257.331643 | 17.628892 | 2000-2009 –> 2010-2019 | 2.012221 | 0.9124683 | 20869.964 | 450.426559 | 3 | 6 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 4117 | 1.1038153 | 12510.834 | 256.997645 | 17.648790 | 2000-2009 –> 2010-2019 | 2.020998 | 0.9171826 | 20932.845 | 449.757128 | 4 | 8 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate_star | 4117 | 1.1346320 | 12737.563 | 250.739940 | 18.297955 | 2000-2009 –> 2010-2019 | 2.060285 | 0.9256526 | 21217.578 | 440.004493 | 5 | 11 |
| Indo-Pacific | (28.2,28.3] | 4 | cstar_tref ~ temp + aou + nitrate + phosphate_star | 4117 | 1.1346909 | 12735.990 | 250.509661 | 18.326256 | 2000-2009 –> 2010-2019 | 2.061549 | 0.9268585 | 21222.221 | 439.546471 | 6 | 15 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ temp + nitrate + silicate + phosphate + phosphate_star | 4117 | 1.1382025 | 12763.434 | 247.860073 | 18.387766 | 2000-2009 –> 2010-2019 | 2.063811 | 0.9256079 | 21243.144 | 435.233225 | 7 | 12 |
| Indo-Pacific | (28.2,28.3] | 4 | cstar_tref ~ temp + nitrate + phosphate + phosphate_star | 4117 | 1.1383063 | 12762.184 | 247.550473 | 18.425450 | 2000-2009 –> 2010-2019 | 2.065755 | 0.9274484 | 21252.429 | 434.821528 | 8 | 18 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ temp + aou + nitrate + silicate + phosphate | 4117 | 1.1402400 | 12778.160 | 264.970105 | 18.421498 | 2000-2009 –> 2010-2019 | 2.066222 | 0.9259823 | 21260.423 | 465.855037 | 9 | 16 |
| Indo-Pacific | (28.2,28.3] | 5 | cstar_tref ~ aou + nitrate + silicate + phosphate + phosphate_star | 4117 | 1.1406449 | 12781.084 | 316.181596 | 18.428526 | 2000-2009 –> 2010-2019 | 2.066682 | 0.9260371 | 21263.719 | 546.240467 | 11 | 19 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 616 | 0.6253863 | 1183.849 | 34.295669 | 1.761189 | 1982-1999 –> 2000-2009 | 1.385367 | 0.7599804 | 2683.379 | 54.196602 | 1 | 8 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + silicate + phosphate + phosphate_star | 616 | 0.7033788 | 1328.641 | 38.047334 | 4.449517 | 1982-1999 –> 2000-2009 | 1.426452 | 0.7230728 | 2763.553 | 61.721972 | 11 | 12 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 616 | 0.7029188 | 1327.835 | 6.172846 | 4.442290 | 1982-1999 –> 2000-2009 | 1.426588 | 0.7236696 | 2763.818 | 10.146811 | 10 | 12 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 616 | 0.7028674 | 1327.745 | 8.112448 | 4.441565 | 1982-1999 –> 2000-2009 | 1.426607 | 0.7237393 | 2763.853 | 13.398637 | 9 | 12 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 616 | 0.7027218 | 1327.490 | 186.560091 | 4.438888 | 1982-1999 –> 2000-2009 | 1.426624 | 0.7239020 | 2763.889 | 280.377302 | 8 | 12 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 616 | 0.6861848 | 1298.151 | 362.248519 | 2.749033 | 1982-1999 –> 2000-2009 | 1.435344 | 0.7491593 | 2779.066 | 713.748196 | 7 | 13 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + aou + nitrate + silicate | 616 | 0.7234099 | 1363.236 | 8.130248 | 4.679927 | 1982-1999 –> 2000-2009 | 1.461108 | 0.7376977 | 2824.139 | 13.545469 | 13 | 18 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 616 | 0.6499902 | 1231.389 | 380.478683 | 1.701162 | 1982-1999 –> 2000-2009 | 1.489167 | 0.8391768 | 2859.588 | 784.379417 | 4 | 16 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 616 | 0.6500217 | 1231.449 | 368.354498 | 1.701609 | 1982-1999 –> 2000-2009 | 1.489858 | 0.8398359 | 2860.667 | 709.646859 | 5 | 18 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate | 616 | 0.6493517 | 1230.178 | 378.833211 | 1.699295 | 1982-1999 –> 2000-2009 | 1.490039 | 0.8406872 | 2860.711 | 718.425810 | 3 | 17 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + nitrate + silicate + phosphate_star | 1121 | 0.5351685 | 1793.621 | 7.219349 | 3.777172 | 2000-2009 –> 2010-2019 | 1.160555 | 0.6253863 | 2977.470 | 41.515017 | 5 | 6 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + aou + nitrate + phosphate + phosphate_star | 1121 | 0.5323718 | 1781.874 | 859.027041 | 4.834411 | 2000-2009 –> 2010-2019 | 1.181420 | 0.6490480 | 3011.476 | 1631.037684 | 2 | 4 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + nitrate + phosphate + phosphate_star | 1121 | 0.5327580 | 1783.500 | 985.546981 | 4.841931 | 2000-2009 –> 2010-2019 | 1.182748 | 0.6499902 | 3014.889 | 1366.025664 | 3 | 6 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + aou + nitrate + phosphate_star | 1121 | 0.5331575 | 1785.180 | 848.710436 | 4.838459 | 2000-2009 –> 2010-2019 | 1.183179 | 0.6500217 | 3016.629 | 1217.064934 | 4 | 8 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + aou + nitrate + silicate + phosphate | 1121 | 0.5077774 | 1675.830 | 944.143876 | 5.932434 | 2000-2009 –> 2010-2019 | 1.193962 | 0.6861848 | 2973.980 | 1306.392395 | 1 | 7 |
| Indo-Pacific | (28.3, Inf] | 4 | cstar_tref ~ sal + temp + nitrate + phosphate_star | 1121 | 0.5860735 | 1995.337 | 7.218307 | 3.259561 | 2000-2009 –> 2010-2019 | 1.236387 | 0.6503139 | 3225.339 | 36.570323 | 7 | 12 |
| Indo-Pacific | (28.3, Inf] | 4 | cstar_tref ~ sal + aou + nitrate + phosphate | 1121 | 0.5502622 | 1853.978 | 857.560062 | 5.979781 | 2000-2009 –> 2010-2019 | 1.256243 | 0.7059804 | 3185.168 | 1179.516232 | 6 | 17 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + aou + silicate + phosphate + phosphate_star | 1121 | 0.6154765 | 2107.086 | 95.213097 | 3.996841 | 2000-2009 –> 2010-2019 | 1.318198 | 0.7027218 | 3434.576 | 281.773189 | 11 | 18 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate | 1121 | 0.6154637 | 2107.040 | 8.373769 | 3.998969 | 2000-2009 –> 2010-2019 | 1.318331 | 0.7028674 | 3434.785 | 16.486217 | 10 | 18 |
| Indo-Pacific | (28.3, Inf] | 5 | cstar_tref ~ sal + temp + aou + silicate + phosphate_star | 1121 | 0.6154572 | 2107.016 | 4.378786 | 4.000121 | 2000-2009 –> 2010-2019 | 1.318376 | 0.7029188 | 3434.851 | 10.551631 | 9 | 18 |
5.4.2 per fitting unit
lm_best %>%
select(-n_predictors) %>%
group_by(basin, gamma_slab, eras) %>%
summarise(rmse_sum_mean = mean(rmse_sum),
ais_sum_mean = mean(aic_sum)) %>%
ungroup() %>%
kable() %>%
add_header_above() %>%
kable_styling() %>%
scroll_box(width = "100%", height = "400px")| basin | gamma_slab | eras | rmse_sum_mean | ais_sum_mean |
|---|---|---|---|---|
| Atlantic | (-Inf,26] | 1982-1999 –> 2000-2009 | 8.983619 | 4378.706 |
| Atlantic | (-Inf,26] | 2000-2009 –> 2010-2019 | 10.055684 | 4873.200 |
| Atlantic | (26,26.5] | 1982-1999 –> 2000-2009 | 13.011095 | 3988.390 |
| Atlantic | (26,26.5] | 2000-2009 –> 2010-2019 | 11.231566 | 4203.888 |
| Atlantic | (26.5,26.75] | 1982-1999 –> 2000-2009 | 10.217667 | 3529.930 |
| Atlantic | (26.5,26.75] | 2000-2009 –> 2010-2019 | 11.097598 | 3136.701 |
| Atlantic | (26.75,27] | 1982-1999 –> 2000-2009 | 10.658913 | 7387.807 |
| Atlantic | (26.75,27] | 2000-2009 –> 2010-2019 | 10.919222 | 6458.966 |
| Atlantic | (27,27.25] | 1982-1999 –> 2000-2009 | 8.777370 | 12461.461 |
| Atlantic | (27,27.25] | 2000-2009 –> 2010-2019 | 9.973912 | 11651.739 |
| Atlantic | (27.25,27.5] | 1982-1999 –> 2000-2009 | 7.493468 | 23767.417 |
| Atlantic | (27.25,27.5] | 2000-2009 –> 2010-2019 | 8.824508 | 23504.213 |
| Atlantic | (27.5,27.75] | 1982-1999 –> 2000-2009 | 9.133408 | 38378.686 |
| Atlantic | (27.5,27.75] | 2000-2009 –> 2010-2019 | 11.037674 | 41911.973 |
| Atlantic | (27.75,27.85] | 1982-1999 –> 2000-2009 | 7.314250 | 14418.409 |
| Atlantic | (27.75,27.85] | 2000-2009 –> 2010-2019 | 9.387996 | 17524.009 |
| Atlantic | (27.85,27.95] | 1982-1999 –> 2000-2009 | 7.693338 | 30272.964 |
| Atlantic | (27.85,27.95] | 2000-2009 –> 2010-2019 | 9.862371 | 38788.487 |
| Atlantic | (27.95,27.98] | 1982-1999 –> 2000-2009 | 6.053951 | 18959.512 |
| Atlantic | (27.95,27.98] | 2000-2009 –> 2010-2019 | 6.413643 | 20278.354 |
| Atlantic | (27.98,28.02] | 1982-1999 –> 2000-2009 | 6.378797 | 17648.598 |
| Atlantic | (27.98,28.02] | 2000-2009 –> 2010-2019 | 7.043080 | 17303.998 |
| Atlantic | (28.02,28.05] | 1982-1999 –> 2000-2009 | 6.181040 | 5987.018 |
| Atlantic | (28.02,28.05] | 2000-2009 –> 2010-2019 | 6.995452 | 6890.334 |
| Atlantic | (28.05,28.1] | 1982-1999 –> 2000-2009 | 7.273504 | 10447.628 |
| Atlantic | (28.05,28.1] | 2000-2009 –> 2010-2019 | 8.427325 | 12319.239 |
| Atlantic | (28.1,28.15] | 1982-1999 –> 2000-2009 | 8.891975 | 10043.157 |
| Atlantic | (28.1,28.15] | 2000-2009 –> 2010-2019 | 10.552920 | 12968.048 |
| Atlantic | (28.15,28.2] | 1982-1999 –> 2000-2009 | 8.599928 | 7111.848 |
| Atlantic | (28.15,28.2] | 2000-2009 –> 2010-2019 | 9.236955 | 9393.869 |
| Atlantic | (28.2, Inf] | 1982-1999 –> 2000-2009 | 4.814590 | 10188.798 |
| Atlantic | (28.2, Inf] | 2000-2009 –> 2010-2019 | 4.696958 | 12461.945 |
| Indo-Pacific | (-Inf,26] | 1982-1999 –> 2000-2009 | 17.938712 | 45595.907 |
| Indo-Pacific | (-Inf,26] | 2000-2009 –> 2010-2019 | 18.061216 | 66175.851 |
| Indo-Pacific | (26,26.5] | 1982-1999 –> 2000-2009 | 12.072215 | 33082.709 |
| Indo-Pacific | (26,26.5] | 2000-2009 –> 2010-2019 | 14.201015 | 36264.609 |
| Indo-Pacific | (26.5,26.75] | 1982-1999 –> 2000-2009 | 9.564753 | 27306.216 |
| Indo-Pacific | (26.5,26.75] | 2000-2009 –> 2010-2019 | 11.070137 | 32026.816 |
| Indo-Pacific | (26.75,27] | 1982-1999 –> 2000-2009 | 9.318494 | 34732.954 |
| Indo-Pacific | (26.75,27] | 2000-2009 –> 2010-2019 | 9.404339 | 42106.967 |
| Indo-Pacific | (27,27.25] | 1982-1999 –> 2000-2009 | 7.640727 | 50706.792 |
| Indo-Pacific | (27,27.25] | 2000-2009 –> 2010-2019 | 7.057660 | 62317.175 |
| Indo-Pacific | (27.25,27.5] | 1982-1999 –> 2000-2009 | 6.840730 | 66654.952 |
| Indo-Pacific | (27.25,27.5] | 2000-2009 –> 2010-2019 | 6.871230 | 78098.426 |
| Indo-Pacific | (27.5,27.75] | 1982-1999 –> 2000-2009 | 6.362654 | 59243.093 |
| Indo-Pacific | (27.5,27.75] | 2000-2009 –> 2010-2019 | 6.770488 | 79486.150 |
| Indo-Pacific | (27.75,27.85] | 1982-1999 –> 2000-2009 | 3.862323 | 21265.224 |
| Indo-Pacific | (27.75,27.85] | 2000-2009 –> 2010-2019 | 4.016047 | 28268.243 |
| Indo-Pacific | (27.85,27.95] | 1982-1999 –> 2000-2009 | 2.938629 | 25237.996 |
| Indo-Pacific | (27.85,27.95] | 2000-2009 –> 2010-2019 | 3.118015 | 31161.455 |
| Indo-Pacific | (27.95,28.05] | 1982-1999 –> 2000-2009 | 2.777400 | 37900.292 |
| Indo-Pacific | (27.95,28.05] | 2000-2009 –> 2010-2019 | 3.240139 | 48634.931 |
| Indo-Pacific | (28.05,28.1] | 1982-1999 –> 2000-2009 | 2.326478 | 19021.915 |
| Indo-Pacific | (28.05,28.1] | 2000-2009 –> 2010-2019 | 2.659093 | 27153.720 |
| Indo-Pacific | (28.1,28.2] | 1982-1999 –> 2000-2009 | 2.627887 | 36374.692 |
| Indo-Pacific | (28.1,28.2] | 2000-2009 –> 2010-2019 | 2.705686 | 47340.708 |
| Indo-Pacific | (28.2,28.3] | 1982-1999 –> 2000-2009 | 2.916297 | 19030.439 |
| Indo-Pacific | (28.2,28.3] | 2000-2009 –> 2010-2019 | 2.043348 | 21094.124 |
| Indo-Pacific | (28.3, Inf] | 1982-1999 –> 2000-2009 | 1.445715 | 2792.266 |
| Indo-Pacific | (28.3, Inf] | 2000-2009 –> 2010-2019 | 1.234940 | 3170.916 |
5.5 Target variable coefficients
A data frame to map the target variable is prepared.
# create table with two era belonging to one eras
eras_forward <- lm_all_fitted_wide %>%
arrange(era) %>%
group_by(basin, gamma_slab, model) %>%
mutate(eras = paste(era, lead(era), sep = " --> ")) %>%
ungroup() %>%
select(era, eras) %>%
unique()
eras_backward <- lm_all_fitted_wide %>%
arrange(era) %>%
group_by(basin, gamma_slab, model) %>%
mutate(eras = paste(lag(era), era, sep = " --> ")) %>%
ungroup() %>%
select(era, eras) %>%
unique()
eras_era <- full_join(eras_backward, eras_forward) %>%
filter(str_detect(eras, "NA") == FALSE)
# extend best model selection from eras to era
lm_best_target <- full_join(
lm_best %>% select(basin, gamma_slab, model, eras),
eras_era)
lm_best_target <- left_join(lm_best_target, lm_all_fitted_wide)
rm(eras_era, eras_forward, eras_backward,
lm_all_fitted)5.6 Plot selected model residuals
# plot model diagnostics, if activated
if (params_local$plot_all_figures == "y") {
# mutate predictors column
lm_best_plot <- lm_best_target %>%
select(basin, gamma_slab, model, eras, era) %>%
mutate(
predictors = str_remove(model, paste(params_local$MLR_target, "~ ")),
predictors = str_replace_all(predictors, "\\+ ", "")
)
# loop across all basins, era, gamma slabs, and MLRs
# fit all MLR models
for (i_basin in unique(GLODAP$basin)) {
for (i_era in unique(GLODAP$era)) {
#i_basin <- unique(GLODAP$basin)[1]
#i_era <- unique(GLODAP$era)[2]
print(i_basin)
print(i_era)
GLODAP_basin_era <- GLODAP %>%
filter(basin == i_basin, era == i_era)
for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
#i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[1]
print(i_gamma_slab)
GLODAP_basin_era_slab <- GLODAP_basin_era %>%
filter(gamma_slab == i_gamma_slab)
lm_best_basin_era_slab <- lm_best_plot %>%
filter(basin == i_basin, era == i_era, gamma_slab == i_gamma_slab)
for (i_eras in unique(lm_best_basin_era_slab$eras)) {
#i_eras <- unique(lm_best_basin_era_slab$eras)[1]
print(i_eras)
lm_best_basin_era_slab_eras <- lm_best_basin_era_slab %>%
filter(eras == i_eras)
for (i_predictors in unique(lm_best_basin_era_slab_eras$predictors)) {
#i_predictors <- unique(lm_best_basin_era_slab$predictors)[1]
print(i_predictors)
# extract one model definition
i_lm <- lm_all %>%
filter(predictors == i_predictors) %>%
select(lm_coeff) %>%
pull()
# fit model
if (params_local$MLR_type == "rlm") {
i_lm_fit <- MASS::rlm(as.formula(i_lm),
data = GLODAP_basin_era_slab)
}
if (params_local$MLR_type == "lm") {
i_lm_fit <- lm(as.formula(i_lm),
data = GLODAP_basin_era_slab)
}
# plot model diagnostics vs predictors
p_model_predictors <- ggnostic(
i_lm_fit,
columnsY = c(params_local$MLR_target, ".fitted", ".resid"),
title = paste(
"era:",
i_era,
"| eras:",
i_eras,
"| basin:",
i_basin,
"| gamma slab:",
i_gamma_slab,
"| predictors:",
i_predictors
)
)
ggsave(
plot = p_model_predictors,
path = paste(path_version_figures, "eMLR_diagnostics/", sep = ""),
filename = paste(
"MLR_residuals",
i_era,
i_eras,
i_basin,
i_gamma_slab,
i_predictors,
"predictors.png",
sep = "_"
),
width = 14,
height = 8
)
rm(p_model_predictors)
# plot model diagnostics vs location
GLODAP_basin_era_slab <- GLODAP_basin_era_slab %>%
mutate(fitted = i_lm_fit$fitted.values,
residuals = i_lm_fit$residuals)
GLODAP_basin_era_slab_long <- GLODAP_basin_era_slab %>%
pivot_longer(cols = c(params_local$MLR_target , fitted, residuals),
names_to = "estimate",
values_to = "value"
) %>%
pivot_longer(cols = c(lat, lon, depth),
names_to = "coordinate_type",
values_to = "coordinate_value"
)
p_model_coordinate <- GLODAP_basin_era_slab_long %>%
ggplot(aes(coordinate_value, value)) +
geom_bin2d() +
scale_fill_viridis_c() +
labs(
title = paste(
"era:",
i_era,
"| eras:",
i_eras,
"| basin:",
i_basin,
"| gamma slab:",
i_gamma_slab,
"| predictors:",
i_predictors
)
) +
facet_grid(estimate~coordinate_type,
scales = "free")
ggsave(
plot = p_model_coordinate,
path = paste(path_version_figures, "eMLR_diagnostics", sep = ""),
filename = paste(
"Location_MLR_residuals",
i_era,
i_eras,
i_basin,
i_gamma_slab,
i_predictors,
"predictors.png",
sep = "_"
),
width = 14,
height = 8
)
rm(p_model_coordinate)
}
}
}
}
}
rm(
lm_best_plot,
lm_best_basin_era_slab,
i_rmse,
GLODAP_basin_era,
GLODAP_basin_era_slab,
i_lm,
lm_all_fitted,
i_basin,
i_era,
i_gamma_slab,
i_predictors,
lm_all,
i_aic,
i_n_predictors,
i_resid_max
)
}Individual residual plots of the MLR models for each basin, era, eras and neutral density (gamma) slab are available at:
/nfs/kryo/work/jenmueller/emlr_cant/model/v_XXX/figures/eMLR_diagnostics/
5.7 Cant coeffcients
A data frame of coefficient offsets is prepared to facilitate the direct mapping of Cant.
# pivot long format
lm_best_long <- lm_best_target %>%
pivot_longer(cols = starts_with("coeff_"),
names_to = "term",
values_to = "estimate",
names_prefix = "coeff_")
# subtract coefficients of adjacent era
lm_best_long <- lm_best_long %>%
arrange(era) %>%
group_by(basin, gamma_slab, eras, model, term) %>%
mutate(delta_coeff = estimate - lag(estimate)) %>%
ungroup() %>%
arrange(basin, gamma_slab, model, term, eras) %>%
drop_na() %>%
select(-c(era,estimate))
# pivot back to wide format
lm_best_cant <- lm_best_long %>%
pivot_wider(values_from = delta_coeff,
names_from = term,
names_prefix = "delta_coeff_",
values_fill = 0)5.8 Write files
lm_best_target %>%
select(
basin,
gamma_slab,
model,
eras,
era,
starts_with("coeff_")
) %>%
write_csv(paste(path_version_data,
"lm_best_target.csv",
sep = ""))
lm_best_cant %>%
select(
basin,
gamma_slab,
model,
eras,
starts_with("delta_coeff_")
) %>%
write_csv(paste(path_version_data,
"lm_best_cant.csv",
sep = ""))
lm_best %>%
write_csv(paste(path_version_data,
"lm_best.csv",
sep = ""))6 Model diagnotics
6.1 Selection criterion vs predictors
The selection criterion (rmse) was plotted against the number of predictors (limited to 2 - 5).
6.1.1 All models
if (params_local$MLR_criterion != "rank") {
lm_all_fitted_wide %>%
ggplot(aes(as.factor(n_predictors),
!!sym(params_local$MLR_criterion),
col = basin)) +
geom_hline(yintercept = 10) +
geom_boxplot() +
facet_grid(gamma_slab~era) +
scale_color_brewer(palette = "Set1") +
labs(x="Number of predictors")
}6.1.2 Best models
if (params_local$MLR_criterion != "rank") {
lm_best_target %>%
ggplot(aes("",
!!sym(params_local$MLR_criterion),
col = basin)) +
geom_hline(yintercept = 10) +
geom_boxplot() +
facet_grid(gamma_slab~era) +
scale_color_brewer(palette = "Set1") +
labs(x="Number of predictors pooled")
}6.2 RMSE correlation between eras
RMSE was plotted to compare the agreement for one model applied to two adjacent eras (ie check whether the same predictor combination performs equal in both eras).
6.2.1 All models
# find max rmse to scale axis
max_rmse <-
max(c(lm_all_fitted_wide_eras$rmse,
lm_all_fitted_wide_eras$rmse_sum - lm_all_fitted_wide_eras$rmse))
lm_all_fitted_wide_eras %>%
ggplot(aes(rmse, rmse_sum - rmse, col = gamma_slab)) +
geom_point() +
scale_color_viridis_d() +
coord_equal(xlim = c(0,max_rmse),
ylim = c(0,max_rmse)) +
facet_grid(eras ~ basin)
| Version | Author | Date |
|---|---|---|
| 4dce223 | Donghe-Zhu | 2021-07-20 |
| 6f28c0c | Donghe-Zhu | 2021-07-20 |
| db1e7b7 | Donghe-Zhu | 2021-07-19 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
| 57d0420 | Donghe-Zhu | 2021-07-16 |
| c1be8f6 | Donghe-Zhu | 2021-07-16 |
| 26a7c15 | Donghe-Zhu | 2021-07-16 |
| 046902b | Donghe-Zhu | 2021-07-16 |
| 3d4ac14 | Donghe-Zhu | 2021-07-15 |
| be6fff9 | Donghe-Zhu | 2021-07-15 |
| b473472 | Donghe-Zhu | 2021-07-15 |
| 363270a | Donghe-Zhu | 2021-07-15 |
| 8b75a03 | Donghe-Zhu | 2021-07-15 |
| a01e135 | Donghe-Zhu | 2021-07-07 |
| bc83ef2 | Donghe-Zhu | 2021-07-07 |
| 75e7b07 | Donghe-Zhu | 2021-07-06 |
| 697aa6d | Donghe-Zhu | 2021-07-06 |
| d52e2de | Donghe-Zhu | 2021-07-06 |
| f2bde6b | Donghe-Zhu | 2021-07-06 |
| 1133f28 | Donghe-Zhu | 2021-07-06 |
| fe3a1cd | Donghe-Zhu | 2021-07-06 |
| d9cdf15 | Donghe-Zhu | 2021-07-06 |
| ee4cd2d | Donghe-Zhu | 2021-07-06 |
| 93821c1 | Donghe-Zhu | 2021-07-05 |
| d44db8e | Donghe-Zhu | 2021-07-05 |
| 20b3436 | Donghe-Zhu | 2021-07-05 |
| d982ea5 | Donghe-Zhu | 2021-07-05 |
| 7397e53 | Donghe-Zhu | 2021-07-05 |
| f2e4805 | Donghe-Zhu | 2021-07-05 |
| e2d011a | Donghe-Zhu | 2021-07-05 |
| 85e0349 | Donghe-Zhu | 2021-07-05 |
| 6ee0146 | Donghe-Zhu | 2021-07-05 |
| a482a6b | Donghe-Zhu | 2021-07-05 |
| f59f1b3 | Donghe-Zhu | 2021-07-05 |
| 116bcab | Donghe-Zhu | 2021-07-04 |
| cb1c8dc | Donghe-Zhu | 2021-07-04 |
| c9bdd83 | Donghe-Zhu | 2021-07-04 |
| 1920ad9 | Donghe-Zhu | 2021-07-04 |
| 0b02791 | Donghe-Zhu | 2021-06-25 |
| caf62d8 | Donghe-Zhu | 2021-06-25 |
| 90a9da5 | Donghe-Zhu | 2021-06-25 |
| bb413c8 | Donghe-Zhu | 2021-06-25 |
| e7a5266 | Donghe-Zhu | 2021-06-24 |
| 7c57720 | Donghe-Zhu | 2021-06-24 |
| b5b95a9 | Donghe-Zhu | 2021-06-24 |
| 472aad4 | Donghe-Zhu | 2021-06-24 |
| d517836 | Donghe-Zhu | 2021-06-24 |
| 9221bfe | Donghe-Zhu | 2021-06-24 |
| bff5fbf | Donghe-Zhu | 2021-06-23 |
| 256a616 | Donghe-Zhu | 2021-06-23 |
| 00072e2 | Donghe-Zhu | 2021-06-23 |
| 7431530 | Donghe-Zhu | 2021-06-20 |
| d20c383 | Donghe-Zhu | 2021-06-18 |
| b0874a2 | Donghe-Zhu | 2021-06-17 |
| 72c2f2e | Donghe-Zhu | 2021-06-15 |
| d97dcb6 | Donghe-Zhu | 2021-06-08 |
| 25dda1d | Donghe-Zhu | 2021-06-08 |
| bd2bcc3 | Donghe-Zhu | 2021-06-08 |
| e9b27d7 | Donghe-Zhu | 2021-06-07 |
| 7ae0d4b | Donghe-Zhu | 2021-06-07 |
| 325391f | Donghe-Zhu | 2021-06-07 |
| ed89970 | Donghe-Zhu | 2021-06-07 |
| df37958 | Donghe-Zhu | 2021-06-07 |
| 812bf63 | Donghe-Zhu | 2021-06-06 |
| 65c89c8 | Donghe-Zhu | 2021-06-06 |
| 9baa3b2 | Donghe-Zhu | 2021-06-06 |
| b7d99cf | Donghe-Zhu | 2021-06-06 |
| 5d8fa90 | Donghe-Zhu | 2021-06-06 |
| dbe2a95 | Donghe-Zhu | 2021-05-28 |
| d50b039 | Donghe-Zhu | 2021-05-28 |
| 441ebe5 | Donghe-Zhu | 2021-05-28 |
| 6262ad3 | Donghe-Zhu | 2021-05-28 |
| a61aa77 | Donghe-Zhu | 2021-05-28 |
| b8dbce4 | Donghe-Zhu | 2021-05-28 |
| 94a833e | Donghe-Zhu | 2021-05-27 |
| 5e0bd64 | Donghe-Zhu | 2021-05-27 |
| af1eadd | Donghe-Zhu | 2021-05-27 |
| 9179bfe | Donghe-Zhu | 2021-05-27 |
| 28cbe5e | Donghe-Zhu | 2021-05-27 |
| a618f02 | Donghe-Zhu | 2021-05-27 |
| 4623e38 | Donghe-Zhu | 2021-05-27 |
| b81bb49 | Donghe-Zhu | 2021-05-27 |
| 951e188 | Donghe-Zhu | 2021-05-27 |
| e377833 | Donghe-Zhu | 2021-05-26 |
| 2705a04 | Donghe-Zhu | 2021-03-28 |
| cd5f759 | Donghe-Zhu | 2021-03-28 |
| 75dda4d | Donghe-Zhu | 2021-03-27 |
| 0b19f6e | Donghe-Zhu | 2021-03-27 |
| e2704ca | Donghe-Zhu | 2021-03-27 |
| 3061a0b | Donghe-Zhu | 2021-03-27 |
| b883157 | Donghe-Zhu | 2021-03-27 |
| d19654d | Donghe-Zhu | 2021-03-26 |
| 6c53dbf | Donghe-Zhu | 2021-03-25 |
| 1914a11 | Donghe-Zhu | 2021-03-24 |
| 8be810e | Donghe-Zhu | 2021-03-23 |
| bf19764 | Donghe-Zhu | 2021-03-22 |
| 3ec9d3d | Donghe-Zhu | 2021-03-22 |
| 134ace1 | Donghe-Zhu | 2021-03-22 |
| f6d70a4 | Donghe-Zhu | 2021-03-22 |
| 183443b | Donghe-Zhu | 2021-03-21 |
| 2e6976b | Donghe-Zhu | 2021-03-21 |
| 51a42bd | Donghe-Zhu | 2021-03-16 |
| f745381 | Donghe-Zhu | 2021-03-16 |
| aecbf75 | Donghe-Zhu | 2021-03-14 |
| 1b2a0c2 | Donghe-Zhu | 2021-03-14 |
| 6733e48 | Donghe-Zhu | 2021-03-12 |
| ba71e6a | Donghe-Zhu | 2021-03-12 |
| 9dbf5bd | Donghe-Zhu | 2021-03-11 |
| a49df30 | Donghe-Zhu | 2021-03-11 |
| b3348a5 | Donghe-Zhu | 2021-03-11 |
| 1c24ff7 | Donghe-Zhu | 2021-03-10 |
| 94ce5a8 | Donghe-Zhu | 2021-03-10 |
| db33928 | Donghe-Zhu | 2021-03-10 |
| 3d1f470 | Donghe-Zhu | 2021-03-10 |
| 9b7bc66 | Donghe-Zhu | 2021-03-10 |
| 5365f80 | Donghe-Zhu | 2021-03-10 |
| 2b6c392 | Donghe-Zhu | 2021-03-10 |
| 9f58753 | Donghe-Zhu | 2021-03-10 |
| 9d5a62c | Donghe-Zhu | 2021-03-10 |
| 5d1e70b | Donghe-Zhu | 2021-03-10 |
| 2093979 | Donghe-Zhu | 2021-03-10 |
| b865899 | Donghe-Zhu | 2021-03-10 |
| cc2a956 | Donghe-Zhu | 2021-03-10 |
| dba33c8 | Donghe-Zhu | 2021-03-09 |
| 17f1c4a | Donghe-Zhu | 2021-03-09 |
| c024d1a | Donghe-Zhu | 2021-03-09 |
| 02f7242 | Donghe-Zhu | 2021-03-09 |
| 1691156 | Donghe-Zhu | 2021-03-08 |
| c0ceaf8 | Donghe-Zhu | 2021-03-08 |
| 058e0a1 | Donghe-Zhu | 2021-03-08 |
| 112dea0 | Donghe-Zhu | 2021-03-08 |
| 1843412 | Donghe-Zhu | 2021-03-08 |
| 3fbbfa4 | Donghe-Zhu | 2021-03-07 |
| 627c8fb | Donghe-Zhu | 2021-03-07 |
| 9ef3222 | Donghe-Zhu | 2021-03-05 |
| 8c1e978 | Donghe-Zhu | 2021-03-05 |
| 865f68c | Donghe-Zhu | 2021-03-05 |
| ee69bc1 | Donghe-Zhu | 2021-03-05 |
| a79291f | Donghe-Zhu | 2021-03-05 |
| e8c6f30 | Donghe-Zhu | 2021-03-04 |
| 59288fe | Donghe-Zhu | 2021-03-04 |
| 731abc8 | Donghe-Zhu | 2021-03-04 |
| e2a5a33 | Donghe-Zhu | 2021-03-04 |
| c7892c1 | Donghe-Zhu | 2021-03-04 |
| 924430b | Donghe-Zhu | 2021-03-03 |
| 0d0bca1 | Donghe-Zhu | 2021-03-03 |
| cb63c16 | Donghe-Zhu | 2021-03-03 |
| ffda45a | Donghe-Zhu | 2021-03-03 |
| 691ba81 | Donghe-Zhu | 2021-03-03 |
| c5e45a2 | Donghe-Zhu | 2021-03-03 |
| 89c3e58 | Donghe-Zhu | 2021-03-03 |
| c911669 | Donghe-Zhu | 2021-03-03 |
| 13666ca | Donghe-Zhu | 2021-03-01 |
| c6e60fe | Donghe-Zhu | 2021-03-01 |
| 7a388f7 | Donghe-Zhu | 2021-03-01 |
| 799e913 | Donghe-Zhu | 2021-03-01 |
| 66ff99f | Donghe-Zhu | 2021-03-01 |
| ac9bb7a | Donghe-Zhu | 2021-02-28 |
| efdc047 | Donghe-Zhu | 2021-02-28 |
| e9a7418 | Donghe-Zhu | 2021-02-28 |
| 287123c | Donghe-Zhu | 2021-02-27 |
| 54d5b5b | Donghe-Zhu | 2021-02-27 |
| 330f064 | Donghe-Zhu | 2021-02-27 |
| adbc9bc | Donghe-Zhu | 2021-02-27 |
| 5937141 | Donghe-Zhu | 2021-02-27 |
| 4414bbf | Donghe-Zhu | 2021-02-27 |
| a265efb | Donghe-Zhu | 2021-02-27 |
| 19edd1e | Donghe-Zhu | 2021-02-27 |
| f20483f | Donghe-Zhu | 2021-02-26 |
| 6a2c7b3 | Donghe-Zhu | 2021-02-25 |
| 02b976d | Donghe-Zhu | 2021-02-24 |
| 354c224 | Donghe-Zhu | 2021-02-24 |
| 1a0a88a | Donghe-Zhu | 2021-02-24 |
| 57f701e | Donghe-Zhu | 2021-02-24 |
| 06f3149 | Donghe-Zhu | 2021-02-16 |
| e3bba84 | Donghe-Zhu | 2021-02-15 |
| 5dce4b1 | Donghe-Zhu | 2021-02-15 |
| 4469a0c | Donghe-Zhu | 2021-02-13 |
| 5ae6a69 | Donghe-Zhu | 2021-02-10 |
| 05385dc | Donghe-Zhu | 2021-02-10 |
| f791ae4 | Donghe-Zhu | 2021-02-09 |
| f71ae34 | Donghe-Zhu | 2021-02-09 |
| c011832 | Donghe-Zhu | 2021-02-09 |
| a145fa7 | Donghe-Zhu | 2021-02-09 |
| c344e42 | Donghe-Zhu | 2021-02-08 |
| 2f095d7 | Donghe-Zhu | 2021-02-07 |
| 1fad5f1 | Donghe-Zhu | 2021-02-07 |
| ca03c39 | Donghe-Zhu | 2021-02-07 |
| cd7c52c | Donghe-Zhu | 2021-02-04 |
| bcf84f4 | Donghe-Zhu | 2021-02-02 |
| 61666de | Donghe-Zhu | 2021-01-31 |
| 865b582 | Donghe-Zhu | 2021-01-31 |
| 3e68089 | Donghe-Zhu | 2021-01-31 |
| ecf335c | Donghe-Zhu | 2021-01-31 |
| a618965 | Donghe-Zhu | 2021-01-31 |
| 59e006e | Donghe-Zhu | 2021-01-31 |
| a1c8f87 | Donghe-Zhu | 2021-01-31 |
| ae5c18f | Donghe-Zhu | 2021-01-31 |
| b50fe52 | Donghe-Zhu | 2021-01-31 |
| ac99ae5 | jens-daniel-mueller | 2021-01-29 |
| b5bdcaf | Donghe-Zhu | 2021-01-29 |
| 442010d | Donghe-Zhu | 2021-01-29 |
| 372adf5 | Donghe-Zhu | 2021-01-29 |
| af8788e | Donghe-Zhu | 2021-01-29 |
| 21c91c9 | Donghe-Zhu | 2021-01-29 |
| eded038 | Donghe-Zhu | 2021-01-29 |
| 541d4dd | Donghe-Zhu | 2021-01-29 |
| 6a75576 | Donghe-Zhu | 2021-01-28 |
| 16fba40 | Donghe-Zhu | 2021-01-28 |
| 12bc567 | Donghe-Zhu | 2021-01-27 |
| ceed31b | Donghe-Zhu | 2021-01-27 |
| 342402d | Donghe-Zhu | 2021-01-27 |
| 5bad5c2 | Donghe-Zhu | 2021-01-27 |
| 61efb56 | Donghe-Zhu | 2021-01-25 |
| 48f638e | Donghe-Zhu | 2021-01-25 |
| c1cec47 | Donghe-Zhu | 2021-01-25 |
| 05ffb0c | Donghe-Zhu | 2021-01-25 |
| 8b97165 | Donghe-Zhu | 2021-01-25 |
| c569946 | Donghe-Zhu | 2021-01-24 |
| a2f0d56 | Donghe-Zhu | 2021-01-23 |
| 28509fc | Donghe-Zhu | 2021-01-23 |
| 4c28e4a | Donghe-Zhu | 2021-01-22 |
| 24cc264 | jens-daniel-mueller | 2021-01-22 |
| 7891955 | Donghe-Zhu | 2021-01-21 |
| d4cf1cb | Donghe-Zhu | 2021-01-21 |
| 1f3e5b6 | jens-daniel-mueller | 2021-01-20 |
| 0e7bdf1 | jens-daniel-mueller | 2021-01-15 |
| 4571843 | jens-daniel-mueller | 2021-01-14 |
| b3564aa | jens-daniel-mueller | 2021-01-14 |
| 8d032c3 | jens-daniel-mueller | 2021-01-14 |
| 17dee1d | jens-daniel-mueller | 2021-01-13 |
| 7cdea0c | jens-daniel-mueller | 2021-01-06 |
| fa85b93 | jens-daniel-mueller | 2021-01-06 |
| e5cb81a | Donghe-Zhu | 2021-01-05 |
| a499f10 | Donghe-Zhu | 2021-01-05 |
| fb8a752 | Donghe-Zhu | 2020-12-23 |
| 8fae0b2 | Donghe-Zhu | 2020-12-21 |
| c8b76b3 | jens-daniel-mueller | 2020-12-19 |
rm(max_rmse)6.2.2 Best models
# find max rmse to scale axis
max_rmse <-
max(c(lm_best$rmse,
lm_best$rmse_sum - lm_best$rmse))
lm_best %>%
ggplot(aes(rmse, rmse_sum - rmse, col = gamma_slab)) +
geom_point() +
scale_color_viridis_d() +
coord_equal(xlim = c(0,max_rmse),
ylim = c(0,max_rmse)) +
facet_grid(eras ~ basin)
| Version | Author | Date |
|---|---|---|
| 4dce223 | Donghe-Zhu | 2021-07-20 |
| 6f28c0c | Donghe-Zhu | 2021-07-20 |
| db1e7b7 | Donghe-Zhu | 2021-07-19 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
| 57d0420 | Donghe-Zhu | 2021-07-16 |
| c1be8f6 | Donghe-Zhu | 2021-07-16 |
| 26a7c15 | Donghe-Zhu | 2021-07-16 |
| 046902b | Donghe-Zhu | 2021-07-16 |
| 3d4ac14 | Donghe-Zhu | 2021-07-15 |
| be6fff9 | Donghe-Zhu | 2021-07-15 |
| b473472 | Donghe-Zhu | 2021-07-15 |
| 363270a | Donghe-Zhu | 2021-07-15 |
| 8b75a03 | Donghe-Zhu | 2021-07-15 |
| a01e135 | Donghe-Zhu | 2021-07-07 |
| bc83ef2 | Donghe-Zhu | 2021-07-07 |
| 75e7b07 | Donghe-Zhu | 2021-07-06 |
| 697aa6d | Donghe-Zhu | 2021-07-06 |
| d52e2de | Donghe-Zhu | 2021-07-06 |
| f2bde6b | Donghe-Zhu | 2021-07-06 |
| 1133f28 | Donghe-Zhu | 2021-07-06 |
| fe3a1cd | Donghe-Zhu | 2021-07-06 |
| d9cdf15 | Donghe-Zhu | 2021-07-06 |
| ee4cd2d | Donghe-Zhu | 2021-07-06 |
| 93821c1 | Donghe-Zhu | 2021-07-05 |
| d44db8e | Donghe-Zhu | 2021-07-05 |
| 20b3436 | Donghe-Zhu | 2021-07-05 |
| d982ea5 | Donghe-Zhu | 2021-07-05 |
| 7397e53 | Donghe-Zhu | 2021-07-05 |
| f2e4805 | Donghe-Zhu | 2021-07-05 |
| e2d011a | Donghe-Zhu | 2021-07-05 |
| 85e0349 | Donghe-Zhu | 2021-07-05 |
| 6ee0146 | Donghe-Zhu | 2021-07-05 |
| a482a6b | Donghe-Zhu | 2021-07-05 |
| f59f1b3 | Donghe-Zhu | 2021-07-05 |
| 116bcab | Donghe-Zhu | 2021-07-04 |
| cb1c8dc | Donghe-Zhu | 2021-07-04 |
| c9bdd83 | Donghe-Zhu | 2021-07-04 |
| 1920ad9 | Donghe-Zhu | 2021-07-04 |
| 0b02791 | Donghe-Zhu | 2021-06-25 |
| caf62d8 | Donghe-Zhu | 2021-06-25 |
| 90a9da5 | Donghe-Zhu | 2021-06-25 |
| bb413c8 | Donghe-Zhu | 2021-06-25 |
| e7a5266 | Donghe-Zhu | 2021-06-24 |
| 7c57720 | Donghe-Zhu | 2021-06-24 |
| b5b95a9 | Donghe-Zhu | 2021-06-24 |
| 472aad4 | Donghe-Zhu | 2021-06-24 |
| d517836 | Donghe-Zhu | 2021-06-24 |
| 9221bfe | Donghe-Zhu | 2021-06-24 |
| bff5fbf | Donghe-Zhu | 2021-06-23 |
| 256a616 | Donghe-Zhu | 2021-06-23 |
| 00072e2 | Donghe-Zhu | 2021-06-23 |
| 7431530 | Donghe-Zhu | 2021-06-20 |
| d20c383 | Donghe-Zhu | 2021-06-18 |
| b0874a2 | Donghe-Zhu | 2021-06-17 |
| 72c2f2e | Donghe-Zhu | 2021-06-15 |
| d97dcb6 | Donghe-Zhu | 2021-06-08 |
| 25dda1d | Donghe-Zhu | 2021-06-08 |
| bd2bcc3 | Donghe-Zhu | 2021-06-08 |
| e9b27d7 | Donghe-Zhu | 2021-06-07 |
| 7ae0d4b | Donghe-Zhu | 2021-06-07 |
| 325391f | Donghe-Zhu | 2021-06-07 |
| ed89970 | Donghe-Zhu | 2021-06-07 |
| df37958 | Donghe-Zhu | 2021-06-07 |
| 812bf63 | Donghe-Zhu | 2021-06-06 |
| 65c89c8 | Donghe-Zhu | 2021-06-06 |
| 9baa3b2 | Donghe-Zhu | 2021-06-06 |
| b7d99cf | Donghe-Zhu | 2021-06-06 |
| 5d8fa90 | Donghe-Zhu | 2021-06-06 |
| dbe2a95 | Donghe-Zhu | 2021-05-28 |
| d50b039 | Donghe-Zhu | 2021-05-28 |
| 441ebe5 | Donghe-Zhu | 2021-05-28 |
| 6262ad3 | Donghe-Zhu | 2021-05-28 |
| a61aa77 | Donghe-Zhu | 2021-05-28 |
| b8dbce4 | Donghe-Zhu | 2021-05-28 |
| 94a833e | Donghe-Zhu | 2021-05-27 |
| 5e0bd64 | Donghe-Zhu | 2021-05-27 |
| af1eadd | Donghe-Zhu | 2021-05-27 |
| 9179bfe | Donghe-Zhu | 2021-05-27 |
| 28cbe5e | Donghe-Zhu | 2021-05-27 |
| a618f02 | Donghe-Zhu | 2021-05-27 |
| 4623e38 | Donghe-Zhu | 2021-05-27 |
| b81bb49 | Donghe-Zhu | 2021-05-27 |
| 951e188 | Donghe-Zhu | 2021-05-27 |
| e377833 | Donghe-Zhu | 2021-05-26 |
| 2705a04 | Donghe-Zhu | 2021-03-28 |
| cd5f759 | Donghe-Zhu | 2021-03-28 |
| 75dda4d | Donghe-Zhu | 2021-03-27 |
| 0b19f6e | Donghe-Zhu | 2021-03-27 |
| e2704ca | Donghe-Zhu | 2021-03-27 |
| 3061a0b | Donghe-Zhu | 2021-03-27 |
| b883157 | Donghe-Zhu | 2021-03-27 |
| d19654d | Donghe-Zhu | 2021-03-26 |
| 6c53dbf | Donghe-Zhu | 2021-03-25 |
| 1914a11 | Donghe-Zhu | 2021-03-24 |
| 8be810e | Donghe-Zhu | 2021-03-23 |
| bf19764 | Donghe-Zhu | 2021-03-22 |
| 3ec9d3d | Donghe-Zhu | 2021-03-22 |
| 134ace1 | Donghe-Zhu | 2021-03-22 |
| f6d70a4 | Donghe-Zhu | 2021-03-22 |
| 183443b | Donghe-Zhu | 2021-03-21 |
| 2e6976b | Donghe-Zhu | 2021-03-21 |
| 51a42bd | Donghe-Zhu | 2021-03-16 |
| f745381 | Donghe-Zhu | 2021-03-16 |
| aecbf75 | Donghe-Zhu | 2021-03-14 |
| 1b2a0c2 | Donghe-Zhu | 2021-03-14 |
| 6733e48 | Donghe-Zhu | 2021-03-12 |
| ba71e6a | Donghe-Zhu | 2021-03-12 |
| 9dbf5bd | Donghe-Zhu | 2021-03-11 |
| a49df30 | Donghe-Zhu | 2021-03-11 |
| b3348a5 | Donghe-Zhu | 2021-03-11 |
| 1c24ff7 | Donghe-Zhu | 2021-03-10 |
| 94ce5a8 | Donghe-Zhu | 2021-03-10 |
| db33928 | Donghe-Zhu | 2021-03-10 |
| 3d1f470 | Donghe-Zhu | 2021-03-10 |
| 9b7bc66 | Donghe-Zhu | 2021-03-10 |
| 4168b43 | Donghe-Zhu | 2021-03-10 |
| 5365f80 | Donghe-Zhu | 2021-03-10 |
| 2b6c392 | Donghe-Zhu | 2021-03-10 |
| 9f58753 | Donghe-Zhu | 2021-03-10 |
| fd528ed | Donghe-Zhu | 2021-03-10 |
| 9d5a62c | Donghe-Zhu | 2021-03-10 |
| 5d1e70b | Donghe-Zhu | 2021-03-10 |
| 2093979 | Donghe-Zhu | 2021-03-10 |
| b865899 | Donghe-Zhu | 2021-03-10 |
| cc2a956 | Donghe-Zhu | 2021-03-10 |
| 60689fb | Donghe-Zhu | 2021-03-10 |
| dba33c8 | Donghe-Zhu | 2021-03-09 |
| 17f1c4a | Donghe-Zhu | 2021-03-09 |
| c024d1a | Donghe-Zhu | 2021-03-09 |
| 02f7242 | Donghe-Zhu | 2021-03-09 |
| 6f50bc6 | Donghe-Zhu | 2021-03-09 |
| 1691156 | Donghe-Zhu | 2021-03-08 |
| c0ceaf8 | Donghe-Zhu | 2021-03-08 |
| 058e0a1 | Donghe-Zhu | 2021-03-08 |
| 112dea0 | Donghe-Zhu | 2021-03-08 |
| 1843412 | Donghe-Zhu | 2021-03-08 |
| 3fbbfa4 | Donghe-Zhu | 2021-03-07 |
| 627c8fb | Donghe-Zhu | 2021-03-07 |
| 9ef3222 | Donghe-Zhu | 2021-03-05 |
| 8c1e978 | Donghe-Zhu | 2021-03-05 |
| 865f68c | Donghe-Zhu | 2021-03-05 |
| ee69bc1 | Donghe-Zhu | 2021-03-05 |
| a79291f | Donghe-Zhu | 2021-03-05 |
| e8c6f30 | Donghe-Zhu | 2021-03-04 |
| 59288fe | Donghe-Zhu | 2021-03-04 |
| 731abc8 | Donghe-Zhu | 2021-03-04 |
| e2a5a33 | Donghe-Zhu | 2021-03-04 |
| c7892c1 | Donghe-Zhu | 2021-03-04 |
| 924430b | Donghe-Zhu | 2021-03-03 |
| 0d0bca1 | Donghe-Zhu | 2021-03-03 |
| cb63c16 | Donghe-Zhu | 2021-03-03 |
| ffda45a | Donghe-Zhu | 2021-03-03 |
| 691ba81 | Donghe-Zhu | 2021-03-03 |
| c5e45a2 | Donghe-Zhu | 2021-03-03 |
| 89c3e58 | Donghe-Zhu | 2021-03-03 |
| c407a50 | Donghe-Zhu | 2021-03-03 |
| c911669 | Donghe-Zhu | 2021-03-03 |
| b71c719 | Donghe-Zhu | 2021-03-01 |
| 13666ca | Donghe-Zhu | 2021-03-01 |
| c6e60fe | Donghe-Zhu | 2021-03-01 |
| 7a388f7 | Donghe-Zhu | 2021-03-01 |
| 799e913 | Donghe-Zhu | 2021-03-01 |
| 66ff99f | Donghe-Zhu | 2021-03-01 |
| ac9bb7a | Donghe-Zhu | 2021-02-28 |
| efdc047 | Donghe-Zhu | 2021-02-28 |
| e9a7418 | Donghe-Zhu | 2021-02-28 |
| e152917 | Donghe-Zhu | 2021-02-28 |
| 287123c | Donghe-Zhu | 2021-02-27 |
| 54d5b5b | Donghe-Zhu | 2021-02-27 |
| 330f064 | Donghe-Zhu | 2021-02-27 |
| adbc9bc | Donghe-Zhu | 2021-02-27 |
| 5937141 | Donghe-Zhu | 2021-02-27 |
| 4414bbf | Donghe-Zhu | 2021-02-27 |
| a265efb | Donghe-Zhu | 2021-02-27 |
| 19edd1e | Donghe-Zhu | 2021-02-27 |
| f20483f | Donghe-Zhu | 2021-02-26 |
| 6a2c7b3 | Donghe-Zhu | 2021-02-25 |
| 354c224 | Donghe-Zhu | 2021-02-24 |
| 1a0a88a | Donghe-Zhu | 2021-02-24 |
| 57f701e | Donghe-Zhu | 2021-02-24 |
| 06f3149 | Donghe-Zhu | 2021-02-16 |
| 401eab3 | Donghe-Zhu | 2021-02-15 |
| e3bba84 | Donghe-Zhu | 2021-02-15 |
| 5dce4b1 | Donghe-Zhu | 2021-02-15 |
| 4469a0c | Donghe-Zhu | 2021-02-13 |
| 5ae6a69 | Donghe-Zhu | 2021-02-10 |
| 05385dc | Donghe-Zhu | 2021-02-10 |
| f791ae4 | Donghe-Zhu | 2021-02-09 |
| f71ae34 | Donghe-Zhu | 2021-02-09 |
| c011832 | Donghe-Zhu | 2021-02-09 |
| a145fa7 | Donghe-Zhu | 2021-02-09 |
| c344e42 | Donghe-Zhu | 2021-02-08 |
| 2f095d7 | Donghe-Zhu | 2021-02-07 |
| 1fad5f1 | Donghe-Zhu | 2021-02-07 |
| ca03c39 | Donghe-Zhu | 2021-02-07 |
| e2ffc14 | Donghe-Zhu | 2021-02-05 |
| cd7c52c | Donghe-Zhu | 2021-02-04 |
| bcf84f4 | Donghe-Zhu | 2021-02-02 |
| a518739 | Donghe-Zhu | 2021-02-01 |
| 61666de | Donghe-Zhu | 2021-01-31 |
| 865b582 | Donghe-Zhu | 2021-01-31 |
| 3e68089 | Donghe-Zhu | 2021-01-31 |
| ecf335c | Donghe-Zhu | 2021-01-31 |
| a618965 | Donghe-Zhu | 2021-01-31 |
| 59e006e | Donghe-Zhu | 2021-01-31 |
| a1c8f87 | Donghe-Zhu | 2021-01-31 |
| ae5c18f | Donghe-Zhu | 2021-01-31 |
| b50fe52 | Donghe-Zhu | 2021-01-31 |
| ac99ae5 | jens-daniel-mueller | 2021-01-29 |
| b5bdcaf | Donghe-Zhu | 2021-01-29 |
| 442010d | Donghe-Zhu | 2021-01-29 |
| 372adf5 | Donghe-Zhu | 2021-01-29 |
| af8788e | Donghe-Zhu | 2021-01-29 |
| 21c91c9 | Donghe-Zhu | 2021-01-29 |
| eded038 | Donghe-Zhu | 2021-01-29 |
| 541d4dd | Donghe-Zhu | 2021-01-29 |
| 6a75576 | Donghe-Zhu | 2021-01-28 |
| 16fba40 | Donghe-Zhu | 2021-01-28 |
| 12bc567 | Donghe-Zhu | 2021-01-27 |
| ceed31b | Donghe-Zhu | 2021-01-27 |
| 342402d | Donghe-Zhu | 2021-01-27 |
| 5bad5c2 | Donghe-Zhu | 2021-01-27 |
| 61efb56 | Donghe-Zhu | 2021-01-25 |
| 48f638e | Donghe-Zhu | 2021-01-25 |
| c1cec47 | Donghe-Zhu | 2021-01-25 |
| 05ffb0c | Donghe-Zhu | 2021-01-25 |
| 8b97165 | Donghe-Zhu | 2021-01-25 |
| c569946 | Donghe-Zhu | 2021-01-24 |
| a2f0d56 | Donghe-Zhu | 2021-01-23 |
| 28509fc | Donghe-Zhu | 2021-01-23 |
| 4c28e4a | Donghe-Zhu | 2021-01-22 |
| 24cc264 | jens-daniel-mueller | 2021-01-22 |
| 7891955 | Donghe-Zhu | 2021-01-21 |
| d4cf1cb | Donghe-Zhu | 2021-01-21 |
| 1f3e5b6 | jens-daniel-mueller | 2021-01-20 |
| 0e7bdf1 | jens-daniel-mueller | 2021-01-15 |
| 4571843 | jens-daniel-mueller | 2021-01-14 |
| b3564aa | jens-daniel-mueller | 2021-01-14 |
| 8d032c3 | jens-daniel-mueller | 2021-01-14 |
| 17dee1d | jens-daniel-mueller | 2021-01-13 |
| 7cdea0c | jens-daniel-mueller | 2021-01-06 |
| fa85b93 | jens-daniel-mueller | 2021-01-06 |
| e5cb81a | Donghe-Zhu | 2021-01-05 |
| a499f10 | Donghe-Zhu | 2021-01-05 |
| fb8a752 | Donghe-Zhu | 2020-12-23 |
| 8fae0b2 | Donghe-Zhu | 2020-12-21 |
| c8b76b3 | jens-daniel-mueller | 2020-12-19 |
rm(max_rmse)6.3 Predictor counts
The number of models where a particular predictor was included were counted for each basin, density slab and compared eras
# calculate cases of predictor used
lm_all_stats <- lm_best_long %>%
filter(term != "(Intercept)",
delta_coeff != 0) %>%
group_by(basin, eras, gamma_slab) %>%
count(term) %>%
ungroup() %>%
pivot_wider(values_from = n,
names_from = term,
values_fill = 0)
# print table
lm_all_stats %>%
gt(rowname_col = "gamma_slab",
groupname_col = c("basin", "eras")) %>%
summary_rows(
groups = TRUE,
fns = list(total = "sum")
)| aou | nitrate | phosphate | phosphate_star | sal | silicate | temp | |
|---|---|---|---|---|---|---|---|
| Atlantic - 1982-1999 --> 2000-2009 | |||||||
| (-Inf,26] | 10 | 10 | 5 | 8 | 4 | 5 | 5 |
| (26,26.5] | 6 | 10 | 7 | 5 | 5 | 10 | 6 |
| (26.5,26.75] | 6 | 9 | 6 | 5 | 7 | 10 | 6 |
| (26.75,27] | 8 | 9 | 5 | 3 | 7 | 9 | 7 |
| (27,27.25] | 7 | 10 | 6 | 6 | 4 | 4 | 10 |
| (27.25,27.5] | 9 | 10 | 4 | 4 | 5 | 9 | 6 |
| (27.5,27.75] | 9 | 10 | 3 | 5 | 5 | 9 | 6 |
| (27.75,27.85] | 9 | 10 | 5 | 9 | 3 | 6 | 5 |
| (27.85,27.95] | 8 | 10 | 7 | 6 | 6 | 6 | 7 |
| (27.95,27.98] | 7 | 4 | 7 | 6 | 10 | 7 | 5 |
| (27.98,28.02] | 5 | 3 | 6 | 8 | 10 | 7 | 7 |
| (28.02,28.05] | 7 | 3 | 7 | 8 | 7 | 8 | 6 |
| (28.05,28.1] | 8 | 3 | 6 | 6 | 7 | 10 | 7 |
| (28.1,28.15] | 8 | 3 | 6 | 6 | 9 | 7 | 7 |
| (28.15,28.2] | 6 | 5 | 3 | 7 | 5 | 10 | 9 |
| (28.2, Inf] | 6 | 5 | 4 | 6 | 10 | 9 | 7 |
| total | 119.00 | 114.00 | 87.00 | 98.00 | 104.00 | 126.00 | 106.00 |
| Atlantic - 2000-2009 --> 2010-2019 | |||||||
| (-Inf,26] | 10 | 10 | 5 | 8 | 4 | 5 | 5 |
| (26,26.5] | 6 | 10 | 7 | 5 | 5 | 10 | 6 |
| (26.5,26.75] | 7 | 10 | 5 | 4 | 6 | 10 | 6 |
| (26.75,27] | 8 | 9 | 5 | 4 | 6 | 10 | 6 |
| (27,27.25] | 7 | 10 | 5 | 6 | 3 | 5 | 10 |
| (27.25,27.5] | 8 | 10 | 4 | 5 | 5 | 10 | 5 |
| (27.5,27.75] | 8 | 10 | 5 | 6 | 4 | 10 | 5 |
| (27.75,27.85] | 7 | 10 | 5 | 5 | 3 | 10 | 7 |
| (27.85,27.95] | 9 | 10 | 6 | 5 | 5 | 7 | 7 |
| (27.95,27.98] | 6 | 4 | 6 | 6 | 10 | 8 | 6 |
| (27.98,28.02] | 7 | 3 | 7 | 5 | 10 | 8 | 6 |
| (28.02,28.05] | 8 | 4 | 8 | 5 | 7 | 7 | 5 |
| (28.05,28.1] | 8 | 5 | 9 | 6 | 5 | 5 | 5 |
| (28.1,28.15] | 9 | 2 | 7 | 6 | 7 | 7 | 6 |
| (28.15,28.2] | 6 | 4 | 4 | 6 | 5 | 10 | 10 |
| (28.2, Inf] | 5 | 5 | 4 | 6 | 10 | 9 | 8 |
| total | 119.00 | 116.00 | 92.00 | 88.00 | 95.00 | 131.00 | 103.00 |
| Indo-Pacific - 1982-1999 --> 2000-2009 | |||||||
| (-Inf,26] | 8 | 6 | 6 | 6 | 10 | 5 | 8 |
| (26,26.5] | 9 | 10 | 4 | 4 | 4 | 10 | 5 |
| (26.5,26.75] | 8 | 10 | 5 | 5 | 5 | 10 | 4 |
| (26.75,27] | 7 | 10 | 6 | 6 | 4 | 10 | 4 |
| (27,27.25] | 4 | 10 | 8 | 5 | 5 | 10 | 5 |
| (27.25,27.5] | 5 | 10 | 8 | 4 | 6 | 9 | 6 |
| (27.5,27.75] | 7 | 10 | 7 | 5 | 7 | 6 | 7 |
| (27.75,27.85] | 6 | 8 | 6 | 5 | 9 | 5 | 9 |
| (27.85,27.95] | 6 | 6 | 6 | 4 | 10 | 6 | 10 |
| (27.95,28.05] | 5 | 6 | 7 | 4 | 10 | 6 | 10 |
| (28.05,28.1] | 6 | 4 | 7 | 6 | 10 | 4 | 10 |
| (28.1,28.2] | 6 | 4 | 6 | 7 | 10 | 4 | 10 |
| (28.2,28.3] | 5 | 10 | 7 | 7 | 10 | 3 | 5 |
| (28.3, Inf] | 7 | 6 | 6 | 6 | 10 | 7 | 8 |
| total | 89.00 | 110.00 | 89.00 | 74.00 | 110.00 | 95.00 | 101.00 |
| Indo-Pacific - 2000-2009 --> 2010-2019 | |||||||
| (-Inf,26] | 8 | 7 | 6 | 5 | 10 | 5 | 8 |
| (26,26.5] | 8 | 10 | 5 | 4 | 4 | 10 | 6 |
| (26.5,26.75] | 7 | 10 | 6 | 6 | 4 | 10 | 4 |
| (26.75,27] | 7 | 10 | 6 | 6 | 4 | 10 | 4 |
| (27,27.25] | 4 | 10 | 8 | 5 | 5 | 10 | 5 |
| (27.25,27.5] | 5 | 10 | 7 | 6 | 8 | 7 | 6 |
| (27.5,27.75] | 7 | 10 | 6 | 5 | 5 | 7 | 9 |
| (27.75,27.85] | 7 | 10 | 6 | 5 | 6 | 6 | 9 |
| (27.85,27.95] | 8 | 10 | 6 | 5 | 6 | 5 | 8 |
| (27.95,28.05] | 7 | 8 | 6 | 4 | 9 | 5 | 9 |
| (28.05,28.1] | 7 | 4 | 6 | 6 | 10 | 4 | 10 |
| (28.1,28.2] | 7 | 4 | 6 | 7 | 10 | 4 | 9 |
| (28.2,28.3] | 7 | 10 | 7 | 8 | 4 | 4 | 8 |
| (28.3, Inf] | 7 | 7 | 6 | 7 | 10 | 5 | 6 |
| total | 96.00 | 120.00 | 87.00 | 79.00 | 95.00 | 92.00 | 101.00 |
6.4 RMSE alternatives
AIC is an alternative criterion to RMSE to judge model quality, but not (yet) taken into account.
lm_all_fitted_wide_eras %>%
ggplot(aes(rmse, aic, col = gamma_slab)) +
geom_point() +
scale_color_viridis_d() +
facet_grid(eras~basin)
| Version | Author | Date |
|---|---|---|
| 4dce223 | Donghe-Zhu | 2021-07-20 |
| 6f28c0c | Donghe-Zhu | 2021-07-20 |
| db1e7b7 | Donghe-Zhu | 2021-07-19 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
| 57d0420 | Donghe-Zhu | 2021-07-16 |
| c1be8f6 | Donghe-Zhu | 2021-07-16 |
| 26a7c15 | Donghe-Zhu | 2021-07-16 |
| 046902b | Donghe-Zhu | 2021-07-16 |
| 3d4ac14 | Donghe-Zhu | 2021-07-15 |
| be6fff9 | Donghe-Zhu | 2021-07-15 |
| b473472 | Donghe-Zhu | 2021-07-15 |
| 363270a | Donghe-Zhu | 2021-07-15 |
| 8b75a03 | Donghe-Zhu | 2021-07-15 |
| a01e135 | Donghe-Zhu | 2021-07-07 |
| bc83ef2 | Donghe-Zhu | 2021-07-07 |
| 75e7b07 | Donghe-Zhu | 2021-07-06 |
| 697aa6d | Donghe-Zhu | 2021-07-06 |
| d52e2de | Donghe-Zhu | 2021-07-06 |
| f2bde6b | Donghe-Zhu | 2021-07-06 |
| 1133f28 | Donghe-Zhu | 2021-07-06 |
| fe3a1cd | Donghe-Zhu | 2021-07-06 |
| d9cdf15 | Donghe-Zhu | 2021-07-06 |
| ee4cd2d | Donghe-Zhu | 2021-07-06 |
| 93821c1 | Donghe-Zhu | 2021-07-05 |
| d44db8e | Donghe-Zhu | 2021-07-05 |
| 20b3436 | Donghe-Zhu | 2021-07-05 |
| d982ea5 | Donghe-Zhu | 2021-07-05 |
| 7397e53 | Donghe-Zhu | 2021-07-05 |
| f2e4805 | Donghe-Zhu | 2021-07-05 |
| e2d011a | Donghe-Zhu | 2021-07-05 |
| 85e0349 | Donghe-Zhu | 2021-07-05 |
| 6ee0146 | Donghe-Zhu | 2021-07-05 |
| a482a6b | Donghe-Zhu | 2021-07-05 |
| f59f1b3 | Donghe-Zhu | 2021-07-05 |
| 116bcab | Donghe-Zhu | 2021-07-04 |
| cb1c8dc | Donghe-Zhu | 2021-07-04 |
| c9bdd83 | Donghe-Zhu | 2021-07-04 |
| 1920ad9 | Donghe-Zhu | 2021-07-04 |
| 0b02791 | Donghe-Zhu | 2021-06-25 |
| caf62d8 | Donghe-Zhu | 2021-06-25 |
| 90a9da5 | Donghe-Zhu | 2021-06-25 |
| bb413c8 | Donghe-Zhu | 2021-06-25 |
| e7a5266 | Donghe-Zhu | 2021-06-24 |
| 7c57720 | Donghe-Zhu | 2021-06-24 |
| b5b95a9 | Donghe-Zhu | 2021-06-24 |
| 472aad4 | Donghe-Zhu | 2021-06-24 |
| d517836 | Donghe-Zhu | 2021-06-24 |
| 9221bfe | Donghe-Zhu | 2021-06-24 |
| bff5fbf | Donghe-Zhu | 2021-06-23 |
| 256a616 | Donghe-Zhu | 2021-06-23 |
| 00072e2 | Donghe-Zhu | 2021-06-23 |
| 7431530 | Donghe-Zhu | 2021-06-20 |
| d20c383 | Donghe-Zhu | 2021-06-18 |
| b0874a2 | Donghe-Zhu | 2021-06-17 |
| 72c2f2e | Donghe-Zhu | 2021-06-15 |
| d97dcb6 | Donghe-Zhu | 2021-06-08 |
| 25dda1d | Donghe-Zhu | 2021-06-08 |
| bd2bcc3 | Donghe-Zhu | 2021-06-08 |
| e9b27d7 | Donghe-Zhu | 2021-06-07 |
| 7ae0d4b | Donghe-Zhu | 2021-06-07 |
| 325391f | Donghe-Zhu | 2021-06-07 |
| ed89970 | Donghe-Zhu | 2021-06-07 |
| df37958 | Donghe-Zhu | 2021-06-07 |
| 812bf63 | Donghe-Zhu | 2021-06-06 |
| 65c89c8 | Donghe-Zhu | 2021-06-06 |
| 9baa3b2 | Donghe-Zhu | 2021-06-06 |
| b7d99cf | Donghe-Zhu | 2021-06-06 |
| 5d8fa90 | Donghe-Zhu | 2021-06-06 |
| dbe2a95 | Donghe-Zhu | 2021-05-28 |
| d50b039 | Donghe-Zhu | 2021-05-28 |
| 441ebe5 | Donghe-Zhu | 2021-05-28 |
| 6262ad3 | Donghe-Zhu | 2021-05-28 |
| a61aa77 | Donghe-Zhu | 2021-05-28 |
| b8dbce4 | Donghe-Zhu | 2021-05-28 |
| 94a833e | Donghe-Zhu | 2021-05-27 |
| 5e0bd64 | Donghe-Zhu | 2021-05-27 |
| af1eadd | Donghe-Zhu | 2021-05-27 |
| 9179bfe | Donghe-Zhu | 2021-05-27 |
| 28cbe5e | Donghe-Zhu | 2021-05-27 |
| a618f02 | Donghe-Zhu | 2021-05-27 |
| 4623e38 | Donghe-Zhu | 2021-05-27 |
| b81bb49 | Donghe-Zhu | 2021-05-27 |
| 951e188 | Donghe-Zhu | 2021-05-27 |
| e377833 | Donghe-Zhu | 2021-05-26 |
| 2705a04 | Donghe-Zhu | 2021-03-28 |
| cd5f759 | Donghe-Zhu | 2021-03-28 |
| 75dda4d | Donghe-Zhu | 2021-03-27 |
| 0b19f6e | Donghe-Zhu | 2021-03-27 |
| e2704ca | Donghe-Zhu | 2021-03-27 |
| 3061a0b | Donghe-Zhu | 2021-03-27 |
| b883157 | Donghe-Zhu | 2021-03-27 |
| d19654d | Donghe-Zhu | 2021-03-26 |
| 6c53dbf | Donghe-Zhu | 2021-03-25 |
| 1914a11 | Donghe-Zhu | 2021-03-24 |
| 8be810e | Donghe-Zhu | 2021-03-23 |
| bf19764 | Donghe-Zhu | 2021-03-22 |
| 3ec9d3d | Donghe-Zhu | 2021-03-22 |
| 134ace1 | Donghe-Zhu | 2021-03-22 |
| f6d70a4 | Donghe-Zhu | 2021-03-22 |
| 183443b | Donghe-Zhu | 2021-03-21 |
| 2e6976b | Donghe-Zhu | 2021-03-21 |
| 51a42bd | Donghe-Zhu | 2021-03-16 |
| f745381 | Donghe-Zhu | 2021-03-16 |
| aecbf75 | Donghe-Zhu | 2021-03-14 |
| 1b2a0c2 | Donghe-Zhu | 2021-03-14 |
| 6733e48 | Donghe-Zhu | 2021-03-12 |
| ba71e6a | Donghe-Zhu | 2021-03-12 |
| 9dbf5bd | Donghe-Zhu | 2021-03-11 |
| a49df30 | Donghe-Zhu | 2021-03-11 |
| b3348a5 | Donghe-Zhu | 2021-03-11 |
| 1c24ff7 | Donghe-Zhu | 2021-03-10 |
| 94ce5a8 | Donghe-Zhu | 2021-03-10 |
| db33928 | Donghe-Zhu | 2021-03-10 |
| 3d1f470 | Donghe-Zhu | 2021-03-10 |
| 9b7bc66 | Donghe-Zhu | 2021-03-10 |
| 5365f80 | Donghe-Zhu | 2021-03-10 |
| 2b6c392 | Donghe-Zhu | 2021-03-10 |
| 9f58753 | Donghe-Zhu | 2021-03-10 |
| 9d5a62c | Donghe-Zhu | 2021-03-10 |
| 5d1e70b | Donghe-Zhu | 2021-03-10 |
| 2093979 | Donghe-Zhu | 2021-03-10 |
| b865899 | Donghe-Zhu | 2021-03-10 |
| cc2a956 | Donghe-Zhu | 2021-03-10 |
| dba33c8 | Donghe-Zhu | 2021-03-09 |
| 17f1c4a | Donghe-Zhu | 2021-03-09 |
| c024d1a | Donghe-Zhu | 2021-03-09 |
| 02f7242 | Donghe-Zhu | 2021-03-09 |
| 1691156 | Donghe-Zhu | 2021-03-08 |
| c0ceaf8 | Donghe-Zhu | 2021-03-08 |
| 058e0a1 | Donghe-Zhu | 2021-03-08 |
| 112dea0 | Donghe-Zhu | 2021-03-08 |
| 1843412 | Donghe-Zhu | 2021-03-08 |
| 3fbbfa4 | Donghe-Zhu | 2021-03-07 |
| 627c8fb | Donghe-Zhu | 2021-03-07 |
| 9ef3222 | Donghe-Zhu | 2021-03-05 |
| 8c1e978 | Donghe-Zhu | 2021-03-05 |
| 865f68c | Donghe-Zhu | 2021-03-05 |
| ee69bc1 | Donghe-Zhu | 2021-03-05 |
| a79291f | Donghe-Zhu | 2021-03-05 |
| e8c6f30 | Donghe-Zhu | 2021-03-04 |
| 59288fe | Donghe-Zhu | 2021-03-04 |
| 731abc8 | Donghe-Zhu | 2021-03-04 |
| e2a5a33 | Donghe-Zhu | 2021-03-04 |
| c7892c1 | Donghe-Zhu | 2021-03-04 |
| 924430b | Donghe-Zhu | 2021-03-03 |
| 0d0bca1 | Donghe-Zhu | 2021-03-03 |
| cb63c16 | Donghe-Zhu | 2021-03-03 |
| ffda45a | Donghe-Zhu | 2021-03-03 |
| 691ba81 | Donghe-Zhu | 2021-03-03 |
| c5e45a2 | Donghe-Zhu | 2021-03-03 |
| 89c3e58 | Donghe-Zhu | 2021-03-03 |
| c911669 | Donghe-Zhu | 2021-03-03 |
| 13666ca | Donghe-Zhu | 2021-03-01 |
| c6e60fe | Donghe-Zhu | 2021-03-01 |
| 7a388f7 | Donghe-Zhu | 2021-03-01 |
| 799e913 | Donghe-Zhu | 2021-03-01 |
| 66ff99f | Donghe-Zhu | 2021-03-01 |
| ac9bb7a | Donghe-Zhu | 2021-02-28 |
| efdc047 | Donghe-Zhu | 2021-02-28 |
| e9a7418 | Donghe-Zhu | 2021-02-28 |
| 287123c | Donghe-Zhu | 2021-02-27 |
| 54d5b5b | Donghe-Zhu | 2021-02-27 |
| 330f064 | Donghe-Zhu | 2021-02-27 |
| adbc9bc | Donghe-Zhu | 2021-02-27 |
| 5937141 | Donghe-Zhu | 2021-02-27 |
| 4414bbf | Donghe-Zhu | 2021-02-27 |
| a265efb | Donghe-Zhu | 2021-02-27 |
| 19edd1e | Donghe-Zhu | 2021-02-27 |
| f20483f | Donghe-Zhu | 2021-02-26 |
| 6a2c7b3 | Donghe-Zhu | 2021-02-25 |
| 02b976d | Donghe-Zhu | 2021-02-24 |
| 354c224 | Donghe-Zhu | 2021-02-24 |
| 1a0a88a | Donghe-Zhu | 2021-02-24 |
| 57f701e | Donghe-Zhu | 2021-02-24 |
| 06f3149 | Donghe-Zhu | 2021-02-16 |
| e3bba84 | Donghe-Zhu | 2021-02-15 |
| 5dce4b1 | Donghe-Zhu | 2021-02-15 |
| 4469a0c | Donghe-Zhu | 2021-02-13 |
| 5ae6a69 | Donghe-Zhu | 2021-02-10 |
| 05385dc | Donghe-Zhu | 2021-02-10 |
| f791ae4 | Donghe-Zhu | 2021-02-09 |
| f71ae34 | Donghe-Zhu | 2021-02-09 |
| c011832 | Donghe-Zhu | 2021-02-09 |
| a145fa7 | Donghe-Zhu | 2021-02-09 |
| c344e42 | Donghe-Zhu | 2021-02-08 |
| 2f095d7 | Donghe-Zhu | 2021-02-07 |
| 1fad5f1 | Donghe-Zhu | 2021-02-07 |
| ca03c39 | Donghe-Zhu | 2021-02-07 |
| cd7c52c | Donghe-Zhu | 2021-02-04 |
| bcf84f4 | Donghe-Zhu | 2021-02-02 |
| 61666de | Donghe-Zhu | 2021-01-31 |
| 865b582 | Donghe-Zhu | 2021-01-31 |
| 3e68089 | Donghe-Zhu | 2021-01-31 |
| ecf335c | Donghe-Zhu | 2021-01-31 |
| a618965 | Donghe-Zhu | 2021-01-31 |
| 59e006e | Donghe-Zhu | 2021-01-31 |
| a1c8f87 | Donghe-Zhu | 2021-01-31 |
| ae5c18f | Donghe-Zhu | 2021-01-31 |
| b50fe52 | Donghe-Zhu | 2021-01-31 |
| ac99ae5 | jens-daniel-mueller | 2021-01-29 |
| b5bdcaf | Donghe-Zhu | 2021-01-29 |
| 442010d | Donghe-Zhu | 2021-01-29 |
| 372adf5 | Donghe-Zhu | 2021-01-29 |
| af8788e | Donghe-Zhu | 2021-01-29 |
| 21c91c9 | Donghe-Zhu | 2021-01-29 |
| eded038 | Donghe-Zhu | 2021-01-29 |
| 541d4dd | Donghe-Zhu | 2021-01-29 |
| 6a75576 | Donghe-Zhu | 2021-01-28 |
| 16fba40 | Donghe-Zhu | 2021-01-28 |
| 12bc567 | Donghe-Zhu | 2021-01-27 |
| ceed31b | Donghe-Zhu | 2021-01-27 |
| 342402d | Donghe-Zhu | 2021-01-27 |
| 5bad5c2 | Donghe-Zhu | 2021-01-27 |
| 61efb56 | Donghe-Zhu | 2021-01-25 |
| 48f638e | Donghe-Zhu | 2021-01-25 |
| c1cec47 | Donghe-Zhu | 2021-01-25 |
| 05ffb0c | Donghe-Zhu | 2021-01-25 |
| 8b97165 | Donghe-Zhu | 2021-01-25 |
| c569946 | Donghe-Zhu | 2021-01-24 |
| a2f0d56 | Donghe-Zhu | 2021-01-23 |
| 28509fc | Donghe-Zhu | 2021-01-23 |
| 4c28e4a | Donghe-Zhu | 2021-01-22 |
| 24cc264 | jens-daniel-mueller | 2021-01-22 |
| 7891955 | Donghe-Zhu | 2021-01-21 |
| d4cf1cb | Donghe-Zhu | 2021-01-21 |
| 1f3e5b6 | jens-daniel-mueller | 2021-01-20 |
| 0e7bdf1 | jens-daniel-mueller | 2021-01-15 |
| 4571843 | jens-daniel-mueller | 2021-01-14 |
| b3564aa | jens-daniel-mueller | 2021-01-14 |
| 8d032c3 | jens-daniel-mueller | 2021-01-14 |
| 17dee1d | jens-daniel-mueller | 2021-01-13 |
| 7cdea0c | jens-daniel-mueller | 2021-01-06 |
| fa85b93 | jens-daniel-mueller | 2021-01-06 |
| e5cb81a | Donghe-Zhu | 2021-01-05 |
| a499f10 | Donghe-Zhu | 2021-01-05 |
| fb8a752 | Donghe-Zhu | 2020-12-23 |
| 8fae0b2 | Donghe-Zhu | 2020-12-21 |
| c8b76b3 | jens-daniel-mueller | 2020-12-19 |
lm_best %>%
ggplot(aes(rmse, aic, col = gamma_slab)) +
geom_point() +
scale_color_viridis_d() +
facet_grid(eras~basin)
| Version | Author | Date |
|---|---|---|
| 4dce223 | Donghe-Zhu | 2021-07-20 |
| 6f28c0c | Donghe-Zhu | 2021-07-20 |
| db1e7b7 | Donghe-Zhu | 2021-07-19 |
| ff0575d | Donghe-Zhu | 2021-07-19 |
| 5d60eac | Donghe-Zhu | 2021-07-19 |
| 57d0420 | Donghe-Zhu | 2021-07-16 |
| c1be8f6 | Donghe-Zhu | 2021-07-16 |
| 26a7c15 | Donghe-Zhu | 2021-07-16 |
| 046902b | Donghe-Zhu | 2021-07-16 |
| 3d4ac14 | Donghe-Zhu | 2021-07-15 |
| be6fff9 | Donghe-Zhu | 2021-07-15 |
| b473472 | Donghe-Zhu | 2021-07-15 |
| 363270a | Donghe-Zhu | 2021-07-15 |
| 8b75a03 | Donghe-Zhu | 2021-07-15 |
| a01e135 | Donghe-Zhu | 2021-07-07 |
| bc83ef2 | Donghe-Zhu | 2021-07-07 |
| 75e7b07 | Donghe-Zhu | 2021-07-06 |
| 697aa6d | Donghe-Zhu | 2021-07-06 |
| d52e2de | Donghe-Zhu | 2021-07-06 |
| f2bde6b | Donghe-Zhu | 2021-07-06 |
| 1133f28 | Donghe-Zhu | 2021-07-06 |
| fe3a1cd | Donghe-Zhu | 2021-07-06 |
| d9cdf15 | Donghe-Zhu | 2021-07-06 |
| ee4cd2d | Donghe-Zhu | 2021-07-06 |
| 93821c1 | Donghe-Zhu | 2021-07-05 |
| d44db8e | Donghe-Zhu | 2021-07-05 |
| 20b3436 | Donghe-Zhu | 2021-07-05 |
| d982ea5 | Donghe-Zhu | 2021-07-05 |
| 7397e53 | Donghe-Zhu | 2021-07-05 |
| f2e4805 | Donghe-Zhu | 2021-07-05 |
| e2d011a | Donghe-Zhu | 2021-07-05 |
| 85e0349 | Donghe-Zhu | 2021-07-05 |
| 6ee0146 | Donghe-Zhu | 2021-07-05 |
| a482a6b | Donghe-Zhu | 2021-07-05 |
| f59f1b3 | Donghe-Zhu | 2021-07-05 |
| 116bcab | Donghe-Zhu | 2021-07-04 |
| cb1c8dc | Donghe-Zhu | 2021-07-04 |
| c9bdd83 | Donghe-Zhu | 2021-07-04 |
| 1920ad9 | Donghe-Zhu | 2021-07-04 |
| 0b02791 | Donghe-Zhu | 2021-06-25 |
| caf62d8 | Donghe-Zhu | 2021-06-25 |
| 90a9da5 | Donghe-Zhu | 2021-06-25 |
| bb413c8 | Donghe-Zhu | 2021-06-25 |
| e7a5266 | Donghe-Zhu | 2021-06-24 |
| 7c57720 | Donghe-Zhu | 2021-06-24 |
| b5b95a9 | Donghe-Zhu | 2021-06-24 |
| 472aad4 | Donghe-Zhu | 2021-06-24 |
| d517836 | Donghe-Zhu | 2021-06-24 |
| 9221bfe | Donghe-Zhu | 2021-06-24 |
| bff5fbf | Donghe-Zhu | 2021-06-23 |
| 256a616 | Donghe-Zhu | 2021-06-23 |
| 00072e2 | Donghe-Zhu | 2021-06-23 |
| 7431530 | Donghe-Zhu | 2021-06-20 |
| d20c383 | Donghe-Zhu | 2021-06-18 |
| b0874a2 | Donghe-Zhu | 2021-06-17 |
| 72c2f2e | Donghe-Zhu | 2021-06-15 |
| d97dcb6 | Donghe-Zhu | 2021-06-08 |
| 25dda1d | Donghe-Zhu | 2021-06-08 |
| bd2bcc3 | Donghe-Zhu | 2021-06-08 |
| e9b27d7 | Donghe-Zhu | 2021-06-07 |
| 7ae0d4b | Donghe-Zhu | 2021-06-07 |
| 325391f | Donghe-Zhu | 2021-06-07 |
| ed89970 | Donghe-Zhu | 2021-06-07 |
| df37958 | Donghe-Zhu | 2021-06-07 |
| 812bf63 | Donghe-Zhu | 2021-06-06 |
| 65c89c8 | Donghe-Zhu | 2021-06-06 |
| 9baa3b2 | Donghe-Zhu | 2021-06-06 |
| b7d99cf | Donghe-Zhu | 2021-06-06 |
| 5d8fa90 | Donghe-Zhu | 2021-06-06 |
| dbe2a95 | Donghe-Zhu | 2021-05-28 |
| d50b039 | Donghe-Zhu | 2021-05-28 |
| 441ebe5 | Donghe-Zhu | 2021-05-28 |
| 6262ad3 | Donghe-Zhu | 2021-05-28 |
| a61aa77 | Donghe-Zhu | 2021-05-28 |
| b8dbce4 | Donghe-Zhu | 2021-05-28 |
| 94a833e | Donghe-Zhu | 2021-05-27 |
| 5e0bd64 | Donghe-Zhu | 2021-05-27 |
| af1eadd | Donghe-Zhu | 2021-05-27 |
| 9179bfe | Donghe-Zhu | 2021-05-27 |
| 28cbe5e | Donghe-Zhu | 2021-05-27 |
| a618f02 | Donghe-Zhu | 2021-05-27 |
| 4623e38 | Donghe-Zhu | 2021-05-27 |
| b81bb49 | Donghe-Zhu | 2021-05-27 |
| 951e188 | Donghe-Zhu | 2021-05-27 |
| e377833 | Donghe-Zhu | 2021-05-26 |
| 2705a04 | Donghe-Zhu | 2021-03-28 |
| cd5f759 | Donghe-Zhu | 2021-03-28 |
| 75dda4d | Donghe-Zhu | 2021-03-27 |
| 0b19f6e | Donghe-Zhu | 2021-03-27 |
| e2704ca | Donghe-Zhu | 2021-03-27 |
| 3061a0b | Donghe-Zhu | 2021-03-27 |
| b883157 | Donghe-Zhu | 2021-03-27 |
| d19654d | Donghe-Zhu | 2021-03-26 |
| 6c53dbf | Donghe-Zhu | 2021-03-25 |
| 1914a11 | Donghe-Zhu | 2021-03-24 |
| 8be810e | Donghe-Zhu | 2021-03-23 |
| bf19764 | Donghe-Zhu | 2021-03-22 |
| 3ec9d3d | Donghe-Zhu | 2021-03-22 |
| 134ace1 | Donghe-Zhu | 2021-03-22 |
| f6d70a4 | Donghe-Zhu | 2021-03-22 |
| 183443b | Donghe-Zhu | 2021-03-21 |
| 2e6976b | Donghe-Zhu | 2021-03-21 |
| 51a42bd | Donghe-Zhu | 2021-03-16 |
| f745381 | Donghe-Zhu | 2021-03-16 |
| aecbf75 | Donghe-Zhu | 2021-03-14 |
| 1b2a0c2 | Donghe-Zhu | 2021-03-14 |
| 6733e48 | Donghe-Zhu | 2021-03-12 |
| ba71e6a | Donghe-Zhu | 2021-03-12 |
| 9dbf5bd | Donghe-Zhu | 2021-03-11 |
| a49df30 | Donghe-Zhu | 2021-03-11 |
| b3348a5 | Donghe-Zhu | 2021-03-11 |
| 1c24ff7 | Donghe-Zhu | 2021-03-10 |
| 94ce5a8 | Donghe-Zhu | 2021-03-10 |
| db33928 | Donghe-Zhu | 2021-03-10 |
| 3d1f470 | Donghe-Zhu | 2021-03-10 |
| 9b7bc66 | Donghe-Zhu | 2021-03-10 |
| 4168b43 | Donghe-Zhu | 2021-03-10 |
| 5365f80 | Donghe-Zhu | 2021-03-10 |
| 2b6c392 | Donghe-Zhu | 2021-03-10 |
| 9f58753 | Donghe-Zhu | 2021-03-10 |
| fd528ed | Donghe-Zhu | 2021-03-10 |
| 9d5a62c | Donghe-Zhu | 2021-03-10 |
| 5d1e70b | Donghe-Zhu | 2021-03-10 |
| 2093979 | Donghe-Zhu | 2021-03-10 |
| b865899 | Donghe-Zhu | 2021-03-10 |
| cc2a956 | Donghe-Zhu | 2021-03-10 |
| 60689fb | Donghe-Zhu | 2021-03-10 |
| dba33c8 | Donghe-Zhu | 2021-03-09 |
| 17f1c4a | Donghe-Zhu | 2021-03-09 |
| c024d1a | Donghe-Zhu | 2021-03-09 |
| 02f7242 | Donghe-Zhu | 2021-03-09 |
| 6f50bc6 | Donghe-Zhu | 2021-03-09 |
| 1691156 | Donghe-Zhu | 2021-03-08 |
| c0ceaf8 | Donghe-Zhu | 2021-03-08 |
| 058e0a1 | Donghe-Zhu | 2021-03-08 |
| 112dea0 | Donghe-Zhu | 2021-03-08 |
| 1843412 | Donghe-Zhu | 2021-03-08 |
| 3fbbfa4 | Donghe-Zhu | 2021-03-07 |
| 627c8fb | Donghe-Zhu | 2021-03-07 |
| 9ef3222 | Donghe-Zhu | 2021-03-05 |
| 8c1e978 | Donghe-Zhu | 2021-03-05 |
| 865f68c | Donghe-Zhu | 2021-03-05 |
| ee69bc1 | Donghe-Zhu | 2021-03-05 |
| a79291f | Donghe-Zhu | 2021-03-05 |
| e8c6f30 | Donghe-Zhu | 2021-03-04 |
| 59288fe | Donghe-Zhu | 2021-03-04 |
| 731abc8 | Donghe-Zhu | 2021-03-04 |
| e2a5a33 | Donghe-Zhu | 2021-03-04 |
| c7892c1 | Donghe-Zhu | 2021-03-04 |
| 924430b | Donghe-Zhu | 2021-03-03 |
| 0d0bca1 | Donghe-Zhu | 2021-03-03 |
| cb63c16 | Donghe-Zhu | 2021-03-03 |
| ffda45a | Donghe-Zhu | 2021-03-03 |
| 691ba81 | Donghe-Zhu | 2021-03-03 |
| c5e45a2 | Donghe-Zhu | 2021-03-03 |
| 89c3e58 | Donghe-Zhu | 2021-03-03 |
| c407a50 | Donghe-Zhu | 2021-03-03 |
| c911669 | Donghe-Zhu | 2021-03-03 |
| b71c719 | Donghe-Zhu | 2021-03-01 |
| 13666ca | Donghe-Zhu | 2021-03-01 |
| c6e60fe | Donghe-Zhu | 2021-03-01 |
| 7a388f7 | Donghe-Zhu | 2021-03-01 |
| 799e913 | Donghe-Zhu | 2021-03-01 |
| 66ff99f | Donghe-Zhu | 2021-03-01 |
| ac9bb7a | Donghe-Zhu | 2021-02-28 |
| efdc047 | Donghe-Zhu | 2021-02-28 |
| e9a7418 | Donghe-Zhu | 2021-02-28 |
| e152917 | Donghe-Zhu | 2021-02-28 |
| 287123c | Donghe-Zhu | 2021-02-27 |
| 54d5b5b | Donghe-Zhu | 2021-02-27 |
| 330f064 | Donghe-Zhu | 2021-02-27 |
| adbc9bc | Donghe-Zhu | 2021-02-27 |
| 5937141 | Donghe-Zhu | 2021-02-27 |
| 4414bbf | Donghe-Zhu | 2021-02-27 |
| a265efb | Donghe-Zhu | 2021-02-27 |
| 19edd1e | Donghe-Zhu | 2021-02-27 |
| f20483f | Donghe-Zhu | 2021-02-26 |
| 6a2c7b3 | Donghe-Zhu | 2021-02-25 |
| 354c224 | Donghe-Zhu | 2021-02-24 |
| 1a0a88a | Donghe-Zhu | 2021-02-24 |
| 57f701e | Donghe-Zhu | 2021-02-24 |
| 06f3149 | Donghe-Zhu | 2021-02-16 |
| 401eab3 | Donghe-Zhu | 2021-02-15 |
| e3bba84 | Donghe-Zhu | 2021-02-15 |
| 5dce4b1 | Donghe-Zhu | 2021-02-15 |
| 4469a0c | Donghe-Zhu | 2021-02-13 |
| 5ae6a69 | Donghe-Zhu | 2021-02-10 |
| 05385dc | Donghe-Zhu | 2021-02-10 |
| f791ae4 | Donghe-Zhu | 2021-02-09 |
| f71ae34 | Donghe-Zhu | 2021-02-09 |
| c011832 | Donghe-Zhu | 2021-02-09 |
| a145fa7 | Donghe-Zhu | 2021-02-09 |
| c344e42 | Donghe-Zhu | 2021-02-08 |
| 2f095d7 | Donghe-Zhu | 2021-02-07 |
| 1fad5f1 | Donghe-Zhu | 2021-02-07 |
| ca03c39 | Donghe-Zhu | 2021-02-07 |
| e2ffc14 | Donghe-Zhu | 2021-02-05 |
| cd7c52c | Donghe-Zhu | 2021-02-04 |
| bcf84f4 | Donghe-Zhu | 2021-02-02 |
| a518739 | Donghe-Zhu | 2021-02-01 |
| 61666de | Donghe-Zhu | 2021-01-31 |
| 865b582 | Donghe-Zhu | 2021-01-31 |
| 3e68089 | Donghe-Zhu | 2021-01-31 |
| ecf335c | Donghe-Zhu | 2021-01-31 |
| a618965 | Donghe-Zhu | 2021-01-31 |
| 59e006e | Donghe-Zhu | 2021-01-31 |
| a1c8f87 | Donghe-Zhu | 2021-01-31 |
| ae5c18f | Donghe-Zhu | 2021-01-31 |
| b50fe52 | Donghe-Zhu | 2021-01-31 |
| ac99ae5 | jens-daniel-mueller | 2021-01-29 |
| b5bdcaf | Donghe-Zhu | 2021-01-29 |
| 442010d | Donghe-Zhu | 2021-01-29 |
| 372adf5 | Donghe-Zhu | 2021-01-29 |
| af8788e | Donghe-Zhu | 2021-01-29 |
| 21c91c9 | Donghe-Zhu | 2021-01-29 |
| eded038 | Donghe-Zhu | 2021-01-29 |
| 541d4dd | Donghe-Zhu | 2021-01-29 |
| 6a75576 | Donghe-Zhu | 2021-01-28 |
| 16fba40 | Donghe-Zhu | 2021-01-28 |
| 12bc567 | Donghe-Zhu | 2021-01-27 |
| ceed31b | Donghe-Zhu | 2021-01-27 |
| 342402d | Donghe-Zhu | 2021-01-27 |
| 5bad5c2 | Donghe-Zhu | 2021-01-27 |
| 61efb56 | Donghe-Zhu | 2021-01-25 |
| 48f638e | Donghe-Zhu | 2021-01-25 |
| c1cec47 | Donghe-Zhu | 2021-01-25 |
| 05ffb0c | Donghe-Zhu | 2021-01-25 |
| 8b97165 | Donghe-Zhu | 2021-01-25 |
| c569946 | Donghe-Zhu | 2021-01-24 |
| a2f0d56 | Donghe-Zhu | 2021-01-23 |
| 28509fc | Donghe-Zhu | 2021-01-23 |
| 4c28e4a | Donghe-Zhu | 2021-01-22 |
| 24cc264 | jens-daniel-mueller | 2021-01-22 |
| 7891955 | Donghe-Zhu | 2021-01-21 |
| d4cf1cb | Donghe-Zhu | 2021-01-21 |
| 1f3e5b6 | jens-daniel-mueller | 2021-01-20 |
| 0e7bdf1 | jens-daniel-mueller | 2021-01-15 |
| 4571843 | jens-daniel-mueller | 2021-01-14 |
| b3564aa | jens-daniel-mueller | 2021-01-14 |
| 8d032c3 | jens-daniel-mueller | 2021-01-14 |
| 17dee1d | jens-daniel-mueller | 2021-01-13 |
| 7cdea0c | jens-daniel-mueller | 2021-01-06 |
| fa85b93 | jens-daniel-mueller | 2021-01-06 |
| e5cb81a | Donghe-Zhu | 2021-01-05 |
| a499f10 | Donghe-Zhu | 2021-01-05 |
| fb8a752 | Donghe-Zhu | 2020-12-23 |
| 8fae0b2 | Donghe-Zhu | 2020-12-21 |
| c8b76b3 | jens-daniel-mueller | 2020-12-19 |
sessionInfo()R version 4.0.3 (2020-10-10)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: openSUSE Leap 15.2
Matrix products: default
BLAS: /usr/local/R-4.0.3/lib64/R/lib/libRblas.so
LAPACK: /usr/local/R-4.0.3/lib64/R/lib/libRlapack.so
locale:
[1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C
[3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8
[5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
[7] LC_PAPER=en_US.UTF-8 LC_NAME=C
[9] LC_ADDRESS=C LC_TELEPHONE=C
[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] car_3.0-10 carData_3.0-4 gt_0.2.2 corrr_0.4.3
[5] broom_0.7.5 kableExtra_1.3.1 knitr_1.30 olsrr_0.5.3
[9] GGally_2.0.0 lubridate_1.7.9 ggforce_0.3.3 metR_0.9.0
[13] scico_1.2.0 patchwork_1.1.1 collapse_1.5.0 forcats_0.5.0
[17] stringr_1.4.0 dplyr_1.0.5 purrr_0.3.4 readr_1.4.0
[21] tidyr_1.1.2 tibble_3.0.4 ggplot2_3.3.3 tidyverse_1.3.0
[25] workflowr_1.6.2
loaded via a namespace (and not attached):
[1] fs_1.5.0 webshot_0.5.2 RColorBrewer_1.1-2
[4] httr_1.4.2 rprojroot_2.0.2 tools_4.0.3
[7] backports_1.1.10 R6_2.5.0 nortest_1.0-4
[10] DBI_1.1.0 colorspace_2.0-0 withr_2.3.0
[13] gridExtra_2.3 tidyselect_1.1.0 curl_4.3
[16] compiler_4.0.3 git2r_0.27.1 cli_2.2.0
[19] rvest_0.3.6 xml2_1.3.2 sass_0.2.0
[22] labeling_0.4.2 scales_1.1.1 checkmate_2.0.0
[25] goftest_1.2-2 digest_0.6.27 foreign_0.8-80
[28] rmarkdown_2.5 rio_0.5.16 pkgconfig_2.0.3
[31] htmltools_0.5.0 highr_0.8 dbplyr_1.4.4
[34] rlang_0.4.10 readxl_1.3.1 rstudioapi_0.13
[37] farver_2.0.3 generics_0.1.0 jsonlite_1.7.2
[40] zip_2.1.1 magrittr_2.0.1 Matrix_1.2-18
[43] Rcpp_1.0.5 munsell_0.5.0 fansi_0.4.1
[46] abind_1.4-5 lifecycle_1.0.0 stringi_1.5.3
[49] whisker_0.4 yaml_2.2.1 MASS_7.3-53
[52] plyr_1.8.6 grid_4.0.3 blob_1.2.1
[55] parallel_4.0.3 promises_1.1.1 crayon_1.3.4
[58] lattice_0.20-41 haven_2.3.1 hms_0.5.3
[61] pillar_1.4.7 reprex_0.3.0 glue_1.4.2
[64] evaluate_0.14 RcppArmadillo_0.10.1.2.2 data.table_1.13.6
[67] modelr_0.1.8 vctrs_0.3.6 tweenr_1.0.2
[70] httpuv_1.5.4 cellranger_1.1.0 gtable_0.3.0
[73] polyclip_1.10-0 reshape_0.8.8 assertthat_0.2.1
[76] openxlsx_4.2.3 xfun_0.20 RcppEigen_0.3.3.9.1
[79] later_1.1.0.1 viridisLite_0.3.0 ellipsis_0.3.1
[82] here_1.0.1