├── .circleci ├── config.yml └── install_triggers ├── .codacy.yml ├── .dockerignore ├── .editorconfig ├── .github ├── CODEOWNERS ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── new-diagnostic.md ├── pull_request_template.md └── workflows │ ├── check-rtw.yml │ ├── citation_file_validator.yml │ ├── create-condalock-file.yml │ ├── cron_esmvalbot_test.yml │ ├── install-from-conda.yml │ ├── install-from-condalock-file.yml │ ├── install-from-source.yml │ ├── pypi-build-and-deploy.yml │ ├── run-tests-monitor.yml │ ├── test-development.yml │ └── test.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .prospector.yml ├── .readthedocs.yaml ├── .yamllint ├── .zenodo.json ├── CITATION.cff ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── NOTICE ├── README.md ├── SECURITY.md ├── archive ├── legacy_diag_scripts │ ├── droughtindex │ │ ├── diag_save_spi.R │ │ ├── diag_spei.R │ │ └── diag_spi.R │ ├── mlr │ │ ├── __init__.py │ │ ├── custom_sklearn.py │ │ ├── evaluate_residuals.py │ │ ├── main.py │ │ ├── mmm.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── gbr_base.py │ │ │ ├── gbr_sklearn.py │ │ │ ├── gbr_xgboost.py │ │ │ ├── gpr_sklearn.py │ │ │ ├── huber.py │ │ │ ├── krr.py │ │ │ ├── lasso.py │ │ │ ├── lasso_cv.py │ │ │ ├── lasso_lars_cv.py │ │ │ ├── linear.py │ │ │ ├── linear_base.py │ │ │ ├── rfr.py │ │ │ ├── ridge.py │ │ │ ├── ridge_cv.py │ │ │ └── svr.py │ │ ├── plot.py │ │ ├── postprocess.py │ │ ├── preprocess.py │ │ └── rescale_with_emergent_constraint.py │ ├── psyplot_diag.py │ ├── rainfarm │ │ └── rainfarm.jl │ └── shared │ │ └── external.jl └── legacy_recipes │ ├── recipe_psyplot.yml │ ├── recipe_rainfarm.yml │ ├── recipe_spei.yml │ └── schlund20jgr │ ├── recipe_schlund20jgr_gpp_abs_rcp85.yml │ ├── recipe_schlund20jgr_gpp_change_1pct.yml │ └── recipe_schlund20jgr_gpp_change_rcp85.yml ├── conda-linux-64.lock ├── doc └── sphinx │ └── source │ ├── _templates │ └── layout.html │ ├── api │ ├── esmvaltool.diag_scripts.climate_metrics.tcre.rst │ ├── esmvaltool.diag_scripts.climate_metrics.zec.rst │ ├── esmvaltool.diag_scripts.droughts.rst │ ├── esmvaltool.diag_scripts.droughts │ │ ├── collect_drought.rst │ │ └── diffmap.rst │ ├── esmvaltool.diag_scripts.emergent_constraints.rst │ ├── esmvaltool.diag_scripts.emergent_constraints │ │ ├── cox18nature.rst │ │ ├── ecs_scatter.rst │ │ ├── init.rst │ │ ├── multiple_constraints.rst │ │ └── single_constraint.rst │ ├── esmvaltool.diag_scripts.monitor.rst │ ├── esmvaltool.diag_scripts.monitor │ │ ├── compute_eofs.rst │ │ ├── monitor.rst │ │ ├── monitor_base.rst │ │ └── multi_datasets.rst │ ├── esmvaltool.diag_scripts.ocean.rst │ ├── esmvaltool.diag_scripts.portrait_plot.rst │ ├── esmvaltool.diag_scripts.seaborn_diag.rst │ ├── esmvaltool.diag_scripts.shared.rst │ └── esmvaltool.rst │ ├── changelog.rst │ ├── community │ ├── backward_compatibility.rst │ ├── broken_recipe_policy.rst │ ├── code_documentation.rst │ ├── dataset.rst │ ├── diagnostic.rst │ ├── index.rst │ ├── maintainer.rst │ ├── multiple_dataset_versions.rst │ ├── private_repository.rst │ ├── release_strategy │ │ ├── detailed_release_procedure.rst │ │ ├── index.rst │ │ └── release_strategy.rst │ ├── repository.rst │ ├── review.rst │ └── upgrading.rst │ ├── conf.py │ ├── develop │ ├── dataset.rst │ ├── diagnostic.rst │ ├── index.rst │ ├── introduction.rst │ └── recipe.rst │ ├── faq.rst │ ├── figures │ ├── ESMValTool-logo-2-dark.png │ ├── ESMValTool-logo-2-glow.png │ ├── ESMValTool-logo-2.pdf │ ├── ESMValTool-logo-2.png │ ├── ESMValTool-logo.pdf │ ├── ESMValTool-logo.png │ ├── git_branch.png │ ├── git_diagram.png │ ├── release-timeline.png │ └── schematic.png │ ├── functionalities.rst │ ├── generate_gallery.py │ ├── gensidebar.py │ ├── index.rst │ ├── input.rst │ ├── introduction.rst │ ├── quickstart │ ├── configuration.rst │ ├── index.rst │ ├── installation.rst │ ├── output.rst │ └── running.rst │ ├── recipes │ ├── broken_recipe_list.rst │ ├── droughts │ │ ├── recipe_consecdrydays.rst │ │ ├── recipe_martin18grl.rst │ │ └── recipe_spei.rst │ ├── figures │ │ ├── Combined_Indices_Area_Average │ │ │ └── Nino3.4_tos_Dec-Feb_running-mean__1950-2005.png │ │ ├── albedolandcover │ │ │ └── MPI-ESM-LR_albedo_change_from_tree_to_crop-grass.png │ │ ├── anav13jclim │ │ │ ├── cSoil-cVeg_scatter_global.png │ │ │ ├── diag_grading_pr-global_to_diag_grading_gpp-global_RMSD.png │ │ │ ├── gpp_cycle_nh.png │ │ │ ├── gpp_errorbar_trop.png │ │ │ ├── nbp_evolution_global.png │ │ │ ├── tas_global.png │ │ │ └── tos_scatter_global.png │ │ ├── aod_aeronet_assess │ │ │ ├── UKESM1-0-LL_CMIP_AERmon_historical_od440aer_gn_1988_2008_DJF.png │ │ │ ├── UKESM1-0-LL_CMIP_AERmon_historical_od440aer_gn_1988_2008_JJA.png │ │ │ ├── UKESM1-0-LL_CMIP_AERmon_historical_od440aer_gn_1988_2008_MAM.png │ │ │ ├── UKESM1-0-LL_CMIP_AERmon_historical_od440aer_gn_1988_2008_SON.png │ │ │ ├── UKESM1-0-LL_CMIP_AERmon_historical_od440aer_gn_1988_2008_scatter.png │ │ │ ├── UKESM1-0-LL_CMIP_AERmon_historical_od440aer_gn_1994_2014_DJF.png │ │ │ ├── UKESM1-0-LL_CMIP_AERmon_historical_od440aer_gn_1994_2014_JJA.png │ │ │ ├── UKESM1-0-LL_CMIP_AERmon_historical_od440aer_gn_1994_2014_MAM.png │ │ │ ├── UKESM1-0-LL_CMIP_AERmon_historical_od440aer_gn_1994_2014_SON.png │ │ │ └── UKESM1-0-LL_CMIP_AERmon_historical_od440aer_gn_1994_2014_scatter.png │ │ ├── arctic_ocean │ │ │ ├── aw_depth.png │ │ │ ├── aw_temp.png │ │ │ ├── bias.png │ │ │ ├── hofm.png │ │ │ ├── spatial.png │ │ │ ├── transect.png │ │ │ ├── ts.png │ │ │ └── vertical.png │ │ ├── autoassess_landsurface │ │ │ ├── Permafrost_Metrics.png │ │ │ ├── Soilmoisture_Metrics.png │ │ │ ├── Surfrad_Metrics.png │ │ │ ├── pf_extent_asia_ACCESS-CM2.png │ │ │ └── pf_extent_north_america_ACCESS-CM2.png │ │ ├── autoassess_stratosphere │ │ │ ├── HadGEM3-GC31-LL_qbo.png │ │ │ ├── HadGEM3-GC31-LL_u_jan.png │ │ │ ├── UKESM1-0-LL_qbo.png │ │ │ ├── UKESM1-0-LL_u_jan.png │ │ │ ├── metrics.png │ │ │ ├── qbo_30hpa.png │ │ │ └── teq_100hpa.png │ │ ├── benchmarking │ │ │ ├── annual_cycle.png │ │ │ ├── boxplots.png │ │ │ ├── diurnal_cycle.png │ │ │ ├── map.png │ │ │ ├── timeseries.png │ │ │ └── zonal.png │ │ ├── bock20jgr │ │ │ ├── model_bias_tas_annual_CMIP6.png │ │ │ ├── patterncor.png │ │ │ ├── ta850-global_to_swcre-global_RMSD.png │ │ │ ├── tas_Global_CMIP6_historical_anom_1850-2014.png │ │ │ └── tas_Global_multimodel_anom_1850-2017.png │ │ ├── bock24acp │ │ │ ├── boxplot_ssp585_south_oc.png │ │ │ ├── map_netcre.png │ │ │ └── zonal_diff_clt_ssp585.png │ │ ├── capacity_factor │ │ │ └── capacity_factor_IPSL-CM5A-MR_2021-2050.png │ │ ├── carvalhais14nat │ │ │ ├── global_matrix_map_ecosystem_carbon_turnover_time_Carvalhais2014_gn.png │ │ │ ├── global_multimodelAgreement_ecosystem_carbon_turnover_time_Carvalhais2014_gn.png │ │ │ ├── r_tau_ctotal_climate_pearson_Carvalhais2014_gnz.png │ │ │ └── zonal_mean_ecosystem_carbon_turnover_time_Carvalhais2014_gnz.png │ │ ├── climate_patterns │ │ │ └── patterns.png │ │ ├── climwip │ │ │ ├── independence_tas.png │ │ │ ├── performance_pr.png │ │ │ ├── performance_sigma_calibration.png │ │ │ ├── temperature_anomaly_graph.png │ │ │ ├── temperature_change_weighted_map.png │ │ │ └── weights_tas.png │ │ ├── clouds │ │ │ ├── clouds_dyn_matrix_ts_wap_clt_cmip6_ocean.png │ │ │ ├── clouds_interannual_pr.png │ │ │ ├── clouds_ipcc_lwcre_annual.png │ │ │ ├── clouds_ipcc_netcre_annual.png │ │ │ ├── clouds_ipcc_swcre_annual.png │ │ │ ├── clouds_lwp_annual.png │ │ │ ├── clouds_pdf_clt_so_cmip6_line.png │ │ │ ├── clouds_scatter_clt_swcre_so_cmip6.png │ │ │ ├── clouds_taylor_clt_annual.png │ │ │ └── clouds_zonal_clcalipso_annual_cmip6.png │ │ ├── cmug_h2o │ │ │ ├── fig_ERA-Interim_Cold_point_tropopause_Specific_Humidity.png │ │ │ ├── fig_ERA-Interim_Cold_point_tropopause_Specific_Humidity_map.png │ │ │ ├── fig_ERA-Interim_Zonal_mean_Specific_Humidity.png │ │ │ └── fig_profile_Specific_Humidity.png │ │ ├── collins13ipcc │ │ │ ├── collins_fig_1.png │ │ │ ├── collins_fig_2.png │ │ │ ├── collins_fig_3.png │ │ │ └── collins_fig_4.png │ │ ├── consecdrydays │ │ │ └── consec_example_freq.png │ │ ├── cos22esd │ │ │ ├── pr_45.png │ │ │ ├── scenario_combination_tas-tas_jja.png │ │ │ └── tas_45.png │ │ ├── cox18nature │ │ │ ├── emergent_relationship_HadCRUT4.png │ │ │ ├── pdf_HadCRUT4.png │ │ │ └── temperature_anomaly_HadCRUT4.png │ │ ├── crem │ │ │ └── crem_error_metric.png │ │ ├── cvdp │ │ │ └── nam.prreg.ann.png │ │ ├── deangelis15nat │ │ │ ├── bar_all.png │ │ │ ├── exfig2a.png │ │ │ ├── fig3b.png │ │ │ └── fig_deangelis_cmug_cdr2.png │ │ ├── diurnal_temp_index │ │ │ └── Seasonal_DTRindicator_MPI-ESM-MR_2030_2080_1961_1990.png │ │ ├── droughtindex │ │ │ ├── martin18grl_fig1.png │ │ │ └── martin18grl_fig2.png │ │ ├── droughts │ │ │ ├── spei_example.png │ │ │ └── spi_example.png │ │ ├── eady_growth_rate │ │ │ └── HadGEM3-GC31-LM_winter_eady_growth_rate_70000.png │ │ ├── ecs │ │ │ └── CanESM2.png │ │ ├── emergent_constraints │ │ │ ├── covrefl.png │ │ │ ├── humidx.png │ │ │ ├── itczidx.png │ │ │ ├── li17natcc_fig2a.png │ │ │ ├── li17natcc_fig2b.png │ │ │ ├── li17natcc_fig2c.png │ │ │ ├── li17natcc_fig2d.png │ │ │ ├── ltmi.png │ │ │ ├── shhc.png │ │ │ └── volodin.png │ │ ├── ensclus │ │ │ └── ensclus.png │ │ ├── enso_metrics │ │ │ ├── ACCESS-CM2_10lifecycle.png │ │ │ ├── ACCESS-CM2_12seasonality.png │ │ │ ├── ACCESS-CM2_eq_tauu_bias.png │ │ │ └── ACCESS-CM2_pr_map_bias_level2.png │ │ ├── examples │ │ │ ├── IPCC_AR6_figure_9.3a_1850-2100.png │ │ │ ├── decadal_first_example.png │ │ │ ├── elbe.png │ │ │ ├── map.png │ │ │ └── timeseries.png │ │ ├── extreme_events │ │ │ ├── cdd_timeseries.png │ │ │ └── gleckler.png │ │ ├── eyring06jgr │ │ │ └── fig_diagn01.png │ │ ├── eyring13jgr │ │ │ └── fig_eyr13jgr_12.png │ │ ├── galytska23jgr │ │ │ └── Timeseries_Arctic_temperature_anomalies.png │ │ ├── gier20bg │ │ │ ├── fig01.png │ │ │ ├── fig02.png │ │ │ ├── fig03.png │ │ │ ├── fig04.png │ │ │ ├── fig05.png │ │ │ ├── fig06.png │ │ │ ├── fig07.png │ │ │ └── fig08.png │ │ ├── gwls │ │ │ ├── CMIP6_mm_mean_ssp126_1.5_tas.png │ │ │ └── CMIP6_mm_stdev_ssp126_1.5_tas.png │ │ ├── heatwaves │ │ │ └── tasmax_extreme_spell_durationsummer_IPSL-CM5A-LR_rcp85_2020_2040.png │ │ ├── hydrology │ │ │ ├── Precipitation_climatology_day_of_year_plot.png │ │ │ ├── Precipitation_climatology_month_number_plot.png │ │ │ ├── Precipitation_day_plot.png │ │ │ └── Precipitation_month_plot.png │ │ ├── hyint │ │ │ ├── hyint_maps.png │ │ │ ├── hyint_timeseries.png │ │ │ └── hyint_trends.png │ │ ├── iht_toa │ │ │ ├── figure1_CERES-EBAF_CERES-EBAF.png │ │ │ ├── figure2_CERES-EBAF_CERES-EBAF.png │ │ │ ├── figure3_CERES-EBAF_CERES-EBAF.png │ │ │ ├── figure4_CERES-EBAF_CERES-EBAF.png │ │ │ ├── figure5_CERES-EBAF_CERES-EBAF.png │ │ │ └── figure6_CERES-EBAF_CERES-EBAF.png │ │ ├── impact │ │ │ └── bias_vs_change.png │ │ ├── ipccwg1ar5ch9 │ │ │ ├── fig-9-14.png │ │ │ ├── fig-9-2.png │ │ │ ├── fig-9-26.png │ │ │ ├── fig-9-27.png │ │ │ ├── fig-9-3.png │ │ │ ├── fig-9-38-pr.png │ │ │ ├── fig-9-38.png │ │ │ ├── fig-9-38_regions.png │ │ │ ├── fig-9-39-pr.png │ │ │ ├── fig-9-39.png │ │ │ ├── fig-9-39_regions.png │ │ │ ├── fig-9-4.png │ │ │ ├── fig-9-40-pr.png │ │ │ ├── fig-9-40.png │ │ │ ├── fig-9-40_regions.png │ │ │ ├── fig-9-41b.png │ │ │ ├── fig-9-42a.png │ │ │ ├── fig-9-42b.png │ │ │ ├── fig-9-45a.png │ │ │ ├── fig-9-5.png │ │ │ ├── fig-9-6.png │ │ │ └── fig-9-8.png │ │ ├── ipccwg1ar6ch3 │ │ │ ├── fig_3_42_a.png │ │ │ ├── gsat_Global_CMIP6_historical-ssp245_anom_1850-2020.png │ │ │ ├── gsat_Global_multimodel_anom_1850-2020.png │ │ │ ├── model_bias_pr_annualclim_CMIP6.png │ │ │ ├── model_bias_tas_annualclim_CMIP6.png │ │ │ ├── patterncor.png │ │ │ ├── precip_anom_1950-2014.png │ │ │ ├── sst_bias.png │ │ │ ├── tas_anom_damip_global_1850-2020.png │ │ │ ├── tas_std_dev_zonmean.png │ │ │ └── zonal_westerly_winds.png │ │ ├── kcs │ │ │ ├── global_matching.png │ │ │ └── local_validation_2085.png │ │ ├── landcover │ │ │ ├── area_treeFrac.png │ │ │ ├── bias_CMIP5_MPI-ESM-LR_rcp85_r1i1p1.png │ │ │ └── frac_grassFrac.png │ │ ├── lst │ │ │ └── lst_example.png │ │ ├── meehl20sciadv │ │ │ ├── cmip6_gregory_regression.png │ │ │ └── cmip6_tcr_vs_ecs.png │ │ ├── miles │ │ │ ├── miles_block.png │ │ │ └── miles_eof1.png │ │ ├── model_evaluation │ │ │ ├── annual_cycle_clt_southerocean_Amon.jpg │ │ │ ├── diurnal_cycle_clt_sepacific_3hr.png │ │ │ ├── map_swcre_MPI-ESM1-2-HR_Amon.jpg │ │ │ ├── map_tas_MPI-ESM1-2-HR_Amon.jpg │ │ │ ├── timeseries_rtnt_ambiguous_dataset_Amon.jpg │ │ │ └── variable_vs_lat_pr_Amon.jpg │ │ ├── modes_of_variability │ │ │ └── SON-psl_predicted_regimes.png │ │ ├── monitor │ │ │ ├── 1d_profile_with_ref.png │ │ │ ├── annualcycle.png │ │ │ ├── annualcycle_with_ref.png │ │ │ ├── clim.png │ │ │ ├── diurnal_cycle_clt_tropics_3hr.png │ │ │ ├── diurnalcycle_pr_tropics_EC-Earth3_3hr_historical_r1i1p1f1.png │ │ │ ├── hovmoeller_time_vs_lat_with_ref.png │ │ │ ├── hovmoeller_z_vs_time_with_ref.png │ │ │ ├── map_with_ref.png │ │ │ ├── monclim.png │ │ │ ├── seasonclim.png │ │ │ ├── timeseries.png │ │ │ ├── timeseries_with_ref.png │ │ │ ├── variable_vs_lat_with_ref.png │ │ │ └── zonalmean_profile_with_ref.png │ │ ├── mpqb │ │ │ └── lineplot_xch4_2003-2014_monmean.png │ │ ├── multimodel_products │ │ │ └── tas_JUN_multimodel-anomaly_2006_2099_1961_1990.png │ │ ├── ocean │ │ │ ├── amoc_fig_1.png │ │ │ ├── model_vs_obs_MassConcentrationofTotalPhytoplanktonExpressedasChlorophyllinSeaWater_NorESM2-LM_ESACCI-OC__maps.png │ │ │ ├── model_vs_obs_MassConcentrationofTotalPhytoplanktonExpressedasChlorophyllinSeaWater_NorESM2-LM_ESACCI-OC__scatter.png │ │ │ ├── ocean_quad_plot1.png │ │ │ ├── ocean_sea_ice1.png │ │ │ ├── stream_function1.png │ │ │ └── stream_function2.png │ │ ├── perfmetrics │ │ │ ├── perfmetrics_fig_1.png │ │ │ ├── perfmetrics_fig_2.png │ │ │ ├── perfmetrics_fig_3.png │ │ │ ├── perfmetrics_fig_4.png │ │ │ └── perfmetrics_fig_5.png │ │ ├── portrait │ │ │ └── portrait_plot.png │ │ ├── psyplot │ │ │ ├── psyplot_CanESM5.jpg │ │ │ └── psyplot_ICON-ESM-LR.jpg │ │ ├── pv_capacity_factor │ │ │ └── capacity_factor_IPSL-CM5A-MR_1980-2005_DJF.png │ │ ├── quantilebias │ │ │ └── quantilebias.png │ │ ├── radiation_budget │ │ │ └── UKESM1-0-LL.png │ │ ├── rainfarm │ │ │ └── rainfarm.png │ │ ├── recipe_extreme_index │ │ │ └── t90p_IPSL-CM5A-LR_rcp85_2020_2040.png │ │ ├── ref │ │ │ ├── annual_cycle_sea_ice_area_nh_ambiguous_dataset_ambiguous_mip_historical_r1i1p1f1.png │ │ │ ├── map_lwcre_MPI-ESM1-2-LR_Amon.png │ │ │ ├── seaborn_jointplot.png │ │ │ ├── timeseries_sea_ice_area_nh_sep_ambiguous_dataset_ambiguous_mip_historical_r1i1p1f1.png │ │ │ ├── variable_vs_lat_lwcre_ambiguous_dataset_Amon.png │ │ │ └── zonal_mean_profile_o3_CNRM-ESM2-1_historical.png │ │ ├── runoff_et │ │ │ ├── MPI-ESM-LR_historical_r1i1p1_bias-plot_mrro.png │ │ │ ├── MPI-ESM-LR_historical_r1i1p1_rocoef-vs-relprbias.png │ │ │ └── catchments.png │ │ ├── russell18jgr │ │ │ ├── Fig1_polar-contour_tauu_1986-2005.png │ │ │ ├── Fig2_1986-2005.png │ │ │ ├── Fig3_Polar-Front.png │ │ │ ├── Fig3_Subantarctic-Fronts.png │ │ │ ├── Fig4_Drake_passage.png │ │ │ ├── Fig5_sic-max-min.png │ │ │ ├── Fig5g_sic-line.png │ │ │ ├── Fig6a.png │ │ │ ├── Fig6b.png │ │ │ ├── Fig7_fgco2_polar.png │ │ │ ├── Fig7h_fgco2_zonal-flux.png │ │ │ ├── Fig7i_fgco2_integrated-flux.png │ │ │ ├── Fig8_polar-ph.png │ │ │ ├── Fig9a.png │ │ │ ├── Fig9b.png │ │ │ └── Fig9c.png │ │ ├── schlund20esd │ │ │ ├── SHL_pdf.png │ │ │ ├── SHL_scatter.png │ │ │ └── ZHA_scatter.png │ │ ├── schlund20jgr │ │ │ ├── feature_importance.png │ │ │ ├── map_prediction_output___GBRT_abs.png │ │ │ ├── map_prediction_output___GBRT_change.png │ │ │ ├── map_prediction_output_error___GBRT_abs.png │ │ │ ├── map_prediction_output_error___GBRT_change.png │ │ │ ├── residuals_distribution.png │ │ │ ├── rmse_plot.png │ │ │ └── training_progress.png │ │ ├── sea_surface_salinity │ │ │ ├── radar_bias.png │ │ │ └── radar_std.png │ │ ├── seaborn │ │ │ ├── regional_pr_hists.jpg │ │ │ └── ta_vs_lat.jpg │ │ ├── seaice │ │ │ ├── SSIE-MEAN_vs_YOD_sic_extend_Arctic_September_1960-2100.png │ │ │ ├── extent_sic_Arctic_September_1960-2005.png │ │ │ ├── timeseries_rcp85.png │ │ │ └── trend_sic_extend_Arctic_September_histogram.png │ │ ├── seaice_drift │ │ │ └── drift-strength.png │ │ ├── seaice_feedback │ │ │ └── negative_feedback.png │ │ ├── shapeselect │ │ │ └── shapeselect.png │ │ ├── smpi │ │ │ └── reichlerkim08bams_smpi.png │ │ ├── spei │ │ │ ├── histogram_spei.png │ │ │ └── histogram_spi.png │ │ ├── tcr │ │ │ └── CanESM2.png │ │ ├── tcre │ │ │ └── tcre.jpg │ │ ├── tebaldi21esd │ │ │ ├── pr_pattern.png │ │ │ ├── tas_timeseries.png │ │ │ └── warming_level_table.png │ │ ├── thermodyn_diagtool │ │ │ ├── CanESM2_2458_lec_diagram.pdf │ │ │ ├── CanESM2_wmb_transp.png │ │ │ ├── IPSL-CM5A-MR_energy_climap.png │ │ │ └── meridional_transp.png │ │ ├── toymodel │ │ │ └── synthetic_CMIP5_bcc-csm1-1_Amon_rcp45_r1i1p1_psl_2051-2060.jpg │ │ ├── validation │ │ │ ├── Merid_Mean_DJF_longitude_tas_UKESM1-0-LL_vs_IPSL-CM6A-LR.png │ │ │ └── Zonal_Mean_DJF_latitude_tas_UKESM1-0-LL_vs_IPSL-CM6A-LR.png │ │ ├── wenzel14jgr │ │ │ ├── constr_tas-nbp_30-1960.000001.png │ │ │ ├── constr_tas-nbp_30-1960.000002.png │ │ │ ├── corr_tas-nbp_anom_1960-2005.png │ │ │ └── tas_Global_CMIP5_1pctCO2_anom__1-1999.png │ │ ├── wenzel16jclim │ │ │ ├── CMPI5_uajet-pos_rcp45_20ystep_FIG1.png │ │ │ ├── CMPI5_uajet-pos_rcp45_20ystep_FIG2b.png │ │ │ ├── CMPI5_uajet-pos_rcp45_20ystep_FIG3.png │ │ │ ├── ta_trop250_ta_DJF_trend.png │ │ │ ├── uajet-pos_rcp45_2040-2059.png │ │ │ └── uajet_H-SH_c.png │ │ ├── wenzel16nat │ │ │ ├── fig_1.png │ │ │ ├── fig_2.png │ │ │ └── fig_3.png │ │ ├── zec │ │ │ ├── zec_bar.png │ │ │ └── zec_ts.png │ │ └── zmnam │ │ │ ├── zmnam_reg.png │ │ │ └── zmnam_ts.png │ ├── index.rst │ ├── recipe_albedolandcover.rst │ ├── recipe_anav13jclim.rst │ ├── recipe_aod_aeronet_assess.rst │ ├── recipe_arctic_ocean.rst │ ├── recipe_autoassess_landsurface_permafrost.rst │ ├── recipe_autoassess_landsurface_soilmoisture.rst │ ├── recipe_autoassess_landsurface_surfrad.rst │ ├── recipe_autoassess_stratosphere.rst │ ├── recipe_benchmarking.rst │ ├── recipe_bock20jgr.rst │ ├── recipe_bock24acp.rst │ ├── recipe_calculate_gwl_exceedance_stats.rst │ ├── recipe_capacity_factor.rst │ ├── recipe_carvalhais14nat.rst │ ├── recipe_climate_change_hotspot.rst │ ├── recipe_climate_patterns.rst │ ├── recipe_climwip.rst │ ├── recipe_clouds.rst │ ├── recipe_cmorizers.rst │ ├── recipe_cmug_h2o.rst │ ├── recipe_collins13ipcc.rst │ ├── recipe_combined_indices.rst │ ├── recipe_cox18nature.rst │ ├── recipe_crem.rst │ ├── recipe_cvdp.rst │ ├── recipe_deangelis15nat.rst │ ├── recipe_diurnal_temperature_index.rst │ ├── recipe_droughts.rst │ ├── recipe_eady_growth_rate.rst │ ├── recipe_ecs.rst │ ├── recipe_emergent_constraints.rst │ ├── recipe_ensclus.rst │ ├── recipe_enso_ref.rst │ ├── recipe_esacci_lst.rst │ ├── recipe_esacci_oc.rst │ ├── recipe_examples.rst │ ├── recipe_extreme_events.rst │ ├── recipe_extreme_index.rst │ ├── recipe_eyring06jgr.rst │ ├── recipe_eyring13jgr.rst │ ├── recipe_galytska23jgr.rst │ ├── recipe_gier20bg.rst │ ├── recipe_heatwaves_coldwaves.rst │ ├── recipe_hydro_forcing.rst │ ├── recipe_hydrology.rst │ ├── recipe_hyint.rst │ ├── recipe_iht_toa.rst │ ├── recipe_impact.rst │ ├── recipe_ipccwg1ar5ch9.rst │ ├── recipe_ipccwg1ar6ch3.rst │ ├── recipe_kcs.rst │ ├── recipe_landcover.rst │ ├── recipe_li17natcc.rst │ ├── recipe_meehl20sciadv.rst │ ├── recipe_miles.rst │ ├── recipe_model_evaluation.rst │ ├── recipe_modes_of_variability.rst │ ├── recipe_monitor.rst │ ├── recipe_mpqb_xch4.rst │ ├── recipe_multimodel_products.rst │ ├── recipe_oceans.rst │ ├── recipe_perfmetrics.rst │ ├── recipe_portrait.rst │ ├── recipe_psyplot.rst │ ├── recipe_pv_capacity_factor.rst │ ├── recipe_quantilebias.rst │ ├── recipe_radiation_budget.rst │ ├── recipe_rainfarm.rst │ ├── recipe_ref.rst │ ├── recipe_runoff_et.rst │ ├── recipe_russell18jgr.rst │ ├── recipe_schlund20esd.rst │ ├── recipe_schlund20jgr.rst │ ├── recipe_sea_surface_salinity.rst │ ├── recipe_seaborn.rst │ ├── recipe_seaice.rst │ ├── recipe_seaice_drift.rst │ ├── recipe_seaice_feedback.rst │ ├── recipe_shapeselect.rst │ ├── recipe_smpi.rst │ ├── recipe_snowalbedo.rst │ ├── recipe_spei.rst │ ├── recipe_tcr.rst │ ├── recipe_tcre.rst │ ├── recipe_tebaldi21esd.rst │ ├── recipe_template.rst.template │ ├── recipe_thermodyn_diagtool.rst │ ├── recipe_toymodel.rst │ ├── recipe_validation.rst │ ├── recipe_wenzel14jgr.rst │ ├── recipe_wenzel16jclim.rst │ ├── recipe_wenzel16nat.rst │ ├── recipe_zec.rst │ ├── recipe_zmnam.rst │ └── recipes_testing.rst │ └── utils │ ├── RTW │ ├── about.rst │ ├── add_a_recipe.rst │ ├── common.txt │ ├── glossary.rst │ ├── index.rst │ ├── tested_recipes.rst │ └── user_guide │ │ ├── dkrz_production.rst │ │ ├── index.rst │ │ ├── quick_start.rst │ │ └── workflow.rst │ └── utils.rst ├── docker ├── Dockerfile ├── Dockerfile.dev └── Dockerfile.exp ├── environment.yml ├── environment_osx.yml ├── environment_python.yml ├── esmvaltool ├── __init__.py ├── cmorizers │ └── data │ │ ├── __init__.py │ │ ├── cmor_config │ │ ├── AERONET.yml │ │ ├── AGCD.yml │ │ ├── ANUClimate.yml │ │ ├── APHRO-MA.yml │ │ ├── BerkeleyEarth.yml │ │ ├── CDS-SATELLITE-ALBEDO.yml │ │ ├── CDS-SATELLITE-LAI-FAPAR.yml │ │ ├── CDS-SATELLITE-SOIL-MOISTURE.ncl │ │ ├── CDS-UERRA.yml │ │ ├── CERES-EBAF.yml │ │ ├── CMAP.yml │ │ ├── CRU.yml │ │ ├── CT2019.yml │ │ ├── CowtanWay.yml │ │ ├── Duveiller2018.yml │ │ ├── E-OBS.yml │ │ ├── ERA-Interim-Land.yml │ │ ├── ERA-Interim.yml │ │ ├── ESACCI-LANDCOVER.yml │ │ ├── ESACCI-LST.yml │ │ ├── ESACCI-OC.yml │ │ ├── ESACCI-OZONE.yml │ │ ├── ESACCI-SEA-SURFACE-SALINITY.yml │ │ ├── ESACCI-SEAICE.yml │ │ ├── ESACCI-SOILMOISTURE.yml │ │ ├── ESACCI-SST.yml │ │ ├── ESACCI-WATERVAPOUR.yml │ │ ├── ESDC.yml │ │ ├── ESRL.yml │ │ ├── Eppley-VGPM-MODIS.yml │ │ ├── FLUXCOM.yml │ │ ├── GCP2018.yml │ │ ├── GCP2020.yml │ │ ├── GHCN-CAMS.yml │ │ ├── GISTEMP.yml │ │ ├── GLODAP.yml │ │ ├── GPCC.yml │ │ ├── GPCP-SG.yml │ │ ├── GRACE.yml │ │ ├── HWSD.yml │ │ ├── HadCRUT5.yml │ │ ├── HadEX3.yml │ │ ├── IAP.yml │ │ ├── JMA-TRANSCOM.yml │ │ ├── JRA-25.yml │ │ ├── JRA-55.yml │ │ ├── Kadow2020.yml │ │ ├── LAI3g.yml │ │ ├── LandFlux-EVAL.yml │ │ ├── Landschuetzer2016.yml │ │ ├── Landschuetzer2020.yml │ │ ├── MERRA2.yml │ │ ├── MLS-AURA.yml │ │ ├── MOBO-DIC-MPIM.yml │ │ ├── MOBO-DIC2004-2019.yml │ │ ├── MTE.yml │ │ ├── NCEP-DOE-R2.yml │ │ ├── NCEP-NCAR-R1.yml │ │ ├── NDP.yml │ │ ├── NOAA-CIRES-20CR-V2.yml │ │ ├── NOAA-CIRES-20CR-V3.yml │ │ ├── NOAA-ERSSTv3b.yml │ │ ├── NOAA-ERSSTv5.yml │ │ ├── NOAA-GML-SURFACE-FLASK-CH4.yml │ │ ├── NOAA-GML-SURFACE-FLASK-CO2.yml │ │ ├── NOAA-MBL-CH4.yml │ │ ├── NOAAGlobalTemp.yml │ │ ├── NSIDC-0116-nh.yml │ │ ├── NSIDC-0116-sh.yml │ │ ├── NSIDC-G02202-sh.yml │ │ ├── OSI-450-nh.yml │ │ ├── OSI-450-sh.yml │ │ ├── OceanSODA-ETHZ.yml │ │ ├── PERSIANN-CDR.yml │ │ ├── PHC.yml │ │ ├── PIOMAS.yml │ │ ├── REGEN.yml │ │ ├── Scripps-CO2-KUM.yml │ │ ├── TCOM-CH4.yml │ │ ├── TCOM-N2O.yml │ │ ├── TROPFLUX.yml │ │ ├── WFDE5.yml │ │ └── WOA.yml │ │ ├── cmorizer.py │ │ ├── datasets.yml │ │ ├── datasets_schema.yml │ │ ├── download_scripts │ │ └── download_era_interim.py │ │ ├── downloaders │ │ ├── __init__.py │ │ ├── cds.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ ├── aeronet.py │ │ │ ├── aphro_ma.py │ │ │ ├── aura_tes.py │ │ │ ├── berkeleyearth.py │ │ │ ├── calipso_goccp.py │ │ │ ├── calipso_icecloud.py │ │ │ ├── cds_satellite_albedo.py │ │ │ ├── cds_satellite_lai_fapar.py │ │ │ ├── cds_satellite_soil_moisture.py │ │ │ ├── cds_uerra.py │ │ │ ├── cds_xch4.py │ │ │ ├── cmap.py │ │ │ ├── cowtanway.py │ │ │ ├── cru.py │ │ │ ├── ct2019.py │ │ │ ├── duveiller2018.py │ │ │ ├── e_obs.py │ │ │ ├── eppley_vgpm_modis.py │ │ │ ├── esacci_aerosol.py │ │ │ ├── esacci_cloud.py │ │ │ ├── esacci_fire.py │ │ │ ├── esacci_landcover.py │ │ │ ├── esacci_oc.py │ │ │ ├── esacci_ozone.py │ │ │ ├── esacci_sea_surface_salinity.py │ │ │ ├── esacci_seaice.py │ │ │ ├── esacci_soilmoisture.py │ │ │ ├── esacci_sst.py │ │ │ ├── ghcn.py │ │ │ ├── ghcn_cams.py │ │ │ ├── gistemp.py │ │ │ ├── glodap.py │ │ │ ├── gpcc.py │ │ │ ├── gpcp_sg.py │ │ │ ├── hadcrut3.py │ │ │ ├── hadcrut4.py │ │ │ ├── hadcrut5.py │ │ │ ├── hadex3.py │ │ │ ├── hadisst.py │ │ │ ├── haloe.py │ │ │ ├── iap.py │ │ │ ├── isccp_fh.py │ │ │ ├── jra_25.py │ │ │ ├── jra_55.py │ │ │ ├── kadow2020.py │ │ │ ├── landflux_eval.py │ │ │ ├── landschuetzer2016.py │ │ │ ├── landschuetzer2020.py │ │ │ ├── merra.py │ │ │ ├── merra2.py │ │ │ ├── mobo_dic2004_2019.py │ │ │ ├── mobo_dic_mpim.py │ │ │ ├── ncep_doe_r2.py │ │ │ ├── ncep_ncar_r1.py │ │ │ ├── ndp.py │ │ │ ├── noaa_cires_20cr_v2.py │ │ │ ├── noaa_cires_20cr_v3.py │ │ │ ├── noaa_ersstv3b.py │ │ │ ├── noaa_ersstv5.py │ │ │ ├── noaa_gml_surface_flask_ch4.py │ │ │ ├── noaa_gml_surface_flask_co2.py │ │ │ ├── noaa_mbl_ch4.py │ │ │ ├── noaaglobaltemp.py │ │ │ ├── nsidc_0116_nh.py │ │ │ ├── nsidc_0116_sh.py │ │ │ ├── nsidc_g02202_sh.py │ │ │ ├── oceansoda_ethz.py │ │ │ ├── osi_450_nh.py │ │ │ ├── osi_450_sh.py │ │ │ ├── patmos_x.py │ │ │ ├── persiann_cdr.py │ │ │ ├── phc.py │ │ │ ├── regen.py │ │ │ ├── scripps_co2_kum.py │ │ │ ├── tcom_ch4.py │ │ │ ├── tcom_n2o.py │ │ │ └── woa.py │ │ ├── downloader.py │ │ ├── ftp.py │ │ └── wget.py │ │ ├── formatters │ │ ├── __init__.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ ├── aeronet.py │ │ │ ├── agcd.py │ │ │ ├── anuclimate.py │ │ │ ├── aphro_ma.py │ │ │ ├── aura_tes.ncl │ │ │ ├── berkeleyearth.py │ │ │ ├── calipso_goccp.ncl │ │ │ ├── calipso_icecloud.ncl │ │ │ ├── cds_satellite_albedo.py │ │ │ ├── cds_satellite_lai_fapar.py │ │ │ ├── cds_satellite_soil_moisture.ncl │ │ │ ├── cds_uerra.py │ │ │ ├── cds_xch4.ncl │ │ │ ├── cds_xco2.ncl │ │ │ ├── ceres_ebaf.py │ │ │ ├── ceres_syn1deg.ncl │ │ │ ├── clara_avhrr.ncl │ │ │ ├── cloudsat_l2.ncl │ │ │ ├── cmap.py │ │ │ ├── cowtanway.py │ │ │ ├── cru.py │ │ │ ├── ct2019.py │ │ │ ├── duveiller2018.py │ │ │ ├── e_obs.py │ │ │ ├── eppley_vgpm_modis.py │ │ │ ├── era_interim.py │ │ │ ├── era_interim_land.py │ │ │ ├── esacci_aerosol.ncl │ │ │ ├── esacci_cloud.ncl │ │ │ ├── esacci_fire.ncl │ │ │ ├── esacci_landcover.py │ │ │ ├── esacci_lst.py │ │ │ ├── esacci_oc.py │ │ │ ├── esacci_ozone.py │ │ │ ├── esacci_sea_surface_salinity.py │ │ │ ├── esacci_seaice.py │ │ │ ├── esacci_soilmoisture.py │ │ │ ├── esacci_sst.py │ │ │ ├── esacci_watervapour.py │ │ │ ├── esdc.py │ │ │ ├── esrl.py │ │ │ ├── fluxcom.py │ │ │ ├── gcp2018.py │ │ │ ├── gcp2020.py │ │ │ ├── ghcn.ncl │ │ │ ├── ghcn_cams.py │ │ │ ├── gistemp.py │ │ │ ├── glodap.py │ │ │ ├── gpcc.py │ │ │ ├── gpcp_sg.py │ │ │ ├── grace.py │ │ │ ├── hadcrut3.ncl │ │ │ ├── hadcrut4.ncl │ │ │ ├── hadcrut5.py │ │ │ ├── hadex3.py │ │ │ ├── hadisst.ncl │ │ │ ├── haloe.ncl │ │ │ ├── hwsd.py │ │ │ ├── iap.py │ │ │ ├── isccp_fh.ncl │ │ │ ├── jma_transcom.py │ │ │ ├── jra_25.py │ │ │ ├── jra_55.py │ │ │ ├── kadow2020.py │ │ │ ├── lai3g.py │ │ │ ├── landflux_eval.py │ │ │ ├── landschuetzer2016.py │ │ │ ├── landschuetzer2020.py │ │ │ ├── mac_lwp.ncl │ │ │ ├── merra.ncl │ │ │ ├── merra2.py │ │ │ ├── mls_aura.py │ │ │ ├── mobo_dic2004_2019.py │ │ │ ├── mobo_dic_mpim.py │ │ │ ├── modis.ncl │ │ │ ├── mte.py │ │ │ ├── ncep_doe_r2.py │ │ │ ├── ncep_ncar_r1.py │ │ │ ├── ndp.py │ │ │ ├── niwa_bs.ncl │ │ │ ├── noaa_cires_20cr_v2.py │ │ │ ├── noaa_cires_20cr_v3.py │ │ │ ├── noaa_ersstv3b.py │ │ │ ├── noaa_ersstv5.py │ │ │ ├── noaa_gml_surface_flask.py │ │ │ ├── noaa_gml_surface_flask_ch4.py │ │ │ ├── noaa_gml_surface_flask_co2.py │ │ │ ├── noaa_mbl_ch4.py │ │ │ ├── noaaglobaltemp.py │ │ │ ├── nsidc_0116_nh.py │ │ │ ├── nsidc_0116_sh.py │ │ │ ├── nsidc_g02202_sh.py │ │ │ ├── oceansoda_ethz.py │ │ │ ├── osi_450_nh.py │ │ │ ├── osi_450_sh.py │ │ │ ├── patmos_x.ncl │ │ │ ├── persiann_cdr.py │ │ │ ├── phc.py │ │ │ ├── piomas.py │ │ │ ├── regen.py │ │ │ ├── scripps_co2_kum.py │ │ │ ├── tcom_ch4.py │ │ │ ├── tcom_n2o.py │ │ │ ├── tropflux.py │ │ │ ├── uwisc.ncl │ │ │ ├── wfde5.py │ │ │ └── woa.py │ │ ├── interface.ncl │ │ ├── nsidc_common.py │ │ ├── osi_common.py │ │ └── utilities.ncl │ │ └── utilities.py ├── config-references.yml ├── diag_scripts │ ├── __init__.py │ ├── aerosols │ │ ├── aero_utils.py │ │ └── aod_aeronet_assess.py │ ├── arctic_ocean │ │ ├── __init__.py │ │ ├── arctic_ocean.py │ │ ├── getdata.py │ │ ├── interpolation.py │ │ ├── plotting.py │ │ ├── regions.py │ │ └── utils.py │ ├── austral_jet │ │ ├── asr.ncl │ │ └── main.ncl │ ├── autoassess │ │ ├── __init__.py │ │ ├── _plot_mo_metrics.py │ │ ├── autoassess_area_base.py │ │ ├── autoassess_source │ │ │ └── landsea.nc │ │ ├── land_surface_permafrost │ │ │ ├── __init__.py │ │ │ ├── permafrost.py │ │ │ └── permafrost_koven_sites.py │ │ ├── land_surface_snow │ │ │ ├── README.txt │ │ │ ├── __init__.py │ │ │ └── snow.py │ │ ├── land_surface_soilmoisture │ │ │ ├── __init__.py │ │ │ └── soilmoisture.py │ │ ├── land_surface_surfrad │ │ │ ├── README.txt │ │ │ ├── __init__.py │ │ │ └── surfrad.py │ │ ├── loaddata.py │ │ ├── plot_autoassess_metrics.py │ │ └── stratosphere │ │ │ ├── DATA_SPECIFICATION.txt │ │ │ ├── README.txt │ │ │ ├── __init__.py │ │ │ ├── age_of_air.py │ │ │ ├── plotting.py │ │ │ └── strat_metrics_1.py │ ├── bock20jgr │ │ ├── corr_pattern.ncl │ │ ├── corr_pattern_collect.ncl │ │ ├── model_bias.ncl │ │ ├── tsline.ncl │ │ └── tsline_collect.ncl │ ├── carbon_cycle │ │ ├── main.ncl │ │ ├── mvi.ncl │ │ └── two_variables.ncl │ ├── carbon_ec │ │ ├── carbon_aux.ncl │ │ ├── carbon_beta.ncl │ │ ├── carbon_co2_cycle.ncl │ │ ├── carbon_constraint.ncl │ │ ├── carbon_gammaHist.ncl │ │ └── carbon_tsline.ncl │ ├── climate_metrics │ │ ├── __init__.py │ │ ├── create_barplot.py │ │ ├── create_scatterplot.py │ │ ├── create_table.py │ │ ├── ecs.py │ │ ├── external_sources │ │ │ ├── ipcc_ar4.yml │ │ │ └── ipcc_ar5.yml │ │ ├── feedback_parameters.py │ │ ├── psi.py │ │ ├── tcr.py │ │ ├── tcre.py │ │ └── zec.py │ ├── climate_patterns │ │ ├── __init__.py │ │ ├── climate_patterns.py │ │ ├── plotting.py │ │ └── sub_functions.py │ ├── clouds │ │ ├── clouds.ncl │ │ ├── clouds_bias.ncl │ │ ├── clouds_dyn_matrix.ncl │ │ ├── clouds_ecs_groups_boxplots.py │ │ ├── clouds_ecs_groups_maps.py │ │ ├── clouds_ecs_groups_zonal.py │ │ ├── clouds_interannual.ncl │ │ ├── clouds_ipcc.ncl │ │ ├── clouds_lifrac_scatter.ncl │ │ ├── clouds_lifrac_scatter_postproc.ncl │ │ ├── clouds_pdf.ncl │ │ ├── clouds_scatter.ncl │ │ ├── clouds_seasonal_cycle.ncl │ │ ├── clouds_taylor.ncl │ │ ├── clouds_taylor_double.ncl │ │ └── clouds_zonal.ncl │ ├── cmorizers │ │ └── era5.py │ ├── cmug_h2o │ │ ├── convert_h2o.py │ │ ├── diag_tropopause.py │ │ └── diag_tropopause_zonalmean.py │ ├── cos22esd │ │ ├── climate_change_hotspot.py │ │ └── hotspot_plotter.py │ ├── crem │ │ └── ww09_esmvaltool.py │ ├── cvdp │ │ ├── __init__.py │ │ ├── cvdp │ │ │ ├── CVDP_readme.pdf │ │ │ ├── LICENSE │ │ │ ├── driver.ncl │ │ │ ├── example_namelists │ │ │ │ ├── multiple_obs │ │ │ │ │ ├── namelist │ │ │ │ │ ├── namelist_obs │ │ │ │ │ └── obs2_directory_contents │ │ │ │ ├── namelist.CESM1-LENS │ │ │ │ ├── namelist.CESMcomparison │ │ │ │ ├── namelist.cmip3_20c3m │ │ │ │ ├── namelist.cmip3_historical │ │ │ │ ├── namelist.cmip5_historical │ │ │ │ ├── namelist.cmip5_historical_1900-2005 │ │ │ │ ├── namelist.lgens │ │ │ │ ├── namelist.lgens.add2ndobs │ │ │ │ ├── namelist.multobs │ │ │ │ ├── namelist.obs1 │ │ │ │ └── namelist_obs_4sets │ │ │ ├── namelist │ │ │ ├── namelist_obs │ │ │ └── ncl_scripts │ │ │ │ ├── aice.mean_stddev.ncl │ │ │ │ ├── aice.trends_timeseries.ncl │ │ │ │ ├── amo.ncl │ │ │ │ ├── amoc.ncl │ │ │ │ ├── cas-cvdp.png │ │ │ │ ├── functions.ncl │ │ │ │ ├── ipo.ncl │ │ │ │ ├── metrics.ncl │ │ │ │ ├── namelist.ncl │ │ │ │ ├── ncfiles.append.ncl │ │ │ │ ├── pdo.ncl │ │ │ │ ├── pr.mean_stddev.ncl │ │ │ │ ├── pr.trends_timeseries.ncl │ │ │ │ ├── psl.mean_stddev.ncl │ │ │ │ ├── psl.modes_indices.ncl │ │ │ │ ├── psl.nam_nao.ncl │ │ │ │ ├── psl.pna_npo.ncl │ │ │ │ ├── psl.sam_psa.ncl │ │ │ │ ├── psl.trends.ncl │ │ │ │ ├── snd.mean_stddev.ncl │ │ │ │ ├── snd.trends.ncl │ │ │ │ ├── sst.indices.ncl │ │ │ │ ├── sst.mean_stddev.ncl │ │ │ │ ├── sst.trends_timeseries.ncl │ │ │ │ ├── tas.mean_stddev.ncl │ │ │ │ ├── tas.trends_timeseries.ncl │ │ │ │ └── webpage.ncl │ │ └── cvdp_wrapper.py │ ├── deangelis15nat │ │ ├── deangelisf1b.py │ │ ├── deangelisf2ext.py │ │ └── deangelisf3f4.py │ ├── droughts │ │ ├── __init__.py │ │ ├── cdd.py │ │ ├── collect_drought.py │ │ ├── constants.py │ │ ├── diffmap.py │ │ ├── diffmap.yml │ │ ├── pet.R │ │ ├── spei.R │ │ ├── utils.R │ │ └── utils.py │ ├── emergent_constraints │ │ ├── __init__.py │ │ ├── cox18nature.py │ │ ├── ecs_cmip.cdl │ │ ├── ecs_cmip.nc │ │ ├── ecs_scatter.ncl │ │ ├── ecs_scatter.py │ │ ├── lif1f2.py │ │ ├── multiple_constraints.py │ │ ├── single_constraint.py │ │ └── snowalbedo.ncl │ ├── ensclus │ │ ├── __init__.py │ │ ├── ens_anom.py │ │ ├── ens_eof_kmeans.py │ │ ├── ens_plots.py │ │ ├── ensclus.py │ │ ├── eof_tool.py │ │ ├── read_netcdf.py │ │ └── sel_season_area.py │ ├── enso_metrics │ │ ├── climatology_diagnostic1.py │ │ ├── climatology_diagnosticlevel2.py │ │ └── enso_diag1metrics.py │ ├── examples │ │ ├── correlate.py │ │ ├── decadal_example.py │ │ ├── diagnostic.R │ │ ├── diagnostic.ncl │ │ ├── diagnostic.py │ │ ├── make_plot.py │ │ └── my_little_diagnostic.py │ ├── extreme_events │ │ ├── cfg_climdex.R │ │ ├── cfg_extreme.R │ │ ├── climdex.pcic.ncdf │ │ │ ├── CHANGELOG │ │ │ ├── CONTRIBUTING.rst │ │ │ ├── COPYING │ │ │ ├── DESCRIPTION │ │ │ ├── R │ │ │ │ └── ncdf.R │ │ │ ├── README.rst │ │ │ └── tests │ │ │ │ ├── bootstrap.R │ │ │ │ ├── exemplar_data.rda │ │ │ │ ├── test_basic_file_funcs.R │ │ │ │ └── test_var_meta.R │ │ ├── common_climdex_preprocessing_for_plots.R │ │ ├── extreme_events.R │ │ ├── make_glecker_plot.R │ │ └── make_timeseries_plot.R │ ├── eyring06jgr │ │ ├── eyring06jgr_fig01.ncl │ │ ├── eyring06jgr_fig05a.ncl │ │ ├── eyring06jgr_fig05b.ncl │ │ └── eyring06jgr_fig15.ncl │ ├── eyring13jgr │ │ └── eyring13jgr_fig12.ncl │ ├── galytska23 │ │ └── select_variables_for_tigramite.py │ ├── gwls │ │ ├── calculate_gwl_exceedance_years.py │ │ └── plot_gwl_exceedance_mm_stats.py │ ├── hydrology │ │ ├── __init__.py │ │ ├── compute_chunks.py │ │ ├── derive_evspsblpot.py │ │ ├── globwat.py │ │ ├── hydro_forcing.py │ │ ├── hype.py │ │ ├── lisflood.py │ │ ├── marrmot.py │ │ ├── pcrglobwb.py │ │ └── wflow.py │ ├── hyint │ │ ├── hyint.R │ │ ├── hyint_diagnostic.R │ │ ├── hyint_etccdi_preproc.R │ │ ├── hyint_functions.R │ │ ├── hyint_metadata.R │ │ ├── hyint_parameters.R │ │ ├── hyint_plot_maps.R │ │ ├── hyint_plot_trends.R │ │ ├── hyint_preproc.R │ │ └── hyint_trends.R │ ├── iht_toa │ │ ├── poisson_solver.py │ │ └── single_model_diagnostics.py │ ├── impact │ │ └── bias_and_change.py │ ├── ipcc_ar5 │ │ ├── ch09_fig09_14.py │ │ ├── ch09_fig09_3.ncl │ │ ├── ch09_fig09_42a.py │ │ ├── ch09_fig09_42b.py │ │ ├── ch09_fig09_6.ncl │ │ ├── ch09_fig09_6_collect.ncl │ │ ├── ch12_calc_IAV_for_stippandhatch.ncl │ │ ├── ch12_calc_map_diff_mmm_stippandhatch.ncl │ │ ├── ch12_calc_map_diff_scaleT_mmm_stipp.ncl │ │ ├── ch12_calc_zonal_cont_diff_mmm_stippandhatch.ncl │ │ ├── ch12_map_diff_each_model_fig12-9.ncl │ │ ├── ch12_plot_map_diff_mmm_stipp.ncl │ │ ├── ch12_plot_ts_line_mean_spread.ncl │ │ ├── ch12_plot_zonal_diff_mmm_stipp.ncl │ │ ├── ch12_snw_area_change_fig12-32.ncl │ │ ├── ch12_ts_line_mean_spread.ncl │ │ └── tsline.ncl │ ├── ipcc_ar6 │ │ ├── corr_pattern.ncl │ │ ├── corr_pattern_collect.ncl │ │ ├── model_bias.ncl │ │ ├── percentiles.ncl │ │ ├── precip_anom.ncl │ │ ├── tas_anom.ncl │ │ ├── tas_anom_damip.ncl │ │ ├── tsline_collect.ncl │ │ ├── zonal_st_dev.ncl │ │ └── zonal_westerly_winds.ncl │ ├── kcs │ │ ├── global_matching.py │ │ └── local_resampling.py │ ├── land_carbon_cycle │ │ ├── diag_global_turnover.py │ │ ├── diag_zonal_correlation.py │ │ ├── diag_zonal_turnover.py │ │ ├── plot_utils.py │ │ ├── provenance.py │ │ └── shared.py │ ├── landcover │ │ ├── albedolandcover.py │ │ └── landcover.py │ ├── lst │ │ └── lst.py │ ├── magic_bsc │ │ ├── PC.R │ │ ├── PowerCurves │ │ │ ├── Enercon_E70_2.3MW.txt │ │ │ ├── Gamesa_G80_2.0MW.txt │ │ │ ├── Gamesa_G87_2.0MW.txt │ │ │ ├── Vestas_V100_2.0MW.txt │ │ │ └── Vestas_V110_2.0MW.txt │ │ ├── RegimesAssign.R │ │ ├── WeatherRegime.R │ │ ├── capacity_factor.R │ │ ├── combined_indices.R │ │ ├── diurnal_temp_index.R │ │ ├── extreme_index.R │ │ ├── extreme_spells.R │ │ ├── multimodel_products.R │ │ ├── toymodel.R │ │ └── weather_regime.R │ ├── mder │ │ ├── absolute_correlation.ncl │ │ ├── regression_stepwise.ncl │ │ └── select_for_mder.ncl │ ├── miles │ │ ├── basis_functions.R │ │ ├── block_fast.R │ │ ├── block_figures.R │ │ ├── eof_fast.R │ │ ├── eof_figures.R │ │ ├── miles_block.R │ │ ├── miles_eof.R │ │ ├── miles_parameters.R │ │ ├── miles_regimes.R │ │ ├── regimes_fast.R │ │ └── regimes_figures.R │ ├── mlr │ │ ├── __init__.py │ │ └── plot.py │ ├── monitor │ │ ├── __init__.py │ │ ├── compute_eofs.py │ │ ├── monitor.py │ │ ├── monitor_base.py │ │ ├── monitor_config.yml │ │ └── multi_datasets.py │ ├── mpqb │ │ ├── mpqb_cfg_xch4.yml │ │ ├── mpqb_lineplot.py │ │ ├── mpqb_lineplot_anncyc.py │ │ ├── mpqb_lineplot_growthrate.py │ │ └── mpqb_utils.py │ ├── ocean │ │ ├── __init__.py │ │ ├── diagnostic_biases.py │ │ ├── diagnostic_maps.py │ │ ├── diagnostic_maps_multimodel.py │ │ ├── diagnostic_maps_quad.py │ │ ├── diagnostic_model_vs_obs.py │ │ ├── diagnostic_profiles.py │ │ ├── diagnostic_seaice.py │ │ ├── diagnostic_timeseries.py │ │ ├── diagnostic_tools.py │ │ └── diagnostic_transects.py │ ├── perfmetrics │ │ ├── collect.ncl │ │ ├── cycle.ncl │ │ ├── cycle_latlon.ncl │ │ ├── cycle_zonal.ncl │ │ ├── latlon.ncl │ │ ├── main.ncl │ │ └── zonal.ncl │ ├── portrait_plot.py │ ├── primavera │ │ └── eady_growth_rate │ │ │ └── eady_growth_rate.py │ ├── pv_capacityfactor │ │ ├── PV_CF.R │ │ └── pv_capacity_factor.R │ ├── quantilebias │ │ ├── quantilebias.R │ │ └── quantilebias_functions.R │ ├── radiation_budget │ │ ├── Demory_et_al_2014_obs_Energy_Budget.yml │ │ ├── Stephens_et_al_2012_obs_Energy_Budget.yml │ │ ├── radiation_budget.py │ │ └── seasonal_radiation_budget.py │ ├── regional_downscaling │ │ ├── Figure9.38.ncl │ │ ├── Figure9.39.ncl │ │ ├── Figure9.40.ncl │ │ ├── Figure9.41.ncl │ │ └── regional_function.ncl │ ├── runoff_et │ │ └── catchment_analysis.py │ ├── russell18jgr │ │ ├── russell18jgr-fig2.ncl │ │ ├── russell18jgr-fig3b-2.ncl │ │ ├── russell18jgr-fig3b.ncl │ │ ├── russell18jgr-fig4.ncl │ │ ├── russell18jgr-fig5.ncl │ │ ├── russell18jgr-fig5g.ncl │ │ ├── russell18jgr-fig6a.ncl │ │ ├── russell18jgr-fig6b.ncl │ │ ├── russell18jgr-fig7h.ncl │ │ ├── russell18jgr-fig7i.ncl │ │ ├── russell18jgr-fig9a.ncl │ │ ├── russell18jgr-fig9b.ncl │ │ ├── russell18jgr-fig9c.ncl │ │ └── russell18jgr-polar.ncl │ ├── sea_surface_salinity │ │ └── compare_salinity.py │ ├── seaborn_diag.py │ ├── seaborn_jointplot_histogram.py │ ├── seaice │ │ ├── seaice_aux.ncl │ │ ├── seaice_ecs.ncl │ │ ├── seaice_trends.ncl │ │ ├── seaice_tsline.ncl │ │ └── seaice_yod.ncl │ ├── seaice_drift │ │ └── seaice_drift.py │ ├── seaice_feedback │ │ └── negative_seaice_feedback.py │ ├── shapeselect │ │ ├── diag_shapeselect.py │ │ └── testdata │ │ │ ├── Elbe.dbf │ │ │ ├── Elbe.prj │ │ │ ├── Elbe.shp │ │ │ ├── Elbe.shx │ │ │ ├── MotalaStrom.dbf │ │ │ ├── MotalaStrom.prj │ │ │ ├── MotalaStrom.shp │ │ │ ├── MotalaStrom.shx │ │ │ ├── Thames.dbf │ │ │ ├── Thames.prj │ │ │ ├── Thames.shp │ │ │ ├── Thames.shx │ │ │ ├── multicatchment.dbf │ │ │ ├── multicatchment.prj │ │ │ ├── multicatchment.shp │ │ │ ├── multicatchment.shx │ │ │ ├── testfile.dbf │ │ │ ├── testfile.prj │ │ │ ├── testfile.shp │ │ │ └── testfile.shx │ ├── shared │ │ ├── README.md │ │ ├── __init__.py │ │ ├── _base.py │ │ ├── _diag.py │ │ ├── _supermeans.py │ │ ├── _validation.py │ │ ├── dataset_selection.ncl │ │ ├── ensemble.ncl │ │ ├── external.R │ │ ├── io.py │ │ ├── iris_helpers.py │ │ ├── latlon.ncl │ │ ├── mder.ncl │ │ ├── names.py │ │ ├── plot │ │ │ ├── __init__.py │ │ │ ├── _plot.py │ │ │ ├── aux_plotting.ncl │ │ │ ├── carbon_plots.ncl │ │ │ ├── contour_maps.ncl │ │ │ ├── contourplot.ncl │ │ │ ├── legends.ncl │ │ │ ├── mder.ncl │ │ │ ├── portrait_plot.ncl │ │ │ ├── rgb │ │ │ │ ├── amwg.rgb │ │ │ │ ├── categorical_fig5.rgb │ │ │ │ ├── cmip_line.rgb │ │ │ │ ├── cmip_shading.rgb │ │ │ │ ├── eyring_toz.rgb │ │ │ │ ├── ipcc-ar6_blue_multiple_hue_non-diverging_03.rgb │ │ │ │ ├── ipcc-ar6_blue_multiple_hue_non-diverging_04.rgb │ │ │ │ ├── ipcc-ar6_blue_multiple_hue_non-diverging_05.rgb │ │ │ │ ├── ipcc-ar6_blue_non-diverging_03.rgb │ │ │ │ ├── ipcc-ar6_blue_non-diverging_04.rgb │ │ │ │ ├── ipcc-ar6_blue_non-diverging_05.rgb │ │ │ │ ├── ipcc-ar6_cmip_line.rgb │ │ │ │ ├── ipcc-ar6_cmip_shading.rgb │ │ │ │ ├── ipcc-ar6_damip_line.rgb │ │ │ │ ├── ipcc-ar6_damip_shading.rgb │ │ │ │ ├── ipcc-ar6_green_multiple_hue_non-diverging_03.rgb │ │ │ │ ├── ipcc-ar6_green_multiple_hue_non-diverging_04.rgb │ │ │ │ ├── ipcc-ar6_green_multiple_hue_non-diverging_05.rgb │ │ │ │ ├── ipcc-ar6_green_non-diverging_03.rgb │ │ │ │ ├── ipcc-ar6_green_non-diverging_04.rgb │ │ │ │ ├── ipcc-ar6_green_non-diverging_05.rgb │ │ │ │ ├── ipcc-ar6_line_01.rgb │ │ │ │ ├── ipcc-ar6_line_02.rgb │ │ │ │ ├── ipcc-ar6_line_03.rgb │ │ │ │ ├── ipcc-ar6_line_04.rgb │ │ │ │ ├── ipcc-ar6_line_05.rgb │ │ │ │ ├── ipcc-ar6_line_06.rgb │ │ │ │ ├── ipcc-ar6_line_shading.rgb │ │ │ │ ├── ipcc-ar6_misc_div.rgb │ │ │ │ ├── ipcc-ar6_misc_seq_1.rgb │ │ │ │ ├── ipcc-ar6_precipitation_05.rgb │ │ │ │ ├── ipcc-ar6_precipitation_06.rgb │ │ │ │ ├── ipcc-ar6_precipitation_07.rgb │ │ │ │ ├── ipcc-ar6_precipitation_08.rgb │ │ │ │ ├── ipcc-ar6_precipitation_09.rgb │ │ │ │ ├── ipcc-ar6_precipitation_10.rgb │ │ │ │ ├── ipcc-ar6_precipitation_11.rgb │ │ │ │ ├── ipcc-ar6_precipitation_div.rgb │ │ │ │ ├── ipcc-ar6_precipitation_seq.rgb │ │ │ │ ├── ipcc-ar6_purple_multiple_hue_non-diverging_03.rgb │ │ │ │ ├── ipcc-ar6_purple_multiple_hue_non-diverging_04.rgb │ │ │ │ ├── ipcc-ar6_purple_multiple_hue_non-diverging_05.rgb │ │ │ │ ├── ipcc-ar6_purple_non-diverging_03.rgb │ │ │ │ ├── ipcc-ar6_purple_non-diverging_04.rgb │ │ │ │ ├── ipcc-ar6_purple_non-diverging_05.rgb │ │ │ │ ├── ipcc-ar6_rcp_line.rgb │ │ │ │ ├── ipcc-ar6_rcp_shading.rgb │ │ │ │ ├── ipcc-ar6_red_multiple_hue_non-diverging_03.rgb │ │ │ │ ├── ipcc-ar6_red_multiple_hue_non-diverging_04.rgb │ │ │ │ ├── ipcc-ar6_red_multiple_hue_non-diverging_05.rgb │ │ │ │ ├── ipcc-ar6_red_non-diverging_03.rgb │ │ │ │ ├── ipcc-ar6_red_non-diverging_04.rgb │ │ │ │ ├── ipcc-ar6_red_non-diverging_05.rgb │ │ │ │ ├── ipcc-ar6_temperature_05.rgb │ │ │ │ ├── ipcc-ar6_temperature_06.rgb │ │ │ │ ├── ipcc-ar6_temperature_07.rgb │ │ │ │ ├── ipcc-ar6_temperature_08.rgb │ │ │ │ ├── ipcc-ar6_temperature_09.rgb │ │ │ │ ├── ipcc-ar6_temperature_10.rgb │ │ │ │ ├── ipcc-ar6_temperature_11.rgb │ │ │ │ ├── ipcc-ar6_temperature_div.rgb │ │ │ │ ├── ipcc-ar6_temperature_seq.rgb │ │ │ │ ├── ipcc-ar6_wind_div.rgb │ │ │ │ ├── ipcc-od550aer-delta.rgb │ │ │ │ ├── ipcc-od550aer.rgb │ │ │ │ ├── ipcc-precip-absdelta.rgb │ │ │ │ ├── ipcc-precip-delta.rgb │ │ │ │ ├── ipcc-precip-reldelta.rgb │ │ │ │ ├── ipcc-precip.rgb │ │ │ │ ├── ipcc-tas-absdelta.rgb │ │ │ │ ├── ipcc-tas-delta.rgb │ │ │ │ ├── ipcc-tas-seasdelta.rgb │ │ │ │ ├── ipcc-tas.rgb │ │ │ │ ├── ipcc_color_ssp_tseries.rgb │ │ │ │ ├── ipcc_color_tseries.rgb │ │ │ │ ├── ipcc_colors_blu2red_centered.rgb │ │ │ │ ├── ipcc_colors_red2blu_centered.rgb │ │ │ │ ├── ipcc_prec_div_14.rgb │ │ │ │ ├── ipcc_prec_seq_14.rgb │ │ │ │ ├── ipcc_prec_seq_7.rgb │ │ │ │ ├── ipcc_temp_div_10.rgb │ │ │ │ ├── ipcc_temp_div_18.rgb │ │ │ │ ├── ipcc_temp_scaling.rgb │ │ │ │ ├── ipcc_temp_seq_14.rgb │ │ │ │ ├── ipcc_temp_seq_9.rgb │ │ │ │ ├── ipcc_temperature_with_grey.rgb │ │ │ │ ├── percent100.rgb │ │ │ │ ├── qcm3.rgb │ │ │ │ ├── rainbow.rgb │ │ │ │ └── red-blue.rgb │ │ │ ├── scatterplot.ncl │ │ │ ├── style.cfg │ │ │ ├── style.ncl │ │ │ ├── styles │ │ │ │ ├── ccmval1.style │ │ │ │ ├── ccmval2.style │ │ │ │ ├── cmip3.style │ │ │ │ ├── cmip356.style │ │ │ │ ├── cmip5.style │ │ │ │ ├── cmip5_esa.style │ │ │ │ ├── cmip6.style │ │ │ │ ├── cmip6_ipcc.style │ │ │ │ ├── default.style │ │ │ │ ├── go.style │ │ │ │ ├── lauer21.style │ │ │ │ └── righi15gmd.style │ │ │ ├── styles_python │ │ │ │ ├── cmip5.yml │ │ │ │ ├── cmip6.yml │ │ │ │ ├── convert_ncl_style.py │ │ │ │ ├── cox18nature.yml │ │ │ │ ├── matplotlib │ │ │ │ │ ├── default.mplstyle │ │ │ │ │ ├── ipcc_ar6_fgd.mplstyle │ │ │ │ │ └── small_font.mplstyle │ │ │ │ ├── sst_bias.yml │ │ │ │ └── style_header │ │ │ ├── taylor_plot.ncl │ │ │ ├── xy_line.ncl │ │ │ └── zonalmean_profile.ncl │ │ ├── regridding.ncl │ │ ├── scaling.ncl │ │ ├── set_operators.ncl │ │ └── statistics.ncl │ ├── tebaldi21esd │ │ ├── calc_IAV_hatching.ncl │ │ ├── calc_cmip6_and_cmip5_pattern_diff_scaleT.ncl │ │ ├── calc_pattern_comparison.ncl │ │ ├── calc_pattern_diff_scaleT.ncl │ │ ├── calc_pattern_intermodel_stddev_scaleT.ncl │ │ ├── calc_pattern_interscenario_stddev_scaleT.ncl │ │ ├── calc_pattern_stddev_scaleT.ncl │ │ ├── calc_pattern_stippling_hatching.ncl │ │ ├── calc_table_changes.ncl │ │ ├── calc_table_warming_level.ncl │ │ ├── calc_timeseries_across_realization_stddev_runave.ncl │ │ ├── calc_timeseries_mean_spread_runave.ncl │ │ ├── calc_timeseries_mean_spread_ssp4.ncl │ │ ├── calc_timeseries_mean_spread_ssp5.ncl │ │ ├── plot_pattern.ncl │ │ ├── plot_table_changes.ncl │ │ ├── plot_table_warming_level.ncl │ │ ├── plot_timeseries_across_realization_stddev_runave.ncl │ │ ├── plot_timeseries_mean_spread.ncl │ │ ├── plot_timeseries_mean_spread_3scenarios.ncl │ │ ├── plot_timeseries_mean_spread_constrained_projections.ncl │ │ ├── plot_timeseries_mean_spread_rightaxis_5scen.ncl │ │ ├── plot_timeseries_mean_spread_ssp4.ncl │ │ └── plot_timeseries_mean_spread_ssp5.ncl │ ├── thermodyn_diagtool │ │ ├── __init__.py │ │ ├── computations.py │ │ ├── fluxogram.py │ │ ├── fourier_coefficients.py │ │ ├── lorenz_cycle.py │ │ ├── mkthe.py │ │ ├── plot_script.py │ │ ├── provenance_meta.py │ │ └── thermodyn_diagnostics.py │ ├── validation.py │ ├── weighting │ │ ├── calculate_difference_variable_group.py │ │ ├── climwip │ │ │ ├── calibrate_sigmas.py │ │ │ ├── core_functions.py │ │ │ ├── io_functions.py │ │ │ └── main.py │ │ ├── plot_utilities.py │ │ ├── weighted_temperature_graph.py │ │ └── weighted_temperature_map.py │ ├── xco2_analysis │ │ ├── carbon_plots.ncl │ │ ├── delta_T.ncl │ │ ├── global_maps.ncl │ │ ├── main.ncl │ │ ├── panel_plots.ncl │ │ ├── sat_masks.ncl │ │ ├── stat.ncl │ │ └── station_comparison.ncl │ └── zmnam │ │ ├── __init__.py │ │ ├── zmnam.py │ │ ├── zmnam_calc.py │ │ ├── zmnam_plot.py │ │ └── zmnam_preproc.py ├── install │ ├── Julia │ │ ├── Project.toml │ │ └── setup.jl │ └── __init__.py ├── interface_scripts │ ├── auxiliary.ncl │ ├── constants.ncl │ ├── data_handling.ncl │ ├── interface.ncl │ └── logging.ncl ├── recipes │ ├── bock20jgr │ │ ├── recipe_bock20jgr_fig_1-4.yml │ │ ├── recipe_bock20jgr_fig_6-7.yml │ │ └── recipe_bock20jgr_fig_8-10.yml │ ├── clouds │ │ ├── recipe_bock24acp_fig3-4_maps.yml │ │ ├── recipe_bock24acp_fig6_zonal.yml │ │ ├── recipe_bock24acp_fig7_boxplots.yml │ │ ├── recipe_clouds_bias.yml │ │ ├── recipe_clouds_ipcc.yml │ │ ├── recipe_lauer13jclim.yml │ │ ├── recipe_lauer22jclim_fig1_clim.yml │ │ ├── recipe_lauer22jclim_fig1_clim_amip.yml │ │ ├── recipe_lauer22jclim_fig2_taylor.yml │ │ ├── recipe_lauer22jclim_fig2_taylor_amip.yml │ │ ├── recipe_lauer22jclim_fig3-4_zonal.yml │ │ ├── recipe_lauer22jclim_fig5_lifrac.yml │ │ ├── recipe_lauer22jclim_fig6_interannual.yml │ │ ├── recipe_lauer22jclim_fig7_seas.yml │ │ ├── recipe_lauer22jclim_fig8_dyn.yml │ │ ├── recipe_lauer22jclim_fig9-11ab_scatter.yml │ │ └── recipe_lauer22jclim_fig9-11c_pdf.yml │ ├── cmorizers │ │ ├── recipe_daily_era5.yml │ │ └── recipe_era5-land.yml │ ├── droughts │ │ ├── recipe_cdd.yml │ │ ├── recipe_martin18grl.yml │ │ └── recipe_spei.yml │ ├── examples │ │ ├── recipe_check_obs.yml │ │ ├── recipe_concatenate_exps.yml │ │ ├── recipe_correlation.yml │ │ ├── recipe_decadal.yml │ │ ├── recipe_easy_ipcc.yml │ │ ├── recipe_extract_shape.yml │ │ ├── recipe_my_personal_diagnostic.yml │ │ ├── recipe_ncl.yml │ │ ├── recipe_preprocessor_derive_test.yml │ │ ├── recipe_preprocessor_test.yml │ │ ├── recipe_python.yml │ │ ├── recipe_r.yml │ │ └── recipe_variable_groups.yml │ ├── hydrology │ │ ├── recipe_globwat.yml │ │ ├── recipe_hydro_forcing.yml │ │ ├── recipe_hype.yml │ │ ├── recipe_lisflood.yml │ │ ├── recipe_marrmot.yml │ │ ├── recipe_pcrglobwb.yml │ │ └── recipe_wflow.yml │ ├── ipccwg1ar5ch9 │ │ ├── recipe_flato13ipcc_figure_914.yml │ │ ├── recipe_flato13ipcc_figure_924.yml │ │ ├── recipe_flato13ipcc_figure_942.yml │ │ ├── recipe_flato13ipcc_figure_945a.yml │ │ ├── recipe_flato13ipcc_figure_96.yml │ │ ├── recipe_flato13ipcc_figure_98.yml │ │ ├── recipe_flato13ipcc_figures_926_927.yml │ │ ├── recipe_flato13ipcc_figures_92_95.yml │ │ ├── recipe_flato13ipcc_figures_938_941_cmip3.yml │ │ ├── recipe_flato13ipcc_figures_938_941_cmip6.yml │ │ └── recipe_weigel21gmd_figures_13_16.yml │ ├── ipccwg1ar6ch3 │ │ ├── recipe_ipccwg1ar6ch3_atmosphere.yml │ │ ├── recipe_ipccwg1ar6ch3_fig_3_19.yml │ │ ├── recipe_ipccwg1ar6ch3_fig_3_24.yml │ │ ├── recipe_ipccwg1ar6ch3_fig_3_42_a.yml │ │ ├── recipe_ipccwg1ar6ch3_fig_3_42_b.yml │ │ ├── recipe_ipccwg1ar6ch3_fig_3_43.yml │ │ └── recipe_ipccwg1ar6ch3_fig_3_9.yml │ ├── model_evaluation │ │ ├── recipe_model_benchmarking_annual_cycle.yml │ │ ├── recipe_model_benchmarking_boxplots.yml │ │ ├── recipe_model_benchmarking_diurnal_cycle.yml │ │ ├── recipe_model_benchmarking_maps.yml │ │ ├── recipe_model_benchmarking_timeseries.yml │ │ ├── recipe_model_benchmarking_zonal.yml │ │ ├── recipe_model_evaluation_basics.yml │ │ ├── recipe_model_evaluation_clouds_clim.yml │ │ ├── recipe_model_evaluation_clouds_cycles.yml │ │ └── recipe_model_evaluation_precip_zonal.yml │ ├── monitor │ │ ├── recipe_monitor.yml │ │ └── recipe_monitor_with_refs.yml │ ├── mpqb │ │ └── recipe_mpqb_xch4.yml │ ├── recipe_albedolandcover.yml │ ├── recipe_anav13jclim.yml │ ├── recipe_aod_aeronet_assess.yml │ ├── recipe_arctic_ocean.yml │ ├── recipe_autoassess_landsurface_permafrost.yml │ ├── recipe_autoassess_landsurface_soilmoisture.yml │ ├── recipe_autoassess_landsurface_surfrad.yml │ ├── recipe_autoassess_stratosphere.yml │ ├── recipe_calculate_gwl_exceedance_stats.yml │ ├── recipe_capacity_factor.yml │ ├── recipe_carvalhais14nat.yml │ ├── recipe_climate_change_hotspot.yml │ ├── recipe_climate_patterns.yml │ ├── recipe_climwip_brunner2019_med.yml │ ├── recipe_climwip_brunner20esd.yml │ ├── recipe_climwip_test_basic.yml │ ├── recipe_climwip_test_performance_sigma.yml │ ├── recipe_cmug_h2o.yml │ ├── recipe_collins13ipcc.yml │ ├── recipe_combined_indices.yml │ ├── recipe_cox18nature.yml │ ├── recipe_cvdp.yml │ ├── recipe_deangelis15nat.yml │ ├── recipe_diurnal_temperature_index.yml │ ├── recipe_eady_growth_rate.yml │ ├── recipe_ecs.yml │ ├── recipe_ecs_constraints.yml │ ├── recipe_ecs_scatter.yml │ ├── recipe_ensclus.yml │ ├── recipe_esacci_lst.yml │ ├── recipe_esacci_oc.yml │ ├── recipe_extreme_events.yml │ ├── recipe_extreme_index.yml │ ├── recipe_eyring06jgr.yml │ ├── recipe_eyring13jgr_12.yml │ ├── recipe_galytska23jgr.yml │ ├── recipe_gier2020bg.yml │ ├── recipe_heatwaves_coldwaves.yml │ ├── recipe_hyint.yml │ ├── recipe_hyint_extreme_events.yml │ ├── recipe_iht_toa.yml │ ├── recipe_impact.yml │ ├── recipe_kcs.yml │ ├── recipe_landcover.yml │ ├── recipe_li17natcc.yml │ ├── recipe_meehl20sciadv.yml │ ├── recipe_miles_block.yml │ ├── recipe_miles_eof.yml │ ├── recipe_miles_regimes.yml │ ├── recipe_modes_of_variability.yml │ ├── recipe_multimodel_products.yml │ ├── recipe_ocean_Landschuetzer2016.yml │ ├── recipe_ocean_amoc.yml │ ├── recipe_ocean_bgc.yml │ ├── recipe_ocean_example.yml │ ├── recipe_ocean_ice_extent.yml │ ├── recipe_ocean_multimap.yml │ ├── recipe_ocean_quadmap.yml │ ├── recipe_ocean_scalar_fields.yml │ ├── recipe_perfmetrics_CMIP5.yml │ ├── recipe_perfmetrics_CMIP5_4cds.yml │ ├── recipe_perfmetrics_land_CMIP5.yml │ ├── recipe_portrait_CMIP.yml │ ├── recipe_pv_capacity_factor.yml │ ├── recipe_quantilebias.yml │ ├── recipe_radiation_budget.yml │ ├── recipe_runoff_et.yml │ ├── recipe_russell18jgr.yml │ ├── recipe_schlund20esd.yml │ ├── recipe_sea_surface_salinity.yml │ ├── recipe_seaborn.yml │ ├── recipe_seaice.yml │ ├── recipe_seaice_drift.yml │ ├── recipe_seaice_feedback.yml │ ├── recipe_shapeselect.yml │ ├── recipe_smpi.yml │ ├── recipe_smpi_4cds.yml │ ├── recipe_snowalbedo.yml │ ├── recipe_tcr.yml │ ├── recipe_tcre.yml │ ├── recipe_tebaldi21esd.yml │ ├── recipe_thermodyn_diagtool.yml │ ├── recipe_toymodel.yml │ ├── recipe_validation.yml │ ├── recipe_validation_CMIP6.yml │ ├── recipe_wenzel14jgr.yml │ ├── recipe_wenzel16jclim.yml │ ├── recipe_wenzel16nat.yml │ ├── recipe_williams09climdyn_CREM.yml │ ├── recipe_zec.yml │ ├── recipe_zmnam.yml │ ├── ref │ │ ├── recipe_enso_basicclimatology.yml │ │ ├── recipe_enso_characteristics.yml │ │ ├── recipe_ref_cre.yml │ │ ├── recipe_ref_ozone.yml │ │ ├── recipe_ref_scatterplot.yml │ │ └── recipe_ref_sea_ice_area_basic.yml │ └── testing │ │ ├── recipe_deangelis15nat_fig1_fast.yml │ │ └── recipe_python_for_CI.yml ├── references │ ├── acknow_author.bibtex │ ├── acknow_project.bibtex │ ├── aeronetv3.bibtex │ ├── agcd-v201.bibtex │ ├── alexander06jgr.bibtex │ ├── anav13jclim.bibtex │ ├── andrews12grl.bibtex │ ├── antonov10usgov.bibtex │ ├── anuclimate2.bibtex │ ├── aphro-ma-v1101.bibtex │ ├── aphro-ma-v1808.bibtex │ ├── aquila11gmd.bibtex │ ├── aura-tes.bibtex │ ├── bakker14essd.bibtex │ ├── baldwin09qjrms.bibtex │ ├── berkeleyearth.bibtex │ ├── bett2016renene.bibtex │ ├── bianchi12gbc.bibtex │ ├── bock20jgr.bibtex │ ├── bock24acp.bibtex │ ├── brient16climdyn.bibtex │ ├── brient16jclim.bibtex │ ├── brown02nsidc.bibtex │ ├── brunner2019.bibtex │ ├── brunner2020.bibtex │ ├── calipso-icecloud.bibtex │ ├── carvalhais14nature.bibtex │ ├── cds-satellite-lai-fapar.bibtex │ ├── cds-satellite-soil-moisture.bibtex │ ├── cds-uerra.bibtex │ ├── cds-xch4.bibtex │ ├── cds-xco2.bibtex │ ├── ceres-ebaf-ed41.bibtex │ ├── ceres-ebaf.bibtex │ ├── ceres-syn1deg.bibtex │ ├── cionni11acp.bibtex │ ├── clara-avhrr.bibtex │ ├── clivar09jclim.bibtex │ ├── collins13ipcc.bibtex │ ├── contact_authors.bibtex │ ├── corti99nat.bibtex │ ├── cos22esd.bibtex │ ├── cowtanway.bibtex │ ├── cox18nature.bibtex │ ├── cru.bibtex │ ├── ct2019.bibtex │ ├── davini12jclim.bibtex │ ├── davini18.bibtex │ ├── deangelis15nat.bibtex │ ├── debruin16ams.bibtex │ ├── demora2018gmd.bibtex │ ├── docquier2017cryo.bibtex │ ├── dong08grl.bibtex │ ├── donofrio14jh.bibtex │ ├── dorigo17rse.bibtex │ ├── duemenil00mpimr.bibtex │ ├── duveiller2018.bibtex │ ├── e-obs.bibtex │ ├── emmons00jgr.bibtex │ ├── eppley-vgpm-modis.bibtex │ ├── era-interim-land.bibtex │ ├── era-interim.bibtex │ ├── era5-land.bibtex │ ├── era5.bibtex │ ├── ersstv3b.bibtex │ ├── ersstv5.bibtex │ ├── esacci-aerosol.bibtex │ ├── esacci-cloud.bibtex │ ├── esacci-fire.bibtex │ ├── esacci-landcover.bibtex │ ├── esacci-oc.bibtex │ ├── esacci-ozone.bibtex │ ├── esacci-sea-surface-salinity.bibtex │ ├── esacci-seaice.bibtex │ ├── esacci-soilmoisture.bibtex │ ├── esacci-sst-bias-correction.bibtex │ ├── esacci-sst.bibtex │ ├── esacci-watervapour.bibtex │ ├── esacci_lst.bibtex │ ├── esdc.bibtex │ ├── esrl.bibtex │ ├── eyring06jgr.bibtex │ ├── eyring13jgr.bibtex │ ├── eyring19gmdd.bibtex │ ├── eyring21ipcc.bibtex │ ├── flato13ipcc.bibtex │ ├── fluxcom.bibtex │ ├── fox-kemper21ipcc.bibtex │ ├── fuckar15cd.bibtex │ ├── galytska23jgr.bibtex │ ├── gcp2018.bibtex │ ├── gcp2020.bibtex │ ├── gen14jclim.bibtex │ ├── georgievski18tac.bibtex │ ├── ghcn-cams.bibtex │ ├── ghcn.bibtex │ ├── gier20bg.bibtex │ ├── giorgi11jc.bibtex │ ├── giorgi14jgr.bibtex │ ├── gistemp.bibtex │ ├── gleckler08jgr.bibtex │ ├── glodap.bibtex │ ├── goswami99qjrms.bibtex │ ├── gpcc.bibtex │ ├── gpcp-sg.bibtex │ ├── grace.bibtex │ ├── gregory04grl.bibtex │ ├── gregory08jgr.bibtex │ ├── gruber19essd.bibtex │ ├── hadcrut3.bibtex │ ├── hadcrut4.bibtex │ ├── hadcrut5.bibtex │ ├── hadex3.bibtex │ ├── hadisst.bibtex │ ├── hagemann13james.bibtex │ ├── hall06grl.bibtex │ ├── haloe.bibtex │ ├── hersbach20rmets.bibtex │ ├── hoogeveen15hess.bibtex │ ├── huntingford2000climdyn.bibtex │ ├── hwsd.bibtex │ ├── iap.bibtex │ ├── isccp-fh.bibtex │ ├── iturbide20essd.bibtex │ ├── jma-transcom.bibtex │ ├── jones13jgr.bibtex │ ├── jones15james.bibtex │ ├── jra_25.bibtex │ ├── jra_55.bibtex │ ├── kadow20natgeosc.bibtex │ ├── kato18ebaf.bibtex │ ├── kerry06jclim.bibtex │ ├── key04gbc.bibtex │ ├── kim09jclim.bibtex │ ├── kim12grl.bibtex │ ├── knutti2017.bibtex │ ├── koven13jclim.bibtex │ ├── lai3g.bibtex │ ├── landflux-eval.bibtex │ ├── landschuetzer2016.bibtex │ ├── landschuetzer2020.bibtex │ ├── langbein1949usgs.bibtex │ ├── lauer05acp.bibtex │ ├── lauer13jclim.bibtex │ ├── lauer17rse.bibtex │ ├── lauer22jclim.bibtex │ ├── lauer25gmd.bibtex │ ├── legates90tac.bibtex │ ├── lembo16climdyn.bibtex │ ├── lembo19gmdd.bibtex │ ├── lenderink14erl.bibtex │ ├── li14jclim.bibtex │ ├── li17natcc.bibtex │ ├── lin08jclim.bibtex │ ├── lipat17grl.bibtex │ ├── lloyd-hughes02jclim.bibtex │ ├── locarini10usgov.bibtex │ ├── loeb19jclim.bibtex │ ├── lorenz2018.bibtex │ ├── lucarini14revgeop.bibtex │ ├── mac-lwp.bibtex │ ├── macdougall20.bibtex │ ├── manubens18ems.bibtex │ ├── martin18grl.bibtex │ ├── massonet18natcc.bibtex │ ├── massonnet12tc.bibtex │ ├── mathison2024gmd.bibtex │ ├── mckee93proc.bibtex │ ├── meehl20sciadv.bibtex │ ├── mehran14jgr.bibtex │ ├── merra.bibtex │ ├── merra2.bibtex │ ├── mls-aura.bibtex │ ├── mobo_dic2004_2019.bibtex │ ├── mobo_dic_mpim.bibtex │ ├── modis1.bibtex │ ├── modis2.bibtex │ ├── morenochamarro2021.bibtex │ ├── mte.bibtex │ ├── mueller13hess.bibtex │ ├── mueller14grl.bibtex │ ├── ncep-doe-r2.bibtex │ ├── ncep-ncar-r1.bibtex │ ├── ncep.bibtex │ ├── ndp.bibtex │ ├── niwa-bs.bibtex │ ├── noaa-cires-20cr-v2.bibtex │ ├── noaa-cires-20cr-v3.bibtex │ ├── noaa-gml-surface-flask-ch4.bibtex │ ├── noaa-gml-surface-flask-co2.bibtex │ ├── noaa-mbl-ch4.bibtex │ ├── noaaglobaltemp.bibtex │ ├── nsidc-0116.bibtex │ ├── nsidc-g02202.bibtex │ ├── oceansoda_ethz.bibtex │ ├── osi-450.bibtex │ ├── patmos-x.bibtex │ ├── pearce23jclim.bibtex │ ├── persiann-cdr.bibtex │ ├── phc.bibtex │ ├── phillips14eos.bibtex │ ├── piomas.bibtex │ ├── planton2021.bibtex │ ├── rebora06jhm.bibtex │ ├── regen.bibtex │ ├── righi13acp.bibtex │ ├── righi15gmd.bibtex │ ├── rk2008bams.bibtex │ ├── roedenbeck13os.bibtex │ ├── roehrig13jclim.bibtex │ ├── russell18jgr.bibtex │ ├── sanderson24gmd.bibtex │ ├── schlund20esd.bibtex │ ├── schlund20jgr.bibtex │ ├── scripps_co2.bibtex │ ├── seneviratne12ipcc.bibtex │ ├── sherwood14nat.bibtex │ ├── sillman13jgr.bibtex │ ├── sommer17joss.bibtex │ ├── sperber12asl.bibtex │ ├── stephens17bams.bibtex │ ├── straus07jcli.bibtex │ ├── stroeve07grl.bibtex │ ├── su14jgr.bibtex │ ├── sutanudjaja2018gmd.bibtex │ ├── swaminathan22jclim.bibtex │ ├── takahashi14marchem.bibtex │ ├── taylor12nature.bibtex │ ├── tcom_ch4.bibtex │ ├── tcom_n2o.bibtex │ ├── tebaldi21esd.bibtex │ ├── terzago18nhess.bibtex │ ├── tian15grl.bibtex │ ├── tibaldi90tel.bibtex │ ├── tropflux.bibtex │ ├── uwisc.bibtex │ ├── vicente10jclim.bibtex │ ├── volodin08izvestiya.bibtex │ ├── wang11climdyn.bibtex │ ├── wang99bams.bibtex │ ├── waskom21joss.bibtex │ ├── webster92qjrms.bibtex │ ├── weedon14wrr.bibtex │ ├── weigel08qjrms.bibtex │ ├── weigel2021gmd.bibtex │ ├── wenzel14jgr.bibtex │ ├── wenzel16jclim.bibtex │ ├── wenzel16nat.bibtex │ ├── wfde5.bibtex │ ├── williams09climdyn.bibtex │ ├── woa2013v2.bibtex │ ├── woa2018.bibtex │ ├── zhai15grl.bibtex │ └── zhang11wcc.bibtex └── utils │ ├── __init__.py │ ├── batch-jobs │ ├── generate.py │ └── parse_recipes_output.py │ ├── color_tables │ ├── __init__.py │ └── show_color_tables.py │ ├── develop │ ├── __init__.py │ └── compare.py │ ├── draft_release_notes.py │ ├── editor-enhancements │ ├── find_nclfuncs.csh │ ├── ncl-ESMValTool.el │ └── yaml-mode.el │ ├── nclcodestyle │ ├── __init__.py │ ├── diff2pycodestyle.txt │ ├── nclcodestyle.py │ ├── tokenize.py │ ├── tokenize2.py_ │ └── tokenize3.py_ │ ├── prov2files.py │ ├── recipe_test_workflow │ ├── Jinja2Tests │ │ └── file_exists.py │ ├── app │ │ ├── compare │ │ │ └── rose-app.conf │ │ ├── configure │ │ │ ├── bin │ │ │ │ ├── configure.py │ │ │ │ └── test_configure.py │ │ │ └── rose-app.conf │ │ ├── generate_report │ │ │ ├── bin │ │ │ │ ├── generate_html_report.py │ │ │ │ ├── report_template.jinja │ │ │ │ └── test_generate_html_report.py │ │ │ ├── opt │ │ │ │ └── rose-app-dkrz.conf │ │ │ └── rose-app.conf │ │ ├── get_esmval │ │ │ ├── bin │ │ │ │ └── clone_latest_esmval.sh │ │ │ ├── opt │ │ │ │ ├── rose-app-dkrz.conf │ │ │ │ ├── rose-app-jasmin.conf │ │ │ │ └── rose-app-metoffice.conf │ │ │ └── rose-app.conf │ │ ├── housekeeping │ │ │ └── rose-app.conf │ │ ├── install_env_file │ │ │ ├── opt │ │ │ │ └── rose-app-dkrz.conf │ │ │ └── rose-app.conf │ │ └── process │ │ │ └── rose-app.conf │ ├── flow.cylc │ ├── meta │ │ └── rose-meta.conf │ ├── opt │ │ ├── rose-suite-dkrz.conf │ │ ├── rose-suite-jasmin.conf │ │ ├── rose-suite-metoffice.conf │ │ └── rose-suite-production.conf │ ├── rose-suite.conf │ ├── rose-suite.info │ └── site │ │ ├── dkrz │ │ ├── env-file │ │ ├── recipes.jinja │ │ ├── runtime.cylc │ │ └── singularity-env-file │ │ ├── jasmin │ │ ├── env-file │ │ ├── recipes.jinja │ │ └── runtime.cylc │ │ └── metoffice │ │ ├── env-file │ │ ├── recipes.jinja │ │ └── runtime.cylc │ ├── testing │ └── regression │ │ ├── bin │ │ └── run-esmvaltool.sh │ │ ├── example-recipes.rc │ │ ├── recipes.rc │ │ ├── suite.rc │ │ └── summarize.py │ └── xml2yml │ └── xml2yml.xsl ├── pyproject.toml ├── setup.cfg ├── setup.py └── tests ├── __init__.py ├── conftest.py ├── integration ├── __init__.py ├── diag_scripts │ └── __init__.py ├── diagnostic.R ├── diagnostic.jl ├── diagnostic.ncl ├── diagnostic.py ├── recipe_filler.yml ├── test_cmorizer.py ├── test_diagnostic_run.py └── test_recipes_loading.py ├── parse_pymon.py ├── sample_data ├── __init__.py └── diag_scripts │ ├── __init__.py │ ├── data │ ├── emd_tas_amon_1d_month_number_0.nc │ ├── emd_tas_amon_1d_month_number_1.nc │ ├── emd_tas_amon_1d_month_number_2.nc │ ├── generate_sample_data.py │ ├── metadata.yml │ ├── pr_amon_0d_0.nc │ ├── pr_amon_0d_1.nc │ ├── pr_amon_0d_2.nc │ ├── tas_amon_0d_0.nc │ ├── tas_amon_0d_1.nc │ ├── tas_amon_0d_2.nc │ ├── tas_amon_1d_alt16_0.nc │ ├── tas_amon_1d_alt16_1.nc │ ├── tas_amon_1d_alt16_2.nc │ ├── tas_amon_1d_hour_0.nc │ ├── tas_amon_1d_hour_1.nc │ ├── tas_amon_1d_hour_2.nc │ ├── tas_amon_1d_lat_0.nc │ ├── tas_amon_1d_lat_1.nc │ ├── tas_amon_1d_lat_2.nc │ ├── tas_amon_1d_month_number_0.nc │ ├── tas_amon_1d_month_number_1.nc │ ├── tas_amon_1d_month_number_2.nc │ ├── tas_amon_1d_plev_0.nc │ ├── tas_amon_1d_plev_1.nc │ ├── tas_amon_1d_plev_2.nc │ ├── tas_amon_1d_time_0.nc │ ├── tas_amon_1d_time_1.nc │ ├── tas_amon_1d_time_2.nc │ ├── tas_amon_2d_alt16_lat_0.nc │ ├── tas_amon_2d_alt16_lat_1.nc │ ├── tas_amon_2d_alt16_lat_2.nc │ ├── tas_amon_2d_lat_lon_0.nc │ ├── tas_amon_2d_lat_lon_1.nc │ ├── tas_amon_2d_lat_lon_2.nc │ ├── tas_amon_2d_month_number_lat_0.nc │ ├── tas_amon_2d_month_number_lat_1.nc │ ├── tas_amon_2d_month_number_lat_2.nc │ ├── tas_amon_2d_month_number_lon_0.nc │ ├── tas_amon_2d_month_number_lon_1.nc │ ├── tas_amon_2d_month_number_lon_2.nc │ ├── tas_amon_2d_plev_lat_0.nc │ ├── tas_amon_2d_plev_lat_1.nc │ ├── tas_amon_2d_plev_lat_2.nc │ ├── tas_amon_2d_time_alt16_0.nc │ ├── tas_amon_2d_time_alt16_1.nc │ ├── tas_amon_2d_time_alt16_2.nc │ ├── tas_amon_2d_time_lat_0.nc │ ├── tas_amon_2d_time_lat_1.nc │ ├── tas_amon_2d_time_lat_2.nc │ ├── tas_amon_2d_time_lon_0.nc │ ├── tas_amon_2d_time_lon_1.nc │ ├── tas_amon_2d_time_lon_2.nc │ ├── tas_amon_2d_time_plev_0.nc │ ├── tas_amon_2d_time_plev_1.nc │ └── tas_amon_2d_time_plev_2.nc │ ├── generate_image_hashes.py │ ├── imagehashes.yml │ ├── matplotlibrc │ └── monitor │ ├── __init__.py │ ├── multi_datasets_setups.yml │ └── test_multi_datasets.py └── unit ├── __init__.py ├── check_r_code.R ├── cmorizers ├── __init__.py ├── obs │ ├── __init__.py │ └── test_merra2.py ├── test_cmorization_interface.py ├── test_datasets_info.py └── test_utilities.py ├── diag_scripts ├── __init__.py ├── shared │ ├── __init__.py │ ├── configs │ │ ├── __init__.py │ │ └── test_io.yml │ ├── test_base.py │ ├── test_io.py │ └── test_iris_helpers.py └── test_cvdp.py ├── documentation ├── __init__.py └── test_changelog.py ├── test_lint.py ├── test_naming.py ├── test_recipes.py └── utils └── test_compare.py /.circleci/install_triggers: -------------------------------------------------------------------------------- 1 | ^\.circleci/ 2 | ^environment\.yml$ 3 | ^esmvaltool/install/ 4 | ^pyproject.toml$ 5 | ^setup\.py$ 6 | ^setup\.cfg$ 7 | ^MANIFEST.in$ 8 | -------------------------------------------------------------------------------- /.dockerignore: -------------------------------------------------------------------------------- 1 | 2 | **/__pycache__ 3 | .* 4 | doc 5 | tests 6 | ESMValTool.egg-info 7 | 8 | !.git 9 | !.zenodo.json 10 | -------------------------------------------------------------------------------- /.github/CODEOWNERS: -------------------------------------------------------------------------------- 1 | esmvaltool/cmorizers @ESMValGroup/obs-maintainers 2 | .github/workflows @valeriupredoi 3 | esmvaltool/utils/recipe_test_workflow/ @alistairsellar @ehogan 4 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/feature_request.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: Feature request 3 | about: Suggest an idea for this project 4 | title: '' 5 | labels: enhancement 6 | assignees: '' 7 | 8 | --- 9 | 10 | **Is your feature request related to a problem? Please describe.** 11 | A clear and concise description of what the problem is. 12 | 13 | **Would you be able to help out?** 14 | Would you have the time and skills to implement the solution yourself? 15 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/new-diagnostic.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: New diagnostic 3 | about: Develop a new diagnostic. 4 | title: '' 5 | labels: diagnostic 6 | assignees: '' 7 | 8 | --- 9 | 10 | **Short description of the diagnostic** 11 | Add a short description of the diagnostic that you would like to add. 12 | 13 | **Branch and pull request** 14 | Once you've started working, add the branch (and pull request) 15 | -------------------------------------------------------------------------------- /.yamllint: -------------------------------------------------------------------------------- 1 | --- 2 | 3 | extends: default 4 | 5 | rules: 6 | line-length: 7 | max: 160 8 | octal-values: enable 9 | commas: disable 10 | colons: disable 11 | document-start: disable 12 | -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- 1 | # Contributions are very welcome 2 | 3 | Please read our [contribution guidelines](https://docs.esmvaltool.org/en/latest/community/index.html). 4 | -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | exclude .* 2 | prune .* 3 | prune doc 4 | include .zenodo.json 5 | -------------------------------------------------------------------------------- /SECURITY.md: -------------------------------------------------------------------------------- 1 | # Security Policy 2 | 3 | ## Supported Versions 4 | 5 | Only the [latest version][latest] of ESMValTool is currently being supported 6 | with security updates. 7 | 8 | ## Reporting a Vulnerability 9 | 10 | If you find a vulnerability, please contact the 11 | [ESMValTool Tech Lead Team][TLT]. 12 | 13 | [latest]: https://github.com/ESMValGroup/ESMValTool/releases 14 | [TLT]: mailto:esmvaltool_tech_lead_team@listserv.dfn.de 15 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.climate_metrics.tcre.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.climate_metrics.tcre: 2 | 3 | Transient Climate Response to Cumulative CO\ :sub:`2` Emissions (TCRE) 4 | ====================================================================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.climate_metrics.tcre 7 | :no-members: 8 | :no-inherited-members: 9 | :no-show-inheritance: 10 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.climate_metrics.zec.rst: -------------------------------------------------------------------------------- 1 | 2 | .. _api.esmvaltool.diag_scripts.climate_metrics.zec: 3 | 4 | Zero Emissions Commitment (ZEC) 5 | =============================== 6 | 7 | 8 | .. automodule:: esmvaltool.diag_scripts.climate_metrics.zec 9 | :no-members: 10 | :no-inherited-members: 11 | :no-show-inheritance: 12 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.droughts/collect_drought.rst: -------------------------------------------------------------------------------- 1 | 2 | .. _api.esmvaltool.diag_scripts.droughts.collect_drought: 3 | 4 | Drought Metrics following Martin (2018) 5 | ======================================= 6 | 7 | .. automodule:: esmvaltool.diag_scripts.droughts.collect_drought 8 | :no-members: 9 | :no-inherited-members: 10 | :no-show-inheritance: 11 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.droughts/diffmap.rst: -------------------------------------------------------------------------------- 1 | 2 | .. _api.esmvaltool.diag_scripts.droughts.diffmap: 3 | 4 | Difference Maps 5 | =============== 6 | 7 | .. automodule:: esmvaltool.diag_scripts.droughts.diffmap 8 | :no-members: 9 | :no-inherited-members: 10 | :no-show-inheritance: 11 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.emergent_constraints/cox18nature.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.emergent_constraints.cox18nature: 2 | 3 | Emergent constraint on ECS from global temperature variability 4 | ============================================================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.emergent_constraints.cox18nature 7 | :no-members: 8 | :no-inherited-members: 9 | :no-show-inheritance: 10 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.emergent_constraints/ecs_scatter.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.emergent_constraints.ecs_scatter: 2 | 3 | Calculation of emergent constraints on ECS 4 | ========================================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.emergent_constraints.ecs_scatter 7 | :no-members: 8 | :no-inherited-members: 9 | :no-show-inheritance: 10 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.emergent_constraints/init.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.emergent_constraints.init: 2 | 3 | Auxiliary functions for emergent constraints scripts 4 | ==================================================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.emergent_constraints 7 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.emergent_constraints/multiple_constraints.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.emergent_constraints.multiple_constraints: 2 | 3 | Evaluate multiple emergent constraints simultaneously 4 | ===================================================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.emergent_constraints.multiple_constraints 7 | :no-members: 8 | :no-inherited-members: 9 | :no-show-inheritance: 10 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.emergent_constraints/single_constraint.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.emergent_constraints.single_constraint: 2 | 3 | Evaluate single emergent constraint 4 | =================================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.emergent_constraints.single_constraint 7 | :no-members: 8 | :no-inherited-members: 9 | :no-show-inheritance: 10 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.monitor/compute_eofs.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.monitor.compute_eofs: 2 | 3 | Monitoring diagnostic to plot EOF maps and associated PC timeseries 4 | =================================================================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.monitor.compute_eofs 7 | :no-members: 8 | :no-inherited-members: 9 | :no-show-inheritance: 10 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.monitor/monitor.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.monitor.monitor: 2 | 3 | Monitoring diagnostic to plot arbitrary preprocessor output 4 | =========================================================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.monitor.monitor 7 | :no-members: 8 | :no-inherited-members: 9 | :no-show-inheritance: 10 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.monitor/monitor_base.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.monitor.monitor_base: 2 | 3 | Base class for monitoring diagnostics 4 | ===================================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.monitor.monitor_base 7 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.monitor/multi_datasets.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.monitor.multi_datasets: 2 | 3 | Monitoring diagnostic to show multiple datasets in one plot (incl. biases) 4 | ========================================================================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.monitor.multi_datasets 7 | :no-members: 8 | :no-inherited-members: 9 | :no-show-inheritance: 10 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.portrait_plot.rst: -------------------------------------------------------------------------------- 1 | 2 | .. _api.esmvaltool.diag_scripts.portrait_plot: 3 | 4 | Portrait Plot 5 | ============= 6 | 7 | 8 | .. automodule:: esmvaltool.diag_scripts.portrait_plot 9 | :no-members: 10 | :no-inherited-members: 11 | :no-show-inheritance: 12 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.seaborn_diag.rst: -------------------------------------------------------------------------------- 1 | .. _api.esmvaltool.diag_scripts.seaborn_diag: 2 | 3 | Seaborn Diagnostic 4 | ================== 5 | 6 | .. automodule:: esmvaltool.diag_scripts.seaborn_diag 7 | :no-members: 8 | :no-inherited-members: 9 | :no-show-inheritance: 10 | -------------------------------------------------------------------------------- /doc/sphinx/source/api/esmvaltool.diag_scripts.shared.rst: -------------------------------------------------------------------------------- 1 | .. _api_shared: 2 | 3 | Shared diagnostic script code 4 | ============================= 5 | 6 | .. automodule:: esmvaltool.diag_scripts.shared 7 | 8 | 9 | Iris helper functions 10 | --------------------- 11 | 12 | .. automodule:: esmvaltool.diag_scripts.shared.iris_helpers 13 | 14 | 15 | Plotting 16 | -------- 17 | 18 | .. automodule:: esmvaltool.diag_scripts.shared.plot 19 | -------------------------------------------------------------------------------- /doc/sphinx/source/develop/index.rst: -------------------------------------------------------------------------------- 1 | Making a recipe or diagnostic 2 | ============================= 3 | 4 | .. toctree:: 5 | :maxdepth: 1 6 | 7 | Introduction 8 | Recipe 9 | Diagnostic 10 | Dataset 11 | -------------------------------------------------------------------------------- /doc/sphinx/source/figures/ESMValTool-logo-2-dark.png: -------------------------------------------------------------------------------- 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workflow 10 | dkrz_production 11 | -------------------------------------------------------------------------------- /environment_python.yml: -------------------------------------------------------------------------------- 1 | ./environment_osx.yml -------------------------------------------------------------------------------- /esmvaltool/cmorizers/data/__init__.py: -------------------------------------------------------------------------------- 1 | """Cmorizer modules for Python.""" 2 | -------------------------------------------------------------------------------- /esmvaltool/cmorizers/data/cmor_config/CDS-SATELLITE-SOIL-MOISTURE.ncl: -------------------------------------------------------------------------------- 1 | ; Defines what to process (True/False) as 2 | ; [daily, monthly] x [combined, passive, active] 3 | JOBS = (/(/True, True/), \ 4 | (/True, True/), \ 5 | (/True, True/)/) 6 | -------------------------------------------------------------------------------- /esmvaltool/cmorizers/data/downloaders/__init__.py: -------------------------------------------------------------------------------- 1 | """Automatic downladers and helper classes.""" 2 | -------------------------------------------------------------------------------- /esmvaltool/cmorizers/data/downloaders/datasets/__init__.py: -------------------------------------------------------------------------------- 1 | """Downloaders for each supported dataset.""" 2 | -------------------------------------------------------------------------------- /esmvaltool/cmorizers/data/formatters/__init__.py: -------------------------------------------------------------------------------- 1 | """Formatters and helpers.""" 2 | -------------------------------------------------------------------------------- /esmvaltool/cmorizers/data/formatters/datasets/__init__.py: -------------------------------------------------------------------------------- 1 | """Formatters for datasets.""" 2 | -------------------------------------------------------------------------------- /esmvaltool/cmorizers/data/formatters/datasets/tcom_n2o.py: -------------------------------------------------------------------------------- 1 | """ESMValTool CMORizer for TCOM-N2O data. 2 | 3 | Tier 4 | Tier 2: other freely-available dataset. 5 | 6 | Source 7 | https://zenodo.org/record/7386001 8 | 9 | Last access 10 | 20230117 11 | 12 | Download and processing instructions 13 | Download the file zmn2o_TCOM_plev_T2Dz_1991_2021.nc 14 | 15 | """ 16 | 17 | from .tcom_ch4 import cmorization # noqa 18 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/__init__.py: -------------------------------------------------------------------------------- 1 | """ESMValTool diagnostic scripts.""" 2 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/arctic_ocean/__init__.py: 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/esmvaltool/diag_scripts/autoassess/land_surface_permafrost/__init__.py: -------------------------------------------------------------------------------- 1 | """Import snow and its metrics.""" 2 | 3 | from . import permafrost 4 | 5 | metrics_functions = [ 6 | permafrost.land_permafrost_top, 7 | ] 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/autoassess/land_surface_snow/__init__.py: -------------------------------------------------------------------------------- 1 | """Import snow and its metrics.""" 2 | 3 | from . import snow 4 | 5 | metrics_functions = [ 6 | snow.land_swe_top, 7 | ] 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/autoassess/land_surface_soilmoisture/__init__.py: -------------------------------------------------------------------------------- 1 | """Import correct modules and functions.""" 2 | 3 | from . import soilmoisture 4 | 5 | metrics_functions = [ 6 | soilmoisture.land_sm_top, 7 | ] 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/autoassess/land_surface_surfrad/__init__.py: -------------------------------------------------------------------------------- 1 | """Import surfrad and its metrics.""" 2 | 3 | from . import surfrad 4 | 5 | metrics_functions = [ 6 | surfrad.land_surf_rad, 7 | ] 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/autoassess/stratosphere/DATA_SPECIFICATION.txt: -------------------------------------------------------------------------------- 1 | The stratospheric area requires monthly mean zonal wind (U), temperature (T), and age of air. 2 | 3 | STASH 30201 lbproc=192 4 | 5 | STASH 30204 lbproc=192 6 | 7 | STASH 34150 lbproc=128 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/autoassess/stratosphere/__init__.py: -------------------------------------------------------------------------------- 1 | """Import stratosphere module and its functions.""" 2 | 3 | from . import age_of_air, strat_metrics_1 4 | 5 | metrics_functions = [strat_metrics_1.mainfunc, age_of_air.age_of_air] 6 | 7 | multi_functions = [ 8 | strat_metrics_1.multi_qbo_plot, 9 | strat_metrics_1.multi_teq_plot, 10 | strat_metrics_1.multi_t100_vs_q70_plot, 11 | age_of_air.multi_age_plot, 12 | ] 13 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/climate_metrics/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/esmvaltool/diag_scripts/climate_metrics/__init__.py -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- /esmvaltool/diag_scripts/cvdp/cvdp/example_namelists/multiple_obs/namelist: -------------------------------------------------------------------------------- 1 | Obs 2 | /project/cas/DSets/Hadley/ | 1979 | 2008 2 | 3 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/cvdp/cvdp/example_namelists/multiple_obs/namelist_obs: -------------------------------------------------------------------------------- 1 | TS | ERSSTv3b | /project/cas/DSets/ersstv3b.185401-201102.nc | 1979 | 2008 2 | PSL | 20thC_ReanV2 | /project/cas/20thC_ReanV2/prmsl.mon.mean.187101-201112.nc | 1979 | 2008 3 | TREFHT | MLOST | /project/cas/DSets/mlost.v3.5.2.188001-201212.nc | 1979 | 2008 4 | PRECT | GPCC | /project/cas/DSets/GPCC/full_data_v6_precip_10.190101-201012.nc | 1979 | 2008 5 | SNOWDP 6 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/cvdp/cvdp/example_namelists/namelist.cmip3_20c3m: -------------------------------------------------------------------------------- 1 | CCSM4 Control | /project/yampa01/asphilli/b40.1850.track1.1deg.006/ | 800 | 1199 2 | CCSM3 Control | /project/cas/asphilli/CCSM3/b30.020.ES01/ | 300 | 799 3 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/cvdp/cvdp/example_namelists/namelist.multobs: -------------------------------------------------------------------------------- 1 | OBS2 | /project/cas/asphilli/CVDP/Obs_Data/ | 1900 | 2013 2 | CCSM3 | /home/fasullo/CMIP3_links/20c3m/{atm,land}/mo/*/ncar_ccsm3_0/run1/ | 1900 | 1999 3 | CESM1-BGC | /project/cmip5/ETH/cmip5/{historical,rcp85}/Amon/*/CESM1-BGC/r1i1p1/ | 1900 | 2005 4 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/cvdp/cvdp/example_namelists/namelist.obs1: -------------------------------------------------------------------------------- 1 | TS | HadISST | /project/cas/asphilli/DSets/hadisst.187001-201312.nc | 1920 | 2011 2 | PSL | 20thC_ReanV2 | /project/cas/asphilli/20thC_ReanV2/prmsl.mon.mean.187101-201112.nc | 1920 | 2011 3 | TREFHT | MLOST | /project/cas/asphilli/DSets/mlost.v3.5.3.188001-201312.nc | 1920 | 2011 4 | PRECT | GPCC | /project/cas/asphilli/DSets/GPCC/full_data_v6_precip_10.190101-201012.nc | 1920 | 2010 5 | SNOWDP 6 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/cvdp/cvdp/ncl_scripts/cas-cvdp.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/esmvaltool/diag_scripts/cvdp/cvdp/ncl_scripts/cas-cvdp.png -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/droughts/__init__.py: 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-------------------------------------------------------------------------------- /esmvaltool/diag_scripts/extreme_events/climdex.pcic.ncdf/CHANGELOG: -------------------------------------------------------------------------------- 1 | 0.5-4: Updated maintainer and license and added users and contributors guides. 2 | 3 | 0.5-3: Fix issue with data in rotated pole projection where attempting to run the code produces the error "squared eccentricity < 0". 4 | 5 | 0.5-2: Fix problems when only tavg supplied. 6 | 7 | 0.5-1: Initial release version. 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/extreme_events/climdex.pcic.ncdf/tests/exemplar_data.rda: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/esmvaltool/diag_scripts/extreme_events/climdex.pcic.ncdf/tests/exemplar_data.rda 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https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/esmvaltool/diag_scripts/shapeselect/testdata/testfile.shx -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/amwg.rgb: -------------------------------------------------------------------------------- 1 | ;R G B 2 | 255 255 255 ; white background 3 | 0 0 0 ; black foreground 4 | 147 112 219 5 | 0 0 200 6 | 60 100 230 7 | 120 155 242 8 | 176 224 230 9 | 32 178 170 10 | 190 240 100 11 | 150 190 50 12 | 245 230 190 13 | 222 184 135 14 | 255 225 0 15 | 255 165 0 16 | 255 69 0 17 | 178 34 34 18 | 255 182 193 19 | 255 20 147 20 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/categorical_fig5.rgb: -------------------------------------------------------------------------------- 1 | 255 255 255 2 | 0 0 0 3 | 139 26 26 4 | 139 105 20 5 | 39 64 139 6 | 0 255 255 7 | 205 150 205 8 | 130 130 130 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/cmip_line.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 37 81 204 5 | 204 35 35 6 | 30 150 132 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/cmip_shading.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 153 204 255 5 | 255 153 153 6 | 153 255 204 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_blue_multiple_hue_non-diverging_03.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 237 248 177 5 | 127 205 187 6 | 44 127 184 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_blue_multiple_hue_non-diverging_04.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 255 255 204 5 | 161 218 180 6 | 65 182 196 7 | 34 94 168 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_blue_multiple_hue_non-diverging_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 255 255 204 5 | 161 218 180 6 | 65 182 196 7 | 44 127 184 8 | 37 52 148 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_blue_non-diverging_03.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 222 253 247 5 | 158 202 225 6 | 49 130 189 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_blue_non-diverging_04.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 239 243 255 5 | 189 215 231 6 | 107 174 214 7 | 33 113 181 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_blue_non-diverging_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 239 243 255 5 | 189 215 231 6 | 107 174 214 7 | 49 130 189 8 | 8 81 156 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_cmip_line.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 30 150 132 5 | 37 81 204 6 | 204 35 35 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_cmip_shading.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 153 255 204 5 | 153 204 255 6 | 255 153 153 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_damip_line.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 196 121 0 5 | 0 79 0 6 | 128 128 128 7 | 84 146 205 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_damip_shading.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 223 194 125 5 | 169 208 142 6 | 128 128 128 7 | 146 197 222 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_green_multiple_hue_non-diverging_03.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 229 245 224 5 | 161 217 155 6 | 49 163 84 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_green_multiple_hue_non-diverging_04.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 237 248 233 5 | 186 228 179 6 | 116 196 118 7 | 35 139 69 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_green_multiple_hue_non-diverging_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 237 248 233 5 | 186 228 179 6 | 116 196 118 7 | 49 163 84 8 | 0 109 44 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_green_non-diverging_03.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 229 245 224 5 | 161 217 155 6 | 49 163 84 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_green_non-diverging_04.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 237 248 233 5 | 186 228 179 6 | 116 196 118 7 | 35 139 69 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_green_non-diverging_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 237 248 233 5 | 186 228 179 6 | 116 196 118 7 | 49 163 84 8 | 0 109 44 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_line_01.rgb: -------------------------------------------------------------------------------- 1 | ncolors=1 2 | 3 | #R G B 4 | 0 0 0 5 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_line_02.rgb: -------------------------------------------------------------------------------- 1 | ncolors=2 2 | 3 | #R G B 4 | 0 0 0 5 | 84 146 205 6 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_line_03.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 0 0 0 5 | 84 146 205 6 | 196 121 0 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_line_04.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 0 0 0 5 | 84 146 205 6 | 196 121 0 7 | 128 128 128 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_line_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 0 0 0 5 | 84 146 205 6 | 196 121 0 7 | 128 128 128 8 | 0 52 102 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_line_06.rgb: -------------------------------------------------------------------------------- 1 | ncolors=6 2 | 3 | #R G B 4 | 0 0 0 5 | 84 146 205 6 | 196 121 0 7 | 128 128 128 8 | 0 52 102 9 | 0 79 0 10 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_line_shading.rgb: -------------------------------------------------------------------------------- 1 | ncolors=6 2 | 3 | #R G B 4 | 128 128 128 5 | 146 197 222 6 | 223 194 125 7 | 191 191 191 8 | 67 147 195 9 | 169 208 142 10 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_precipitation_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 166 67 26 5 | 223 194 125 6 | 245 245 245 7 | 128 205 193 8 | 1 133 113 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_precipitation_06.rgb: -------------------------------------------------------------------------------- 1 | ncolors=6 2 | 3 | #R G B 4 | 140 81 10 5 | 216 179 101 6 | 246 232 195 7 | 199 234 229 8 | 90 180 172 9 | 1 102 94 10 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_precipitation_07.rgb: -------------------------------------------------------------------------------- 1 | ncolors=7 2 | 3 | #R G B 4 | 140 81 10 5 | 216 179 101 6 | 246 232 195 7 | 245 245 245 8 | 199 234 229 9 | 90 180 172 10 | 1 102 94 11 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_precipitation_08.rgb: -------------------------------------------------------------------------------- 1 | ncolors=8 2 | 3 | #R G B 4 | 140 81 10 5 | 191 129 45 6 | 223 194 125 7 | 246 232 195 8 | 199 234 229 9 | 128 205 193 10 | 53 151 143 11 | 1 102 94 12 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_precipitation_09.rgb: -------------------------------------------------------------------------------- 1 | ncolors=9 2 | 3 | #R G B 4 | 140 81 10 5 | 191 129 45 6 | 223 194 125 7 | 246 232 195 8 | 245 245 245 9 | 199 234 229 10 | 128 205 193 11 | 53 151 143 12 | 1 102 94 13 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_precipitation_10.rgb: -------------------------------------------------------------------------------- 1 | ncolors=10 2 | 3 | #R G B 4 | 84 48 5 5 | 140 81 10 6 | 191 129 45 7 | 223 194 125 8 | 246 232 195 9 | 199 234 229 10 | 128 205 193 11 | 53 151 143 12 | 1 102 94 13 | 0 60 48 14 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_precipitation_11.rgb: -------------------------------------------------------------------------------- 1 | ncolors=11 2 | 3 | #R G B 4 | 84 48 5 5 | 140 81 10 6 | 191 129 45 7 | 223 194 125 8 | 246 232 195 9 | 245 245 245 10 | 199 234 229 11 | 128 205 193 12 | 53 151 143 13 | 1 102 94 14 | 0 60 48 15 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_purple_multiple_hue_non-diverging_03.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 224 236 244 5 | 158 188 218 6 | 136 86 167 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_purple_multiple_hue_non-diverging_04.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 237 248 251 5 | 179 205 227 6 | 140 150 198 7 | 136 65 157 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_purple_multiple_hue_non-diverging_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 237 248 251 5 | 179 205 227 6 | 140 150 198 7 | 136 86 167 8 | 129 15 124 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_purple_non-diverging_03.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 239 237 245 5 | 188 189 220 6 | 117 107 177 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_purple_non-diverging_04.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 242 240 247 5 | 203 201 226 6 | 158 154 200 7 | 106 81 163 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_purple_non-diverging_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 242 240 247 5 | 203 201 226 6 | 158 154 200 7 | 117 107 177 8 | 84 39 143 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_rcp_line.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 153 0 2 5 | 196 121 0 6 | 84 146 205 7 | 0 52 102 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_rcp_shading.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 252 209 197 5 | 204 174 113 6 | 146 197 222 7 | 67 147 195 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_red_multiple_hue_non-diverging_03.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 254 237 160 5 | 254 178 76 6 | 240 59 32 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_red_multiple_hue_non-diverging_04.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 255 255 178 5 | 254 204 92 6 | 253 141 60 7 | 227 26 28 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_red_multiple_hue_non-diverging_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 255 255 178 5 | 254 204 92 6 | 253 141 60 7 | 240 59 32 8 | 189 0 38 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_red_non-diverging_03.rgb: -------------------------------------------------------------------------------- 1 | ncolors=3 2 | 3 | #R G B 4 | 254 224 210 5 | 252 146 116 6 | 222 45 38 7 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_red_non-diverging_04.rgb: -------------------------------------------------------------------------------- 1 | ncolors=4 2 | 3 | #R G B 4 | 254 229 217 5 | 252 174 145 6 | 251 106 74 7 | 203 24 29 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_red_non-diverging_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 254 229 217 5 | 252 174 145 6 | 251 106 74 7 | 222 45 38 8 | 165 15 21 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_temperature_05.rgb: -------------------------------------------------------------------------------- 1 | ncolors=5 2 | 3 | #R G B 4 | 202 0 32 5 | 244 165 130 6 | 247 247 247 7 | 146 197 222 8 | 5 113 176 9 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_temperature_06.rgb: -------------------------------------------------------------------------------- 1 | ncolors=6 2 | 3 | #R G B 4 | 178 24 43 5 | 239 138 98 6 | 253 178 199 7 | 209 229 240 8 | 103 169 207 9 | 33 102 172 10 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_temperature_07.rgb: -------------------------------------------------------------------------------- 1 | ncolors=7 2 | 3 | #R G B 4 | 178 24 43 5 | 239 138 98 6 | 253 219 199 7 | 247 247 247 8 | 209 229 240 9 | 103 169 207 10 | 33 102 172 11 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_temperature_08.rgb: -------------------------------------------------------------------------------- 1 | ncolors=8 2 | 3 | #R G B 4 | 178 24 43 5 | 214 96 77 6 | 244 165 130 7 | 253 178 199 8 | 209 229 240 9 | 146 197 222 10 | 67 147 195 11 | 33 102 172 12 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_temperature_09.rgb: -------------------------------------------------------------------------------- 1 | ncolors=9 2 | 3 | #R G B 4 | 178 24 43 5 | 214 96 77 6 | 244 165 130 7 | 253 178 199 8 | 247 247 247 9 | 209 229 240 10 | 146 197 222 11 | 67 147 195 12 | 33 102 172 13 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_temperature_10.rgb: -------------------------------------------------------------------------------- 1 | ncolors=10 2 | 3 | #R G B 4 | 103 0 31 5 | 178 24 43 6 | 214 96 77 7 | 244 165 130 8 | 253 219 199 9 | 209 229 240 10 | 146 197 222 11 | 67 147 195 12 | 33 102 172 13 | 5 48 97 14 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc-ar6_temperature_11.rgb: -------------------------------------------------------------------------------- 1 | ncolors = 11 2 | 3 | # R G B 4 | 103 0 31 5 | 178 24 43 6 | 214 96 77 7 | 244 165 130 8 | 253 219 199 9 | 247 247 247 10 | 209 229 240 11 | 146 197 222 12 | 67 147 195 13 | 33 102 172 14 | 5 48 97 15 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_color_ssp_tseries.rgb: -------------------------------------------------------------------------------- 1 | 255 255 255 2 | 0 0 0 3 | 190 190 190 4 | 30 150 132 5 | 29 51 84 6 | 234 221 61 7 | 242 17 17 8 | 132 11 34 9 | 255 221 61 10 | 154 109 201 11 | 99 189 229 12 | 232 136 49 13 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_color_tseries.rgb: -------------------------------------------------------------------------------- 1 | 255 255 255 2 | 0 0 0 3 | 190 190 190 4 | 0 0 255 5 | 121 188 255 6 | 255 130 45 7 | 255 0 0 8 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_colors_blu2red_centered.rgb: -------------------------------------------------------------------------------- 1 | 10 40 100 2 | 5 75 170 3 | 51 102 217 4 | 77 128 230 5 | 105 138 236 6 | 133 166 255 7 | 151 180 250 8 | 179 204 245 9 | 204 217 255 10 | 255 255 179 11 | 255 205 128 12 | 252 181 107 13 | 255 161 97 14 | 255 115 56 15 | 243 83 37 16 | 217 51 26 17 | 191 0 0 18 | 140 0 0 19 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_colors_red2blu_centered.rgb: -------------------------------------------------------------------------------- 1 | 140 0 0 2 | 191 0 0 3 | 217 51 26 4 | 243 83 37 5 | 255 115 56 6 | 255 161 97 7 | 252 181 107 8 | 255 205 128 9 | 255 255 179 10 | 204 217 255 11 | 179 204 245 12 | 151 180 250 13 | 133 166 255 14 | 105 138 236 15 | 77 128 230 16 | 51 102 217 17 | 5 75 170 18 | 10 40 100 19 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_prec_div_14.rgb: -------------------------------------------------------------------------------- 1 | ncolors = 14 2 | 3 | # r g b 4 | 5 | 84 48 5 6 | 125 79 20 7 | 166 110 35 8 | 196 141 65 9 | 211 172 118 10 | 226 202 170 11 | 241 233 222 12 | 223 236 235 13 | 173 211 208 14 | 123 186 181 15 | 73 161 153 16 | 40 129 121 17 | 20 95 84 18 | 0 60 48 19 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_prec_seq_14.rgb: -------------------------------------------------------------------------------- 1 | ncolors = 14 2 | 3 | # r g b 4 | 5 | 255 255 229 6 | 229 241 217 7 | 203 228 206 8 | 177 215 195 9 | 151 201 184 10 | 125 188 173 11 | 99 175 162 12 | 73 161 151 13 | 50 147 139 14 | 40 130 121 15 | 30 112 102 16 | 20 94 84 17 | 10 77 66 18 | 0 60 48 19 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_prec_seq_7.rgb: -------------------------------------------------------------------------------- 1 | ncolors= 7 2 | 3 | #r g b 4 | 5 | 255 255 229 6 | 198 226 205 7 | 142 197 181 8 | 86 168 157 9 | 44 135 127 10 | 22 97 87 11 | 0 60 48 12 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_temp_div_10.rgb: -------------------------------------------------------------------------------- 1 | ncolors= 10 2 | 3 | #r g b 4 | 5 48 97 5 | 39 102 151 6 | 80 154 199 7 | 147 192 219 8 | 215 230 238 9 | 242 220 217 10 | 229 163 153 11 | 216 107 89 12 | 164 53 56 13 | 103 0 31 14 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_temp_div_18.rgb: -------------------------------------------------------------------------------- 1 | ncolors = 10 2 | 3 | # r g b 4 | 231 239 243 5 | 245 234 232 6 | 238 203 198 7 | 231 174 164 8 | 224 144 130 9 | 218 113 97 10 | 200 84 71 11 | 168 56 58 12 | 135 28 44 13 | 103 0 31 14 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_temp_scaling.rgb: -------------------------------------------------------------------------------- 1 | 204 217 255 2 | 255 245 204 3 | 255 224 153 4 | 255 203 102 5 | 255 180 51 6 | 255 140 51 7 | 255 85 0 8 | 230 40 30 9 | 191 0 0 10 | 140 0 0 11 | 108 0 0 12 | 110 0 70 13 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_temp_seq_14.rgb: -------------------------------------------------------------------------------- 1 | ncolors = 14 2 | 3 | # r g b 4 | 5 | 254 254 203 6 | 252 242 168 7 | 249 225 132 8 | 243 201 101 9 | 237 175 86 10 | 232 152 82 11 | 226 129 80 12 | 214 104 77 13 | 187 80 72 14 | 152 67 62 15 | 117 56 48 16 | 84 46 32 17 | 53 35 18 18 | 25 25 0 19 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_temp_seq_9.rgb: -------------------------------------------------------------------------------- 1 | ncolors= 9 2 | 3 | # r g b 4 | 254 254 203 5 | 250 232 146 6 | 241 195 95 7 | 233 155 82 8 | 222 116 79 9 | 183 78 71 10 | 126 59 52 11 | 72 42 26 12 | 25 25 0 13 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/ipcc_temperature_with_grey.rgb: -------------------------------------------------------------------------------- 1 | 10 40 100 2 | 51 102 217 3 | 105 138 236 4 | 151 180 250 5 | 204 217 255 6 | 255 245 204 7 | 255 224 153 8 | 255 203 102 9 | 255 180 51 10 | 255 140 51 11 | 255 85 0 12 | 230 40 30 13 | 191 0 0 14 | 140 0 0 15 | 108 0 0 16 | 110 0 70 17 | 60 60 60 18 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/rainbow.rgb: -------------------------------------------------------------------------------- 1 | ;R G B 2 | 255 255 255 ; white background 3 | 0 0 0 ; black foreground 4 | 64 0 68 5 | 86 0 136 6 | 68 0 204 7 | 4 0 255 8 | 0 72 255 9 | 0 152 255 10 | 0 229 255 11 | 0 255 199 12 | 0 255 123 13 | 0 255 42 14 | 33 255 0 15 | 114 255 0 16 | 191 255 0 17 | 255 238 0 18 | 255 161 0 19 | 255 80 0 20 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/shared/plot/rgb/red-blue.rgb: -------------------------------------------------------------------------------- 1 | ;R G B 2 | 255 255 255 ; white background 3 | 0 0 0 ; black foreground 4 | 2 2 255 5 | 34 34 255 6 | 66 66 255 7 | 98 98 255 8 | 130 130 255 9 | 162 162 255 10 | 194 194 255 11 | 226 226 255 12 | 255 252 252 13 | 255 220 220 14 | 255 188 188 15 | 255 156 156 16 | 255 124 124 17 | 255 92 92 18 | 255 60 60 19 | 255 28 28 20 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/thermodyn_diagtool/__init__.py: -------------------------------------------------------------------------------- 1 | """Initialize the ESMValTool thermodyn_diagtool package.""" 2 | -------------------------------------------------------------------------------- /esmvaltool/diag_scripts/zmnam/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/esmvaltool/diag_scripts/zmnam/__init__.py -------------------------------------------------------------------------------- /esmvaltool/install/Julia/Project.toml: -------------------------------------------------------------------------------- 1 | [deps] 2 | YAML = "ddb6d928-2868-570f-bddf-ab3f9cf99eb6" 3 | -------------------------------------------------------------------------------- /esmvaltool/install/Julia/setup.jl: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env julia 2 | @info "Installing Julia dependencies" 3 | 4 | if VERSION >= v"0.7.0-DEV.2005" 5 | using Pkg 6 | end 7 | 8 | 9 | Pkg.activate(@__DIR__) 10 | Pkg.instantiate() 11 | 12 | @info "Installed Julia packages:" 13 | Pkg.status() 14 | -------------------------------------------------------------------------------- /esmvaltool/references/acknow_author.bibtex: -------------------------------------------------------------------------------- 1 | @misc{acknow_author, 2 | title = "Please acknowledge the author(s)." 3 | } 4 | -------------------------------------------------------------------------------- /esmvaltool/references/acknow_project.bibtex: -------------------------------------------------------------------------------- 1 | @misc{acknow_project, 2 | title = "Please acknowledge the project(s)." 3 | } 4 | -------------------------------------------------------------------------------- /esmvaltool/references/aeronetv3.bibtex: -------------------------------------------------------------------------------- 1 | @misc{aeronetv3, 2 | author = {}, 3 | title = {}, 4 | url = {https://aeronet.gsfc.nasa.gov/new_web/download_all_v3_aod.html}, 5 | year = 2023 6 | } 7 | -------------------------------------------------------------------------------- /esmvaltool/references/agcd-v201.bibtex: -------------------------------------------------------------------------------- 1 | @misc{agcd-v201, 2 | doi = {10.25914/RSES-ZH67}, 3 | url = {https://pid.nci.org.au/doi/f5999_1125_5714_7440}, 4 | author = {{Bureau Of Meteorology}}, 5 | language = {en}, 6 | title = {Australian Gridded Climate Data (AGCD) v2.0.1}, 7 | publisher = {NCI Australia}, 8 | year = {2023} 9 | } 10 | -------------------------------------------------------------------------------- /esmvaltool/references/brown02nsidc.bibtex: -------------------------------------------------------------------------------- 1 | @misc{brown02nsidc, 2 | author = {Brown, J. and Ferrians, O. and Heginbottom, J. A. and Melnikov, E.}, 3 | booktitle = {National Snow and Ice Data Center}, 4 | title = {{Circum-Arctic Map of Permafrost and Ground-Ice Conditions, Version 2}}, 5 | url = {http://nsidc.org/data/ggd318.html}, 6 | urldate = {2015-01-01}, 7 | year = {2002} 8 | } 9 | -------------------------------------------------------------------------------- /esmvaltool/references/cds-uerra.bibtex: -------------------------------------------------------------------------------- 1 | @misc{cds-uerra, 2 | author = {M. Ridal and E. Olsson and P. Unden and K. Zimmermann and A. Ohlsson}, 3 | title = {HARMONIE reanalysis report of results and dataset, UERRA (EU FP7 Collaborative Project, Grant agreement 607193)}, 4 | url = {http://uerra.eu/component/dpattachments/?task=attachment.download\&id=296}, 5 | year = 2017 6 | } 7 | -------------------------------------------------------------------------------- /esmvaltool/references/ceres-ebaf-ed41.bibtex: -------------------------------------------------------------------------------- 1 | @misc{ceres-ebaf_ed41, 2 | publisher={NASA Langley Atmospheric Science Data Center DAAC}, 3 | title={CERES Energy Balanced and Filled (EBAF) TOA and Surface Monthly means data in netCDF Edition 4.1}, 4 | url={https://doi.org/10.5067/TERRA-AQUA/CERES/EBAF_L3B.004.1}, 5 | author={NASA/LARC/SD/ASDC}, 6 | date={2019-06-12}, 7 | year=2019, 8 | month=6, 9 | day=12, 10 | } 11 | -------------------------------------------------------------------------------- /esmvaltool/references/contact_authors.bibtex: -------------------------------------------------------------------------------- 1 | @misc{contact_authors, 2 | title = "Please contact the author(s) to discuss acknowledgment or co-authorship." 3 | } 4 | -------------------------------------------------------------------------------- /esmvaltool/references/davini18.bibtex: -------------------------------------------------------------------------------- 1 | @misc{davini18, 2 | doi = {10.5281/ZENODO.1237837}, 3 | url = {https://zenodo.org/record/1237837}, 4 | author = {Davini, Paolo}, 5 | title = {MiLES - Mid Latitude Evaluation System}, 6 | publisher = {Zenodo}, 7 | year = {2018} 8 | } 9 | -------------------------------------------------------------------------------- /esmvaltool/references/era5-land.bibtex: -------------------------------------------------------------------------------- 1 | @misc{https://doi.org/10.24381/cds.68d2bb30, 2 | doi = {10.24381/CDS.68D2BB30}, 3 | url = {https://cds.climate.copernicus.eu/doi/10.24381/cds.68d2bb30}, 4 | author = {{Copernicus Climate Change Service}}, 5 | title = {ERA5-Land monthly averaged data from 2001 to present}, 6 | publisher = {ECMWF}, 7 | year = {2019} 8 | } 9 | -------------------------------------------------------------------------------- /esmvaltool/references/era5.bibtex: -------------------------------------------------------------------------------- 1 | @misc{era5, 2 | title = {Copernicus Climate Change Service (C3S) (2017): ERA5: Fifth generation of ECMWF atmospheric reanalyses of the global climate.}, 3 | publisher = {Copernicus Climate Change Service Climate Data Store (CDS)}, 4 | year = 2017 5 | } 6 | -------------------------------------------------------------------------------- /esmvaltool/references/esacci-seaice.bibtex: -------------------------------------------------------------------------------- 1 | @article{esacci-seaice, 2 | doi = {10.5285/eade27004395466aaa006135e1b2ad1a}, 3 | url = {https://doi.org/10.5285/eade27004395466aaa006135e1b2ad1a}, 4 | year = 2016, 5 | publisher = {Centre for Environmental Data Analysis}, 6 | author = {ESA Sea Ice CCI project team and Sandven, S.}, 7 | title = {ESA Sea Ice Climate Change Initiative (Sea Ice CCI) Dataset Collection.}, 8 | } 9 | -------------------------------------------------------------------------------- /esmvaltool/references/galytska23jgr.bibtex: -------------------------------------------------------------------------------- 1 | @article{galytska2022, 2 | title={Causal model evaluation of Arctic-midlatitude teleconnections in CMIP6}, 3 | author={Galytska, Evgenia and Weigel, Katja and Handorf, D{\"o}rthe and Jaiser, Ralf and K{\"o}hler, Raphael Harry and Runge, Jakob and Eyring, Veronika}, 4 | journal={Authorea Preprints}, 5 | year={2022}, 6 | doi = {10.1002/essoar.10512569.1}, 7 | publisher={Authorea} 8 | } 9 | -------------------------------------------------------------------------------- /esmvaltool/references/gregory04grl.bibtex: -------------------------------------------------------------------------------- 1 | @article{gregory04grl, 2 | doi = {10.1029/2003gl018747}, 3 | year = 2004, 4 | publisher = {American Geophysical Union ({AGU})}, 5 | volume = {31}, 6 | number = {3}, 7 | author = {J. M. Gregory}, 8 | title = {A new method for diagnosing radiative forcing and climate sensitivity}, 9 | journal = {Geophysical Research Letters} 10 | } 11 | -------------------------------------------------------------------------------- /esmvaltool/references/gregory08jgr.bibtex: -------------------------------------------------------------------------------- 1 | @article{gregory08jgr, 2 | doi = {10.1029/2008jd010405}, 3 | year = 2008, 4 | month = {dec}, 5 | publisher = {American Geophysical Union ({AGU})}, 6 | volume = {113}, 7 | number = {D23}, 8 | author = {J. M. Gregory and P. M. Forster}, 9 | title = {Transient climate response estimated from radiative forcing and observed temperature change}, 10 | journal = {Journal of Geophysical Research} 11 | } 12 | -------------------------------------------------------------------------------- /esmvaltool/references/hwsd.bibtex: -------------------------------------------------------------------------------- 1 | @misc{hwsd, 2 | doi = {10.3334/ORNLDAAC/1247}, 3 | url = {http://daac.ornl.gov/cgi-bin/dsviewer.pl?ds_id=1247}, 4 | author = {WIEDER, W.}, 5 | language = {eng}, 6 | title = {Regridded Harmonized World Soil Database v1.2}, 7 | publisher = {ORNL Distributed Active Archive Center}, 8 | year = {2014} 9 | } 10 | -------------------------------------------------------------------------------- /esmvaltool/references/isccp-fh.bibtex: -------------------------------------------------------------------------------- 1 | @misc{isccp-fh, 2 | url = {https://isccp.giss.nasa.gov/pub/flux-fh/docs/Zhang\_etal\_flux-cal\_at-isccp\_v3\_2019.pdf}, 3 | title = {Calculation, Evaluation and Application of Long-term, Global Radiative Flux Datasets at ISCCP: Past and Present,}, 4 | year = {2019}, 5 | author = {Zhang et al.} 6 | } 7 | -------------------------------------------------------------------------------- /esmvaltool/references/langbein1949usgs.bibtex: -------------------------------------------------------------------------------- 1 | @misc{Langbein1949, 2 | doi = {10.3133/cir52}, 3 | url = {https://doi.org/10.3133/cir52}, 4 | year = {1949}, 5 | publisher = {{US} Geological Survey}, 6 | author = {Walter Basil Langbein}, 7 | title = {Annual runoff in the United States} 8 | } 9 | -------------------------------------------------------------------------------- /esmvaltool/references/legates90tac.bibtex: -------------------------------------------------------------------------------- 1 | @article{legates90tac, 2 | author = {Legates, D. R. and Willmott, C. J.}, 3 | journal = {Theor. Appl. Climatol.}, 4 | pages = {11--21}, 5 | title = {{Mean seasonal and spatial variability in global surface air temperature}}, 6 | volume = {41}, 7 | year = {1990} 8 | } 9 | -------------------------------------------------------------------------------- /esmvaltool/references/lembo19gmdd.bibtex: -------------------------------------------------------------------------------- 1 | @misc{lembo19gmdd, 2 | doi = {10.5194/gmd-2019-37}, 3 | url = {https://doi.org/10.5194%2Fgmd-2019-37}, 4 | year = 2019, 5 | month = {feb}, 6 | publisher = {Copernicus {GmbH}}, 7 | author = {Valerio Lembo and Frank Lunkeit and Valerio Lucarini}, 8 | title = {{TheDiaTo} (v1.0) -- A new diagnostic tool for water, energy and 9 | entropy budgets in climate models} 10 | } 11 | -------------------------------------------------------------------------------- /esmvaltool/references/lloyd-hughes02jclim.bibtex: -------------------------------------------------------------------------------- 1 | @article{lloyd-hughes02jclim, 2 | doi = {10.1002/joc.846}, 3 | url = {https://doi.org/10.1002%2Fjoc.846}, 4 | year = 2002, 5 | publisher = {Wiley}, 6 | volume = {22}, 7 | number = {13}, 8 | pages = {1571--1592}, 9 | author = {Benjamin Lloyd-Hughes and Mark A. Saunders}, 10 | title = {A drought climatology for Europe}, 11 | journal = {International Journal of Climatology} 12 | } 13 | -------------------------------------------------------------------------------- /esmvaltool/references/mckee93proc.bibtex: -------------------------------------------------------------------------------- 1 | @article{mckee93proc, 2 | author = {McKee, T.B. and Doesken, N.J. and Kleist, J.}, 3 | title = {The Relationship of Drought Frequency and Duration to Time Scales}, 4 | journal = {Proceedings of 8th Conference on Applied Climatology}, 5 | year = 1993, 6 | number = 22, 7 | pages = {179-184}, 8 | volume = 17 9 | } 10 | -------------------------------------------------------------------------------- /esmvaltool/references/mls-aura.bibtex: -------------------------------------------------------------------------------- 1 | @misc{mls-aura, 2 | doi = {10.5067/Aura/MLS/DATA2019}, 3 | url = {https://disc.gsfc.nasa.gov/datasets/ML2RHI_004/summary}, 4 | author = {Read, W. and Livesey, N.}, 5 | language = {en}, 6 | title = {MLS/Aura Level 2 Relative Humidity With Respect To Ice V004}, 7 | publisher = {Goddard Earth Sciences Data and Information Services Center (GES DISC)}, 8 | year = {2015} 9 | } 10 | -------------------------------------------------------------------------------- /esmvaltool/references/ncep-doe-r2.bibtex: -------------------------------------------------------------------------------- 1 | @article{ncep-doe-r2, 2 | doi = {10.1175/BAMS-83-11-1631}, 3 | url = {https://doi.org/10.1175/BAMS-83-11-1631}, 4 | publisher = {American Meteorological Society}, 5 | author = {Kanamitsu, M., W. Ebisuzaki, J. Woollen, S.-K. Yang, J.J. Hnilo, M. Fiorino, and G.L. Potter}, 6 | title = {NCEP–DOE AMIP-II Reanalysis (R-2)}, 7 | journal = {Bulletin of the American Meteorological Society} 8 | } 9 | -------------------------------------------------------------------------------- /esmvaltool/references/ndp.bibtex: -------------------------------------------------------------------------------- 1 | @misc{ndp, 2 | doi = {10.3334/cdiac/lue.ndp017.2006}, 3 | url = {https://doi.org/10.3334%2Fcdiac%2Flue.ndp017.2006}, 4 | year = 2006, 5 | month = {aug}, 6 | publisher = {{ORNL} Environmental Sciences Division}, 7 | author = {H.K. Gibbs,}, 8 | title = {Olson{\textquotesingle}s Major World Ecosystem Complexes Ranked by Carbon in Live Vegetation: An Updated Database Using the {GLC}2000 Land Cover Product} 9 | } 10 | -------------------------------------------------------------------------------- /esmvaltool/references/noaaglobaltemp.bibtex: -------------------------------------------------------------------------------- 1 | @article{noaaglobaltemp, 2 | doi = {doi:10.25921/9qth-2p70}, 3 | url = {https://doi.org/10.25921/9qth-2p70}, 4 | publisher = {NOAA National Centers for Environmental Information}, 5 | author = {Zhang, H.-M., B. Huang, J. Lawrimore, M. Menne, Thomas M. Smith}, 6 | title = {NOAA Global Surface Temperature Dataset (NOAAGlobalTemp), Version 5}, 7 | } 8 | -------------------------------------------------------------------------------- /esmvaltool/references/nsidc-0116.bibtex: -------------------------------------------------------------------------------- 1 | @misc{nsidc-0116, 2 | doi = {10.5067/INAWUWO7QH7B}, 3 | url = {http://nsidc.org/data/nsidc-0116/versions/4}, 4 | author = {{M. Tschudi/Univ Of CO}}, 5 | title = {Polar Pathfinder Daily 25 km EASE-Grid Sea Ice Motion Vectors}, 6 | publisher = {NASA National Snow and Ice Data Center DAAC}, 7 | year = {2019} 8 | } 9 | -------------------------------------------------------------------------------- /esmvaltool/references/nsidc-g02202.bibtex: -------------------------------------------------------------------------------- 1 | @misc{nsidc-g02202, 2 | doi = {10.7265/efmz-2t65}, 3 | title = {NOAA/NSIDC Climate Data Record of Passive Microwave Sea Ice Concentration, Version 4}, 4 | url = {https://nsidc.org/data/G02202/versions/4}, 5 | author = {Meier, W. N., F. Fetterer, A. K. Windnagel, and J. S. Stewart.}, 6 | publisher = {National Snow and Ice Data Center}, 7 | year = {2021} 8 | } 9 | -------------------------------------------------------------------------------- /esmvaltool/references/osi-450.bibtex: -------------------------------------------------------------------------------- 1 | @misc{osi-450, 2 | doi = {10.15770/EUM_SAF_OSI_0013}, 3 | url = {https://user.eumetsat.int/catalogue/EO:EUM:DAT:0826}, 4 | author = {{OSI SAF}}, 5 | keywords = {Climate, Thematic Climate Data Record, Ocean, Sea Ice}, 6 | language = {en}, 7 | title = {Global Sea Ice Concentration Climate Data Record v3.0 - Multimission}, 8 | publisher = {OSI SAF}, 9 | year = {2022} 10 | } 11 | -------------------------------------------------------------------------------- /esmvaltool/references/sommer17joss.bibtex: -------------------------------------------------------------------------------- 1 | @article{sommer17joss, 2 | author = {Philipp S. Sommer}, 3 | doi = {10.21105/joss.00363}, 4 | journal = {Journal of Open Source Software}, 5 | number = {16}, 6 | pages = {363}, 7 | publisher = {The Open Journal}, 8 | title = {The psyplot interactive visualization framework}, 9 | url = {https://doi.org/10.21105/joss.00363}, 10 | volume = {2}, 11 | year = {2017}, 12 | } 13 | -------------------------------------------------------------------------------- /esmvaltool/references/waskom21joss.bibtex: -------------------------------------------------------------------------------- 1 | @article{waskom21joss, 2 | doi = {10.21105/joss.03021}, 3 | url = {https://doi.org/10.21105/joss.03021}, 4 | year = {2021}, 5 | publisher = {The Open Journal}, 6 | volume = {6}, 7 | number = {60}, 8 | pages = {3021}, 9 | author = {Michael L. Waskom}, 10 | title = {seaborn: statistical data visualization}, 11 | journal = {Journal of Open Source Software} 12 | } 13 | -------------------------------------------------------------------------------- /esmvaltool/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/esmvaltool/utils/__init__.py -------------------------------------------------------------------------------- /esmvaltool/utils/color_tables/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/esmvaltool/utils/color_tables/__init__.py -------------------------------------------------------------------------------- /esmvaltool/utils/editor-enhancements/find_nclfuncs.csh: -------------------------------------------------------------------------------- 1 | #!/bin/csh 2 | 3 | set list = `find ../../interface_scripts/ ../../diag_scripts/ ../cmorizers/obs/ -type f -name "*.ncl" -exec grep 'undef(' {} \; | awk -F '"' '{print $2}'` 4 | 5 | echo $#list 6 | 7 | set tM = '\\\|' 8 | set str = "" 9 | 10 | foreach ll ($list) 11 | set str = $str$ll$tM 12 | end 13 | 14 | echo $str 15 | -------------------------------------------------------------------------------- /esmvaltool/utils/nclcodestyle/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/esmvaltool/utils/nclcodestyle/__init__.py -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/app/compare/rose-app.conf: -------------------------------------------------------------------------------- 1 | # BASH_XTRACEFD=1 sends the output from 'set -x' 2 | # to 'stdout' rather than 'stderr'. 3 | 4 | [command] 5 | default=BASH_XTRACEFD=1 6 | =set -euxo pipefail 7 | =env-file python ${COMPARE_SCRIPT} ${KGO_DIR} ${COMPARISON_OUTPUT_DIR} --verbose 8 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/app/configure/rose-app.conf: -------------------------------------------------------------------------------- 1 | [command] 2 | default=env-file configure.py 3 | 4 | [file:${USER_CONFIG_DIR}] 5 | mode=mkdir 6 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/app/generate_report/opt/rose-app-dkrz.conf: -------------------------------------------------------------------------------- 1 | [command] 2 | default=set -euo pipefail 3 | =env-file generate_html_report.py 4 | =if [ "${PRODUCTION}" = "True" ]; then rsync -av "${REPORT_PATH}" "${VM_PATH}"; echo "HTML report copied from ${REPORT_PATH} to ${VM_PATH}"; fi 5 | 6 | [env] 7 | VM_PATH=esmvaltool.dkrz.de:/mnt/esmvaltool_disk4/shared/esmvaltool/rtw/. 8 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/app/generate_report/rose-app.conf: -------------------------------------------------------------------------------- 1 | [command] 2 | default=env-file generate_html_report.py 3 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/app/get_esmval/opt/rose-app-dkrz.conf: -------------------------------------------------------------------------------- 1 | [command] 2 | default=singularity-env-file singularity build ${CONTAINER_PATH} ${DOCKER_SOURCE} 3 | 4 | [env] 5 | DOCKER_SOURCE=docker://esmvalgroup/esmvaltool:${ENV_NAME} 6 | 7 | [file:${CONTAINER_DIR}] 8 | mode=mkdir 9 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/app/get_esmval/opt/rose-app-jasmin.conf: -------------------------------------------------------------------------------- 1 | [command] 2 | default=singularity build ${CONTAINER_DIR}/${CONTAINER_FILE} ${DOCKER_SOURCE} 3 | 4 | [env] 5 | CONTAINER_DIR=${ROSE_DATAC}/container 6 | CONTAINER_FILE=esmvaltool.sif 7 | DOCKER_SOURCE=docker://esmvalgroup/esmvaltool:${ENV_NAME} 8 | 9 | [file:${CONTAINER_DIR}] 10 | mode=mkdir 11 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/app/get_esmval/opt/rose-app-metoffice.conf: -------------------------------------------------------------------------------- 1 | [command] 2 | default=clone_latest_esmval.sh 3 | 4 | [env] 5 | BRANCH=main 6 | ESMVALCORE_URL=git@github.com:ESMValGroup/ESMValCore.git 7 | ESMVALTOOL_URL=git@github.com:ESMValGroup/ESMValTool.git 8 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/app/get_esmval/rose-app.conf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/esmvaltool/utils/recipe_test_workflow/app/get_esmval/rose-app.conf -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/app/housekeeping/rose-app.conf: -------------------------------------------------------------------------------- 1 | meta=rose_prune 2 | mode=rose_prune 3 | 4 | [prune] 5 | prune-remote-logs-at=-P2D 6 | prune{share/cycle}=-P2D 7 | prune{work}=-P2D 8 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/app/process/rose-app.conf: -------------------------------------------------------------------------------- 1 | [command] 2 | default=env-file esmvaltool run ${RECIPE_PATH} --config_dir=${USER_CONFIG_DIR} 3 | 4 | [env] 5 | USER_CONFIG_DIR=${USER_CONFIG_DIR} 6 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/opt/rose-suite-jasmin.conf: -------------------------------------------------------------------------------- 1 | [template variables] 2 | DRS_CMIP5="BADC" 3 | DRS_CMIP6="BADC" 4 | ENV_NAME="latest" 5 | KGO_ROOT_PATH="/gws/nopw/j04/esmeval/KGO" 6 | ROOTPATH_CMIP5="/badc/cmip5/data/cmip5/output1" 7 | ROOTPATH_CMIP6="/badc/cmip6/data/CMIP6" 8 | ROOTPATH_OBS="/gws/nopw/j04/esmeval/obsdata-v2" 9 | ROOTPATH_OBS4MIPS="/gws/nopw/j04/esmeval/obsdata-v2" 10 | SITE="jasmin" 11 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/opt/rose-suite-production.conf: -------------------------------------------------------------------------------- 1 | [template variables] 2 | PRODUCTION="True" 3 | -------------------------------------------------------------------------------- /esmvaltool/utils/recipe_test_workflow/rose-suite.info: -------------------------------------------------------------------------------- 1 | owner=ESMValTool community 2 | project=RTW 3 | title=The Recipe Test Workflow (RTW) 4 | description=The RTW is a Cylc 8 workflow that is used to regularly run recipes so 5 | =issues can be discovered during the development process sooner 6 | =rather than later 7 | -------------------------------------------------------------------------------- /esmvaltool/utils/testing/regression/bin/run-esmvaltool.sh: -------------------------------------------------------------------------------- 1 | #!/bin/sh 2 | set -eo pipefail 3 | unset PYTHONPATH 4 | 5 | . ~/conda/etc/profile.d/conda.sh 6 | conda activate esmvaltool_v2.3 7 | 8 | esmvaltool run "$1" 9 | -------------------------------------------------------------------------------- /esmvaltool/utils/testing/regression/example-recipes.rc: -------------------------------------------------------------------------------- 1 | #!jinja2 2 | 3 | {% set recipes = [ 4 | "examples/recipe_julia.yml", 5 | "examples/recipe_ncl.yml", 6 | "examples/recipe_python.yml", 7 | "examples/recipe_r.yml" 8 | ] %} 9 | -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/tests/__init__.py -------------------------------------------------------------------------------- /tests/integration/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESMValGroup/ESMValTool/37438d5b3d9ce586f1bcb9392fd1a9fa756935a2/tests/integration/__init__.py -------------------------------------------------------------------------------- /tests/integration/diag_scripts/__init__.py: -------------------------------------------------------------------------------- 1 | """Integration tests for diagnostic scripts.""" 2 | -------------------------------------------------------------------------------- /tests/integration/diagnostic.R: -------------------------------------------------------------------------------- 1 | library(yaml) 2 | args <- commandArgs(trailingOnly = TRUE) 3 | print(paste0("INFO Loading settings from ", args[1])) 4 | settings <- yaml::read_yaml(args[1]) 5 | 6 | print(paste0("INFO Writing settings to ", settings$setting_name)) 7 | yaml::write_yaml(settings, settings$setting_name) 8 | -------------------------------------------------------------------------------- /tests/integration/diagnostic.jl: -------------------------------------------------------------------------------- 1 | import YAML 2 | @info "Starting diagnostic script with" ARGS 3 | config_file = ARGS[1] 4 | cfg = YAML.load_file(config_file) 5 | out_file = cfg["setting_name"] 6 | @info "Copying file to" out_file 7 | Base.Filesystem.cp(config_file, out_file) 8 | @info "Done" 9 | -------------------------------------------------------------------------------- /tests/integration/diagnostic.py: -------------------------------------------------------------------------------- 1 | import yaml 2 | 3 | from esmvaltool.diag_scripts.shared import run_diagnostic 4 | 5 | 6 | def main(cfg): 7 | with open(cfg["setting_name"], "w") as file: 8 | yaml.safe_dump(cfg, file) 9 | 10 | 11 | if __name__ == "__main__": 12 | with run_diagnostic() as config: 13 | main(config) 14 | -------------------------------------------------------------------------------- /tests/sample_data/__init__.py: -------------------------------------------------------------------------------- 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