├── .coveragerc ├── .gitignore ├── .landscape.yml ├── .mailmap ├── .noserc ├── .travis.yml ├── CHANGES.md ├── KEYS ├── LICENSE.txt ├── MANIFEST.in ├── NOTICE.txt ├── RCMES ├── CORDEX │ ├── CORDEX.ipynb │ ├── cordex.py │ ├── metadata_extractor.py │ └── templates │ │ ├── CORDEX.yaml.template │ │ └── CORDEX_evaluation_run.yaml.template ├── cli_app.py ├── configuration_files │ ├── CMIP5_precipitation_evaluation.yaml │ ├── CORDEX-Africa_examples │ │ ├── Fig10a_cru.yaml │ │ ├── Fig10b_cru.yaml │ │ ├── Fig1_2_4a_5.yaml │ │ ├── Fig3a_summer.yaml │ │ ├── Fig3a_winter.yaml │ │ ├── Fig3b_summer.yaml │ │ ├── Fig3b_winter.yaml │ │ ├── Fig4d_7d_8ad.yaml │ │ ├── Fig4f_9bcd.yaml │ │ ├── Fig7e_8be.yaml │ │ └── Fig7f_8cf.yaml │ ├── CORDEX-Arctic_examples │ │ ├── cordex-arctic_cloud_fraction_bias_to_SRB.yaml │ │ ├── cordex-arctic_rlds_bias_to_SRB.yaml │ │ ├── cordex-arctic_rlus_bias_to_SRB.yaml │ │ └── cordex-arctic_rsds_bias_to_SRB.yaml │ ├── ESGF_example │ │ ├── ESGF-Example.yaml │ │ └── ESGF-Example_local.yaml │ ├── NARCCAP_examples │ │ ├── Fig10_and_Fig11.yaml │ │ ├── Fig12_summer.yaml │ │ ├── Fig12_winter.yaml │ │ ├── Fig14_and_Fig15.yaml │ │ ├── Fig16_summer.yaml │ │ ├── Fig16_winter.yaml │ │ ├── Fig5_and_Fig6.yaml │ │ ├── Fig7_summer.yaml │ │ ├── Fig7_winter.yaml │ │ └── Fig8_and_Fig9.yaml │ ├── NASA_downscaling_project_Part1 │ │ ├── dscale_prmo-eus_rcmed.yaml │ │ ├── dscale_prmo-wus_local.yaml │ │ ├── dscale_prmo-wus_rcmed.yaml │ │ └── dscale_wus_prec_trmm_vs_nldas.yaml │ └── cordex_AF_prec_subregion_annual_cycle_time_series.yaml ├── metrics_and_plots.py ├── run_RCMES.py ├── statistical_downscaling │ ├── MPI_tas_JJA.yaml │ └── run_statistical_downscaling.py └── test │ └── test.py ├── README.rst ├── deps_py2.txt ├── deps_py3.txt ├── dmitri_example.ipynb ├── doap_CLIMATE.rdf ├── docs ├── Makefile ├── make.bat └── source │ ├── conf.py │ ├── config │ ├── config_overview.rst │ ├── config_writer.rst │ ├── dataset_information.rst │ ├── evaluation_settings.rst │ ├── metrics_information.rst │ └── plots_settings.rst │ ├── data_source │ └── data_sources.rst │ ├── index.rst │ ├── ocw-logo-variant-sm-01-01-new.png │ ├── ocw │ ├── dataset.rst │ ├── dataset_loader.rst │ ├── dataset_processor.rst │ ├── evaluation.rst │ ├── metrics.rst │ ├── overview.rst │ ├── plotter.rst │ ├── statistical_downscaling.rst │ └── utils.rst │ └── ui-backend │ └── backend.rst ├── examples ├── GPM_WRF24_JPDF_comparison.py ├── draw_climatology_map_MISR_AOD.py ├── esgf_integration_example.py ├── knmi_to_cru31_full_bias.py ├── model_ensemble_to_rcmed.py ├── multi_model_evaluation.py ├── multi_model_taylor_diagram.py ├── podaac_integration_example.py ├── simple_model_to_model_bias.py ├── simple_model_tstd.py ├── subregions_portrait_diagram.py ├── subregions_rectangular_boundaries.py ├── subset_TRMM_data_for_NCA_regions.py ├── taylor_diagram_example.py ├── temperature_trends_over_CONUS.py └── time_series_with_regions.py ├── ez_setup.py ├── mccsearch ├── README.md ├── code │ ├── .DS_Store │ ├── __init__.py │ ├── mainProg.py │ ├── mainProgTemplate.py │ ├── mccSearch.py │ └── mccSearchUI.py └── docs │ ├── mccsearch.md │ └── mccsearch_workflow.png ├── obs4MIPs ├── INSTALLATION ├── README ├── Tables │ ├── CMIP5_3hr │ ├── CMIP5_3hr_obs │ ├── CMIP5_6hrLev │ ├── CMIP5_6hrPlev │ ├── CMIP5_Amon │ ├── CMIP5_Amon_ana │ ├── CMIP5_Amon_ana_allLevels │ ├── CMIP5_Amon_new │ ├── CMIP5_Amon_obs │ ├── CMIP5_Limon │ ├── CMIP5_Limon_obs │ ├── CMIP5_Lmon │ ├── CMIP5_Lmon_obs │ ├── CMIP5_Oclim │ ├── CMIP5_Oimon │ └── CMIP5_Omon ├── Toolbox │ ├── CMORresources.py │ ├── ESGFexcel.py │ ├── ESGFresources.py │ └── __init__.py ├── examples │ ├── ECMWF │ │ ├── ECMWFobs4MIPs.rc │ │ ├── Tables │ │ ├── Y2013 │ │ │ ├── README │ │ │ └── verification.py │ │ └── ecmwf_table_obs4MIPs.xls │ └── TRMM │ │ ├── TRMM.rc │ │ ├── Tables │ │ └── v7 │ │ ├── README │ │ ├── TRMM.data │ │ └── TRMM_1998.lst ├── factory │ ├── __init__.py │ ├── equations.py │ └── formats.py ├── obs4MIPs_process.py └── setup.py ├── ocw-parallel ├── README.md ├── functions.py └── notebooks │ ├── Advanced RCMES Workflow (with multicore parallelism).ipynb │ ├── Basic RCMES Workflow.ipynb │ └── Flexible RCMES Workflow.ipynb ├── ocw-ui ├── backend │ ├── __init__.py │ ├── config.py │ ├── directory_helpers.py │ ├── local_file_metadata_extractors.py │ ├── processing.py │ ├── rcmed_helpers.py │ ├── run_webservices.py │ └── tests │ │ ├── __init__.py │ │ ├── example_data │ │ ├── lat_lon_time.nc │ │ └── lat_lon_time_invalid.nc │ │ ├── test_directory_helpers.py │ │ ├── test_local_file_metadata_extractors.py │ │ ├── test_processing.py │ │ └── test_run_webservices.py └── frontend │ ├── .bowerrc │ ├── .editorconfig │ ├── .gitattributes │ ├── .gitignore │ ├── .jscsrc │ ├── .jshintrc │ ├── .travis.yml │ ├── Gruntfile.js │ ├── README.md │ ├── app │ ├── .buildignore │ ├── .htaccess │ ├── 404.html │ ├── favicon.ico │ ├── img │ │ ├── globe.png │ │ └── ocw-logo-variant-sm-01-01.png │ ├── index.html │ ├── robots.txt │ ├── scripts │ │ ├── app.js │ │ ├── controllers │ │ │ ├── datasetdisplay.js │ │ │ ├── datasetselect.js │ │ │ ├── main.js │ │ │ ├── observationselect.js │ │ │ ├── parameterselect.js │ │ │ ├── rcmedselection.js │ │ │ ├── result.js │ │ │ ├── resultdetail.js │ │ │ ├── settings.js │ │ │ ├── timeline.js │ │ │ └── worldmap.js │ │ ├── directives │ │ │ ├── bootstrapmodal.js │ │ │ ├── bootstrapmodalopen.js │ │ │ ├── leafletmap.js │ │ │ ├── onblur.js │ │ │ ├── predictivefilebrowserinput.js │ │ │ ├── previewmap.js │ │ │ └── timeline.js │ │ ├── filters │ │ │ └── isodatetomiddleendian.js │ │ └── services │ │ │ ├── evaluationsettings.js │ │ │ ├── regionselectparams.js │ │ │ └── selecteddatasetinformation.js │ ├── styles │ │ └── main.css │ └── views │ │ ├── demo.html │ │ ├── main.html │ │ ├── modelselect.html │ │ ├── results.html │ │ ├── resultsdetail.html │ │ ├── resultslist.html │ │ ├── selectobservation.html │ │ └── selectrcmed.html │ ├── bower.json │ ├── package.json │ └── test │ ├── .jshintrc │ ├── karma.conf.js │ └── spec │ ├── controllers │ ├── datasetdisplay.js │ ├── datasetselect.js │ ├── main.js │ ├── observationselect.js │ ├── parameterselect.js │ ├── rcmedselection.js │ ├── result.js │ ├── resultdetail.js │ ├── settings.js │ ├── timeline.js │ └── worldmap.js │ ├── directives │ ├── bootstrapmodal.js │ ├── bootstrapmodalopen.js │ ├── leafletmap.js │ ├── onblur.js │ ├── predictivefilebrowserinput.js │ ├── previewmap.js │ └── timeline.js │ ├── filters │ └── isodatetomiddleendian.js │ └── services │ ├── evaluationsettings.js │ ├── regionselectparams.js │ └── selecteddatasetinformation.js ├── ocw-vm ├── Vagrantfile └── init-ocw-vm.sh ├── ocw ├── __init__.py ├── data_source │ ├── __init__.py │ ├── dap.py │ ├── esgf.py │ ├── local.py │ ├── podaac_datasource.py │ └── rcmed.py ├── dataset.py ├── dataset_loader.py ├── dataset_processor.py ├── esgf │ ├── __init__.py │ ├── constants.py │ ├── download.py │ ├── logon.py │ ├── main.py │ └── search.py ├── evaluation.py ├── metrics.py ├── plotter.py ├── shape │ ├── countries.dbf │ ├── countries.prj │ ├── countries.shp │ ├── countries.shx │ ├── us_states.dbf │ ├── us_states.shp │ └── us_states.shx ├── statistical_downscaling.py ├── tests │ ├── TestGetNetcdfVariableNames.nc │ ├── __init__.py │ ├── lat_lon_time_daily.nc │ ├── parameter_dataset_text.txt │ ├── parameter_values.npy │ ├── parameters_metadata_output.p │ ├── parameters_metadata_text.txt │ ├── subset.json │ ├── test_dap.py │ ├── test_dataset.py │ ├── test_dataset_loader.py │ ├── test_dataset_processor.py │ ├── test_evaluation.py │ ├── test_local.py │ ├── test_metrics.py │ ├── test_plotter.py │ ├── test_podaac.py │ ├── test_rcmed.py │ └── test_utils.py └── utils.py ├── ocw_config_runner ├── __init__.py ├── configuration_parsing.py ├── configuration_writer.py ├── evaluation_creation.py ├── example │ ├── portrait_diagram.yaml │ ├── simple_model_to_model_bias.yaml │ ├── subregion.yaml │ ├── taylor_diagram_example.yaml │ └── time_series_plot_example.yaml ├── 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