# ESMValTool # recipe_galytska23jgr.yml --- documentation: title: Arctic-Midlatitude Teleconnections recipe description: > Recipe to select variables that reproduce Arctic-midlatitude teleconnections for further application of Causal Model Evaluation (CME) described in Galytska et al. (2023). This recipe also applies the CVDP package. There are necessary changes in cvdp/cvdp/driver.ncl to be applied: modular = "True" and modular_list = "psl.nam_nao" authors: - galytska_evgenia maintainer: - galytska_evgenia references: - galytska23jgr projects: - usmile preprocessors: bk_ice: anomalies: period: monthly regrid: target_grid: 1x1 scheme: linear extract_region: start_latitude: 70. end_latitude: 80. start_longitude: 30. end_longitude: 105. area_statistics: operator: mean ok_ice: anomalies: period: monthly regrid: target_grid: 1x1 scheme: linear extract_region: start_latitude: 50. end_latitude: 60. start_longitude: 140. end_longitude: 160. area_statistics: operator: mean pv: anomalies: period: monthly regrid: target_grid: 1x1 scheme: linear extract_levels: levels: [10000., 7000., 5000., 3000., 2000., 1000.] scheme: linear extract_region: start_latitude: 65. end_latitude: 90. start_longitude: 0. end_longitude: 360. area_statistics: operator: mean pressure_sib: anomalies: period: monthly regrid: target_grid: 1x1 scheme: linear extract_region: start_latitude: 40. end_latitude: 65. start_longitude: 85. end_longitude: 120. area_statistics: operator: mean pressure_ural: anomalies: period: monthly regrid: target_grid: 1x1 scheme: linear extract_region: start_latitude: 45. end_latitude: 70. start_longitude: 40. end_longitude: 85. area_statistics: operator: mean pressure_aleut: anomalies: period: monthly regrid: target_grid: 1x1 scheme: linear extract_region: start_latitude: 45. end_latitude: 80. start_longitude: 160. end_longitude: 260. area_statistics: operator: mean pre_tas: anomalies: period: monthly regrid: target_grid: 1x1 scheme: linear extract_region: start_latitude: 65. end_latitude: 90. start_longitude: 0. end_longitude: 360. area_statistics: operator: mean pre_tas_baffin: anomalies: period: monthly regrid: target_grid: 1x1 scheme: linear extract_region: start_latitude: 55. end_latitude: 75. start_longitude: 290. end_longitude: 310. area_statistics: operator: mean pre_tas_sib: anomalies: period: monthly regrid: target_grid: 1x1 scheme: linear extract_region: start_latitude: 60. end_latitude: 70. start_longitude: 20. end_longitude: 100. area_statistics: operator: mean heat_flux: regrid: target_grid: 1x1 scheme: linear extract_levels: levels: 10000 scheme: linear extract_region: start_latitude: 45. end_latitude: 75. start_longitude: 0. end_longitude: 360. zonal_wind: anomalies: period: monthly regrid: target_grid: 1x1 scheme: linear extract_region: start_latitude: 50. end_latitude: 70. start_longitude: 0. end_longitude: 360. area_statistics: operator: mean diagnostics: diagnostic_arctic: description: Get the variables for Arctic-midlatitude processes themes: - phys - seaIce realms: - atmos - seaIce variables: pv: &my_settings short_name: zg preprocessor: pv start_year: 1980 end_year: 2021 mip: Amon project: CMIP6 exp: - historical - ssp585 ensemble: r1i1p1f1 additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3} - {dataset: ACCESS-CM2, grid: gn} - {dataset: ACCESS-ESM1-5, grid: gn, supplementary_variables: [{short_name: areacella, skip: true}]} - {dataset: BCC-CSM2-MR, grid: gn} - {dataset: CAMS-CSM1-0, grid: gn} - {dataset: CanESM5, grid: gn} - {dataset: CMCC-CM2-SR5, grid: gn} - {dataset: CMCC-ESM2, grid: gn} - {dataset: EC-Earth3, grid: gr} - {dataset: EC-Earth3-Veg, grid: gr} - {dataset: EC-Earth3-Veg-LR, grid: gr} - {dataset: GFDL-CM4, grid: gr1} - {dataset: GFDL-ESM4, grid: gr1} - {dataset: INM-CM4-8, grid: gr1} - {dataset: INM-CM5-0, grid: gr1} - {dataset: IPSL-CM6A-LR, grid: gr} - {dataset: MPI-ESM1-2-HR, grid: gn} - {dataset: MPI-ESM1-2-LR, grid: gn} - {dataset: MIROC6, grid: gn} - {dataset: MRI-ESM2-0, grid: gn} tas: <<: *my_settings short_name: tas preprocessor: pre_tas psl_Ural: <<: *my_settings short_name: psl preprocessor: pressure_ural psl_Sib: <<: *my_settings short_name: psl preprocessor: pressure_sib psl_Aleut: <<: *my_settings short_name: psl preprocessor: pressure_aleut va: <<: *my_settings short_name: va preprocessor: heat_flux ta: <<: *my_settings short_name: ta preprocessor: heat_flux sic_BK_siconc: <<: *my_settings short_name: siconc preprocessor: bk_ice mip: SImon additional_datasets: - {dataset: ACCESS-CM2, grid: gn} - {dataset: ACCESS-ESM1-5, grid: gn} - {dataset: BCC-CSM2-MR, grid: gn} - {dataset: CAMS-CSM1-0, grid: gn} - {dataset: CanESM5, grid: gn} - {dataset: CMCC-CM2-SR5, grid: gn, supplementary_variables: [{short_name: areacello, skip: true}]} - {dataset: CMCC-ESM2, grid: gn, supplementary_variables: [{short_name: areacello, skip: true}]} - {dataset: EC-Earth3, grid: gn} - {dataset: EC-Earth3-Veg, grid: gn} - {dataset: EC-Earth3-Veg-LR, grid: gn} - {dataset: GFDL-CM4, grid: gr} - {dataset: GFDL-ESM4, grid: gr} - {dataset: INM-CM4-8, grid: gr1} - {dataset: INM-CM5-0, grid: gr1} - {dataset: IPSL-CM6A-LR, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} - {dataset: MPI-ESM1-2-LR, grid: gn} - {dataset: MIROC6, grid: gn} - {dataset: MRI-ESM2-0, grid: gn} sic_Ok_siconc: <<: *my_settings short_name: siconc preprocessor: ok_ice mip: SImon additional_datasets: - {dataset: ACCESS-CM2, grid: gn} - {dataset: ACCESS-ESM1-5, grid: gn} - {dataset: BCC-CSM2-MR, grid: gn} - {dataset: CAMS-CSM1-0, grid: gn} - {dataset: CanESM5, grid: gn} - {dataset: CMCC-CM2-SR5, grid: gn, supplementary_variables: [{short_name: areacello, skip: true}]} - {dataset: CMCC-ESM2, grid: gn, supplementary_variables: [{short_name: areacello, skip: true}]} - {dataset: EC-Earth3, grid: gn} - {dataset: EC-Earth3-Veg, grid: gn} - {dataset: EC-Earth3-Veg-LR, grid: gn} - {dataset: GFDL-CM4, grid: gr} - {dataset: GFDL-ESM4, grid: gr} - {dataset: INM-CM4-8, grid: gr1} - {dataset: INM-CM5-0, grid: gr1} - {dataset: IPSL-CM6A-LR, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} - {dataset: MPI-ESM1-2-LR, grid: gn} - {dataset: MIROC6, grid: gn} - {dataset: MRI-ESM2-0, grid: gn} sic_BK: <<: *my_settings short_name: sic preprocessor: bk_ice additional_datasets: - {dataset: HadISST, project: OBS, mip: OImon, type: reanaly, version: 1, tier: 2} sic_Ok: <<: *my_settings short_name: sic preprocessor: ok_ice additional_datasets: - {dataset: HadISST, project: OBS, mip: OImon, type: reanaly, version: 1, tier: 2} scripts: output: script: galytska23/select_variables_for_tigramite.py plot_timeseries: True variable_to_plot: Arctic_temperature diagnostic_cvdp: description: Run the NCAR CVDPackage. variables: ts: &cvdp_settings short_name: ts mip: Amon start_year: 1980 end_year: 2021 project: CMIP6 exp: - historical - ssp585 ensemble: r1i1p1f1 additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3} - {dataset: ACCESS-ESM1-5, grid: gn} - {dataset: ACCESS-CM2, grid: gn} - {dataset: BCC-CSM2-MR, grid: gn} - {dataset: CAMS-CSM1-0, grid: gn} - {dataset: CanESM5, grid: gn} - {dataset: CMCC-CM2-SR5, grid: gn} - {dataset: CMCC-ESM2, grid: gn} - {dataset: EC-Earth3, grid: gr} - {dataset: EC-Earth3-CC, grid: gr} - {dataset: EC-Earth3-Veg, grid: gr} - {dataset: EC-Earth3-Veg-LR, grid: gr} - {dataset: GFDL-CM4, grid: gr1} - {dataset: GFDL-ESM4, grid: gr1} - {dataset: INM-CM4-8, grid: gr1} - {dataset: INM-CM5-0, grid: gr1} - {dataset: IPSL-CM6A-LR, grid: gr} - {dataset: MPI-ESM1-2-HR, grid: gn} - {dataset: MPI-ESM1-2-LR, grid: gn} - {dataset: MIROC6, grid: gn} - {dataset: MRI-ESM2-0, grid: gn} tas: <<: *cvdp_settings short_name: tas mip: Amon pr: <<: *cvdp_settings short_name: pr mip: Amon psl: <<: *cvdp_settings short name: psl mip: Amon scripts: cvdp: script: cvdp/cvdp_wrapper.py