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Merge branch 'main' into ao_update_precip_var
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‎doc/jupyter/Demo/Demo_1a_compute_climatologies.ipynb‎

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@@ -82,10 +82,10 @@
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"end = '2018-12'\n",
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"\n",
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"# INPUT DATASET - CAN BE MODEL OR OBSERVATIONS\n",
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"infile = 'demo_data/obs4MIPs_PCMDI_monthly/NASA-LaRC/CERES-EBAF-4-1/mon/rlut/gn/v20210727/rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc'\n",
85+
"infile = 'demo_data_tmp/obs4MIPs_PCMDI_monthly/NASA-LaRC/CERES-EBAF-4-1/mon/rlut/gn/v20210727/rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc'\n",
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"\n",
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"# DIRECTORY WHERE TO PUT RESULTS\n",
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"outfile = 'demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc'\n",
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"outfile = 'demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc'\n",
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"\n"
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]
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}
@@ -115,25 +115,26 @@
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"text": [
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"start and end are 2003-01 2018-12\n",
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"variable list: ['rlut']\n",
118-
"infilename is rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc\n",
119-
"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"outdir is None\n",
118+
"ver: v20240923\n",
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"var: rlut\n",
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"infile: demo_data_tmp/obs4MIPs_PCMDI_monthly/NASA-LaRC/CERES-EBAF-4-1/mon/rlut/gn/v20210727/rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc\n",
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"outfile: demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"outfilename: None\n",
123+
"outpath: None\n",
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"ver: v20240923\n",
125+
"infilename: rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc\n",
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"type(d): <class 'xarray.core.dataset.Dataset'>\n",
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"atts: {'Conventions': 'CF-1.7 ODS-2.1', 'activity_id': 'obs4MIPs', 'contact': 'PCMDI ([email protected])', 'creation_date': '2021-07-27T18:20:26Z', 'curation_provenance': 'work-in-progress', 'data_specs_version': '2.1.0', 'external_variables': 'areacella', 'frequency': 'mon', 'further_info_url': 'https://furtherinfo.es-doc.org/CMIP6.NASA-LaRC.CERES-EBAF-4-1.experiment_idsub_experiment_idPCMDI', 'grid': '1x1 degree latitude x longitude', 'grid_label': 'gn', 'history': '2021-07-27T18:20:26Z; CMOR rewrote data to be consistent with obs4MIPs, and CF-1.7 ODS-2.1 standards', 'institution': 'NASA-LaRC (Langley Research Center) Hampton, Va', 'institution_id': 'NASA-LaRC', 'mip_era': 'CMIP6', 'nominal_resolution': '100 km', 'product': 'observations', 'realm': 'atmos', 'release_year': '2019', 'source': 'CERES EBAF (Energy Balanced and Filled) TOA Fluxes. Monthly Averages', 'source_description': 'CERES EBAF (Energy Balanced and Filled) TOA Fluxes. Monthly Averages', 'source_id': 'CERES-EBAF-4-1', 'source_label': 'CERES-EBAF-4-1', 'source_name': 'CERES-EBAF4-1', 'source_type': 'satellite_blended', 'source_version_number': '4.1', 'table_id': 'obs4MIPs_Amon', 'table_info': 'Creation Date:(18 November 2020) MD5:d8a4a72de798e86a999881bdaeb1809e', 'title': 'CERES prepared for obs4MIPs (ODS-v2.1.0)', 'tracking_id': 'hdl:21.14102/d1afa116-4801-4801-b302-43c49b5bb7dc', 'variable_id': 'rlut', 'variant_info': 'Best Estimate', 'variant_label': 'PCMDI', 'license': 'Data in this file processed for obs4MIPs by PCMDI and is for research purposes only.', 'cmor_version': '3.6.1'}\n",
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"outdir: demo_output_tmp/climo\n",
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"start_yr_str is 2003\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.AC.v20220420.nc\n",
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"(12, 180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.AC.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.DJF.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.DJF.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.MAM.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.MAM.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.JJA.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.JJA.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.SON.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.SON.v20220420.nc\n"
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"start_mo_str is 01\n",
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"end_yr_str is 2018\n",
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"end_mo_str is 12\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.AC.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.DJF.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.MAM.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.JJA.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.SON.v20240923.nc\n"
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]
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}
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],
@@ -172,25 +173,40 @@
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"text": [
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"start and end are 2003-01 2018-12\n",
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"variable list: ['rlut']\n",
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"infilename is rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"outdir is None\n",
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"ver: v20240923\n"
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]
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},
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/Users/lee1043/mambaforge/envs/pmp_devel_20240425/lib/python3.10/site-packages/pcmdi_metrics/io/string_constructor.py:43: UserWarning: Keyword 'variable' not provided for filling the template.\n",
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" warnings.warn(f\"Keyword '{k}' not provided for filling the template.\")\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"var: rlut\n",
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"infile: demo_data_tmp/obs4MIPs_PCMDI_monthly/NASA-LaRC/CERES-EBAF-4-1/mon/rlut/gn/v20210727/rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc\n",
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"outfile: demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"outfilename: None\n",
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"outpath: None\n",
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"ver: v20240923\n",
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"infilename: rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc\n",
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"type(d): <class 'xarray.core.dataset.Dataset'>\n",
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"atts: {'Conventions': 'CF-1.7 ODS-2.1', 'activity_id': 'obs4MIPs', 'contact': 'PCMDI ([email protected])', 'creation_date': '2021-07-27T18:20:26Z', 'curation_provenance': 'work-in-progress', 'data_specs_version': '2.1.0', 'external_variables': 'areacella', 'frequency': 'mon', 'further_info_url': 'https://furtherinfo.es-doc.org/CMIP6.NASA-LaRC.CERES-EBAF-4-1.experiment_idsub_experiment_idPCMDI', 'grid': '1x1 degree latitude x longitude', 'grid_label': 'gn', 'history': '2021-07-27T18:20:26Z; CMOR rewrote data to be consistent with obs4MIPs, and CF-1.7 ODS-2.1 standards', 'institution': 'NASA-LaRC (Langley Research Center) Hampton, Va', 'institution_id': 'NASA-LaRC', 'mip_era': 'CMIP6', 'nominal_resolution': '100 km', 'product': 'observations', 'realm': 'atmos', 'release_year': '2019', 'source': 'CERES EBAF (Energy Balanced and Filled) TOA Fluxes. Monthly Averages', 'source_description': 'CERES EBAF (Energy Balanced and Filled) TOA Fluxes. Monthly Averages', 'source_id': 'CERES-EBAF-4-1', 'source_label': 'CERES-EBAF-4-1', 'source_name': 'CERES-EBAF4-1', 'source_type': 'satellite_blended', 'source_version_number': '4.1', 'table_id': 'obs4MIPs_Amon', 'table_info': 'Creation Date:(18 November 2020) MD5:d8a4a72de798e86a999881bdaeb1809e', 'title': 'CERES prepared for obs4MIPs (ODS-v2.1.0)', 'tracking_id': 'hdl:21.14102/d1afa116-4801-4801-b302-43c49b5bb7dc', 'variable_id': 'rlut', 'variant_info': 'Best Estimate', 'variant_label': 'PCMDI', 'license': 'Data in this file processed for obs4MIPs by PCMDI and is for research purposes only.', 'cmor_version': '3.6.1'}\n",
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"outdir: demo_output_tmp/climo\n",
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"start_yr_str is 2003\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.AC.v20220420.nc\n",
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"(12, 180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.AC.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.DJF.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.DJF.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.MAM.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.MAM.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.JJA.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.JJA.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.SON.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.SON.v20220420.nc\n"
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"start_mo_str is 01\n",
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"end_yr_str is 2018\n",
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"end_mo_str is 12\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.AC.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.DJF.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.MAM.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.JJA.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.SON.v20240923.nc\n"
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]
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}
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],
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"text": [
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"start and end are 2003-01 2018-12\n",
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"variable list: ['rlut']\n",
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"infilename is rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"outdir is demo_output/climo/\n",
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"ver: v20240923\n",
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"var: rlut\n",
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"infile: demo_data_tmp/obs4MIPs_PCMDI_monthly/NASA-LaRC/CERES-EBAF-4-1/mon/rlut/gn/v20210727/rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc\n",
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"outfile: demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"outfilename: rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"outpath: demo_output_tmp/climo/\n",
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"ver: v20240923\n",
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"infilename: rlut_mon_CERES-EBAF-4-1_PCMDI_gn_200301-201812.nc\n",
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"type(d): <class 'xarray.core.dataset.Dataset'>\n",
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"atts: {'Conventions': 'CF-1.7 ODS-2.1', 'activity_id': 'obs4MIPs', 'contact': 'PCMDI ([email protected])', 'creation_date': '2021-07-27T18:20:26Z', 'curation_provenance': 'work-in-progress', 'data_specs_version': '2.1.0', 'external_variables': 'areacella', 'frequency': 'mon', 'further_info_url': 'https://furtherinfo.es-doc.org/CMIP6.NASA-LaRC.CERES-EBAF-4-1.experiment_idsub_experiment_idPCMDI', 'grid': '1x1 degree latitude x longitude', 'grid_label': 'gn', 'history': '2021-07-27T18:20:26Z; CMOR rewrote data to be consistent with obs4MIPs, and CF-1.7 ODS-2.1 standards', 'institution': 'NASA-LaRC (Langley Research Center) Hampton, Va', 'institution_id': 'NASA-LaRC', 'mip_era': 'CMIP6', 'nominal_resolution': '100 km', 'product': 'observations', 'realm': 'atmos', 'release_year': '2019', 'source': 'CERES EBAF (Energy Balanced and Filled) TOA Fluxes. Monthly Averages', 'source_description': 'CERES EBAF (Energy Balanced and Filled) TOA Fluxes. Monthly Averages', 'source_id': 'CERES-EBAF-4-1', 'source_label': 'CERES-EBAF-4-1', 'source_name': 'CERES-EBAF4-1', 'source_type': 'satellite_blended', 'source_version_number': '4.1', 'table_id': 'obs4MIPs_Amon', 'table_info': 'Creation Date:(18 November 2020) MD5:d8a4a72de798e86a999881bdaeb1809e', 'title': 'CERES prepared for obs4MIPs (ODS-v2.1.0)', 'tracking_id': 'hdl:21.14102/d1afa116-4801-4801-b302-43c49b5bb7dc', 'variable_id': 'rlut', 'variant_info': 'Best Estimate', 'variant_label': 'PCMDI', 'license': 'Data in this file processed for obs4MIPs by PCMDI and is for research purposes only.', 'cmor_version': '3.6.1'}\n",
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"outdir: demo_output_tmp/climo/\n",
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"start_yr_str is 2003\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.AC.v20220420.nc\n",
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"(12, 180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.AC.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.DJF.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.DJF.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.MAM.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.MAM.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.JJA.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.JJA.v20220420.nc\n",
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"outfd is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.nc\n",
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"out is demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.SON.v20220420.nc\n",
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"(180, 360) (12, 180, 360) demo_output/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.SON.v20220420.nc\n"
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"start_mo_str is 01\n",
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"end_yr_str is 2018\n",
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"end_mo_str is 12\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.AC.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.DJF.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.MAM.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.JJA.v20240923.nc\n",
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"output file is demo_output_tmp/climo/rlut_mon_CERES-EBAF-4-1_BE_gn.200301-201812.SON.v20240923.nc\n"
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]
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}
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],
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.12"
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"version": "3.10.10"
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}
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},
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"nbformat": 4,

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