Pre-processed data of atlas in EUCP-WP2

<strong>Preprocessed data of Atlas in EUCP-WP2</strong> We provide some notebooks that check the original/raw data, fix/add the metadata using CF-conventions https://cfconventions.org/Data/cf-conventions/cf-conventions-1.9/cf-conventions.html and save data in a NetCDF format. See https://github.com/eucp-project/atlas/blob/main/python/README.md. The pre-processed data follows the following standards: <strong>coordinates</strong> climatology_bounds (climatology_bounds) datetime64[ns] ['2050-06-01', '2050-09-01', '2050-12-01', '2051-03-01'] time (time) (datetime64[ns]) [2050-07-16 2051-01-16] # "JJA", "DJF" latitude (lat) (float64) [30, ..., 75] longitude (lon) (float64) [-10, ..., 40] percentile (percentile) (int64) [10, 25, 50, 75, 90] <strong>variables</strong> tas (time, latitude, longitude, percentile) (float64) pr (time, latitude, longitude, percentile) (float64) <strong>attributes</strong> The attributes of variables and coordinates are defined as: "tas": {<br> "description": "Change in Air Temperature",<br> "standard_name": "Change in Air Temperature",<br> "long_name": "Change in Near-Surface Air Temperature",<br> "units": "K",<br> "cell_methods": "time: mean changes over 20 years 2041-2060 vs 1995-2014",<br> }, "pr": {<br> "description": "Relative precipitation",<br> "standard_name": "Relative precipitation",<br> "long_name": "Relative precipitation",<br> "units": "%",<br> "cell_methods": "time: mean changes over 20 years 2041-2060 vs 1995-2014",<br> }, "latitude": {"units": "degrees_north", "long_name": "latitude", "axis": "Y"}, "longitude": {"units": "degrees_east", "long_name": "longitude", "axis": "X"}, "time": {<br> "climatology": "climatology_bounds",<br> "long_name": "time",<br> "axis": "T",<br> "climatology_bounds": ["2050-6-1", "2050-9-1", "2050-12-1", "2051-3-1"],<br> "description": "mean changes over 20 years 2041-2060 vs 1995-2014. The mid point 2050 is chosen as the representative time.",<br> }, "percentile": {"units": "%", "long_name": "percentile", "axis": "Z"}, The attributes of the data is defined as: "description": "Contains modified <code>institute</code> <code>method</code> data used for Atlas in EUCP project.", "history": "original <code>institute</code> <code>method</code> data files ...", <strong>output file names</strong> output_file_name = <code>prefix_activity_institution-id_source_method_sub-method_cmor-var</code> example: atlas_EUCP_CNRM_CMIP6_KCC_cons_tas.nc <strong>Reference</strong>: https://eucp-project.github.io/atlas/about