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Title: Pre-processed data of atlas in EUCP-WP2

Type Dataset Coppola, Erika, Nogherotto, Rita, Brunner, Lukas, Booth, Ben, Harris, Glen, Qasmi, Said, Ballinger, Andrew, Hegerl, Gabriele, McSweeney, Carol, O'Reilly, Christopher, Palmer, Tamzin, Ribes, Aurélien, de Vries, Hylke, Kalverla, Peter, Alidoost, Fakhereh, Liu, Yang, Verhoeven, Stefan, Vreede, Barbara (2021): Pre-processed data of atlas in EUCP-WP2. Zenodo. Dataset. https://zenodo.org/record/5645154

Authors: Coppola, Erika (The Abdus Salam International Centre for Theoretical Physics, Trieste, Italy) ; Nogherotto, Rita (The Abdus Salam International Centre for Theoretical Physics, Trieste, Italy; Istituto Nazionale di Oceanografia e di Geofisica Sperimentale, Trieste, Italy) ; Brunner, Lukas (ETH Zurich) ; Booth, Ben (UK Met Office) ; Harris, Glen (UK Met Office) ; Qasmi, Said (Centre National de Recherches Météorologiques) ; Ballinger, Andrew (University of Edinburgh) ; Hegerl, Gabriele (University of Edinburgh) ; McSweeney, Carol (UK Met Office) ; O'Reilly, Christopher (Reading University) ; Palmer, Tamzin (UK Met Office) ; Ribes, Aurélien (Centre National de Recherches Météorologiques) ; de Vries, Hylke (Royal Netherlands Meteorological Institute (KNMI)) ; Kalverla, Peter (Netherlands eScience Center) ; Alidoost, Fakhereh (Netherlands eScience Center) ; Liu, Yang (Netherlands eScience Center) ; Verhoeven, Stefan (Netherlands eScience Center) ; Vreede, Barbara (Netherlands eScience Center) ;

Links

Summary

Preprocessed data of Atlas in EUCP-WP2

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:

coordinates

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]

variables

tas (time, latitude, longitude, percentile) (float64) pr (time, latitude, longitude, percentile) (float64)

attributes

The attributes of variables and coordinates are defined as:

"tas": { "description": "Change in Air Temperature", "standard_name": "Change in Air Temperature", "long_name": "Change in Near-Surface Air Temperature", "units": "K", "cell_methods": "time: mean changes over 20 years 2041-2060 vs 1995-2014", }, "pr": { "description": "Relative precipitation", "standard_name": "Relative precipitation", "long_name": "Relative precipitation", "units": "%", "cell_methods": "time: mean changes over 20 years 2041-2060 vs 1995-2014", }, "latitude": {"units": "degrees_north", "long_name": "latitude", "axis": "Y"}, "longitude": {"units": "degrees_east", "long_name": "longitude", "axis": "X"}, "time": { "climatology": "climatology_bounds", "long_name": "time", "axis": "T", "climatology_bounds": ["2050-6-1", "2050-9-1", "2050-12-1", "2051-3-1"], "description": "mean changes over 20 years 2041-2060 vs 1995-2014. The mid point 2050 is chosen as the representative time.", }, "percentile": {"units": "%", "long_name": "percentile", "axis": "Z"},

The attributes of the data is defined as:

"description": "Contains modified institute method data used for Atlas in EUCP project.", "history": "original institute method data files ...",

output file names

output_file_name = prefix_activity_institution-id_source_method_sub-method_cmor-var

example: atlas_EUCP_CNRM_CMIP6_KCC_cons_tas.nc

Reference:

https://eucp-project.github.io/atlas/about

More information

  • DOI: 10.5281/zenodo.5645154

Subjects

  • climate, EUCP

Dates

  • Publication date: 2021
  • Issued: November 04, 2021

Rights

Much of the data past this point we don't have good examples of yet. Please share in #rdi slack if you have good examples for anything that appears below. Thanks!

Funding Information

AwardnumberAwarduriFunderidentifierFunderidentifiertypeFundername
776613info:eu-repo/grantAgreement/EC/H2020/776613/10.13039/100010661Crossref Funder IDEuropean Commission

Format

electronic resource

Relateditems

DescriptionItem typeRelationshipUri
IsVersionOfhttps://doi.org/10.5281/zenodo.5645153
IsPartOfhttps://zenodo.org/communities/zenodo