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HadEX-CAM dataset: original and deep learning infilled TX90p, TN90p, TX10p, TN10p ETCCDI Indices (CLINT H2020)

The HadEX-CAM dataset contains four land-based extreme indices (TX90p, TN90p, TX10p, TN10p) for the European region. The original dataset (containing missing values) has been created by the MetOffice by aggregating station data using the Climate Anomaly Method (CAM). The infilled version of this dataset has been created by DKRZ by applying a deep learning (DL) model based on U-Net architecture and trained on CMIP6 data (see https://www.nature.com/articles/s41467-024-53464- 2).

The original HadEX-CAM dataset is distributed under the Open Government Licence: http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/ . The DL-infilled HadEX-CAM dataset is distributed under the Creative Commons Attribution 4.0 International license.

Simple

Date (Publication)
2025-06-04
Edition

1

Citation identifier
HadEX-CAM
Citation identifier
doi:10.26050/WDCC/HadEX-CAM
Principal investigator
  Deutsches Klimarechenzentrum - Dr. Étienne Plésiat
https://www.dkrz.de
Author
  Deutsches Klimarechenzentrum - Dr. Étienne Plésiat
https://www.dkrz.de
Author
  Met Office (HC) - Robert J. H. Dunn
http://www.metoffice.gov.uk/
Author
  Barcelona Supercomputing Center - Centro Nacional de Supercomputación - Markus Donat
not filled
Author
  Deutsches Klimarechenzentrum - Dr. Christopher Kadow
http://www.dkrz.de/
Publisher
  WDCC
Point of contact
  Deutsches Klimarechenzentrum - Dr. Étienne Plésiat
https://www.dkrz.de
Name

NetCDF

Keywords
  • extrem indices

Keywords
  • machine learning

Keywords
  • observational data

Use limitation

OGL-UK-3.0: Open Government Licence for public sector information https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/

Use limitation

CC-BY-4.0: Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/

Language

eng; USA

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Begin date
1901-01-01
End date
2018-12-01
Supplemental Information

info:eu-repo/grantAgreement/EC/H2020/101003876/BE//CLImate INTelligence: Extreme events detection, attribution and adaptation design using machine learning

Distribution format
  • NetCDF ()

Transfer size
47
OnLine resource
https://www.wdc-climate.de/ui/entry?acronym=HadEX-CAM
Hierarchy level
collection
Attribute description
Amount of cool days
Descriptor

not filled; unit: %

Attribute description
Amount of hot days
Descriptor

not filled; unit: %

Attribute description
Amount of cold nights
Descriptor

not filled; unit: %

Attribute description
Amount of warm nights
Descriptor

not filled; unit: %

File identifier
wdc-climate.de:5285844 XML
Metadata language

eng; USA

Hierarchy level
collection
Hierarchy level name

HadEX-CAM

Date stamp
2025-05-23T11:32:28
Metadata standard name

ISO 19115

Metadata standard version

ISO 19115-2:2009

Point of contact
  Deutsches Klimarechenzentrum - Dr. Étienne Plésiat
https://www.dkrz.de
 
 

Overviews

Spatial extent

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E
W
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Keywords


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Associated resources

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