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
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1
- Citation identifier
- HadEX-CAM
- Citation identifier
- doi:10.26050/WDCC/HadEX-CAM
not filled
- Name
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NetCDF
- Keywords
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extrem indices
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- Keywords
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machine learning
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- Keywords
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observational data
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- Use limitation
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OGL-UK-3.0: Open Government Licence for public sector information https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
- Use limitation
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CC-BY-4.0: Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/
- Language
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eng; USA
- Begin date
- 1901-01-01
- End date
- 2018-12-01
- Supplemental Information
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info:eu-repo/grantAgreement/EC/H2020/101003876/BE//CLImate INTelligence: Extreme events detection, attribution and adaptation design using machine learning
- Distribution format
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NetCDF
()
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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
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not filled; unit: %
- Attribute description
- Amount of hot days
- Descriptor
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not filled; unit: %
- Attribute description
- Amount of cold nights
- Descriptor
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not filled; unit: %
- Attribute description
- Amount of warm nights
- Descriptor
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not filled; unit: %
- File identifier
- wdc-climate.de:5285844 XML
- Metadata language
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eng; USA
- Hierarchy level
- collection
- Hierarchy level name
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HadEX-CAM
- Date stamp
- 2025-05-23T11:32:28
- Metadata standard name
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ISO 19115
- Metadata standard version
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ISO 19115-2:2009
Overviews
Spatial extent
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