Published October 4, 2024 | Version v2
Dataset Open

Infilled and non-infilled HadEX-CAM dataset for the TX90p, TN90p, TX10p, TN10p ETCCDI indices

  • 1. ROR icon German Climate Computing Centre
  • 2. Met Office Hadley Centre

Description

All NetCDF files contain monthly gridded data for the European continent that span 1901-2018.

Each file contain the data relative to a single extreme index that is indicated in the filename (e.g., "_TX90p_").

The filenames with the prefix "original_" correspond to the original HadEX-CAM dataset that contains missing values indicated by NaN values.

The filenames with the prefix "crai_" corresponds to the HadEX-CAM dataset infilled using our AI method (CRAI).

The filenames with the prefix "idw_" corresponds to the HadEX-CAM dataset infilled using the Inverse Distance Weighting technique with power parameter equals to 4.

The filenames with the prefix "kriging_" corresponds to the HadEX-CAM dataset infilled using the ordinary Kriging technique with an exponential variogram model.

The filenames with the prefix "diffusion_" corresponds to the HadEX-CAM dataset infilled using an adapted version of the guided-diffusion code.

 

The "original_" data are distributed under the Open Government Licence: http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/.

The other data ("crai_",  "idw_", "kriging_" and "diffusion_") are distributed under the Creative Commons Attribution 4.0 International licence.

Files

Files (117.7 MB)

Name Size Download all
md5:0220cd76fc71a84263e7915599b2c3c3
5.8 MB Download
md5:f6416f898ff8a26a7495f54ecb6655ff
5.8 MB Download
md5:2657dba6d6abb67eb8eced095cc6cc54
5.8 MB Download
md5:16936695f08e8e1a01fc62a2f7543f95
5.8 MB Download
md5:26832fbb36a27f19c66c4a81ca9443ab
5.8 MB Download
md5:9d57efcbfb15506df255c775e3e9dd69
5.8 MB Download
md5:eef8bebecb58fdfa31209064e201ed78
5.8 MB Download
md5:4ca6b20cfcd95fbbbc7f351831ba6097
5.8 MB Download
md5:024e861f816f1adc1a73618b7b7b7da3
5.9 MB Download
md5:e1d5ce63b2a878abc1e5887bd7d5e7aa
5.9 MB Download
md5:c34338d5d730d6ebe5e90b817ead413b
5.9 MB Download
md5:fcc6fbf97272bc14437856fe6826bc22
5.9 MB Download
md5:f43be544dee2ebe45db2e0198a870589
5.9 MB Download
md5:5915376dc60195285fad3ee3ea494f61
5.9 MB Download
md5:68e3e12cc7b2ecfb9514af15bd717df3
5.9 MB Download
md5:6d9056d50bc19d2197f2ba9d53be7460
5.9 MB Download
md5:b3e1e31315ea04b6bb0c09935d14ece6
5.9 MB Download
md5:95dac319d1f02a3c30ed85d57e193992
5.9 MB Download
md5:8155fe437efeb7d7afb57b48c3ac8efb
5.9 MB Download
md5:a04c7718e21de70faa26509ae0b9f476
5.9 MB Download

Additional details

Software

Repository URL
https://github.com/FREVA-CLINT/climatereconstructionAI
Programming language
Python