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Published July 25, 2024 | Version v1
Dataset Restricted

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

Creators

  • 1. ROR icon German Climate Computing 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.

Files

Restricted

The record is publicly accessible, but files are restricted to users with access.

Additional details

Software

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