Supporting data for "Uncertainty-Aware Machine Learning for Deep Convection Initiation: Under what conditions are trigger predictions more reliable?"

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Authors: Ashish Bhattarai
Cited by: 1

Abstract

This dataset has been prepared to support the manuscript entitled "Uncertainty-Aware Machine Learning for Deep Convection Initation: Under what conditions are trigger predictions more reliable?" by Bhattarai et al., currently under review for Geophysical Research Letters. The datasets include post-processed data for model training and testing, Python code for model development and diagnostics, and post-processed ERA5 and CONUS404 datasets.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
21 April 2026
Document type
Dataset