Published April 21, 2026 | Version v1

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

Authors/Creators

  • 1. EDMO icon University of Houston

Description

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.

Files

Convection_ML.zip

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