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