Published April 21, 2026
| Version v1
Dataset
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Supporting data for "Uncertainty-Aware Machine Learning for Deep Convection Initiation: Under what conditions are trigger predictions more reliable?"
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
Files
(233.2 MB)
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md5:7b02b6e58d44b0dd84ad8acddb8d87f7
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