Data Publications

Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms: Storm and Analysis Data

hasData_Center_Short_Name	UCAR/NCAR/CISL/DSS
hasDataset_Online_Resource	https://rda.ucar.edu/datasets/ds898.0/
hasDataset_Title	Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms: Storm and Analysis Data
hasEntry_ID	NCAR_DS898.0
hasSummary	This repository contains the simulation and analysis data for the paper "Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms." This dataset contains simulated storms extracted from the NCAR Convection-Allowing Ensemble, saved as 96 km by 96 km storm patches containing extensive information about each storm. The dataset also contains saved machine learning and deep learning models used to analyze the storm data along with diagnostic files containing verification and variable importance scores.
GCMD Sciencekeywords describing the dataset. Click on Keyword to find similar datasets	Cloud Top Height Clouds Cloud Base Height Upper Level Winds GCMD Atmosphere Cloud Properties Atmospheric Winds