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

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.

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Temporal Range

  • Begin:  2016-05-03T000000+00
    End:  2016-06-04T120000+00

Keywords

Resource Type dataset
Temporal Range Begin 2016-05-03T000000+00
Temporal Range End 2016-06-04T120000+00
Temporal Resolution N/A
Bounding Box North Lat N/A
Bounding Box South Lat N/A
Bounding Box West Long N/A
Bounding Box East Long N/A
Spatial Representation N/A
Spatial Resolution N/A
Related Links N/A
Additional Information N/A
Resource Format HDF5
Standardized Resource Format HDF
Asset Size 42680.202 MB
Legal Constraints

Creative Commons Attribution 4.0 International License
Access Constraints None
Software Implementation Language N/A

Resource Support Name N/A
Resource Support Email datahelp@ucar.edu
Resource Support Organization N/A
Distributor NSF NCAR Geoscience Data Exchange
Metadata Contact Name N/A
Metadata Contact Email datahelp@ucar.edu
Metadata Contact Organization NSF NCAR Geoscience Data Exchange

Author Gagne, David John
Publisher NSF National Center for Atmospheric Research
Publication Date 2019-05-10
Digital Object Identifier (DOI) https://doi.org/10.5065/6CJA-B154
Alternate Identifier d898000
Resource Version N/A
Topic Category climatologyMeteorologyAtmosphere
Progress completed
Metadata Date 2025-10-09T01:18:38Z
Metadata Record Identifier edu.ucar.gdex::d898000
Metadata Language eng; USA
Suggested Citation Gagne, David John. (2019). Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms: Storm and Analysis Data. NSF National Center for Atmospheric Research. https://doi.org/10.5065/6CJA-B154. Accessed 09 October 2025.

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