Machine learning-based detection of weather fronts and associated extreme precipitation in CESM1.3

The data files of this dataset are the results of high resolution simulations using the Community Earth System Model, version 1.3 (CESM1.3). These simulations of various temporal and spatial resolutions at different time periods form the basis of a publication analyzing machine learning based-detection of weather fronts and associated extreme precipitation.

To Access Resource:

Questions? Email Resource Support Contact:

  • Chi-Fan Shih
    chifan@ucar.edu
    UCAR/NCAR - Research Data Archive

Temporal Range

  • Begin:  2000-01-01
    End:  2100-12-31

Keywords

Resource Type dataset
Temporal Range Begin 2000-01-01
Temporal Range End 2100-12-31
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/NetCDF4
Standardized Resource Format NetCDF
Asset Size 0.00 MB
Legal Constraints

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

Resource Support Name Chi-Fan Shih
Resource Support Email chifan@ucar.edu
Resource Support Organization UCAR/NCAR - Research Data Archive
Distributor NCAR Research Data Archive
Metadata Contact Name N/A
Metadata Contact Email rdahelp@ucar.edu
Metadata Contact Organization NCAR Research Data Archive

Author Dagon, Katie
Truesdale, John
Rosenbloom, Nan
Bates, Susan
Publisher Research Data Archive at the National Center for Atmospheric Research, Computational and Information Systems Laboratory
Publication Date 2025-06-19
Digital Object Identifier (DOI) Not Assigned
Alternate Identifier d583105
Resource Version N/A
Topic Category climatologyMeteorologyAtmosphere
Progress completed
Metadata Date 2025-06-20T00:05:02Z
Metadata Record Identifier edu.ucar.rda::d583105
Metadata Language eng; USA
Suggested Citation Dagon, Katie, Truesdale, John, Rosenbloom, Nan, Bates, Susan. (2025). Machine learning-based detection of weather fronts and associated extreme precipitation in CESM1.3. Research Data Archive at the National Center for Atmospheric Research, Computational and Information Systems Laboratory. https://rda.ucar.edu/datasets/d583105/. Accessed 21 June 2025.

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