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Sup3rCC

air temperature climate model energy solar

Description

Released to the public as part of the Department of Energy's Open Energy Data Initiative, these data represent a serially complete collection of hourly 4km wind, solar, temperature, humidity, and pressure fields for the Continental United States under climate change scenarios.Sup3rCC is downscaled Global Climate Model (GCM) data. For example, the initial file set tagged "sup3rcc_conus_mriesm20_ssp585_r1i1p1f1" is downscaled from MRI ESM 2.0 for climate change scenario SSP5 8.5 and variant label r1i1p1f1. The downscaling process is performed using a generative machine learning approach called sup3r: Super-Resolution for Renewable Energy Resource Data. The data includes both historical and future weather years, although the historical years represent the historical average climate, not true historical weather. The Sup3rCC data is intended to help researchers study the impact of climate change on energy systems with high levels of wind and solar power generation. Please note that all climate change data is only a representation of the possible future climate and contains significant uncertainty. Analysis of multiple climate change scenarios and multiple climate models can help quantify this uncertainty.

Update Frequency

Annual

License

Creative Commons Attribution 4.0 United States License

Documentation

https://github.com/NREL/sup3r

Managed By

National Renewable Energy Laboratory

See all datasets managed by National Renewable Energy Laboratory.

Contact

Grant Buster (grant.buster@nrel.gov)

How to Cite

Sup3rCC was accessed on DATE from https://registry.opendata.aws/nrel-pds-sup3rcc.

Usage Examples

Tutorials

Resources on AWS

  • Description
    Sup3rCC
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-sup3rcc/
    AWS Region
    us-west-2
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-sup3rcc/
    Explore
    Browse Dataset
  • Description
    Sup3rCC - CONUS - MRI ESM 2.0 - SSP585 - r1i1p1f1
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-sup3rcc/conus_mriesm20_ssp585_r1i1p1f1/
    AWS Region
    us-west-2
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-sup3rcc/conus_mriesm20_ssp585_r1i1p1f1/
    Explore
    Browse Dataset
  • Description
    Sup3rCC Generative Models
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-sup3rcc/models/
    AWS Region
    us-west-2
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-sup3rcc/models/
    Explore
    Browse Dataset

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