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    NREL Wind Integration National Dataset

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    Open data
    |
    Deployed on AWS
    Released to the public as part of the Department of Energy's Open Energy Data Initiative, the [Wind Integration National Dataset (WIND)](https://www.nrel.gov/grid/wind-toolkit.html) is an update and expansion of the Eastern Wind Integration Data Set and Western Wind Integration Data Set. It supports the next generation of wind integration studies.

    Overview

    Released to the public as part of the Department of Energy's Open Energy Data Initiative, the Wind Integration National Dataset (WIND)  is an update and expansion of the Eastern Wind Integration Data Set and Western Wind Integration Data Set. It supports the next generation of wind integration studies.

    Features and programs

    Open Data Sponsorship Program

    This dataset is part of the Open Data Sponsorship Program, an AWS program that covers the cost of storage for publicly available high-value cloud-optimized datasets.

    Pricing

    This is a publicly available data set. No subscription is required.

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    Legal

    Content disclaimer

    Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.

    Usage information

     Info

    Delivery details

    AWS Data Exchange (ADX)

    AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.

    Open data resources

    Available with or without an AWS account.

    How to use
    To access these resources, reference the Amazon Resource Name (ARN) using the AWS Command Line Interface (CLI). Learn more 
    Description
    NREL Wind Resource Datasets
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk//
    Description
    Source files for [WIND Toolkit](https://www.nrel.gov/grid/wind-toolkit.html) CONUS (2007-2014) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/conus/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/conus//
    Description
    Source files for [WIND Toolkit](https://www.nrel.gov/grid/wind-toolkit.html) Canada (2007-2014) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/canada/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/canada//
    Description
    Source files for [WIND Toolkit](https://www.nrel.gov/grid/wind-toolkit.html) Mexico (2007-2014) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/mexico/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/mexico//
    Description
    Offshore California Wind Resource data for (2000-2019) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/Offshore_CA/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/Offshore_CA//
    Description
    Hawaii Wind Resource data for (2000-2019) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/Hawaii/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/Hawaii//
    Description
    NW Pacific Wind Resource data for (2000-2019) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/NW_Pacific/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/NW_Pacific//
    Description
    Mid Atlantic Wind Resource data for (2000-2020) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/Mid_Atlantic/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/Mid_Atlantic//
    Description
    Bangladesh wind resource data (2014-2017) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/bangladesh/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/bangladesh//
    Description
    Central Asia wind resource data (2015) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/central_asia/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/central_asia//
    Description
    India wind resource data (2014) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/india/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/india//
    Description
    Kazakhstan wind resource data (2015) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/kazakhstan/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/kazakhstan//
    Description
    Maine wind resource data (2000-2020) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/maine/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/maine//
    Description
    Gulf of Mexico wind resource data (2000-2020) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/gulf_of_mexico/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/gulf_of_mexico//
    Description
    Philippines wind resource data (2017) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/philippines/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/philippines//
    Description
    Vietnam wind resource data (2016-2018) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/vietnam/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/vietnam//
    Description
    [HSDS](https://github.com/NREL/hsds-examples) WIND domains
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-hsds/nrel/wtk/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-hsds/nrel/wtk//
    Description
    Source files for [wtk-us](https://www.nrel.gov/grid/wind-toolkit.html) gridded (2007-2013) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/wtk-us/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/wtk-us//
    Description
    [HSDS](https://github.com/NREL/hsds-examples) gridded WIND Toolkit domain
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-hsds/nrel/wtk-us.h5
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-hsds/nrel/wtk-us.h5/
    Description
    Techno-economic subset of the [WIND Toolkit](https://www.nrel.gov/grid/wind-toolkit.html) by location in [netCDF](https://www.unidata.ucar.edu/software/netcdf) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/wtk-techno-economic/pywtk-data/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/wtk-techno-economic/pywtk-data//
    Description
    Data for the [Eastern Wind Integration Study](https://www.nrel.gov/grid/eastern-western-wind-data.html) (2004-2006) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/eastern_wind/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/eastern_wind//
    Description
    Data for the [Western Wind Integration Study](https://www.nrel.gov/grid/eastern-western-wind-data.html) (2004-2006) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/western_wind/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/western_wind//
    Description
    Philippines typical meteorological year data in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/philippines_tmy/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/philippines_tmy//
    Description
    Great Lakes wind resource data (2000-2020) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/Great_Lakes/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/Great_Lakes//
    Description
    Puerto Rico wind resource data (2001-2020) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/pr100/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/pr100//
    Description
    Southeast Asia wind resource data (2017-2021) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/seasiawind/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/seasiawind//
    Description
    Southeast Asia wind resource data v2 (2007-2021) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/seasiawind_v2/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/seasiawind_v2//
    Description
    Southeast Asia wind resource data v3 (2007-2021) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/seasiawind_v3/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/seasiawind_v3//
    Description
    Mid Atlantic wind resource data with modeled wakes in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/NOW-WAKES_Mid_Atlantic/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/NOW-WAKES_Mid_Atlantic//
    Description
    California offshore wind resource data (2000-2022) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/now23_california/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/now23_california//
    Description
    South Atlantic offshore wind resource data (2000-2020) in [HDF5](https://portal.hdfgroup.org/display/HDF5) format
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/south_atlantic/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/south_atlantic//
    Description
    Mid Atlantic three-dimensional planetary boundary layer (3D PBL) scheme wind resource data
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/mid_atlantic_3d_pbl/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/mid_atlantic_3d_pbl//
    Description
    Bias Corrected NOAA HRRR Wind Resource Data for Grid Integration Applications
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/bchrrr/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/bchrrr//
    Description
    Bias corrected Indonesia wind resource
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/indonesia/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/indonesia//
    Description
    Long-Term ensemble dataset
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/wtk-led/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/wtk-led//
    Description
    Super-Resolution for Renewable Energy Resource Data with Wind from Reanalysis (Sup3rWind)
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nrel-pds-wtk/sup3rwind/
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://nrel-pds-wtk/sup3rwind//

    Resources

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    How to cite

    NREL Wind Integration National Dataset was accessed on DATE from https://registry.opendata.aws/nrel-pds-wtk .

    License

    Creative Commons Attribution 3.0 United States License

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