
Sold by: National Laboratory of the Rockies
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.
How can we make this page better?
We'd like to hear your feedback and ideas on how to improve this page.
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.
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
Vendor resources
Support
Contact
Managed By
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
Similar products

Released to the public as part of the Department of Energy's Open Energy Data Initiative,
the National Solar Radiation Database (NSRDB) is
a serially complete collection of hourly and half-hourly values of the three
most common measurements of solar radiation – global horizontal, direct
normal, and diffuse horizontal irradiance — and meteorological data. These
data have been collected at a sufficient number of locations and temporal and
spatial scales to accurately represent regional solar radiation climates.

This dataset contains details on 80,000+ active and planned EV charging station locations operated in the United States and Canada by ChargePoint, Tesla, SemaCharge, Circuit électrique, Blink, FLO, Greenslots, EV Connect, Volta, eVgo, Electrify America, OpConnect, and other smaller networks. Data fields include station name, address, geographic coordinates, network name, connector types, and port counts by type.

The U.S. Department of Energy (DOE) funded a three-year project, End-Use Load Profiles for the U.S. Building Stock, that culminated in this publicly
available dataset of calibrated and validated 15-minute resolution load profiles for all major residential and commercial building types and end uses,
across all climate regions in the United States. These EULPs were created by calibrating the ResStock and ComStock physics-based building stock models
using many different measured datasets, as described here.
This dataset includes load profiles for both the baseline building stock and the building stock with various energy efficiency, electrification,
and demand flexibility upgrades applied.

Released to the public as part of the Department of Energy's Open Energy Data
Initiative, these data represent vertical and horizontal distributed acoustic
sensing (DAS) data collected as part of the Poroelastic Tomography (PoroTomo)
project funded in part by the Office of Energy Efficiency and Renewable
Energy (EERE), U.S. Department of Energy.