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Wind Speed Dataset with Observation And Copula-based Bias Correction and Multi-Model Fusion at 23 U.S. Locations
This dataset provides two related products of bias-corrected hourly wind speed at 23 U.S. sites spanning coastal, inland, mountainous, and plains regions, designed for energy applications and wind-related research. Physics-based models carry systematic biases relative to observati...
Zhang, W. et al National Laboratory of the Rockies (NLR)
Jun 15, 2026
4 Resources
0 Stars
Publicly accessible
4 Resources
0 Stars
Publicly accessible
Pilgrim Hot Springs: GEOPHIRES Inputs and Outputs for Direct-Use Geothermal District Heating and Cooling
This dataset includes files for a techno-economic analysis conducted using the GEOPHIRES simulator to examine the feasibility of expanding a larger district heating site in a remote location: Pilgrim Hot Springs, Alaska. Files included here are GEOPHIRES inputs and outputs for fiv...
Pauling, H. et al National Renewable Energy Laboratory
Mar 21, 2024
21 Resources
0 Stars
Publicly accessible
21 Resources
0 Stars
Publicly accessible
DEMO-FTES Test 1: Water Flow, Pressure, Temperature, and Electrical Conductivity Data
This dataset contains 1-second and hourly resolution water flow rate, pressure, temperature, and electrical conductivity data collected during Test 1 of the DEMO Fracture Thermal Energy Storage (FTES) project at the Sanford Underground Research Facility (SURF) between December 10,...
Burghardt, J. et al Pacific Northwest National Laboratory
Apr 16, 2025
4 Resources
0 Stars
Publicly accessible
4 Resources
0 Stars
Publicly accessible
Hourly Dynamic Line Ratings for Existing Transmission Across the Contiguous United States (Preliminary)
This dataset provides estimated hourly dynamic line ratings for ~84,000 transmission lines across the contiguous United States from 2007-2013. The calculation methods are described in the presentation linked below, and the associated open-source Python code repository is linked in...
Obika, K. et al National Renewable Energy Laboratory
Sep 25, 2024
16 Resources
0 Stars
Publicly accessible
16 Resources
0 Stars
Publicly accessible
Dataset on Bias Corrected Near-Surface Wind Speed Model
This dataset catalogs long-term high-resolution data sets characterizing hourly average variations of near-surface wind speed and atmospheric parameters in the Southwest U.S. This dataset demonstrates the potential for integrating improved near-surface wind data into CST and PV pl...
Emes, M. et al National Laboratory of the Rockies (NLR)
Jun 02, 2026
0 Resources
0 Stars
In progress
0 Resources
0 Stars
In progress
Bias Corrected NOAA HRRR Wind Resource Data for Grid Integration Applications
To address the need for regularly updated wind resource data, NREL has processed the High-Resolution Rapid Refresh (HRRR) outputs for use in grid integration modeling. The HRRR is an hourly-updated operational forecast product produced by the National Oceanic and Atmospheric Admin...
Buster, G. et al National Renewable Energy Lab (NREL)
Oct 15, 2024
7 Resources
0 Stars
Publicly accessible
7 Resources
0 Stars
Publicly accessible
Radar Brady, TX Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Jul 14, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Radar Lubbock, TX Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Mar 19, 2012
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
MBARI WEC 2021 deployment
This dataset includes data from the Monterey Bay Aquarium Research Institute (MBARI) wave energy converter (WEC) and a nearby located Sofar Spotter buoy. The Monterey Bay Aquarium Research Institute has developed and deployed a small two-body point absorber wave energy device suit...
Coe, R. et al Sandia National Laboratories
Oct 12, 2021
4 Resources
0 Stars
Publicly accessible
4 Resources
0 Stars
Publicly accessible
Radar 915MHz Watford City, ND Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Jun 29, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Radar 449MHz Buffalo, SD Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Jun 29, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Radar 449MHz Valley City, ND Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Jun 15, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Radar 915MHz Ainsworth, NE Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Jun 01, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Radar 915MHz De Smet, SD Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Jun 20, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Radar 915MHz Leeds, ND Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Jun 15, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Radar 915MHz Mobridge, SD Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Jun 14, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Radar 915MHz Souix City, IA Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Dec 08, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Radar 915MHz Saint James, MN Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Jun 22, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Radar Colorado City, TX Raw Data
**Overview**
Raw data captured from the NOAA ESRL website:
https://www.esrl.noaa.gov/psd/data/obs/data/
Hourly Radar Winds (WwWind) and Temperature (WwTemp)
Burk, K. Wind Energy Technologies Office (WETO)
Oct 19, 2011
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Moisture Risk in Unvented Attics Due to Air Leakage Paths Minneapolis Minnesota
IBACOS completed an initial analysis of moisture damage potential in an unvented attic insulated with closed-cell spray polyurethane foam. To complete this analysis, the research team collected field data, used computational fluid dynamics to quantify the airflow rates through ind...
Rapport, A. et al Ibacos Innovation
Apr 27, 2016
6 Resources
0 Stars
Publicly accessible
6 Resources
0 Stars
Publicly accessible
Community Geothermal: Energy, Cost, and Carbon Modeling for District Design Ann Arbor, MI
This data includes results on an analysis of existing and projected energy, cost, and carbon for the City of Ann Arbor District Geothermal Design and Deployment to Equitably Decarbonize Low Income Neighborhoods in Ann Arbor project. The scope of the project includes designing and ...
Lee, J. and McMillen, A. IMEG Corp
Jan 01, 2024
31 Resources
0 Stars
Publicly accessible
31 Resources
0 Stars
Publicly accessible
Aquantis 2.5 MW Ocean Current Generation Device Tow Tank Test Model Test Results Data
Dataset contains both captured and dynamic tow tank test model data from the Aquantis 2.5 MW ocean current generation device.
Arthurs, D. Dehlsen Associates, LLC
Jun 03, 2015
2 Resources
0 Stars
Publicly accessible
2 Resources
0 Stars
Publicly accessible
Wind Integration National Dataset (WIND) Toolkit
Wind resource data for North America was produced using the Weather Research and Forecasting Model (WRF). The WRF model was initialized with the European Centre for Medium Range Weather Forecasts Interim Reanalysis (ERA-Interm) data set with an initial grid spacing of 54 km. Thre...
Maclaurin, G. et al National Renewable Energy Laboratory
Sep 26, 2014
6 Resources
2 Stars
Publicly accessible
6 Resources
2 Stars
Publicly accessible
wfip2.model/realtime.hrrr_esrl.graphics.01
**Overview**
The primary purpose of WFIP2 Model Development Team is to improve existing numerical weather prediction models in a manner that leads to improved wind forecasts in regions of complex terrain. Improvements in the models will come through better understanding of the ph...
Macduff, M. Wind Energy Technologies Office (WETO)
Dec 14, 2015
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
wfip2.model/refcst.02.fcst.02
**Overview**
The primary purpose of WFIP2 Model Development Team is to improve existing numerical weather prediction models in a manner that leads to improved wind forecasts in regions of complex terrain. Improvements in the models will come through better understanding of the ph...
Macduff, M. Wind Energy Technologies Office (WETO)
Jan 31, 2016
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible