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WIND-Bench: A Benchmark Dataset for In-Situ Near-Surface Wind Speed Across the Conterminous United States

Accurate wind forecasts are essential for operational decision-making and public safety, yet forecasts tend to miss near-surface high wind speeds in complex terrain. In response, recent advances in machine learning (ML) weather prediction methods have demonstrated the ability to i...
Bazlen, K. et al National Laboratory of the Rockies (NLR)
Jul 16, 2026
5 Resources
0 Stars
Publicly accessible

Surface Meteorological Station PNNL 3m Tower, Physics site-8 Reviewed Data

**Overview** In support of the Wind Forecasting Improvement Project, Pacific Northwest National Laboratory (PNNL) deployed surface meteorological stations in Oregon. **Data Details** A PNNL computer is used as the base station to download the meteorological data acquired by the...
Berg, L. Wind Energy Technologies Office (WETO)
Feb 14, 2016
1 Resources
0 Stars
Publicly accessible

University of Miami Coupled Model (UMCM) for Hurricanes Ike and Sandy

The University of Miami Coupled Model (UMCM) is a coupled model that integrates atmospheric, wave, and ocean components to produce wind, wave, and current data. Atmospheric data is produced using the [Weather Research and Forecasting model](https://www.mmm.ucar.edu/weather-researc...
Phillipes, C. et al National Renewable Energy Laboratory
Sep 30, 2015
5 Resources
0 Stars
Publicly accessible

Event-correlated Outage Dataset in America

This dataset includes an aggregated and event-correlated analysis of power outages in the United States, synthesized by integrating three data sources: the Environment for the Analysis of Geo-Located Energy Information (EAGLE-I), the Electric Emergency Incident Disturbance Report ...
She, B. et al Pacific Northwest National Laboratory
Oct 01, 2024
8 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, John Day Raw Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
McCaffrey, K. Wind Energy Technologies Office (WETO)
Apr 07, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Troutdale Reviewed Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
Wilczak, J. Wind Energy Technologies Office (WETO)
Feb 29, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Umatilla Raw Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
McCaffrey, K. Wind Energy Technologies Office (WETO)
Oct 03, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Umatilla Reviewed Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
Wilczak, J. Wind Energy Technologies Office (WETO)
Feb 17, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Walla Walla Raw Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
McCaffrey, K. Wind Energy Technologies Office (WETO)
Jul 20, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Walla Walla Reviewed Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
Wilczak, J. Wind Energy Technologies Office (WETO)
Mar 28, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Boardman Raw Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
McCaffrey, K. Wind Energy Technologies Office (WETO)
Jul 20, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Boardman Reviewed Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
Wilczak, J. Wind Energy Technologies Office (WETO)
Feb 17, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Bonneville Raw Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
McCaffrey, K. Wind Energy Technologies Office (WETO)
Jul 20, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Bonneville Reviewed Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
Wilczak, J. Wind Energy Technologies Office (WETO)
Feb 29, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Condon Raw Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
McCaffrey, K. Wind Energy Technologies Office (WETO)
Jul 25, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Condon Reviewed Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
Wilczak, J. Wind Energy Technologies Office (WETO)
Dec 13, 2015
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Hood River Raw Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
McCaffrey, K. Wind Energy Technologies Office (WETO)
Jul 20, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Hood River Reviewed Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
Wilczak, J. Wind Energy Technologies Office (WETO)
Feb 17, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Wasco Airport Raw Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
McCaffrey, K. Wind Energy Technologies Office (WETO)
Jul 20, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Goldendale Reviewed Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
Wilczak, J. Wind Energy Technologies Office (WETO)
Mar 30, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Troutdale Raw Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
McCaffrey, K. Wind Energy Technologies Office (WETO)
Jul 20, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Goldendale Raw Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
McCaffrey, K. Wind Energy Technologies Office (WETO)
Jul 20, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, John Day Reviewed Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
Wilczak, J. Wind Energy Technologies Office (WETO)
Feb 11, 2016
1 Resources
0 Stars
Publicly accessible

Microbarograph ESRL Hi-Res Microbarograph, Wasco Airport Reviewed Data

**Overview** High-precision barometers (Paroscientific 6000-16B-IS) are combined with Nishiyama-Bedard Quad Disk pressure probes, measuring pressure (mb) at the surface, nominally 2 m above ground level. Data are sampled at 20 Hz for potential studies of turbulence. The sensors' ...
Wilczak, J. Wind Energy Technologies Office (WETO)
Dec 12, 2015
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station UND 10m, (2) Sonics 3m 10m, (2) T/RH 3m 10m, Physics site-11 Raw Data

**Overview** The data included features wind, temperature, and turbulence measurements. **Data Details** Each met station (met.z18, met.z19, met.z21, and met.z23) consists of multiple levels of three-dimensional ultrasonic anemometers, RM Young 81000 (sampling frequency = 20 ...
Fernando, J. et al Wind Energy Technologies Office (WETO)
Feb 14, 2016
1 Resources
0 Stars
Publicly accessible
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