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GeoThermalCloud: Cloud Fusion of Big Data and Multi-Physics Models using Machine Learning for Discovery, Exploration and Development of Hidden Geothermal Resources

Geothermal exploration and production are challenging, expensive and risky. The GeoThermalCloud uses Machine Learning to predict the location of hidden geothermal resources. This submission includes a training dataset for the GeoThermalCloud neural network. Machine Learning for Di...

Ahmmed, B. Stanford University

Apr 04, 2022
3 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
Curated

WISE-CASING: Frequency Domain EM Data from Cymric Oil Field, CA

Cymric oil field frequency domain electromagnetic (FEM) data with two parts of data labeled Part 1 and Part 2. Part 1 utilizes an electrical source line parallel to the receiver line, while Part 2 utilizes an electrical source line at a 75 deg angle to the receiver line. Data are ...

Wang, J. et al Lawrence Berkeley National Laboratory

Apr 30, 2019
11 Resources
0 Stars
Publicly accessible

Wind Turbine / Reviewed Data

**Overview** The SUMR-D CART2 turbine data are recorded by the CART2 wind turbine's supervisory control and data acquisition (SCADA) system for the Advanced Research Projects Agency–Energy (ARPA-E) SUMR-D project located at the National Renewable Energy Laboratory (NREL) Flatir...

Scholbrock, A. Wind Energy Technologies Office (WETO)

Oct 04, 2019
1 Resources
0 Stars
Publicly accessible

UAE6 Wind Tunnel Tests Data UAE6 Sequence E Raw Data

**Overview** Sequence E: Yaw Releases (P) This test sequence used a downwind, rigid turbine with a 3.4° cone angle. The wind speeds ranged from 7 m/s to 17 m/s. Initial yaw angles of ±90° were achieved. The blade tip pitch was 3°. The rotor rotated at 72 RPM. Blade and probe...

Fingersh, L. Wind Energy Technologies Office (WETO)

Nov 27, 2018
1 Resources
0 Stars
Publicly accessible

UAE6 Wind Tunnel Tests Data UAE6 Sequence R Raw Data

**Overview** Sequence R: Step AOA, No Probes (P) This sequence was designed to quantify the effect of the five-hole probes on the 3-D blade static angle-of-attack response in the presence of rotational influences by repeating Sequence K without five-hole probes. This test sequen...

Fingersh, L. Wind Energy Technologies Office (WETO)

Nov 28, 2018
1 Resources
0 Stars
Publicly accessible

UAE6 Wind Tunnel Tests Data UAE6 Sequence P Raw Data

**Overview** Sequence P: Wake Flow Visualization, Upwind (P) This test sequence used an upwind, rigid turbine with a 0° cone angle. The wind speed ranged from 5 m/s to 15 m/s. Yaw angles of 0° to –60° were achieved. The blade tip pitch was 3°. The rotor rotated at 72 RPM. ...

Fingersh, L. Wind Energy Technologies Office (WETO)

Nov 28, 2018
1 Resources
0 Stars
Publicly accessible

UAE6 Wind Tunnel Tests Data UAE6 Sequence Q Raw Data

**Overview** Sequence Q: Dynamic Inflow (P) This sequence was designed to characterize the dynamic inflow variation using the five-hole probes that extend upwind of the leading edge of the blade. This test sequence used an upwind, rigid turbine with a 0° cone angle. The wind sp...

Fingersh, L. Wind Energy Technologies Office (WETO)

Nov 11, 2018
1 Resources
0 Stars
Publicly accessible

California Auxiliary Datasets for Buoy (120), Humboldt / Derived Data

**Overview** This dataset compiles results from different model-based hindcasts and instruments that measure environmental variables at the location of the associated lidar buoys. This dataset complements the lidar buoy measurements by providing longer time histories of selected ...

Medina, G. Wind Energy Technologies Office (WETO)

Jun 14, 2018
1 Resources
0 Stars
Publicly accessible

California Auxiliary Datasets for Buoy (130), Morro Bay / Derived Data

Medina, G. Wind Energy Technologies Office (WETO)

Jun 14, 2018
1 Resources
0 Stars
Publicly accessible

Lidar California Leosphere Windcube 866 (120), Humboldt Processed Data

**Overview** The purpose of this dataset is to provide preliminary filtered, averaged lidar data and standardize the data format of various datastreams from the buoy into NetCDF. **Data Quality** Standard filtering thresholds on the averaged data were applied and several data f...

Krishnamurthy, R. Wind Energy Technologies Office (WETO)

Oct 07, 2020
1 Resources
0 Stars
Publicly accessible

Lidar ND Halo Scanning Doppler, Boardman Derived Data

**Overview** The University of Notre Dame (ND) scanning LiDAR dataset used for the WFIP2 Campaign is provided. The LiDAR is a Halo Photonics Stream Line Scanning Doppler LiDAR. **It is highly recommended to discuss any planned use of these data with University of Notre Dame scie...

Fernando, J. et al Wind Energy Technologies Office (WETO)

Dec 12, 2015
1 Resources
0 Stars
Publicly accessible

Lidar ND Halo Scanning Doppler, Boardman Processed Data

Fernando, J. et al 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 (1) Licor 3m, Physics site-1 Reviewed Data

**Overview** Surface wind, temperature, and turbulence measurements based on three-dimensional (3D) sonic anemometer and temperature/relative humidity (T/RH) data. **Data Details** T/RH events history is available in the attached Excel file: *PS01-TRH-3m *PS01-TRH-10m *PS02...

Otarola-Bustos, S. and Fernando, J. Wind Energy Technologies Office (WETO)

Feb 14, 2016
1 Resources
0 Stars
Publicly accessible

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

Otarola-Bustos, S. and Fernando, J. Wind Energy Technologies Office (WETO)

Feb 14, 2016
1 Resources
0 Stars
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Surface Meteorological Station UND 17m, (3) Sonics 3m 10m 17m, (2) T/RH 3m 17m, Physics site-2 Reviewed Data

Otarola-Bustos, S. and Fernando, J. Wind Energy Technologies Office (WETO)

Feb 14, 2016
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station UND 21m, (3) Sonics 3m 10m 21m, (2) T/RH 3m 21m, Physics site-6 Reviewed Data

Otarola-Bustos, S. and Fernando, J. Wind Energy Technologies Office (WETO)

Feb 14, 2016
1 Resources
0 Stars
Publicly accessible

Site B PNNL Surface Met Station / Raw Data

**Overview** Low-speed weather information and high-speed sonic anemometer data at AWAKEN Site B

Goldberger, L. Wind Energy Technologies Office (WETO)

Nov 23, 2021
1 Resources
0 Stars
Publicly accessible

Site G PNNL Surface Met Station / Raw Data

**Overview** Low-speed weather information and high-speed sonic anemometer data at AWAKEN Site G

Goldberger, L. Wind Energy Technologies Office (WETO)

Nov 23, 2021
1 Resources
0 Stars
Publicly accessible

Lidar ESRL WindCube 200s, Arlington Airport Processed Data

**Overview** The available "readme" file introduces the basics of the Doppler lidar data and offers a detailed description of the variables present in the data files. If you have any further questions about the data and its interpretation, contact either Alan Brewer (

Brewer, A. and Baidar, S. Wind Energy Technologies Office (WETO)

Sep 24, 2015
1 Resources
0 Stars
Publicly accessible

Lidar LLNL ZephIR Profiler, Arlington Airport Reviewed Data

**Overview** These are 10-min averaged data from a vertical-profiling ZephIR 300 lidar. Data collected at the Arlington airport for the WFIP2 project. March 10, 2016 April 1, 2017 **Data Details** 1 Hz data are available from: wharton4@llnl.gov **Data Quality** Instrument ...

Wharton, S. Wind Energy Technologies Office (WETO)

Mar 09, 2016
1 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
Curated

NWTC Lidar (3) Pre-campaign /RTD Data

**Overview** This is a pre-campaign instrument deployment. With it, we aim to upload data and test and verify the ingest pipeline.

Debnath, M. Wind Energy Technologies Office (WETO)

Feb 07, 2022
1 Resources
0 Stars
Publicly accessible

Site A2 PNNL Surface Met Station / Raw Data

**Overview** Low-speed weather information and high-speed sonic anemometer data at AWAKEN Site A2

Goldberger, L. Wind Energy Technologies Office (WETO)

Dec 13, 2021
1 Resources
0 Stars
Publicly accessible

Site A4 PNNL Surface Met Station / Raw Data

**Overview** Low-speed weather information and high-speed sonic anemometer data at AWAKEN Site A4

Goldberger, L. Wind Energy Technologies Office (WETO)

Nov 23, 2021
1 Resources
0 Stars
Publicly accessible

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GeoThermalCloud: Cloud Fusion of Big Data and Multi-Physics Models using Machine Learning for Discovery, Exploration and Development of Hidden Geothermal Resources

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

WISE-CASING: Frequency Domain EM Data from Cymric Oil Field, CA

Wind Turbine / Reviewed Data

UAE6 Wind Tunnel Tests Data UAE6 Sequence E Raw Data

UAE6 Wind Tunnel Tests Data UAE6 Sequence R Raw Data

UAE6 Wind Tunnel Tests Data UAE6 Sequence P Raw Data

UAE6 Wind Tunnel Tests Data UAE6 Sequence Q Raw Data

California Auxiliary Datasets for Buoy (120), Humboldt / Derived Data

California Auxiliary Datasets for Buoy (130), Morro Bay / Derived Data

Lidar California Leosphere Windcube 866 (120), Humboldt Processed Data

Lidar ND Halo Scanning Doppler, Boardman Derived Data

Lidar ND Halo Scanning Doppler, Boardman Processed Data

Surface Meteorological Station UND 10m, (2) Sonics 3m 10m, (2) T/RH 3m 10m (1) Licor 3m, Physics site-1 Reviewed Data

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

Surface Meteorological Station UND 17m, (3) Sonics 3m 10m 17m, (2) T/RH 3m 17m, Physics site-2 Reviewed Data

Surface Meteorological Station UND 21m, (3) Sonics 3m 10m 21m, (2) T/RH 3m 21m, Physics site-6 Reviewed Data

Site B PNNL Surface Met Station / Raw Data

Site G PNNL Surface Met Station / Raw Data

Lidar ESRL WindCube 200s, Arlington Airport Processed Data

Lidar LLNL ZephIR Profiler, Arlington Airport Reviewed Data

Hourly Dynamic Line Ratings for Existing Transmission Across the Contiguous United States (Preliminary)

NWTC Lidar (3) Pre-campaign /RTD Data

Site A2 PNNL Surface Met Station / Raw Data

Site A4 PNNL Surface Met Station / Raw Data