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The PNNL-TUNAMELT Dataset for Automated Detection Around Marine Energy Devices
This labeled dataset contains 107,451 acoustic camera video frames capturing marine life interactions around an underwater tidal turbine. Each frame is annotated with bounding boxes identifying marine life objects as labeled by a fish biologist. Created to support research into au...
Nowak, T. et al Pacific Northwest National Laboratory
Jun 01, 2025
4 Resources
1 Stars
Curated
4 Resources
1 Stars
Curated
TEAMER: Field Demonstration of MarineSitu Marine Energy Monitoring Tools
This submission contains data collected during a four-month field demonstration (July-October 2024) of MarineSitu's Adaptable Monitoring Package (AMP) at the Pacific Northwest National Laboratory (PNNL) Marine and Coastal Research Laboratory (MCRL) in Sequim, WA. The project evalu...
Murphy, P. et al MarineSitu
Jul 01, 2024
8 Resources
0 Stars
Curated
8 Resources
0 Stars
Curated
Acoustic Camera Debris Imaging Tanana River Test Site 2025
This data is raw acoustic camera recordings from two different acoustic cameras deployed in the Tanana River at the University of Alaska Fairbanks's (UAF's) Tanana River Test Site near Nenana, Alaska. The purpose of this data collection is to develop and train algorithms to identi...
Loeffler, B. et al University of Alaska Fairbanks
Jun 19, 2025
4 Resources
0 Stars
Curated
4 Resources
0 Stars
Curated
Triton Field Trials Changes in Habitat 360-degree Underwater Videos
This dataset contains the underwater 360-degree video files recorded with a Boxfish 360 camera in La Jolla, CA, near a gravity base anchor of the CalWave xWave wave energy converter in December 2021 over three days, at dawn, noon, and dusk. It was generated to test the ability of ...
Hemery, L. et al Pacific Northwest National Laboratory
Nov 30, 2021
10 Resources
0 Stars
Publicly accessible
10 Resources
0 Stars
Publicly accessible
ARIS Acoustic Camera Data Around a 5kW In-River Turbine from Tanana River Test Site
Four days (June 14-17, 2021) of ARIS acoustic camera data from the main research barge of the Tanana River Test Site operated by UAF. Data are collected sidelooking with the turbine in part of the field of view. This data was collected as part of a fish collision risk study. An ac...
Staines, G. Pacific Northwest National Laboratory
Jun 14, 2021
19 Resources
0 Stars
Publicly accessible
19 Resources
0 Stars
Publicly accessible
Tank Evaluation of Two Acoustic Cameras to Inform Fish Collision Risk Monitoring Capabilities
This dataset contains acoustic camera data collected in the engineering tank at the Jere A. Chase Ocean Engineering Laboratory at the University of New Hampshire in October 2025. Data were collected with two acoustic cameras: a Sound Metrics Corporation ARIS 3000 (ARIS) and a Trit...
Staines, G. and Cotter, E. Pacific Northwest National Laboratory
Oct 20, 2025
9 Resources
0 Stars
Curated
9 Resources
0 Stars
Curated
Underwater Videos of the Oscylator-4 Installation and Operation from 2016
This data set contains video recorded from the under water camera on the Oscylator-4. The device was installed in the St. Clair River in Port Huron MI in 2016.
Taipale, J. Vortex Hydro Energy
Apr 11, 2017
3 Resources
0 Stars
Publicly accessible
3 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/50th Testing Waveswing America Submerged Pressure Differential WEC
This submission of data includes all the 1/50th scale testing data completed on the Wave Energy Prize for the Waveswing America team, and includes:
1/50th test data (raw & processed)
1/50th test data video and pictures
1/50th Test plans and testing documents
Results
Scharmen, W. Ricardo Detroit Technical Center
Jan 22, 2016
5 Resources
0 Stars
Publicly accessible
5 Resources
0 Stars
Publicly accessible
TEAMER: Field Demonstration of MarineSitu Marine Energy Monitoring Tools (Public)
This submission contains data collected during a four-month field demonstration (July-October 2024) of MarineSitu's Adaptable Monitoring Package (AMP) at the Pacific Northwest National Laboratory (PNNL) Marine and Coastal Research Laboratory (MCRL) in Sequim, WA. The project evalu...
Joslin, J. et al MarineSitu
Jun 15, 2026
0 Resources
0 Stars
In progress
0 Resources
0 Stars
In progress
Fish Detection AI, sonar image-trained detection, counting, tracking models
The Fish Detection AI project aims to improve the efficiency of fish monitoring around marine energy facilities to comply with regulatory requirements. Despite advancements in computer vision, there is limited focus on sonar images, identifying small fish with unlabeled data, and ...
Gutstein, S. et al Water Power Technology Office
Aug 25, 2024
6 Resources
0 Stars
Curated
6 Resources
0 Stars
Curated
TEAMER: A Tow Body Optical Camera System
Archive consists of design drawings, assembly instructions, and bill of materials (BOM) for a Igiugig Village Council (IVC)/Ocean Renewable Power company (ORPC) tow body camera system for underwater environmental monitoring using optical cameras. This work was conducted by the Uni...
Joslin, J. et al University of Washington
Apr 30, 2021
6 Resources
1 Stars
Publicly accessible
6 Resources
1 Stars
Publicly accessible
Turbine Lander Deployment in Sequim Bay (2023-2024): Optical and Sonar Records of Animal Interactions
This dataset contains environmental monitoring data collected during the deployment of the Turbine Lander, a small-scale vertical-axis, cross-flow turbine (1.19 m x 0.85 m) in the inlet to Sequim Bay, Washington. The turbine was deployed for 141 days between October 2023 and March...
Bassett, C. and Cotter, E. University of Washington Applied Physics Laboratory
Mar 07, 2024
6 Resources
0 Stars
Curated
6 Resources
0 Stars
Curated
ALFA Oscillating Water Column Device Testing
Data from Phase 1 testing of a single ALFA Oscillating Water Column (OWC) device at the O.H. Hinsdale Wave Research Laboratory (HWRL) at Oregon State University in Fall of 2016. Contains two zip files of raw data, one of project data, and a diagram of the device with dimensions. ...
Bosma, B. Northwest National Marine Renewable Energy Center
Nov 07, 2016
4 Resources
0 Stars
Publicly accessible
4 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/50th Testing RTI Wave Power Oscillating Wave Surge Converter
This submission of data includes all the 1/50th scale testing data completed on the Wave Energy Prize for the RTI Wave Power team, and includes:
1/50th test data (raw & processed)
1/50th test data video and pictures
1/50th Test plans and testing documents
SSTF_Submission (summ...
Scharmen, W. Ricardo Detroit Technical Center
Dec 18, 2015
70 Resources
0 Stars
Publicly accessible
70 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/50th Testing Oscilla Power Triton Point Absorber
This submission of data includes all the 1/50th scale testing data completed on the Wave Energy Prize for the Oscilla Power team, and includes:
1/50th test data (raw & processed)
1/50th test data video and pictures
1/50th Test plans and testing documents
SSTF_Submission (summa...
Scharmen, W. Ricardo Detroit Technical Center
Jan 08, 2016
65 Resources
0 Stars
Publicly accessible
65 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/20th Testing AquaHarmonics Point Absorber
Data from the 1/20th scale testing data completed on the Wave Energy Prize for the AquaHarmonics team, including the 1/20th scale test plan, raw test data, video, photos, and data analysis results.
The top level objective of the 1/20th scale device testing is to obtain the necess...
Scharmen, W. Ricardo Detroit Technical Center
Sep 02, 2016
69 Resources
0 Stars
Publicly accessible
69 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/20th Testing Waveswing America Submerged Pressure Differential WEC
Data from the 1/20th scale testing data completed on the Wave Energy Prize for the Waveswing America team, including the 1/20th scale test plan, raw test data, video, photos, and data analysis results.
The top level objective of the 1/20th scale device testing is to obtain the ne...
Scharmen, W. Ricardo Detroit Technical Center
Aug 19, 2016
43 Resources
0 Stars
Publicly accessible
43 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/20th Testing Sea Potential DUO Point Absorber
Data from the 1/20th scale testing data completed on the Wave Energy Prize for the Sea Potential team, including the 1/20th scale test plan, raw test data, video, photos, and data analysis results.
The top level objective of the 1/20th scale device testing is to obtain the necess...
Scharmen, W. Ricardo Detroit Technical Center
Sep 23, 2016
48 Resources
0 Stars
Publicly accessible
48 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/20th Testing RTI Wave Power Oscillating Wave Surge Converter
Data from the 1/20th scale testing data completed on the Wave Energy Prize for the RTI Wave Power team, including the 1/20th Test Plan, raw test data, video, photos, and data analysis results.
The top level objective of the 1/20th scale device testing is to obtain the necessary m...
Scharmen, W. Ricardo Detroit Technical Center
Sep 30, 2016
40 Resources
0 Stars
Publicly accessible
40 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/20th Testing CalWave Submerged Pressure Differential WEC
Data from the 1/20th scale testing data completed on the Wave Energy Prize for the CalWave Power Technologies team, including the 1/20th scale test plan, raw test data, video, photos, and data analysis results.
The top level objective of the 1/20th scale device testing is to obta...
Scharmen, W. Ricardo Detroit Technical Center
Sep 09, 2016
38 Resources
0 Stars
Publicly accessible
38 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/20th Testing Harvest Wave Energy Oscillating Wave Surge Converter
Data from the 1/20th scale testing data completed on the Wave Energy Prize for the Harvest Wave Energy team, including the 1/20th scale test plan, raw test data, video, photos, and data analysis results.
The top level objective of the 1/20th scale device testing is to obtain the ...
Scharmen, W. Ricardo Detroit Technical Center
Aug 26, 2016
34 Resources
0 Stars
Publicly accessible
34 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/20th Testing Oscilla Power Triton Point Absorber
Data from the 1/20th scale testing data completed on the Wave Energy Prize for the Oscilla Power team, including the 1/20th Test Plan, raw test data, video, photos, and data analysis results.
The top level objective of the 1/20th scale device testing is to obtain the necessary me...
Scharmen, W. Ricardo Detroit Technical Center
Sep 16, 2016
40 Resources
0 Stars
Publicly accessible
40 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/20th Testing SEWEC Attenuator
Data from the 1/20th scale testing data completed on the Wave Energy Prize for the SEWEC team, including the 1/20th scale test plan, raw test data, video, photos, and data analysis results.
The top level objective of the 1/20th scale device testing is to obtain the necessary meas...
Scharmen, W. Ricardo Detroit Technical Center
Oct 07, 2016
33 Resources
0 Stars
Publicly accessible
33 Resources
0 Stars
Publicly accessible
Wave Energy Prize 1/20th Testing M3 Wave Submerged Mid-Column Pressure Differential
Data from the 1/20th scale testing data completed on the Wave Energy Prize for the M3 Wave team, including the 1/20th scale test plan, raw test data, video, photos, and data analysis results.
The top level objective of the 1/20th scale device testing is to obtain the necessary me...
Scharmen, W. Ricardo Detroit Technical Center
Aug 12, 2016
26 Resources
0 Stars
Publicly accessible
26 Resources
0 Stars
Publicly accessible
TEAMER: Sandia Lake Calibration Videos of Wave Powered Oceanographic Glider Navigation System
These are video recordings and photographs captured during testing of the Wave Powered Oceanographic Glider (WPOG) navigation system at the Sandia National Laboratories lake facility. The tests were conducted as part of a TEAMER project led by Moye Consultants to evaluate depth co...
Moye, D. et al Moye Consultants
Jul 09, 2025
3 Resources
0 Stars
Curated
3 Resources
0 Stars
Curated