Surface ocean radial velocities obtained by HF-radar from stations located along coastal waters of Hawaii, North Slope Alaska, Gulf of Alaska, Puerto Rico/Virgin Islands, eastern U.S./Gulf of America, western U.S., and the Great Lakes

Description

This dataset contains surface ocean radial velocities data obtained by HF-radar from stations located along coastal waters of the United States. Radial velocity files contain metadata in a key-value format, while the measured velocities and associated ancillary data are reported in a tab-delimited format.

The National Data Buoy Center (NDBC) — in collaboration with the Scripps Institution of Oceanography through June 2025 and thereafter with NOAA’s National Environmental Satellite, Data, and Information Service (NESDIS) — assembles the data from the Integrated Ocean Observing System (IOOS) Surface Currents Program’s High-Frequency (HF) Radar National Network and submits the data on a monthly basis to NOAA’s National Centers for Environmental Information (NCEI).

Remote sensing of ocean surface velocity from shore-based HF-radar sensors bridges an operational observational gap between point samples obtained from in-situ sampling and synoptic scale relatively low resolution data obtained from satellites by providing continuous mesoscale coverage at relatively high resolution near the coast. HF-radar systems measure the speed of ocean surface currents in directions radial to the antenna in near real time. Radial velocities alone are a measurement of surface ocean velocity projected along the direction radial to the antenna, which only show those currents’ movement towards or away from the HF-radar sensor’s antenna. Radial measurements of ocean velocity may be used directly in some applications such as model assimilation but are commonly used in combination with overlapping sites to estimate the total vector ocean velocity.

Systems operate continuously in all weather conditions and are installed near the coastline. Range resolution of measured currents is determined by the radar transmit bandwidth used. Bandwidth is controlled by radio frequency licenses and translates to range resolutions of 0.5 to 6 kilometers. Maximum ranges of current measurements also depend on radar transmit frequency and vary from about 40 km offshore to about 200 km offshore. Velocities are measured in the upper 0.3 - 2.5 meters of the ocean depending on the operating frequency and vertical velocity shear profile.

Resources

Name Format Description Link
FTP Unknown These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).
FTP Unknown These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).
FTP Unknown These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).
FTP Unknown These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).
FTP Unknown These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).
http://hfradar.ndbc.noaa.gov/ Unknown web site Open resource
http://hfradar.ndbc.noaa.gov/ Unknown web site Open resource
http://hfradar.ndbc.noaa.gov/ Unknown web site Open resource
Marine Environmental Observation Prediction and Response Network (MEOPAR) website Unknown Institution web page Open resource
Marine Environmental Observation Prediction and Response Network (MEOPAR) website Unknown Institution web page Open resource
Marine Environmental Observation Prediction and Response Network (MEOPAR) website Unknown Institution web page Open resource
Marine Environmental Observation Prediction and Response Network (MEOPAR) website Unknown Institution web page Open resource
Marine Environmental Observation Prediction and Response Network website Unknown Institution web page Open resource
Oregon State University website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
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https://cdn.ioos.noaa.gov/media/2017/12/hfrarticle_092007.pdf PDF journal article Open resource
https://cdn.ioos.noaa.gov/media/2017/12/hfrarticle_092007.pdf PDF journal article Open resource
https://cordc.ucsd.edu/ Unknown organization website Open resource
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https://cordc.ucsd.edu/ Unknown organization website Open resource
https://cordc.ucsd.edu/ Unknown organization website Open resource
https://cordc.ucsd.edu/ Unknown organization website Open resource
Mapping Surface Currents Around the U.S. Coasts PDF journal article Open resource
Mapping Surface Currents Around the U.S. Coasts PDF journal article Open resource
Mapping Surface Currents Around the U.S. Coasts PDF journal article Open resource
NCEI Dataset Landing Page Unknown Navigate directly to the URL for a descriptive web page with download links. Open resource
NCEI Dataset Landing Page Unknown Navigate directly to the URL for a descriptive web page with download links. Open resource
NCEI Dataset Landing Page Unknown Navigate directly to the URL for a descriptive web page with download links. Open resource
NCEI Dataset Landing Page Unknown Navigate directly to the URL for a descriptive web page with download links. Open resource
https://doi.org/10.4031/mtsj.44.6.6 Unknown journal article Open resource
https://doi.org/10.4031/mtsj.44.6.6 Unknown journal article Open resource
https://doi.org/10.4031/mtsj.44.6.6 Unknown journal article Open resource
https://doi.org/10.4031/mtsj.44.6.6 Unknown journal article Open resource
https://doi.org/10.4031/mtsj.44.6.6 Unknown journal article Open resource
GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords Open resource
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https://hfradar.ndbc.noaa.gov/ Unknown web site Open resource
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U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
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U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
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U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
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U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
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U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
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U.S. Integrated Ocean Observing System website Unknown Institution web page Open resource
U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
U.S. Integrated Ocean Observing System (IOOS) website Unknown Institution web page Open resource
U.S. Integrated Ocean Observing System website Unknown Institution web page Open resource
U.S. Integrated Ocean Observing System website Unknown Institution web page Open resource
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UH Mānoa website Unknown Institution web page Open resource
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University of Hawai'i at Mānoa (UHM) website Unknown Institution web page Open resource
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Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
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Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
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Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
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Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
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Scripps Institution of Oceanography (SIO) website Unknown Institution web page Open resource
NOAA Center for Operational Oceanographic Products and Services (CO-OPS) website Unknown Institution web page Open resource
NOAA Center for Operational Oceanographic Products and Services (CO-OPS) website Unknown Institution web page Open resource
NOAA Center for Operational Oceanographic Products and Services (CO-OPS) website Unknown Institution web page Open resource
NOAA Center for Operational Oceanographic Products and Services (CO-OPS) website Unknown Institution web page Open resource
University of Maine (UMO) website Unknown Institution web page Open resource
University of Maine (UMO) website Unknown Institution web page Open resource
Research, Applied Technology, Education, and Service (RATES) website Unknown Institution web page Open resource
Research, Applied Technology, Education, and Service (RATES) website Unknown Institution web page Open resource
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Department of Fisheries and Oceans Canada (DFO) website HTML Institution web page Open resource
Department of Fisheries and Oceans Canada (DFO) website HTML Institution web page Open resource
Fisheries and Oceans Canada website HTML Institution web page Open resource
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Fugro website Unknown Institution web page Open resource
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Humboldt State University (HSU) website Unknown Institution web page Open resource
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Korea Hydrographic and Oceanographic Agency (KHOA) website Unknown Institution web page Open resource
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Michigan Technological University (MTU) website Unknown Institution web page Open resource
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Codar Intercomparison and Validation Bibliography PDF bibliography Open resource
Codar Intercomparison and Validation Bibliography PDF bibliography Open resource
Codar Intercomparison and Validation Bibliography PDF bibliography Open resource
Codar Intercomparison and Validation Bibliography PDF bibliography Open resource
Codar Intercomparison and Validation Bibliography PDF bibliography Open resource
CODAR SeaSonde QA/QC Remote Monitoring Checklist PDF QA-QC document Open resource
QA/QC & Related Practices at CODAR PDF QA-QC document Open resource
QA/QC & Related Practices at CODAR PDF QA-QC document Open resource
QA/QC & Related Practices at CODAR PDF QA-QC document Open resource
CODAR SeaSonde QA/QC Remote Monitoring Checklist PDF QA-QC document Open resource
QA/QC & Related Practices at CODAR PDF QA-QC document Open resource
CODAR SeaSonde QA/QC Remote Monitoring Checklist PDF QA-QC document Open resource
QA/QC & Related Practices at CODAR PDF QA-QC document Open resource
CODAR SeaSonde QA/QC Remote Monitoring Checklist PDF QA-QC document Open resource
CODAR SeaSonde QA/QC Remote Monitoring Checklist PDF QA-QC document Open resource
HF Radar Ocean Current Mapping: IOOS Perspective PDF Best Practices document Open resource
HF Radar Ocean Current Mapping: IOOS Perspective PDF Best Practices document Open resource
HF Radar Ocean Current Mapping: IOOS Perspective PDF Best Practices document Open resource
HF Radar Ocean Current Mapping: IOOS Perspective PDF Best Practices document Open resource
HF Radar Ocean Current Mapping: IOOS Perspective PDF Best Practices document Open resource
High-Frequency Radar for Ocean Surface Current Mapping: Best Practices PDF Best Practices document Open resource
High-Frequency Radar for Ocean Surface Current Mapping: Best Practices PDF Best Practices document Open resource
High-Frequency Radar for Ocean Surface Current Mapping: Best Practices PDF Best Practices document Open resource
High-Frequency Radar for Ocean Surface Current Mapping: Best Practices PDF Best Practices document Open resource
High-Frequency Radar for Ocean Surface Current Mapping: Best Practices PDF Best Practices document Open resource
IOOS and United States Coast Guard Search and Rescue Responsibilities PDF Informational document Open resource
IOOS and United States Coast Guard Search and Rescue Responsibilities PDF Informational document Open resource
IOOS and United States Coast Guard Search and Rescue Responsibilities PDF Informational document Open resource
IOOS and United States Coast Guard Search and Rescue Responsibilities PDF Informational document Open resource
IOOS and United States Coast Guard Search and Rescue Responsibilities PDF Informational document Open resource
IOOS HF Radar Data and Its Use by the U.S Coast Guard for Search and Rescue PDF Informational document Open resource
IOOS HF Radar Data and Its Use by the U.S Coast Guard for Search and Rescue PDF Informational document Open resource
IOOS HF Radar Data and Its Use by the U.S Coast Guard for Search and Rescue PDF Informational document Open resource
IOOS HF Radar Data and Its Use by the U.S Coast Guard for Search and Rescue PDF Informational document Open resource
IOOS HF Radar Data and Its Use by the U.S Coast Guard for Search and Rescue PDF Informational document Open resource
NOAA's Integrated Ocean Observing System High Frequency Radar Science Steering Team Freshwater Performance Evaluation PDF memorandum Open resource
NOAA's Integrated Ocean Observing System High Frequency Radar Science Steering Team Freshwater Performance Evaluation PDF memorandum Open resource
NOAA's Integrated Ocean Observing System High Frequency Radar Science Steering Team Freshwater Performance Evaluation PDF memorandum Open resource
NOAA's Integrated Ocean Observing System High Frequency Radar Science Steering Team Freshwater Performance Evaluation PDF memorandum Open resource
NOAA's Integrated Ocean Observing System High Frequency Radar Science Steering Team Freshwater Performance Evaluation PDF memorandum Open resource
National HF Radar Technical Steering Team Position Paper on Use of HF Radar for Wave Measurement PDF report Open resource
National HF Radar Technical Steering Team Position Paper on Use of HF Radar for Wave Measurement PDF report Open resource
National HF Radar Technical Steering Team Position Paper on Use of HF Radar for Wave Measurement PDF report Open resource
National HF Radar Technical Steering Team Position Paper on Use of HF Radar for Wave Measurement PDF report Open resource
National HF Radar Technical Steering Team Position Paper on Use of HF Radar for Wave Measurement PDF report Open resource
SAROPS Environmental Data Sources: Their Uncertainties PDF report
SAROPS Environmental Data Sources: Their Uncertainties PDF report
SAROPS Environmental Data Sources: Their Uncertainties PDF report
SAROPS Environmental Data Sources: Their Uncertainties PDF report
SAROPS Environmental Data Sources: Their Uncertainties PDF report
NCEI Dataset Landing Page Unknown Navigate directly to the URL for a descriptive web page with download links. Open resource
NCEI Contact Information Unknown Information for contacts at NCEI. Open resource
NCEI Contact Information Unknown Information for contacts at NCEI. Open resource
NCEI Contact Information Unknown Information for contacts at NCEI. Open resource
NCEI Contact Information Unknown Information for contacts at NCEI. Open resource
NCEI Contact Information Unknown Information for contacts at NCEI. Open resource
NCEI Contact Information Unknown Information for contacts at NCEI. Open resource
NCEI Contact Information Unknown Information for contacts at NCEI. Open resource
NCEI Contact Information Unknown Information for contacts at NCEI. Open resource
NCEI Contact Information Unknown Information for contacts at NCEI. Open resource
NCEI Contact Information Unknown Information for contacts at NCEI. Open resource
HTTPS Unknown Navigate directly to the URL for data access and direct download. Open resource
HTTPS Unknown Navigate directly to the URL for data access and direct download. Open resource
HTTPS Unknown Navigate directly to the URL for data access and direct download. Open resource
HTTPS Unknown Navigate directly to the URL for data access and direct download. Open resource
HTTPS Unknown Navigate directly to the URL for data access and direct download. Open resource
Granule Search Unknown Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved). Open resource
Granule Search Unknown Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved). Open resource
Granule Search Unknown Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved). Open resource
Granule Search Unknown Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved). Open resource
Granule Search Unknown Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved). Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
NOAA National Data Buoy Center website Unknown Institution web page Open resource
NOAA National Data Buoy Center (NDBC) website Unknown Institution web page Open resource
Ocean Networks Canada (ONC) website Unknown Institution web page Open resource
Ocean Networks Canada (ONC) website Unknown Institution web page Open resource
Ocean Networks Canada (ONC) website Unknown Institution web page Open resource
Ocean Networks Canada website Unknown Institution web page Open resource
Ocean Networks Canada (ONC) website Unknown Institution web page Open resource
Texas A&M University (TAMU) website Unknown Institution web page Open resource
Texas A&M University (TAMU) website Unknown Institution web page Open resource
Texas A&M University (TAMU) website Unknown Institution web page Open resource
Texas A&M University (TAMU) website Unknown Institution web page Open resource
Texas A&M University website Unknown Institution web page Open resource
University of Alaska Fairbanks (UAF) website Unknown Institution web page Open resource
University of Alaska Fairbanks (UAF) website Unknown Institution web page Open resource
University of Alaska Fairbanks website Unknown Institution web page Open resource
University of Alaska Fairbanks (UAF) website Unknown Institution web page Open resource
University of Alaska Fairbanks (UAF) website Unknown Institution web page Open resource
University of Massachusetts Dartmouth website Unknown Institution web page Open resource
University of Massachusetts Dartmouth (UMass Dartmouth) website Unknown Institution web page Open resource
University of Massachusetts Dartmouth (UMass Dartmouth) website Unknown Institution web page Open resource
University of Massachusetts Dartmouth (UMass Dartmouth) website Unknown Institution web page Open resource
University of Massachusetts Dartmouth (UMass Dartmouth) website Unknown Institution web page Open resource
University of Puerto Rico at Mayagüez, Department of Marine Sciences website Unknown Institution web page Open resource
University of Puerto Rico at Mayagüez, Department of Marine Sciences website Unknown Institution web page Open resource
University of Puerto Rico at Mayagüez, Department of Marine Sciences website Unknown Institution web page Open resource
University of Puerto Rico at Mayagüez, Department of Marine Sciences website Unknown Institution web page Open resource
University of Puerto Rico at Mayagüez, Department of Marine Sciences website Unknown Institution web page Open resource
University of South Florida (USF) website Unknown Institution web page Open resource
University of South Florida website Unknown Institution web page Open resource
University of South Florida (USF) website Unknown Institution web page Open resource
University of South Florida (USF) website Unknown Institution web page Open resource
University of South Florida (USF) website Unknown Institution web page Open resource
University of Victoria, School of Earth & Ocean Sciences (SEOS) website Unknown Institution web page Open resource
University of Victoria, School of Earth & Ocean Sciences (SEOS) website Unknown Institution web page Open resource
University of Victoria, School of Earth & Ocean Sciences (SEOS) website Unknown Institution web page Open resource
University of Victoria; School of Earth & Ocean Sciences website Unknown Institution web page Open resource
University of Victoria, School of Earth & Ocean Sciences (SEOS) website Unknown Institution web page Open resource
US DOC; NOAA; NOS; Center for Operational Oceanographic Products and Services website Unknown Institution web page Open resource
The University of Rhode Island (URI) website Unknown Institution web page Open resource
The University of Rhode Island (URI) website Unknown Institution web page Open resource
University of Rhode Island website Unknown Institution web page Open resource
The University of Rhode Island (URI) website Unknown Institution web page Open resource
The University of Rhode Island (URI) website Unknown Institution web page Open resource
Bodega Marine Laboratory (BML) website Unknown Institution web page Open resource
Bodega Marine Laboratory (BML) website Unknown Institution web page Open resource
Bodega Marine Laboratory website Unknown Institution web page Open resource
Bodega Marine Laboratory (BML) website Unknown Institution web page Open resource
Bodega Marine Laboratory (BML) website Unknown Institution web page Open resource
Cal Poly website Unknown Institution web page Open resource
California Polytechnic State University, San Luis Obispo website Unknown Institution web page Open resource
California Polytechnic State University, San Luis Obispo website Unknown Institution web page Open resource
California Polytechnic State University, San Luis Obispo website Unknown Institution web page Open resource
California Polytechnic State University, San Luis Obispo website Unknown Institution web page Open resource
CODAR Ocean Sensors, Ltd. website Unknown Institution web page Open resource
CODAR Ocean Sensors, Ltd. website Unknown Institution web page Open resource
website Unknown Institution web page Open resource
website Unknown Institution web page Open resource
website Unknown Institution web page Open resource
CODAR Ocean Sensors, Ltd. website Unknown Institution web page Open resource
CODAR Ocean Sensors, Ltd. website Unknown Institution web page Open resource
website Unknown Institution web page Open resource
website Unknown Institution web page Open resource
website Unknown Institution web page Open resource
website Unknown Institution web page Open resource
website Unknown Institution web page Open resource
CODAR Ocean Sensors, Ltd. website Unknown Institution web page Open resource
website Unknown Institution web page Open resource
website Unknown Institution web page Open resource
Florida Atlantic University website Unknown Institution web page Open resource
Florida Atlantic University (FAU) website Unknown Institution web page Open resource
Florida Atlantic University (FAU) website Unknown Institution web page Open resource
Florida Atlantic University (FAU) website Unknown Institution web page Open resource
Florida Atlantic University (FAU) website Unknown Institution web page Open resource
Florida Institute of Technology (FIT) website Unknown Institution web page Open resource
Florida Institute of Technology (FIT) website Unknown Institution web page Open resource
Florida Institute of Technology (FIT) website Unknown Institution web page Open resource
Florida Institute of Technology (FIT) website Unknown Institution web page Open resource
Florida Institute of Technology website Unknown Institution web page Open resource
University of Miami (UM) website Unknown Institution web page Open resource
University of Miami (UM) website Unknown Institution web page Open resource
University of Miami (UM) website Unknown Institution web page Open resource
University of Miami website Unknown Institution web page Open resource
University of Miami (UM) website Unknown Institution web page Open resource
University of South Carolina (USC) website Unknown Institution web page Open resource
University of South Carolina website Unknown Institution web page Open resource
University of South Carolina (USC) website Unknown Institution web page Open resource
University of South Carolina (USC) website Unknown Institution web page Open resource
University of South Carolina (USC) website Unknown Institution web page Open resource
Skidaway Institute of Oceanography (SkIO) website Unknown Institution web page Open resource
Skidaway Institute of Oceanography (SkIO) website Unknown Institution web page Open resource
Skidaway Institute of Oceanography (SkIO) website Unknown Institution web page Open resource
Skidaway Institute of Oceanography (SkIO) website Unknown Institution web page Open resource
Skidaway Institute of Oceanography website Unknown Institution web page Open resource
Stevens Institute of Technology (SIT) website Unknown Institution web page Open resource
Stevens Institute of Technology website Unknown Institution web page Open resource
Stevens Institute of Technology (SIT) website Unknown Institution web page Open resource
Stevens Institute of Technology (SIT) website Unknown Institution web page Open resource
Stevens Institute of Technology (SIT) website Unknown Institution web page Open resource
University of Connecticut website Unknown Institution web page Open resource
University of Connecticut (UConn) website Unknown Institution web page Open resource
University of Connecticut (UConn) website Unknown Institution web page Open resource
University of Connecticut (UConn) website Unknown Institution web page Open resource
University of Connecticut (UConn) website Unknown Institution web page Open resource
University of California, Santa Barbara (UCSB) website Unknown Institution web page Open resource
University of California, Santa Barbara (UCSB) website Unknown Institution web page Open resource
University of California, Santa Barbara (UCSB) website Unknown Institution web page Open resource
UC Santa Barbara website Unknown Institution web page Open resource
University of California, Santa Barbara (UCSB) website Unknown Institution web page Open resource
University of Delaware website Unknown Institution web page Open resource
University of Delaware website Unknown Institution web page Open resource
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University of Delaware website Unknown Institution web page Open resource
University of Maine (UMO) website Unknown Institution web page Open resource
UMaine website Unknown Institution web page Open resource
University of Maine (UMO) website Unknown Institution web page Open resource
The University of Southern Mississippi (USM) website Unknown Institution web page Open resource
The University of Southern Mississippi (USM) website Unknown Institution web page Open resource
The University of Southern Mississippi (USM) website Unknown Institution web page Open resource
The University of Southern Mississippi (USM) website Unknown Institution web page Open resource
The University of Southern Mississippi website Unknown Institution web page Open resource
Woods Hole Oceanographic Institution (WHOI) website Unknown Institution web page Open resource
Woods Hole Oceanographic Institution (WHOI) website Unknown Institution web page Open resource
Woods Hole Oceanographic Institution website Unknown Institution web page Open resource
Woods Hole Oceanographic Institution (WHOI) website Unknown Institution web page Open resource
Woods Hole Oceanographic Institution (WHOI) website Unknown Institution web page Open resource

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