News

Marine Debris Detection with UAS, Machine Learning, and Polarimetric Imaging

Article and Figures Provided By Project Team: NOAA’s National Centers for Coastal Ocean Science (NCCOS), NOAA’s Marine Debris Program (MDP), and Oregon State University (OSU)

Kenneth Vierra 0 1059 Article rating: No rating

Marine debris, human-made material that is discarded or abandoned into the marine environment, is a pervasive problem plaguing shorelines around the world. Marine debris poses serious threats to wildlife, degrades coastal and marine environments, and can negatively impact the Blue Economy (e.g., tourism, shipping, and fisheries).  NOAA’s Marine Debris Program (MDP), as the U.S. Federal lead for assessment, prevention, and removal of debris, works with partners across the Nation  to conduct debris shoreline surveys to identify debris accumulations, locations, and sources as part of the Marine Debris Monitoring and Assessment Project (MDMAP).  Data from these surveys have been used to assess spatial and temporal trends in shoreline debris, inform behavior change campaigns focusing on specific items and assess the effectiveness of legislation targeting specific items. In this project, NOAA’s National Centers for Coastal Ocean Science (NCCOS), NOAA’s MDP, and Oregon State University (OSU) partnered to investigate three emerging technologies with the potential to transform how marine debris shoreline surveys are conducted: uncrewed aircraft systems (UxS), machine learning, and polarimetric imaging (PI) cameras.    

This innovative technology and corresponding operations were funded and supported by the OAR Uncrewed Systems Research Transition Office (UxSRTO).

NOAA and Duke University Examine UAS-based Approaches for Coastal Wetland Monitoring

Article and Figures Provided By: Jenny Davis (NOS/NCCOS)

Kenneth Vierra 0 2665 Article rating: 5.0
Project team: NOAA National Centers for Coastal Ocean Science (NCCOS), Duke University Marine Robotics Laboratory and Remote Sensing Laboratory, North Carolina National Estuarine Research Reserve (NERR) and North Inlet-Winyah Bay NERR.

The core mission of NOAA’s National Ocean Service (NOS) includes stewardship of sensitive coastal habitats like those of the National Estuarine Research Reserve System (NERRS), a collection of 29 sites nationwide where NOS and States partner to promote research, education, and preservation of estuarine ecosystems. Unmanned Aerial Systems (UAS) can improve tidal wetland monitoring by providing high spatial resolution and coverage, with customizable sensors, at user-defined times.

This NOS National Centers for Coastal Ocean Science (NCCOS) research project, supported by the NOAA Uncrewed Systems Research Transition Office (UxSRTO), develops methods for the incorporation of Uncrewed Aircraft Systems (UAS) to expand routine wetland monitoring programs like those conducted by the National Estuarine Research Reserve System (NERRS).

sUAS Bathymetric Mapping for Featureless Bottom Topography Using Naturally Occurring Structure Light

Article and Figures Provided By: Tim Battista (NOS/NCCOS)

Kenneth Vierra 0 6954 Article rating: No rating
Unmanned aircraft systems (UAS) with Flash Structure from Motion (SfM) capabilities are of great interest as a supplement to existing technologies for marine debris detection, reef restoration, and ship-grounding impacts. Coastal storms and geo-hazards, including hurricanes, nor’easters and tsunamis, can deposit marine debris over vast areas, threatening marine ecosystems and navigation safety. Identification and geolocation of the debris is necessary to direct removal efforts, but can be a challenging and expensive task. These events can also cause significant damage to coral reef communities and even dislodge corals. Restoration triage to “replant” the damaged corals is time critical. Additionally, ship-grounding incidents caused by coastal storms require accurate and rapid information to conduct damage assessment and recovery efforts. The available geospatial information collected after Hurricanes Maria and Irma, which heavily impacted the U.S. Caribbean and beyond, clearly indicate the limitations of current coastal intelligence abilities to addressing disaster impacts in the littoral zone.

Rapid Detection of Harmful Algal Blooms (HABs) in Waters Nearshore Using sUAS

Article and Figure Provided by: Rick Stumpf (NOS)

Kenneth Vierra 0 3052 Article rating: No rating
Several algal blooms around the U.S. produce biotoxins that pose significant risks to human health and marine life.  In recent years, these harmful algal blooms (HABs) have caused unprecedented impacts on coastal communities and the tourism, recreation and fishing businesses that support them. In Florida, for example, a recent (2017-2018) “red tide” lasted more than a year and ultimately impacted most of the Florida coast line, creating devastating impacts for fishermen, tourism, and local (beachside) businesses.

Using sUAS (small Unmanned Aircraft Systems) deployed with HAB sensors, we are working to develop and demonstrate a rapid, cost-effective response capability in order to more quickly and accurately know the location of bloom patches.

Bathymetric Mapping and Orthoimage Generation using sUAS and SfM, An Approach for Conducting Nearshore Coastal Mapping

Article and Figures Provided By: Tim Battista (NOS/NCCOS/Marine Spatial Ecology Division)

Kenneth Vierra 0 7453 Article rating: 2.0
The use of commercially available unmanned vehicles have become increasingly common in coastal areas. This work was funded by NOAA’s Unmanned Aircraft Systems Program Office (UASPO) through its federal funding opportunity. Our research was designed to support NOAA OCS’s nautical charting needs in shallow (<10 m) waters. NOAA OCS is developing procedures to operate sUAS from hydrographic vessels. The methods described here will be companion to these operational procedures, and together will help move this technological approach from research towards operations at NOAA. In addition working to meet NOAA OCS’s needs, there has been substantial interest in sUAS applications beyond nautical charting from other NOAA offices, federal agencies, state agencies and non-governmental organizations. This interest has ranged widely from mapping and monitoring coastal habitats to surveying marine animals to observing human activities in coastal environments. Efforts are currently underway to build on the research described here, and continue to design and test new applications for commercially available unmanned vehicles at NOAA NCCOS.
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