Drone the NERRS: Assessing the Efficacy of a Drone-based Coastal Wetland Monitoring Protocol Across Five Biogeographic Regions - NERRS/NSC(NERRS Science Collaborative)

Description

This project promoted access to drones for a wider community of users by transferring a protocol for drone-based wetland monitoring and evaluating its efficacy in assessing and monitoring emergent vegetation.

The Project
Visualizing changes in emergent vegetation due to storm events, climate change, and other anthropogenic stressors is integral to assessing the health of wetland ecosystems. Ground-based monitoring - a commonly used method to assess habitat health - can be labor intensive and damaging to vegetation in sensitive habitats, and can miss key differences in small-scale heterogeneous habitats. Satellite imagery offers solutions to the challenges of labor and potential damage to sensitive habitats but is expensive and sacrifices the high-resolution details needed for small-scale analysis. Uncrewed aerial systems (UAS), also known as drones, offer a lower cost, less invasive alternative to traditional ground-based monitoring for emergent vegetation that also provides higher resolution images than satellite-based imagery. "Drone the SWMP", a 2020 NERRS Science Collaborative catalyst project, used UAS to monitor wetlands in six reserves, then assessed and developed a standardized protocol that includes equipment operation, image processing, and image analysis.

This project built on the work of Drone the SWMP by transferring their protocol for monitoring coastal wetlands and evaluating its efficacy in assessing and monitoring emergent vegetation across more reserves representing a wider range of biogeographic regions. Project activities included: beginning the development of a community of practice centered around drone use in the NERRS; qualitative assessment of the existing drone monitoring protocol; and production of a whitepaper to share the information gathered over the course of the project with the wider NERRS community.

Resources

Name Format Description Link
GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 22. 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
GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 22. 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
Franklin23 Unknown Online Resource Open resource
Franklin23 Unknown Open resource
Franklin23 Unknown Online Resource Open resource
Franklin23 Unknown Open resource
Office for Coastal Management Website Unknown Website listed for Office for Coastal Management Open resource
Office for Coastal Management Website Unknown Website listed for Office for Coastal Management Open resource
Full Metadata Record Unknown View the complete metadata record on InPort for more information about this dataset. Open resource
Full Metadata Record Unknown View the complete metadata record on InPort for more information about this dataset. Open resource
NOAA Data Management Plan (DMP) PDF NOAA Data Management Plan for this record on InPort. Open resource
NOAA Data Management Plan (DMP) PDF NOAA Data Management Plan for this record on InPort. Open resource

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