Benthic cover and other related datasets derived from Structure-from-Motion (SfM) imagery of coral reef ecosystems in Pacific Islands Regions

Description

This collection includes various coral reef data that was extracted by analyses of Structure-from-Motion (SfM) imagery of coral reef ecosystems across the Pacific Islands Regions by the Ecosystem Sciences Division (ESD) of the Pacific Islands Fisheries Science Center (PIFSC) of NOAA. This collection includes coral reef benthic cover, vital rates (growth, mortality, recruitment), structural complexity, and coral demographic data. Coral reef benthic cover, vital rates, and demographic data were produced by annotations of orthoprojections generated from SfM imagery, whereas structural complexity was derived from the digital elevation models, which were produced from orthomosaics, also generated from SfM imagery. Source SfM imagery is archived separately due to filesize. Refer to specific accession pages for funding agencies, dates, and regions.

Resources

Name Format Description Link
https://doi.org/10.25923/a9se-k649 Unknown NOAA Central Library: Technical Memorandum Open resource
https://doi.org/10.25923/a9se-k649 Unknown NOAA Central Library: Technical Memorandum Open resource
https://doi.org/10.25923/a9se-k649 Unknown NOAA Central Library: Technical Memorandum Open resource
https://doi.org/10.25923/a9se-k649 Unknown NOAA Central Library: Technical Memorandum Open resource
https://doi.org/10.25923/f19b-je14 Unknown PIFSC special publication Open resource
https://doi.org/10.25923/f19b-je14 Unknown PIFSC special publication Open resource
https://doi.org/10.25923/f19b-je14 Unknown PIFSC special publication Open resource
https://doi.org/10.25923/f19b-je14 Unknown PIFSC special publication Open resource
https://doi.org/10.25923/h2q8-jv47 Unknown Structure-from-Motion SOP for processing photomosaic imagery Open resource
https://doi.org/10.25923/h2q8-jv47 Unknown Structure-from-Motion SOP for processing photomosaic imagery Open resource
https://doi.org/10.25923/h2q8-jv47 Unknown Structure-from-Motion SOP for processing photomosaic imagery Open resource
https://doi.org/10.25923/h2q8-jv47 Unknown Structure-from-Motion SOP for processing photomosaic imagery Open resource
https://doi.org/10.25923/w1k2-0y84 Unknown NOAA Central Library: Technical Memorandum Open resource
https://doi.org/10.25923/w1k2-0y84 Unknown NOAA Central Library: Technical Memorandum Open resource
https://doi.org/10.25923/w1k2-0y84 Unknown NOAA Central Library: Technical Memorandum Open resource
https://doi.org/10.25923/w1k2-0y84 Unknown NOAA Central Library: Technical Memorandum Open resource
GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2023. GCMD Keywords, Version 17. 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 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
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
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
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
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
GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2023. GCMD Keywords, Version 17. 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 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
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
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
GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2023. GCMD Keywords, Version 17. 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 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
GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2023. GCMD Keywords, Version 17. 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 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
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
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
GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2023. GCMD Keywords, Version 17. 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 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
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
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
NOAA Central Library website Unknown Institution web page Open resource
NOAA Central Library website Unknown Institution web page Open resource
NOAA Library website Unknown Institution web page Open resource
NOAA Library website Unknown Institution web page Open resource
NOAA Library website Unknown Institution web page Open resource
NOAA Library website Unknown Institution web page Open resource
NOAA Library website Unknown Institution web page Open resource
NOAA Library website Unknown Institution web page Open resource
NOAA Central Library website Unknown Institution web page Open resource
NOAA Library website Unknown Institution web page Open resource
https://repository.library.noaa.gov/view/noaa/48782 Unknown NOAA Central Library: Dataset Open resource
https://repository.library.noaa.gov/view/noaa/48782 Unknown NOAA Central Library: Dataset Open resource
https://repository.library.noaa.gov/view/noaa/48782 Unknown NOAA Central Library: Dataset Open resource
https://repository.library.noaa.gov/view/noaa/48782 Unknown NOAA Central Library: Dataset Open resource
https://www.fisheries.noaa.gov/inport/item/59172 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/59172 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/59172 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/59172 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/63093 Unknown InPort Metadata Record Open resource
https://www.fisheries.noaa.gov/inport/item/63093 Unknown InPort Metadata Record Open resource
https://www.fisheries.noaa.gov/inport/item/63093 Unknown InPort Metadata Record Open resource
https://www.fisheries.noaa.gov/inport/item/63093 Unknown InPort Metadata Record Open resource
https://www.fisheries.noaa.gov/inport/item/63097 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/63097 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/63097 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/63097 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/65764 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/65764 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/65764 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/65764 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/67851 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/67851 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/67851 Unknown InPort metadata record Open resource
https://www.fisheries.noaa.gov/inport/item/67851 Unknown InPort metadata record 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
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
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 Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Unknown Institution web page Open resource
University of Hawaii Joint Institute for Marine and Atmospheric Research (JIMAR) website Unknown Institution web page Open resource
University of Hawaii Joint Institute for Marine and Atmospheric Research (JIMAR) website Unknown Institution web page Open resource
University of Hawaii Joint Institute for Marine and Atmospheric Research (JIMAR) website Unknown Institution web page Open resource

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