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

Published by NOAA National Centers for Environmental Information | National Oceanic and Atmospheric Administration, Department of Commerce | Catalog Last Checked: May 06, 2026 at 06:50 AM | Dataset Last Updated: October 31, 2025 at 12:00 AM
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.

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0209247 0244392 0253462 0257945 0268310 0282457 0283598 0286084

Complete Metadata
@type dcat:Dataset
accessLevel non-public
contactPoint 
                                            {
  "fn": "NOAA National Centers for Environmental Information",
  "@type": "vcard:Contact",
  "hasEmail": "mailto:ncei.info@noaa.gov"
}
describedByType application/octet-steam
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.
distribution 
                                            [
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    "title": "NCEI Dataset Landing Page",
    "accessURL": "https://www.ncei.noaa.gov/archive/accession/PIFSC-SfM-DerivedData",
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    "accessURL": "https://doi.org/10.25923/h2q8-jv47",
    "mediaType": "text/html",
    "description": "Structure-from-Motion SOP for processing photomosaic imagery",
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    "@type": "dcat:Distribution",
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    "description": "NOAA Central Library: Technical Memorandum",
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    "description": "PIFSC special publication",
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identifier https://data.noaa.gov/waf/NOAA/NESDIS/ncei/accessions/iso/xml/PIFSC-SfM-DerivedData.xml
issued 2020-03-09T00:00:00.000+00:00
keyword 
                                            [
  "0209247",
  "0244392",
  "0253462",
  "0257945",
  "0268310",
  "0282457",
  "0283598",
  "0286084",
  "0307802",
  "0308745",
  "BENTHIC SPECIES",
  "biological data",
  "CORAL",
  "CORAL - BLEACHING",
  "CORAL - CENSUS",
  "CORAL - COLONY SIZE",
  "CORAL - FISH BITES",
  "CORAL - SPECIES IDENTIFICATION",
  "DEBRIS",
  "DEPTH - BOTTOM",
  "HABITAT - BENTHIC",
  "REEF AND/OR BOTTOM REGIME - PERCENT COVER",
  "photograph",
  "scale",
  "swimmer/diver",
  "visual observation",
  "biological",
  "derived products",
  "GIS product",
  "imagery",
  "in situ",
  "laboratory analyses",
  "survey - biological",
  "survey - coral reef",
  "NOAA Ship Hi'ialakai",
  "NOAA Ship Oscar Elton Sette",
  "NOAA Ship Rainier",
  "NOAA Pacific Islands Fisheries Science Center",
  "NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division",
  "NOAA Pacific Islands Fisheries Science Center",
  "Coral Reef Conservation Program (CRCP)",
  "CORAL REEF STUDIES",
  "National Coral Reef Monitoring Program (NCRMP)",
  "Pacific Reef and Assessment Monitoring Program (Pacific RAMP)",
  "US DOC; NOAA; Office of Oceanic and Atmospheric Research; Ocean Acidification Program (OAP)",
  "Coastal Waters of Hawaii",
  "Hawaiian Islands Humpback Whale National Marine Sanctuary",
  "Marianas Trench Marine National Monument",
  "National Marine Sanctuary of American Samoa",
  "North Pacific Ocean",
  "Northwest Pacific Ocean (limit-180)",
  "Pacific Remote Islands Marine National Monument",
  "Papahānaumokuākea Marine National Monument",
  "Philippine Sea",
  "Rose Atoll Marine National Monument",
  "South Pacific Ocean",
  "oceanography",
  "CRED",
  "CREP",
  "Coral Reef Ecosystem Division",
  "Coral Reef Ecosystem Program",
  "ESD",
  "Ecosystem Sciences Division",
  "NCRMP",
  "National Coral Reef Monitoring Proram",
  "PIFSC",
  "Pacific Island Fisheries Science Center",
  "RAMP",
  "Reef Assessment and Monitoring Program",
  "Scripps Institution of Oceanography",
  "CRED",
  "CREP",
  "Coral Reef Ecosystem Division",
  "Coral Reef Ecosystem Program",
  "DAR",
  "DLNR",
  "Division of Aquatic Resources",
  "ESD",
  "Ecosystem Sciences Division",
  "Hawai'i Department of Land and Natural Resources",
  "NCRMP",
  "National Coral Reef Monitoring Proram",
  "PIFSC",
  "Pacific Island Fisheries Science Center",
  "Pacific Islands Fisheries Science Center",
  "RAMP",
  "Reef Assessment and Monitoring Program",
  "Scripps Institution of Oceanography",
  "DOC/NOAA/NMFS > National Marine Fisheries Service, NOAA, U.S. Department of Commerce",
  "DOC/NOAA/NMFS/PIFSC/ESD > Ecosystem Sciences Division, Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce",
  "31283",
  "31349",
  "31360",
  "31361",
  "31430",
  "31525",
  "743",
  "Assessing impacts of Hawaii's 2019 coral bleaching event on coral recovery and coral communities",
  "Determining whether herbivore-focused management strategies enhance critical ecosystem functions provided by fishes",
  "Hawai'i coral bleaching assessment and analysis",
  "Mapping Reef Fish Patterns Across the Marianas Archipelago",
  "Maximizing information and resilience indicators extracted from monitoring efforts to inform fisheries management",
  "National Coral Reef Monitoring Program (NCRMP)",
  "Scaling up coral reef science through Photogrammetry and Artificial Intelligence",
  "Hawaii Coral Bleaching Collaborative (HCBC)",
  "Papahanaumokuakea Marine Debris Project",
  "Numeric Data Sets > Benthic",
  "Map Images > Coral Mapping",
  "Numeric Data Sets > Benthic",
  "Numeric Data Sets > Biology",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > COTS",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > Fish",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > Gastropod",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Damage Assessment > Biological",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Quadrat Monitoring > In Situ",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Quadrat Monitoring > Photograph Analysis",
  "EARTH SCIENCE > Biosphere > Aquatic Habitat > Benthic Habitat",
  "EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat",
  "EARTH SCIENCE > Biosphere > Ecological Dynamics > Predation > Coral Predation",
  "EARTH SCIENCE > Biosphere > Vegetation > Algae",
  "EARTH SCIENCE > Biosphere > Vegetation > Algae > Algal Cover",
  "EARTH SCIENCE > Biosphere > Vegetation > Algae > Coralline Algae",
  "EARTH SCIENCE > Biosphere > Vegetation > Algae > Crustose Coralline Algae",
  "EARTH SCIENCE > Biosphere > Vegetation > Algae > Fleshy Macroalgae",
  "EARTH SCIENCE > Biosphere > Vegetation > Algae > Turf Algae",
  "EARTH SCIENCE > Biosphere > Zoology > Corals",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Condition",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Diseases > Bleaching",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Growth",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > COTS",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > Fish",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > Gastropod",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Damage Assessment > Biological",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Damage Assessment > Marine Debris",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Quadrat Monitoring > Photograph Analysis",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Coral Colony Size and Condition",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Damage Assessment > Visual",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > GIS",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > In Situ Biological",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Photographic Analysis",
  "EARTH SCIENCE > Biosphere > Zoology > Corals > Scleractinia (stony corals)",
  "EARTH SCIENCE > Biosphere > Zoology > Sponges",
  "EARTH SCIENCE > Oceans > Bathymetry/Seafloor Topography > Hard Seafloor Substrate",
  "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs",
  "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology",
  "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Benthic biology",
  "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Coral Cover",
  "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Hard Coral Cover",
  "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Rugosity",
  "EARTH SCIENCE > Oceans > Marine Biology > Coral",
  "EARTH SCIENCE > Oceans > Marine Biology > Coral Communities",
  "EARTH SCIENCE > Oceans > Marine Biology > Marine Invertebrates",
  "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION",
  "EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > BENTHIC",
  "EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > REEF > CORAL REEF",
  "EARTH SCIENCE > OCEANS > BATHYMETRY/SEAFLOOR TOPOGRAPHY > WATER DEPTH",
  "EARTH SCIENCE > OCEANS > COASTAL PROCESSES > CORAL REEFS > CORAL BLEACHING",
  "EARTH SCIENCE > OCEANS > MARINE ENVIRONMENT MONITORING > MARINE SUBMERGED DEBRIS",
  "EARTH SCIENCE > SOLID EARTH > GEOMORPHIC LANDFORMS/PROCESSES > COASTAL LANDFORMS > CORAL REEFS",
  "CORAL - CONDITION",
  "CORAL - FISH BITES",
  "CORAL - FISH BITES (count and category)",
  "CORAL - PATCH SIZE",
  "CORAL - SPECIES IDENTIFICATION",
  "Complexity metrics",
  "Corallivory",
  "Fractal dimension",
  "Height range",
  "Reef habitat complexity",
  "Rugosity",
  "SfM",
  "Structure from Motion",
  "Structure from Motion (SfM)",
  "digital elevation model",
  "VISUAL OBSERVATIONS > VISUAL OBSERVATIONS",
  "Agisoft Metashape",
  "Agisoft Metashape software",
  "ArcGIS",
  "ArcGIS Pro",
  "Computer",
  "Dive Computer",
  "GIS",
  "R software",
  "TagLab",
  "Viscore",
  "Ships",
  "Hi'ialakai (call sign: WTEY, ICES code: 33HL, 2004-)",
  "OSCAR ELTON SETTE (call sign: WTEE, ICES code: 33OC, 2003-)",
  "RAINIER (call sign: WTEF, ICES code: 315R, 1968-)",
  "M/V IMUA",
  "Various Small Vessels",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Asuncion Island > Asuncion Island (19N145E0001)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Maug > Maug Island (20N145E0001)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Northern Mariana Islands > Northern Mariana Islands ( CNMI ) (18N146E0000)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Pagan > Pagan Island (18N145E0001)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Saipan > Saipan Island (15N145E0002)",
  "COUNTRY/TERRITORY > United States of America > Guam > Guam (13N144E0000)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Oahu (21N157W0003)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Oahu Island > Oahu (21N157W0003)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Asuncion Island > Asuncion Island (19N145E0001)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Guam > Guam (13N144E0000)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Mariana Archipelago > Northern Mariana Islands ( CNMI ) (18N146E0000)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Maug Island > Maug Island (20N145E0001)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Pagan Island > Pagan Island (18N145E0001)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Saipan Island > Saipan Island (15N145E0002)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Aguihan > Aguihan Island (Aguijan) (14N145E0006)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Asuncion Island > Asuncion Island (19N145E0001)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Maug > Maug Island (20N145E0001)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Northern Mariana Islands > Northern Mariana Islands ( CNMI ) (18N146E0000)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Pagan > Pagan Island (18N145E0001)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Rota > Rota Island ( Luta ) (14N145E0007)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Saipan > Saipan Island (15N145E0002)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Sarigan Island > Sarigan Island (16N145E0003)",
  "COUNTRY/TERRITORY > Northern Mariana Islands > Tinian > Tinian Island (14N145E0005)",
  "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > American Samoa (14S170W0000)",
  "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Ofu Island (14S169W0013)",
  "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Olosega Island (14S169W0014)",
  "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Rose Atoll (14S168W0001)",
  "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Ta'u Island (14S169W0012)",
  "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Tutuila Island (14S170W0016)",
  "COUNTRY/TERRITORY > United States of America > Guam > Guam (13N144E0000)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Hawaii (21N160W0000)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Hawaii Island (19N155W0003)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Kauai Island (22N159W0001)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Molokai Island (21N157W0001)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Kure Atoll (28N178W0001)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Northwestern Hawaiian Islands (28N178W0000)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Oahu (21N157W0003)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Pearl and Hermes Reef (27N176W0001)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Kauai > Niihau Island (21N160W0001)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Maui > Lanai Island (20N156W0002)",
  "COUNTRY/TERRITORY > United States of America > Hawaii > Maui > Maui Island (20N156W0004)",
  "COUNTRY/TERRITORY > United States of America > Hawaiian Islands (21N157W0027)",
  "COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Baker Island (00N176W0001)",
  "COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Howland Island (00S176W0001)",
  "OCEAN BASIN > Pacific Ocean > American Samoa > American Samoa (14S170W0000)",
  "OCEAN BASIN > Pacific Ocean > American Samoa > Rose Atoll (14S168W0001)",
  "OCEAN BASIN > Pacific Ocean > American Samoa > Tutuila Island (14S170W0016)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Baker Island > Baker Island (00N176W0001)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands (21N157W0027)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Hawaii > Hawaii (21N160W0000)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Hawaii Island > Hawaii Island (19N155W0003)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Kauai Island > Kauai Island (22N159W0001)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Lanai Island > Lanai Island (20N156W0002)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Maui Island > Maui Island (20N156W0004)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Molokai Island > Molokai Island (21N157W0001)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Niihau Island > Niihau Island (21N160W0001)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Oahu Island > Oahu (21N157W0003)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Howland Island > Howland Island (00S176W0001)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands (28N178W0000)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Kure Atoll (28N178W0001)",
  "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Pearl and Hermes Reef (27N176W0001)",
  "OCEAN BASIN > Pacific Ocean > Manu'a Group > Ofu Island (14S169W0013)",
  "OCEAN BASIN > Pacific Ocean > Manu'a Group > Olosega Island (14S169W0014)",
  "OCEAN BASIN > Pacific Ocean > Manu'a Group > Ta'u Island (14S169W0012)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Aguihan Island Reefs > Aguihan Island (Aguijan) (14N145E0006)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Asuncion Island > Asuncion Island (19N145E0001)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Guam > Guam (13N144E0000)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Mariana Archipelago > Northern Mariana Islands ( CNMI ) (18N146E0000)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Maug Island > Maug Island (20N145E0001)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Pagan Island > Pagan Island (18N145E0001)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Rota Island > Rota Island ( Luta ) (14N145E0007)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Saipan Island > Saipan Island (15N145E0002)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Sarigan Island > Sarigan Island (16N145E0003)",
  "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Tinian Island Reefs > Tinian Island (14N145E0005)",
  "CONTINENT > NORTH AMERICA > UNITED STATES OF AMERICA > HAWAII",
  "OCEAN > PACIFIC OCEAN > CENTRAL PACIFIC OCEAN > AMERICAN SAMOA",
  "OCEAN > PACIFIC OCEAN > CENTRAL PACIFIC OCEAN > HAWAIIAN ISLANDS",
  "OCEAN > PACIFIC OCEAN > NORTH PACIFIC OCEAN",
  "OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN",
  "Mariana Archipelago",
  "Papahanaumokuakea Marine National Monument",
  "0T3EBB",
  "0X8B6K",
  "2J39XL",
  "4KDA2E",
  "6RT3B5",
  "8UFY62",
  "E00U92",
  "HB8J3W",
  "KXC5TK",
  "MTG8N5"
]
landingPage https://www.ncei.noaa.gov/contact
language 
                                            []
license https://creativecommons.org/publicdomain/zero/1.0/
modified 2025-10-31T00:00:00.000+00:00
publisher 
                                            {
  "name": "NOAA National Centers for Environmental Information",
  "@type": "org:Organization"
}
references 
                                            [
  "https://www.fisheries.noaa.gov/inport/item/63093",
  "https://www.fisheries.noaa.gov/inport/item/67851",
  "https://www.fisheries.noaa.gov/inport/item/59172",
  "https://www.fisheries.noaa.gov/inport/item/65764",
  "https://www.fisheries.noaa.gov/inport/item/63097",
  "https://doi.org/10.25923/h2q8-jv47",
  "https://doi.org/10.25923/a9se-k649",
  "https://doi.org/10.25923/w1k2-0y84",
  "https://doi.org/10.25923/f19b-je14",
  "https://repository.library.noaa.gov/view/noaa/48782"
]
rights otherRestrictions
spatial 145.812292,-14.54871,-178.34,28.385
temporal 2014-05-06T00:00:00+00:00/2023-08-05T00:00:00+00:00
title Benthic cover and other related datasets derived from Structure-from-Motion (SfM) imagery of coral reef ecosystems in Pacific Islands Regions

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