Benthic cover and other related datasets derived from Structure-from-Motion (SfM) imagery of coral reef ecosystems in Pacific Islands Regions
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.
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | non-public |
| contactPoint |
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|
| 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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|
| identifier | gov.noaa.nodc:PIFSC-SfM-DerivedData |
| 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",
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"laboratory analyses",
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"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",
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"Ecosystem Sciences Division",
"NCRMP",
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"PIFSC",
"Pacific Island Fisheries Science Center",
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"CRED",
"CREP",
"Coral Reef Ecosystem Division",
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"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",
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"Mapping Reef Fish Patterns Across the Marianas Archipelago",
"Maximizing information and resilience indicators extracted from monitoring efforts to inform fisheries management",
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"Scaling up coral reef science through Photogrammetry and Artificial Intelligence",
"Hawaii Coral Bleaching Collaborative (HCBC)",
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"Numeric Data Sets > Benthic",
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"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",
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"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",
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"EARTH SCIENCE > Biosphere > Vegetation > Algae > Crustose Coralline Algae",
"EARTH SCIENCE > Biosphere > Vegetation > Algae > Fleshy Macroalgae",
"EARTH SCIENCE > Biosphere > Vegetation > Algae > Turf Algae",
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"EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Condition",
"EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Diseases > Bleaching",
"EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Growth",
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"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",
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"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",
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"ArcGIS Pro",
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"Dive Computer",
"GIS",
"R software",
"TagLab",
"Viscore",
"Ships",
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"COUNTRY/TERRITORY > United States of America > Guam > Guam (13N144E0000)",
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"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)",
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"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 |
