gov.noaa.nodc:PIFSC-SfM-DerivedData eng utf8 series NOAA National Centers for Environmental Information ncei.info@noaa.gov https://www.ncei.noaa.gov/contact HTTPS NOAA Contact Information Information for contacts at NCEI. information custodian 2026-04-24T17:45:25Z ISO 19115-2 Geographic Information - Metadata - Part 2: Extensions for Imagery and Gridded Data ISO 19115-2:2009(E) Benthic cover and other related datasets derived from Structure-from-Motion (SfM) imagery of coral reef ecosystems in Pacific Islands Regions 2020-05-13 publication 2025-10-31 revision 2020-03-09 creation NOAA National Centers for Environmental Information gov.noaa.nodc:PIFSC-SfM-DerivedData NOAA National Centers for Environmental Information ncei.info@noaa.gov https://www.ncei.noaa.gov/contact HTTPS NCEI Contact Information Information for contacts at NCEI. information publisher Kevin Trick University of Hawaii Joint Institute for Marine and Atmospheric Research (JIMAR) Kevin.Trick@noaa.gov https://www.soest.hawaii.edu/cimar/ HTTPS University of Hawaii Joint Institute for Marine and Atmospheric Research (JIMAR) website Institution web page information resourceProvider Lori Luers NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division nmfs.pic.credinfo@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information resourceProvider NOAA Pacific Islands Fisheries Science Center (NMFS/PIFSC) resourceProvider Ariel Halperin NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division ariel.halperin@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information collaborator Mollie Asbury NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division mollie.asbury@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information collaborator Winston, Morgan NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division morgan.winston@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information collaborator Corinne Amir NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division corinne.amir@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information collaborator Rhonda Suka NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information collaborator Brooke Olenski NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division brooke.olenski@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information collaborator Lori Luers NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division nmfs.pic.credinfo@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information pointOfContact Courtney S. Couch NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division courtney.s.couch@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information principalInvestigator Brittany Huntington NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division brittany.huntington@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information principalInvestigator Thomas Oliver NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division thomas.oliver@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information principalInvestigator James Morioka NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division james.morioka@noaa.gov https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information principalInvestigator Ecosystem Sciences Division, Pacific Islands Fisheries Science Center https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information author NOAA Pacific Islands Fisheries Science Center (NMFS/PIFSC) contributor NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division https://www.pifsc.noaa.gov/ecosystem_sciences/ HTTPS NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division website Institution web page information contributor tableDigital 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. This dataset is available to the public for a wide variety of uses including scientific research and analysis. Funding Agency: NOAA Coral Reef Conservation Program Funding Agency: NOAA Marine Debris Program Funding Agency: NOAA Ocean Acidification Program completed historicalArchive NOAA National Centers for Environmental Information ncei.info@noaa.gov https://www.ncei.noaa.gov/contact HTTPS NCEI Contact Information Information for contacts at NCEI. information pointOfContact asNeeded https://www.ncei.noaa.gov/access/metadata/landing-page/bin/gfx?id=gov.noaa.nodc:PIFSC-SfM-DerivedData Preview graphic PNG 0209247 0244392 0253462 0257945 0268310 0282457 0283598 0286084 0307802 0308745 NCEI ACCESSION NUMBER 2025-09-29 publication 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 theme NODC DATA TYPES THESAURUS photograph scale swimmer/diver visual observation instrument NODC INSTRUMENT TYPES THESAURUS biological derived products GIS product imagery in situ laboratory analyses survey - biological survey - coral reef theme NODC OBSERVATION TYPES THESAURUS NOAA Ship Hi'ialakai NOAA Ship Oscar Elton Sette NOAA Ship Rainier platform NODC PLATFORM NAMES THESAURUS NOAA Pacific Islands Fisheries Science Center NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division dataCentre NODC COLLECTING INSTITUTION NAMES THESAURUS NOAA Pacific Islands Fisheries Science Center dataCentre NODC SUBMITTING INSTITUTION NAMES THESAURUS 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) project NODC PROJECT NAMES THESAURUS 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 place NODC SEA AREA NAMES THESAURUS oceanography theme WMO_CategoryCode 2012-09-15 publication 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 dataCentre Contributing Data Centers 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 dataCentre Contributing Organizations 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 dataCentre Global Change Master Directory (GCMD) Data Center Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page 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 information custodian 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 project CRCP Project Hawaii Coral Bleaching Collaborative (HCBC) Papahanaumokuakea Marine Debris Project project Provider Project Names Numeric Data Sets > Benthic theme CoRIS Discovery Thesarus Map Images > Coral Mapping Numeric Data Sets > Benthic Numeric Data Sets > Biology theme CoRIS Discovery Thesaurus 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 theme CoRIS Theme Thesarus 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 theme CoRIS Theme Thesaurus 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 theme Global Change Master Directory (GCMD) Science Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page 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 information custodian 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 theme Provider Keywords VISUAL OBSERVATIONS > VISUAL OBSERVATIONS instrument Global Change Master Directory (GCMD) Instrument Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page 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 information custodian Agisoft Metashape Agisoft Metashape software ArcGIS ArcGIS Pro Computer Dive Computer GIS R software TagLab Viscore instrument Provider Instruments Ships platform Global Change Master Directory (GCMD) Platform Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page 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 information custodian 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-) platform ICES/SeaDataNet Ship Codes M/V IMUA Various Small Vessels platform Provider Platform Names 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) place CoRIS Place Thesarus 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) place CoRIS Place Thesaurus 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 place Global Change Master Directory (GCMD) Location Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page 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 information custodian Mariana Archipelago Papahanaumokuakea Marine National Monument place Provider Place Names 0T3EBB 0X8B6K 2J39XL 4KDA2E 6RT3B5 8UFY62 E00U92 HB8J3W KXC5TK MTG8N5 Send2NCEI Submission Package ID accessLevel: Public otherRestrictions Cite as: Ecosystem Sciences Division, Pacific Islands Fisheries Science Center (2020). Benthic cover and other related datasets derived from Structure-from-Motion (SfM) imagery of coral reef ecosystems in Pacific Islands Regions. [indicate subset used]. NOAA National Centers for Environmental Information. Dataset. https://www.ncei.noaa.gov/archive/accession/PIFSC-SfM-DerivedData. Accessed [date]. Distribution liability: NOAA and NCEI make no warranty, expressed or implied, regarding these data, nor does the fact of distribution constitute such a warranty. NOAA and NCEI cannot assume liability for any damages caused by any errors or omissions in these data. If appropriate, NCEI can only certify that the data it distributes are an authentic copy of the records that were accepted for inclusion in the NCEI archives. otherRestrictions Use liability: NOAA and NCEI cannot provide any warranty as to the accuracy, reliability, or completeness of furnished data. Users assume responsibility to determine the usability of these data. The user is responsible for the results of any application of this data for other than its intended purpose. license Some of the data in this dataset has been dedicated to the public domain under a Creative Commons CC0 1.0 Universal (CC0 1.0) Public Domain Dedication. SPDX License: Creative Commons Zero v1.0 Universal (CC0-1.0) Pacific Islands Fisheries Science Center, 2022: Structure from Motion (SfM) Coral Vital Rates Annotations derived from Fixed Site Imagery across the Hawaiian Archipelago from 2014-2019, https://www.fisheries.noaa.gov/inport/item/63093. 2022 publication gov.noaa.nmfs.inport:63093 https://www.fisheries.noaa.gov/inport/item/63093 HTTPS https://www.fisheries.noaa.gov/inport/item/63093 InPort Metadata Record information NOAA Pacific Islands Fisheries Science Center (NMFS/PIFSC) publisher tableDigital crossReference Pacific Islands Fisheries Science Center, 2022: Coral Reef Structural Complexity derived from Structure-from-Motion (SfM) imagery collected at Stratified-Random Sites (StRS) across the Main Hawaiian Islands in 2019, https://www.fisheries.noaa.gov/inport/item/67851. 2022-11-03 publication gov.noaa.nmfs.inport:67851 https://www.fisheries.noaa.gov/inport/item/67851 HTTPS https://www.fisheries.noaa.gov/inport/item/67851 InPort metadata record information NOAA Pacific Islands Fisheries Science Center (NMFS/PIFSC) publisher tableDigital crossReference collection Pacific Islands Fisheries Science Center, 2022: Benthic cover derived from structure from motion images collected during marine debris surveys at coral reef sites entangled with derelict fishing nets at Pearl and Hermes Atoll in the Northwestern Hawaiian Islands from missions in 2018 and 2021, https://www.fisheries.noaa.gov/inport/item/59172. 2022 publication gov.noaa.nmfs.inport:59172 https://www.fisheries.noaa.gov/inport/item/59172 HTTPS https://www.fisheries.noaa.gov/inport/item/59172 InPort metadata record information NOAA Pacific Islands Fisheries Science Center (NMFS/PIFSC) publisher tableDigital crossReference Pacific Islands Fisheries Science Center, 2021: Colony-level annotations using Structure-from-Motion models from sites surveyed across the Main Hawaiian Islands during the 2019 bleaching event, https://www.fisheries.noaa.gov/inport/item/65764. 2021-12-14 publication gov.noaa.nmfs.inport:65764 https://www.fisheries.noaa.gov/inport/item/65764 HTTPS https://www.fisheries.noaa.gov/inport/item/65764 InPort metadata record information NOAA Pacific Islands Fisheries Science Center (NMFS/PIFSC) publisher tableDigital crossReference Pacific Islands Fisheries Science Center, 2022: National Coral Reef Monitoring Program: Structure from Motion (SfM) Coral (Adult and Juvenile) Annotations derived from Stratified Random Site (StRS) Imagery across the Hawaiian Archipelago since 2019, https://www.fisheries.noaa.gov/inport/item/63097. 2022-05-11 publication gov.noaa.nmfs.inport:63097 https://www.fisheries.noaa.gov/inport/item/63097 HTTPS https://www.fisheries.noaa.gov/inport/item/63097 InPort metadata record information NOAA Pacific Islands Fisheries Science Center (NMFS/PIFSC) publisher tableDigital crossReference Suka, R., Asbury, M., Gray, A. E., Winston, M., Oliver, T. (T. A., & Couch, C. S. (2019). Processing Photomosaic Imagery of Coral Reefs Using Structure-from-Motion Standard Operating Procedures. NOAA Technical Memorandum NMFS-PIFSC ; 93. https://doi.org/10.25923/h2q8-jv47 2019 publication International DOI Foundation (IDF) https://doi.org/10.25923/h2q8-jv47 https://doi.org/10.25923/h2q8-jv47 HTTPS https://doi.org/10.25923/h2q8-jv47 Structure-from-Motion SOP for processing photomosaic imagery information Suka, Rhonda author Asbury, Mollie author Gray, Andrew Elisha author Winston, Morgan author Oliver, Thomas (Thomas Andrew) author Couch, Courtney S. author Pacific Islands Fisheries Science Center (U.S.) publisher documentDigital NOAA technical memorandum NMFS-PIFSC ; 93 crossReference userGuide Rodriguez, C. (2021). Extracting Coral Vital Rate Estimates at Fixed Sites Using Structure-from-Motion Standard Operating Procedures. NOAA Technical Memorandum NMFS PIFSC ; 120. https://doi.org/10.25923/a9se-k649 2021 publication International DOI Foundation (IDF) https://doi.org/10.25923/a9se-k649 https://doi.org/10.25923/a9se-k649 HTTPS https://doi.org/10.25923/a9se-k649 NOAA Central Library: Technical Memorandum information Rodriguez, Caroline author Pacific Islands Fisheries Science Center (U.S.) publisher documentDigital NOAA technical memorandum NMFS PIFSC ; 120 crossReference collection Winston, M., Couch, C., Ferguson, M., Huntington, B., Swanson, D. W., & Vargas-Ángel, B. (2019). Ecosystem Sciences Division Standard Operating Procedures: Data Collection for Rapid Ecological Assessment Benthic Surveys, 2018 Update. NOAA Technical Memorandum NMFS-PIFSC ; 92. https://doi.org/10.25923/w1k2-0y84 2019 publication International DOI Foundation (IDF) https://doi.org/10.25923/w1k2-0y84 https://doi.org/10.25923/w1k2-0y84 HTTPS https://doi.org/10.25923/w1k2-0y84 NOAA Central Library: Technical Memorandum information Winston, Morgan author Couch, Courtney author Ferguson, Marie author Huntington, Brittany author Swanson, Dione W. author Vargas-Ángel, Bernardo author NOAA National Marine Fisheries Service Pacific Islands Fisheries Science Center publisher documentDigital NOAA technical memorandum NMFS-PIFSC ; 92 crossReference collection United States. National Marine Fisheries Service, & Pacific Islands Fisheries Science Center (U.S.). (2020). 2018 Marine Debris Removal and Assessment in the Northwestern Hawaiian Islands. PIFSC Special Publication ; SP-20-001. https://doi.org/10.25923/f19b-je14 2020 publication International DOI Foundation (IDF) https://doi.org/10.25923/f19b-je14 https://doi.org/10.25923/f19b-je14 HTTPS https://doi.org/10.25923/f19b-je14 PIFSC special publication information United States. National Marine Fisheries Service author Pacific Islands Fisheries Science Center (U.S.) author United States. National Marine Fisheries Service, Pacific Islands Fisheries Science Center (U.S.) publisher documentDigital PIFSC special publication ; SP-20-001 crossReference sciencePaper Benthic cover and other related datasets derived from Structure-from-Motion (SfM) imagery of coral reef ecosystems in Pacific Islands Regions; SfM-Derived Coral Vital Rates Annotations. NCEI Accession Numbers 0209247, 0244392, 0253462, 0253468, 0257945, 0268310. 2020 2020 publication noaa:48782 https://repository.library.noaa.gov/view/noaa/48782 HTTPS https://repository.library.noaa.gov/view/noaa/48782 NOAA Central Library: Dataset information United States. National Marine Fisheries Service author Pacific Islands Fisheries Science Center (U.S.) author United States. National Ocean Service author Coral Reef Conservation Program (U.S.) author Marine Debris Program (U.S.) author United States. National Oceanic and Atmospheric Administration. Office of Oceanic and Atmospheric Research author NOAA Ocean Acidification Program (U.S.) author NOAA Library https://library.noaa.gov/ HTTPS NOAA Library website Institution web page information publisher NCEI Accession Numbers 0209247, 0244392, 0253462, 0253468, 0257945, 0268310 crossReference collection eng; USA utf8 environment oceans imageryBaseMapsEarthCover biota -178.34 145.812292 -14.54871 28.385 2014-05-06 2023-08-05 Accessions: 0209247, 0244392, 0253462, 0257945, 0268310, 0282457, 0283598, 0286084, 0307802, and 0308745 NOAA National Centers for Environmental Information +1-301-713-3277 ncei.info@noaa.gov pointOfContact In most cases, electronic downloads of the data are free. However, fees may apply for custom orders, data certifications, copies of analog materials, and data distribution on physical media. Contact NCEI for other distribution options and instructions. CSV 6.876 https://www.ncei.noaa.gov/archive/accession/PIFSC-SfM-DerivedData HTTPS Web browser NCEI Dataset Landing Page Navigate directly to the URL for a descriptive web page with download links. information https://www.ncei.noaa.gov/metadata/granule/geoportal/?from=0&size=10&esdsl=%7B%22query%22%3A%7B%22bool%22%3A%7B%22must%22%3A%5B%7B%22query_string%22%3A%7B%22analyze_wildcard%22%3Atrue%2C%22query%22%3A%22fileid%3APIFSC-SfM-DerivedData.*%22%7D%7D%5D%7D%7D%7D#searchPanel HTTPS Web browser Granule Search Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved). search series NCEI Accession 0209247 v1.1 was published. 2020-05-13T19:12:09Z NCEI Accession 0244392 v1.1 was published. 2022-01-05T21:38:12Z NCEI Accession 0253462 v1.1 was published. 2022-05-12T21:28:45Z NCEI Accession 0257945 v1.1 was published. 2022-08-10T21:34:35Z NCEI Accession 0268310 v1.1 was published. 2022-11-11T14:31:48Z NCEI Accession 0253462 was revised and v2.2 was published. 2023-02-16T15:16:29Z NCEI Accession 0282457 v1.1 was published. 2023-09-15T21:54:30Z NCEI Accession 0283598 v1.1 was published. 2023-10-13T13:42:44Z NCEI Accession 0286084 v1.1 was published. 2024-12-03T18:50:32Z NCEI Accession 0307802 v1.1 was published. 2025-09-16T15:19:45Z NCEI Accession 0308745 v1.1 was published. 2025-10-28T18:39:04Z NCEI Accession 0268310 was revised and v2.2 was published. 2025-10-31T19:16:17Z asNeeded Metadata are developed, maintained and distributed by NCEI. Updates are performed as needed to maintain currentness. NOAA National Centers for Environmental Information custodian photograph photograph still images used as the basis for making parameter determinations scale scale An instrument for measuring mass or weight. swimmer/diver swimmer/diver not an instrument - use as observation type visual observation visual observation not an instrument - maybe an observation type NOAA Ship Hi'ialakai Title: NOAA Ship Flag: United States of America Vessel Type: Research Vessel DOB: Nov 1984 IMO: 8835619 Hull No: R 334 Former Name: Vindicator (2004) Commissioned by NOAA in 2002 Submitted to ICES on 2012-12-13. NOAA Ship Oscar Elton Sette Title: NOAA Ship Flag: United States of America Vessel Type: Research Vessel; Ice Strengthened DOB: Aug 1988 IMO: 8835097 Former Name: ADVENTUROUS (2003) http://www.moc.noaa.gov/os/index.html Submitted to ICES on 2013-12-18. NOAA Ship Rainier Title: NOAA Ship Flag: United States of America Vessel Type: Research Vessel (Hydrographic) DOB: Apr 1968 IMO: 6711003 Hull Classification: S 221