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
0 Information for contacts at NCEI. https://www.ncei.noaa.gov/contact
0 Navigate directly to the URL for a descriptive web page with download links. https://www.ncei.noaa.gov/archive/accession/PIFSC-SfM-DerivedData
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Information for contacts at NCEI. https://www.ncei.noaa.gov/contact
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved). 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
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 InPort Metadata Record https://www.fisheries.noaa.gov/inport/item/63093
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/67851
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/59172
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/65764
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/63097
0 Structure-from-Motion SOP for processing photomosaic imagery https://doi.org/10.25923/h2q8-jv47
0 NOAA Central Library: Technical Memorandum https://doi.org/10.25923/a9se-k649
0 Institution web page https://library.noaa.gov/
0 NOAA Central Library: Technical Memorandum https://doi.org/10.25923/w1k2-0y84
0 Institution web page https://library.noaa.gov/
0 NOAA Central Library: Dataset https://repository.library.noaa.gov/view/noaa/48782
0 PIFSC special publication https://doi.org/10.25923/f19b-je14
0 Institution web page https://library.noaa.gov/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 Information for contacts at NCEI. https://www.ncei.noaa.gov/contact
0 Navigate directly to the URL for a descriptive web page with download links. https://www.ncei.noaa.gov/archive/accession/PIFSC-SfM-DerivedData
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/67851
0 Information for contacts at NCEI. https://www.ncei.noaa.gov/contact
0 Institution web page https://www.soest.hawaii.edu/cimar/
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/59172
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/65764
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/63097
0 Structure-from-Motion SOP for processing photomosaic imagery https://doi.org/10.25923/h2q8-jv47
0 Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved). 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
0 PIFSC special publication https://doi.org/10.25923/f19b-je14
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 InPort Metadata Record https://www.fisheries.noaa.gov/inport/item/63093
0 NOAA Central Library: Technical Memorandum https://doi.org/10.25923/a9se-k649
0 Institution web page https://library.noaa.gov/
0 NOAA Central Library: Technical Memorandum https://doi.org/10.25923/w1k2-0y84
0 Institution web page https://library.noaa.gov/
0 NOAA Central Library: Dataset https://repository.library.noaa.gov/view/noaa/48782
0 Institution web page https://library.noaa.gov/
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 Information for contacts at NCEI. https://www.ncei.noaa.gov/contact
0 Navigate directly to the URL for a descriptive web page with download links. https://www.ncei.noaa.gov/archive/accession/PIFSC-SfM-DerivedData
0 Information for contacts at NCEI. https://www.ncei.noaa.gov/contact
0 Institution web page https://www.soest.hawaii.edu/cimar/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 InPort Metadata Record https://www.fisheries.noaa.gov/inport/item/63093
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/67851
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/59172
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/65764
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/63097
0 Structure-from-Motion SOP for processing photomosaic imagery https://doi.org/10.25923/h2q8-jv47
0 NOAA Central Library: Technical Memorandum https://doi.org/10.25923/a9se-k649
0 Institution web page https://library.noaa.gov/
0 NOAA Central Library: Technical Memorandum https://doi.org/10.25923/w1k2-0y84
0 Institution web page https://library.noaa.gov/
0 PIFSC special publication https://doi.org/10.25923/f19b-je14
0 NOAA Central Library: Dataset https://repository.library.noaa.gov/view/noaa/48782
0 Institution web page https://library.noaa.gov/
0 Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved). 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
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 InPort Metadata Record https://www.fisheries.noaa.gov/inport/item/63093
0 Navigate directly to the URL for a descriptive web page with download links. https://www.ncei.noaa.gov/archive/accession/PIFSC-SfM-DerivedData
0 Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved). 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
0 Information for contacts at NCEI. https://www.ncei.noaa.gov/contact
0 Institution web page https://www.soest.hawaii.edu/cimar/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Institution web page https://www.pifsc.noaa.gov/ecosystem_sciences/
0 Information for contacts at NCEI. https://www.ncei.noaa.gov/contact
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/67851
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/59172
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/65764
0 InPort metadata record https://www.fisheries.noaa.gov/inport/item/63097
0 Structure-from-Motion SOP for processing photomosaic imagery https://doi.org/10.25923/h2q8-jv47
0 NOAA Central Library: Technical Memorandum https://doi.org/10.25923/a9se-k649
0 NOAA Central Library: Technical Memorandum https://doi.org/10.25923/w1k2-0y84
0 PIFSC special publication https://doi.org/10.25923/f19b-je14
0 NOAA Central Library: Dataset https://repository.library.noaa.gov/view/noaa/48782
0 Institution web page https://library.noaa.gov/
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords
0 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 https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords

Tags

  • hawaiian islands (21n157w0027)
  • viscore
  • scripps institution of oceanography
  • lanai island (20n156w0002)
  • digital elevation model
  • crep
  • lanai island
  • computer
  • 31430
  • coral cover
  • ofu island (14s169w0013)
  • map images
  • structure from motion
  • determining whether herbivore-focused management strategies enhance critical ecosystem functions pro
  • united states of america
  • american samoa (14s170w0000)
  • western pacific ocean
  • feeding scars on hard coral
  • reef monitoring and assessment
  • maug
  • asuncion island (19n145e0001)
  • aquatic habitat
  • corals
  • benthic habitat
  • coral reef ecosystem division
  • benthic
  • baker island
  • oahu (21n157w0003)
  • northern mariana islands
  • pifsc
  • e00u92
  • photograph analysis
  • in situ biological
  • maui
  • biosphere
  • coral - species identification
  • national coral reef monitoring proram
  • reef habitat complexity
  • photographic analysis
  • 31525
  • maug island
  • 2j39xl
  • rota island
  • tutuila island (14s170w0016)
  • 8ufy62
  • 0t3ebb
  • oceans
  • maui island (20n156w0004)
  • algae
  • 4kda2e
  • cots
  • rota island ( luta ) (14n145e0007)
  • marine invertebrates
  • molokai island
  • maug island (20n145e0001)
  • northern mariana islands ( cnmi ) (18n146e0000)
  • taglab
  • american samoa
  • maui island
  • hard coral cover
  • marine debris
  • sfm
  • height range
  • coral predation
  • complexity metrics
  • dar
  • aguihan island reefs
  • papahanaumokuakea marine national monument
  • dlnr
  • hawai'i department of land and natural resources
  • guam
  • aguihan
  • pagan island (18n145e0001)
  • m/v imua
  • kxc5tk
  • numeric data sets
  • algal cover
  • hawaii
  • arcgis
  • 31361
  • oceanography
  • sponges
  • pacific island fisheries science center
  • oahu island
  • biology
  • baker island (00n176w0001)
  • quadrat monitoring
  • scaling up coral reef science through photogrammetry and artificial intelligence
  • guam (13n144e0000)
  • mapping reef fish patterns across the marianas archipelago
  • gastropod
  • tinian island reefs
  • fish
  • scleractinia (stony corals)
  • national coral reef monitoring program (ncrmp)
  • visual
  • arcgis pro
  • corallivory
  • in situ
  • hawaii island (19n155w0003)
  • kauai
  • r software
  • ta'u island (14s169w0012)
  • howland island
  • pacific islands fisheries science center
  • manu'a group
  • olosega island (14s169w0014)
  • hawaii (21n160w0000)
  • earth science
  • molokai island (21n157w0001)
  • coral colony size and condition
  • mtg8n5
  • ncrmp
  • benthic biology
  • bathymetry/seafloor topography
  • niihau island (21n160w0001)
  • coralline algae
  • reef damage assessment
  • vegetation
  • fleshy macroalgae
  • hawaiian islands
  • agisoft metashape
  • kauai island (22n159w0001)
  • maximizing information and resilience indicators extracted from monitoring efforts to inform fisheri
  • ramp
  • papahanaumokuakea marine debris project
  • crustose coralline algae
  • 31360
  • coral diseases
  • mariana archipelago
  • pearl and hermes reef (27n176w0001)
  • marine biology
  • coral communities
  • cred
  • biological
  • howland island (00s176w0001)
  • dive computer
  • predation
  • honolulu
  • 0x8b6k
  • saipan island
  • rota
  • saipan
  • northwestern hawaiian islands (28n178w0000)
  • pagan
  • bleaching
  • benthos analysis
  • aguihan island (aguijan) (14n145e0006)
  • central pacific ocean
  • usa minor outlying islands
  • 743
  • gis
  • kure atoll (28n178w0001)
  • pagan island
  • reef habitat
  • asuncion island
  • reef assessment and monitoring program
  • coral reef ecology
  • ocean basin
  • various small vessels
  • coral - fish bites
  • ecosystem sciences division
  • hb8j3w
  • coral
  • niihau island
  • esd
  • coral - fish bites (count and category)
  • coral mapping
  • coastal processes
  • coral - condition
  • 31283
  • hawaii coral bleaching collaborative (hcbc)
  • saipan island (15n145e0002)
  • northwestern hawaiian islands
  • hard seafloor substrate
  • damage assessment
  • assessing impacts of hawaii's 2019 coral bleaching event on coral recovery and coral communities
  • zoology
  • coral reefs
  • sarigan island (16n145e0003)
  • rose atoll (14s168w0001)
  • coral condition
  • kauai island
  • coral growth
  • division of aquatic resources
  • pacific ocean
  • ecological dynamics
  • agisoft metashape software
  • hawai'i coral bleaching assessment and analysis
  • fractal dimension
  • country/territory
  • coral - patch size
  • rugosity
  • tinian
  • 6rt3b5
  • hawaii island
  • turf algae
  • structure from motion (sfm)
  • sarigan island
  • tinian island (14n145e0005)
  • coral reef ecosystem program
  • 31349

Topics

Categories