National Coral Reef Monitoring Program: Benthic Images Collected from Stratified Random Sites (StRS) across the Hawaiian Archipelago since 2013

Description

The data described here are benthic habitat imagery (color-corrected photographs) from benthic photo-quadrat surveys conducted along transects at stratified random sites by the Pacific Islands Fisheries Science Center (PIFSC) Ecosystem Sciences Division (ESD)--formerly the Coral Reef Ecosystem Division--as part of the NOAA National Coral Reef Monitoring Program (NCRMP). The photo-quadrat surveys are part of Rapid Ecological Assessment (REA) surveys for corals and fish conducted during ESD-led NCRMP missions across the Hawaiian Archipelago in 2013, 2016, 2015, and 2019, and 2024. In 2015, there was also a NCRMP (formerly known as RAMP) mission led by the Papahanaumokuakea Marine National Monument (PMNM) (HA1505) to the Northwestern Hawaiian Islands (NWHI).

A stratified random sampling (StRS) design was employed to survey the coral reef ecosystems across the Hawaiian Archipelago. The survey domain encompassed the majority of the mapped area of reef and hard bottom habitats in the 0-30 m depth range. The stratification scheme included island, reef zone, and depth in all regions, as well as habitat structure type in the Main Hawaiian Islands. Allocation of sampling effort was proportional to strata area and variance in coral density. Sites were surveyed using photo-quadrats along transects to collect benthic imagery to ultimately produce estimates of relative abundance (percent cover), frequency of occurrence, benthic community taxonomic composition and relative generic richness.

The StRS design effectively reduces estimate variance through stratification using environmental covariates and by sampling more sites rather than sampling more transects at a site. Therefore, site-level estimates and site to site comparisons should be used with caution.

Resources

Name Format Description Link
Site Info HAWAII 2013.csv Unknown Metadata (site, date, and location) for photoquadrat benthic images collected at stratified random sites across the Hawaiian archipelago in 2013 by the NOAA Coral Reef Ecosystem Program (CREP) Open resource
StR Images HAWAII 2013 Unknown Photoquadrat benthic images collected at stratified random sites across the Hawaiian archipelago in 2013 by the NOAA Coral Reef Ecosystem Program (CREP) Open resource
Site Info HAWAII 2013.csv Unknown Metadata (site, date, and location) for photoquadrat benthic images collected at stratified random sites across the Hawaiian archipelago in 2013 by the NOAA Coral Reef Ecosystem Program (CREP) Open resource
StR Images HAWAII 2013 Unknown Photoquadrat benthic images collected at stratified random sites across the Hawaiian archipelago in 2013 by the NOAA Coral Reef Ecosystem Program (CREP) Open resource
Site Info HAWAII 2016.csv Unknown Metadata (site, date, and location) for photoquadrat benthic images collected at stratified random sites across the Hawaiian archipelago in 2016 by the NOAA Coral Reef Ecosystem Program (CREP) Open resource
Site Info HAWAII 2016.csv Unknown Metadata (site, date, and location) for photoquadrat benthic images collected at stratified random sites across the Hawaiian archipelago in 2016 by the NOAA Coral Reef Ecosystem Program (CREP) Open resource
StR Images HAWAII 2016 Unknown Photoquadrat benthic images collected at stratified random sites across the Hawaiian archipelago in 2016 by the NOAA Coral Reef Ecosystem Program (CREP) Open resource
StR Images HAWAII 2016 Unknown Photoquadrat benthic images collected at stratified random sites across the Hawaiian archipelago in 2016 by the NOAA Coral Reef Ecosystem Program (CREP) Open resource
StR Images HAWAII 2019 Unknown Photoquadrat benthic images collected at stratified random sites across the main Hawaiian Islands in 2019 by the NOAA Fisheries Ecosystem Sciences Division (ESD). Open resource
StR Images HAWAII 2019 Unknown Photoquadrat benthic images collected at stratified random sites across the main Hawaiian Islands in 2019 by the NOAA Fisheries Ecosystem Sciences Division (ESD). Open resource
Site Info HAWAII 2019.csv Unknown Metadata (site, date, and location) for photoquadrat benthic images collected at stratified random sites across the main Hawaiian Islands in 2019 by the NOAA Fisheries, Ecosystem Sciences Division (ESD). Open resource
Site Info HAWAII 2019.csv Unknown Metadata (site, date, and location) for photoquadrat benthic images collected at stratified random sites across the main Hawaiian Islands in 2019 by the NOAA Fisheries, Ecosystem Sciences Division (ESD). Open resource
ESD_NCRMP_BENTHIC_IMAGES_STRS_2024_HAWAII Unknown Benthic photoquadrat images collected at stratified random sites across the Hawaiian Archipelago during National Coral Reef Monitoring Program surveys in 2024 Open resource
MHI_RFS_PQ_siteinfo_2015 Unknown MHI site metadata (including site name, date, and location) for the photoquads conducted during 2015 during the MHI Reef Fish Cruise (HA1503) by the ESD. Open resource
MHI_RFS_PQ_siteinfo_2015 Unknown MHI site metadata (including site name, date, and location) for the photoquads conducted during 2015 during the MHI Reef Fish Cruise (HA1503) by the ESD. Open resource
MHI_RFS_PQ_images_2015 Unknown Imagery collected during the 2015 MHI Reef Fish Cruise (HA1503) by the CRED, now known as Ecosystem Sciences Division (ESD) of the NOAA PIFSC. Open resource
MHI_RFS_PQ_images_2015 Unknown Imagery collected during the 2015 MHI Reef Fish Cruise (HA1503) by the CRED, now known as Ecosystem Sciences Division (ESD) of the NOAA PIFSC. Open resource
NWHI_PMNM_PQ_images_2015 Unknown Benthic imagery collected during the 2015 NWHI RAMP cruise (HA1505) conducted by PMNM. The file naming convention for each photo/image is [SITE]_[YEAR]_[TRANSECT]_[PHOTO_NUMBER].JPG (e.g., TUT-903_2012_A_01.JPG). Open resource
NWHI_PMNM_PQ_siteinfo_2015 Unknown NWHI site metadata (including site name, date, and location) for the photoquads conducted during 2015 during the NWHI RAMP (HA1505) by PMNM. Open resource
NWHI_PMNM_PQ_images_2015 Unknown Benthic imagery collected during the 2015 NWHI RAMP cruise (HA1505) conducted by PMNM. The file naming convention for each photo/image is [SITE]_[YEAR]_[TRANSECT]_[PHOTO_NUMBER].JPG (e.g., TUT-903_2012_A_01.JPG). Open resource
NWHI_PMNM_PQ_siteinfo_2015 Unknown NWHI site metadata (including site name, date, and location) for the photoquads conducted during 2015 during the NWHI RAMP (HA1505) by PMNM. Open resource
GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 22. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords Open resource
GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2024. GCMD Keywords, Version 19. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords Open resource
National Coral Reef Monitoring Program Unknown NOAA National Coral Reef Monitoring Program (NCRMP) website. Open resource
National Coral Reef Monitoring Program Unknown NOAA National Coral Reef Monitoring Program (NCRMP) website. Open resource
Full Metadata Record Unknown View the complete metadata record on InPort for more information about this dataset. Open resource
Full Metadata Record Unknown View the complete metadata record on InPort for more information about this dataset. Open resource
NOAA Data Management Plan (DMP) PDF NOAA Data Management Plan for this record on InPort. Open resource
NOAA Data Management Plan (DMP) PDF NOAA Data Management Plan for this record on InPort. Open resource
Coral Reefs in the Pacific Unknown NOAA Fisheries website Open resource
Coral Reefs in the Pacific Unknown NOAA Fisheries website Open resource
Pacific Islands Fisheries Science Center Website Unknown Pacific Island Fisheries Science Center homepage Open resource
Pacific Islands Fisheries Science Center Website Unknown Pacific Island Fisheries Science Center homepage Open resource

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