Description
The data described here result from benthic photo-quadrat surveys conducted along transects at stratified random sites (StRS), as well as climate stations and permanent sites, surveyed across the Hawaiian Archipelago during the 2019 bleaching event. Benthic habitat imagery was quantitatively analyzed using the web-based annotation tool CoralNet (Beijbom et al. 2016) with the addition of codes for bleaching of hard coral. In general, images are analyzed to produce three functional group levels of benthic cover: Tier 1 (e.g., hard coral, soft coral, macroalgae, turf algae, etc.), Tier 2 (e.g., Hard Coral = massive, branching, foliose, encrusting, etc.; Macroalgae = upright macroalgae, encrusting macroalgae, bluegreen macroalgae, and Halimeda, etc.), and Tier 3 (e.g., Hard Coral = Astreopora sp, Favia sp, Pocillopora, etc.; Macroalgae = Caulerpa sp, Dictyosphaeria sp, Padina sp, etc.). For each category of hard coral, a bleached and non-bleached option existed during analysis to facilitate the collection of coral bleaching percent cover data.
In the Main Hawaiian Islands (MHI) and some sites in the Northwestern Hawaiian Islands (NWHI), a StRS design was employed to select random sites. 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. Sampling effort was allocated based on strata area and sites were randomly located within strata. 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.
Surveys conducted in the Main Hawaiian Islands were conducted during shore-based missions and were all StRS, whereas surveys in the Northwestern Hawaiian Islands were performed opportunistically during the regularly scheduled NOAA National Coral Reef Monitoring Program (NCRMP) mission and encompassed StRS as well as fixed sites, which include climate stations and permanent sites
The data from the benthic cover surveys can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive.
Resources
| Name | Format | Description | Link |
|---|---|---|---|
| BIA_CNET_ANALYSIS_BLEA_2019_NWHI.csv | Unknown | Image analysis data derived from photoquadrat benthic images collected at stratified random sites (StRS) and fixed sites across the Northwestern Hawaiian Islands by the NOAA Ecosystem Sciences Division (ESD) during the 2019 bleaching surveys | Open resource |
| CNET_LABELS_BLEACHING | Unknown | Labelset used in CoralNet to annotate benthic photo-quadrat imagery collected during the 2019 bleaching event in Hawaii. | Open resource |
| BIA_CNET_ANALYSIS_BLEA_2019_MHI.csv | Unknown | Image analysis data derived from photoquadrat benthic images collected at stratified random sites (StRS) across the Main Hawaiian Islands by the NOAA Ecosystem Sciences Division (ESD) during the 2019 bleaching surveys | Open resource |
| Citation URL | Unknown | CoralNet Home Page | Open resource |
| Citation URL | Unknown | CoralNet Home Page | Open resource |
| Citation URL | Unknown | CoralNet Home Page | Open resource |
| BIA_CNET_ANALYSIS_BLEA_2019_MHI.csv | Unknown | Image analysis data derived from photoquadrat benthic images collected at stratified random sites (StRS) across the Main Hawaiian Islands by the NOAA Ecosystem Sciences Division (ESD) during the 2019 bleaching surveys | Open resource |
| BIA_CNET_ANALYSIS_BLEA_2019_NWHI.csv | Unknown | Image analysis data derived from photoquadrat benthic images collected at stratified random sites (StRS) and fixed sites across the Northwestern Hawaiian Islands by the NOAA Ecosystem Sciences Division (ESD) during the 2019 bleaching surveys | Open resource |
| BIA_CNET_ANALYSIS_BLEA_2019_NWHI.csv | Unknown | Image analysis data derived from photoquadrat benthic images collected at stratified random sites (StRS) and fixed sites across the Northwestern Hawaiian Islands by the NOAA Ecosystem Sciences Division (ESD) during the 2019 bleaching surveys | Open resource |
| BIA_CNET_ANALYSIS_BLEA_2019_MHI.csv | Unknown | Image analysis data derived from photoquadrat benthic images collected at stratified random sites (StRS) across the Main Hawaiian Islands by the NOAA Ecosystem Sciences Division (ESD) during the 2019 bleaching surveys | Open resource |
| CNET_LABELS_BLEACHING | Unknown | Labelset used in CoralNet to annotate benthic photo-quadrat imagery collected during the 2019 bleaching event in Hawaii. | Open resource |
| CNET_LABELS_BLEACHING | Unknown | Labelset used in CoralNet to annotate benthic photo-quadrat imagery collected during the 2019 bleaching event in Hawaii. | 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 |
| 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 |
| Feature Story: Surveys to Assess the 2019 Hawaii Coral Bleaching Event | Unknown | Online Resource | Open resource |
| Feature Story: Surveys to Assess the 2019 Hawaii Coral Bleaching Event | Unknown | Online Resource | Open resource |
| Feature Story: Surveys to Assess the 2019 Hawaii Coral Bleaching Event | Unknown | Online Resource | 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 |
| Full Metadata Record | Unknown | View the complete metadata record on InPort for more information about this dataset. | Open resource |
| NOAA Data Management Plan (DMP) | NOAA Data Management Plan for this record on InPort. | Open resource | |
| NOAA Data Management Plan (DMP) | NOAA Data Management Plan for this record on InPort. | Open resource | |
| NOAA Data Management Plan (DMP) | NOAA Data Management Plan for this record on InPort. | 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 |
| Pacific Islands Fisheries Science Center Website | Unknown | Pacific Island Fisheries Science Center homepage | Open resource |
Tags
- 31283
- algae
- algal cover
- aquatic habitat
- belt transect
- benthic
- benthic biology
- benthic habitat
- benthos analysis
- biosphere
- bleaching
- blue-green algae
- central pacific ocean
- coastal processes
- coral
- coral communities
- coral cover
- coralnet
- coral reef conservation program
- coral reef ecology
- coral reef ecosystem division
- coral reef ecosystem program
- coral reefs
- coral reef studies
- corals
- country/territory
- cred
- crep
- crustose coralline algae
- doc/noaa/nmfs/pifsc
- earth science
- ecosystem sciences division
- encrusting macroalgae
- esd
- french frigate shoals (24n166w0001)
- hard coral cover
- hard coral cover live percentage
- hawaii
- hawaii (21n160w0000)
- hawaiian islands
- hawaiian islands (21n157w0027)
- hawaii coral bleaching assessment and analysis
- hawaii island
- hawaii island (19n155w0003)
- honolulu
- in situ biological
- kure atoll (28n178w0001)
- lanai island
- lanai island (20n156w0002)
- lisianski island (25n173w0001)
- macroinvertebrates
- main hawaiian islands
- marine biology
- marine invertebrates
- marine plants
- maui
- maui island
- maui island (20n156w0004)
- mhi
- microbiota
- mollusks
- national marine fisheries service
- nmfs
- noaa
- north pacific ocean
- northwestern hawaiian islands
- northwestern hawaiian islands (28n178w0000)
- numeric data sets
- nwhi
- oahu (21n157w0003)
- oahu island
- ocean and climate change
- ocean basin
- oceans
- octocoral cover
- pacific islands fisheries science center
- pacific ocean
- papahanaumokuakea marine national monument
- pearl and hermes reef (27n176w0001)
- photograph analysis
- photographic analysis
- pifsc
- point counts
- quadrat monitoring
- rainier
- rapid assessment studies
- reef and/or bottom regime - percent cover
- reef habitat
- reef monitoring and assessment
- seagrass
- sponges
- transect monitoring
- tridacna
- turf algae
- united states of america
- u.s. department of commerce
- us doc
- vegetation
- zoology