Description
The benthic cover data described here result from benthic photo-quadrat surveys conducted by the NOAA Coral Reef Ecosystem Program (CREP) in 2015 along transects at fixed climate survey sites located on hard bottom shallow water (< 15 m) habitats in the Philippines. Climate sites were established by CREP to assess multiple features of the coral reef environment (in addition to the data described herein) over time.
Benthic habitat photographs were quantitatively analyzed using a web-based annotation tool called CoralNet (Beijbom et al. 2016). Images were 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.).
These benthic cover data for the Philippines provide an estimate of the benthic community composition at each climate survey site, and give context to the results from the other climate survey components (archived separately).
Resources
| Name | Format | Description | Link |
|---|---|---|---|
| FTP | Unknown | These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP). | |
| FTP | Unknown | These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP). | |
| FTP | Unknown | These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP). | |
| FTP | Unknown | These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP). | |
| FTP | Unknown | These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP). | |
| FTP | Unknown | These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP). | |
| FTP | Unknown | These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP). | |
| https://doi.org/10.1371/journal.pone.0130312 | Unknown | O. Beijbom, P. J. Edmunds, C. Roelfsema, J. Smith, D. I. Kline, B. Neal, M. J. Dunlap, V. Moriarty, T-Y. Fan, C-J. Tan, S. Chan, T. Treibitz, A. Gamst, B. G. Mitchell, D. Kriegman. "Towards automated annotation of benthic survey images: variability of human experts and operational modes of automation". PLOS One, July 2015. | Open resource |
| https://doi.org/10.1371/journal.pone.0130312 | Unknown | O. Beijbom, P. J. Edmunds, C. Roelfsema, J. Smith, D. I. Kline, B. Neal, M. J. Dunlap, V. Moriarty, T-Y. Fan, C-J. Tan, S. Chan, T. Treibitz, A. Gamst, B. G. Mitchell, D. Kriegman. "Towards automated annotation of benthic survey images: variability of human experts and operational modes of automation". PLOS One, July 2015. | Open resource |
| https://doi.org/10.1371/journal.pone.0130312 | Unknown | O. Beijbom, P. J. Edmunds, C. Roelfsema, J. Smith, D. I. Kline, B. Neal, M. J. Dunlap, V. Moriarty, T-Y. Fan, C-J. Tan, S. Chan, T. Treibitz, A. Gamst, B. G. Mitchell, D. Kriegman. "Towards automated annotation of benthic survey images: variability of human experts and operational modes of automation". PLOS One, July 2015. | Open resource |
| https://doi.org/10.1371/journal.pone.0130312 | Unknown | O. Beijbom, P. J. Edmunds, C. Roelfsema, J. Smith, D. I. Kline, B. Neal, M. J. Dunlap, V. Moriarty, T-Y. Fan, C-J. Tan, S. Chan, T. Treibitz, A. Gamst, B. G. Mitchell, D. Kriegman. "Towards automated annotation of benthic survey images: variability of human experts and operational modes of automation". PLOS One, July 2015. | Open resource |
| https://doi.org/10.1371/journal.pone.0130312 | Unknown | O. Beijbom, P. J. Edmunds, C. Roelfsema, J. Smith, D. I. Kline, B. Neal, M. J. Dunlap, V. Moriarty, T-Y. Fan, C-J. Tan, S. Chan, T. Treibitz, A. Gamst, B. G. Mitchell, D. Kriegman. "Towards automated annotation of benthic survey images: variability of human experts and operational modes of automation". PLOS One, July 2015. | Open resource |
| https://doi.org/10.1371/journal.pone.0130312 | Unknown | O. Beijbom, P. J. Edmunds, C. Roelfsema, J. Smith, D. I. Kline, B. Neal, M. J. Dunlap, V. Moriarty, T-Y. Fan, C-J. Tan, S. Chan, T. Treibitz, A. Gamst, B. G. Mitchell, D. Kriegman. "Towards automated annotation of benthic survey images: variability of human experts and operational modes of automation". PLOS One, July 2015. | Open resource |
| Towards automated annotation of benthic survey images: variability of human experts and operational modes of automation | Unknown | O. Beijbom, P. J. Edmunds, C. Roelfsema, J. Smith, D. I. Kline, B. Neal, M. J. Dunlap, V. Moriarty, T-Y. Fan, C-J. Tan, S. Chan, T. Treibitz, A. Gamst, B. G. Mitchell, D. Kriegman. "Towards automated annotation of benthic survey images: variability of human experts and operational modes of automation". PLOS One, July 2015. | Open resource |
| GCMD Keyword Forum Page | Unknown | 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 | Open resource |
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| GCMD Keyword Forum Page | Unknown | 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 | Open resource |
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| GCMD Keyword Forum Page | Unknown | 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 | Open resource |
| GCMD Keyword Forum Page | Unknown | 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 | Open resource |
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| GCMD Keyword Forum Page | Unknown | 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 | Open resource |
| GCMD Keyword Forum Page | Unknown | Global Change Master Directory (GCMD). 2023. GCMD Keywords, Version 16. 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 |
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| GCMD Keyword Forum Page | Unknown | 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 | Open resource |
| GCMD Keyword Forum Page | Unknown | 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 | Open resource |
| https://www.fisheries.noaa.gov/inport/item/45819 | Unknown | InPort Metadata Record | Open resource |
| https://www.fisheries.noaa.gov/inport/item/45819 | Unknown | InPort Metadata Record | Open resource |
| https://www.fisheries.noaa.gov/inport/item/45819 | Unknown | InPort Metadata Record | Open resource |
| https://www.fisheries.noaa.gov/inport/item/45819 | Unknown | InPort Metadata Record | Open resource |
| https://www.fisheries.noaa.gov/inport/item/45819 | Unknown | InPort Metadata Record | Open resource |
| https://www.fisheries.noaa.gov/inport/item/45819 | Unknown | InPort Metadata Record | Open resource |
| https://www.fisheries.noaa.gov/inport/item/45819 | Unknown | InPort Metadata Record | Open resource |
| NCEI Dataset Landing Page | Unknown | Navigate directly to the URL for a descriptive web page with download links. | Open resource |
| NCEI Dataset Landing Page | Unknown | Navigate directly to the URL for a descriptive web page with download links. | Open resource |
| NCEI Dataset Landing Page | Unknown | Navigate directly to the URL for a descriptive web page with download links. | Open resource |
| NCEI Dataset Landing Page | Unknown | Navigate directly to the URL for a descriptive web page with download links. | Open resource |
| NCEI Dataset Landing Page | Unknown | Navigate directly to the URL for a descriptive web page with download links. | Open resource |
| NCEI Dataset Landing Page | Unknown | Navigate directly to the URL for a descriptive web page with download links. | Open resource |
| NCEI Dataset Landing Page | Unknown | Navigate directly to the URL for a descriptive web page with download links. | Open resource |
| HTTPS | Unknown | Navigate directly to the URL for data access and direct download. | Open resource |
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| Descriptive Information | Unknown | Navigate directly to the URL for a descriptive web page with download links. | Open resource |
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| Descriptive Information | Unknown | Navigate directly to the URL for a descriptive web page with download links. | Open resource |
| Descriptive Information | Unknown | Navigate directly to the URL for a descriptive web page with download links. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
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| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| NCEI Contact Information | Unknown | Information for contacts at NCEI. | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystem Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystem Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystem Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystem Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystem Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystem Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
| Coral Reef Ecosystems Program (CREP) website | Unknown | Institution web page | Open resource |
Tags
- 483
- algae
- algal cover
- aquatic habitat
- arthur's reef
- arthur's rock (13n120e0002)
- balayan bay
- baseline studies
- batalang bato
- batangas
- batong buhay
- benthic
- benthic biology
- benthic habitat
- benthos analysis
- biodiversity and fisheries in the coral triangle: embracing the e in ecosystem approaches to fisheri
- biosphere
- blue-green algae
- climate
- coastal processes
- coral
- coral communities
- coral cover
- coral reef ecology
- coral reef ecosystem division
- coral reef ecosystem program
- coral reefs
- corals
- country/territory
- cred
- crep
- crustose coralline algae
- earth science
- encrusting macroalgae
- hard coral cover
- in situ biological
- koala reserve area
- mabini (13n120e0032)
- maricaban island
- marine biology
- marine invertebrates
- microbiota
- numeric data sets
- ocean basin
- oceanography
- oceans
- octocoral cover
- pacific islands fisheries science center
- pacific ocean
- philippines
- photograph analysis
- photographic analysis
- pifsc
- quadrat monitoring
- reef habitat
- reef monitoring and assessment
- south china sea
- tingloy (13n120e0009)
- turf algae
- twin rocks
- twin rocks sanctuary (13n120e0005)
- united states agency for international development
- usaid
- vegetation
- verde island passage
- ybfxge
- zoology