Predicted Coral Cover in the Hawaiian Islands
Output from a model to predict the total benthic cover of six coral species (Montipora capitata, Montipora flabellata, Montipora patulla, Porites lobata, Porites compressa, Porites meandrina) in the Hawaiian Islands as a proportion (0-1.0). Coral cover was modeled with boosted regression trees (BRT) in R software using data from coral cover surveys and environmental covariates derived from models and/or observations including wave height, benthic geomorphology, and downwelled irradiance. The best performing BRT model was used to predict coral cover for the entire geographic study domain. Data and model output represent conditions for shallow coral reefs in the Hawaiian Islands from 0 m to -30 m depth over the time period 2000-2009. Further details on methodology and results are contained in Franklin et al. (2013).
Resources
3 resources available
-
GeoServer
TEXT/HTML -
PacIOOS: Estimated Coral Cover in Hawaii
TEXT/HTML -
Resource 3
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| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| contactPoint |
{
"fn": "Hawaii Institute of Marine Biology (HIMB)",
"@type": "vcard:Contact",
"hasEmail": "mailto:eric.franklin@hawaii.edu"
}
|
| describedByType | application/octet-steam |
| description | Output from a model to predict the total benthic cover of six coral species (Montipora capitata, Montipora flabellata, Montipora patulla, Porites lobata, Porites compressa, Porites meandrina) in the Hawaiian Islands as a proportion (0-1.0). Coral cover was modeled with boosted regression trees (BRT) in R software using data from coral cover surveys and environmental covariates derived from models and/or observations including wave height, benthic geomorphology, and downwelled irradiance. The best performing BRT model was used to predict coral cover for the entire geographic study domain. Data and model output represent conditions for shallow coral reefs in the Hawaiian Islands from 0 m to -30 m depth over the time period 2000-2009. Further details on methodology and results are contained in Franklin et al. (2013). |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "GeoServer",
"accessURL": "https://geo.pacioos.hawaii.edu/geoserver/",
"mediaType": "text/html",
"description": "This URL provides access to this dataset via GeoServer, including multiple output formats and an OpenLayers viewer.",
"describedByType": "application/octet-stream"
},
{
"@type": "dcat:Distribution",
"title": "PacIOOS: Estimated Coral Cover in Hawaii",
"accessURL": "http://pacioos.org/projects/coral/",
"mediaType": "text/html",
"description": "This URL provides a viewer and/or data access for this dataset.",
"describedByType": "application/octet-stream"
},
{
"@type": "dcat:Distribution",
"accessURL": "https://sites.google.com/a/hawaii.edu/franklinlab/",
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|
| identifier | https://data.noaa.gov/waf/NOAA/ioos/iso/xml/hi_ef_all_coralreefs.xml |
| isPartOf | Pacific Islands Ocean Observing System (PacIOOS) |
| issued | 2014-09-26T00:00:00.000+00:00 |
| keyword |
[
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Hard or Stony Corals > Montipora flabellata",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Hard or Stony Corals > Montipora patula",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Hard or Stony Corals > Porites compressa",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Hard or Stony Corals > Porites lobata",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Hard or Stony Corals > Porites meandrina",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Montipora flabellata",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Montipora patula",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Porites compressa",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Porites lobata",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Porites meandrina",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Hard or Stony Corals",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Hard or Stony Corals > Montipora capitata",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Montipora capitata",
"Earth Science > Oceans > Coastal Processes > Coral Reefs",
"Earth Science > Solid Earth > Geomorphic Landforms/Processes > Coastal Landforms > Coral Reefs",
"Earth Science > Solid Earth > Geomorphic Landforms/Processes > Coastal Landforms > Coral Reefs > Fringing Reef",
"Continent > North America > United States of America > Hawaii",
"Ocean > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands",
"PacIOOS > Pacific Islands Ocean Observing System",
"PacIOOS > Pacific Islands Ocean Observing System"
]
|
| landingPage | https://sites.google.com/a/hawaii.edu/franklinlab/ |
| language |
[]
|
| license | https://creativecommons.org/publicdomain/zero/1.0/ |
| modified | 2014-09-26T00:00:00.000+00:00 |
| publisher |
{
"name": "Pacific Islands Ocean Observing System (PacIOOS)",
"@type": "org:Organization"
}
|
| spatial | -154.8,18.88,-160.27,22.3005 |
| title | Predicted Coral Cover in the Hawaiian Islands |
