Predicted Coral Cover of Porites lobata in the Hawaiian Islands
Output from a model to predict the benthic cover of Porites lobata 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 P. lobata 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
TEXT/HTML
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Complete Metadata
| @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 benthic cover of Porites lobata 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 P. lobata 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.",
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},
{
"@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_plob.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 > Porites lobata",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Porites lobata",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Hard or Stony Corals",
"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 of Porites lobata in the Hawaiian Islands |
