Predicted Coral Cover of Montipora patula in the Hawaiian Islands
Output from a model to predict the benthic cover of Montipora patula 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 M. patula 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).
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 Montipora patula 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 M. patula 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 |
[
{
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"title": "GeoServer",
"mediaType": "placeholder/value",
"description": "This URL provides access to this dataset via GeoServer, including multiple output formats and an OpenLayers viewer.",
"downloadURL": "https://geo.pacioos.hawaii.edu/geoserver/",
"describedByType": "application/octet-steam"
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{
"@type": "dcat:Distribution",
"title": "PacIOOS: Estimated Coral Cover in Hawaii",
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|
| identifier | hi_ef_all_coralreefs_mpat |
| 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 patula",
"Earth Science > Biological Classification > Animals/Invertebrates > Cnidarians > Anthozoans/Hexacorals > Montipora patula",
"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 Montipora patula in the Hawaiian Islands |
