HCBC Analysis Ready Clustered Data from the Hawaiian Archipelago 2019 Bleaching Event (NCEI Accession 0239862)
The analysis-ready data described here result from performing hierarchical clustering of individual coral bleaching surveys conducted across the Hawaiian Archipelago in 2014, 2015, and 2019. In order to resolve issues of spatial autocorrelation, the surveys were grouped into distinct clusters with a spatial resolution of 1km. The data was stratified across depths to generate metrics for up to three depth bins per cluster: shallow (0-6m), mid (>6-18m), and deep (>18m). This dataset contains environmental data paired for all 2019 observations, used to analyze drivers of the coral bleaching event. No environmental drivers data is included for 2015 and 2014 observations, as the data from these bleaching events was solely used in a temporal analysis comparing the 2014/2015 events to the 2019 event. This dataset also contains weights assigned to each observation (all years) for use in the drivers, temporal and spatial analyses.
Complete Metadata
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| description | The analysis-ready data described here result from performing hierarchical clustering of individual coral bleaching surveys conducted across the Hawaiian Archipelago in 2014, 2015, and 2019. In order to resolve issues of spatial autocorrelation, the surveys were grouped into distinct clusters with a spatial resolution of 1km. The data was stratified across depths to generate metrics for up to three depth bins per cluster: shallow (0-6m), mid (>6-18m), and deep (>18m). This dataset contains environmental data paired for all 2019 observations, used to analyze drivers of the coral bleaching event. No environmental drivers data is included for 2015 and 2014 observations, as the data from these bleaching events was solely used in a temporal analysis comparing the 2014/2015 events to the 2019 event. This dataset also contains weights assigned to each observation (all years) for use in the drivers, temporal and spatial analyses. |
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| identifier | gov.noaa.nodc:0239862 |
| issued | 2021-08-04T00:00:00.000+00:00 |
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"CORAL - BLEACHING",
"laboratory analysis",
"swimmer/diver",
"biological",
"in situ",
"survey - biological",
"survey - coral reef",
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"NOAA Ship Hi'ialakai",
"NOAA Ship Rainier",
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"NOAA Pacific Islands Fisheries Science Center",
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"CORAL REEF STUDIES",
"Coastal Waters of Hawaii",
"Hawaiian Islands Humpback Whale National Marine Sanctuary",
"Kaneohe Bay",
"North Pacific Ocean",
"Papahānaumokuākea Marine National Monument",
"oceanography",
"Arizona State University",
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"Coral Reef Ecosystem Program",
"ESD",
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"Hawai'i Department of Land and Natural Resources Division of Aquatic Resources",
"Hawaii Institute of Marine Biology",
"National Park Service",
"PIFSC",
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"Scripps Institute of Oceanography",
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"31283",
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"Hawaii Coral Bleaching Collaborative (HCBC)",
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"EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat",
"EARTH SCIENCE > Biosphere > Zoology > Corals",
"EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Diseases > Bleaching",
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"EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring > Belt Transect",
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| landingPage | https://www.ncei.noaa.gov/contact |
| language |
[]
|
| license | https://creativecommons.org/publicdomain/zero/1.0/ |
| modified | 2021-09-03T00:00:00.000+00:00 |
| publisher |
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| references |
[
"https://www.fisheries.noaa.gov/inport/item/64324",
"https://www.fisheries.noaa.gov/inport/item/59191"
]
|
| rights | otherRestrictions |
| spatial | -155.0174893,19.07672,-178.383718,28.459215 |
| temporal | 2014-01-01T00:00:00+00:00/2019-12-31T00:00:00+00:00 |
| title | HCBC Analysis Ready Clustered Data from the Hawaiian Archipelago 2019 Bleaching Event (NCEI Accession 0239862) |
