gov.noaa.nmfs.inport:64771
eng
UTF8
dataset
CSV Files
Pacific Islands Fisheries Science Center
808-725-5300
1845 Wasp Blvd.
Honolulu
HI
96818
USA
http://www.pifsc.noaa.gov
WWW:LINK-1.0-http--link
Website
Website for this organization
information
8:00 a.m. - 4:30 p.m.
resourceProvider
Olenski, Brooke
brooke.olenski@noaa.gov
pointOfContact
2024-02-29T00:00:00
ISO 19115-2 Geographic Information - Metadata Part 2 Extensions for imagery and gridded data
ISO 19115-2:2009(E)
HCBC 2015 Hawaii Bleaching Analysis Ready Clustered Data
HCBC 2015 Clustered Bleaching Data
2021-09
creation
2021
publication
NOAA/NMFS/EDM
64771
https://www.fisheries.noaa.gov/inport/item/64771
WWW:LINK-1.0-http--link
Full Metadata Record
View the complete metadata record on InPort for more information about this dataset.
information
Pacific Islands Fisheries Science Center
808-725-5360
1845 Wasp Blvd.
Honolulu
HI
96818
pifsc.info@noaa.gov
https://www.pifsc.noaa.gov
WWW:LINK-1.0-http--link
Pacific Islands Fisheries Science Center Website
Pacific Island Fisheries Science Center homepage
information
8:00 a.m. - 4:30 p.m.
originator
tableDigital
The analysis-ready data described here result from performing hierarchical clustering of individual coral bleaching surveys conducted across the Hawaiian Archipelago in 2015. In order to resolve issues of spatial autocorrelation, the surveys were grouped into distinct clusters with a spatial resolution of 1km. This dataset contains environmental data paired for all 2015 observations, used to analyze drivers of the coral bleaching event. This dataset also contains weights assigned to each observation.
Data collected during the 2015 bleaching event in the Hawaiian Archipelago was analyzed to understand drivers of bleaching.
NOAA Fisheries Ecosystem Sciences Division; State of Hawaii Department of Land and Natural Resources Division of Aquatic Resources; Hawaii Institute of Marine Biology; The Nature Conservancy of Hawaii; the University of Hawaii at Manoa; NOAA Hawaiian Islands Humpback Whale National Marine Sanctuary
completed
Oliver, Thomas
(808)725-5444
1845 Wasp Blvd.
Honolulu
HI
96818
thomas.oliver@noaa.gov
pointOfContact
Winston, Morgan S
(808)725-5480
1845 Wasp Blvd.
Honolulu
HI
96818
morgan.winston@noaa.gov
custodian
notPlanned
31075
Coral bleaching assessment and analysis
theme
CRCP Project
Numeric Data Sets > Biology
theme
CoRIS Discovery Thesaurus
EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat
EARTH SCIENCE > Biosphere > Zoology > Corals
EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Diseases > Bleaching
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring > Belt Transect
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > In Situ Biological
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Rapid assessment studies
EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs
EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology
EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Coral Cover
EARTH SCIENCE > Oceans > Marine Biology > Coral
theme
CoRIS Theme Thesaurus
CORAL - BLEACHING
CORAL - SPECIES IDENTIFICATION
REEF AND/OR BOTTOM REGIME - PERCENT COVER
theme
NODC DATA TYPES THESAURUS
survey - biological
survey - swimmer/diver
theme
NODC OBSERVATION TYPES THESAURUS
HIIALAKAI
VARIOUS SMALL VESSELS
theme
NODC PLATFORM NAMES THESAURUS
CORAL REEF STUDIES
Coral Reef Conservation Program
theme
NODC PROJECT NAMES THESAURUS
US DOC; NOAA; NMFS; Pacific Islands Fisheries Science Center; Ecosystem Sciences Division
theme
NODC SUBMITTING INSTITUTION NAMES THESAURUS
COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Hawaii (21N160W0000)
COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Hawaii Island (19N155W0003)
COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Oahu (21N157W0003)
COUNTRY/TERRITORY > United States of America > Hawaii > Maui > Lanai Island (20N156W0002)
COUNTRY/TERRITORY > United States of America > Hawaii > Maui > Maui Island (20N156W0004)
COUNTRY/TERRITORY > United States of America > Hawaiian Islands (21N157W0027)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands (21N157W0027
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Hawaii > Hawaii (21N160W0000)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Hawaii Island > Hawaii Island (19N155W0003)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Lanai Island > Lanai Island (20N156W0002)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Maui Island > Maui Island (20N156W0004)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Oahu Island > Oahu (21N157W0003)
place
CoRIS Place Thesaurus
North Pacific Ocean
place
NODC SEA AREA NAMES THESAURUS
CRED
CREP
Coral Bleaching
Coral Reef Ecosystem Division
Coral Reef Ecosystem Program
DAR
DLNR
Department of Land and Natural Resources
Division of Aquatic Resources
ESD
Ecosystem Sciences Division
HIHWNMS
HIMB
Hawaii Institute of Marine Biology
Hawaiian Islands Humpback Whale National Marine Sanctuary
PIFSC
Photoquadrat Assessments
REA
Rapid Ecological Assessments
TNC
The Nature Conservancy of Hawaii
Towed Diver Surveys
Transect-Intercept Assessments
Video Transects
belt transect
sUAS Photogrammetry
theme
MHI
Main Hawaiian Islands
place
DOC/NOAA/NMFS/PIFSC > Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce
dataCentre
Global Change Master Directory (GCMD) Data Center Keywords
2017-04-24
publication
8.5
Ocean and Climate Change
project
InPort
otherRestrictions
Cite As: Pacific Islands Fisheries Science Center, [Date of Access]: HCBC 2015 Hawaii Bleaching Analysis Ready Clustered Data [Data Date Range], https://www.fisheries.noaa.gov/inport/item/64771.
NOAA provides no warranty, nor accepts any liability occurring from any incomplete, incorrect, or misleading data, or from any incorrect, incomplete, or misleading use of the data. It is the responsibility of the user to determine whether or not the data is suitable for the intended purpose.
otherRestrictions
Access Constraints: None
otherRestrictions
Use Constraints: Please cite the Hawaii Coral Bleaching Collaborative (NOAA Fisheries Ecosystem Sciences Division; State of Hawaii Department of Land and Natural Resources Division of Aquatic Resources; Hawaii Institute of Marine Biology; The Nature Conservancy of Hawaii; the University of Hawaii at Manoa; NOAA Hawaiian Islands Humpback Whale National Marine Sanctuary) when using the data.
Example:
Hawaii Coral Bleaching Collaborative, 2021: 2015 Hawaii Bleaching Analysis Ready Clustered Data, https://www.fisheries.noaa.gov/inport/item/64771.
otherRestrictions
Distribution Liability: While every effort has been made to ensure that these data are accurate and reliable within the limits of the current state of the art, NOAA cannot assume liability for any damages caused by errors or omissions in the data, nor as a result of the failure of the data to function on a particular system. NOAA makes no warranty, expressed or implied, nor does the fact of distribution constitute such a warranty.
unclassified
Not applicable
Not applicable
HCBC 2019 Hawaii Bleaching Analysis Ready Clustered Data
NOAA/NMFS/EDM
64324
crossReference
Hawaii Coral Bleaching Collaborative: surveys for percent of bleached coral cover across the Hawaiian Archipelago from October 02 to November 18, 2015
NOAA/NMFS/EDM
64755
crossReference
NOAA Data Management Plan (DMP)
NOAA/NMFS/EDM
64771
https://www.fisheries.noaa.gov/inportserve/waf/noaa/nmfs/pifsc/dmp/pdf/64771.pdf
WWW:LINK-1.0-http--link
NOAA Data Management Plan (DMP)
NOAA Data Management Plan for this record on InPort.
information
crossReference
eng; US
biota
The raw survey data from the 2015 surveys was originally recorded by each participant of the Hawaii Coral Bleaching Collaborative before being compiled into a single multi-sheet spreadsheet by the NOAA Fisheries Ecosystem Sciences Division.
The survey data was then clustered to a 1km spatial resolution for analysis. Mean values of % bleaching and environmental parameters were calculated per each cluster. See Child Item and Lineage for more details on environmental parameters.
The Main Hawaiian Islands.
-157.9427222
-155.8289395
19.36915
21.48226739
Main Hawaiian Islands (MHI), including Hawaii, Lanai, Maui, and Oahu.
Surveys around the Main Hawaiian Islands during the 2015 bleaching event took place from October 2 to November 18. | Currentness: Ground Condition
2015
false
eng
false
Spreadsheet
2015 Hawaii Bleaching Analysis Ready Data: Observation Entities
2021-10-20
publication
CSV - Comma Separated Values (Text)
National Centers for Environmental Information - Silver Spring, Maryland
(301) 713-3277
NOAA/NESDIS E/OC SSMC3, 4th Floor, 1351 East-West Highway
Silver Spring
MD
20910-3282
distributor
https://accession.nodc.noaa.gov/0241610
WWW:LINK-1.0-http--link
HCBC_2015_ClusteredData.csv
download
dataset
Accuracy
Observations were made by experienced and trained benthic survey personnel. The accuracy of species and genus level identification was high.
Handheld GPS units were used to locate random sites and mark site locations.
Completeness Report
Only shallow water (0 to 30 meter depth range) hard-bottom habitats were surveyed. Randomly selected survey sites were chosen using a systematic process based on available habitat and bathymetric data. Although efforts were made to include broad spatial coverage of surveys at each island, weather conditions and other environmental constraints may affect these efforts.
Conceptual Consistency
Observations made using the same survey method were conducted in a consistent manner, and nuances between survey methods are noted.
Coral bleaching surveys were conducted during the 2015 thermal stress event in the Hawaiian Archipelago. In order to avoid spatial autocorrelation in subsequent analyses, hierarchical clustering was performed to group survey data into distinct clusters with a spatial resolution of 1km. Transformed and scaled weights were assigned per cluster based upon the inverse of the standard error of mean percent bleaching.
This record contains clustered, analysis-ready data for use in investigating drivers of the 2015 bleaching event.
The environmental parameters used in the drivers analysis are as follows:
- Acute Thermal Stress
- Historical Thermal Stress
- Sea Surface Temperature (SST) Variability
- Surface Light (PAR)
- Light Attenuation (kdPAR)
- Proportion of Bleaching Resistant Taxa
- Sewage Effluent
- Agricultural Run-off
- Urban Run-off
- Tourism & Recreation
See Child Item for description and original data source of parameter. Full citations for these data sources can be found under Sources.
Each parameter was assigned to the 2015 survey data (pre-clustering). The mean value of each parameter was then calculated per cluster.
To learn more about the survey approaches and to access the site-level survey data, see Related Items.
Winston, Morgan S
(808)725-5480
morgan.winston@noaa.gov
processor
Cheung, K.F. 2010. WaveWatch III (WW3) Global Wave Model. 1979-2012. Distributed by the Pacific Islands Ocean Observing System (PacIOOS) http://pacioos.org/metadata/ww3_global.html. Accessed 2016-08-31
https://coastwatch.pfeg.noaa.gov/erddap/griddap/NWW3_Global_Best.html
WWW:LINK-1.0-http--link
Source Citation URL
Download for wave action data via Global WaveWatch III.
information
Lecky J (2016) Ecosystem Vulnerability and Mapping Cumulative Impacts on Hawaiian Reefs. MasterĂ¢s thesis, The University of Hawaii at Manoa, Honolulu, Hawaii.
2016-08-01
publication
https://hdl.handle.net/10125/51453
WWW:LINK-1.0-http--link
Source Citation URL
Source Citation URL
information
NASA Goddard Space Flight Center, Ocean Ecology Laboratory, Ocean Biology Processing Group. Moderate-resolution Imaging Spectroradiometer (MODIS) Aqua Photosynthetically Available Radiation Data; NASA OB.DAAC, Greenbelt, MD, USA. doi: data/10.5067/AQUA/MODIS/L3M/PAR/2018. Accessed on 04/30/2021
https://oceanwatch.pifsc.noaa.gov/erddap/griddap/aqua_par_1d_2018_0.html
WWW:LINK-1.0-http--link
Source Citation URL
Download for photosynthetic active radiation (PAR) data.
information
NOAA Coral Reef Watch. 2018. Updated daily. NOAA Coral Reef Watch Version 3.1 Daily Global 5km Satellite Coral Bleaching Degree Heating Week Product, Mar. 25, 1985-Dec. 31, 2019. College Park, Maryland, USA: NOAA Coral Reef Watch. Data set accessed 2020-04-30 at https://coastwatch.pfeg.noaa.gov/erddap/griddap/NOAA_DHW.html.
https://coastwatch.pfeg.noaa.gov/erddap/griddap/NOAA_DHW.html
WWW:LINK-1.0-http--link
Source Citation URL
Data download for degree heating week data, used to measure acute and historical thermal stress.
information
NOAA Coral Reef Watch. 2019. Updated daily. NOAA Coral Reef Watch Version 3.1 Daily 5km Satellite Regional Virtual Station Time Series Data for Hawaii, Mar. 25, 1985-Dec. 31, 2019. College Park, Maryland, USA: NOAA Coral Reef Watch. Data set accessed 2020-04-30 at https://oceanwatch.pifsc.noaa.gov/erddap/griddap/CRW_sst_v1_0.html.
https://coastwatch.pfeg.noaa.gov/erddap/griddap/NOAA_DHW.html
WWW:LINK-1.0-http--link
Source Citation URL
Data download for sea surface temperature (SST) data, also used to calculate SST variability.
information
Son, S. and M. Wang. 2015. Diffuse attenuation coefficient of the photosynthetically available radiation Kd(PAR) for global open ocean and coastal waters. Remote Sensing of Environment 159: 250-258. doi:10.1016/j.rse.2014.12.011, provided by NOAA CoastWatch/OceanWatch. Accessed on 11/12/2020.
https://coastwatch.pfeg.noaa.gov/erddap/griddap/nesdisVHNSQkdparWeekly.html
WWW:LINK-1.0-http--link
Source Citation URL
Download for light attenuation (kdPAR) data.
information
Wedding et al. (2018) Advancing the integration of spatial data to map human and natural drivers on coral reefs. PLOS ONE 13(3): e0189792.
2018-03-01
publication
otherRestrictions
otherRestrictions
Access Constraints: None | Use Constraints: None