Predicted Habitat Suitability for Leptoseris in the Au'au Channel Region
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Metadata:
- Identification_Information:
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- Citation:
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- Citation_Information:
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- Originator:
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Pacific Islands Benthic Habitat Mapping Center (PIBHMC), Coral Reef Ecosystem Division (CRED), Pacific Islands Fisheries Science Center (PIFSC), National Marine Fisheries Service (NMFS), National Oceanic and Atmospheric Administration (NOAA)
- Originator:
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NOAA National Centers for Coastal Ocean Science (NCCOS) Biogeography Branch
- Publication_Date: 20120601
- Title:
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Predicted Habitat Suitability for Leptoseris in the Au'au Channel Region
- Online_Linkage:
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http://www.soest.hawaii.edu/pibhmc/cms/data-by-location/main-hawaiian-islands/maui/optical/
- Description:
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- Abstract:
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This raster denotes predicted habitat suitability for Leptoseris in the Au'au Channel region.
Maximum Entropy (MaxEnt) modeling software was used to create this ensemble model, which is an
average of 10 model replicates. MaxEnt works by analyzing the distribution of environmental variables
where species are present, so it can find other areas that meet all of the same environmental constraints.
Georeferenced records containing information about mesophotic coral occurrence and environmental
predictors describing the seafloors depth, vertical structure, available light, surface temperature,
currents and distance from shoreline were used to train MaxEnt. Model performance and accuracy were
assessed using Receiver Operating Characteristic (ROC) Area Under the Curve (AUC) and a randomly chosen,
spatially independent data subset. The average test AUC for this predictive ensemble model was 0.93,
and the producers accuracy of this ensemble predictive model was 78.2% (when the habitat suitability
threshold = 0.2). The habitat suitability threshold of 0.2 represents the sum of the maximum ROC
sensitivity and specificity values. Extreme care should be taken when selecting a habitat suitability
threshold because it affects the probability of correctly identifying the presence and absence of
mesophotic corals. For more information describing how this predictive surface was developed and its
limitations, please see the following website: https://coastalscience.noaa.gov/projects/detail?key=48
This dataset is located between the islands of Maui, Lanai, Molokai and Kahoolawe, and includes the
Au'au Channel as well as parts of the Kealaikahiki, Alalakeiki and Kalohi Channels.
- Purpose:
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This dataset describes the predicted distribution of Leptoseris in the Au'au Channel region in the Main
Hawaiian Islands (MHI). Leptoseris are mesophotic hard corals, which are light-dependent corals adapted
to the low light conditions at approximately 30 to 150 m in depth. Several physical factors potentially
influence their spatial distribution, including aragonite saturation, alkalinity, pH, currents, water
temperature, hard substrate availability and the availability of light at depth. Mesophotic corals and
mesophotic coral ecosystems (MCEs) have increasingly been the subject of scientific study because they
are being threatened by a growing number of anthropogenic stressors. They are the focus of this spatial
modeling effort because the Hawaiian Islands Humpback Whale National Marine Sanctuary (HIHWNMS) is exploring
the expansion of its scope beyond the protection of the North Pacific Humpback Whale (Megaptera novaeangliae)
to include the conservation and management of these ecosystem components. The present study helps to address
this need by examining the distribution of mesophotic corals in the Au'au Channel region.
- Supplemental_Information:
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This map presents data published in the following report: Costa, B.M., M.S. Kendall, J. Rooney, M. Chow,
J. Lecky, F.A. Parrish, A. Montgomery, R.C. Boland, and H. Spalding. 2012. Prediction of Mesophotic Coral
Distributions in the Au'au Channel, Hawaii. NOAA Technical Memorandum NOS NCCOS 149. Prepared by the NCCOS
Center for Coastal Monitoring and Assessment Biogeography Branch. Silver Spring, MD. 44 pp., available
on https://coastalscience.noaa.gov/projects/detail?key=48
- Time_Period_of_Content:
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- Time_Period_Information:
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- Range_of_Dates/Times:
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- Beginning_Date: 20120208
- Ending_Date: 20120208
- Currentness_Reference: ground condition
- Status:
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- Progress: Complete
- Maintenance_and_Update_Frequency: As needed
- Spatial_Domain:
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- Bounding_Coordinates:
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- West_Bounding_Coordinate: -157.155969
- East_Bounding_Coordinate: -156.159430
- North_Bounding_Coordinate: 21.089436
- South_Bounding_Coordinate: 20.459897
- Keywords:
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- Theme:
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- Theme_Keyword_Thesaurus: NCEI Geoportal Filter
- Theme_Keyword: CoRIS_Metadata
- Theme:
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- Theme_Keyword_Thesaurus: CRCP Project
- Theme_Keyword: 467
- Theme_Keyword:
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Benthic Habitat Mapping and Characterization in the Pacific Islands Region
- Theme:
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- Theme_Keyword_Thesaurus: CoRIS Discovery Thesaurus
- Theme_Keyword: Map Images > Habitats
- Theme:
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- Theme_Keyword_Thesaurus: CoRIS Theme Thesaurus
- Theme_Keyword:
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EARTH SCIENCE > Biosphere > Zoology > Corals > Photic Zone Corals
- Theme_Keyword: EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs
- Theme_Keyword:
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EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Habitats
- Theme_Keyword:
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EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Hard Coral Cover
- Theme_Keyword: EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat
- Theme_Keyword:
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EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Mapping
- Theme_Keyword:
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EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Mapping > Habitat Mapping
- Theme_Keyword:
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EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Marine Protected Areas
- Theme:
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- Theme_Keyword_Thesaurus: None
- Theme_Keyword: Bathymetry
- Theme_Keyword: Multibeam sonar
- Theme_Keyword: Geographic Information > Reef Locations
- Theme_Keyword: Map Images > Coral Mapping
- Theme_Keyword: Map Images > Habitats
- Theme_Keyword: Numeric Data Sets > Habitats
- Theme_Keyword: Visual Images > Corals
- Theme_Keyword: biota (002)
- Theme_Keyword: environment (007)
- Theme_Keyword: oceans (014)
- Theme:
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- Theme_Keyword_Thesaurus: ISO 19115 Topic Category
- Theme_Keyword: biota
- Theme_Keyword: 002
- Theme_Keyword: environment
- Theme_Keyword: 007
- Theme_Keyword: oceans
- Theme_Keyword: 014
- Place:
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- Place_Keyword_Thesaurus: None
- Place_Keyword: Maui
- Place_Keyword: Main Hawaiian Islands
- Place_Keyword: United States of America
- Place:
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- Place_Keyword_Thesaurus: CoRIS Place Thesaurus
- Place_Keyword:
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OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands (21N157W0027)
- Place_Keyword:
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OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Auau Channel > AuAu Channel (20N156W0027)
- Place_Keyword:
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OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Maui Island > Maui Island (20N156W0004)
- Place_Keyword:
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COUNTRY/TERRITORY > United States of America > Hawaii > Maui > Maui Island (20N156W0004)
- Place_Keyword:
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COUNTRY/TERRITORY > United States of America > Hawaiian Islands (21N157W0027)
- Place_Keyword:
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COUNTRY/TERRITORY > United States of America > Hawaii > Auau Channel > AuAu Channel (20N156W0027)
- Place:
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- Place_Keyword_Thesaurus: CoRIS Region
- Place_Keyword: MHI
- Access_Constraints: none
- Use_Constraints:
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These data were prepared by an agency of the United States Government. Neither the United States Government
nor any agency thereof, nor any of their employees, make any warranty, expressed or implied, or assumes any legal liability or
responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed in
this report, or represents that its use would not infringe privately owned rights. Reference therein to any specific commercial
product, process, or service by trade name, trademark, manufacturer, or otherwise does not necessarily constitute or imply its
endorsement, recommendation, or favoring by the United States Government or any agency thereof. Any views and opinions of
authors expressed herein do not necessarily state or reflect those of the United States Government or any agency thereof. No
warranty, expressed or implied, is made by the U.S. Government as to the accuracy of the data and/or related materials.
The act of distribution shall not constitute any such warranty, and no responsibility is assumed by the U.S. Government in the
use of these data or related materials.
- Point_of_Contact:
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- Contact_Information:
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- Contact_Organization_Primary:
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- Contact_Organization:
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Pacific Islands Benthic Habitat Mapping Center (PIBHMC), Coral Reef Ecosystem Division (CRED), Pacific Islands Fisheries Science Center (PIFSC), National Marine Fisheries Service (NMFS), National Oceanic and Atmospheric Administration (NOAA)
- Contact_Address:
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- Address_Type: mailing and physical
- Address: NOAA IRC
- Address: NMFS/PIFSC/CRED
- Address: 1845 WASP Blvd., Building 176
- City: Honolulu
- State_or_Province: HI
- Postal_Code: 96818
- Country: USA
- Contact_Voice_Telephone: 808 725-5360
- Contact_Electronic_Mail_Address: nmfs.pic.credinfo@noaa.gov
- Contact_Instructions: e-mail preferred
- Browse_Graphic:
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- Browse_Graphic_File_Name:
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http://www.soest.hawaii.edu/pibhmc/MHI_images/MAI_PredictedLeptoseris_445.jpg
- Browse_Graphic_File_Description: Layout of data on original satellite imagery
- Browse_Graphic_File_Type: JPEG
- Data_Set_Credit: PIBHMC, CRED, PIFSC, NOAA, NCCOS, CCMA, JIMAR and HMRG
- Security_Information:
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- Security_Classification_System: Not applicable
- Security_Classification: Unclassified
- Security_Handling_Description: Not applicable
- Distribution_Information:
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- Distributor:
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- Contact_Information:
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- Contact_Organization_Primary:
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- Contact_Organization:
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Pacific Islands Benthic Habitat Mapping Center (PIBHMC), Coral Reef Ecosystem Division (CRED), Pacific Islands Fisheries Science Center (PIFSC), National Marine Fisheries Service (NMFS), National Oceanic and Atmospheric Administration (NOAA)
- Contact_Address:
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- Address_Type: mailing and physical
- Address: NOAA IRC
- Address: NMFS/PIFSC/CRED
- Address: 1845 WASP Blvd., Building 176
- City: Honolulu
- State_or_Province: HI
- Postal_Code: 96818
- Country: USA
- Contact_Voice_Telephone: 808 725-5360
- Contact_Electronic_Mail_Address: nmfs.pic.credinfo@noaa.gov
- Contact_Instructions: e-mail preferred
- Resource_Description: Downloadable Data
- Distribution_Liability:
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These data are not to be used for navigational purposes.
NOAA makes no warranty regarding these data, expressed or
implied, nor does the fact of distribution constitute such a
warranty. NOAA cannot assume liability for any damages caused by
any errors or omissions in these data, nor as a result of the
failure of these data to function on a particular system.
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- Network_Address:
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- Network_Resource_Name:
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ftp://ftp.soest.hawaii.edu/pibhmc/website/data/mhi/optical/mai/MAI_PredictedLeptoseris.jpg
- Fees: None
- Metadata_Reference_Information:
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- Metadata_Date: 20190605
- Metadata_Review_Date: 20120813
- Metadata_Contact:
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- Contact_Information:
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- Contact_Organization_Primary:
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- Contact_Organization:
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Pacific Islands Benthic Habitat Mapping Center (PIBHMC), Coral Reef Ecosystem Division (CRED), Pacific Islands Fisheries Science Center (PIFSC), National Marine Fisheries Service (NMFS), National Oceanic and Atmospheric Administration (NOAA)
- Contact_Address:
-
- Address_Type: mailing and physical
- Address: NOAA IRC
- Address: NMFS/PIFSC/CRED
- Address: 1845 WASP Blvd., Building 176
- City: Honolulu
- State_or_Province: HI
- Postal_Code: 96818
- Country: USA
- Contact_Voice_Telephone: 808 725-5360
- Contact_Electronic_Mail_Address: nmfs.pic.credinfo@noaa.gov
- Contact_Instructions: e-mail preferred
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- Metadata_Standard_Version: FGDC-STD-001-1998
- Metadata_Time_Convention: Universal Time
- Metadata_Access_Constraints: None
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- CoRIS:
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- CoRIS_ID: 20120813094050
- CoRIS_Children: None
- CoRIS_Beginning_Date: 20120208
- CoRIS_Ending_Date: 20120208
- CoRIS_Metadata_Link:
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https://www.coris.noaa.gov/metadata/records/html/mai_predictedleptoseris.html
- CoRIS_Tracking_ID: 6523
Generated by mp version 2.9.48 on Thu Apr 18 11:01:26 2024