gov.noaa.nmfs.inport:36146
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)
National Coral Reef Monitoring Program: Benthic Cover Derived from Analysis of Benthic Images Collected for Climate Stations across the Hawaiian Archipelago since 2013
NCRMP: Benthic Cover at Climate Stations (Image Analysis) Hawaiian Archipelago
2021
revision
2016
publication
NOAA/NMFS/EDM
36146
NOAA
https://doi.org/10.7289/v5f47mff
https://www.fisheries.noaa.gov/inport/item/36146
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
NOAA Coral Reef Conservation Program
(301) 713-3155
1305 East West Highway 10th Floor
Silver Spring
MD
20910-3281
https://coralreef.noaa.gov
WWW:LINK-1.0-http--link
NOAA Coral Reef Conservation Program Website
Link to the NOAA Coral Reef Conservation Program website
information
originator
https://cnso.nova.edu/cpce/
WWW:LINK-1.0-http--link
Coral Point Count with Excel Extensions
Coral Point Count with Excel Extensions (CPCe) Home Page
download
https://coralnet.ucsd.edu/
WWW:LINK-1.0-http--link
CoralNet
CoralNet Home Page
download
https://www.pifsc.noaa.gov/cred/corals.php
WWW:LINK-1.0-http--link
NOAA Fisheries: Coral Reefs in the Pacific
NOAA Fisheries: Coral Reefs in the Pacific website.
download
https://www.coris.noaa.gov/monitoring/
WWW:LINK-1.0-http--link
Coral Reef Information System: NOAA National Coral Reef Monitoring Program
NOAA National Coral Reef Monitoring Program (NCRMP) website.
download
tableDigital
The data described here result from benthic photo-quadrat surveys conducted along transects at climate stations and permanent sites identified by the Ocean and Climate Change team across the Hawaiian archipelago since 2013 . Benthic habitat imagery were quantitatively analyzed using Coral Point Count with Excel extensions (CPCe; Kohler and Gill, 2006) software from 2010-2014 and a web-based annotation tool called CoralNet (Beijbom et al. 2016) from 2015 to present. In general, images are analyzed to produce three functional group levels of benthic cover: Tier 1 (e.g., hard coral, soft coral, macroalgae, turf algae, etc.), Tier 2 (e.g., Hard Coral = massive, branching, foliose, encrusting, etc.; Macroalgae = upright macroalgae, encrusting macroalgae, bluegreen macroalgae, and Halimeda, etc.), and Tier 3 (e.g., Hard Coral = Astreopora sp, Favia sp, Pocillopora, etc.; Macroalgae = Caulerpa sp, Dictyosphaeria sp, Padina sp, etc.).
Climate stations are 3-4 sites per island that were selected in a stratified random fashion to be roughly equally spaced around the island, along the 15 m contour, on hard bottom, and at least 1 km away from a river mouth or embayment. Once selected we assess multiple features of the coral reef environment including in-situ temperature (STR), seawater carbonate, net carbonate accretion (CAU), and bioerosion (BMU). In 2013 and 2016, cryptobiota diversity (ARMS) was also assessed.
These data can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive.
The NOAA National Coral Reef Monitoring Program (NCRMP) details a long term approach to provide an ecosystem perspective via monitoring climate, fish, benthic, and socioeconomic variables in a consistent and integrated manner. The NCRMP is intended to coordinate various NOAA Coral Reef Conservation Program (CRCP) biological, physical, and human dimensions activities into a cohesive NOAA-wide effort. Through the implementation of the NCRMP, NOAA will be able to clearly and concisely communicate results of national-scale monitoring to national, state, and territorial policy makers, resource managers, and the public on a periodic basis.
PIFSC Coral Reef Ecosystem Program and funded by the NOAA Coral Reef Conservation Program
onGoing
Vargas-Angel, Bernardo
(808)725-5423
1845 Wasp Blvd.
Honolulu
HI
96818
bernardo.vargasangel@noaa.gov
pointOfContact
Vargas-Angel, Bernardo
(808)725-5423
1845 Wasp Blvd.
Honolulu
HI
96818
bernardo.vargasangel@noaa.gov
custodian
asNeeded
743
National Coral Reef Monitoring Program
theme
CRCP Project
Numeric Data Sets > Benthic
theme
CoRIS Discovery Thesaurus
EARTH SCIENCE > Biosphere > Aquatic Habitat > Benthic Habitat
EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat
EARTH SCIENCE > Biosphere > Microbiota > Blue-green Algae
EARTH SCIENCE > Biosphere > Vegetation > Algae > Algal Cover
EARTH SCIENCE > Biosphere > Vegetation > Algae > Crustose Coralline Algae
EARTH SCIENCE > Biosphere > Vegetation > Algae > Encrusting Macroalgae
EARTH SCIENCE > Biosphere > Vegetation > Algae > Turf Algae
EARTH SCIENCE > Biosphere > Zoology > Corals
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Baseline studies
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Quadrat Monitoring > Photograph Analysis
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring > Belt Transect
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring > Point Counts
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > In Situ Biological
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Photographic Analysis
EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Rapid Assessment Studies
EARTH SCIENCE > Biosphere > Zoology > Mollusks > Tridacna
EARTH SCIENCE > Biosphere > Zoology > Sponges
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 > Benthic biology
EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Coral Cover
EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Hard Coral Cover
EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Hard Coral Cover Live percentage
EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Octocoral Cover
EARTH SCIENCE > Oceans > Marine Biology > Coral
EARTH SCIENCE > Oceans > Marine Biology > Coral Communities
EARTH SCIENCE > Oceans > Marine Biology > Marine Invertebrates
EARTH SCIENCE > Oceans > Marine Biology > Marine Invertebrates > Macroinvertebrates
EARTH SCIENCE > Oceans > Marine Biology > Marine Plants > Seagrass
theme
CoRIS Theme Thesaurus
REEF AND/OR BOTTOM REGIME - PERCENT COVER
theme
NODC DATA TYPES THESAURUS
laboratory analyses
theme
NODC OBSERVATION TYPES THESAURUS
HI'IALAKAI
OSCAR ELTON SETTE
RAINIER
theme
NODC PLATFORM NAMES THESAURUS
CORAL REEF STUDIES
Coral Reef Conservation Program
National Coral Reef Monitoring Program
theme
NODC PROJECT NAMES THESAURUS
US DOC; NOAA; NMFS; Pacific Islands Fisheries Science Center; Ecosystem Sciences Division; Coral Reef Ecosystem Program
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 > Hawaii > Kauai Island (22N159W0001)
COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Molokai Island (21N157W0001)
COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > French Frigate Shoals (24N166W0001)
COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Kure Atoll (28N178W0001)
COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Lisianski Island (25N173W0001)
COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Northwestern Hawaiian Islands (28N178W0000)
COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Oahu (21N157W0003)
COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Pearl and Hermes Reef (27N176W0001)
COUNTRY/TERRITORY > United States of America > Hawaii > Kauai > Niihau Island (21N160W0001)
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 > Kauai Island > Kauai Island (22N159W0001)
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 > Molokai Island > Molokai Island (21N157W0001)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Niihau Island > Niihau Island (21N160W0001)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Oahu Island > Oahu (21N157W0003)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands (28N178W0000)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > French Frigate Shoals (24N166W0001)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Kure Atoll (28N178W0001)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Lisianski Island (25N173W0001)
OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Pearl and Hermes Reef (27N176W0001)
place
CoRIS Place Thesaurus
North Pacific Ocean
Papahanaumokuakea Marine National Monument
place
NODC Sea Area Names Thesaurus
CRED
CREP
Coral Reef Ecosystem Division
Coral Reef Ecosystem Program
ESD
Ecosystem Sciences Division
PIFSC
Pacific Islands Fisheries Science Center
theme
MHI
Main Hawaiian Islands
NWHI
Northwestern 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
Hawaiian Archipelago
project
InPort
otherRestrictions
Cite As: Pacific Islands Fisheries Science Center, [Date of Access]: National Coral Reef Monitoring Program: Benthic Cover Derived from Analysis of Benthic Images Collected for Climate Stations across the Hawaiian Archipelago since 2013 [Data Date Range], https://www.fisheries.noaa.gov/inport/item/36146.
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 NOAA Fisheries Ecosystem Sciences Division (ESD) when using the data.
Example:
Ecosystem Sciences Division; Pacific Islands Fisheries Science Center (2021). National Coral Reef Monitoring Program: Benthic Percent Cover Derived from Analysis of Benthic Images Collected for Climate Stations across the Hawaiian Archipelago since 2013. NOAA's National Center for Environmental Information, https://www.fisheries.noaa.gov/inport/item/36146.
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
National Coral Reef Monitoring Program: Benthic Cover Derived from Analysis of Benthic Images Collected during Stratified Random Surveys (StRS) across the Hawaiian Archipelago from 2013 to 2019
NOAA/NMFS/EDM
36155
crossReference
National Coral Reef Monitoring Program: Benthic Cover Derived from Analysis of Benthic Images Collected for Climate Stations across American Samoa since 2015
NOAA/NMFS/EDM
25383
crossReference
National Coral Reef Monitoring Program: Benthic Cover from Annotated Benthic Images Collected During Photoquadrat Surveys at Climate Stations across the Mariana Archipelago since 2014
NOAA/NMFS/EDM
36147
crossReference
National Coral Reef Monitoring Program: Benthic Cover from Annotated Benthic Images Collected During Photoquadrat Surveys at Climate Stations across the Pacific Remote Island Areas since 2014
NOAA/NMFS/EDM
36148
crossReference
National Coral Reef Monitoring Program: Benthic Images Collected from Climate Stations across the Hawaiian Archipelago since 2013
NOAA/NMFS/EDM
36143
crossReference
NOAA Data Management Plan (DMP)
NOAA/NMFS/EDM
36146
https://www.fisheries.noaa.gov/inportserve/waf/noaa/nmfs/pifsc/dmp/pdf/36146.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
PIFSC Oracle database view: MV_BIA_CNET_ANALYSIS_DATA (CoralNet) / MV_BIA_PERC_COVER_PHOTO_CLI_RW (CPCe)
Hawaiian Archipelago including the main and Northwestern Hawaiian Islands.
-178.383718
-166.11682
23.627917
28.459215
Northwestern Hawaiian Islands (NWHI), including French Frigate, Kure, Lisianski, and Pearl & Hermes.
-160.23392
-154.8176
18.968567
22.168448
Main Hawaiian Islands (MHI), including Hawaii, Kauai, Maui, Oahu, Molokai, Niihau, and Lanai.
MHI RAMP 2013 | Currentness: Ground Condition
2013-08-03
2013-08-23
NWHI RAMP 2013 | Currentness: Ground Condition
2013-09-18
Shore-based surveys of Oahu | Currentness: Ground Condition
2013-10-22
2013-10-30
Northwestern Hawaiian Islands mission (Kure) | Currentness: Ground Condition
2013-07-12
2013-07-14
NWHI RAMP 2013 | Currentness: Ground Condition
2013-09-05
2013-09-13
MHI RAMP 2016 | Currentness: Ground Condition
2016-07-17
2017-08-23
NWHI RAMP 2016 | Currentness: Ground Condition
2016-09-21
MHI RAMP 2019 | Currentness: Ground Condition
2019-04-26
2019-08-05
NWHI RAMP 2019 | Currentness: Ground Condition
2019-08-27
2019-09-04
The National Coral Reef Monitoring Program (NCRMP) is a framework for conducting sustained observations of biological, climate, and socioeconomic indicators at 10 priority coral reefs across the U.S. and its territories. This integrated approach will consolidate monitoring of coral reefs under a uniform method in the Pacific, Atlantic, Caribbean, and the Gulf of Mexico for the first time. NCRMP is funded by the CRCP and supported by NOAA Fisheries, NOAA National Centers for Coastal Ocean Science (NCCOS), and many other partners. The Coral Reef Ecosystem Program (CREP), now know as the Ecosystem Sciences Division (ESD), at NOAA Fisheries is leading biological monitoring in the U.S. Pacific Islands Region.
The biological component of NCRMP in the Pacific provides a triennial ecological characterization at a broad spatial scale of general reef condition for reef fishes, corals and benthic habitat (i.e., fish species composition/density/size, benthic cover, and coral density/size/condition). Each year, CREP [ESD] scientists work closely with CRCP and local partners to collect biological data on fish populations and coral reef communities from strategically selected sites during Reef Assessment and Monitoring Program (RAMP) missions. Innovative analysis techniques are then used to develop products that give fellow scientists, managers, decision makers and the public a better understanding of a region’s resources and how they are changing over time.
false
eng
false
Data Table
Data File
Benthic_Cover
2021-07-30
publication
Benthic Image analysis classification scheme
2021-07-30
publication
CSV - Comma Separated Values (Text)
CSV - Comma Separated Values (Text)
CSV - Comma Separated Values (Text)
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/0157720
WWW:LINK-1.0-http--link
MV_BIA_CNET_ANALYSIS_DATA HAWAII 2013.csv
Image analysis data derived from photoquadrat benthic images at NCRMP climate stations and permanent sites across the Hawaiian archipelago in 2013 by the NOAA Coral Reef Ecosystem Program (CREP), now know as the Ecosystem Sciences Division (ESD).
download
https://accession.nodc.noaa.gov/0164294
WWW:LINK-1.0-http--link
MV_BIA_CNET_ANALYSIS_DATA HAWAII 2016.csv
Image analysis data derived from photoquadrat benthic images at NCRMP climate stations and permanent sites across the Hawaiian archipelago in 2016 by the NOAA Coral Reef Ecosystem Program (CREP), now know as the Ecosystem Sciences Division (ESD).
download
https://accession.nodc.noaa.gov/0240338
WWW:LINK-1.0-http--link
MHI_2019_CLIMATE_BENTHIC_COVER.csv
Image analysis data derived from photoquadrat benthic images at NCRMP climate stations and permanent sites across the Main Hawaiian Islands in 2019 by the NOAA Ecosystem Sciences Division (ESD)
download
https://accession.nodc.noaa.gov/0240338
WWW:LINK-1.0-http--link
NWHI_2019_CLIMATE_BENTHIC_COVER.csv
Image analysis data derived from photoquadrat benthic images at NCRMP climate stations and permanent sites across the Northwest Hawaiian Islands in 2019 by the NOAA Ecosystem Sciences Division (ESD)
download
dataset
Accuracy
Data sets derived from image analysis are highly reliable within the stipulated taxonomic context. Each time a production run is performed for a region, a calibration exercise is conducted by all staff that will participate in that round of image analysis classification. Usually 100-150 photos are selected from the photos being processed as part of the production run series, or other region-relevant photo streams. Then, CPCE or CoralNet assigns 10 random points per photo. Each photo analyst is asked to classify the same set of points in each of the photos used as part of the calibration exercise. The goal of the calibration exercise is to assess inter-observer variability. Inter-observer variability rates are available upon request for each production run.
Handheld GPS units were used to locate and mark site locations.
Comparability
Survey transects were appropriately marked to allow direct, site-level temporal comparisons.
Completeness Measure
Complete; photoquads were taken at all sites surveyed. The data set derived from the annotated images is as good as the images themselves; poor images with low contrast, inappropriate white balance, or out of focus may have been discarded. Therefore, total annotations for some sites may have differing number of points between sites (300 annotations are expected per site if there were 30 photographs and 10 point analyzed per photograph). Although the analysis process is statistically robust to allow for differing n (points) between sites, users should be aware of this limitation.
Completeness Report
Only shallow water (0 to 30 meter depth range) hard-bottom habitats are surveyed.
Classification is completed to the functional group/genus level (Tier 3).
The data set derived from the image analysis is as good as the images themselves; poor images with low contrast, inappropriate white balance, or out of focus may have to be discarded. Therefore, percent cover estimates for some sites may derive from differing number of points between sites. Although the analysis process is statistically robust to allow for differing n (points) between sites the users should be aware of this limitation.
Conceptual Consistency
Training modules and standard operating procedures have been developed and documented to ensure improved performance and consistent imagery analysis results produced by multiple analysts.
Benthic photographs were collected during photoquadrat surveys conducted at permanent sites and climate stations in coral reef habitats by the PIFSC Ecosystem Sciences Division. The imagery was later analyzed using Coral Point Count with Excel Extentions (CPCe; 2014 and prior) or CoralNet (starting in 2015) to generate benthic community data.
The benthic photoquadrat imagery that are collected as part of the Climate Station surveys are analyzed by using Coral Point Count with Excel extensions (CPCe; Kohler and Gill 2006) software through 2014 or by using the web-based annotation tool CoralNet (Beijbom et al. 2015) from 2015 to present. CPCe or CoralNet assigns 10 random points per photo and the benthic elements falling directly underneath each point is identified to three functional group levels: Tier 1 (e.g. hard coral, soft coral, macroalgae, turf algae, etc.), Tier 2 (e.g. Hard coral by morphology = massive, branching, foliose, encrusting, etc.; Macroalgae = upright macroalgae, encrusting macroalgae, bluegreen macroalgae, and Halimeda, etc.), and Tier 3 (e.g. Hard coral by genus and morphology; Macroalgae by genus or grouped genera). The detailed list of each functional group level or tier is included in the benthic image analysis classification scheme.
Vargas-Angel, Bernardo
(808)725-5423
bernardo.vargasangel@noaa.gov
processor
Raw survey data includes unique image name and individual point observations identified at three functional group levels of benthic cover with the corresponding physical data which reflect the description of the site. The physical data for all records includes the following: region, island, site, date (day, month, year), latitude (dd), longitude (dd), reef zone, habitat type, depth category, minimum depth and maximum depth.
Source Contribution: Research article, RE: CoralNet
Beijbom, Oscar, Peter J. Edmunds, Chris Roelfsema, Jennifer Smith, David I. Kline, Benjamin P. Neal, Matthew J. Dunlap, et al. 2015. “Towards Automated Annotation of Benthic Survey Images: Variability of Human Experts and Operational Modes of Automation.” Edited by Chaolun Allen Chen. PLOS ONE 10 (7): e0130312.
2015-07-08
publication
PLOS ONE
https://doi.org/10.1371/journal.pone.0130312
WWW:LINK-1.0-http--link
PLOS ONE
Source Citation URL
information
publisher
Source Contribution: Research article, RE: CPCe
Kohler, Kevin E., and Shaun M. Gill. 2006. “Coral Point Count with Excel Extensions (CPCe): A Visual Basic Program for the Determination of Coral and Substrate Coverage Using Random Point Count Methodology.” Computers & Geosciences 32 (9): 1259–69.
2006-11-01
publication
ScienceDirect Computers & Geosciences
https://doi.org/10.1016/j.cageo.2005.11.009
WWW:LINK-1.0-http--link
ScienceDirect
Source Citation URL
information
publisher
Lozada-Misa P, Schumacher BD, Vargas-Angel B. 2017. Analysis of benthic survey images via CoralNet : a summary of standard operating procedures and guidelines. Pacific Islands Fisheries Science Center, PIFSC Administrative Report, H-17-02, 169 p.
2017-01-31
publication
Pacific Islands Fisheries Science Center, PIFSC
https://doi.org/10.7289/V5/AR-PIFSC-H-17-02
WWW:LINK-1.0-http--link
NOAA Institutional Repository
The NOAA Fisheries, Ecosystem Sciences Division benthic image analysis SOP using CoralNet.
information
originator
otherRestrictions
otherRestrictions
Access Constraints: None | Use Constraints: None