gov.noaa.nodc:0243645 eng utf8 dataset NOAA National Centers for Environmental Information ncei.info@noaa.gov https://www.ncei.noaa.gov/contact HTTPS NOAA Contact Information Information for contacts at NCEI. information custodian 2025-12-14T19:40:53Z ISO 19115-2 Geographic Information - Metadata - Part 2: Extensions for Imagery and Gridded Data ISO 19115-2:2009(E) Images of coral colonies sampled at four time points in 2019: July (prior to bleaching), August (during a coral bleaching event), October (during the post-bleaching recovery period), and December (a cool-water period in which corals had fully recovered from bleaching) (NCEI Accession 0243645) 2021-12-08 publication 2021-11-29 creation NOAA National Centers for Environmental Information gov.noaa.nodc:0243645 NCEI Archive Management System 0243645 NOAA National Centers for Environmental Information ncei.info@noaa.gov https://www.ncei.noaa.gov/contact HTTPS NCEI Contact Information Information for contacts at NCEI. information publisher Anderson B. Mayfield NOAA Atlantic Oceanographic and Meteorological Laboratory (AOML) andersonblairmayfield@gmail.com https://www.aoml.noaa.gov/ HTTPS NOAA Atlantic Oceanographic and Meteorological Laboratory (AOML) website Institution web page information resourceProvider NOAA Atlantic Oceanographic and Meteorological Laboratory (AOML) https://www.aoml.noaa.gov/ HTTPS NOAA Atlantic Oceanographic and Meteorological Laboratory (AOML) website Institution web page information resourceProvider Anderson Mayfield NOAA Atlantic Oceanographic and Meteorological Laboratory (AOML) anderson.mayfield@noaa.gov https://www.aoml.noaa.gov/ HTTPS NOAA Atlantic Oceanographic and Meteorological Laboratory (AOML) website Institution web page information pointOfContact Mayfield, Anderson B. Atlantic Oceanographic and Meteorological Laboratory (AOML) https://www.aoml.noaa.gov/ HTTPS NOAA Atlantic Oceanographic and Meteorological Laboratory (AOML) website Institution web page information author NOAA Atlantic Oceanographic and Meteorological Laboratory (AOML) https://www.aoml.noaa.gov/ HTTPS NOAA Atlantic Oceanographic and Meteorological Laboratory (AOML) website Institution web page information contributor tableDigital Reef-building corals (Orbicella faveolata) were sampled at both inshore (The Rocks and Cheeca Rocks) and offshore reefs (Little Conch and Crocker Reef) under Florida Keys National Marine Sanctuary (FKNMS) permit FKNMS-2019-067 to develop molecular biomarker-based predictive models of coral bleaching susceptibility via hindcasting. By looking at molecular signatures of corals that both did and did not resist bleaching in the months prior to high-temperature events, we can later profile the cellular behavior of corals about which we have no information with respect to resilience and use these models to make conjectures about future bleaching likelihood. The underlying models, which will be submitted as part of a future submission package, feature machine-learning algorithms that relate protein biology to bleaching susceptibility. In this submission, I am providing the images of all sampled corals at each sampling time, as well as the field sampling reports that were provided to the FKNMS office shortly after each field trip. 5-10 coral colonies at each of four reef sites (two inshore -- The Rocks and Cheeca Rocks, and two offshore -- Crocker Reef and Little Conch) were sampled prior to (July), during (August), and after (October and December) a coral bleaching event in 2019 with the goal of developing molecular biomarker-based machine-learning predictive models capable of accurately forecasting resilience. Funding Agency: National Oceanic and Atmospheric Administration completed historicalArchive NOAA National Centers for Environmental Information ncei.info@noaa.gov https://www.ncei.noaa.gov/contact HTTPS NCEI Contact Information Information for contacts at NCEI. information pointOfContact asNeeded https://www.ncei.noaa.gov/access/metadata/landing-page/bin/gfx?id=gov.noaa.nodc:0243645 Preview graphic PNG 0243645 NCEI ACCESSION NUMBER 2021-11-21 publication images theme NODC DATA TYPES THESAURUS camera instrument NODC INSTRUMENT TYPES THESAURUS benthic biological imagery in situ theme NODC OBSERVATION TYPES THESAURUS NOAA Atlantic Oceanographic and Meteorological Laboratory dataCentre NODC COLLECTING INSTITUTION NAMES THESAURUS NOAA Atlantic Oceanographic and Meteorological Laboratory dataCentre NODC SUBMITTING INSTITUTION NAMES THESAURUS CORAL REEF STUDIES project NODC PROJECT NAMES THESAURUS Caribbean Sea place NODC SEA AREA NAMES THESAURUS oceanography theme WMO_CategoryCode 2012-09-15 publication DOC/NOAA/OAR/AOML > Atlantic Oceanographic and Meteorological Laboratory, OAR, NOAA, U.S. Department of Commerce dataCentre Global Change Master Directory (GCMD) Data Center Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords information custodian 'Omics Initiative project Provider Project Names Visual Images > Corals Visual Images > Habitats theme CoRIS Discovery Thesaurus EARTH SCIENCE > Biosphere > Aquatic Habitat > Benthic Habitat EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat EARTH SCIENCE > Biosphere > Zoology > Corals > Bleaching > Bleaching Resistance EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Diseases > Bleaching 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 > Scleractinia (stony corals) EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs EARTH SCIENCE > Oceans > Marine Biology > Coral theme CoRIS Theme Thesaurus CAMERA > CAMERA instrument Global Change Master Directory (GCMD) Instrument Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords information custodian Olympus TG-5 instrument Provider Instruments R/V Cable platform Provider Platform Names COUNTRY/TERRITORY > United States of America > Florida > Monroe County > Cheeca Rocks (24N080W0009) COUNTRY/TERRITORY > United States of America > Florida > Monroe County > Conch Reef (24N080W0011) COUNTRY/TERRITORY > United States of America > Florida > Monroe County > Crocker Control (24N080W0013) OCEAN BASIN > Atlantic Ocean > North Atlantic Ocean > Florida Reef Tract > Upper Florida Keys > Cheeca Rocks (24N080W0009) OCEAN BASIN > Atlantic Ocean > North Atlantic Ocean > Florida Reef Tract > Upper Florida Keys > Conch Reef (24N080W0011) OCEAN BASIN > Atlantic Ocean > North Atlantic Ocean > Florida Reef Tract > Upper Florida Keys > Crocker Control (24N080W0013) place CoRIS Place Thesaurus OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA place Global Change Master Directory (GCMD) Location Keywords 2026 revision 23 Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA) Greenbelt MD https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords HTTPS GCMD Keyword Forum Page Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords information custodian Florida Keys National Marine Sanctuary (FKNMS) place Provider Place Names 0G9CL9 Send2NCEI Submission Package ID accessLevel: Public otherRestrictions Cite as: Mayfield, Anderson B. (2021). Images of coral colonies sampled at four time points in 2019: July (prior to bleaching), August (during a coral bleaching event), October (during the post-bleaching recovery period), and December (a cool-water period in which corals had fully recovered from bleaching) (NCEI Accession 0243645). [indicate subset used]. NOAA National Centers for Environmental Information. Dataset. https://www.ncei.noaa.gov/archive/accession/0243645. Accessed [date]. Distribution liability: NOAA and NCEI make no warranty, expressed or implied, regarding these data, nor does the fact of distribution constitute such a warranty. NOAA and NCEI cannot assume liability for any damages caused by any errors or omissions in these data. If appropriate, NCEI can only certify that the data it distributes are an authentic copy of the records that were accepted for inclusion in the NCEI archives. otherRestrictions Use liability: NOAA and NCEI cannot provide any warranty as to the accuracy, reliability, or completeness of furnished data. Users assume responsibility to determine the usability of these data. The user is responsible for the results of any application of this data for other than its intended purpose. Mayfield, A. B., & Lin, C. (2023). Field-Testing a Proteomics-Derived Machine-Learning Model for Predicting Coral Bleaching Susceptibility. Applied Sciences, 13(3), 1718. https://doi.org/10.3390/app13031718 2023-01-29 publication International DOI Foundation (IDF) https://doi.org/10.3390/app13031718 https://doi.org/10.3390/app13031718 HTTPS https://doi.org/10.3390/app13031718 Related journal article information Mayfield, Anderson B. Coral Reef Diagnostics, Miami, FL 33129, USA author Lin, Chiahsin National Museum of Marine Biology and Aquarium, Checheng 944, Pingtung, Taiwan author MDPI AG publisher documentDigital Applied Sciences 13(3) ISSN 2076-3417, p. 1718 crossReference userGuide eng; USA utf8 environment oceans imageryBaseMapsEarthCover -80.61573 -80.50205 24.89742 24.95375 2019-07-10 2019-12-04 NOAA National Centers for Environmental Information +1-301-713-3277 ncei.info@noaa.gov pointOfContact In most cases, electronic downloads of the data are free. However, fees may apply for custom orders, data certifications, copies of analog materials, and data distribution on physical media. Contact NCEI for other distribution options and instructions. CSV Word JPEG PDF Excel 2028.132 https://www.ncei.noaa.gov/archive/accession/0243645 HTTPS Web browser NCEI Dataset Landing Page Navigate directly to the URL for a descriptive web page with download links. information https://www.ncei.noaa.gov/archive/accession/oas/243645 HTTPS Web browser Descriptive Information Navigate directly to the URL for a descriptive web page with download links. information https://www.ncei.noaa.gov/archive/accession/download/243645 HTTPS Web browser HTTPS Navigate directly to the URL for data access and direct download. download ftp://ftp-oceans.ncei.noaa.gov/nodc/archive/arc0191/0243645/ FTP Any FTP client FTP These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP). download dataset NCEI Accession 0243645 v1.1 was published. 2021-12-08T13:47:27Z NCEI Accession 0243645 v1.1 publication https://www.ncei.noaa.gov/archive/accession/0243645/1.1 HTTPS NCEI Accession 0243645 v1.1 published 2021-12-08T13:47:27Z download dataset Parameter or Variable: images (measured); Units: image (JPEG); Observation Category: in situ; Sampling Instrument: Olympus TG-5 (camera); Sampling and Analyzing Method: Photographs of coral colonies (Orbicella faveolata) were taken before and after sampling to satisfy conditions of permit from the Florida Keys National Marine Sanctuary (permit #FKNMS-2019-067). In certain cases, the reef habitat nearby the sampled colonies was photographed, and these image files have been provided, as well.; Data Quality Method: In certain instances, images were edited (cropped or light-adjusted) in Adobe Photoshop to improve visualization of the sampled corals. asNeeded Metadata are developed, maintained and distributed by NCEI. Updates are performed as needed to maintain currentness. NOAA National Centers for Environmental Information custodian camera camera An instrument for recording images.