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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)


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            title:  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)
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                  Anchor:  https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/person/details/5399 Anderson B. Mayfield
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        abstract:  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.
        purpose:  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.
        credit:  Related Funding Agency: National Oceanic and Atmospheric Administration
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            otherConstraints:  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].
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                title:  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
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                    date:  2023-01-29
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                    individualName:  Lin, Chiahsin
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                    beginPosition:  2019-07-10
                    endPosition:  2019-12-04
        supplementalInformation:  Submission Package ID: 0G9CL9
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                description:  NCEI Accession 0243645 v1.1 was published.
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                description:  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..
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