Evidence map›Paper›PMID 40686369›Full record

ArticleEnvironmental science & technology2025

Impacts of the 2023 Marine Heatwave in the Florida Keys: Detection and Analysis of a Mass Coral Bleaching Event Using Spaceborne Remote Sensing Imagery.

Mariam Ayad, Christine M Lee, James W Porter, Ved Chirayath, Camilla L Nivison, Kelsey M Vaughn, Raphael Kudela

Abstract read
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Article in Environmental science & technology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Mariam AyadDepartment of Ocean Sciences, University of California, Santa Cruz, Santa Cruz, California 95064, United States.ORCID 0000-0003-3590-9348
Christine M LeeJet Propulsion Laboratory, California Institute of Technology, Pasadena, California 91011, United States.
James W PorterOdum School of Ecology, University of Georgia, Athens, Georgia 30602, United States.
Ved ChirayathRosenstiel School of Marine, Atmospheric, and Earth Science, University of Miami, Miami, Florida 33149, United States.
Camilla L NivisonOdum School of Ecology, University of Georgia, Athens, Georgia 30602, United States.
Kelsey M VaughnOdum School of Ecology, University of Georgia, Athens, Georgia 30602, United States.
Raphael KudelaDepartment of Ocean Sciences, University of California, Santa Cruz, Santa Cruz, California 95064, United States.ORCID 0000-0002-8640-1205

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Coral reefs are facing several stressors, such as increases in sea surface temperature, eutrophication, and hurricanes, resulting in reef-decline worldwide. In the Florida Keys, these stressors, especially elevated temperatures, have triggered widespread coral bleaching as well as a cascade of simultaneous negative impacts, such as increased disease, accelerated reef erosion, and severe ecosystem degradation. In the summer of 2023, the Florida Keys and the Caribbean experienced a mass bleaching event due to a record-breaking marine heatwave with ocean temperatures exceeding 38 °C. This study investigates whether remote sensing using Planet's SuperDove sensor could detect this mass coral bleaching event at Horseshoe Reef and Cheeca Rocks in the Florida Keys. We validated these data using several sources: NOAA photomosaic data, NASA airborne fluid lensing from two campaigns (before and during bleaching), and underwater orthomosaic data from July 2023. We were able to detect a signal change using the SuperDove sensor between healthy and bleached coral. Bleached corals have a higher reflectance in SuperDove's band 2 (492 nm) compared to healthy coral. The results of this study supports the use of Planet's SuperDove satellite imagery for long-term monitoring of coral bleaching, though confirmation with high-resolution refraction-free data are still needed.

Indexed as

Coral BleachingRemote Sensing TechnologyAnimalsAnthozoaCoral ReefsEcosystemEnvironmental MonitoringFloridaHot Temperaturechange detectioncoral bleachingcoral reefFlorida Keysplanet SuperDoveremote sensing

Identifiers

PMID40686369
PMCPMC12312086

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.