Figures
Abstract
The increased frequency and intensity of marine heatwaves (MHWs) induced by continued global warming are the greatest threat to tropical coral reefs, causing mass bleaching events and widespread mortality of reef building corals. In 2023, the isolated and well-protected reefs around Little Cayman experienced a MHW of > 17 Degree Heating Weeks (DHW), far exceeding any DHW measure previously captured. During the peak of the heatwave, ~ 80% of all corals were either bleached or showing signs of mortality. On the final survey date ~54% of all corals surveyed were recorded as dead. However, we identified significant differences in bleaching susceptibility and mortality across taxonomic groups, related to different life history strategies. Notably, weedy coral taxa such as Agaricia spp., Porites astreoides, and Porites porites, experienced high bleaching and suffered extensive mortality. Meanwhile, stress-tolerant reef building taxa such as Orbicella spp., experienced bleaching, but suffered low mortality. Given Little Cayman reefs have not been exposed to previous thermal stress events, the highly sensitive weedy taxa disproportionately contributed to coral abundance. Thus, the occurrence of a high magnitude – long duration heatwave resulted in catastrophic mortality of corals in Little Cayman, despite ~57% of the coastal environment being classified as no-take Marine Protected Areas. These findings underscore that the global stressor of global climate change, which drives MHWs, cannot be mitigated by local protection and isolation, thus highlighting the need to directly tackle the cause of coral decline (i.e., global climate change).
Citation: Doherty ML, Johnson JV, Goodbody-Gringley G (2025) Widespread coral bleaching and mass mortality during the 2023–2024 marine heatwave in Little Cayman. PLoS One 20(5): e0322636. https://doi.org/10.1371/journal.pone.0322636
Editor: Parviz Tavakoli-Kolour,, University of the Ryukyus, JAPAN
Received: January 24, 2025; Accepted: March 25, 2025; Published: May 2, 2025
Copyright: © 2025 Doherty et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All relevant data for this study are publicly available from the Zenodo repository (https://doi.org/10.5281/zenodo.15057986).
Funding: Funding for this work was provided by the UK Government through Darwin Plus (Ref: DPLUS162) to GG-G, as well as from Walkers (Cayman) LLP, and CCMI’s 2023 Healthy Reef sponsors, which include Fosters Supermarket, Cayman Islands Department of Tourism, Aureum Re, and Island Heritage. No additional external funding was received for this study. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Since 1955, the oceans have absorbed approximately 93% of the excess heat generated by greenhouse gas emissions, which has significantly impacted marine environments [1,2]. This warming has exacerbated the frequency and intensity of El Niño-Southern Oscillation (ENSO) events contributing to an increased intensity and frequency of marine heatwaves (MHWs) [3]. These events are characterised by warm sea surface temperatures that last from days to months and can extend over a large spatial range [4]. In 2023, global temperatures were 1.48 °C higher compared to the 20th century average as a result of continued global warming and ENSO events [5].
Over the past 30 years, average coral cover on tropical reefs worldwide has declined from ~60% to < 20% [6–14]. While there are numerous local causes of coral loss (e.g., pollution, destructive fishing practices, tourism, etc.), the single most detrimental stressor to date is thermal stress from anomalous heating events (i.e., heatwaves) and its associated complications (i.e., bleaching, disease, reduced calcification etc.; [12,15,16]. Scleractinian corals live close to their thermal maximum, and thus even slight increases in temperatures can lead to the loss of autotrophic symbionts (dysbiosis) in a process known as coral bleaching [17–19]. Prolonged periods of bleaching may ultimately lead to coral mortality. Many species are reliant on translocated photosynthate from endosymbiotic dinoflagellates in the family Symbiodiniaceae to meet the majority of their metabolic demands [20]. As global temperatures continue to rise, so too does the frequency, intensity, and duration of coral bleaching [12,21].
The first widespread bleaching event was documented during the 1982–83 ENSO [22,23], with the first global bleaching event occurring in 1998 impacting coral cover across all tropical locations [24–26]. A subsequent global bleaching event occurred in 2010. Another ENSO driven event occurred just four year later, spanning 2014–2016, and became the most severe and widespread bleaching event on record [27]. In the Spring of 2024 as the impacts of the El Nino event began to impact the Southern Hemisphere, the fourth Global Bleaching Event was announced [28].
While previous global bleaching events have impacted the Cayman Islands, long term monitoring data from Little Cayman Island indicated sustained coral cover of roughly 22% between 1999–2019 [29,30]. This stability suggests these reefs were less impacted than others across the region, which was suggested to be in response to strong local protection measures and low human population. However, in 2023, sea surface temperatures in Little Cayman exceeded all previous records, reaching an unprecedented 17.55 Degree Heating Week. In response to these increasing temperatures, we began a series of surveys across several sites around Little Cayman, where roughly 57% of the nearshore environment is under full no-take protection. This provided a rare opportunity to assess bleaching dynamics and associated coral mortality within an ecosystem largely free from local anthropogenic stressors.
Method
Study site
The Cayman Islands are located 200 miles northwest of Jamaica and 150 miles south of Cuba in the Caribbean Sea and are comprised of three main islands: Grand Cayman, Cayman Brac, and Little Cayman. Little Cayman (Fig 1A), located 80 miles northeast of Grand Cayman, is the smallest and least developed of the three islands with an area of roughly 26km2 and a population of 160 permanent residents. Of the 45 km of shoreline, 74.2% is designated as marine protected areas with roughly 57% under full No-Take protection by the Cayman Islands government [31].
Survey sites from East to West are Meadows (19.69195° N, -80.06870° W), Jigsaw (19.671472° N, -80.103389° W), and Martha’s Finyard (19.68677° N, -80.05860° W). (B) shows Little Caymans thermal history from 1999–2023 based on degree heating weeks (DHW) for every year during the same survey as 2023. DHW values were obtained from the NOAA Coral Reef Watch 5km product suite [33], using Jigsaw as the reference site. Dashed vertical lines represent 4 and 8 DHW, typical predictors of widespread bleaching, and bleaching induced mortality.
The island is surrounded by a fringing reef system that transitions from spur and groove formations to a fore reef wall, which exceeds 2000m depth. Three sites were surveyed on the north side of Little Cayman; Martha’s Finyard (15m depth), Jigsaw (15m depth), and Meadows (6m depth), arranged from east to west respectively (Fig 1A). All sites feature coral assemblages dominated by weedy taxa such as Agaricia spp. and Porites astreoides and experience similar seasonal variations in temperature and light with periodic storm surges throughout the year. All surveys were conducted under blanket permits for non-extractive coral research, issued by the Cayman Islands Department of Environment. No corals were collected, removed, or manipulated during the study.
Temperature stress accumulation
To predict mass bleaching events, Degree Heating Weeks (DHW) can be used as a key global indicator, with one DHW quantified as a sustained increase of 1°C above the long-term average temperature for the warmest month in a specific area [34]. The coordinates for Little Cayman were specified to the site Jigsaw (19.671480, -80.103380), selected as the central East to West study site. For each date in this study, as well as historical data, DHWs were extracted from NOAA’s Coral Reef Watch 5km product suite ([33]; Fig 1B) using the above co-ordinates.
Survey methods
At each site, a single 30m transect was surveyed using the coral health monitoring protocol as described in [35]. Surveys were repeated bi-weekly (weather dependent), from July 18, 2023, to Jan 31, 2024, to ensure capture of peak bleaching (the timepoint at which the number of bleached colonies surveyed was at its highest), peak mortality (the timepoint at the number of recently dead colonies surveyed was at its highest), as well as recovery. To facilitate repeated surveys without permanent markers, transects were laid from a set starting point and followed the same compass heading at each subsequent time point. Surge and currents naturally moved the transects, causing fluctuations in exact positioning of transects between surveys and thus the same individual colonies were not necessarily assessed on each survey. As such, mortality rates were assessed as cumulative over the course of the survey period, with the total number of recently dead colonies increasing throughout the study.
During each survey, corals within 1m to the right of the transect from the starting point were identified to species level. Exceptions to this were Agaricia spp, Scolymia spp, and Mycetophyllia spp, which were identified to genus due to the challenges of accurate species level identification without genetic analysis. Colony size was measured as maximum height and maximum diameter and put into the following size classes (cm), based on the maximum measurement between either category: 1–4 (juvenile), 1–4 (isolate), 5–10, 11–20, 21–40, 41–80, 80 + . Juveniles are defined as coral recruits larger than 1 cm, while isolates refer to remnants of older colonies which persist after partial mortality.
Colony health assessment
Colony health was assessed and categorised into one or more of the following conditions: colour loss (paling or bleaching), discoloration, growth anomalies, tissue loss (percentage and pattern of lesions noted), partial mortality (visually estimated with a percentage), and total mortality, as described by Harper [35]. Paling refers to a reduction in pigmentation due to a decrease in Symbiodiniaceae, while bleaching refers to a complete loss in Symbiodiniaceae resulting in a stark white appearance with living tissue covering the skeleton. Discolouration refers to abnormal pigmentation that does not fall under paling or bleaching, such as darkening. Growth anomalies are abnormal skeletal formations which appear as tumour like morphotypes on coral tissue. Tissue loss refers to the absence of live coral tissue, exposing fresh skeleton, which may be surrounded by healthy coral, or a progressing band of affected tissue. Mortality was identified by the complete absence of living tissue, leaving behind bare skeleton that is often overgrown by algae.
Statistical analysis
Data handling and analyses were conducted using R 4.4.1 [36]. To statistically assess changes in coral health throughout the survey period, Generalised Additive Models (GAMs) were used for each health category, with time (survey period) as the predictor. The four GAMs were specified with a beta distribution as % of each health condition represent proportional data, with p-value corrections using the conservative Bonferonni adjustment. Models included the random effect of site to account for site-scale variation in health conditions. GAMs were constructed using the ‘MGCV’ package [37]. Generalised Linear Models (GLMs) specified with a beta distribution were used to statistically assess the influence of DHW on proportion of coral bleaching and coral health, constructed with the ‘betareg’ package [38]. A GLM was also used to assess the change in coral abundance over the survey period, specified with a Poisson distribution as these data are counts. Comparisons between species for bleaching and mortality were statistically compared using a Kruskal-Wallis test given the data did not meet assumptions of a normal distribution. Post-hoc pairwise comparisons were made using a Dunns test from the FSA package [39]. P-values were not adjusted post-hoc as we only had 3 replicates at the time for mean maximum bleaching providing insufficient statistical power for p-value corrections. A Mann-Whitney U test was used to compare bleaching and mortality between different coral life history strategies.
Results
Coral bleaching impacts peaked on the 20th of September 2023 with only 7.38% ± 0.57 (SE) % of all corals remaining healthy, meaning 92.62% of all corals were either bleached, or experiencing mortality. Whole colony mortality of corals peaked after the marine heatwave had subsided on the 31st of January 2024, with 53.65 ± 5.77 (SE) % of coral colonies on our original transects dead. Healthy corals were at their lowest frequency during the end of September through to the end of October 2023, coinciding with the peak of thermal stress. The mean lowest percent of healthy corals occurred on the 20th of September 2023, with only 7.38 ± 0.57 (SE) % of corals not experiencing either bleaching or mortality (Fig 2A). Coral bleaching significantly increased as thermal stress (DHW) increased (GLM, estimate = 1.55, Z = 5.551, p < 0.001, Fig 2B). Mean abundance of corals significantly declined during the survey period (estimate = -0.2, Z = 11.06, p < 0.001, Fig 2C), while the proportion of healthy corals also significantly decreased as DHW increased (estimate = -0.214, Z = -7.3, p < 0.001, Fig 2D).
Points represent the overall percentage of corals in each condition category for each site. Lines depict the non-linear trend based on a Generalized Additive Model. (B) The percent of corals bleached at each site in response to Degree Heating Weeks (DHW). Linear trend fitted with a beta regression, with ribbons showing the standard error (SE). (C) Coral abundance at each site throughout the survey period. Linear trend from a Generalized Linear Model parameter with a Poisson family distribution. Ribbons show 95% confidence intervals. (D) Percent of healthy corals in relation to DHW throughout the survey period, with linear trend from a beta regression, and ribbons showing SE.
Species specific bleaching and mortality
Coral bleaching (Kruskal = Wallis, χ2 = 37.606, df = 18, p = 0.004) and coral mortality (χ2 = 33.868, df = 18, p = 0.013) varied significantly between species (Fig 3). A full breakdown of pairwise comparisons for species are available for coral bleaching in S2 Table in S1 File, and for mortality in S3 Table in S1 File.
Mean was calculated from the maximum percent at the three sites, with error bars showing standard error. Colours display the relative coral abundance (%) from surveys.
Several coral species experienced 100% coral bleaching, including the critical Caribbean reef building species Orbicella annualris. From the most abundant corals in Little Cayman, making up 43.56% of all corals surveyed, Agaricia spp., experienced 98.98±0.59 (SE) % bleaching leading to 94.65 ± 2.92 (SE) % mortality by the end of the survey period. The second most abundant species, P. astreoides experienced 78.44 ± 5.89 (SE) % bleaching, but in contrast only suffered 26.5 ± 4.86 (SE) % mortality. All coral species/genera surveyed across these transects experienced bleaching, except for Dichocoenia stokesii, and 13 out of 19 suffered some level of mortality (Table 1).
Coral life history strategy
No significant relationship existed between the mean maximum percent mortality and mean maximum percent bleaching (Fig 4). This was consistent overall, and for both weedy and stress tolerant coral species. Weedy coral species generally experienced high bleaching and high mortality, while stress tolerant species experienced high bleaching but high survival (Fig 4).
Points with labels show the species codes, with the full list of codes and their corresponding species in Table 1. Colours represent the species growth form. The dashed vertical line depicts the mean maximum bleaching for species, while the dashed horizontal line shows the mean maximum mortality of coral species.
Mean maximum bleaching did not differ based on life history strategy. However, mortality was significantly higher for weedy corals compared to stress-tolerant corals (Man-Whitney U, W = 9, p = 0.012, Fig 5).
Black solid line depicts degree heating weeks throughout the survey period. (C) shows compares the maximum bleaching (%) between weedy and tolerant coral species, while (D) shows maximum mortality (%). Points represent species specific values, the boxes are the 1st (Q1) and 3rd (Q3) interquartile range, black vertical bar is the median, while whiskers show the maximum values calculated at 1.5 x the interquartile range.
Discussion
The reef system in Little Cayman is well documented to exhibit relatively high coral cover compared to the Caribbean that has been stable at roughly 22–24% since recurrent surveying began in 1999 [30]. This stability is often attributed to the high degree of marine protection in Little Cayman, which encompasses 74.2% of the shoreline, which is well above the United Nations suggested 30% by 2030 [40]. However, local protection and high coral cover do not provide refuge to the extreme heat waves caused by human induced climate change [41–43]. Our results document catastrophic coral loss with ~80% of corals bleached at the peak of the event and ~ 54% experiencing whole colony mortality at the end of the study.
Reef-building corals live close to their physiological thermal maximum, and as a result, warming of 1°C or more above local mean monthly maxima can cause bleaching, tissue loss, or whole-colony mortality [44,45]. The likelihood of coral bleaching increases with rising temperature stress, yet this response depends both on the scale and duration of the heating event [46–48], as well as the thermal history of the location [49–51]. In fact, several studies have found that previous experiences can shape the susceptibility of corals to bleaching (e.g., [52]). For example, a history of high temperature variability was found to decrease bleaching susceptibility [21,50,53], while repetitive high intensity and high frequency temperature stress events result in severe bleaching [21,54]. Coral bleaching has occurred in Little Cayman previously [55], yet mortality did not ensue, and the thermal stress was far below the 4DHW threshold when using contemporary satellite data (Fig 1B). Prior to 2023, Little Cayman had never experienced an event exceeding 4 DHW, with the second strongest event occurring in 2015 at 3.52 DHW [56]. Stress events exceeding 8 DHW is when mass bleaching is expected to occur [57,58], making the 17.55 DHW experienced in 2023 extreme by comparison. Thus, the lack of historical exposure to extreme heat waves may have left the reefs of Little Cayman stable with high coral cover and abundance, yet less resilient to bleaching impacts [52].
As expected, the bleaching event in Little Cayman had significant impacts that differed among taxonomic groups (genera and species). For example, slow growing, stress-tolerant reef-building taxa (e.g., Orbicella spp.) experienced extensive bleaching, but low mortality, suggesting high potential to recover from thermal stress. Such resilience of key reef building taxa provides positive implications for persistence of coral reefs through continued global warming. Yet, taxa highly susceptible to thermally induced bleaching such as Agaricia spp., Porites porites, and Mycetophyllia spp. showed extremely high levels of bleaching (>95%) and high mortality. Given these taxa are often fast growing, and prolific recruiters, they disproportionately contribute to the raw abundance of corals throughout Little Cayman’s coral reefs (see Fig 3). Thus, the occurrence of what was previously an unprecedented MHW of over 17 DHW in Little Cayman resulted in catastrophic levels of coral mortality. As such, it is likely the coral community composition of Little Cayman may be permanently altered by this bleaching event as the oceans continue to warm [59], likely transitioning into low coral cover states dominated by slow growing stress tolerant coral taxa rather than highly abundant weedy species [60].
Overall, the 2023 MHW has profoundly impacted the coral reef communities of Little Cayman, marking a significant ecological shift. Given the historical data from similar events in other Caribbean locations, the prospects for recovery of these reefs appear grim. Previously recognized by UNESCO as among the healthiest in the Caribbean [40], Little Cayman reefs are now likely to mirror the degraded systems observed across the region (e.g.,: [61–63]). Importantly, the extensive marine protected areas that encompass nearly 75% of the nearshore environment were unable to buffer these reefs from this extreme MHW. While several studies have touted local protection, limited development, and reduced human population as mechanisms to increase reef resilience (i.e., [64,65]), the results reported here suggest that no degree of local protection can safeguard corals from the future increases in seawater temperature expected with global climate change.
Supporting information
S1 File. Supplementary Figures and Tables.
Includes S1 Table (GAM model outputs for coral conditions), S2 Table (pairwise comparisons of bleaching severity), S3 Table (pairwise comparisons of mortality), and S1 Fig (overview of coral conditions and Degree Heating Weeks).
https://doi.org/10.1371/journal.pone.0322636.s001
(DOCX)
Acknowledgments
The authors would like to thank Leah Harper for training and advice regarding the MarineGEO coral health protocol, and contribution to data collection. We would also like the thank Professor Mark Briffa and Dr Euan Mortlock for advice on alternate statistical options. Thanks to Dr Rose Griffith for advice regarding statistical analysis. Finally, we would like to thank Balti Von Huene, Haley Davis, and Lucas Le Gall for countless hours assisting in the field, and Liv Barnett and Leon Schlenger for assistance with data entry.
References
- 1. Anderson TR, Hawkins E, Jones PD. CO2, the greenhouse effect and global warming: from the pioneering work of Arrhenius and Callendar to today’s Earth System Models. Endeavour. 2016;40(3):178–87. pmid:27469427
- 2. Gleckler PJ, Durack PJ, Stouffer RJ, Johnson GC, Forest CE. Industrial-era global ocean heat uptake doubles in recent decades. Nature Clim Change. 2016;6(4):394–8.
- 3. Cetina‐Heredia P, Allende‐Arandía ME. Caribbean marine heatwaves, marine cold spells, and co‐occurrence of bleaching events. J Geophys Res: Oceans. 2023;128(10).
- 4. Frölicher TL, Fischer EM, Gruber N. Marine heatwaves under global warming. Nature. 2018;560(7718):360–4. pmid:30111788
- 5. Copernicus Climate Change Service. 2024. Available from: https://climate.copernicus.eu/copernicus-2023-hottest-year-record.
- 6. Gardner TA, Côté IM, Gill JA, Grant A, Watkinson AR. Long-term region-wide declines in Caribbean corals. Science. 2003;301(5635):958–60. pmid:12869698
- 7. Bruno JF, Selig ER. Regional decline of coral cover in the Indo-Pacific: timing, extent, and subregional comparisons. PLoS One. 2007;2(8):e711. pmid:17684557
- 8. Schutte V, Selig E, Bruno J. Regional spatio-temporal trends in Caribbean coral reef benthic communities. Mar Ecol Prog Ser. 2010;402:115–22.
- 9. De’ath G, Fabricius KE, Sweatman H, Puotinen M. The 27-year decline of coral cover on the great barrier reef and its causes. Proc Natl Acad Sci U S A. 2012;109(44):17995–9. pmid:23027961
- 10. Cai W, Borlace S, Lengaigne M, van Rensch P, Collins M, Vecchi G, et al. Increasing frequency of extreme El Niño events due to greenhouse warming. Nature Clim Change. 2014;4(2):111–6.
- 11. Eddy TD, Cheung WWL, Bruno JF. Historical baselines of coral cover on tropical reefs as estimated by expert opinion. PeerJ. 2018;6:e4308. pmid:29379692
- 12. Hughes TP, Anderson KD, Connolly SR, Heron SF, Kerry JT, Lough JM, et al. Spatial and temporal patterns of mass bleaching of corals in the Anthropocene. Science. 2018;359(6371):80–3. pmid:29302011
- 13. Silbiger NJ, Goodbody-Gringley G, Bruno JF, Putnam HM. Comparative thermal performance of the reef-building coral Orbicella franksi at its latitudinal range limits. Mar Biol. 2019;166(10).
- 14. Edgar GJ, Stuart-Smith RD, Heather FJ, Barrett NS, Turak E, Sweatman H, et al. Continent-wide declines in shallow reef life over a decade of ocean warming. Nature. 2023;615(7954):858–65. pmid:36949201
- 15. Harvell CD, Mitchell CE, Ward JR, Altizer S, Dobson AP, Ostfeld RS, et al. Climate warming and disease risks for terrestrial and marine biota. Science. 2002;296(5576):2158–62. pmid:12077394
- 16. Courtney TA, Lebrato M, Bates NR, Collins A, de Putron SJ, Garley R, et al. Environmental controls on modern scleractinian coral and reef-scale calcification. Sci Adv. 2017;3(11):e1701356. pmid:29134196
- 17. Fitt W, Brown B, Warner M, Dunne R. Coral bleaching: interpretation of thermal tolerance limits and thermal thresholds in tropical corals. Coral Reefs. 2001;20(1):51–65.
- 18. Suggett DJ, Smith DJ. Coral bleaching patterns are the outcome of complex biological and environmental networking. Glob Chang Biol. 2020;26(1):68–79. pmid:31618499
- 19. Warner ME, Fitt WK, Schmidt GW. Damage to photosystem II in symbiotic dinoflagellates: a determinant of coral bleaching. Proc Natl Acad Sci U S A. 1999;96(14):8007–12. pmid:10393938
- 20. Douglas AE. Coral bleaching--how and why? Mar Pollut Bull. 2003;46(4):385–92. pmid:12705909
- 21. Sully S, Burkepile DE, Donovan MK, Hodgson G, van Woesik R. A global analysis of coral bleaching over the past two decades. Nat Commun. 2019;10(1):1264. pmid:30894534
- 22. Glynn PW. Widespread coral mortality and the 1982–83 El Niño warming event. Envir Conserv. 1984;11(2):133–46.
- 23. Lasker HR, Peters EC, Coffroth MA. Bleaching of reef coelenterates in the San Blas Islands, Panama. Coral Reefs. 1984;3(4):183–90.
- 24. Aronson R, Precht W, Toscano M, Koltes K. The 1998 bleaching event and its aftermath on a coral reef in Belize. Mar Biol. 2002;141:435–47.
- 25. Glynn P, Mate J, Baker A, Calderón M. Coral bleaching and mortality in Panama and Ecuador during the 1997-1998 El Niño-Southern Oscillation event: spatial/temporal patterns and comparisons with the 1982-1983 event. Bull Mar Sci. 2001;69:79–109.
- 26. Goreau T, McClanahan T, Hayes R, Strong A. Conservation of coral reefs after the 1998 global bleaching event. Conserv Biol. 2000;14(1):5–15.
- 27. Eakin CM, Sweatman HPA, Brainard RE. The 2014–2017 global-scale coral bleaching event: insights and impacts. Coral Reefs. 2019;38(4):539–45.
- 28. NOAA National Centers for Environmental Information. 2024. Available from: https://www.ncei.noaa.gov/access/monitoring/monthly-report/global/202313
- 29. Manfrino C, Jacoby CA, Camp E, Frazer TK. A positive trajectory for corals at Little Cayman Island. PLoS One. 2013;8(10):e75432. pmid:24130710
- 30.
Goodbody-Gringley G, Manfrino C. Coral reef resilience over two decades at Little Cayman Island. Central Caribbean Marine Institute. 2020;11.
- 31. Doherty ML, Chequer AD, Mass T, Goodbody-Gringley G. Phenotypic variability of Montastraea cavernosa and Porites astreoides along a depth gradient from shallow to mesophotic reefs in the Cayman Islands. Coral Reefs. 2024;43(5):1173–87.
- 32. Massicotte P, South A. rnaturalearth: World Map Data from Natural Earth. 2025. Available from: https://github.com/ropensci/rnaturalearth,
- 33. Liu G, Heron S, Eakin C, Muller-Karger F, Vega-Rodriguez M, Guild L, et al. Reef-scale thermal stress monitoring of Coral ecosystems: new 5-km global products from NOAA Coral Reef watch. Remote Sensing. 2014;6(11):11579–606.
- 34. Glynn PW, D’Croz L. Experimental evidence for high temperature stress as the cause of El Niño-coincident coral mortality. Coral Reefs. 1990;8:181–91.
- 35.
Harper L. MarineGEO coral reef habitat monitoring protocol. Smithsonian Environmental Research Center. 2021. doi:10.25573/serc.14714175.v1
- 36. Team RC. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2024. Available from: https://www.R-project.org/
- 37. Wood SN. Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. J R Stat Soc Series B: Stat Method. 2010;73(1):3–36.
- 38. Cribari-Neto F, Zeileis A. Beta Regression inR. J Stat Softw. 2010;34(2).
- 39. Ogle DH, Doll JC, Wheeler AP, Dinno A. FSA: Simple Fisheries Stock Assessment Methods. 2023. Available from: https://CRAN.R-project.org/package=FSA.
- 40.
UNESCO UWH. Little Cayman marine parks and protected areas. In: UNESCO World Heritage Centre [Internet]. [cited 13 Dec 2024]. Available from: https://whc.unesco.org/en/tentativelists/6690/.
- 41. Bruno JF, Bates AE, Cacciapaglia C, Pike EP, Amstrup SC, van Hooidonk R, et al. Climate change threatens the world’s marine protected areas. Nature Clim Change. 2018;8(6):499–503.
- 42. Johnson JV, Dick JTA, Pincheira-Donoso D. Marine protected areas do not buffer corals from bleaching under global warming. BMC Ecol Evo. 2022;22:58.
- 43. Selig ER, Casey KS, Bruno JF. Temperature‐driven coral decline: the role of marine protected areas. Glob Change Biol. 2012;18(5):1561–70.
- 44. Hoegh-Guldberg O. Climate change, coral bleaching and the future of the world’s coral reefs. Mar Freshwater Res. 1999 [cited 23 Aug 2024. ].
- 45. Baker AC, Glynn PW, Riegl B. Climate change and coral reef bleaching: An ecological assessment of long-term impacts, recovery trends and future outlook. Estuarine Coastal Shelf Sci. 2008;80(4):435–71.
- 46. Brown BE, Dunne RP, Edwards AJ, Sweet MJ, Phongsuwan N. Decadal environmental ‘memory’ in a reef coral? Mar Biol. 2014;162(2):479–83.
- 47. Hughes TP, Kerry JT, Baird AH, Connolly SR, Chase TJ, Dietzel A, et al. Global warming impairs stock-recruitment dynamics of corals. Nature. 2019;568(7752):387–90. pmid:30944475
- 48. Putnam HM, Barott KL, Ainsworth TD, Gates RD. The vulnerability and resilience of Reef-Building Corals. Curr Biol. 2017;27(11):R528–40. pmid:28586690
- 49. Guest JR, Baird AH, Maynard JA, Muttaqin E, Edwards AJ, Campbell SJ, et al. Contrasting patterns of coral bleaching susceptibility in 2010 suggest an adaptive response to thermal stress. PLoS One. 2012;7(3):e33353. pmid:22428027
- 50. Safaie A, Silbiger NJ, McClanahan TR, Pawlak G, Barshis DJ, Hench JL, et al. High frequency temperature variability reduces the risk of coral bleaching. Nat Commun. 2018;9(1):1671. pmid:29700296
- 51. Thompson DM, van Woesik R. Corals escape bleaching in regions that recently and historically experienced frequent thermal stress. Proc Biol Sci. 2009;276(1669):2893–901. pmid:19474044
- 52. Osman EO, Smith DJ, Ziegler M, Kürten B, Conrad C, El-Haddad KM, et al. Thermal refugia against coral bleaching throughout the northern Red Sea. Glob Chang Biol. 2018;24(2):e474–84. pmid:29044761
- 53. Oliver TA, Palumbi SR. Do fluctuating temperature environments elevate coral thermal tolerance? Coral Reefs. 2011;30(2):429–40.
- 54. Ainsworth TD, Heron SF, Ortiz JC, Mumby PJ, Grech A, Ogawa D, et al. Climate change disables coral bleaching protection on the Great Barrier Reef. Science. 2016;352(6283):338–42. pmid:27081069
- 55. van Hooidonk RJ, Manzello DP, Moye J, Brandt ME, Hendee JC, McCoy C, et al. Coral bleaching at Little Cayman, Cayman Islands 2009. Estuarine Coastal Shelf Sci. 2012;106:80–4.
- 56.
Watch NOAACR, daily. NOAA Coral Reef Watch Version 3.1 Daily Global 5km Satellite Coral Bleaching Degree Heating Week Product. 2018;3. Available from: ftp://ftp.star.nesdis.noaa.gov/pub/sod/mecb/crw/data/5km/v3.1/nc/v1.0/daily/dhw/.
- 57. Donner SD, Skirving WJ, Little CM, Oppenheimer M, Hoegh-Guldberg O. Global assessment of coral bleaching and required rates of adaptation under climate change. Glob Chang Biol. 2005;11(12):2251–65. pmid:34991281
- 58. Kayanne H. Validation of degree heating weeks as a coral bleaching index in the northwestern Pacific. Coral Reefs. 2016;36(1):63–70.
- 59. Storto A, Yang C. Acceleration of the ocean warming from 1961 to 2022 unveiled by large-ensemble reanalyses. Nat Commun. 2024;15(1):545. pmid:38228601
- 60. Edmunds PJ. Why keep monitoring coral reefs? BioScience. 2024;74(8):552–60.
- 61. Edmunds PJ. Decadal-scale time series highlight the role of chronic disturbances in driving ecosystem collapse in the Anthropocene. Ecology. 2024;105(8):e4360. pmid:38899537
- 62. Alves C, Valdivia A, Aronson RB, Bood N, Castillo KD, Cox C, et al. Twenty years of change in benthic communities across the Belizean Barrier Reef. PLoS One. 2022;17(1):e0249155. pmid:35041688
- 63. Hughes TP. Catastrophes, phase shifts, and large-scale degradation of a Caribbean coral reef. Science. 1994;265(5178):1547–51. pmid:17801530
- 64. Sandin SA, Smith JE, Demartini EE, Dinsdale EA, Donner SD, Friedlander AM, et al. Baselines and degradation of coral reefs in the Northern Line Islands. PLoS One. 2008;3(2):e1548. pmid:18301734
- 65. Knowlton N, Jackson JBC. Shifting baselines, local impacts, and global change on coral reefs. PLoS Biol. 2008;6(2):e54. pmid:18303956