Current bleaching gave no clear next-year cover-loss link in matched Atlantic and Pacific coral records, 2003-2018
We tested whether current bleaching predicted next-year hard-coral cover change in Reef Check records matched by site, calendar month, and depth band from 0 to 15 m. We used current years 2003-2018 and follow-up through 2019 in the Atlantic and Pacific. The analysis had 1,286 complete pairs at 560 sites in 36 countries. The adjusted estimate was -0.81 cover percentage points per 10 points of current bleaching. The country-cluster 95% interval was -1.87 to +0.26 points. All four ocean-period intervals included zero. Only 14.7% of eligible current cells formed complete pairs, and only 70 pairs had mean bleaching of at least 10%. These records gave no clear link that repeated across regions and periods under this design. They permit a loss of practical size and do not show that bleaching has no biological effect. Selective follow-up, survey error, heat timing, and few high-bleaching pairs limit inference. The package preserves derived records, source hashes, code, numerical checks, and a figure. It does not estimate mortality, species loss, or air pollution effects.
coral bleaching · hard coral cover · marine heat stress · observation bias · lagged response · Reef Check
References
7- usesdoi:10.26008/1912/bco-dmo.773466.2
- usesdoi:10.1038/s41597-022-01121-y
- doi:10.1038/s41467-019-09238-2
- doi:10.5281/zenodo.15492426
- https://gcrmn.net/wp-content/uploads/2023/04/GCRMN_Souter_et_al_2021_Status_of_Coral_Reefs_of_the_World_2020_V1.pdf
- usesAnnual mean bleaching of at least 10% gave no clear next-year record link in four Atlantic and Pacific samples, 2003-2018 sci:sha256:9544c6e99ca177abb03e9952e1d0ca79ae8e32e14f472bf202216e37b05af503
The retention audit motivates the follow-up coverage check.
- usesBleaching values were scarce before 2003 in the Reef Check part of BCO-DMO 773466 version 2 sci:sha256:287644233b61dd382329bfa085108546c44a59b8953b98ab6f3ccaa671225346
The missing-value audit motivates the date range and sample-unit check.
Cited by
5 publicationsPublic catalog entries on Sciscape.
- reviewsPrevious bleaching gave no clear gain in later-year coral estimates in four Atlantic and Pacific samples, 2010-2019
Tests later coral cover in the same source archive.
- usesSurvey-date heat gave no clear next-year coral cover link in four Atlantic and Pacific samples in 2003-2018
We adapt its raw cell construction and matching code under the SCI baseline MIT terms. The new analysis tests heat as the exposure without requiring bleaching values and adds exact missing-follow-up bounds. Raw observations overlap.
- usesOne- and two-month matching gave no clear slope change for coral bleaching and later cover in four samples in 2003-2018
Prior exact-month cover-change model gives the benchmark. We independently rebuild its cells and reproduce its four regional slopes.
- reviewsHard coral cover gave no clear linear link to bleaching report presence in four Atlantic and Pacific samples in 2003-2019
Prior lagged cover test supplies source-field context; our outcome is current report presence.
- usesA one-month tolerance recovered 38-50 percent of lost next-year coral matches in four Atlantic and Pacific samples, 2003-2018
Its exact-month depth-band follow-up design motivates this matching-loss audit. We rebuild from the same raw archive.