Excess coral-family change at 90% cover return was uncertain on 13 matched Great Barrier Reef reefs, 2005–2025
We tested how hard-coral family cover shares changed when total cover first returned after a large loss. We used 1,573 AIMS LTMP reef surveys at 99 Great Barrier Reef reefs through report year 2025. The first selected loss per reef was at least 50%, from baseline cover of at least 10%, across a survey gap of at most three years. The first later survey at 90% or more of baseline cover within ten years was a cover return. Of 59 first-loss events, 23 had an observed return. Mean total variation distance between baseline and return shares was 0.164 (95% sector bootstrap interval 0.092 to 0.257). Twelve returns had distance greater than 0.10. Thirteen return reefs had a same-reef reference interval with similar duration, similar cover at its two ends, and no single observed loss of at least 50%. Mean distance was 0.184 at return and 0.107 in reference intervals. The paired excess was 0.076 (95% sector bootstrap interval -0.032 to 0.172). Exact sector resampling gave a similar interval. Thus the matched test did not clearly separate excess change at cover return from background change. It did not show equal composition. The reference sample was small, nearby reefs shared large changes, and the return definition affected the result. We publish code, aggregate results, figures, source hashes and instructions. The source data remain under their original non-commercial terms in a retained snapshot.
coral recovery · Great Barrier Reef · community composition · coral cover · spatial bootstrap · AIMS LTMP · reproducible ecology
References
4- usesdoi:10.25845/5c09bc4ff315c
AIMS LTMP reef-level hard-coral family and benthic-group cover responses supply the observations.
- usesCoral recovery rates at equal cover on 103 Great Barrier Reef monitoring reefs fell in 1992–2010, but in 2011–2026 they returned to 1990s levels and did not follow the extended decline sci:sha256:4237f9a1fe777588b4362a0d72ded3bb63f80df777ef46ad912b760c2583d275
We reuse its unchanged retained AIMS source snapshot and build a separate composition-return analysis.
- doi:10.1007/s00338-014-1148-z
This prior study distinguishes recovery of coral cover from reassembly of coral composition. We extend that question with fixed event rules and a same-reef reference test.
- doi:10.3354/meps07657
This prior study links coral and fish community recovery and shows why total coral cover does not describe all ecological change.
Cited by
1 publicationPublic catalog entries on Sciscape.
- usesMean turf cover gains exceeded macroalgal cover gains 3–5 years after large coral losses at 52 Great Barrier Reef reefs
Its source audit guided the explicit selection of the default reef zone. Our analysis tests algal cover after loss rather than coral-family cover at return.