Moderate turbidity did not show a consistent heat buffer in repeat-site coral surveys from 1998 to 2019
We tested whether moderate water turbidity reduced the link between heat stress and coral bleaching. We used repeat-year Reef Check surveys from the Global Coral-Bleaching Database, version 2. The model used 5,974 site-month records at 1,305 sites. It controlled for site, ocean-year, ocean-month, and depth. The heat slope in the published moderate turbidity range was 3.65 percentage points lower per four degree-heating weeks than in clearer water. The nominal 95% interval was -7.45 to 0.15 points. Four separate Atlantic and Pacific period samples did not give a common negative contrast after correction for four tests. The Indian Ocean contrast changed sign under month matching and used few heated records. The pooled contrast remained uncertain with month matching, local year controls, another heat measure, and removal of extreme heat doses. These data permit a heat buffer but do not establish a general effect. Nonrandom surveys, fixed broad-scale turbidity, few region clusters, and unmeasured coral composition limit inference. Air pollution and species loss were not measured.
coral bleaching · turbidity · heat stress · observation bias · regional replication · uncertainty
References
5- reviewsdoi:10.1111/gcb.14948
The reported moderate turbidity range defines our modifier contrast; this is a different model on overlapping observations.
- usesHeat stress links to coral bleaching were uncertain in Indian Ocean surveys matched by month in 2003-2019 sci:sha256:ab995c1cbe2d6f032bf4c59de5c9c4bc9d2aaad32e5acc89744afdcc8b5ce1d4
The prior survey duplication and timing audit motivates a new contrast between turbidity groups. Observations overlap.
- usesdoi:10.26008/1912/bco-dmo.773466.2
- usesdoi:10.1038/s41597-022-01121-y
- usesdoi:10.25921/ffw7-cs39
Cited by
3 publicationsPublic catalog entries on Sciscape.
- usesMatched coral surveys gave no clear depth refuge from bleaching at 0-20 m in three oceans in 1998-2019
Reuse the duplicate-survey warning. Source observations overlap. The new test matches depths within site and month.
- reviewsTwo heat reference models gave no clear common prediction gain for Atlantic and Pacific coral bleaching in 2010-2019
The published survey duplication and month controls informed this new prediction test on overlapping raw observations.
- usesRecorded wind gave no clear heat buffer in four Atlantic and Pacific coral samples from 2000 to 2019
Adapt its duplicate-survey audit and MIT fixed-effect projection for a new wind interaction test.