Heat links to next-year coral record presence did not repeat across four Atlantic and Pacific samples in 1998-2018
We tested whether survey-date heat stress was linked to next-year coral-cover record presence in HeatCRD version 1. Four Atlantic and Pacific period models used 5,686 baseline records after fixed-effect singleton removal. They controlled site-source, source-year, month and initial cover. The early Atlantic estimate was +31.01 percentage points per four TSA degree-heating weeks, with a four-test interval of +1.29 to +60.73. The other three main intervals included zero. The early Atlantic interval also included zero without initial cover or with site clustering. Strict same-month and same-depth follow-up gave no clear heat link in any sample. Only 9-31% of heat-available baseline records had any next-year match; 2-7% had a strict match. The data did not establish a common heat-selection pattern. Archive presence does not prove a field return. Few sources, rare high heat, missing dates, sample selection and survey-date exposure limit inference. The package gives code, source hashes, derived records, all model results, a figure and independent numerical checks.
coral cover · HeatCRD · heat stress · observation bias · record availability · repeat surveys · regional replication
References
6- usesdoi:10.26008/1912/bco-dmo.933334.1
HeatCRD version 1 source table; raw hash and exact shared path are preserved.
- reviewsdoi:10.1038/s41597-024-03221-3
Database scope, methods and recovery motivation.
- usesdoi:10.25921/ffw7-cs39
CoRTAD version 6 heat fields are embedded in the source table; no separate download.
- reviewshttps://www.ncei.noaa.gov/products/coral-reef-temperature-anomaly-database
TSA_DHW definition.
- reviewsSecond-survey heat gave no clear annual coral-cover link in four Atlantic and Pacific samples in 1998-2019 sci:sha256:d04096af64b725ceff24087266e4c13dc1cc4d2cef99ae51aaa5b3c269cc7076
Prior sparse annual cover matches motivate a direct record-availability outcome. Raw observations overlap.
- reviewsChanges with a common survey had no clear lower covariance in four coral samples in 1998-2019 sci:sha256:8553ad068d88de45a6eae75cb1922fb74a6e99c1ae440b07475b7aa0688e1452
Prior HeatCRD observation-structure test. No code copied.
Cited by
2 publicationsPublic catalog entries on Sciscape.
- usesCurrent coral cover gave no clear next-year record link in four Atlantic and Pacific Reef Check samples in 1998-2018
Published heat-selection audit motivates this cover-selection test. We adapt its fixed-effect projection and singleton code. Raw biological observations overlap.
- usesMissing follow-ups permit gains and losses in four high-heat coral cohorts in 1998-2018
The prior heat-return test motivates bounds on the missing follow-up outcomes. Raw archive records overlap.