eLife Assessment
This study attempts to predict spatial patterns of genetic diversity among coral reef dwellers, estimated with a computationally efficient, standardized k-mer pipeline, from satellite-derived seascape variables. The curated dataset of 18 coral reef taxa across 173 reefs is valuable, but the evidence for the central ecological claims is in its current form incomplete: pairwise genetic distances are modelled as independent observations, the reef-level random effects used as the response in the environmental analysis likely conflate species composition with environmental signal, and , and the coverage is likely too sparse to robustly support conclusions about loss of inter-and intra-specific within-reef diversity over time. The work will be of interest to conservation geneticists, marine biologists, and researchers developing Earth-observation approaches to biodiversity monitoring.