Supplementary material for: What can satellite embedding fields tell us about shallow coral-reef habitats? A decodability survey of AlphaEarth over the Great Barrier Reef (v1)
Abstract
Supplementary material for: Cropp, A. (2026). What can satellite embedding fields tell us about shallow coral-reef habitats? A decodability survey of AlphaEarth over the Great Barrier Reef. EarthArXiv preprint (its DOI will be added to this record as a related identifier once assigned). Contents (one zip, alphaearth-gbr-decodability-supplement-v1.zip): SUPPLEMENT.md — supplementary text §S1–§S12: register channels not carried in the catalogue, the Holm-adjusted table, channel and prediction correlation matrices, the Acropora construct comparison, the quiet-year maximum-power search grid, the complete list of revision-round tests, per-source label-to-channel mappings, methodological notes, a worked audit-trail example, and the rubble prevalence-conditioned lead. tableS1_… to tableS15_… (CSV) — all supplementary tables, generated mechanically from the study's structured run ledger; no value is transcribed by hand. run_ledger.csv — the complete machine-readable ledger of every analysis run (script, output, test, scale, metric, value, CI, p, n, datasets consumed). supp_stats.txt — computed one-off statistics quoted in §S8. The public reproduction scripts and released decoder coefficients, and the archive of the exact AlphaEarth embedding windows used, are deposited separately; their DOIs are listed as related identifiers on this record. This research was supported by the Commonwealth through an Australian Government Research Training Program Scholarship, undertaken through the PhD@Work arrangement at James Cook University hosted by OSIBOT PTY LTD.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 23 August 2026
- Language
- EN