Bounding Terrestrial Foundation-Model Transfer for Inland Chlorophyll-a Retrieval: A Spatially Blocked HLS Benchmark

Contents: sample-level dataset records, the 5-fold spatially blocked split registry, out-of-fold predictions, matched random-initialization control outputs, metrics, model configurations, the 350-run main-benchmark registry, few-shot summaries, trophic-range extrapolation summaries, and residual-diagnostic tables for 537 GLORIA-HLS matchups across 35 spatial clusters. See README.md for the per-file role mapping to manuscript tables and figures, and MANIFEST.csv for SHA-256 integrity verification of the tabulated data files.