arxivcs.LGcs.CVeess.IV2026-07-08
Prior-matched evaluation of operational Earth-observation classifiers: a three-number reporting method demonstrated on Sentinel-1 internal-wave detection
Joao Pinelo, Joao Goncalves, Arun Shukla, Adriana Santos-Ferreira
The Internal Waves Service screens the Sentinel-1 Wave-mode archive for internal solitary waves, routing detections to experts whose adjudication time is the resource the effort exists to conserve. Because attention is the cost of error, precision leads. Its classifier was traine…