crossrefRemote Sensing2025-10-31Cited by 4
Mapping Coral Reef Habitats with ICESat-2 and Satellite Imagery: A Novel Spectral Unmixing Approach Compared to Machine Learning
Gabrielle A. Trudeau, Mark Lyon, Kim Lowell, Jennifer A. Dijkstra
Accurate, scalable mapping of coral reef habitats is essential for monitoring ecosystem health and detecting change over time. In this study, we introduce a novel mathematically based nonlinear spectral unmixing method for benthic habitat classification, which provides sub-pixel…