Original ResearchPublished 11 September 2026Hierarchical spectral ensemble with physics-informed augmentation for global water quality retrieval from hyperspectral remote sensingAmirthalakshmi TM · Hemanth S · Ganesan PV · Rahul SG · Gayathri MFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1860176