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Original Research
Published 16 September 2026
Land-water-energy nexus and long-term climatic trends in smallholder irrigation schemes: evidence from Vhembe District, South Africa
Ernest Malatsi · Sue Walker · Jan W. Swanepoel
Frontiers in Water
doi 10.3389/frwa.2026.1920910
Original Research
Published 28 August 2026
From foundational models to interpretability: a comparative study of embeddings and feature engineering for smallholder irrigation detection in Sub-Saharan Africa
Hasan Siddiqui · Christopher Small · Vijay Modi
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1895172