Author

Irvin D. Shandu

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Open access Jul 2026

Comparative machine learning classification of a heterogeneous Ramsar wetland using Sentinel-1 and Sentinel-2 imagery with quantity and allocation disagreement diagnostics

Strategic and active management of protected and heterogeneous wetland landscapes requires timely, accurate, and spatially explicit land-use and land-cover (LULC) information. This study presents a comprehensive landscape-level characterisation of LULC across South Africa’s first proclaimed World Heritage and Ramsa...

Cornelia Chifurira, E. Sieben, Irvin D. Shandu et al. · Frontiers in Remote Sensing · 0 citations

Review Open access Jul 2026

Flood modelling and flood decision making: a scoping review of the progress of flood technologies and applications

Flood intensity and frequency are expected to continue rising due to climate change, necessitating improved prevention measures. Despite the growing body of research, communities and economies remain severely affected by the consequences of floods, underscoring the need to examine how flood models are understood and tr...

Irvin D. Shandu, M. Gebreslasie, Sifiso Xulu et al. · Frontiers in Water · 0 citations