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

A comprehensive landscape-level characterisation of LULC is presented across South Africa’s first proclaimed World Heritage and Ramsar site, the iSimangaliso Wetland Park (IWP), and its surrounding areas, providing a robust evaluation and baseline for long-term LULC monitoring and conservation planning in complex wetla...

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