Nnam, V.C. et al. 2026. Hybrid CNN–MLP Deep Learning Framework for Urban Land Cover Mapping in Heterogeneous Tropical Landscapes. Journal of Spatial Information Sciences. 3, 1 (Jun. 2026), 34–62. DOI:https://doi.org/10.5281/.