GIS-Based Spatial Analysis of River Setback Policy Violations and Flood Vulnerability Along River Ngadda in Maiduguri, Nigeria. IJLTEMAS. 2026;15(2):61-77. doi:10.51583/IJLTEMAS.2026.1502000006