Developed a GIS-based population disaggregation framework for Yanbu Industrial City using LandScan ambient population data, high-resolution satellite imagery, and building footprint extraction via Google Earth Engine. The model produces 100m×100m population grid estimates calibrated against census block data, enabling precision planning for infrastructure, service delivery, and housing demand forecasting across the industrial city’s residential and commercial zones.