Chunsheng Fang

A GeoAI framework for remote-sensing-driven traffic activity and emission intensity in a data-scarce megacity

In rapidly expanding megacities across the Global South, a profound data scarcity paradox frequently prevents effective environmental monitoring and evidence driven urban planning. While severe traffic congestion generates acute localised pollution, the total absence of continuous municipal traffic counters, ubiquitous...