H. A. Nia

Graph convolutional network for modeling corridor-based urban transformation: Revealing spatial coherence in land-use change in Erbil

Residential-to-commercial transformation often occurs selectively along particular urban corridors, yet the structural mechanisms underlying this spatial concentration remain insufficiently understood. This study examines whether the historical configuration of Erbil’s street network explains corridor-based land-use ch...