2026. Application of Geospatial Artificial Intelligence in Building Footprint Extraction from Aerial Imagery Using Deep Learning. Journal of Libya for geographical studies. 6, 2 (Jul. 2026), 555–568. DOI:https://doi.org/10.37375/jlgs.v6i2.195.