Murat Yakar

UAV photogrammetry and remote sensing for coastal biodiversity and habitat conservation

Coastal ecosystems support high biological diversity while experiencing rapid change caused by shoreline dynamics, sea-level rise, extreme events, pollution, urban development, and intensive resource use. Conventional field surveys provide essential ecological observations but often lack the spatial extent or repetitio...

A Hybrid GeoAI Framework Integrating Smile Random Forest for Comprehensive Seismic Vulnerability Assessment: A Case Study of Mersin, Türkiye