crossrefApplied Sciences2026-05-15
Satellite-Based Ground-Level NO2 Estimation and Population Exposure Assessment Across the Marmara Region Using Tree-Based Machine Learning
Kemal Yurt, Halil İbrahim Gündüz
This study estimates daily nitrogen dioxide (NO2) concentrations at ground level across the Marmara Region of Türkiye at 0.01° resolution. The framework integrates Sentinel-5P (S5P) TROPOspheric Monitoring Instrument (TROPOMI) and GEOS Composition Forecast (GEOS-CF) tropospheric…