Innovative Methods for Multi-source Air Dust Pollution Monitoring using Remote Sensing: A Comparative Study of Chalkidiki (Greece) and Ihalainen (Finland)
This study demonstrates that integrating ground measurements with multi-source remote sensing data (CAMS and MODIS) effectively monitors mining-related PM10 pollution in Chalkidiki and Ihalainen, revealing higher and more variable dust levels in Greece, a general long-term improvement in air quality, and the complementary strengths of Prophet and XGBoost models for forecasting different temporal scales.