Open access
Aug 2026
UWMR-net: uncertainty-aware and wind-guided remote-sensing fusion for urban PM2.5 and ozone forecasting
UWMR-Net is proposed, an uncertainty-aware and wind-guided spatio-temporal framework that integrates public remote-sensing products, meteorological reanalysis, static land-surface attributes, and activity-related proxies for joint pollutant forecasting and meteorological-response diagnosis.
Shao-Ru Feng
· Frontiers in Environmental S... · 0 citations