Air pollution from nitrogen oxides threatens human health in Thailand. We used a brand new geostationary satellite (GEMS) to measure air pollution and update emissions for modeling in Thailand. Our updated emissions improve model performance compared to other satellites. Additionally, our work reveals data inconsistencies in North Thailand between two satellites. This shows the potential of geostationary satellites and the requirement for calibration and bias correction.