Estimating NOx emissions with numerical modeling and deep learning estimated complete surface NO2 map

Jia Jung1,2, Yunsoo Choi3, Masoud Ghahremanloo2, Yannic Lops2,4, Mahmoudreza Momeni2 and Sha Feng5, (1)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, United States, (2)University of Houston, Houston, United States, (3)University of Houston, Department of Earth and Atmospheric Sciences, Houston, United States, (4)Lawrence Livermore National Laboratory, Livermore, United States, (5)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States