High-resolution Mapping of Regional Traffic Emissions by Using Land-use Machine Learning Models

Daoyuan Yang1, Jiajun Gu2, Shaojun Zhang3, Max Zhang4 and Ye Wu3, (1)Tsinghua University, Beijing, China, (2)Cornell University, Ithaca, NY, United States, (3)School of Environment, Tsinghua University, Beijing, China, (4)Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, United States