Machine learning–based observation-constrained global wildfire projections

Jiafu Mao1, Yan Yu2, Stan Wullschleger1, Anping Chen3, Xiaoying Shi1, Yaoping Wang1, Forrest M. Hoffman4, Yulong Zhang5 and Eric M Pierce1, (1)Oak Ridge National Laboratory, Environmental Sciences Division and Climate Change Science Institute, Oak Ridge, United States, (2)Peking University, Atmospheric and Oceanic Sciences, Beijing, China, (3)Colorado State University, Fort Collins, United States, (4)Oak Ridge National Laboratory, Computational Sciences & Engineering Division and Climate Change Science Institute, Oak Ridge, TN, United States, (5)University of Tennessee, Institute for a Secure & Sustainable Environment, Knoxville, United States