Recurrent U-net: Deep learning to predict summertime ozone over the United States

Tai-Long He1, Binxuan Huang2, Yuyang Liu3, Dylan B. A. Jones1, Kazuyuki Miyazaki4, Zhe Jiang5, Edward Charles White1, Helen Marie Worden6 and John Worden7, (1)University of Toronto, Department of Physics, Toronto, ON, Canada, (2)Carnegie Mellon University, School of Computer Science, Pittsburgh, PA, United States, (3)University of Toronto, Department of Computer Science, Toronto, ON, Canada, (4)NASA Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States, (5)University of Science and Technology of China, Hefei, China, (6)National Center for Atmospheric Research, Atmospheric Chemistry Observations & Modeling Laboratory, Boulder, CO, United States, (7)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States