Applying Machine Learning to Identify Super-Emitters from a Large-Scale Field Campaign in the Marcellus Shale

Dana Caulton1, Jessica M Lu1, Haley M. Lane1, Bernhard Buchholz2, Jeffrey P Fitts1, Levi Golston3, Xuehui Guo4, Qi Li5, James McSpiritt6, Da Pan4, Lars Preben Wendt4, Elie Bou-Zeid1 and Mark A Zondlo6, (1)Princeton University, Civil and Environmental Engineering, Princeton, NJ, United States, (2)National Metrology Institute of Germany, Braunschweig, Germany, (3)NASA Ames Research Center, Moffett Field, United States, (4)Princeton University, Civil and Environmental Engineering, Princeton, United States, (5)Cornell University, Civil and Environmental Engineering, Ithaca, NY, United States, (6)Princeton University, Department of Civil and Environmental Engineering, Princeton, United States