Using machine learning to improve multi-wavelength spaceborne radar precipitation retrievals

Stephen W Nesbitt1, Alfonso Ladino2, Randy Chase3, Greg M McFarquhar4, Robert Rauber5 and Larry Di Girolamo5, (1)University of Illinois at Urbana Champaign, Atmospheric Sciences, Urbana, IL, United States, (2)Urbana, Illinois, UNITED STATES, (3)University of Oklahoma Norman Campus, Norman, United States, (4)Cooperative Institute for Severe and High-Impact Weather Research and Operations, University of Oklahoma, Norman, OK, United States, (5)University of Illinois at Urbana-Champaign, Department of Atmospheric Sciences, Urbana, United States