Predicting Failed Air Quality Retrievals using Machine Learning for Multiple Earth Observation Satellites

Malina, Edward

Predicting Failed Air Quality Retrievals using Machine Learning for Multiple Earth Observation Satellites

Edward Malina¹, Jure Brence², Jovan Tanevski^2,3, Jennifer Adams^4,5, Vijay Natraj¹, Saso Dzeroski², Valentin Kantchev⁶ and Kevin W. Bowman¹, (1)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States, (2)Jozef Stefan Institute, Ljubljana, Slovenia, (3)University Heidelberg, Heidelberg, Germany, (4)RHEA System Spa for Esa/Esrin, Frascati, Italy, (5)University of Zurich, Zurich, Switzerland, (6)NASA Jet Propulsion Laboratory, Instrument Software and Science Data Systems, Pasadena, CA, United States