WE3.R14: Geo-physical Parameter Estimation via Machine Learning
Wed, 19 Jul, 13:00 - 14:15 Pacific Time (UTC -7)
Location: Room 14
Session Type: Oral
Session Chair: Silvia Liberata Ullo, University of Sannio
Track: AI and Big Data
Wed, 19 Jul, 13:00 - 13:12 Pacific Time (UTC -7)

WE3.R14.1: MULTI-SPECTRAL SUPER-RESOLUTION OF THERMAL INFRARED DATA PRODUCTS FOR URBAN HEAT APPLICATIONS
Christian Mollière, Julia Gottfriedsen, Martin Langer, OroraTech GmbH, Germany; Patricio Massaro, Christian Soraruf, Matthias Schubert, LMU Munich, Germany
Wed, 19 Jul, 13:12 - 13:24 Pacific Time (UTC -7)

WE3.R14.2: TERRESTRIAL VISUAL DUST DENSITY ESTIMATION BASED ON DEEP LEARNING
Andreas Michel, Fabian Schenkel, Wolfgang Middelmann, Fraunhofer IOSB, Germany; Martin Weinmann, Stefan Hinz, Karlsruhe Institute of Technology, Germany; Tomas Gomez, Mark Falvey, Rainer Schmitz, Meteodata, Chile
Wed, 19 Jul, 13:24 - 13:36 Pacific Time (UTC -7)

WE3.R14.3: USE OF DEEP LEARNING METHODS TO IMPROVE MIRS PRECIPITATION RETRIEVAL
Shuyan Liu, Colorado State University, United States; Christopher Grassotti, University of Maryland-College Park, United States; Quanhua Liu, NOAA, United States
Wed, 19 Jul, 13:36 - 13:48 Pacific Time (UTC -7)

WE3.R14.4: TROPICAL CYCLONE INTENSITY PREDICTION BY SPECTRAL-TEMPORAL DISLOCATION AND ATTENTION-BASED NETWORKS
Yahui Xiu, Zhao Chen, Donghua University, China; Xinyang Pu, Feng Xu, Fudan University, China; Haixia Bi, Xi’an Jiaotong University, China
Wed, 19 Jul, 13:48 - 14:00 Pacific Time (UTC -7)

WE3.R14.5: A MACHINE LEARNING APPROACH TO LONG-TERM DROUGHT PREDICTION USING NORMALIZED DIFFERENCE INDICES COMPUTED ON A SPATIOTEMPORAL DATASET
Veronica Wairimu Muriga, Benjamin Rich, Massachusetts Institute of Technology (MIT), United States; Francesco Mauro, Silvia Liberata Ullo, University of Sannio, Italy; Alessandro Sebastianelli, European Space Agency, Italy
Wed, 19 Jul, 14:00 - 14:15 Pacific Time (UTC -7)

WE3.R14.D: Discussion