TH3.R13: Modern Approaches to Multi-Dimensional Data Fusion
Thu, 20 Jul, 13:00 - 14:15 Pacific Time (UTC -8)
Location: Room 105
Session Type: Oral
Session Chair: Johanna Garcia Cardona, University of Southern California
Session Manager: Rahisha Thottolil
Track: Community-Contributed Sessions
Thu, 20 Jul, 13:00 - 13:12 Pacific Time (UTC -8)

TH3.R13.1: FOREST5DPLUS: AN OPEN BENCHMARK DATA SET FOR THE ESTIMATION OF FOREST PARAMETERS FROM SENTINEL-1 AND -2 TIME SERIES WITH MACHINE LEARNING METHODS
Sarah Hauser, Andreas Schmitt, Hochschule München University of Applied Sciences, Germany
Thu, 20 Jul, 13:12 - 13:24 Pacific Time (UTC -8)

TH3.R13.2: MULTIMODAL SELF-SUPERVISED LEARNING FOR SEMANTIC ANALYSIS OF POLSAR IMAGERY
Yanxin Dong, TU Berlin, Germany; Ronny Hänsch, German Aerospace Center, Germany
Thu, 20 Jul, 13:24 - 13:36 Pacific Time (UTC -8)

TH3.R13.3: MULTI-PATH FUSION: A HIERARCHICAL MACHINE LEARNING APPROACH FOR COMBINING DIVERSE DATA SETS FOR A FOREST MONITORING NEW OBSERVING SYSTEM
James MacKinnon, David Harding, Mark Moussa, Matthew Brandt, NASA Goddard Space Flight Center, United States; Paul Montesano, ADNET Systems, Inc., United States; Mark Carroll, NASA Goddard Space Flight Center, United States; Randolph Wynne, Valerie Thomas, Virginia Tech, United States; Fred Huemmrich, University of Maryland Baltimore County, United States; Jon Ranson, NASA Goddard Space Flight Center, United States
Thu, 20 Jul, 13:36 - 13:48 Pacific Time (UTC -8)

TH3.R13.4: GRAPH SPARSIFICATION FOR GCN TOWARDS OPTIMAL CROP YIELD PREDICTIONS
Saghar Bagheri, Gene Cheung, York University, Canada; Tim Eadie, Growers Edge, United States
Thu, 20 Jul, 13:48 - 14:00 Pacific Time (UTC -8)

TH3.R13.5: GSP-METHOD FOR IMPROVING SOIL MOISTURE ESTIMATIONS WITH EVAPOTRANSPIRATION DATA: A CASE STUDY FOR HURRICANE ELSA
Johanna Garcia-Cardona, University of Southern California, United States; Wen-Yang Lu, Novamite Corporation, United States; Antonio Ortega, University of Southern California, United States; Nereida Rodriguez-Alvarez, Joan F Munoz-Martin, Jet Propulsion Laboratory/California Institute of Technology, United States
Thu, 20 Jul, 14:00 - 14:15 Pacific Time (UTC -8)

TH3.R13.D: Discussion