TU3.R3.2

INFLUENCE OF DATA CLEANING TECHNIQUES ON SUB-FIELD YIELD PREDICTIONS

Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, German Research Center for Artificial Intelligence (DFKI), Germany; Patrick Helber, Vision Impulse GmbH, Germany; Marlon Nuske, German Research Center for Artificial Intelligence (DFKI), Germany; Benjamin Bischke, Peter Habelitz, Vision Impulse GmbH, Germany; Nafisur Rahman, Francisco Mena, Hiba Najjar, University of Kaiserslautern-Landau (RPTU), Germany; Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel, German Research Center for Artificial Intelligence (DFKI), Germany
Session:
TU3.R3: Spatio-temporal Data Harmonization I Oral
Track:
AI and Big Data
Location:
Room 107
Presentation Time:
Tue, 18 Jul, 13:12 - 13:24 Pacific Time (UTC -8)
Session Co-Chairs:
Dalton Lunga, Oak Ridge National Laboratory and Jagannath Aryal, University of Melbourne and Peter Baumann, Constructor University
Session Manager:
Shengjie Liu
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Session TU3.R3
TU3.R3.1: LARGE-SCALE DISTRIBUTED COMPOSITING AND STATISTICS FRAMEWORK FOR VERY-HIGH-RESOLUTION REMOTE SENSING IMAGERY
Caleb Spradlin, Margaret Wooten, Jordan A. Caraballo-Vega, Mark Carroll, Christopher Neigh, NASA Goddard Space Flight Center, United States; Konrad Wessels, Minh Tri Le, George Mason University, United States; Paul Montesano, Woubet Alemu, NASA Goddard Space Flight Center, United States; Nathan Thomas, University of Maryland, United States
TU3.R3.2: INFLUENCE OF DATA CLEANING TECHNIQUES ON SUB-FIELD YIELD PREDICTIONS
Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, German Research Center for Artificial Intelligence (DFKI), Germany; Patrick Helber, Vision Impulse GmbH, Germany; Marlon Nuske, German Research Center for Artificial Intelligence (DFKI), Germany; Benjamin Bischke, Peter Habelitz, Vision Impulse GmbH, Germany; Nafisur Rahman, Francisco Mena, Hiba Najjar, University of Kaiserslautern-Landau (RPTU), Germany; Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel, German Research Center for Artificial Intelligence (DFKI), Germany
TU3.R3.3: SELF-SUPERVISED TEMPORAL ANALYSIS OF SPATIOTEMPORAL DATA
Yi Cao, Swetava Ganguli, Vipul Pandey, Apple Inc., United States
TU3.R3.4: THE TRANSFER LEARNING FOR THE LULC CLASSIFICATION AND THE EFFECT OF SATELLITE DATA HARMONIZATION OVER IT
Vaibhav Katiyar, Dorj Ichikawa, Yamaguchi University, Japan; Nopphawan Tamkuan, New Space Intelligence, Japan; Masahiko Nagai, Yamaguchi University, Japan
TU3.R3.5: RECONSTRUCTION AND SUPER-RESOLUTION OF LAND SURFACE TEMPERATURE USING AN ATTENTION-ENHANCED CNN ARCHITECTURE
Jacob Daniels, Colleen Bailey, University of North Texas, United States
Resources
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