TUP.P23.10

HIGH SPATIAL RESOLUTION OF SOIL MOISTURE OVER CROP FIELDS USING BAGGED REGRESSION TREES AND SPATIO-TEMPORAL CORRELATIONS FROM SMAP L2 PRODUCTS IN CENTRAL MEXICO

Juan Carlos Hernandez-Sanchez, Alejandro Monsivais-Huertero, INSTITUTO POLITECNICO NACIONAL, Mexico; Jasmeet Judge, UNIVERSITY OF FLORIDA, United States

Session:
TUP.P23: Active and/or Passive Microwave Remote Sensing for Soil Moisture Poster

Track:
Land Applications

Location:
Poster Area 23

Presentation Time:
Tue, 18 Jul, 14:15 - 15:45 Pacific Time (UTC -7)

Session Chair:
Mehmet Kurum, Mississippi State University
Session Managers:
Ge Jiang and Lanying Wang and Ayoti Banerjee and Shubham Awasthi
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Discussion
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Resources
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Session TUP.P23
TUP.P23.1: PRE-LAUNCH TEST OF A SOIL MOISTURE ALGORITHM ON CHALLENGING TERRAINS FOR NI-SAR
seung-bum kim, NASA JPL, United States; tien-hao liao, National Taipei University of Technology, Taiwan; mehmet kurum, Mississippi State University, United States
TUP.P23.2: SOIL MOISTURE RETRIEVAL THROUGH HELICOPTER-BORNE P-BAND POLARIMETRIC SAR DATA
Antonio Natale, Carmen Esposito, Paolo Berardino, Riccardo Lanari, Giuseppe Satalino, Francesco Mattia, Consiglio Nazionale delle Ricerche (CNR), Italy; Stefano Perna, Università degli Studi di Napoli Parthenope, Italy
TUP.P23.3: AN HYBRID APPROACH FOR SOIL MOISTURE ESTIMATION WITH SENTINEL DATA
MEHREZ ZRIBI, SIMON NATIVEL, EMNA AYARI, SIMON GASCOIN, CESBIO, France; CLEMENT ALBERGEL, ESA, France; NICOLAS BAGHDADI, TETIS, France; Rémi MADELON, NEMESIO RODRIGUEZ-FERNANDEZ, CESBIO, France
TUP.P23.4: A MULTI-SCALE SATELLITE-MODEL FUSION ALGORITHM FOR HIGH-RESOLUTION SOIL MOISTURE RETRIEVALS FOR THE UPCOMING NISAR MISSION
Narendra Das, Preet Lal, Gurjeet Singh, Michigan State University, United States; Dara Entekhabi, Massachusetts Institute of Technology, United States; Rowena Lohman, Cornell University, United States; Andreas Colliander, National Aeronautics and Space Administration, United States
TUP.P23.5: SOIL MOISTURE RETRIEVAL FROM THE INTEGRATION OF SMAP AND ASCAT USING MACHINE LEARNING APPROACH
Hongliang Ma, State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, China; Jiangyuan Zeng, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Nengcheng Chen, Xiang Zhang, National Engineering Research Center of Geographic Information System, China University of Geosciences (Wuhan), China; Xiaojun Li, Jean-Pierre Wigneron, INRAE, UMR1391 ISPA, Université de Bordeaux, France
TUP.P23.6: SOIL MOISTURE MAPPING BASED ON L-BAND SAR TECHNOLOGY
Yuval Lorig, Yael Fraenkel, Gad Raifman, Ira Dayan, Jacquie Matzkin, Lauren Guy, ASTERRA, Israel
TUP.P23.7: NISAR SOIL MOISTURE PRODUCT DEVELOPMENT
Rajat Bindlish, NASA Goddard Space Flight Center, United States; Narendra Das, Michigan State University, United States; Seungbum Kim, NASA Jet Propulsion Lab, United States; Rowena Lohman, Cornell University, United States; Steven Chan, Sassan Saatchi, NASA Jet Propulsion Lab, United States; Joel Johnson, The Ohio State University, United States; Jeonghwan Park, NASA Goddard Space Flight Center, United States; Gurjeet Singh, Preet Lal, Michigan State University, United States; Ponnurangam Ganesan, Bo Huang, Xiaodong Huang, Paul Rosen, NASA Jet Propulsion Lab, United States; Gerald Bawden, NASA Headquarters, United States
TUP.P23.8: SOIL MOISTURE RETRIEVAL USING SENTINEL-1 DATA BASED ON RESNEXT
Tianyang Li, Hong Zhang, Chao Wang, Lu Xu, Fan Wu, Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, China
TUP.P23.9: RETRIEVAL OF SOIL MOISTURE AND VEGETATION WATER CONTENT FROM L-BAND BRIGHTNESS TEMPERATURE USING MAXIMUM ENTROPY PRODUCTION (MEP) METHOD
Jingfeng Wang, Kyeungwoo Cho, Georgia Institute of Technology, United States; Robinson Negron-Juarez, Lawrence Berkeley National Laboratory, United States; Andreas Colliander, NASA Jet Propulsion Laboratory, United States; Eric Cosio, Norma Salinas, Pontifical Catholic University of Peru, Peru
TUP.P23.10: HIGH SPATIAL RESOLUTION OF SOIL MOISTURE OVER CROP FIELDS USING BAGGED REGRESSION TREES AND SPATIO-TEMPORAL CORRELATIONS FROM SMAP L2 PRODUCTS IN CENTRAL MEXICO
Juan Carlos Hernandez-Sanchez, Alejandro Monsivais-Huertero, INSTITUTO POLITECNICO NACIONAL, Mexico; Jasmeet Judge, UNIVERSITY OF FLORIDA, United States
Resources
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