WE1.P2: Earth System Science and Applications Based on a Decade of NASA Soil Moisture Active Passive (SMAP) Satellite Mission Science Data Products I
Wednesday, 6 August, 08:00 - 09:15
Location: Plaza: Room P2
Session Type: Oral
Session Co-Chairs: Narendra Das, Michigan State University and Jeffrey Walker, Monash University
Track: Community-Contributed Sessions
Wed, 6 Aug, 08:00 - 08:15

WE1.P2.1: ASCAT2SMAP-V2: An Image-to-Image Translation from C-band Soil Moisture to L-band Soil Moisture to Simultaneously Retrieve Soil Moisture and Vegetation Optical Depth
Jaese Lee, Ulsan National Institute of Science and Technology (UNIST), Korea (South); Andreas Colliander, Jet Propulsion Laboratory, California Institute of Technology, United States; Jungho Im, Ulsan National Institute of Science and Technology (UNIST), Korea (South)
Wed, 6 Aug, 08:15 - 08:30

WE1.P2.2: An integrated learning framework for seamless high-resolution soil moisture estimation
Yinghong Jing, Yao Li, Southwest University, Chongqing, China, China; Xinghua Li, Liupeng Lin, Wuhan University, Wuhan, China, China; Xiaojun She, Southwest University, Chongqing, China, China; Menghui Jiang, Huanfeng Shen, Wuhan University, Wuhan, China, China
Wed, 6 Aug, 08:30 - 08:45

WE1.P2.3: ESTIMATION OF SOIL MOISTURE AND ITS PROFILE AT FIELD-SCALES VIA BAYESIAN MERGING, MACHINE LEARNING AND DEPTH FUNCTIONS: A HYPER-RESOLUTION LAND SURFACE MODELLING APPROACH
Sanjay N C, Monash University, Australia
Wed, 6 Aug, 08:45 - 09:00

WE1.P2.4: Assessing trends of global irrigation patterns using SMAP high-resolution soil moisture product for sustainable water resource management
Arunav Nanda, Gurjeet Singh, Narendra Das, Michigan State University, United States
Wed, 6 Aug, 09:00 - 09:15

WE1.P2.5: ESTIMATION OF SOIL MOISTURE USING SATELLITE INFORMATION AND MACHINE LEARNING ALGORITHMS
Andrés Armando Rivera-Ramírez, Alejandro Monsiváis-Huertero, Jesús Irán Grageda-Arellano, José Carlos Jiménez-Escalona, Rodrigo Florencio-Da Silva, Ramón Sidonio Aparicio-García, Jhonatan Fernando Eulopa-Hernández, Instituto Politécnico Nacional, Mexico