FR4.R4.1

A RANDOM FOREST APPROACH FOR SOIL MOISTURE ESTIMATION AT 60 METERS SPATIAL RESOLUTION

Gerard Portal, Institut d’Estudis Espacials de Catalunya, Spain; Mercè Vall-llossera, Carlos López-Martínez, Polytechnic University of Catalonia & Institut d’Estudis Espacials de Catalunya, Spain; Adriano Camps, Polytechnic University of Catalonia & United Arab Emirates University & Institut d’Estudis Espacials de Catalunya, Spain; Miriam Pablos, Polytechnic University of Catalonia, Spain; David Chaparro, German Aerospace Center, Spain; Amir Irawan, Alberto Alonso-González, Polytechnic University of Catalonia, Indonesia; Thomas Jagdhuber, German Aerospace Center & University of Augsburg, Germany
Session:
FR4.R4: Remote Sensing for High Resolution Soil Moisture Oral
Track:
Land Applications
Location:
Room D
Presentation Time:
Fri, 21 Jul, 15:45 - 15:57 Pacific Time (UTC -8)
Session Co-Chairs:
Adriano Camps, Universitat Politècnica de Catalunya (UPC) and Jeffrey Walker, Monash University
Session Manager:
Shankho Subhra Pal
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Session FR4.R4
FR4.R4.1: A RANDOM FOREST APPROACH FOR SOIL MOISTURE ESTIMATION AT 60 METERS SPATIAL RESOLUTION
Gerard Portal, Institut d’Estudis Espacials de Catalunya, Spain; Mercè Vall-llossera, Carlos López-Martínez, Polytechnic University of Catalonia & Institut d’Estudis Espacials de Catalunya, Spain; Adriano Camps, Polytechnic University of Catalonia & United Arab Emirates University & Institut d’Estudis Espacials de Catalunya, Spain; Miriam Pablos, Polytechnic University of Catalonia, Spain; David Chaparro, German Aerospace Center, Spain; Amir Irawan, Alberto Alonso-González, Polytechnic University of Catalonia, Indonesia; Thomas Jagdhuber, German Aerospace Center & University of Augsburg, Germany
FR4.R4.2: A MODIFIED DOWNSCALING APPROACH TO ESTIMATE SMOS SOIL MOISTURE AT HIGH RESOLUTION (300 M) USING COPERNICUS SENTINEL 3 NDVI
Miriam Pablos, Universitat Politècnica de Catalunya (UPC), Spain; Gerard Portal, Institut d'Estudis Espacials de Catalunya (IEEC), Spain; Adriano Camps, Mercè Vall-llossera, Universitat Politècnica de Catalunya (UPC), Spain; Cristina González Haro, Marcos Portabella, Institut de Ciències del Mar (ICM-CSIC), Spain
FR4.R4.3: Sentinel-1 data sensitivity for soil moisture estimation and its application for in-season monitoring of small land holding farmer plots
Deepak Murugan, Cropin Technology Solutions, India; Narayanarao Bhogapurapu, Indian Institute of Technology, Bombay, India; Janardan Roy, Cropin Technology Solutions, India; Avik Bhattacharya, Indian Institute of Technology, Bombay, India; Praveen Pankajakshan, Cropin Technology Solutions, India
FR4.R4.4: HIGH-RESOLUTION ROOT ZONE SOIL MOISTURE ESTIMATION USING MULTIFREQUENCY MICROWAVE OBSERVATIONS
Lixiaozhou Zhou, Jeffrey Walker, Xiaoling Wu, Monash University, Australia; Brian Ng, The University of Adelaide, Australia; Nan Ye, Liujun Zhu, Luisa Fernanda White Murillo, Ziwei Xiong, Monash University, Australia; James Hills, University of Tasmania, Australia; Mahta Moghaddam, University of Southern California, United States; Dara Entekhabi, Massachusetts Institute of Technology, United States; Simon Yueh, Jet Propulsion Laboratory, United States
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