THP.P16.2

Mapping Rice Area Using Sentinel-1 SAR Data and Deep Learning

Guozhuang Shen, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Chenwei Nie, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, China
Session:
THP.P16: Crop Monitoring with Active Microwave Sensors Poster
Track:
Land Applications
Location:
Poster Area 16
Presentation Time:
Thu, 20 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Mehdi Hosseini, University of Maryland
Session Managers:
HUMAIRA SANAM and Ayoti Banerjee and Imara Mohamed Nazar and sunni kanta prasad kushwaha
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Session THP.P16
THP.P16.1: ESTIMATION OF WHEAT CROP HEIGHT USING MULTIVARIATE REGRESSION AND SENTINEL-1-DERIVED RADAR BACKSCATTER RESPONSE
Ankur Pandit, Suryakant Sawant, Jayantrao Mohite, Nandan Rajpoot, Srinivasu Pappula, Tata Consultancy Services, India
THP.P16.2: Mapping Rice Area Using Sentinel-1 SAR Data and Deep Learning
Guozhuang Shen, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Chenwei Nie, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, China
THP.P16.3: MACHINE LEARNING-BASED APPROACH FOR TILLAGE IDENTIFICATION USING SENTINEL-1 DATA
Ankur Pandit, TCS, India; Pradhyumn Bansal, IIT Kharagpur, India; Suryakant Sawant, Jayantrao Mohite, Srinivasu Pappula, TCS, India
THP.P16.4: ASSESSMENT OF MULTI-TEMPORAL CAPELLA SAR DATA FOR CHANGE DETECTION AND CROP MONITORING
Victor Cazcarra-Bes, Capella Space, United States; Mario Busquier, Juan M Lopez-Sanchez, Universidad de Alicante, Spain; Michael Duersch, Shaunak De, Craig Stringham, Davide Castelleti, Capella Space, United States
THP.P16.5: DETECTION OF THREE KEY PHENOLOGICCAL STAGES DURING GROWTH PERIOD OF RICE USING TIME SERIES SENTINEL-1 DATA
Wenjian Li, Lingli Zhao, Wuhan University, China; Zhiqu Liu, Deqing Academy of Satellite Applications, China; Hongtao Shi, China University of Mining and Technology, China; Jie Yang, Wuhan University, China; Juan M. Lopez-Sanchez, University of Alicante, China
THP.P16.6: SLC COHERENCE FEATURE FOR ENHANCING CROPLAND EXTENT MAPPING: A CASE STUDY ON MAHARASHTRA REGION, INDIA
Deepak Murugan, Shubham Agarwal, Janardan Roy, Elvin John, Venkanna Babu Guthula, Praveen Pankajakshan, Cropin Technology Solutions, India
THP.P16.7: IMPACT OF PLANT ROW ORIENTATION ON SENTINEL-1 BACKSCATTER TIME-SERIES OF AGRICULTURAL FIELDS
Linara Arslanova, Clémence Dubois, Nesrin Salepci, Carsten Pathe, Friedrich-Schiller University of Jena, Germany; Friedemann Scheibler, Planet Labs Germany GmbH, Germany; Marcel Fölsch, 365FarmNet GmbH, Germany; Marcel Urban, ESN EnergieSystemeNord GmbH, Germany; Christiane Schmullius, Friedrich-Schiller University of Jena, Germany
THP.P16.8: UNDERSTANDING RADAR CO-POLARIZED PHASE SIGNATURES FOR GROWING CORN AT L-BAND
Roberto Cotero-Manzo, Instituto Politécnico Nacional, Mexico; Jasmeet Judge, University of Florida, United States; Alejandro Monsiváis-Huertero, Instituto Politécnico Nacional, Mexico; Pang-Wei Liu, Hydrological Sciences Laboratory at NASA Goddard Space Flight Center, United States; Roger De Roo, University of Michigan, United States
Resources
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