THP.P18.7

A MACHINE LEARNING APPROACH TO ESTIMATE BIOPHYSICAL AND BIOCHEMICAL PARAMETERS OF COTTON USING MULTI-SOURCE REMOTE SENSING IMAGES

Rupak Karn, Oluwatola Adedeji, Bishnu Ghimire, Alwaseela Abdalla, Wenxuan Guo, Texas Tech University, United States
Session:
THP.P18: Crop Properties and Phenology II Poster
Track:
Land Applications
Location:
Poster Area 18
Presentation Time:
Thu, 20 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Steven Reising, Colorado State University
Session Managers:
HUMAIRA SANAM and Ayoti Banerjee and Imara Mohamed Nazar and sunni kanta prasad kushwaha
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Session THP.P18
THP.P18.1: DEVELOPMENT OF LOW-COST MULTI-SPECTRAL CAMERAS FOR PRECISION AGRICULTURE
Ámbar Pérez-García, Adrián Rodríguez-Molina, Emma Hernández, Luis Vera, José Fco. López, University of Las Palmas de Gran Canaria, Spain
THP.P18.2: OPEN-SOURCE FRAMEWORK FOR CLOSE-RANGE MULTISPECTRAL IMAGERY ANALYSIS APPLIED TO BANANA CROPS IN COSTA RICA
Sergio Arriola-Valverde, Instituto Tecnologico de Costa Rica, Costa Rica; Jose Guzmán-Alvarez, Miguel Gonzalez-Zúniga, CORBANA, Costa Rica; Renato Rimolo-Donadio, Instituto Tecnologico de Costa Rica, Costa Rica; ,
THP.P18.3: ANALYZING TREND IN MODIS DERIVED CROP PHENOLOGY FOR CORN AND SOYBEAN IN COMPARISON WITH FIELD-BASED CROP PROGRESS DATA
Naeem Abbas Malik, Xiaoyang Zhang, South Dakota State University, Brookings, SD 57007, USA, United States
THP.P18.4: REMOTE SENSING INVERSION OF TOBACCO SPAD BASED ON UAV HYPERSPECTRAL IMAGERY
Rui Qin, Lei He, Chengdu University of Information Technology, China; Yuxia Li, University of Electronic Science and Technology of China, China; Jixian He, Sichuan Guangyuan Tobacco Company, Guangyuan, 628017, China., China; Jun Gao, Sichuan Panzhihua Tobacco Company, Panzhihua, 617099, China., China; Fangfang Yan, Sichuan Liangshan Prefecture Tobacco Company, Xichang, 615000, China., China; Yufan Yu, College of Agriculture, Sichuan Agricultural University, Chengdu, 611130, China., China; Kunwei Liao, Chengdu University of Information Technology, China; Liming Lu, College of Agriculture, Sichuan Agricultural University, Chengdu, 611130, China., China; Sichun Jian, Hanghui Kang, Chengdu Song Xing Technology Co., Ltd, Chengdu, 610225, China., China
THP.P18.5: FLOWERING DETECTION OF CANOLA USING DYNAMIC TIME WARPING AND SENTINEL-1 TIME SERIES IMAGES
Shuang Wang, Lingli Zhao, Weidong Sun, Wuhan University, China; Ye Wang, Xin Zhao, Shenyang Geotechnical Investigation and Surveying Research Institute Co., Ltd., China; Yun Bai, Fengtu Technology (Shenzhen) Co., Ltd, China
THP.P18.6: TILLAGE ASSESSMENT IN TIME SERIES OF SPACEBORNE RADAR DATA OVER RICE PADDY FIELDS IN NORTHERN ITALY
David Marzi, Fabio Dell'Acqua, Paolo Gamba, University of Pavia, Italy
THP.P18.7: A MACHINE LEARNING APPROACH TO ESTIMATE BIOPHYSICAL AND BIOCHEMICAL PARAMETERS OF COTTON USING MULTI-SOURCE REMOTE SENSING IMAGES
Rupak Karn, Oluwatola Adedeji, Bishnu Ghimire, Alwaseela Abdalla, Wenxuan Guo, Texas Tech University, United States
THP.P18.8: VISION-BASED POINT CLOUD PROCESSING FRAMEWORK FOR HIGH THROUGHPUT PHENOTYPING
Gattu Priyanka, Shreeshan S., Subhra Sankha Bhatterjee, P Rajalakshmi, Indian Institute of Technology Hyderabad, India; Jana Kholova, International Crops Research Institute for Semi-Arid Tropics, Hyderabad, India
THP.P18.9: ESTIMATION OF SOIL ORGANIC CARBON AND BULK DENSITY FOR CARBON STOCK ASSESSMENT IN CROPLANDS USING THE SENTINEL-1 AND 2 OBSERVATIONS
Jayantrao Mohite, Suryakant Sawant, Ankur Pandit, Srinivasu Pappula, Tata Consultancy Services, India
Resources
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