WEP2.PR.2

ROBUST SOYBEAN SEEDLING DETECTION IN COMPLEX FIELD ENVIRONMENTS USING AN IMPROVED YOLOV8 NETWORK WITH UAV IMAGERY

Junhua Kang, Haotian Wu, Chang’an University, China; Heli Li, Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, China; Guijun Yang, Chang’an University, China
Session:
WEP2.PR: Advances in Yield and Production Estimation for Agricultural Policy and Food Security with Earth Observations I Poster
Track:
Community-Contributed Sessions
Location:
Plaza Ballroom: Poster Area R
Presentation Time:
Wednesday, 6 August, 14:30 - 15:45
Session Co-Chairs:
Xiaogang He, National University of Singapore and Andries Potgieter, University of Queensland
Presentation
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Session WEP2.PR
WEP2.PR.1: Real-time prediction of corn yield from single-phase SAR and optical remote sensing data using deep learning
Xiaoyu Zhou, Jinling Song, State Key Laboratory of Remote Sensing Science, Faculty of Geographical Science, Beijing Normal University, China; Yaoshuai Dang, School of Surveying and Land Information Engineering, Henan Polytechnic University Jiaozuo, China, China; Zhiqiang Xiao, Hua Yang, State Key Laboratory of Remote Sensing Science, Faculty of Geographical Science, Beijing Normal University, China
WEP2.PR.2: ROBUST SOYBEAN SEEDLING DETECTION IN COMPLEX FIELD ENVIRONMENTS USING AN IMPROVED YOLOV8 NETWORK WITH UAV IMAGERY
Junhua Kang, Haotian Wu, Chang’an University, China; Heli Li, Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, China; Guijun Yang, Chang’an University, China
WEP2.PR.3: Climate Change Impacts on Rice Yield and Food Security in Southeast Asia
Xiaogang He, Chao Zhang, Chen Zhao, Quan Yuan, Rui Shao, National University of Singapore, Singapore
WEP2.PR.4: Optimizing Crop Maximum Carboxylation Rate with Machine Learning to Improve Maize Yield Estimation under Drought Conditions
Liming Yu, Zhiyuan Ma, Xin Jiang, Qingdao University, China; Yun Bai, Hebei Normal University, China; Shanshan Yang, Jiahua Zhang, Qingdao University, China; Sha Zhang, Hebei Normal University, China
WEP2.PR.5: MULTI-CROP SYSTEMS AND CROP-SWITCHING STRATEGIES TO ENHANCE WATER USE EFFICIENCY AND CLIMATE RESILIENCE IN ARID AGRICULTURAL REGIONS
Shahryar Fazli, Wenzhao Li, Surendra Maharjan, Hesham El-Askary, Chapman University, United States
WEP2.PR.6: Regional-Scale Agricultural Productivity Monitoring in Data- Scarce Regions
Yuval Sadeh, Monash University, Australia; Ritvik Sahajpal, Sheila Baber, University of Maryland, United States; Shabarinath Nair, Nikhil Sasi Rajan, University of Strasbourg, France; Louise Leroux, CIRAD, Kenya; Mark Wronkiewicz, California Institute of Technology, United States; Rohan Sawahn, University of Strasbourg, France; Tesfaye Shiferaw, Gerald Blasch, CIMMYT Ethiopia, Ethiopia; Christina Justice, Inbal Becker-Reshef, University of Maryland, United States
Resources
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