WEP2.PT.12
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
Session:
WEP2.PT: Advances in Yield and Production Estimation for Agricultural Policy and Food Security with Earth Observations I Poster
Track:
Community-Contributed Sessions
Location:
Poster Area
Presentation Time:
Wednesday, 6 August, 14:30 - 15:45
Presentation
Discussion
Resources
No resources available.
Session WEP2.PT
WEP2.PT.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.PT.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.PT.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.PT.4: CYMPLEO: AN ENSEMBLE MACHINE LEARNING APPROACH FOR CROP YIELD PREDICTION
Alana Ginsburg, Catherine Nakalembe, University of Maryland, United States
WEP2.PT.5: FROM SPECTRA TO SOLUTIONS: LEVERAGING MISSION TRISHNA FOR SYNERGISTIC MONITORING OF CROP HEALTH AND EARLY DISEASE DETECTION IN SUPPORT OF GLOBAL FOOD SECURITY
Subhajit Bandopadhyay, Sourav Dey, Rashtriya Raksha University, India; Somnath Paramanik, University of Southampton, United Kingdom; Riya Ghadyale, Rashtriya Raksha University, India
WEP2.PT.6: Knowledge-guided machine learning model with soil moisture for corn yield prediction under drought conditions
Xiaoyu Wang, Yijia Xu, Jingyi Huang, University of Wisconsin-Madison, United States; Zhengwei Yang, USDA National Agricultural Statistics Service, United States; Zhou Zhang, University of Wisconsin-Madison, United States
WEP2.PT.7: 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.PT.8: 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.PT.9: Application of Remote Sensing and Artificial Intelligence for Early Crop Yield Prediction: A case Study in the U.S. Corn Belt
Geonwoo Kim, Seonyoung Park, Seoul National University of Science & Technology, Korea (South)
WEP2.PT.10: SATELLITE-BASED OPERATIONAL RICE AREA MONITORING FOR INFORMED DECISION-MAKING IN NEPAL
Sravan Shrestha, International Centre for Integrated Mountain Development, Nepal; Chet Bahadur Roka, Richa Shah, Ministry of Agriculture and Livestock Development, Nepal, Nepal; Faisal Mueen Qamer, Rajesh Bahadur Thapa, International Centre for Integrated Mountain Development, Nepal; Aparna Phalke, NASA Science Coordination Office, United States; Varaprasad Bandaru, United States Department of Agriculture, United States; Birendra Bajracharya, International Centre for Integrated Mountain Development, Nepal
WEP2.PT.11: THE IMPACT OF SATELLITE DATA AVAILABILITY ON EARTH OBSERVATION-BASED CROPLAND MONITORING IN BHUTAN
Sarah Cox, Aparna Phalke, SERVIR Global, United States; Rinchen Dorji, National Statistics Bureau, Bhutan; Loday Phuntsho, Food and Agriculture Organization, Bhutan; Tshering Wangchen, Ministry of Agriculture and Livestock, Bhutan
WEP2.PT.12: 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
No resources available.