IEEE GRSS
First Slide
2026 IEEE International Geoscience and Remote Sensing Symposium
9 - 14 August 2026 • Washington, D.C.
TH1.R14: Agriculture: AI-Driven Agricultural Forecasting X
Thursday, 13 August, 08:30 - 09:45
Location: Jefferson East
Session Type: Oral
Track: Land Applications
Thu, 13 Aug, 08:30 - 08:45

TH1.R14.1: In-Season Prediction of County-Level Corn Yield Three Months Before Harvest
Ziao Liu, Liping Di, Chen Zhang, Liying Guo, Bosen Shao, Hui Li, George Mason University, United States
Thu, 13 Aug, 08:45 - 09:00

TH1.R14.2: NATIONAL-SCALE ORCHARD TYPE MAPPING VIA MULTIMODAL DEEP LEARNING FUSION OF VERY-HIGH-RESOLUTION IMAGERY AND SATELLITE TIME SERIES
Lior Fine, Tarin Paz-Kagan, Ben-Gurion University of the Negev, Israel; Offer Rozenstein, Agricultural Research Organization - Volcani Institute, Israel
Thu, 13 Aug, 09:00 - 09:15

TH1.R14.3: CROP YIELD PREDICTION FOR BREEDING USING UAV REMOTE SENSING AND MULTIMODAL LARGE LANGUAGE MODEL
Guofeng Yang, Ling Qing, Southwest University, China; Yong He, Xuping Feng, Zhejiang University, China
Thu, 13 Aug, 09:15 - 09:30

TH1.R14.4: Weekly Field-Level Agricultural Tillage Event Mapping for the Midwestern U.S. Using Sentinel-1 and Sentinel-2 Data Fusion
Xinyu Wang, Liping Di, Chen Zhang, Hui Li, Bosen Shao, George Mason University, United States
Thu, 13 Aug, 09:30 - 09:45

TH1.R14.5: SMART MONITORING OF COVERED GREENHOUSES: IMPLEMENTATION OF REMOTE SENSING AND DEEP LEARNING FOR SUSTAINABLE LAND PLANNING
David Freire Granda, ESPOL Polytechnic University, Ecuador; Cesar Ivan Alvarez, University of Augsburg, Germany; María Fernanda Calderón, Andrés Velastegui-Montoya, ESPOL Polytechnic University, Ecuador