IEEE GRSS
First Slide
2026 IEEE International Geoscience and Remote Sensing Symposium
9 - 14 August 2026 • Washington, D.C.
TU1.R14: Agriculture: Machine Learning for Crop Monitoring I
Tuesday, 11 August, 08:30 - 09:45
Location: Jefferson East
Session Type: Oral
Track: Land Applications
Tue, 11 Aug, 08:30 - 08:45

TU1.R14.1: ORIGIN IDENTIFICATION OF DRIED SHIITAKE MUSHROOMS USING HYPERSPECTRAL IMAGING AND DEEP NEURAL NETWORKS
Min-Shao Shih, National Chung Hsing University, Taiwan; Tsang-Sen Liu, Taiwan Agriculture Research Institute, Taiwan; Yen-Chieh Ouyang, National Chung Hsing University, Taiwan
Tue, 11 Aug, 08:45 - 09:00

TU1.R14.2: Predicting State Corn and Soybean Yields from County Yields with Bayesian Neural Network (BNN) Models
Zhengwei Yang, USDA National Agricultural Statistics Service, United States; Songxi Yang, University of Wisconsin–Madison, United States; Yuchi Ma, Stanford University, United States; Xiaoyu Wang, Zhou Zhang, Qunying Huang, University of Wisconsin–Madison, United States
Tue, 11 Aug, 09:00 - 09:15

TU1.R14.3: POTATO CROP EARLY IDENTIFICATION USING OPTICAL AND RADAR DATA
Matei Debu, Kamal Marandskiy, Mihai Ivanovici, Transilvania University of Brasov, Romania
Tue, 11 Aug, 09:15 - 09:30

TU1.R14.4: BANANA PLANTS COUNTING WITH YOLO: COMPARISON BETWEEN RED EDGE AND RGB BANDS
Josué Ponce Ramírez, ESPOL Polytechnic University, Ecuador; Renata Pacheco Quevedo, University of Vienna, Austria; Andrés Velastegui-Montoya, ESPOL Polytechnic University, Ecuador; Diniz Carvalho de Arruda, Center for Embedded Devices and Research in Digital Agriculture (CEDRA), Brazil; Diego Delgado-Pico, Samuel Mora-Mejia, ESPOL Polytechnic University, Ecuador
Tue, 11 Aug, 09:30 - 09:45

TU1.R14.5: Estimating leaf nutrient concentration in Wild Blueberries using hyperspectral data
Kallol Barai, Parinaz Rahimzadeh-Bajgiran, University of Maine, United States; Ittai Herrmann, The Hebrew University of Jerusalem, Israel; Peter Nelson, Laboratory of Ecological Spectroscopy, United States; Jose Meireles, University of Maine, United States; Yong-Jiang Zhang, Xishuangbanna Tropical Botanical Garden, China