Article
Deep Multimodal Phenotyping and Sensor Fusion for Preharvest Cotton Quality Assessment and Agricultural Economic Decision Support.
Sensors (Basel, Switzerland) - 15 Jul 2026
Luo Jingwen, Wang Xintong, Zhang Shiguo, Zhang Jiahe, Feng Ruobing, Shu Xiuting, Yan Shuo
Abstract excerpt
Cotton fiber quality is shaped during boll development, boll opening, fluffing, and harvesting, but current assessment still relies largely on manual field inspection and postharvest laboratory testing. This limits timely harvest scheduling and plot-level quality management. To address this problem, we propose a self-supervised multimodal sensing framework for linking preharvest cotton boll status, environmental...
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