Airborne hyperspectral imaging of nitrogen deficiency on crop traits and yield of maize by machine learning and radiative transfer modeling

Sheng Wang, Kaiyu Guan, Zhihui Wang, Elizabeth A. Ainsworth, Ting Zheng, Philip A. Townsend, Nanfeng Liu, Emerson Nafziger, Michael D. Masters, Kaiyuan Li, Genghong Wu, Chongya Jiang. Airborne hyperspectral imaging of nitrogen deficiency on crop traits and yield of maize by machine learning and radiative transfer modeling. Int. J. Applied Earth Observation and Geoinformation, 105:102617, 2021. [doi]

Authors

Sheng Wang

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Kaiyu Guan

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Zhihui Wang

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Elizabeth A. Ainsworth

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Ting Zheng

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Philip A. Townsend

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Nanfeng Liu

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Emerson Nafziger

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Michael D. Masters

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Kaiyuan Li

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Genghong Wu

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Chongya Jiang

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