Field-scale yield prediction of winter wheat under different irrigation regimes based on dynamic fusion of multimodal UAV imagery

Field-scale yield prediction of winter wheat under different irrigation regimes based on dynamic fusion of multimodal UAV imagery

Field-scale crop yield prediction is critical to site-specific field management, which has been facilitated by recent studies fusing unmanned aerial vehicles (UAVs) based multimodal data. However, these studies equivalently stacked multimodal data and underused canopy spatial information. In this st...

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Bibliographic Details
Main Authors: Juncheng Ma, Binhui Liu, Lin Ji, Zhicheng Zhu, Yongfeng Wu, Weihua Jiao
Format: Article
Language:English
Published: Elsevier 2023-04-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Yield prediction
Winter wheat
Multimodal UAV imagery
Dynamic fusion
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843223001140

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http://www.sciencedirect.com/science/article/pii/S1569843223001140

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