Yield estimation of high-density cotton fields using low-altitude UAV imaging and deep learning

Abstract Background China has a unique cotton planting pattern. Cotton is densely planted in alternating wide and narrow rows to increase yield in Xinjiang, China, causing the difficulty in the accurate estimation of cotton yield using remote sensing in such field with branches occluded and overlapp...

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Bibliographic Details
Main Authors: Fei Li, Jingya Bai, Mengyun Zhang, Ruoyu Zhang
Format: Article
Language:English
Published: BMC 2022-04-01
Series:Plant Methods
Subjects:
Online Access:https://doi.org/10.1186/s13007-022-00881-3