Estimation of plant height and yield based on UAV imagery in faba bean (Vicia faba L.).

Yishan JiZhen ChenQian ChengRong LiuMengwei LiXin YanGuan LiDong WangLi FuYu MaXiuliang JinXuxiao ZongTao Yang

Published in: Plant methods (2022)

The results of this study indicated that it is feasible to monitor the plant height of faba bean during the whole growth period based on UAV imagery. Furthermore, the machine learning algorithms can estimate the yield of faba bean reasonably with the multiple time points data of plant height.

Keyphrases

machine learning
body mass index
big data
deep learning
artificial intelligence
cell wall
electronic health record
data analysis