Estimation of transpiration coefficient and aboveground biomass in maize using time-series UAV multispectral imagery

Estimation of transpiration coefficient and aboveground biomass in maize using time-series UAV multispectral imagery

Estimating spatial variation in crop transpiration coefficients (CTc) and aboveground biomass (AGB) rapidly and accurately by remote sensing can facilitate precision irrigation management in semiarid regions. This study developed and assessed a novel machine learning (ML) method for estimating CTc a...

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Bibliographic Details
Main Authors:	Guomin Shao, Wenting Han, Huihui Zhang, Yi Wang, Liyuan Zhang, Yaxiao Niu, Yu Zhang, Pei Cao
Format:	Article
Language:	English
Published:	KeAi Communications Co., Ltd. 2022-10-01
Series:	Crop Journal
Subjects:	Crop transpiration Normalized difference red-edge index Unmanned aerial vehicles Random forest regression Biomass
Online Access:	http://www.sciencedirect.com/science/article/pii/S2214514122001866

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