Comparing CNNs and PLSr for estimating wheat organs biophysical variables using proximal sensing

Estimation of biophysical vegetation variables is of interest for diverse applications, such as monitoring of crop growth and health or yield prediction. However, remote estimation of these variables remains challenging due to the inherent complexity of plant architecture, biology and surrounding en...

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Bibliographic Details
Main Authors: Alexis Carlier, Sébastien Dandrifosse, Benjamin Dumont, Benoit Mercatoris
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1204791/full