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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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Detalles Bibliográficos
Autores principales: Carlier, Alexis, Dandrifosse, Sébastien, Dumont, Benjamin, Mercatoris, Benoit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10694231/
http://dx.doi.org/10.3389/fpls.2023.1204791