Stem water potential estimation from images using a field noise-robust deep regression-based approach in peach trees

Abstract Field-grown peach trees are large and have a complex branch structure; therefore, detection of water deficit stress from images is challenging. We obtained large datasets of images of field-grown peach trees with continuous values of stem water potential (Ψstem) through partial secession tr...

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Bibliographic Details
Main Authors: Takayoshi Yamane, Harshana Habaragamuwa, Ryo Sugiura, Taro Takahashi, Hiroko Hayama, Nobuhito Mitani
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-49980-8