Estimation of Leaf Water Content of a Fruit Tree by In Situ Vis-NIR Spectroscopy Using Multiple Machine Learning Methods in Southern Xinjiang, China

Water scarcity is one of the most significant environmental factors that inhibits photosynthesis and decreases the growth and productivity of plants. Using the deep learning convolutional neural network (CNN) model, this study evaluates the ability of spectroscopy to estimate leaf water content (LWC...

Full description

Bibliographic Details
Main Authors: Jintao Cui, Mamat Sawut, Nuerla Ailijiang, Asiya Manlike, Xin Hu
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/14/8/1664