Prediction of Grape Sap Flow in a Greenhouse Based on Random Forest and Partial Least Squares Models

Prediction of Grape Sap Flow in a Greenhouse Based on Random Forest and Partial Least Squares Models

Understanding variations in sap flow rates and the environmental factors that influence sap flow is important for exploring grape water consumption patterns and developing reasonable greenhouse irrigation schedules. Three irrigation levels were established in this study: adequate irrigation (W1), mo...

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Bibliographic Details
Main Authors: Xuelian Peng, Xiaotao Hu, Dianyu Chen, Zhenjiang Zhou, Yinyin Guo, Xin Deng, Xingguo Zhang, Tinggao Yu
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Water
Subjects:
greenhouse grapes
sap flow rate
random forest model
meteorology
soil moisture
uncertainty analysis
Online Access:https://www.mdpi.com/2073-4441/13/21/3078

Internet

https://www.mdpi.com/2073-4441/13/21/3078

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