Predicting Minimum Temperatures of Plastic Greenhouse During Strawberry Growing in Changfeng, China: A Comparison of Machine Learning Algorithms and Multiple Linear Regression

Predicting Minimum Temperatures of Plastic Greenhouse During Strawberry Growing in Changfeng, China: A Comparison of Machine Learning Algorithms and Multiple Linear Regression

Scientific management and environmental regulation of facility strawberries depends on the level of accurate prediction and forecasting of low temperature freezes in plastic greenhouses during winter and spring strawberry cultivation. Accurate identification of potential factors affecting layer-by-l...

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Bibliographic Details
Main Authors: Xuelin Wang, Qinqin Huang, Dong Wu, Jinhua Xie, Ming Cao, Jun Liu
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Agronomy
Subjects:
<i>Fragaria</i> × <i>ananassa</i> Duch
low-temperature stress
strawberry growing season
random forest
back propagation
microclimate regulation and control
Online Access:https://www.mdpi.com/2073-4395/15/3/709
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