Using Machine Learning Algorithms to Forecast the Sap Flow of Cherry Tomatoes in a Greenhouse

Using Machine Learning Algorithms to Forecast the Sap Flow of Cherry Tomatoes in a Greenhouse

The sap flow of plants directly indicates their water requirements and provides farmers with a good understanding of a plant’s water consumption. Water management can be improved based on this information. This study focuses on forecasting tomato sap flow in relation to various climate an...

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Bibliographic Details
Main Authors: Amora Amir, Marya Butt, Olaf Van Kooten
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Sap flow
tomato
future forecasting
machine learning
feature importance
hyperparameters
Online Access:https://ieeexplore.ieee.org/document/9611229/

Internet

https://ieeexplore.ieee.org/document/9611229/

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