Estimating Evapotranspiration of Screenhouse Banana Plantations Using Artificial Neural Network and Multiple Linear Regression Models

Estimating Evapotranspiration of Screenhouse Banana Plantations Using Artificial Neural Network and Multiple Linear Regression Models

Measured evapotranspiration (<i>LE</i>) of screenhouse banana plantations was utilized to derive and compare two types of machine-learning models: artificial neural network (ANN) and multiple linear regression (MLR). The measurements were conducted by eddy-covariance systems and meteorol...

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Bibliographic Details
Main Authors: Efi Yohanani, Amit Frisch, Victor Lukyanov, Shabtai Cohen, Meir Teitel, Josef Tanny
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Water
Subjects:
eddy covariance
solar radiation
air temperature
air humidity
wind speed
Online Access:https://www.mdpi.com/2073-4441/14/7/1130

Internet

https://www.mdpi.com/2073-4441/14/7/1130

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