Estimation of Spring Maize Evapotranspiration in Semi-Arid Regions of Northeast China Using Machine Learning: An Improved SVR Model Based on PSO and RF Algorithms

Accurate estimation of crop evapotranspiration (<i>ET<sub>c</sub></i>) is crucial for effective irrigation and water management. To achieve this, support vector regression (SVR) was applied to estimate the daily <i>ET<sub>c</sub></i> of spring maize. R...

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Bibliographic Details
Main Authors: Wenjie Hou, Guanghua Yin, Jian Gu, Ningning Ma
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/15/8/1503