Machine learning-based smart irrigation controller for runoff minimization in turfgrass irrigation

Machine learning-based smart irrigation controller for runoff minimization in turfgrass irrigation

Inadequate turfgrass irrigation management poses a significant challenge, resulting in considerable water loss through runoff and the transport of contaminants, ultimately jeopardizing surface and groundwater quality. This study introduces a Machine Learning (ML)-based Decision Support System (DSS)...

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Bibliographic Details
Main Authors: Sambandh Dhal, Jorge Alvarado, Ulisses Braga-Neto, Benjamin Wherley
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Smart Agricultural Technology
Subjects:
Machine learning
Decision support system
Radial Basis Function–Support Vector Machine
Monte Carlo
Soil Wetting Efficiency Index
Green cover
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524001746
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