Predicting Sheet and Rill Erosion of Shihmen Reservoir Watershed in Taiwan Using Machine Learning

Predicting Sheet and Rill Erosion of Shihmen Reservoir Watershed in Taiwan Using Machine Learning

Shihmen Reservoir watershed is vital to the water supply in Northern Taiwan but the reservoir has been heavily impacted by sedimentation and soil erosion since 1964. The purpose of this study was to explore the capability of machine learning algorithms, such as decision tree and random forest, to pr...

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Bibliographic Details
Main Authors: Kieu Anh Nguyen, Walter Chen, Bor-Shiun Lin, Uma Seeboonruang, Kent Thomas
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Sustainability
Subjects:
soil erosion
sheet and rill erosion
erosion pins
random forest
decision tree
multiple regression
Shihmen reservoir
machine learning
Online Access:https://www.mdpi.com/2071-1050/11/13/3615

Internet

https://www.mdpi.com/2071-1050/11/13/3615

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