Modeling of Soil Aggregate Stability using Support Vector Machines and Multiple Linear Regression

Modeling of Soil Aggregate Stability using Support Vector Machines and Multiple Linear Regression

Introduction: Soil aggregate stability is a key factor in soil resistivity to mechanical stresses, including the impacts of rainfall and surface runoff, and thus to water erosion (Canasveras et al., 2010). Various indicators have been proposed to characterize and quantify soil aggregate stability, f...

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Bibliographic Details
Main Authors:	Ali Asghar Besalatpour, H. Shirani, E. Eafandiyarpour
Format:	Article
Language:	fas
Published:	Ferdowsi University of Mashhad 2016-02-01
Series:	مجله آب و خاک
Subjects:	Geometric mean diameter (GMD) Soil structure Support vector machines (SVMs) Soil physical properties
Online Access:	http://jsw.um.ac.ir/index.php/jsw/article/view/22620

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