Random forest, M5P and regression analysis to estimate the field unsaturated hydraulic conductivity

Random forest, M5P and regression analysis to estimate the field unsaturated hydraulic conductivity

Abstract Hydraulic conductivity of soil reveals its influencing role in the studies related to management of surface and subsurface flow, e.g. irrigation and drainage projects, and solute mass transport models. Direct measurements of hydraulic conductivity have many difficulties due to spatial varia...

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Bibliographic Details
Main Authors: Parveen Sihag, Sahar Mohsenzadeh Karimi, Anastasia Angelaki
Format: Article
Language:English
Published: SpringerOpen 2019-07-01
Series:Applied Water Science
Subjects:
Unsaturated hydraulic conductivity
M5 model tree
Random forest
Multivariate nonlinear regression
Online Access:http://link.springer.com/article/10.1007/s13201-019-1007-8

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