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Sensitivity Analysis and Validation for Numerical Simulation of Water Infiltration into Unsaturated Soil

A FORTRAN code for liquid water flow in unsaturated soil under the isothermal condition was developed to simulate water infiltration into Yolo light clay. The governing equation, that is, Richards' equation, was approximated by the finite-difference method. A normalized sensitivity coefficient...

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Autores principales: Goh, Eng Giap, Noborio, Kosuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4897359/
https://www.ncbi.nlm.nih.gov/pubmed/27347550
http://dx.doi.org/10.1155/2015/824721
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author Goh, Eng Giap
Noborio, Kosuke
author_facet Goh, Eng Giap
Noborio, Kosuke
author_sort Goh, Eng Giap
collection PubMed
description A FORTRAN code for liquid water flow in unsaturated soil under the isothermal condition was developed to simulate water infiltration into Yolo light clay. The governing equation, that is, Richards' equation, was approximated by the finite-difference method. A normalized sensitivity coefficient was used in the sensitivity analysis of Richards' equation. Normalized sensitivity coefficient was calculated using one-at-a-time (OAT) method and elementary effects (EE) method based on hydraulic functions for matric suction and hydraulic conductivity. Results from EE method provided additional insight into model input parameters, such as input parameter linearity and oscillating sign effect. Boundary volumetric water content (θ (L) (upper bound)) and saturated volumetric water content (θ (s)) were consistently found to be the most sensitive parameters corresponding to positive and negative relations, as given by the hydraulic functions. In addition, although initial volumetric water content (θ (L) (initial cond)) and time-step size (Δt), respectively, possessed a great amount of sensitivity coefficient and uncertainty value, they did not exhibit significant influence on model output as demonstrated by spatial discretization size (Δz). The input multiplication of parameters sensitivity coefficient and uncertainty value was found to affect the outcome of model simulation, in which parameter with the highest value was found to be Δz.
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spelling pubmed-48973592016-06-26 Sensitivity Analysis and Validation for Numerical Simulation of Water Infiltration into Unsaturated Soil Goh, Eng Giap Noborio, Kosuke Int Sch Res Notices Research Article A FORTRAN code for liquid water flow in unsaturated soil under the isothermal condition was developed to simulate water infiltration into Yolo light clay. The governing equation, that is, Richards' equation, was approximated by the finite-difference method. A normalized sensitivity coefficient was used in the sensitivity analysis of Richards' equation. Normalized sensitivity coefficient was calculated using one-at-a-time (OAT) method and elementary effects (EE) method based on hydraulic functions for matric suction and hydraulic conductivity. Results from EE method provided additional insight into model input parameters, such as input parameter linearity and oscillating sign effect. Boundary volumetric water content (θ (L) (upper bound)) and saturated volumetric water content (θ (s)) were consistently found to be the most sensitive parameters corresponding to positive and negative relations, as given by the hydraulic functions. In addition, although initial volumetric water content (θ (L) (initial cond)) and time-step size (Δt), respectively, possessed a great amount of sensitivity coefficient and uncertainty value, they did not exhibit significant influence on model output as demonstrated by spatial discretization size (Δz). The input multiplication of parameters sensitivity coefficient and uncertainty value was found to affect the outcome of model simulation, in which parameter with the highest value was found to be Δz. Hindawi Publishing Corporation 2015-09-28 /pmc/articles/PMC4897359/ /pubmed/27347550 http://dx.doi.org/10.1155/2015/824721 Text en Copyright © 2015 E. G. Goh and K. Noborio. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Goh, Eng Giap
Noborio, Kosuke
Sensitivity Analysis and Validation for Numerical Simulation of Water Infiltration into Unsaturated Soil
title Sensitivity Analysis and Validation for Numerical Simulation of Water Infiltration into Unsaturated Soil
title_full Sensitivity Analysis and Validation for Numerical Simulation of Water Infiltration into Unsaturated Soil
title_fullStr Sensitivity Analysis and Validation for Numerical Simulation of Water Infiltration into Unsaturated Soil
title_full_unstemmed Sensitivity Analysis and Validation for Numerical Simulation of Water Infiltration into Unsaturated Soil
title_short Sensitivity Analysis and Validation for Numerical Simulation of Water Infiltration into Unsaturated Soil
title_sort sensitivity analysis and validation for numerical simulation of water infiltration into unsaturated soil
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4897359/
https://www.ncbi.nlm.nih.gov/pubmed/27347550
http://dx.doi.org/10.1155/2015/824721
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