Reactive contaminant transport simulation using the analytic element method, random walk particle tracking and kernel density estimator.
Kernel density estimator (KDE)
Radioactive decay, aAnalytic element method (AEM)
Random walk particle tracking (RWPT)
Journal
Journal of contaminant hydrology
ISSN: 1873-6009
Titre abrégé: J Contam Hydrol
Pays: Netherlands
ID NLM: 8805644
Informations de publication
Date de publication:
Apr 2019
Apr 2019
Historique:
received:
18
09
2018
revised:
15
12
2018
accepted:
27
01
2019
pubmed:
11
3
2019
medline:
30
11
2019
entrez:
11
3
2019
Statut:
ppublish
Résumé
In this study, we propose a simulation model to solve the two-dimensional groundwater flow and advection-dispersion-reaction equation (ADRE) by coupling analytic element method (AEM), random walk particle tracking (RWPT) and kernel density estimator (KDE). In the AEM-RWPT-KDE model, AEM solves the groundwater flow equation, RWPT solves the advection-dispersion-reaction equation and KDE enhances the accuracy and computational efficiency of RWPT. AEM generates a continuous velocity distribution which is suitable for RWPT. An analytic expression is modified to simulate radioactive decay for discrete transport time steps and is embedded in the RWPT model. Linear adsorption is also incorporated in the RWPT model by tracking particles with a retarded velocity. Unlike Eulerian transport models such as finite element or finite difference methods, RWPT is completely free from numerical dispersion. The comparison of results illustrates the superiority of the RWPT model over accurate Eulerian-Lagrangian models with reference to the analytical solution. Further, the AEM-RWPT-KDE model is used to simulate the transport processes of Radium-228 and Trichloroethene (TCE) in two hypothetical aquifer cases. Both case studies reflect the practical applicability of the proposed methodology.
Identifiants
pubmed: 30851985
pii: S0169-7722(18)30282-1
doi: 10.1016/j.jconhyd.2019.01.006
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
76-88Informations de copyright
Copyright © 2019 Elsevier B.V. All rights reserved.