Soil & Water Res., 2018, 13(1):18-28 | DOI: 10.17221/245/2016-SWR
Modelling solute transport in homogeneous and heterogeneous porous media using spatial fractional advection-dispersion equationOriginal Paper
- Department of Water Science and Engineering, Faculty of Agriculture, University of Kurdistan, Sanandaj, Iran
This paper compared the abilities of advection-dispersion equation (ADE) and spatial fractional advection-dispersion equation (sFADE) to describe the migration of a non-reactive contaminant in homogeneous and heterogeneous soils. To this end, laboratory tests were conducted in a sandbox sizing 2.5 × 0.1 × 0.6 m (length × width × height). After performing a parametric sensitivity analysis, parameters of sFADE and ADE were individually estimated using the inverse problem method at each distance. The dependency of estimated parameters on distance was examined. The estimated parameters at 30 cm were used to predict breakthrough curves (BTCs) at subsequent distances. The results of sensitivity analysis indicated that average pore-water velocity and dispersion coefficient were, respectively, the most and least sensitive parameters in both mathematical models. The values of fractional differentiation orders (α) for sFADE were smaller than 2 in both soils. The scale-dependency of the dispersion coefficients of ADE and sFADE was observed in both soils. However, the application of sFADE to describe solute transport reduced the scale effect on the dispersion coefficient, especially in the heterogeneous soil. For the homogeneous soil, the predicting results of ADE and sFADE were nearly similar, while for the heterogeneous soil, the predicting results of sFADE were more satisfactory in comparison with those of ADE, especially when the transport distance increased. Compared to ADE, the sFADE simulated somewhat better the tailing parts of BTCs and showed the earlier arrival of tracer. Overall, the solute transport, especially in the heterogeneous soil, was non-Fickian and the sFADE somewhat better described non-Fickian transport.
Keywords: fractional differentiation order; fractional dispersion coefficient; non-Fickian transport; scale effect
Published: March 31, 2018 Show citation
ACS | AIP | APA | ASA | Harvard | Chicago | Chicago Notes | IEEE | ISO690 | MLA | NLM | Turabian | Vancouver |
References
- Benson D.A., Wheatcraft S.W., Meerschaert M.M. (2000a): Application of a fractional advection-dispersion equation. Water Resources Research, 36: 1403-1412.
Go to original source...
- Benson D.A., Wheatcraft S.W., Meerschaert M.M. (2000b): The fractional-order governing equation of Lévy motion. Water Resources Research, 36: 1413-1423.
Go to original source...
- Benson D.A., Schumer R., Meerschaert M.M., Wheatcraft S.W. (2001): Fractional dispersion, Lévy motion, and the MADE tracer tests. Transport in Porous Media, 42: 211-240.
Go to original source...
- Berkowitz B., Scher H. (2009): Exploring the nature of nonFickian transport in laboratory experiments. Advances in Water Resources, 32: 750-755.
Go to original source...
- Berkowitz B., Cortis A., Dentz M., Scher H. (2006): Modeling non-Fickian transport in geological formations as a continuous time random walk. Reviews of Geophysics, 44: RG2003.
Go to original source...
- Chakraborty P., Meerschaert M.M., Lim C.Y. (2009): Parameter estimation for fractional transport: A particle-tracking approach. Water Resources Research, 45: W10415.
Go to original source...
- Clarke D.D., Meerschaert M.M., Wheatcraft A.W. (2005): Fractal travel time estimates for dispersive contaminants. Groundwater, 43: 401-407.
Go to original source...
Go to PubMed...
- Gan Y., Duan Q., Gong W., Tong C., Sun Y., Chu W., Ye A., Miao C., Di Z. (2014): A comprehensive evaluation of various sensitivity analysis methods: A case study with a hydrological model. Environmental Modelling & Software, 51: 269-285.
Go to original source...
- Gao G., Zhan H., Feng S.H., Huang G., Mao X. (2009): Comparison of alternative models for simulating anomalous solute transport in a large heterogeneous soil column. Journal of Hydrology, 377: 391-404.
Go to original source...
- Goosen M.F.A., Shayya W.H. (1999): Water Management Purification and Conservation in Arid Climates. Vol. 1, Landcaster, Technomic Publishing Company, Inc.
Go to original source...
- Huang G., Huang Q., Zhan H. (2006): Evidence of onedimensional scale-dependent fractional advection-dispersion. Journal of Contaminant Hydrology, 85: 53-71.
Go to original source...
Go to PubMed...
- Huang K., Toride N., van Genuchten M.T. (1995): Experimental investigation of solute transport in large, homogeneous and heterogeneous, saturated soil columns. Transport in Porous Media, 18: 283-302.
Go to original source...
- Huang Y.-C., Yeh H.-D. (2007): The use of sensitivity analysis in on-line aquifer parameter estimation. Journal of Hydrology, 335: 406-418.
Go to original source...
- Khan N., Gaurav D., Kandl T. (2013): Performance evaluation of Levenberg-Marquardt technique in error reduction for diabetes condition classification. Procedia Computer Science, 18: 2629-2637.
Go to original source...
- Liu D., Jivkov A.P., Wang L., Si G., Yu J. (2017): Non-Fickian dispersive transport of strontium in laboratory-scale columns: Modelling and evaluation. Journal of Hydrology, 549: 1-11.
Go to original source...
- Mao M., Ren L. (2004): Simulating non-equilibrium transport of atrazine through saturated soil. Groundwater, 42: 500-508.
Go to original source...
Go to PubMed...
- Neuman S.P., Tartakovsky D.M. (2009): Perspective on theories of non-Fickian transport heterogeneous media. Advances in Water Resources, 32: 670-680.
Go to original source...
- Ogata A., Banks R.B. (1961): A solution of the differential equation of longitudinal dispersion in porous media. U.S. Geological Survey Professional Paper, 411-A.
Go to original source...
- Pachepsky Y., Benson D.A., Rawls W. (2000): Simulating scale-dependent solute transport in soils with the fractional advective-dispersive equation. Soil Science Society America Journal, 64: 1234-1243.
Go to original source...
- Schumer R., Benson D.A., Meerschaert M.M., Wheatcraft S.W. (2001): Eulerian derivation of the fractional advection-dispersion equation. Journal of Contaminant Hydrology, 48: 69-88.
Go to original source...
Go to PubMed...
- Song X., Zhang J., Zhan C., Xuan Y., Ye M., Xu C. (2015): Global sensitivity analysis in hydrological modeling: Review of concepts, methods, theoretical framework, and applications. Journal of Hydrology, 523: 739-757.
Go to original source...
- Toride N., Leij F., van Genuchten M.Th. (1999): The CXTFIT Code for Estimating Transport Parameters from Laboratory or Field Tracer Experiments. Version 2.1, Research Report 137, Riverside, US Salinity Lab.
- Wang L., Cardenas M.B., Lim C.Y. (2014): Non-Fickian transport through two-dimensional rough fractures: Assessment and prediction. Water Resources Research, 50: 871-884.
Go to original source...
- Xiong Y., Huang G., Huang Q. (2006): Modelling solute transport in one-dimensional homogeneous and heterogeneous soil columns with continuous time random walk. Journal of Contaminant Hydrology, 86: 163-175.
Go to original source...
Go to PubMed...
This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY NC 4.0), which permits non-comercial use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.