A Fractional-order dual-continuum model to capture non-Fickian solute transport in a regional-scale fractured aquifer

Dong, Peiyao1,2,3; Yin, Maosheng4; Zhang, Yong5; Chen, Kewei2; Finkel, Michael3; Grathwohl, Peter3; Zheng, Chunmiao2,4,6

2023-09-01

10.1016/j.jconhyd.2023.104231

JOURNAL OF CONTAMINANT HYDROLOGY   影响因子和分区

0169-7722

1873-6009

Contaminant transport in fractured media exhibits complex dynamics, including multiple peaks in breakthrough curves (BTCs) and non-Fickian diffusion, thereby posing significant challenges to the application of traditional transport models. Here we undertook a detailed study of a natural-gradient tracer test conducted in a regional-scale fractured carbonate aquifer situated in southwestern Germany, where the observed BTCs contained both dual peaks and positive skewness. These BTCs were used to optimize parameters and interpret their physical meanings for several transport models, including the dual-continuum model (DCM) and the fractional derivative equation (FDE) model. Tracer concentration distributions were simulated in both single-and dual-continuum media employing the DCM and FDE models. Our results demonstrated that while the DCM model could reasonably replicate the bimodal BTC, the FDE (which accounts for solute retention) outperformed in capturing the heavy-tailed BTC. This was attributed to the limitations of grid-based numerical models that assume Fickian diffusion and fail to map small-scale medium heterogeneity exhaustively. In contrast, a parsimonious model like the FDE, with upscaled parameters, was found to be more effective in capturing regional-scale non-Fickian transport. To further characterize the multiple BTC peaks the standard FDE missed, we proposed a fractional derivative dual-continuum model (fDCM). This model was found to be adept at capturing both the multi-peak and late-time heavy tail in the BTC. Our study thus opens an alternate pathway for modeling solute transport in regional-scale fractured to partially karstified aquifers.

Fractured aquifer Dual-continuum model Fractional-derivative transport model Non-Fickian transport

SCI ; EI

英语

通讯

German Research Foundation (DFG)[SFB 1253/1] ; National Natural Science Foundation of China[41931292]

Environmental Sciences & Ecology ; Geology ; Water Resources

Environmental Sciences ; Geosciences, Multidisciplinary ; Water Resources

WOS:001062781100001

ELSEVIER

20233414582690

Aquifers ; Continuum mechanics ; Diffusion in liquids ; Diffusion in solids ; Fracture ; Hydrogeology

Groundwater:444.2 ; Geology:481.1 ; Classical Physics; Quantum Theory; Relativity:931 ; Mechanics:931.1 ; Materials Science:951

ENVIRONMENT/ECOLOGY

Web of Science

1.Peking Univ, Inst Water Sci, Coll Engn, Beijing, Peoples R China
2.Southern Univ Sci & Technol, Sch Environm Sci & Engn, State Environm Protect Key Lab Integrated Surface, Shenzhen, Peoples R China
3.Univ Tubingen, Dept Geosci, Tubingen, Germany
4.Eastern Inst Technol, Eastern Inst Adv Study, Ningbo, Peoples R China
5.Univ Alabama, Dept Geol Sci, Tuscaloosa, AL USA
6.Southern Univ Sci & Technol, Shenzhen, Peoples R China

Dong, Peiyao,Yin, Maosheng,Zhang, Yong,et al. A Fractional-order dual-continuum model to capture non-Fickian solute transport in a regional-scale fractured aquifer[J]. JOURNAL OF CONTAMINANT HYDROLOGY,2023,258.

Dong, Peiyao.,Yin, Maosheng.,Zhang, Yong.,Chen, Kewei.,Finkel, Michael.,...&Zheng, Chunmiao.(2023).A Fractional-order dual-continuum model to capture non-Fickian solute transport in a regional-scale fractured aquifer.JOURNAL OF CONTAMINANT HYDROLOGY,258.

Dong, Peiyao,et al."A Fractional-order dual-continuum model to capture non-Fickian solute transport in a regional-scale fractured aquifer".JOURNAL OF CONTAMINANT HYDROLOGY 258(2023).