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

  • Peiyao Dong
  • , Maosheng Yin
  • , Yong Zhang
  • , Kewei Chen
  • , Michael Finkel
  • , Peter Grathwohl
  • , Chunmiao Zheng

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

Abstract

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.

Original languageEnglish
Article number104231
JournalJournal of Contaminant Hydrology
Volume258
DOIs
StatePublished - Sep 2023
Externally publishedYes

Funding

The work was supported by the German Research Foundation (DFG)-funded Collaborative Research Centre 1253 CAMPOS (Project 5: Fractured Aquifer) (DFG Grant Agreement SFB 1253/1). Additional support was provided by the National Natural Science Foundation of China (No. 41931292 ). The first author is grateful to China Scholarship Council for a scholarship to visit the University of Tübingen. Thanks also go to Dr. Karsten Osenbrück for the geological information and observation data, and to Dr. Bo Xiao of the University of Tübingen and Xiangnan Yu of Hohai University for their help with code development.

Keywords

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

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