Abstract
Expansive clay is of multi-fissures and deterioration with the changing moisture. To ensure the safety of earth constructions founded on expansive clay in the semiarid area, the effects of intensive water migration have received much more attention, together with global warming and climate change. Herein, water migration was analyzed from the perspective of the anomalous diffusion equation, and the time-fractional vapor–liquid migration equation in one-dimensional unsaturated clay was discussed based on Caputo and conformable fractional derivatives. The model’s validity was also verified by the measured data obtained from the migration experiments under various temperatures and water gradients in a closed system. The sensitivity of the fractional order was further analyzed. Results show that the fractional-order water migration model can describe the migration process of water in unsaturated clay well. Its error was about 30% of the integer-order model. The presented model may help study the law of water migration in unsaturated expansive clay.
Similar content being viewed by others
Data availability
Some or all data, models, or code generated or used during the study are available from the corresponding author by request.
References
An N, Hemmati S, Cui YJ, Tang CS (2018) Numerical investigation of water evaporation from Fontainebleau sand in an environmental chamber. Eng Geol 234:55–64. https://doi.org/10.1016/j.enggeo.2018.01.005
Anderson DR, Ulness DJ (2015) Properties of the Katugampola fractional derivative with potential application in quantum mechanics. J Math Phys 56(6):1–15. https://doi.org/10.1063/1.4922018
Avci D, Eroglu BBI, Ozdemir N (2017) The Dirichlet problem of a conformable advection-diffusion equation. Therm Sci 1(1):9–18. https://doi.org/10.2298/TSCI160421235A
Benkhettou N, Hassani S, Torres DFM (2016) A conformable fractional calculus on arbitrary time scales. J King Saud Univ Sci 28(1):93–98. https://doi.org/10.1016/j.jksus.2015.05.003
Cai GH, Lu HJ, Liu SY (2017) Moisture-heat migration laws and permeability of compacted clay under temperature gradient. Journal of Northeastern University(Natural Science) 38(6):874–879. (in Chinese)
Cao C, Yin D, Xiang G, Guo H, Chen Y (2020) Study on horizontal diffusion of agent solutions in underground unsaturated soil: experiments and model simulations. Environ Eng Res 26(3): 200119. https://doi.org/10.4491/eer.2020.119
Celia MA, Boulotas ET, Zarba RL (1990) A general mass conservative numerical solution for the unsaturated flow equation. Water Resour Res 26(7):1483–1496. https://doi.org/10.1029/WR026i007p01483
Cenesiz Y, Kurt A, Nane E (2017) Stochastic solutions of conformable fractional Cauchy problems. Stat Probabil Lett 124:126–131. https://doi.org/10.1016/j.spl.2017.01.012
Chang FX, Chen J, Huang W (2005) Anomalous diffusion and fractional convective-diffusion equations. Acta Physica Sinica 54(3):1113–1117. https://doi.org/10.3321/j.issn:1000-3290.2005.03.020. (in Chinense)
Chanzy A, Bruckler L (1993) Signification of soil surface moisture with respect to daily bare soil evaporation. Water Resour Res 29(4):1113–1125. https://doi.org/10.1029/92WR02747
Chen J, Williams K, Chen W, Shen JH, Ye FP (2020) A review of moisture migration in bulk material. Particul Sci Technol 38(2):247–260. https://doi.org/10.1080/02726351.2018.1504152
Chen PP, Bai B (2015) Numerical simulation of moisture-heat coupling in porous media with circular heat source by SPH method. Chin J Geotech Eng 37(6):1025–1030. (in Chinese)
Chung WS (2015) Fractional Newton mechanics with conformable fractional derivative. J Comput Appl Math 290:150–158. https://doi.org/10.1016/j.cam.2015.04.049
Freitas AA, Vigo DA, Teixeira MG, Vasconcellos CD (2017) Horizontal water flow in unsaturated porous media using fractional integral method with adaptive time step. Appl Math Model 48:584–592. https://doi.org/10.1016/j.apm.2017.03.032
Gerolymatou E, Vardoulakis I, Hilfer R (2006) Modelling infiltration by means of a nonlinear fractional diffusion model. J Phys d: Appl Phys 39:4104–4110. https://doi.org/10.1088/0022-3727/39/18/022
Grifoll J, Gastó JM, Cohen Y (2005) Non-isothermal soil water transport and evaporation. Adv Water Resour 28(11):1254–1266. https://doi.org/10.1016/j.advwatres.2005.04.008
He ZY, Zhang S, Teng JD, Yao YP, Sheng DC (2018) A coupled model for liquid water-vapor-heat migration in freezing soils. Cold Reg Sci Technol 148:22–28. https://doi.org/10.1016/j.coldregions.2018.01.003
He J, Hao GW (2007) Relationship between hydraulic conductivity and diffusion coefficient of clay liner. Coal Geology and Exploration 35(6):40–43. https://doi.org/10.3969/j.issn.1001-1986.2007.06.010. (in Chinese)
Iyiola OS, Tasbozan O, Kurt A, Cenesiz Y (2017) On the analytical solutions of the system of conformable time-fractional Robertson equations with 1-D diffusion. Chaos Soliton Fract 94:1–7. https://doi.org/10.1016/j.chaos.2016.11.003
Khalil R, Al Horani M, Yousef A, Sababheh M (2014) A new definition of fractional derivative. J Comput Appl Math 264:65–70. https://doi.org/10.1016/j.cam.2014.01.002
Liu QY, Wang MW, Wu DG, Shen FQ (2021) A computational model of water migration in a closed system of unsaturated expansive clay. KSCE J Civ Eng 25(11):4221–4230. https://doi.org/10.1007/s12205-021-0353-x
Mainardi F (2018) A note on the equivalence of fractional relaxation equations to differential equations with varying coefficients. Mathematics 6:8–12. https://doi.org/10.3390/math6010008
Mascarenhas PVS, Cavalcante ALB (2022) Stochastic foundation to solving transient unsaturated flow problems using a fractional dispersion term. Int J Geomech 22(1):04021262. https://doi.org/10.1061/(ASCE)GM.1943-5622.0002251
Milly PCD (1984) A simulation analysis of thermal effects on evaporation from soil. Water Resour Res 20(8):1087–1098
Mon EE, Hamamoto S, Kawamoto K, Komatsu T, Moldrup P (2016) Temperature effects on solute diffusion and adsorption in differently compacted kaolin clay. Environ Earth Sci 75(7):562. https://doi.org/10.1007/s12665-016-5358-2
Pachepskya Y, Timlinb D, Rawlsc W (2003) Generalized Richards’ equation to simulate water transport in unsaturated soils. J Hydrol 272(1–4):3–13. https://doi.org/10.1016/S0022-1694(02)00251-2
Paul A, Laurila T, Vuorinen V, Divinski SV (2014) Thermodynamics, diffusion and the Kirkendall effect in solids. Springer International Publishing, Switzerland, pp 115–139
Qian Z, Yu B, Wang S, Luo L (2012) A diffusivity model for gas diffusion through fractal porous media. Chem Eng Sci 68(1):650–655. https://doi.org/10.1016/j.ces.2011.10.031
Richards LA (1931) Capillary conduction of liquids through porous mediums. J Appl Phys 1(5):318–333. https://doi.org/10.1063/1.1745010
Shen LH, Chen ZX (2007) Critical review of the impact of tortuosity on diffusion. Chem Eng Sci 62(14):3748–3755. https://doi.org/10.1016/j.ces.2007.03.041
Sophocleous MA (1979) Analysis of water and heat flow in unsaturated-saturated porous media. Water Resour Res 15(5):1195–1206. https://doi.org/10.1029/wr015i005p01195
Su NH (2017) Exact and approximate solutions of fractional partial differential equations for water movement in soils. Hydrology 4(1):8. https://doi.org/10.3390/hydrology4010008
Sun HG, Chen W, Chen YQ (2009) Variable-order fractional differential operators in anomalous diffusion modeling. Phys A 388(21):4586–4592. https://doi.org/10.1016/j.physa.2009.07.024
Taylor SA, Cary JW (1964) Linear equations for the simultaneous flow of matter and energy in a continuous soil system. Soil Sci Soc Am J 28(2):167–172. https://doi.org/10.2136/sssaj1964.03615995002800020013x
Wang CJ, Zhang S, Xu JL (2021) Fractal model of effective gas diffusion coefficient based on permeability correction factor. Lithologic Reservoirs 33(3):162–168. (in Chinese)
Wang R, Zhou HW, Zhuo Z, Xue DJ, Yang S (2020) Finite difference method for space-fractional seepage process in unsaturated soil. Chin J Geotech Eng 42(9):1759–1764. (in Chinese)
Wang TX, Zhao SD (2003) Equation for water vapour transfer in unsaturated soil. China J Highw and Transpo 16(2):18–21. (in Chinese)
Wilson GW, Fredlund DG, Barbour SL (1994) Coupled soil-atmosphere modeling for soil evaporation. Can Geotech J 31(2):151–161. https://doi.org/10.1139/t94-021
Yu BM (2005) Fractal character for tortuous streamtubes in porous media. Chin Phys Lett 22(1):158–160. https://doi.org/10.1088/0256-307X/22/1/045
Yuan SY, Liu XF, Sloan SW, Buzzi OP (2016) Multi-scale characterization of swelling behaviour of compacted maryland clay. Acta Geotech 11(4):789–804. https://doi.org/10.1007/s11440-016-0457-5
Zhai Q, Rahardjo H, Satyanaga A (2019) Estimation of air permeability function from soil-water characteristic curve. Can Geotech J 56(4):505–513. https://doi.org/10.1139/cgj-2017-0579
Zhai Q, Ye WM, Rahardjo H, Satyanaga A, Dai GL, Zhao XL (2021) Theoretical method for the estimation of vapour conductivity for unsaturated soil. Eng Geol 295: 106447. https://doi.org/10.1016/j.enggeo.2021.106447
Zhou HW, Yang S, Zhang SQ (2018) Conformable derivative approach to anomalous diffusion. Physica A 491:1001–1013. https://doi.org/10.1016/j.physa.2017.09.101
Funding
This work was supported by the National Natural Sciences Foundation of China (No 41172274), and the key scientific research project of Anhui University of Finance and Economics (ACKYB22020).
Author information
Authors and Affiliations
Contributions
Qiuyan Liu: data curation, methodology, writing—original draft, validation. Mingwu Wang: supervision, methodology, writing—original draft, funding acquisition, writing—review and editing.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Liu, Q., Wang, M. Numerical investigation of water migration in a closed unsaturated expansive clay system. Bull Eng Geol Environ 82, 202 (2023). https://doi.org/10.1007/s10064-023-03232-1
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10064-023-03232-1