[en] Summary
The intricate architecture of plant root systems is crucial for nutrient and water uptake, significantly influencing plant growth and productivity. Induced polarization (IP) is a promising non-destructive technique for analyzing plant roots in their natural conditions. This study introduces a novel theoretical and numerical model to explain the significant low-frequency polarization of plant root cells observed in previous experiments. Our approach addresses the limitations of existing models by incorporating geometric constraints and internal mechanisms of cell polarization, particularly focusing on interfacial polarization across the cell membrane. Through comprehensive simulations, we investigate various geometries and boundary conditions, demonstrating that densely packed root cells exhibit significant polarization signals within a measurable frequency range due to coupling effects. Our findings align with experimental observations, indicating that the peak frequency is highly sensitive to cell arrangement and membrane properties, while the maximum phase shift remains consistent. This model provides a robust framework for interpreting polarization signals in root systems, offering potential applications for in-situ characterization of plant roots and enhancing the understanding of root dynamics under different environmental conditions.
Disciplines :
Ingénierie électrique & électronique
Auteur, co-auteur :
Izumoto, Satoshi ; Université de Liège - ULiège > Urban and Environmental Engineering
Nguyen, Frédéric ; Université de Liège - ULiège > Département ArGEnCo > Géophysique appliquée
Langue du document :
Anglais
Titre :
Theory and simulation for low frequency interfacial polarization of plant root cell
Abdel Aal, G., Atekwana, E., Radzikowski, S. & Rossbach, S., 2009. Effect of bacterial adsorption on low frequency electrical properties of clean quartz sands and iron-oxide coated sands, Geophys. Res. Lett., 36, 1–5.
Abdel Aal, G.Z., Atekwana, E.A. & Revil, A., 2014. Geophysical signatures of disseminated iron minerals: a proxy for understanding subsurface biophysicochemical processes, J. geophys. Res.: Biogeosci., 119, 1831–1849.
Asami, K., 2006. Dielectric dispersion in biological cells of complex geometry simulated by the three-dimensional finite difference method, J. Phys. D: Appl. Phys., 39(3), 492–499.
Asami, K., 2007. Dielectric properties of biological tissues in which cells are connected by communicating junctions, J. Phys. D: Appl. Phys., 40(12), 3718–3727.
Atkinson, J.A., Pound, M.P., Bennett, M.J. & Wells, D.M., 2019. Uncovering the hidden half of plants using new advances in root phenotyping, Curr. Opin. Biotechnol., 55, 1–8.
Bera, T.K., 2018. Bioelectrical impedance and the frequency dependent current conduction through biological tissues: a short review, IOP Conf. Ser. Mater. Sci. Eng., 331(1), doi:10.1088/1757-899X/331/1/012005.
Bera, T.K., Nagaraju, J. & Lubineau, G., 2016. Electrical impedance spectroscopy (EIS)-based evaluation of biological tissue phantoms to study multifrequency electrical impedance tomography (Mf-EIT) systems, J. Vis., 19(4), 691–713.
Breede, K., Kemna, A., Esser, O., Zimmermann, E., Vereecken, H. & Huisman, J.A., 2011. Joint measurement setup for determining spectral induced polarization and soil hydraulic properties, Vadose Zone J., 10(2), 716–726.
Cao, Y., Repo, T., Silvennoinen, R., Lehto, T. & Pelkonen, P., 2011. Analysis of the willow root system by electrical impedance spectroscopy, J. Exp. Bot., 62(1), 351–358.
Cimpoiaşu, M.O., Kuras, O., Pridmore, T. & Mooney, S.J., 2020. Potential of geoelectrical methods to monitor root zone processes and structure: A review, Geoderma, 365, doi:10.1016/j.geoderma.2020.114232.
Cseresnyés, I., Kabos, S., Takács, T., Végh, K.R., Vozáry, E. & Rajkai, K., 2017. An improved formula for evaluating electrical capacitance using the dissipation factor, Plant Soil, 419(1–2), 237–256.
Cseresnyés, I., Pokovai, K., Barcza, Z., Marton, T.A. & Fodor, N., 2022. Root electrical capacitance as an indicator of wheat growth and yield in a free-air carbon dioxide enrichment (FACE) experiment, Plant Soil, 474(1-2), 321–335.
Cseresnyés, I., Rajkai, K. & Vozáry, E., 2013. Role of phase angle measurement in electrical impedance spectroscopy, Int. Agrophys., 27(4), 377–383.
Cseresnyés, I., Szitár, K., Rajkai, K., Füzy, A., Mikó, P., Kovács, R. & Takács, T., 2018. Application of electrical capacitance method for prediction of plant root mass and activity in field-grown crops, Front. Plant Sci., 9(93), doi:10.3389/fpls.2018.00093.
Davis, C.A., Atekwana, E.E., Atekwana, E.E., Slater, L.D., Rossbach, S. & Mormile, M.R., 2006. Microbial growth and biofilm formation in geologic media is detected with complex conductivity measurements, Geophys. Res. Lett., 33(18), doi:10.1029/2006GL027312.
Dietrich, R.C., Bengough, A.G., Jones, H.G. & White, P.J., 2012. A new physical interpretation of plant root capacitance, J. Exp. Bot., 63(17), 6149–6159.
Ehosioke, S. et al., 2020. Sensing the electrical properties of roots: a review, Vadose Zone J., 19(1), 1–29.
Ehosioke, S., Garré, S., Huisman, J.A., Zimmermann, E., Placencia-Gomez, E., Javaux, M. & Nguyen, F., 2023. Spectroscopic approach toward unraveling the electrical signature of roots, J. geophys. Res.: Biogeosci., 128(4), doi:10.1029/2022JG007281.
Feng, L., Li, Q., Cameron, S.D., He, K., Colby, R., Walker, K.M., Deckman, H.W. & Ertaş, D., 2020. Quantifying induced polarization of conductive inclusions in porous media and implications for geophysical measurements, Sci. Rep., 10(1), 7–11.
Findlay, G., Tyerman, S., Garrill, A. & Skerrett, M., 1994. Pump and K+ inward rectifiers in the plasmalemma of wheat root protoplasts, J. Membr. Biol., 139(2), 577. doi:10.1007/BF00232429.
Flores-Cosío, G., Herrera-López, E.J., Arellano-Plaza, M., Gschaedler-Mathis, A., Kirchmayr, M. & Amaya-Delgado, L., 2020. Application of dielectric spectroscopy to unravel the physiological state of microorganisms: current state, prospects and limits, Appl. Microbiol. Biotechnol., 104(14), 6101–6113.
Griffiths, M. et al., 2022. Optimisation of root traits to provide enhanced ecosystem services in agricultural systems: a focus on cover crops, Plant Cell Environ., 45(3), 751–770.
Gu, H., Cseresnyés, I., Butnor, J.R., Li, B., Sun, H., Zhang, X., Lu, Y. & Liu, X., 2024. Advancing noninvasive and nondestructive root phenotyping techniques: A two-phase permittivity model for accurate estimation of root volume, Geoderma, 442, doi:10.1016/j.geoderma.2024.11 6773.
Gurin, G., Titov, K., Ilyin, Y. & Tarasov, A., 2015. Induced polarization of disseminated electronically conductive minerals: a semi-empirical model, Geophys. J. Int., 200(3), 1555–1565.
Hou, L.H. et al., 2022. Use of X-ray tomography for examining root architecture in soils, Geoderma, 405, doi:10.1016/j.geoderma.2021.115405.
Izumoto, S., 2023. Induced polarization of metal grains: simulations of three-dimensional electric fields, J. Geophys. Res. Solid Earth, 128(9), doi:10.1029/2023JB026757.
Jócsák, I., Végvári, G. & Vozáry, E., 2019. Electrical impedance measurement on plants: a review with some insights to other fields, Theor. Exp. Plant Physiol., 31(3), 359–375.
Kessouri, P. et al., 2019. Induced polarization applied to biogeophysics: recent advances and future prospects, Near Surface Geophys., 17(6), 595–621.
Kotnik, T. & Miklavcic, D., 2000. Second-order model of membrane electric field induced by alternating external electric fields, IEEE Trans. Biomed. Eng., 47(8), 1074–1081.
Liu, Y., Li, D.M., Qian, J., Di, B., Zhang, G. & Ren, Z.H., 2021. Electrical impedance spectroscopy (EIS) in plant roots research: a review, Plant Methods, 17(1), 1–25.
MacRobert, T., 1967. Spherical Harmonics: An Elementary Treatise on Harmonic Functions with Applications, Pergamon Press.
Mary, B., Abdulsamad, F., Saracco, G., Peyras, L., Vennetier, M., Mériaux, P. & Camerlynck, C., 2017. Improvement of coarse root detection using time and frequency induced polarization: from laboratory to field experiments, Plant Soil, 417(1–2), 243–259.
Mellage, A., Smeaton, C.M., Furman, A., Atekwana, E.A., Rezanezhad, F. & Van Cappellen, P., 2018. Linking spectral induced polarization (SIP) and subsurface microbial processes: Results from sand column incubation experiments, Environ. Sci. Technol., 52(4), 2081–2090.
Ntarlagiannis, D., Williams, K.H., Slater, L. & Hubbard, S., 2005. Low-frequency electrical response to microbial induced sulfide precipitation, J. geophys. Res., 110, doi:10.1029/2005JG000024.
Ozier-Lafontaine, H. & Bajazet, T., 2005. Analysis of root growth by impedance spectroscopy (EIS), Plant Soil, 277(1–2), 299–313.
Parkhurst, D.L. & Appelo, C.A.J., 2013. Description of input and examples for PHREEQC version 3—A computer program for speciation, batch-reaction, one-dimensional transport, and inverse geochemical calculations: U.S. Geological Survey Techniques and Methods, book 6, chap. A43, 497 p. Available only at:https://pubs.usgs.gov/tm/06/a43/.
Peruzzo, L. et al., 2021. Three-channel electrical impedance spectroscopy for field-scale root phenotyping, Plant Phenome J., 4(1), doi:10.1002/ppj2.20021.
Peruzzo, L., Schmutz, M., Franceschi, M., Wu, Y. & Hubbard, S.S., 2018. The relative importance of saturated silica sand interfacial and pore fluid geochemistry on the spectral induced polarization response, J. geophys. Res.: Biogeosci., 123(5), 1702–1718.
Schwartz, N., Shalem, T. & Furman, A., 2014. The effect of organic acid on the spectral-induced polarization response of soil, Geophys. J. Int., 197(1), 269–276.
Smith, J.R. & Kerr, R.J., 1987. Potassium transport across the membranes of chara, J. Exp. Bot., 38(5), 788–799.
Stern, H.A. & Feller, S.E., 2003. Calculation of the dielectric permittivity profile for a nonuniform system: application to a lipid bilayer simulation, J. Chem. Phys., 118(7), 3401–3412.
Taiz, L. & Zeiger, E., 2002. Plant Physiology, 3rd ed., Sinauer Associates, Sunderland.
Tracy, S.R., Nagel, K.A., Postma, J.A., Fassbender, H., Wasson, A. & Watt, M., 2020. Crop improvement from phenotyping roots: highlights reveal expanding opportunities, Trends Plant Sci., 25(1), 105–118.
Tsukanov, K. & Schwartz, N., 2020. Relationship between wheat root properties and its electrical signature using the spectral induced polarization method, Vadose Zone J., 19(1), doi:10.1029/2020GL090184.
Turcan, I. & Olariu, M.A., 2020. Dielectrophoretic manipulation of cancer cells and their electrical characterization, ACS Comb. Sci., 22(11), 554–578.
Tyerman, S. & Skerrett, I., 1998. Root ion channels and salinity, Sci. Hortic., 78(1–4), 175–235.
Wang, H., Huisman, J.A., Zimmermann, E. & Vereecken, H., 2021. Experimental design to reduce inductive coupling in spectral electrical impedance tomography (sEIT) measurements, Geophys. J. Int., 225(1), 222–235.
Wang, H., Huisman, J.A., Zimmermann, E. & Vereecken, H., 2024. Tackling capacitive coupling in broad-band spectral electrical impedance tomography (sEIT) measurements by selecting electrode configurations, Geophys. J. Int., 238(1), 187–198.
Weigand, M. & Kemna, A., 2017. Multi-frequency electrical impedance tomography as a non-invasive tool to characterize and monitor crop root systems, Biogeosciences, 14(4), 921–939.
Weigand, M. & Kemna, A., 2019. Imaging and functional characterization of crop root systems using spectroscopic electrical impedance measurements, Plant Soil, 435(1-2), 201–224.
Weigand, M., Zimmermann, E., Michels, V., Huisman, J.A. & Kemna, A., 2022. Design and operation of a long-term monitoring system for spectral electrical impedance tomography (sEIT), Geosci. Instrum. Methods Data Syst., 11(2), 413–433.
Wu, Y., Surasani, V.K., Li, L. & Hubbard, S.S., 2014. Geophysical monitoring and reactive transport simulations of bioclogging processes induced by Leuconostoc mesenteroides, Geophysics, 79(1), doi:10.1190/geo2013-0121.1.
Xiao, F. & Zhou, H., 2023. Plant salt response: perception, signaling, and tolerance, Front. Plant Sci., 13, 1–16.
Zhang, C., Ntarlagiannis, D., Slater, L. & Doherty, R., 2010. Monitoring microbial sulfate reduction in porous media using multipurpose electrodes, J. geophys. Res., 115, 1–11.