Abstract
Aims
In the finite element method, the mechanical behaviour of plant roots has been modelled by solid element or embedded beam element (EBE). However, the former is computationally expensive, whereas the latter is unable to capture the root pull–out failure mode. In this study, we modified the constitutive stress–strain relationship of an existing EBE to calculate uprooting resistance by considering the root–soil interfacial shearing and the strength decline as root pulls out.
Methods
We introduced an elasto–softening constitutive law to describe the root–soil interface interaction and an improved damage model to capture post–peak softening behaviour in EBE. We validated the EBE against three case studies. Finally, we conducted parametric analysis to study how root geometries, morphologies and soil saturation affect the uprooting response.
Results
Our new model captures the pre–peak uprooting behaviour up to the peak pull–out force (Pul). Root systems that failed by pull–out mode always had lower Pul than those that failed by breaking, irrespective of the root morphology. Reduction of soil effective stress following soil saturation always reduced Pul and could change the root failure mode, depending on the anchorage length and root–soil contact surface area.
Conclusions
Root–soil mechanical interaction and root failure mode, including pull–out and breakage, can now be modelled with more accuracy. We show the importance of considering soil moisture variation, which translates to variations in root reinforcement effects. The reinforcement effectiveness of deep–rooted systems can be halved, and the root failure mode can switch from breakage to pull–out, following soil saturation and reduction of soil effective stress.
Similar content being viewed by others
Data availability
The data that support the findings of this study are available from the corresponding author upon reasonable request.
References
Al-Defae AH, Caucis K, Knappett JA (2013) Aftershocks and the whole-life seismic performance of granular slopes. Géotechnique 63(14):1230–1244
Ayoub A, Filippou FC (2000) Mixed formulation of nonlinear steel-concrete composite beam element. J Struct Eng 126(3):371–381
Beltrán JF, Bravo T (2020) Evaluation of the coupled effect of strain localization and asymmetric damage distribution on rope response: Numerical approach based on a nonlinear cable-beam element. Eng Struct 207:110258
Berntson GM (1997) Topological scaling and plant root system architecture: developmental and functional hierarchies. New Phytol 135(4):621–634
Cohen D, Schwarz M, Or D (2011) An analytical fiber bundle model for pullout mechanics of root bundles. J Geophys Res Earth Surf 116(F3)
Comino E, Marengo P, Rolli V (2010) Root reinforcement effect of different grass species: A comparison between experimental and models results. Soil and Tillage Research 110(1):60–68
Crook M, Ennos A (1998) The increase in anchorage with tree size of the tropical tap rooted tree Mallotus wrayi, King (Euphorbiaceae). Ann Bot 82(3):291–296
de Terán JRD, Haach VG (2018) Equivalent stress-strain law for embedded reinforcements considering bond-slip effects. Eng Struct 165:247–253
De Haan YM, Sluimers GM (2001) Standard linear solid model for dynamic and time dependent behaviour of building materials. Heron 46(1):2001
Docker BB, Hubble TCT (2008) Quantifying root-reinforcement of river bank soils by four Australian tree species. Geomorphology 100(3–4):401–418
Dourado N, Morel S, De Moura MFSF, Valentin G, Morais J (2008) Comparison of fracture properties of two wood species through cohesive crack simulations. Compos A Appl Sci Manuf 39(2):415–427
Duckett NR (2014) Development of improved predictive tools for mechanical soil root interaction (Doctoral dissertation, University of Dundee)
Dupuy L, Fourcaud T, Stokes A (2005) A numerical investigation into factors affecting the anchorage of roots in tension. Eur J Soil Sci 56(3):319–327
Dupuy LX, Fourcaud T, Lac P, Stokes A (2007) A generic 3D finite element model of tree anchorage integrating soil mechanics and real root system architecture. Am J Bot 94(9):1506–1514
Ellis EA, Springman SM (2001) Modelling of soil–structure interaction for a piled bridge abutment in plane strain FEM analyses. Comput Geotech 28(2):79–98
Ennos AR (1990) The anchorage of leek seedlings: the effect of root length and soil strength. Ann Bot 65(4):409–416
Fourcaud T, Ji JN, Zhang ZQ, Stokes A (2008) Understanding the impact of root morphology on overturning mechanisms: a modelling approach. Ann Bot 101(8):1267–1280
Ghestem M, Sidle RC, Stokes A (2011) The influence of plant root systems on subsurface flow: implications for slope stability. Bioscience 61(11):869–879
Giadrossich F, Schwarz M, Cohen D, Preti F, Or D (2013) Mechanical interactions between neighbouring roots during pullout tests. Plant Soil 367(1):391–406
Giadrossich F, Cohen D, Schwarz M, Ganga A, Marrosu R, Pirastru M, Capra GF (2019) Large roots dominate the contribution of trees to slope stability. Earth Surf Proc Land 44(8):1602–1609
Hamza O, Bengough AG, Bransby MF, Davies MCR, Hallett PD (2007) Mechanics of root-pullout from soil: a novel image and stress analysis procedure. In Eco-and ground bio-engineering: the use of vegetation to improve slope stability (pp. 213–221). Springer, Dordrecht
Hu X, Li XY, Guo LL, Liu Y, Wang P, Zhao YD, … Liu LY (2019) Influence of shrub roots on soil macropores using X-ray computed tomography in a shrub-encroached grassland in Northern China. J Soils Sediments 19(4):1970–1980
Ji X, Chen L, Zhang A (2017) Anchorage properties at the interface between soil and roots with branches. J For Res 28(1):83–93
Ji XD, Cong X, Dai XQ, Zhang A, Chen LH (2018) Studying the mechanical properties of the soil-root interface using the pullout test method. J Mt Sci 15(4):882–893
Jiménez L, Guillermo A, Dias D, Jenck O (2019) Effect of the soil–pile–structure interaction in seismic analysis: case of liquefiable soils. Acta Geotech 14(5):1509–1525
Kamchoom V, Leung AK, Ng CWW (2014) Effects of root geometry and transpiration on pull-out resistance. Géotech Lett 4(4):330–336
Kevern T, Hallauer AR (1983) Relation of Verital Root-Pull Resistance and Flowering in Maize 1. Crop Sci 23(2):357–363
Khalilnejad A, Ali FH, Hashim R, Osman N (2013) Finite-element simulation for contribution of matric suction and friction angle to stress distribution during pulling-out process. Int J Geomech 13(5):527–532
Lapczyk I, Hurtado JA (2007) Progressive damage modeling in fiber-reinforced materials. Compos A Appl Sci Manuf 38(11):2333–2341
Lee JT, Chu MY, Lin YS, Kung KN, Lin WC, Lee MJ (2020) Root traits and biomechanical properties of three tropical pioneer tree species for forest restoration in landslide areas. Forests 11(2):179
Leung FTY, Yan WM, Hau BCH, Tham LG (2018) Mechanical pull-out capacity and root reinforcement of four native tree and shrub species on ecological rehabilitation of roadside slopes in Hong Kong. J Trop For Sci 25–38
Liang T, Knappett J, Duckett NJG (2015) Modelling the seismic performance of rooted slopes from individual root–soil interaction to global slope behaviour. Géotechnique 65(12):995–1009
Liang T, Knappett JA, Leung A, Carnaghan A, Bengough AG, Zhao R (2020) A critical evaluation of predictive models for rooted soil strength with application to predicting the seismic deformation of rooted slopes. Landslides 17(1):93–109
Linde P, Pleitner J, de Boer H, Carmone C (2004) Modelling and simulation of fibre metal laminates. In ABAQUS Users’ conference (Vol. 421)
Liu Y, Rauch HP, Zhang J, Yang X, Gao J (2014) Development and soil reinforcement characteristics of five native species planted as cuttings in local area of Beijing. Ecol Eng 71:190–196
Loades K, Bengough A, Bransby M, Hallett P (2010) Planting density influence on fibrous root reinforcement of soils. Ecol Eng 36(3):276–284
Lobet G, Pound MP, Diener J, Pradal C, Draye X, Godin C, … Schnepf A (2015) Root system markup language: toward a unified root architecture description language. Plant Physiol 167(3):617–627
Mao Z, Yang M, Bourrier F, Fourcaud T (2014) Evaluation of root reinforcement models using numerical modelling approaches. Plant Soil 381(1):249–270
Meijer GJ, Muir Wood D, Knappett JA, Bengough GA, Liang T (2019) Analysis of coupled axial and lateral deformation of roots in soil. Int J Numer Anal Meth Geomech 43(3):684–707
Mickovski SB, Ennos RA (2002) A morphological and mechanical study of the root systems of suppressed crown Scots pine Pinus sylvestris. Trees 16(4–5):274–280
Mickovski SB, Bengough AG, Bransby MF, Davies MCR, Hallett PD, Sonnenberg R (2007) Material stiffness, branching pattern and soil matric potential affect the pullout resistance of model root systems. Eur J Soil Sci 58(6):1471–1481
Mickovski SB, Bransby MF, Bengough AG, Davies MCR, Hallett PD (2010) Resistance of simple plant root systems to uplift loads. Can Geotech J 47(1):78–95
Monti G, Spacone E (2000) Reinforced concrete fiber beam element with bond-slip. J Struct Eng 126(6):654–661
Nazem M, Sheng D, Carter JP (2006) Stress integration and mesh refinement for large deformation in geomechanics. Int J Numer Meth Eng 65(7):1002–1027
Niklas KJ, Spatz HC (2010) Worldwide correlations of mechanical properties and green wood density. Am J Bot 97(10):1587–1594
Pohoryles DA, Melo J, Rossetto T, Fabian M, McCague C, Stavrianaki K, Lishman B, Sargeant B (2017) Use of DIC and AE for monitoring effective strain and debonding in FRP and FRCM-retrofitted RC beams. J Compos Constr 21(1):04016057
Pollen N (2007) Temporal and spatial variability in root reinforcement of streambanks: Accounting for soil shear strength and moisture. CATENA 69(3):197–205
Rahardjo H, Harnas FR, Indrawan IGB, Leong EC, Tan PY, Fong YK, Ow LF (2014) Understanding the stability of Samanea saman trees through tree pulling, analytical calculations and numerical models. Urban For Urban Green 13(2):355–364
Rankine WJM (1857) II. On the stability of loose earth. Philos Trans R Soc Lond 147:9–27
Ren FF, Yang ZJ, Chen JF, Chen WW (2010) An analytical analysis of the full-range behaviour of grouted rockbolts based on a tri-linear bond-slip model. Constr Build Mater 24(3):361–370
Sadek M, Shahrour I (2004) A three dimensional embedded beam element for reinforced geomaterials. Int J Numer Anal Meth Geomech 28(9):931–946
Schwarz M, Giadrossich F, Cohen D (2013) Modeling root reinforcement using a root-failure Weibull survival function. Hydrol Earth Syst Sci 17(11):4367–4377
Schwarz M, Cohen D, Or D (2010) Root‐soil mechanical interactions during pullout and failure of root bundles. J Geophys Res Earth Surf 115(F4).
Schwarz M, Cohen D, Or D (2011) Pullout tests of root analogs and natural root bundles in soil: Experiments and modeling. J Geophys Res Earth Surf 116(F2)
Stokes A, Ball J, Fitter AH, Brain P, Coutts MP (1996) An experimental investigation of the resistance of model root systems to uprooting. Ann Bot 78(4):415–421
Stokes A, Atger C, Bengough AG, Fourcaud T, Sidle RC (2009) Desirable plant root traits for protecting natural and engineered slopes against landslides. Plant Soil 324(1):1–30
Stokes A, Douglas GB, Fourcaud T, Giadrossich F, Gillies C, Hubble T, Kim JH, Loades KW, Mao Z, McIvor IR (2014) Ecological mitigation of hillslope instability: ten key issues facing researchers and practitioners. Plant Soil 377(1):1–23
Tho KK, Leung CF, Chow YK, Swaddiwudhipong S (2012) Eulerian finite-element technique for analysis of jack-up spudcan penetration. Int J Geomech 12(1):64–73
Tradigo F, Pisanò F, di Prisco C (2016) On the use of embedded pile elements for the numerical analysis of disconnected piled rafts. Comput Geotech 72:89–99
Wang D, Bienen B, Nazem M, Tian Y, Zheng J, Pucker T, Randolph MF (2015) Large deformation finite element analyses in geotechnical engineering. Comput Geotech 65:104–114
Yang M, Défossez P, Danjon F, Fourcaud T (2014) Tree stability under wind: simulating uprooting with root breakage using a finite element method. Ann Bot 114(4):695–709
Yang M, Défossez P, Danjon F, Dupont S, Fourcaud T (2017) Which root architectural elements contribute the best to anchorage of Pinus species? Insights from in silico experiments. Plant Soil 411(1–2):275–291
Yang M, Défossez P, Danjon F, Fourcaud T (2018) Analyzing key factors of roots and soil contributing to tree anchorage of Pinus species. Trees 32(3):703–712
Acknowledgements
The authors thank the Hong Kong Research Grant Council (grants GRF/16202720 and CRF/C6006-20G) and the National Natural Science Foundation of China (grant no. 51922112) for the funding and the resources spent on this work.
Funding
The research work and the PhD studentship of the first author (JZ) are supported by the Hong Kong Research Grant Council (grants GRF/16202720, CRF/C6006-20G). The second author (AKL) is funded by the National Natural Science Foundation of China (grant no. 51922112).
Author information
Authors and Affiliations
Contributions
JZ derived the model, conducted the numerical work and produced the draft of the manuscript. AKL conceptualised the research idea, supervised JZ to implement the research work and edited the manuscript. YW co-supervised JZ, advised the numerical work and edited the manuscript.
Corresponding author
Ethics declarations
Conflict of interest/Competing interests
The authors declare no conflict of interest.
Additional information
Responsible Editor: Zhun Mao.
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Zhu, J., Leung, A.K. & Wang, Y. Modelling root–soil mechanical interaction considering root pull-out and breakage failure modes. Plant Soil 480, 675–701 (2022). https://doi.org/10.1007/s11104-022-05613-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11104-022-05613-z