Skip to main content

Root System Architecture of Salix miyabeana “SX67” and Relationships with Aboveground Biomass Yields

Abstract

This study focused on relationships between soil properties, root architecture, and aboveground biomass productivity of Salix miyabeana “SX67”. Roots were excavated at eight short-rotation cultures with contrasted soil/climatic conditions and root system ages from 4 to 14 years. The depth of the root branching points to the initial cuttings, root diameters, and root branching occurrence as well as soil physico-chemical properties were measured. Aboveground biomass had been estimated in a previous study, which allowed to calculate a proxy of root-to-shoot ratio. Root system ages and belowground biomass were related (adj. R2 = 0.88, p < 0.001). However, biomass partitioning in the different tree components was mainly governed by soil properties. Sand content was related to root-to-shoot ratio (adj. R2=0.73, p < 0.01) and the proportion of coarse roots (diameter > 1 cm) deeper than 10 cm (adj. R2 = 0.75, p < 0.01), whereas clay content was related to root branching occurrence-to-aboveground productivity ratio (adj. R2 = 0.80, p < 0.01). Coarse root depth distribution was related to aboveground biomass following a quadratic model that suggested (i) a maximal aboveground biomass productivity when a third of the roots were deeper than 10 cm and (ii) two opposite strategies of biomass allocation, i.e., biomass was allocated “downward” with a higher proportion of deeper roots and root-to-shoot ratio at sites with coarser soils and “upward” with a lower proportion of deeper roots and root-to-shoot ratio at sites with clayey/compacted soils. The study highlights how root plasticity of “SX67” copes with different soil stresses to maintain high aboveground biomass productivity.

This is a preview of subscription content, access via your institution.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

References

  1. Hodge A (2009) Root decisions. Plant Cell Environ 32:628–640

    PubMed  Google Scholar 

  2. McCormack ML, Dickie IA, Eissenstat DM, Fahey TJ, Fernandez CW, Guo D, Helmisaari HS, Hobbie EA, Iversen CM, Jackson RB (2015) Redefining fine roots improves understanding of below-ground contributions to terrestrial biosphere processes. New Phytol 207(3):505–518

    PubMed  Google Scholar 

  3. Bengough AG, Mullins C (1990) Mechanical impedance to root growth: a review of experimental techniques and root growth responses. Eur J Soil Sci 41(3):341–358

    Google Scholar 

  4. Mou P, Jones R, Mitchell R, Zutter B (1995) Spatial distribution of roots in sweetgum and loblolly pine monocultures and relations with above-ground biomass and soil nutrients. Funct Ecol 9:689–699

    Google Scholar 

  5. Jama B, Ndufa J, Buresh R, Shepherd K (1998) Vertical distribution of roots and soil nitrate: tree species and phosphorus effects. Soil Sci Soc Am J 62:280–286

    CAS  Google Scholar 

  6. Zerihun A, Montagu KD (2004) Belowground to aboveground biomass ratio and vertical root distribution responses of mature Pinus radiata stands to phosphorus fertilization at planting. Can J For Res 34:1883–1894

    Google Scholar 

  7. Pasquale N, Perona P, Francis R, Burlando P (2012) Effects of streamflow variability on the vertical root density distribution of willow cutting experiments. Ecol Eng 40:167–172

    Google Scholar 

  8. Zanetti C, Vennetier M, Mériaux P, Provansal M (2015) Plasticity of tree root system structure in contrasting soil materials and environmental conditions. Plant Soil 387:21–35

    CAS  Google Scholar 

  9. Paz H (2003) Root/shoot allocation and root architecture in seedlings: variation among forest sites, microhabitats, and ecological groups. Biotropica 35(3):318–332

    Google Scholar 

  10. Doussan C, Pagès L, Pierret A (2003) Soil exploration and resource acquisition by plant roots: an architectural and modelling point of view. Agronomie 23:419–431

    Google Scholar 

  11. Forde BG, Walch-Liu P (2009) Nitrate and glutamate as environmental cues for behavioural responses in plant roots. Plant Cell Environ 32:682–693

    CAS  PubMed  Google Scholar 

  12. Hinsinger P, Betencourt E, Bernard L, Brauman A, Plassard C, Shen J, Tang X, Zhang F (2011) P for two, sharing a scarce resource: soil phosphorus acquisition in the rhizosphere of intercropped species. Plant Physiol 156:1078–1086

    CAS  PubMed  PubMed Central  Google Scholar 

  13. Gorla L, Signarbieux C, Turberg P, Buttler A, Perona P (2015) Transient response of Salix cuttings to changing water level regimes. Water Resour Res 51(3):1758–1774

    Google Scholar 

  14. Bengough AG, McKenzie B, Hallett P, Valentine T (2011) Root elongation, water stress, and mechanical impedance: a review of limiting stresses and beneficial root tip traits. J Exp Bot 62:59–68

    CAS  PubMed  Google Scholar 

  15. Hodge A (2004) The plastic plant: root responses to heterogeneous supplies of nutrients. New Phytol 162:9–24

    Google Scholar 

  16. Rytter RM (2001) Biomass production and allocation, including fine-root turnover, and annual N uptake in lysimeter-grown basket willows. For Ecol Manag 140(2-3):177–192

    Google Scholar 

  17. Forde BG (2009) Is it good noise? The role of developmental instability in the shaping of a root system. J Exp Bot 60(14):3989–4002

    CAS  PubMed  Google Scholar 

  18. Lacointe A (2000) Carbon allocation among tree organs: a review of basic processes and representation in functional-structural tree models. Ann For Sci 57(5):521–533

    Google Scholar 

  19. Cannell M (1985) Dry matter partitioning in tree crops. In: Cannell MGR, Jackson JE (eds) Attributes of trees as crop plants. Abbotts Ripton, Institute of Terrestrial Ecology, pp 160–193

    Google Scholar 

  20. Heinsoo K, Merilo E, Petrovits M, Koppel A (2009) Fine root biomass and production in a Salix viminalis and Salix dasyclados plantation. Est J Ecol 58:27–37

    Google Scholar 

  21. Li S, Pezeshki SR, Shields FD (2006) Partial flooding enhances aeration in adventitious roots of black willow (Salix nigra) cuttings. J Plant Physiol 163:619–628

    CAS  PubMed  Google Scholar 

  22. Francis RA, Gurnell AM, Petts GE, Edwards PJ (2005) Survival and growth responses of Populus nigra, Salix elaeagnos and Alnus incana cuttings to varying levels of hydric stress. For Ecol Manag 210:291–301

    Google Scholar 

  23. Cannell M (1989) Physiological basis of wood production: a review. Scand J For Res 4:459–490

    Google Scholar 

  24. Fortier J, Truax B, Gagnon D, Lambert F (2015) Plastic allometry in coarse root biomass of mature hybrid poplar plantations. BioEnergy Res 8:1691–1704

    Google Scholar 

  25. Cao KF, Ohkubo T (1998) Allometry, root/shoot ratio and root architecture in understory saplings of deciduous dicotyledonous trees in central Japan. Ecol Res 13:217–227

    Google Scholar 

  26. Chave J, Réjou-Méchain M, Búrquez A, Chidumayo E, Colgan MS, Delitti WB, Duque A, Eid T, Fearnside PM, Goodman RC (2014) Improved allometric models to estimate the aboveground biomass of tropical trees. Glob Chang Biol 20:3177–3190

    PubMed  Google Scholar 

  27. Drexhage M, Colin F (2001) Estimating root system biomass from breast-height diameters. Forestry 74:491–497

    Google Scholar 

  28. Day SD, Wiseman PE, Dickinson SB, Harris JR (2010) Contemporary concepts of root system architecture of urban trees. Arboric Urban For 36:149–159

    Google Scholar 

  29. Bond-Lamberty B, Wang C, Gower S (2002) Aboveground and belowground biomass and sapwood area allometric equations for six boreal tree species of northern Manitoba. Can J For Res 32:1441–1450

    Google Scholar 

  30. Mao Z, Wang Y, Jourdan C, Cécillon L, Nespoulous J, Rey H, Saint-André L, Stokes A (2015) Characterizing above-and belowground carbon partitioning in forest trees along an altitudinal gradient using area-based indicators. Arct Antarct Alp Res 47:59–69

    Google Scholar 

  31. Danjon F, Fourcaud T, Bert D (2005) Root architecture and wind-firmness of mature Pinus pinaster. New Phytol 168:387–400

    PubMed  Google Scholar 

  32. Tracy SR, Black CR, Roberts JA, Sturrock C, Mairhofer S, Craigon J, Mooney SJ (2012) Quantifying the impact of soil compaction on root system architecture in tomato (Solanum lycopersicum) by X-ray micro-computed tomography. Ann Bot 110(2):511–519

    PubMed  PubMed Central  Google Scholar 

  33. Lobet G, Draye X, Périlleux C (2013) An online database for plant image analysis software tools. Plant Methods 9(1):38

    PubMed  PubMed Central  Google Scholar 

  34. Abiven S, Hund A, Martinsen V, Cornelissen G (2015) Biochar amendment increases maize root surface areas and branching: a shovelomics study in Zambia. Plant Soil 395:45–55

    CAS  Google Scholar 

  35. Basnet K, Scatena F, Likens GE, Lugo AE (1993) Ecological consequences of root grafting in tabonuco (Dacryodes excelsa) trees in the Luquillo Experimental Forest, Puerto Rico. Biotropica 25:28–35

    Google Scholar 

  36. Mutke S, Sievänen R, Nikinmaa E, Perttunen J, Gil L (2005) Crown architecture of grafted stone pine (Pinus pinea L.): shoot growth and bud differentiation. Trees 19:15–25

    Google Scholar 

  37. Junttila O (1988) Effect of rootstock on photoperiodic control of elongation growth in grafted ecotypes of Salix. Physiol Plant 74:39–44

    Google Scholar 

  38. Douhovnikoff V, Dodd R (2003) Intra-clonal variation and a similarity threshold for identification of clones: application to Salix exigua using AFLP molecular markers. Theor Appl Genet 106:1307–1315

    CAS  PubMed  Google Scholar 

  39. DesRochers A, Lieffers VJ (2001) The coarse-root system of mature Populus tremuloides in declining stands in Alberta, Canada. J Veg Sci 12:355–360

    Google Scholar 

  40. Atkinson C, Else M, Taylor L, Dover C (2003) Root and stem hydraulic conductivity as determinants of growth potential in grafted trees of apple (Malus pumila Mill.). J Exp Bot 54:1221–1229

    CAS  PubMed  Google Scholar 

  41. Tarroux E, DesRochers A (2011) Effect of natural root grafting on growth response of jack pine (Pinus banksiana; Pinaceae). Am J Bot 98:967–974

    PubMed  Google Scholar 

  42. Christersson L (1986) High technology biomass production by Salix clones on a sandy soil in southern Sweden. Tree Physiol 2:261–272

    PubMed  Google Scholar 

  43. Tahvanainen L, Rytkönen V (1999) Biomass production of Salix viminalis in southern Finland and the effect of soil properties and climate conditions on its production and survival. Biomass Bioenergy 16:103–117

    Google Scholar 

  44. Fontana M, Lafleur B, Labrecque M, Courchesne F, Bélanger N (2016) Maximum annual potential yields of Salix miyabeana SX67 in southern Quebec and effects of coppicing and stool age. BioEnergy Res 9:1109–1125

    Google Scholar 

  45. Ens J, Farrell RE, Bélanger N (2013) Effects of edaphic conditions on site quality for Salix purpurea ‘Hotel’ plantations across a large climatic gradient in Canada. New For 44:899–918

    Google Scholar 

  46. Fontana M, Labrecque M, Messier C, Courchesne F, Bélanger N (2017) Quantifying the effects of soil and climate on aboveground biomass production of Salix miyabeana SX67 in Quebec. New For 48:817–835

    Google Scholar 

  47. Quaye AK, Volk TA (2013) Biomass production and soil nutrients in organic and inorganic fertilized willow biomass production systems. Biomass Bioenergy 57:113–125

    CAS  Google Scholar 

  48. Kuzovkina YA, Volk TA (2009) The characterization of willow (Salix L.) varieties for use in ecological engineering applications: co-ordination of structure, function and autecology. Ecol Eng 35:1178–1189

    Google Scholar 

  49. Bilodeau-Gauthier S, Paré D, Messier C, Bélanger N (2013) Root production of hybrid poplars and nitrogen mineralization improve following mounding of boreal Podzols. Can J For Res 43:1092–1103

    Google Scholar 

  50. Rabenhorst M (1988) Determination of organic and carbonate carbon in calcareous soils using dry combustion. Soil Sci Soc Am J 52:965–968

    CAS  Google Scholar 

  51. Hendershot WH, Lalande H, Duquette M (2007) Ion exchange and exchangeable. In: Carter MR, Gregorich EG (Eds) Soil sampling and methods of analysis, Second edition. CRC Press, pp 197-206

  52. Kohler-Milleret R, Le Bayon R-C, Chenu C, Gobat J-M, Boivin P (2013) Impact of two root systems, earthworms and mycorrhizae on the physical properties of an unstable silt loam Luvisol and plant production. Plant Soil 370:251–265

    CAS  Google Scholar 

  53. Boivin P, Brunet D, Gascuel-Odoux C (1991) Densité apparente d’échantillon de sol: méthode de la poche plastique. Bull GFHN 28:59–71

    Google Scholar 

  54. R Development Core Team v (2012) R: a language and environment for statistical computing. R Foundation for Statistical Computing, http://wwwR- projectorg/

  55. Crow P (2005) The influence of soils and species on tree root depth. Forestry Commission, Information Note, 8 pages

  56. Jerbi A, Nissim WG, Fluet R, Labrecque M (2015) Willow root development and morphology changes under different irrigation and fertilization regimes in a vegetation filter. BioEnergy Res 8:775–787

    CAS  Google Scholar 

  57. Zan CS, Fyles JW, Girouard P, Samson RA (2001) Carbon sequestration in perennial bioenergy, annual corn and uncultivated systems in southern Quebec. Agric Ecosyst Environ 86:135–144

    Google Scholar 

  58. Pacaldo RS, Volk TA, Briggs RD (2013) Greenhouse gas potentials of shrub willow biomass crops based on below-and aboveground biomass inventory along a 19-year chronosequence. BioEnergy Res 6:252–262

    CAS  Google Scholar 

  59. Fraser EC, Lieffers VJ, Landhäusser SM (2005) Age, stand density, and tree size as factors in root and basal grafting of lodgepole pine. Can J Bot 83(8):983–988

    Google Scholar 

  60. Zuraidah Y, Haniff M, Zulkifli H (2015) Oil palm root adaptation under soil compacted by mechanisation. Int J Agric Sci Res 5:331–341

    Google Scholar 

  61. Bécel C, Vercambre G, Pagès L (2012) Soil penetration resistance, a suitable soil property to account for variations in root elongation and branching. Plant Soil 353:169–180

    Google Scholar 

  62. Gaţe O, Czyż E, Dexter A (2004) Effects of readily-dispersible clay on soil quality and root growth. In: Lipiec J, Walczak R, Jόzefaciuk G (eds) Plant growth in relation to soil physical conditions, Institute of Agrophysics PAS, pp 48–56

  63. Haasis FW (1921) Relations between soil type and root form of western yellow pine seedlings. Ecology 2:292–303

    Google Scholar 

  64. Niklas KJ, Spatz H-C (2004) Growth and hydraulic (not mechanical) constraints govern the scaling of tree height and mass. Proc Natl Acad Sci 101:15661–15663

    CAS  PubMed  Google Scholar 

  65. Dupuy L, Fourcaud T, Stokes A (2005) A numerical investigation into the influence of soil type and root architecture on tree anchorage. Plant Soil 278:119–134

    CAS  Google Scholar 

  66. Drexhage M, Gruber F (1999) Above-and below-stool relationships for Picea abies: estimating root system biomass from breast-height diameters. Scand J For Res 14:328–333

    Google Scholar 

  67. Crow P, Houston T (2004) The influence of soil and coppice cycle on the rooting habit of short rotation poplar and willow coppice. Biomass Bioenergy 26:497–505

    Google Scholar 

  68. Nicoll BC, Ray D (1996) Adaptive growth of tree root systems in response to wind action and site conditions. Tree Physiol 16:891–898

    PubMed  Google Scholar 

  69. Peichl M, Arain MA (2007) Allometry and partitioning of above-and belowground tree biomass in an age-sequence of white pine forests. For Ecol Manag 253:68–80

    Google Scholar 

  70. Genet H, Bréda N, Dufrêne E (2009) Age-related variation in carbon allocation at tree and stand scales in beech (Fagus sylvatica L.) and sessile oak (Quercus petraea (Matt.) Liebl.) using a chronosequence approach. Tree Physiol 30:177–192

    PubMed  Google Scholar 

  71. Jackson RB, Sperry JS, Dawson TE (2000) Root water uptake and transport: using physiological processes in global predictions. Trends Plant Sci 5:482–488

    CAS  PubMed  Google Scholar 

  72. Jones CA (1983) Effect of soil texture on critical bulk densities for root growth. Soil Sci Soc Am J 47:1208–1211

    Google Scholar 

  73. Dexter A (2004) Soil physical quality: part I. Theory, effects of soil texture, density, and organic matter, and effects on root growth. Geoderma 120:201–214

    Google Scholar 

Download references

Acknowledgments

We thank Florence Bélanger, Alexandre Fouillet, Fanny Gagné, Julien Mourali and Gilbert Tremblay for their help during field campaigns and laboratory work as well as the farmers who gave us access to their willow plantations.

Funding

Financial support for this project was provided by the Fonds de recherche du Québec – Nature et technologies (grant number 2011-GZ-138839).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nicolas Bélanger.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

ESM 1

(PDF 780 kb)

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Fontana, M., Collin, A., Courchesne, F. et al. Root System Architecture of Salix miyabeana “SX67” and Relationships with Aboveground Biomass Yields. Bioenerg. Res. 13, 183–196 (2020). https://doi.org/10.1007/s12155-019-10062-1

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12155-019-10062-1

Keywords

  • Belowground biomass allocation
  • Root-to-shoot ratio
  • Root branching
  • Root plasticity
  • Soil properties
  • Short rotation culture