Skip to main content
Log in

A simulation model of the three-dimensional architecture of the maize root system

  • Published:
Plant and Soil Aims and scope Submit manuscript

Abstract

In order to study the nutrient and water uptake of rootsin situ, we need a quantitative three-dimensional dynamic model of the root system architecture.

The present model takes into account current observations on the morphogenesis of the maize root system. It describes the root system as a set of root axes, characterised by their orders and their inter-node of origin. The evolution of the simulated pattern is achieved by three processes, occuring at each time step: emission of new primary root axes from the shoot, growth and branching of existing root axes. The elongation of an axis depends on its order, inter-node and local growing conditions. Branches appear acropetally at a specified distance from the apex and from former branches, along ranks facing xylem poles, with a branching angle specific to their order and inter-node.

From the three-dimensional branched patterns simulated by the model, various outputs, such as root profiles or cross-section maps can be computed, compared to observed data and used as inputs in uptake models. A number of examples of such possible outputs are presented.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Bell J K and McCully M E 1970 A histological study of lateral root initiation and development inZea mays. Protoplasma 70, 179–205.

    Article  Google Scholar 

  • Böhm W 1979 Methods of studying root systems.In Ecological Studies. Springer-Verlag, Berlin. 188 p.

    Google Scholar 

  • Brouwer R 1981 Co-ordination of growth phenomena within a root system of intact maize plants. Plant and Soil 63, 65–72.

    Article  Google Scholar 

  • Cannon W A 1949 A tentative classification of root systems. Ecology 30, 542–548.

    Google Scholar 

  • Diggle A J 1988 ROOTMAP: A model in three-dimensional coordinates of the growth and structure of fibrous root systems. Plant and Soil 105, 169–178.

    Google Scholar 

  • Fitter A H 1987 An architectural approach to the comparative ecology of plant root systems. New Phytol. 106, 61–77.

    Google Scholar 

  • Gerwitz A and Page E R 1974 An empirical mathematical model to describe plant root systems. J. Appl. Ecol. 11, 773–781.

    Google Scholar 

  • Girardin P, Jordan M O, Picard D and Trendel R 1986 Harmonisation des notations concernant la description morphologique d'un pied de maïs (Zea mays L.). Agronomie 6, 873–875.

    Google Scholar 

  • Jordan M O 1986 Mise en place du système racinaire du maïs. Définition et caractérisation au champ et en conditions contrôlées des paramètres descriptifs de la structure racinaire. Construction de l'organigramme d'un modèle cinétique. Thèse de l'Université Louis Pasteur de Strasbourg.

  • Kahn F 1977 Analyse structurale des systèmes racinaires des plantes ligneuses de la forêt tropicale dense humide. Candollea 32, 321–358.

    Google Scholar 

  • Klepper B, Belford R K and Rickman R W 1984 Root and shoot development in winter wheat. Agron. J. 76, 117–122.

    Google Scholar 

  • Kutschera L 1960 Wurzelatlas mitteleuropäischer Ackerunkräuter und Kulturpflanzen. DLG-Verlags-GmbH, Frankfurt am Main. 574 p.

    Google Scholar 

  • Lungley D R 1973 The growth of root systems: A numerical computer simulation model. Plant and Soil 38, 145–159.

    Article  Google Scholar 

  • Pagès L and Aries F 1988 SARAH: modèle de simulation de la croissance, du développement, et de l'architecture des systèmes racinaires. Agronomie 8, 889–896.

    Google Scholar 

  • Picard D, Jordan M O and Trendel R 1985 Rythme d'apparition des racines primaires du maïs (Zea mays L.). 1. Etude détaillée pour une variété en un lieu donné. Agronomie 5, 667–676.

    Google Scholar 

  • Porter J R, Klepper B and Belford R K 1986 A model (WHTROOT) which synchronizes root growth and development with shoot development for winter wheat. Plant and Soil 92, 133–145.

    Article  Google Scholar 

  • Rose D A 1983 The description of the growth of root systems. Plant and Soil 75, 405–415.

    Article  Google Scholar 

  • Tardieu F and Manichon H 1986 Caractérisation en tant que capteur d'eau de l'enracinement du maïs en parcelle cultivée. 2. Une méthode d'étude de la répartition verticale et horizontale des racines. Agronomie 6, 415–425.

    Google Scholar 

  • Wang J, Hesketh J D and Woolley J T 1986 Preexisting channels and soybean rooting patterns. Soil Sci. 141, 432–437.

    Google Scholar 

  • Weaver J E 1958 Classification of root systems of forbs of grassland and a consideration of their significance. Ecology 39, 393–401.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Pagès, L., Jordan, M.O. & Picard, D. A simulation model of the three-dimensional architecture of the maize root system. Plant Soil 119, 147–154 (1989). https://doi.org/10.1007/BF02370279

Download citation

  • Received:

  • Revised:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02370279

Key words

Navigation