Literature DB >> 18818147

Mathematical models of plant-soil interaction.

Tiina Roose1, Andrea Schnepf.   

Abstract

In this paper, we set out to illustrate and discuss how mathematical modelling could and should be applied to aid our understanding of plants and, in particular, plant-soil interactions. Our aim is to persuade members of both the biological and mathematical communities of the need to collaborate in developing quantitative mechanistic models. We believe that such models will lead to a more profound understanding of the fundamental science of plants and may help us with managing real-world problems such as food shortages and global warming. We start the paper by reviewing mathematical models that have been developed to describe nutrient and water uptake by a single root. We discuss briefly the mathematical techniques involved in analysing these models and present some of the analytical results of these models. Then, we describe how the information gained from the single-root scale models can be translated to root system and field scales. We discuss the advantages and disadvantages of different mathematical approaches and make a case that mechanistic rather than phenomenological models will in the end be more trustworthy. We also discuss the need for a considerable amount of effort on the fundamental mathematics of upscaling and homogenization methods specialized for branched networks such as roots. Finally, we discuss different future avenues of research and how we believe these should be approached so that in the long term it will be possible to develop a valid, quantitative whole-plant model.

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Year:  2008        PMID: 18818147     DOI: 10.1098/rsta.2008.0198

Source DB:  PubMed          Journal:  Philos Trans A Math Phys Eng Sci        ISSN: 1364-503X            Impact factor:   4.226


  7 in total

1.  Impact of plant shoot architecture on leaf cooling: a coupled heat and mass transfer model.

Authors:  L J Bridge; K A Franklin; M E Homer
Journal:  J R Soc Interface       Date:  2013-05-29       Impact factor: 4.118

Review 2.  Root systems biology: integrative modeling across scales, from gene regulatory networks to the rhizosphere.

Authors:  Kristine Hill; Silvana Porco; Guillaume Lobet; Susan Zappala; Sacha Mooney; Xavier Draye; Malcolm J Bennett
Journal:  Plant Physiol       Date:  2013-10-18       Impact factor: 8.340

Review 3.  Multiscale systems analysis of root growth and development: modeling beyond the network and cellular scales.

Authors:  Leah R Band; John A Fozard; Christophe Godin; Oliver E Jensen; Tony Pridmore; Malcolm J Bennett; John R King
Journal:  Plant Cell       Date:  2012-10-30       Impact factor: 11.277

4.  Recovering root system traits using image analysis exemplified by two-dimensional neutron radiography images of lupine.

Authors:  Daniel Leitner; Bernd Felderer; Peter Vontobel; Andrea Schnepf
Journal:  Plant Physiol       Date:  2013-11-11       Impact factor: 8.340

5.  Modelling fungal colonies and communities: challenges and opportunities.

Authors:  Ruth E Falconer; James L Bown; Eilidh McAdam; Paco Perez-Reche; Adam T Sampson; Jan van den Bulcke; Nia A White
Journal:  IMA Fungus       Date:  2010-11-18       Impact factor: 3.515

6.  Towards quantitative root hydraulic phenotyping: novel mathematical functions to calculate plant-scale hydraulic parameters from root system functional and structural traits.

Authors:  F Meunier; V Couvreur; X Draye; J Vanderborght; M Javaux
Journal:  J Math Biol       Date:  2017-03-02       Impact factor: 2.259

7.  Developing a system for in vivo imaging of maize roots containing iodinated contrast media in soil using synchrotron XCT and XRF.

Authors:  Callum P Scotson; Arjen van Veelen; Katherine A Williams; Nicolai Koebernick; Dan McKay Fletcher; Tiina Roose
Journal:  Plant Soil       Date:  2020-12-10       Impact factor: 4.192

  7 in total

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