An in-depth study of the dynamics of Thornley’s mathematical model in plant biology with a view to an improved model

Plants are essential for life on Earth, serving as a major source of food supply and contributing to the planet's carbon balance. Mathematical modelling is an important mechanism for predicting and optimising plant growth in agriculture, and Thornley's mathematical model (Thornley, 1997) is one of the most widely used models describing carbon and nitrogen allocation in plants. However, a formal mathematical analysis of the model's behaviour has not been performed. Our analysis of the model provides new insights into how and why the model can be inappropriate. By varying the values of some model parameters, we identify non-physical and even quite chaotic behaviour. In response, we modify Thornley's model by including additional litter terms, resulting in the elimination of these non-physical behaviours.

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Publication Details

Journal
Journal of Theoretical Biology
Published
2025-03-06
DOI
https://doi.org/10.1016/j.jtbi.2025.112071
Primary Topic
Greenhouse Technology and Climate Control
Type
article
Field-Weighted Citation Impact
0.00

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article

An in-depth study of the dynamics of Thornley’s mathematical model in plant biology with a view to an improved model

Kevin Burrage, Ameneh Rostami, Brodie Lawson
Journal of Theoretical Biology
Greenhouse Technology and Climate Control
article

An in-depth study of the dynamics of Thornley’s mathematical model in plant biology with a view to an improved model

Kevin Burrage, Ameneh Rostami, Brodie Lawson
article en

Abstract

Plants are essential for life on Earth, serving as a major source of food supply and contributing to the planet's carbon balance. Mathematical modelling is an important mechanism for predicting and optimising plant growth in agriculture, and Thornley's mathematical model (Thornley, 1997) is one of the most widely used models describing carbon and nitrogen allocation in plants. However, a formal mathematical analysis of the model's behaviour has not been performed. Our analysis of the model provides new insights into how and why the model can be inappropriate. By varying the values of some model parameters, we identify non-physical and even quite chaotic behaviour. In response, we modify Thornley's model by including additional litter terms, resulting in the elimination of these non-physical behaviours.

Journal of Theoretical BiologyVol. 604
Queensland University of Technology (AU), ARC Centre of Excellence for Plant Success in Nature and Agriculture (AU)
Australian Research Council Centre of Excellence for Plant Success in Nature and Agriculture
Zero hunger
Openalex Percentile: Top 97%
Greenhouse Technology and Climate Control
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