深入研究植物生物学中索恩利数学模型的动力学,以期改进模型。

IF 1.9 4区 数学 Q2 BIOLOGY
Ati Rostami , Brodie A.J. Lawson , Kevin Burrage
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引用次数: 0

摘要

植物对地球上的生命至关重要,是食物供应的主要来源,并有助于地球的碳平衡。数学建模是农业中预测和优化植物生长的重要机制,Thornley的数学模型(Thornley, 1997)是描述植物碳氮分配最广泛使用的模型之一。然而,还没有对模型的行为进行正式的数学分析。我们对模型的分析提供了关于模型如何以及为什么不合适的新见解。通过改变一些模型参数的值,我们确定了非物理的甚至相当混乱的行为。作为回应,我们修改了Thornley的模型,加入了额外的凋落物项,从而消除了这些非物理行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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来源期刊
CiteScore
4.20
自引率
5.00%
发文量
218
审稿时长
51 days
期刊介绍: The Journal of Theoretical Biology is the leading forum for theoretical perspectives that give insight into biological processes. It covers a very wide range of topics and is of interest to biologists in many areas of research, including: • Brain and Neuroscience • Cancer Growth and Treatment • Cell Biology • Developmental Biology • Ecology • Evolution • Immunology, • Infectious and non-infectious Diseases, • Mathematical, Computational, Biophysical and Statistical Modeling • Microbiology, Molecular Biology, and Biochemistry • Networks and Complex Systems • Physiology • Pharmacodynamics • Animal Behavior and Game Theory Acceptable papers are those that bear significant importance on the biology per se being presented, and not on the mathematical analysis. Papers that include some data or experimental material bearing on theory will be considered, including those that contain comparative study, statistical data analysis, mathematical proof, computer simulations, experiments, field observations, or even philosophical arguments, which are all methods to support or reject theoretical ideas. However, there should be a concerted effort to make papers intelligible to biologists in the chosen field.
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