Villamizar-Roa Élder J, Espitia-Cruz Leidy V, Arenas-Díaz Gilberto
Universidad Industrial de Santander, Escuela de Matemáticas, A.A. 678, Bucaramanga, Colombia.
Biosystems. 2024 Mar;237:105161. doi: 10.1016/j.biosystems.2024.105161. Epub 2024 Feb 21.
The white potato worm (Premnotrypes Vorax (Hustache)) is one of the pests that causes the greatest damage to the potato crop and the greatest economic losses to the grower; therefore, knowing its life cycle and estimating its intrinsic growth rate is crucial for selecting an appropriate chemical control method, in order to reduce the environmental impact and ensure a profitable production suitable for consumption. In this article, we present a fuzzy Malthusian model describing the evolution of the white potato worm in the crop, considering that the intrinsic growth rate and the reported initial data on the problem are of fuzzy nature. The main contributions and novelty of this paper are summarized in the following two aspects: first, the estimation of the intrinsic growth rate of the white potato worm, in function of the temperature, by using a Takagi-Sugeno-Kang type fuzzy rule-based model; and second, since in practice the initial white potato worm population in a crop is subjective, imprecise and vague, knowing the intrinsic growth rate, we propose and solve a fuzzy initial value problem to determine the evolution in time of the white potato worm population. In conclusion, given a weekly average temperature, it is possible to know the white potato worm population per unit area oscillating in an interval whose length depends on the degree of inaccuracy of the initial population and the intrinsic growth rate. This study can be relevant for grower decision making in terms of the type and frequency of pest control on his crop.
马铃薯白线虫(Premnotrypes Vorax (Hustache))是对马铃薯作物造成最大损害、给种植者带来最大经济损失的害虫之一;因此,了解其生命周期并估计其内在增长率对于选择合适的化学防治方法至关重要,以便减少对环境的影响并确保适合消费的盈利性生产。在本文中,我们提出了一个模糊马尔萨斯模型来描述作物中马铃薯白线虫的演变,考虑到内在增长率以及关于该问题报告的初始数据具有模糊性质。本文的主要贡献和新颖性总结在以下两个方面:第一,通过使用基于高木 - 菅野 - 康型模糊规则的模型来估计马铃薯白线虫内在增长率与温度的函数关系;第二,由于在实际中作物中马铃薯白线虫的初始种群数量是主观、不精确和模糊的,在知道内在增长率的情况下,我们提出并解决一个模糊初值问题来确定马铃薯白线虫种群数量随时间的演变。总之,给定每周平均温度,就有可能知道单位面积内马铃薯白线虫种群数量在一个区间内波动,该区间的长度取决于初始种群数量和内在增长率的不精确程度。这项研究对于种植者在其作物害虫防治的类型和频率方面的决策可能具有相关性。