Optimal control strategies to curtail cacao swollen-shoot virus infection and maximize net economic benefit

IF 3.2 3区 环境科学与生态学 Q2 ECOLOGY
Maria C.A. Leite , Folashade B. Agusto , Benito Chen-Charpentier , Frank Owusu-Ansah , Owusu Domfeh
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引用次数: 0

Abstract

Cacao production in West Africa is being endangered by the cacao swollen shoot disease. The virus that causes the disease is spread by mealybugs. A mild strain of the virus can be used to inoculate susceptible (healthy) seedlings, thus reducing impacts of the closely related severe virus on such trees, which may also reduce spread of the disease. In the present study, we developed a mathematical model based on ordinary differential equations with an age structure that models the temporal dynamics of susceptible, inoculated, and severely infected trees and their interaction with mealybugs. Optimal control approaches integrated with this model were employed to identify the most effective strategy for maximizing the economic net benefit for farmers by adjusting the ratio of susceptible to inoculated seedlings utilized to replace severely infected trees. Two scenarios that reflected different strategies for cutting and replacing infected trees were considered. Numerical simulations using real data were performed. Based on model assumptions and control strategies studied, the optimal strategy was to establish a farm with some inoculated seedlings, remove only severely infected trees from the field, and replace them with inoculated seedlings for approximately 10 years and then with the susceptible seedlings. Further study employing models that incorporate additional processes and extended data sets is essential to assess the effectiveness of this strategy.
减少可可肿枝病毒感染,实现净经济效益最大化的最优控制策略
西非的可可生产正受到可可肿枝病的威胁。导致这种疾病的病毒是由粉虱传播的。一种温和的病毒株可以用来接种易感(健康)的幼苗,从而减少密切相关的严重病毒对这些树木的影响,这也可能减少疾病的传播。在本研究中,我们建立了一个基于年龄结构的常微分方程的数学模型,该模型模拟了易感、接种和严重感染树木的时间动态以及它们与粉蚧的相互作用。结合该模型,采用最优控制方法,通过调整接种易感苗的比例,取代严重感染的树木,确定最有效的策略,使农民的经济净效益最大化。考虑了两种情况,反映了砍伐和替换受感染树木的不同策略。利用实际数据进行了数值模拟。根据模型假设和研究的控制策略,最优策略是建立一个有一些接种苗的农场,只将严重感染的树木从田间移除,然后用接种苗代替,大约10年,然后用易感苗代替。进一步研究采用纳入额外过程和扩展数据集的模型对于评估这一战略的有效性至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Ecological Modelling
Ecological Modelling 环境科学-生态学
CiteScore
5.60
自引率
6.50%
发文量
259
审稿时长
69 days
期刊介绍: The journal is concerned with the use of mathematical models and systems analysis for the description of ecological processes and for the sustainable management of resources. Human activity and well-being are dependent on and integrated with the functioning of ecosystems and the services they provide. We aim to understand these basic ecosystem functions using mathematical and conceptual modelling, systems analysis, thermodynamics, computer simulations, and ecological theory. This leads to a preference for process-based models embedded in theory with explicit causative agents as opposed to strictly statistical or correlative descriptions. These modelling methods can be applied to a wide spectrum of issues ranging from basic ecology to human ecology to socio-ecological systems. The journal welcomes research articles, short communications, review articles, letters to the editor, book reviews, and other communications. The journal also supports the activities of the [International Society of Ecological Modelling (ISEM)](http://www.isemna.org/).
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