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伤害剖面模拟器,一个定性聚合建模框架,用于预测作物伤害剖面作为种植方式、非生物和生物环境的函数。一、概念基础。

Injury Profile SIMulator, a qualitative aggregative modelling framework to predict crop injury profile as a function of cropping practices, and the abiotic and biotic environment. I. Conceptual bases.

机构信息

Institut National de la Recherche Agronomique, Unité Mixte de Recherche 1248 Agrosystèmes et Agricultures, Gestion des Ressources, Innovations et Ruralités, Castanet-Tolosan, France ; Université Toulouse, Institut National Polytechnique de Toulouse, Unité Mixte de Recherche 1248 Agrosystèmes et Agricultures, Gestion des Ressources, Innovations et Ruralités, Castanet-Tolosan, France.

出版信息

PLoS One. 2013 Sep 3;8(9):e73202. doi: 10.1371/journal.pone.0073202. eCollection 2013.

Abstract

The limitation of damage caused by pests (plant pathogens, weeds, and animal pests) in any agricultural crop requires integrated management strategies. Although significant efforts have been made to i) develop, and to a lesser extent ii) combine genetic, biological, cultural, physical and chemical control methods in Integrated Pest Management (IPM) strategies (vertical integration), there is a need for tools to help manage Injury Profiles (horizontal integration). Farmers design cropping systems according to their goals, knowledge, cognition and perception of socio-economic and technological drivers as well as their physical, biological, and chemical environment. In return, a given cropping system, in a given production situation will exhibit a unique injury profile, defined as a dynamic vector of the main injuries affecting the crop. This simple description of agroecosystems has been used to develop IPSIM (Injury Profile SIMulator), a modelling framework to predict injury profiles as a function of cropping practices, abiotic and biotic environment. Due to the tremendous complexity of agroecosystems, a simple holistic aggregative approach was chosen instead of attempting to couple detailed models. This paper describes the conceptual bases of IPSIM, an aggregative hierarchical framework and a method to help specify IPSIM for a given crop. A companion paper presents a proof of concept of the proposed approach for a single disease of a major crop (eyespot on wheat). In the future, IPSIM could be used as a tool to help design ex-ante IPM strategies at the field scale if coupled with a damage sub-model, and a multicriteria sub-model that assesses the social, environmental, and economic performances of simulated agroecosystems. In addition, IPSIM could also be used to help make diagnoses on commercial fields. It is important to point out that the presented concepts are not crop- or pest-specific and that IPSIM can be used on any crop.

摘要

害虫(植物病原体、杂草和动物害虫)造成的损害的局限性要求采用综合管理策略。尽管在综合虫害管理(IPM)策略(垂直整合)中已经做出了巨大的努力来 i)开发,并且在较小程度上 ii)结合遗传、生物、文化、物理和化学控制方法,但仍需要工具来帮助管理伤害概况(水平整合)。农民根据他们的目标、对社会经济和技术驱动因素的知识、认知和感知以及他们的物理、生物和化学环境来设计种植制度。反过来,给定的种植制度在给定的生产情况下将表现出独特的伤害概况,定义为影响作物的主要伤害的动态向量。这种对农业生态系统的简单描述已被用于开发 IPSIM(伤害概况 SIMulator),这是一种建模框架,可根据种植实践、非生物和生物环境预测伤害概况。由于农业生态系统的复杂性,选择了一种简单的整体聚合方法,而不是试图耦合详细的模型。本文描述了 IPSIM 的概念基础,这是一种聚合层次框架和一种帮助为特定作物指定 IPSIM 的方法。另一篇论文介绍了该方法的概念验证,该方法针对主要作物的单一疾病(小麦上的眼点)。在未来,如果与损害子模型和评估模拟农业生态系统的社会、环境和经济绩效的多标准子模型耦合,IPSIM 可以用作帮助在田间尺度设计事前 IPM 策略的工具。此外,IPSIM 还可用于帮助对商业领域进行诊断。需要指出的是,提出的概念不是针对特定作物或害虫的,并且 IPSIM 可用于任何作物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5fb7/3760918/297a7d89075f/pone.0073202.g001.jpg

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