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An agent-based approach to model land-use change at a regional scale

机译:基于代理的方法在区域范围内模拟土地利用变化

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摘要

Land-use/cover change (LUCC) is a complex process that includes actors and factors at different social and spatial levels. A common approach to analyse and simulate LUCC as the result of individual decisions is agent-based modelling (ABM). However, ABM is often applied to simulate processes at local scales, while its application in regional studies is limited. This paper describes first a conceptual framework for ABM to analyse and explore regional LUCC processes. Second, the conceptual framework is represented by combining different concepts including agent typologies, farm trajectories and probabilistic decision-making processes. Finally, the framework is illustrated through a case study in the Netherlands, where processes of farm cessation, farm expansion and farm diversification are shaping the structure of the landscape. The framework is a generic, straightforward approach to analyse and explore regional LUCC with an explicit link to empirical approaches for parameterization of ABM. Keywords Land-use/cover change - Decision-making - Agent-based modelling - Rural regions
机译:土地利用/覆盖变化(LUCC)是一个复杂的过程,其中包括不同社会和空间级别的参与者和因素。基于个体决策的分析和模拟LUCC的常用方法是基于代理的建模(ABM)。但是,ABM通常用于模拟本地规模的过程,而在区域研究中的应用却很有限。本文首先介绍了ABM用于分析和探索区域LUCC流程的概念框架。其次,概念框架是通过组合不同的概念来表示的,这些概念包括代理人类型,农场轨迹和概率决策过程。最后,通过荷兰的一个案例研究说明了该框架,该农场的停业,农场扩张和农场多样化进程正在塑造景观结构。该框架是一种通用,直接的方法,用于分析和探索区域LUCC,并与ABM参数化的经验方法有明确的联系。关键词土地利用/覆被变化-决策-基于主体的模型-农村地区

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