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基于时空Agent 的移民人口空间城市动态模型:以加拿大蒙特利尔岛为例

A geospatial agent-based model of the spatial urban dynamics of immigrant population: A study of the island of Montreal, Canada.

机构信息

Department of Geography, Laboratory of Environmental Geosimulation (LEDGE), Université de Montréal, Montreal (QC), Canada.

Department of Geography, Spatial Analysis and Modeling Lab, Faculty of Environment, Simon Fraser University, Burnaby (BC), Canada.

出版信息

PLoS One. 2019 Jul 24;14(7):e0219188. doi: 10.1371/journal.pone.0219188. eCollection 2019.

Abstract

Residential segregation into spatial neighborhoods and boroughs is a well-known spatial dynamic process that characterise complex urban environments. Existing models of segregation, including the pioneering Schelling ones, often do not consider all the factors that can contribute to this process. Segregation as well as aggregation emerges from local interactions among individuals, and is rooted in the complexity of social, economic and environmental interactions. The main objective of this study is to develop and implement a geospatial agent-based model to simulate the decision-making process of location of new household for incoming immigrant populations. Particularly this study aims to simulate and analyse the dynamics of the new immigrant populations arriving in the bilingual cities and boroughs of the island of Montreal. The model was implemented in NetLogo software, using real geospatial datasets. The obtained simulation results indicate realistic spatial patterns of spatial composition of the ethnographic fabric on the island of Montreal. The proposed model has the potential to be used as part of the city planning purposes.

摘要

居民按地域隔离到不同的邻里和行政区,这是一个众所周知的空间动态过程,也是复杂城市环境的特征。现有的隔离模式,包括开创性的谢林模式,通常没有考虑到可能促成这一过程的所有因素。隔离和聚集是个体之间的局部相互作用的结果,其根源在于社会、经济和环境相互作用的复杂性。本研究的主要目的是开发和实施一个基于地理空间的代理模型,以模拟新移民家庭选择居住地点的决策过程。特别是,本研究旨在模拟和分析新移民人口抵达蒙特利尔岛双语城市和行政区的动态。该模型是在 NetLogo 软件中实现的,使用了真实的地理空间数据集。得到的模拟结果表明,蒙特利尔岛人种结构的空间组成呈现出现实的空间模式。所提出的模型有可能被用作城市规划的一部分。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e398/6655637/76d9bc3206cf/pone.0219188.g001.jpg

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