基于动态空间微模拟模型的社会模拟:对传统木制联排房屋拆除的分析

K. Hanaoka
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引用次数: 2

摘要

本文的目的是利用动态空间微模拟模型来评估社会模拟,以预测Kyomachiya的拆除,Kyomachiya是日本京都市历史景观的传统木制联排别墅和核心元素。该模型也适用于在引入保护政策的情况下估算京町屋的存活数量。结果表明:(a)结合多个现有数据集,构建了京町町居民空间分解合成微数据,使合成微数据总量与普查数据总量一致。利用合成的微数据,我们可以分析详细的家庭人口统计数据,以及在小区域和个人层面上拆除京町屋的过程。(b)决策单位,如个人、家庭和Kyomachiya,可以使用面向对象建模,以与它们在现实世界中存在、行为和相互作用相同的方式进行建模。另一个优点是,由于面向对象的体系结构,可以重用和扩展类。(三)模拟结果显示,在未来15年内,只有67.3%的京町町得以保存,60岁及以上人口的比例将由43.9%上升至51.6%。相反,如果实施综合保护政策,这一数字分别下降到82.5%和49.2%。因此,动态空间微观模拟模型有助于理解现状下京町屋拆除的过程和因果关系。此外,基于Kyomachiya保护政策的假设模拟有助于评估哪种政策对减少拆除数量最有效。
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Social Simulation Using a Dynamic Spatial Microsimulation Model: Analysis of Kyomachiya (Traditional Wooden Townhouse) Demolitions
The purpose of this article is to evaluate a social simulation using a dynamic spatial microsimulation model for predicting demolitions of Kyomachiya, which are traditional wooden townhouses and core elements of the historical landscape of Kyoto City, Japan. This model is also applied to estimate the number of Kyomachiya surviving when preservation policies are introduced. The results are summarized as follows: (a)Spatially disaggregated synthetic microdata of Kyomachiya residents were constructed by combining multiple existing datasets in a manner whereby the sums of synthetic microdata agree with those of census datasets. Using synthetic microdata allows us to analyze detailed household demographics and the process of Kyomachiya demolitions at small area and individual levels. (b)Decision-making units such as individuals, households, and Kyomachiya can be modeled in the same way that they exist, behave, and interact with each other in the real world using object-oriented modeling. Another merit is that re-using and extending classes are possible due to object-oriented architecture. (c)The results of simulations show that, during the next 15 years, only 67.3% of Kyomachiya will be preserved and the proportion of the population aged 60 and over will increase from 43.9% to 51.6%. On the other hand, when a comprehensive preservation policy is implemented, those numbers are reduced to 82.5% and 49.2%, respectively. In this manner, a dynamic spatial microsimulation model is useful for understanding the process and cause-andeffect of Kyomachiya demolitions under the status quo. Furthermore, what-if simulations on the basis of Kyomachiya preservation policies help to evaluate which policy is most effective for reducing the number of demolitions.
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