开发当前估计的家庭数据和基于代理的日本未来家庭人口分布模拟

Kento Kajiwara, Jue Ma, Toshikazu Seto, Y. Sekimoto, Y. Ogawa, Hiroshi Omata
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引用次数: 5

摘要

日本地方自治团体为了应对人口减少和基础设施老化问题,正在实施“位置正常化计划”等紧凑型城市政策。为了优化城市公共基础设施的重组,提供详细准确的城市人口和住户分布预测是非常重要的。然而,许多地方政府没有必要的数据和预测能力。此外,目前对基于性别和年龄的人口数据的预测只存在于市一级,而家庭数据只在地级按家庭类型提供。同时,在假设各市和各市人口变化率相同的情况下,准确性受到限制。因此,本研究的目的是建立一个基于agent的微观模拟家庭转型模型,以家庭为单位和代理人,并对2015年以来日本所有城市的家庭数据进行估计。估计的家庭数据包括从全国人口普查中获得的家庭类型、房屋类型、家庭成员的地址、年龄、性别和建筑数据。利用所得的家庭转型模型,每隔5年对每个家庭的属性进行预测。1980年至2010年在日本富山县和静冈县进行的模拟提供了按年龄和家庭数量按家庭类型划分的市级人口的高度准确估计。该模型还被用于预测日本消失村庄和空置房屋的未来分布。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of current estimated household data and agent-based simulation of the future population distribution of households in Japan
In response to the declining population and aging infrastructure in Japan, local governments are implementing compact city policies such as the location normalization plan. To optimize the reorganization of urban public infrastructure, it is important to provide detailed and accurate forecasts of the distribution of urban populations and households. However, many local governments do not have the necessary data and forecasting capability. Moreover, current forecasts of gender-and age-based population data only exist at the municipal level, and household data are only available by family type at the prefecture level. Meanwhile, the accuracy is limited with an assumption of same change rate of population in all municipalities and within each city. Therefore, the aim of this study was to develop an agent-based microsimulation household transition model, with the household as the unit and agent, and household data was estimated for all cities in Japan from 2015. Estimated household data comprised the family type, house type, and address, age, and gender of household members, obtained from the national census, and building data. The resulting household transition model was used to forecast the attributes of each household every five years. Simulations in Toyama and Shizuoka Prefectures, Japan from 1980 to 2010 provided highly accurate estimates of municipal-level population by age and household volume by family type. The proposed model was also applied to predict the future distribution of disappearing villages and vacant houses in Japan.
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