Impact of particulate matter and urban spatial characteristics on urban vitality using spatiotemporal big data

活力 微粒 地理 面板数据 环境科学 环境规划 经济 生态学 哲学 神学 生物 计量经济学
作者
Sang-hyeok Lee,Jung Eun Kang
出处
期刊:Cities [Elsevier BV]
卷期号:131: 104030-104030 被引量:14
标识
DOI:10.1016/j.cities.2022.104030
摘要

The rapid development of cities has caused various environmental problems. Recently, in Korea, citizens' interest and concerns regarding particulate matter are on the rise. Particulate matter has an adverse impact on the health and activities of individuals, and this can lead to a decline in urban vitality. The maintenance and management of urban vitality is essential for ensuring a sustainable and livable city; consequently, an understanding of environmental impact is indispensable. Thus, this study aims to demonstrate the impact of particulate matter on urban vitality by using the spatiotemporal big data of particulate matter and floating population that targets Seoul—a world-class high-density city in South Korea. Further, it aims to examine the impact of the spatial and physical characteristics of neighborhoods on the vitality of cities and neighborhoods. The data analyzed the impact of particulate matter on neighborhood vitality by using a spatial panel model that considered the characteristics of time series and local data. The analysis demonstrated that the impact of particulate matter varied during weekdays and weekends. It did not significantly affect the numerous mandatory activities of city dwellers and vitality on weekdays. However, on weekends, when there are relatively more selective activities, particulate matter was found to affect the decline of urban vitality. This means that people are very anxious about particulate matter, and that it leads them to reduce their visits whenever possible on weekends, when selective activities are predominant. In the spatial characteristics of the neighborhood, the degree of development, land use for commercial and business purposes, land-use mix, access to public transportation, and pedestrian environment were found to significantly impact the increase of urban vitality. However, areas with significant land use for residential and industrial purposes, and areas with high altitudes were found to have relatively low urban vitality. Parks and living infrastructure had different effects on urban vitality depending on the type. This study's results can be utilized to establish various policies related to particulate matter and devise measures to enhance urban vitality.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
zsk1122完成签到,获得积分10
2秒前
荔枝发布了新的文献求助10
2秒前
lyy完成签到 ,获得积分10
3秒前
6秒前
myuniv完成签到,获得积分10
6秒前
专注鸵鸟完成签到,获得积分10
6秒前
专注之双完成签到,获得积分10
7秒前
Zircon完成签到 ,获得积分10
8秒前
Much完成签到 ,获得积分10
9秒前
9秒前
充电宝应助颠覆乾坤采纳,获得10
10秒前
11秒前
无花果应助pz采纳,获得10
11秒前
zheng完成签到 ,获得积分10
13秒前
量子星尘发布了新的文献求助10
14秒前
星辰大海应助荔枝采纳,获得10
14秒前
LJL发布了新的文献求助10
15秒前
meng发布了新的文献求助10
15秒前
无私的颤完成签到,获得积分10
15秒前
lucky完成签到 ,获得积分10
16秒前
Zel博博完成签到,获得积分10
16秒前
谷粱诗云完成签到,获得积分10
16秒前
yar应助myuniv采纳,获得10
16秒前
xc完成签到 ,获得积分10
17秒前
17秒前
干净的天与完成签到,获得积分10
17秒前
哈基米德应助毅诚菌采纳,获得10
19秒前
铁甲小杨完成签到,获得积分0
19秒前
20秒前
卡机了完成签到,获得积分10
21秒前
平淡绿柏完成签到,获得积分10
23秒前
架子猫发布了新的文献求助10
23秒前
23秒前
颠覆乾坤发布了新的文献求助10
24秒前
乔乔完成签到,获得积分10
25秒前
学术小白完成签到,获得积分10
25秒前
min完成签到,获得积分10
25秒前
25秒前
汉堡包应助slin_sjtu采纳,获得10
25秒前
高分求助中
【提示信息,请勿应助】关于scihub 10000
Les Mantodea de Guyane: Insecta, Polyneoptera [The Mantids of French Guiana] 3000
徐淮辽南地区新元古代叠层石及生物地层 3000
The Mother of All Tableaux: Order, Equivalence, and Geometry in the Large-scale Structure of Optimality Theory 3000
Handbook of Industrial Diamonds.Vol2 1100
Global Eyelash Assessment scale (GEA) 1000
Picture Books with Same-sex Parented Families: Unintentional Censorship 550
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 4038235
求助须知:如何正确求助?哪些是违规求助? 3575992
关于积分的说明 11374009
捐赠科研通 3305760
什么是DOI,文献DOI怎么找? 1819276
邀请新用户注册赠送积分活动 892662
科研通“疑难数据库(出版商)”最低求助积分说明 815022