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Urban spatial dynamic modeling based on urban amenity data to inform smart city planning

Cai, Zipan LU ; Kwak, Yoonshin ; Cvetkovic, Vladimir ; Deal, Brian and Mörtberg, Ulla (2023) In Anthropocene 42.
Abstract
An ideal form of smart city planning would focus on the availability of urban amenities that can meet the basic needs of a resident’s material life, civil connections, and humanistic spirit. Previous studies have concentrated on analyzing the spatial distribution of urban services, with less attention on their contribution as local urban amenities. In this study, we propose a spatial dynamic modeling approach based on urban amenities using social media data from Google Place API to provide locational information on potential resident interactions. We use a representative region in Europe (Stockholm County, SE) to simulate and project urban development in the region until 2050. Our circular conceptual framework of spatial information and... (More)
An ideal form of smart city planning would focus on the availability of urban amenities that can meet the basic needs of a resident’s material life, civil connections, and humanistic spirit. Previous studies have concentrated on analyzing the spatial distribution of urban services, with less attention on their contribution as local urban amenities. In this study, we propose a spatial dynamic modeling approach based on urban amenities using social media data from Google Place API to provide locational information on potential resident interactions. We use a representative region in Europe (Stockholm County, SE) to simulate and project urban development in the region until 2050. Our circular conceptual framework of spatial information and feedback supports decision-makers in testing possible urban planning scenarios that align with the vision of a smart city. Simulation results reveal the interplay between human-land interactions on a specific spatial-temporal scale, and we analyze scenario outcomes in relation to commercial and residential land uses. Overall, our study provides a new perspective on human-social behavior-driven urban development, through a smart, spatial dynamic model as a planning support system that can enhance realism, and ultimately help realize planned development objectives in the region. (Less)
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author
; ; ; and
publishing date
type
Contribution to journal
publication status
published
subject
in
Anthropocene
volume
42
article number
100387
publisher
Elsevier
external identifiers
  • scopus:85160678432
ISSN
2213-3054
DOI
10.1016/j.ancene.2023.100387
language
English
LU publication?
no
id
55ee89a1-4576-4da9-8ff1-0d85e20a2b08
date added to LUP
2025-02-15 20:08:16
date last changed
2025-04-04 15:18:21
@article{55ee89a1-4576-4da9-8ff1-0d85e20a2b08,
  abstract     = {{An ideal form of smart city planning would focus on the availability of urban amenities that can meet the basic needs of a resident’s material life, civil connections, and humanistic spirit. Previous studies have concentrated on analyzing the spatial distribution of urban services, with less attention on their contribution as local urban amenities. In this study, we propose a spatial dynamic modeling approach based on urban amenities using social media data from Google Place API to provide locational information on potential resident interactions. We use a representative region in Europe (Stockholm County, SE) to simulate and project urban development in the region until 2050. Our circular conceptual framework of spatial information and feedback supports decision-makers in testing possible urban planning scenarios that align with the vision of a smart city. Simulation results reveal the interplay between human-land interactions on a specific spatial-temporal scale, and we analyze scenario outcomes in relation to commercial and residential land uses. Overall, our study provides a new perspective on human-social behavior-driven urban development, through a smart, spatial dynamic model as a planning support system that can enhance realism, and ultimately help realize planned development objectives in the region.}},
  author       = {{Cai, Zipan and Kwak, Yoonshin and Cvetkovic, Vladimir and Deal, Brian and Mörtberg, Ulla}},
  issn         = {{2213-3054}},
  language     = {{eng}},
  month        = {{05}},
  publisher    = {{Elsevier}},
  series       = {{Anthropocene}},
  title        = {{Urban spatial dynamic modeling based on urban amenity data to inform smart city planning}},
  url          = {{http://dx.doi.org/10.1016/j.ancene.2023.100387}},
  doi          = {{10.1016/j.ancene.2023.100387}},
  volume       = {{42}},
  year         = {{2023}},
}