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Time-varying and non-linear associations between metro ridership and the built environment
The metro is the backbone of the transport system in many cities. Analyzing the built-
environment correlates of metro ridership is crucial for transit-oriented development (TOD) …
environment correlates of metro ridership is crucial for transit-oriented development (TOD) …
Portraying business district vibrancy with mobile phone data and optimal parameters-based geographical detector model
Abstract Since Jane Jacob proposed the concept of urban vibrancy in 1961, it has been a
research focus in multi-disciplines. This study portrays the business district vibrancy from the …
research focus in multi-disciplines. This study portrays the business district vibrancy from the …
A review of research methods on the coupling relationship between urban rail transit and urban space: revealing spatiotemporal relationships through big data
Z Liu, H ** city spatial structures;
however, the principles and mechanisms behind this influence are not fully understood. This …
however, the principles and mechanisms behind this influence are not fully understood. This …
Nonlinear and threshold effects of the built environment, road vehicles and air pollution on urban vitality
The impact of factors such as the built environment, road vehicles, and air quality on urban
vitality attracts increasing interest in urban planning and design research. However, tacit …
vitality attracts increasing interest in urban planning and design research. However, tacit …
Investigating urban mobility through multi-source public transportation data: A multiplex network perspective
The integration of multi-source and diverse spatio-temporal travel data provides a
comprehensive insight into urban mobility. Using data from Shenzhen's public transportation …
comprehensive insight into urban mobility. Using data from Shenzhen's public transportation …
Understanding the impact of modifiable areal unit problem on urban vitality and its built environment factors
H Deng, K Liu, J Feng - Geo-Spatial Information Science, 2024 - Taylor & Francis
Urban vitality is an essential reference for formulating urban planning and urban
development policies, while the Modifiable Areal Unit Problem (MAUP) is a crucial issue that …
development policies, while the Modifiable Areal Unit Problem (MAUP) is a crucial issue that …
TOD and vibrancy: The spatio-temporal impacts of the built environment on vibrancy
Urban vibrancy is described by the activities of residents and their spatio-temporal
dynamics. The metro station area (MSA) is one of the densest and most populous areas of …
dynamics. The metro station area (MSA) is one of the densest and most populous areas of …
Unravel the spatio-temporal patterns and their nonlinear relationship with correlates of dockless shared bikes near metro stations
Z Tong, Y Zhu, Z Zhang, R An, Y Liu… - Geo-Spatial Information …, 2023 - Taylor & Francis
The dockless bike-sharing system has rapidly expanded worldwide and has been widely
used as an intermodal transport to connect with public transportation. However, higher …
used as an intermodal transport to connect with public transportation. However, higher …
TOD typology and station area vibrancy: An interpretable machine learning approach
H Pan, Y Huang - Transportation Research Part A: Policy and Practice, 2024 - Elsevier
Transit-oriented development (TOD) has great potential to foster vibrant communities
through improved access to activities around station areas. Several studies have …
through improved access to activities around station areas. Several studies have …