Why same datasets yield different environment–activity relationships? Hidden uncertainties in geospatial processing methods
Bibliographic Data
| ID | 7150577 |
|---|---|
| Authors | Haochen Shi (0000-0001-8634-3992, Guangzhou University), Lingzi Xu (0000-0001-7861-9063, Zhejiang A & F University), Ding Ma (0000-0001-9328-9584, Guangdong-Hongkong-Macau Joint Laboratory of Collaborative Innovation for Environmental Quality), Feng Gao (0000-0003-3351-457X, Guangzhou Urban Planning Survey & Design Institute), Shaoying Li (0000-0002-4703-5660, Guangzhou University, corresponding author) |
| Year | 2026 |
| Volume | 125 |
| Pages | 102398 |
| Publication date | 2026-04-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Computers Environment and Urban Systems (JOURNAL) |
| Journal identifiers | ISSN: 0198-9715 • E-ISSN: 1873-7587 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.compenvurbsys.2025.102398 |
| OpenAlex | W7119114035 |
| Language | EN |
| Citations received | 1 |
| References cited | 53 |
Geospatial analysis · Hidden Markov model · Probabilistic logic · Resource allocation · Spatial analysis · Statistical model · Trajectory · Human Mobility and Location-Based Analysis · Urban Design and Spatial Analysis · Urban Transport and Accessibility
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Understanding the modifiable areal unit problem in dockless bike sharing usage and exploring the interactive effects of built environment factors
How the built environment affects physical activity
Revealing Spatial Patterns and Environmental Influences on Jogging Volume and Speed
Representing geographic space as a hierarchy of recursively defined subspaces for computing the degree of order
Analytics of location-based big data for smart cities
Identifying and understanding road-constrained areas of interest (AOIs) through spatiotemporal taxi GPS data
Capturing urban recreational hotspots from GPS data
Environmental factors for outdoor jogging in Beijing
Exploring the recreational micromobility in relation to historic urban areas and social media
From trajectories to network
A hybrid HMM model for travel path inference with sparse GPS samples
The spatial heterogeneity effects of street environmental factors on the preference for sports and leisure cycling paths across different street types
Creating Buffers on Surfaces
Crafting a jogging-friendly city
Deciphering urban cycling
How does the spatial scale impact accessibility analysis and equity? The case of accessibility to supermarkets in Montreal
Geospatial analysis requires a different way of thinking
The S + 5Ds
Tempo-spatial analysis of pedestrian movement in the built environment based on crowdsourced big data
Selection biases in crowdsourced big data applied to tourism research
Cluster analysis of microscopic spatio-temporal patterns of tourists’ movement behaviors in mountainous scenic areas using open GPS-trajectory data
Cycling in Tibet
The local economic impacts of regeneration projects
Understanding the Impact of the Modifiable Areal Unit Problem on the Relationship between Active Travel and the Built Environment
Pedaling through the cityscape
Travel and the Built Environment
Searching for the Elusive Aggregation Effect
| Unique citing works | 1 |
|---|---|
| Citations per year | 1 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 1 |