Computers Environment and Urban Systems

Article	Citations
An integrated global model of local urban development and population change	988
Function and form of U.S. cities	133
Navigating the post-pandemic urban landscape: Disparities in transportation recovery & regional insights from New York City	125
Modeling shared e-micromobility as a label propagation process for detecting overlapping communities	118
Streetscapes as part of servicescapes: Can walkable streetscapes make local businesses more attractive?	110
How far are we towards sustainable Carfree cities combining shared autonomous vehicles with park-and-ride: An agent-based simulation assessment for Brussels	101
A critical assessment of selected urban resilience decision-support tools in the United States	91
Rooftop segmentation and optimization of photovoltaic panel layouts in digital surface models	88
Model-based estimation of the isolated impacts of urban expansion on projected streamflow values under varied climate scenarios	85
An ANN-based method for population Dasymetric mapping to avoid the scale heterogeneity: A case study in Hong Kong, 2016–2021	81
A land-use transport-interaction framework for large scale strategic urban modeling	80
A building volume adjusted nighttime light index for characterizing the relationship between urban population and nighttime light intensity	75
Analyzing usage patterns from video data through deep learning: The case of an urban park	75
Large-scale agent-based modelling of street robbery using graphical processing units and reinforcement learning	74
Enhanced solution capabilities for multiple patch land allocation	68
Augmenting the Social Vulnerability Index using an agent-based simulation of Hurricane Harvey	66
Locating offenders: Introducing the reverse spatial patterning approach	65
Homogeneity and heterogeneity of diurnal and nocturnal hotspots and the implications for synergetic mitigation in heat-resilient urban planning	63
Characterizing residential segregation in cities using intensity, separation, and scale indicators	58
Why same datasets yield different environment–activity relationships? Hidden uncertainties in geospatial processing methods	58
Detecting cities with high intermediacy in the African urban network	58
Delineating urban functional zones using mobile phone data: A case study of cross-boundary integration in Shenzhen-Dongguan-Huizhou area	57
Using street-view panoramas to model the decision-making complexity of road intersections based on the passing branches during navigation	56
A simple agent-based model for planning for bicycling: Simulation of bicyclists' movements in urban environments	55
Machine learning to model gentrification: A synthesis of emerging forms	55

Understanding the protection of privacy when counting subway travelers through anonymization	55
Strategic allocation of landmarks to reduce uncertainty in indoor navigation	51
Hedonic price models, social media data and AI – An application to the AIRBNB sector in us cities	48
Community time-activity trajectory modeling based on Markov chain simulation and Dirichlet regression	47
Capturing the spatial arrangement of POIs in crime modeling	47
Machine learning application to spatio-temporal modeling of urban growth	46
A graph-based neural network approach to integrate multi-source data for urban building function classification	45
Does partition matter? A new approach to modeling land use change	44
Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning	44
Plot-scale population estimation modeling based on residential plot form clustering and locational attractiveness analysis	44
Interpretable machine learning models for crime prediction	44
‘Green or short: choose one’ - A comparison of walking accessibility and greenery in 43 European cities	43
A user-friendly assessment of six commonly used urban growth models	43
Logistic facility identification from spatial time series data	42
The fallacy of the closest antenna: Towards an adequate view of device location in the mobile network	40
How regularly do people visit service places?	39
Areal interpolation of population projections consistent with different SSPs from 1-km resolution to block level based on USA Structures dataset	39
Editorial Board	38
Shortest covering paths and other covering walks: Refinements and prospects for subtour prevention	38
Flow trace: A novel representation of intra-urban movement dynamics	38
Editorial Board	38
Predicting Desire Paths: Agent-Based Simulation for Neighbourhood Route Planning	38
Information propagation on cyber, relational and physical spaces about covid-19 vaccine: Using social media and splatial framework	38
Measuring nuanced walkability: Leveraging ChatGPT's vision reasoning with multisource spatial data	37
Large-scale agent-based simulation model of pedestrian traffic flows	37
Modelling active travel accessibility at the micro-scale using multi-source built environment data	37
Integrating species distribution and piecewise linear regression model to identify functional connectivity thresholds to delimit urban ecological corridors	36
Constructing multi-level urban clusters based on population distributions and interactions	36
Editorial Board	36
Smart water metering as a non-invasive tool to infer dwelling type and occupancy – Implications for the collection of neighbourhood-level housing and tourism statistics	36
An agent-based modeling approach for public charging demand estimation and charging station location optimization at urban scale	36
Generative population synthesis for joint household and individual characteristics	35
Investigating path dependence and spatial characteristics for retail success using location allocation and agent-based approaches	35
Application of the local colocation quotient method in jobs-housing balance measurement based on mobile phone data: A case study of Nanjing City	35
Unravelling intercity mobility patterns in China using multi-year big data: A city classification based on monthly fluctuations and year-round trends	35
Implementing Deep Learning algorithms for urban tree detection and geolocation with high-resolution aerial, satellite, and ground-level images	34
Multi-objective optimization of urban environmental system design using machine learning	34
From points to patterns: An explorative POI network study on urban functional distribution	33
When spatial interpolation matters: Seeking an appropriate data transformation from the mobile network for population estimates	33
Exploring the built environment impacts on Online Car-hailing waiting time: An empirical study in Beijing	33
Causal effects of mobility intervention policies on intracity flows during the COVID-19 pandemic: The moderating role of zonal locations in the transportation networks	32
Digital twins and AI for healthy and sustainable cities	32
Detecting changes in spatial characteristics of Colorado human-caused wildfires using APRIORI-based frequent itemset mining	32
Combining a land parcel cellular automata (LP-CA) model with participatory approaches in the simulation of disruptive future scenarios of urban land use change	32
Jointly spatial-temporal representation learning for individual trajectories	32
Mapping priority zones for urban heat mitigation in Shanghai: Heat risk vs. shelter provision	31
Indoor mobility data encoding with TSTM-in: A topological-semantic trajectory model	31
Modeling spatial and temporal urban environmental noise using street view imagery and machine learning	31
Intra-urban land use maps for a global sample of cities from Sentinel-2 satellite imagery and computer vision	31
Impact of 3-D urban landscape patterns on the outdoor thermal environment: A modelling study with SOLWEIG	31

Auditing the fairness of place-based crime prediction models implemented with deep learning approaches	30
Creating spatially complete zoning maps using machine learning	30
Measuring evacuation rates from mobility data during the McDougall Creek wildfire in British Columbia, Canada	30
Fire and smoke digital twin – A computational framework for modeling fire incident outcomes	30
Editorial Board	30
Exploring climate-induced migration impacts on urban growth	30
Semantic data enrichment for maintenance of foundation spatial data	28
A machine learning approach to evaluate the spatial variability of New York City's 311 street flooding complaints	28
Learning street view representations based on a spatiotemporal contrastive learning framework	28
Advancing population-targeted urban sensing: A comparative study on mobile and static sensing paradigms	28
The Individual Walkable Neighborhood - Evaluating people-centered spatial units focusing on urban density	28
UrbanClassifier: A deep learning-based model for automated typology and temporal analysis of urban fabric across multiple spatial scales and viewpoints	28
A topology-based approach to identifying urban centers in America using multi-source geospatial big data	28
Road network evolution in the urban and rural United States since 1900	28
Editorial Board	27
Urban visual uniqueness: A landmark-free framework to quantify city's identity and distinctiveness from everyday scenes	27
Characterizing the activity patterns of outdoor jogging using massive multi-aspect trajectory data	27
Torque work of origin-destination flows: Quantifying urban place centrality from a physical perspective	27
Simulating household energy behavior diffusion using spatial microsimulation and econometric models	27
Socio-spatial segregation and human mobility: A review of empirical evidence	26
Housing segregation in Chinese major cities: A K-nearest neighbor analysis of longitudinal big data	25
Optimizing urban green space spatial patterns for thermal environment improvement: A multi-objective approach in the context of urban renewal	25
Detecting older pedestrians and aging-friendly walkability using computer vision technology and street view imagery	24
A specialized inclusive road dataset with elevation profiles for realistic pedestrian navigation using open geospatial data and deep learning	24
Beyond distance: A computational framework for route-based urban park accessibility	24
Editorial Board	24
Decoding urban soundscapes: spatial prediction and influence mechanism analysis with interpretable semi-supervised learning	24
Editorial Board	23
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas	23
ScaleFC: A scale-aware geographical flow clustering algorithm for heterogeneous origin-destination data	23
Machine-based understanding of noise perception in urban environments using mobility-based sensing data	23
Realized spatial accessibility vs. potential spatial accessibility in the United States: A case study based on geospatial big data	23
FlowsDT: A geospatial digital twin for navigating urban flood dynamics	23
Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost	22
Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users	22
Capturing urban recreational hotspots from GPS data: A new framework in the lens of spatial heterogeneity	22
Mapping Great Britain's semantic footprints through a large language model analysis of Reddit comments	22
Investigating the spatiotemporal pattern between the built environment and urban vibrancy using big data in Shenzhen, China	22
Designing and testing microtransit routes to improve social inclusion: A pilot study in a suburban area	21
Decoding (urban) form and function using spatially explicit deep learning	21
From board games to immersive urban imaginaries: Visualization fidelity's impact on stimulating discussions on urban transformation	21
A graph-based approach for representing addresses in geocoding	21
Spatial (in)accuracy of cell broadcast alerts in urban context: Feedback from the April 2023 Cannes tsunami trial	21
Applicability and sensitivity analysis of vector cellular automata model for land cover change	21
Landscape metrics regularly outperform other traditionally-used ancillary datasets in dasymetric mapping of population	21
Architecting urban epidemic defense: A hierarchical region-individual control framework for optimizing large-scale individual mobility interventions	21
Great Britain's spatial twitter activity related to ‘fracking’	20
Leveraging sidewalk robots for walkability-related analyses	20
Editorial Board	20
Exploring the effect of urban spatial development pattern on carbon dioxide emissions in China: A socioeconomic density distribution approach based on remotely sensed nighttime light data	20
Predicting the variability in pedestrian travel rates and times using crowdsourced GPS data	20
Vital triangle: A new concept to evaluate urban vitality	20
Do human mobility network analyses produced from different location-based data sources yield similar results across scales?	19
A novel framework for road vectorization and classification from historical maps based on deep learning and symbol painting	19
Detecting uneven impacts of rental housing financialisation and platformisation on neighbourhoods in China: A multi-source data mining approach	19
From PSScience to digital planning: Steps towards an integrated research and practice agenda for digital planning	19
Parameterizing agent-based models using an online game	19
Quantifying centrality using a novel flow-based measure: Implications for sustainable urban development	19
Understanding temporal and spatial patterns of urban activities across demographic groups through geotagged social media data	18
Measuring the impacts of dockless micro-mobility services on public transit accessibility	18
On the knowledge gain of urban morphology from space	18
Editorial Board	18
Conflating point of interest (POI) data: A systematic review of matching methods	18
Building footprint data for countries in Africa: To what extent are existing data products comparable?	18
Exploring the inequality of the particulate matter exposure level of public bicycle scheme users using an agent-based model	18
Performance benchmark on semantic web repositories for spatially explicit knowledge graph applications	17
Time will not tell: Temporal approaches for privacy-preserving trajectory publishing	17
Revealing racial-ethnic segregation with individual experienced segregation indices based on social media data: A case study in Los Angeles-Long Beach-Anaheim	17
The use of urban analytics in strategic planning – A case study of the greater Sydney region plan	17
How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model?	17
Editorial Board	17
Measuring children's and adolescents' accessibility to greenspaces from different locations and commuting settings	17
Toward satisfactory public accessibility: A crowdsourcing approach through online reviews to inclusive urban design	16
A framework for human-computer interactive street network design based on a multi-stage deep learning approach	16
Coupling graph deep learning and spatial-temporal influence of built environment for short-term bus travel demand prediction	16
Using computer vision and street view images to assess bus stop amenities	16
Predicting building characteristics at urban scale using graph neural networks and street-level context	16
High-resolution urban land use change modeling via sequential classifiers	16
Urban streets profiling with coupled spatio-temporal characteristics and topological information from the biking perspective	16
Exploring spatial complexity: Overlapping communities in South China's megaregion with big geospatial data	15

To be, or not to be ‘urban’? A multi-modal method for the differentiated measurement of the degree of urbanization	15
Urban land teleconnections in the United States: A graphical network approach	15
Urban attractiveness according to ChatGPT: Contrasting AI and human insights	15
Generalized geographically and temporally weighted regression	15
Social areas revisited through the lens of mobility: A comparative study of the traditional and mobility approaches	15
Spatio-temporal graph convolutional networks for road network inundation status prediction during urban flooding	15
Route planning of mobile sensing fleets for repeatable environmental monitoring tasks	14
Detecting spatiotemporal traffic events using geosocial media data	14
Community resilience to wildfires: A network analysis approach by utilizing human mobility data	14
ZenSVI: An open-source software for the integrated acquisition, processing and analysis of street view imagery towards scalable urban science	14
A dominance tree approach to systems of cities	14
Mapping multidimensional energy deprivation: Socio-spatial inequalities and policy implications in Great Britain	14
Unraveling changes of spending behavior in pandemic cities: A nationwide study of South Korea	14
Comparative analysis of pedestrian volume models: Agent-based models, machine learning methods and multiple regression analysis	13
Informal participation in digital planning: How can third parties use social media to shift power relations in planning?	13
Measuring local-scale canopy-layer air temperatures in the built environment: A flexible method for urban heat studies	13
Spatial constraints in cellular automata-based urban growth models: A systematic comparison of classifiers and input urban maps	13
A general model for creating robust choropleth maps	13
Imputation of missing time-activity data with long-term gaps: A multi-scale residual CNN-LSTM network model	13
Editorial Board	12
Trackintel: An open-source Python library for human mobility analysis	12
Exploring emergent soundscape profiles from crowdsourced audio data	12
Digital planning for sustainable urban future	12
Editorial Board	12
Structural model choices regularly overshadow parametric uncertainty in agent-based simulations of household flood risk outcomes	12
Editorial Board	12
VoxCity: A seamless framework for open geospatial data integration, grid-based semantic 3D city model generation, and urban environment simulation	12
Spatial stratified heterogeneity and driving mechanism of urban development level in China under different urban growth patterns with optimal parameter-based geographic detector model mining	11
Strategic bi-objective optimization for electric vehicle fleet replacement leveraging shared charging facilities	11
Editorial Board	11
Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism	11
A spatially-explicit sensitivity analysis of urban definitions: Uncovering implicit assumptions in the Degree of Urbanisation	11
How far will you go? From empirical findings to formalization of walking route distances	11
LCZ-based city-wide solar radiation potential analysis by coupling physical modeling, machine learning, and 3D buildings	11
From an agent-based laboratory to the real world: Effects of “neighborhood” size on urban sprawl	11
Can machine learning improve small area population forecasts? A forecast combination approach	11
Machine learning-based characterisation of urban morphology with the street pattern	11
Adaptive continuity-preserving simplification of street networks	11
The co-determination of home and workplace relocation durations using survival copula analysis	11
Generative AI for urban planning: Synthesizing satellite imagery via diffusion models	11
So close, yet so far: A new method for identification of high-impact missing links in pedestrian networks	11
A space-time flow LISA approach for panel flow data	11
Plant pest invasions, as seen through news and social media	11
Sidewalk networks: Review and outlook	10
The inclusive 15-minute city: Walkability analysis with sidewalk networks	10
How shareable is your trip? A path-based analysis of ridesplitting trip shareability	10
Encoding experience: Quantifying multisensory perception of urban form through a systematic review	10
How do contributions of organizations impact data inequality in OpenStreetMap?	10
Does real time experience matter? Comparison of retrospective and in-situ spatial data in participatory mapping	10
Measuring pedestrians' movement and building a visual-based attractiveness map of public spaces using smartphones	10
Satisfying transport needs with low carbon emissions: Exploring individual, social, and built environmental factors	10
Spatial aspects of urban air quality management: Estimating the impact of micro-scale urban form on pollution dispersion	10
Perceptions of space and time of public transport travel associated with human brain activities: A case study of bus travel in Beijing	10
Understanding dockless bike-sharing spatiotemporal travel patterns: Evidence from ten cities in China	9
The detection of residential developments in urban areas: Exploring the potentials of deep-learning algorithms	9
Predicting human mobility flows in response to extreme urban floods: A hybrid deep learning model considering spatial heterogeneity	9
Rating places and crime prevention: Exploring user-generated ratings to assess place management	9
Editorial Board	9
Spatiotemporal dynamics of ethnoracial diversity and segregation in Los Angeles County: Insights from mobile phone data	9
Corrigendum to “Leveraging sidewalk robots for walkability-related analyses Computers, Environment and Urban Systems” [Volume 124, March 2026, 102381]	9
Wheelchair accessibility to public facilities via transits and analysis of delay factors—A case study of Shanghai, China	9
Editorial Board	9
Identifying the spatio-temporal dynamics of mega city region range and hinterland: A perspective of inter-city flows	9
An integrated decision support system for the urban food-water-energy nexus: Methodology, modification, and model formulation	9
Sensing urban soundscapes from street view imagery	9