Computers Environment and Urban Systems

Article	Citations
Navigating the post-pandemic urban landscape: Disparities in transportation recovery & regional insights from New York City	636
A land-use transport-interaction framework for large scale strategic urban modeling	119
Rooftop segmentation and optimization of photovoltaic panel layouts in digital surface models	101
How far are we towards sustainable Carfree cities combining shared autonomous vehicles with park-and-ride: An agent-based simulation assessment for Brussels	101
An integrated global model of local urban development and population change	98
Function and form of U.S. cities	97
Model-based estimation of the isolated impacts of urban expansion on projected streamflow values under varied climate scenarios	94
An ANN-based method for population Dasymetric mapping to avoid the scale heterogeneity: A case study in Hong Kong, 2016–2021	92
A building volume adjusted nighttime light index for characterizing the relationship between urban population and nighttime light intensity	91
Streetscapes as part of servicescapes: Can walkable streetscapes make local businesses more attractive?	87
Augmenting the Social Vulnerability Index using an agent-based simulation of Hurricane Harvey	79
Locating offenders: Introducing the reverse spatial patterning approach	78
Characterizing residential segregation in cities using intensity, separation, and scale indicators	78
Large-scale agent-based modelling of street robbery using graphical processing units and reinforcement learning	73
Delineating urban functional zones using mobile phone data: A case study of cross-boundary integration in Shenzhen-Dongguan-Huizhou area	73
Detecting cities with high intermediacy in the African urban network	69
Analyzing usage patterns from video data through deep learning: The case of an urban park	66
Enhanced solution capabilities for multiple patch land allocation	58
Using street-view panoramas to model the decision-making complexity of road intersections based on the passing branches during navigation	58
Using a deep learning model to quantify trash accumulation for cleaner urban stormwater	57
Quality assessment of crowdsourced social media data for urban flood management	55
Homogeneity and heterogeneity of diurnal and nocturnal hotspots and the implications for synergetic mitigation in heat-resilient urban planning	53
A simple agent-based model for planning for bicycling: Simulation of bicyclists' movements in urban environments	50
Plot-scale population estimation modeling based on residential plot form clustering and locational attractiveness analysis	49
Understanding the protection of privacy when counting subway travelers through anonymization	48

Capturing the spatial arrangement of POIs in crime modeling	46
Does partition matter? A new approach to modeling land use change	45
Hedonic price models, social media data and AI – An application to the AIRBNB sector in us cities	45
Editorial Board	44
Corrigendum to “An integrated physical-social analysis of disrupted access to critical facilities and community service-loss tolerance in urban flooding” [Computers, Environment and Urban Systems 80 (	44
Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning	42
A user-friendly assessment of six commonly used urban growth models	42
Machine learning to model gentrification: A synthesis of emerging forms	42
Delineating functional urban areas in Chinese mega city regions using fine-grained population data and cellphone location data: A case of Pearl River Delta	40
‘Green or short: choose one’ - A comparison of walking accessibility and greenery in 43 European cities	40
A framework for modelling spatio-temporal informal settlement growth prediction	39
Community time-activity trajectory modeling based on Markov chain simulation and Dirichlet regression	38
Strategic allocation of landmarks to reduce uncertainty in indoor navigation	38
A graph-based neural network approach to integrate multi-source data for urban building function classification	37
Interpretable machine learning models for crime prediction	37
Machine learning application to spatio-temporal modeling of urban growth	36
Editorial Board	36
Logistic facility identification from spatial time series data	36
Shortest covering paths and other covering walks: Refinements and prospects for subtour prevention	36
Modelling active travel accessibility at the micro-scale using multi-source built environment data	35
“Domains of deprivation framework” for mapping slums, informal settlements, and other deprived areas in LMICs to improve urban planning and policy: A scoping review	34
Measuring nuanced walkability: Leveraging ChatGPT's vision reasoning with multisource spatial data	34
Automatic detection of potential mosquito breeding sites from aerial images acquired by unmanned aerial vehicles	34
Information propagation on cyber, relational and physical spaces about covid-19 vaccine: Using social media and splatial framework	33
A heuristic algorithm for balancing workloads in coverage modeling	33
Predicting individuals' car accident risk by trajectory, driving events, and geographical context	32
A new geodemographic classification of the influence of neighbourhood characteristics on crime: The case of Leeds, UK	32
Flow trace: A novel representation of intra-urban movement dynamics	31
Large-scale agent-based simulation model of pedestrian traffic flows	31
Editorial Board	31
How regularly do people visit service places?	31
Areal interpolation of population projections consistent with different SSPs from 1-km resolution to block level based on USA Structures dataset	31
Integrating species distribution and piecewise linear regression model to identify functional connectivity thresholds to delimit urban ecological corridors	29
An agent-based modeling approach for public charging demand estimation and charging station location optimization at urban scale	29
The fallacy of the closest antenna: Towards an adequate view of device location in the mobile network	29
Utilizing geo-referenced imagery for systematic social observation of neighborhood disorder	29
Predicting Desire Paths: Agent-Based Simulation for Neighbourhood Route Planning	29
Implementing Deep Learning algorithms for urban tree detection and geolocation with high-resolution aerial, satellite, and ground-level images	28
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	28
Application of the local colocation quotient method in jobs-housing balance measurement based on mobile phone data: A case study of Nanjing City	28
Editorial Board	28
Shared automated vehicle fleet operations for first-mile last-mile transit connections with dynamic pooling	28
Investigating path dependence and spatial characteristics for retail success using location allocation and agent-based approaches	28
Multi-objective optimization of urban environmental system design using machine learning	27
Constructing multi-level urban clusters based on population distributions and interactions	27
Unravelling intercity mobility patterns in China using multi-year big data: A city classification based on monthly fluctuations and year-round trends	27
From points to patterns: An explorative POI network study on urban functional distribution	27
Generative population synthesis for joint household and individual characteristics	27
When spatial interpolation matters: Seeking an appropriate data transformation from the mobile network for population estimates	27
Causal effects of mobility intervention policies on intracity flows during the COVID-19 pandemic: The moderating role of zonal locations in the transportation networks	26

Digital twins and AI for healthy and sustainable cities	26
Calibration of cellular automata urban growth models from urban genesis onwards - a novel application of Markov chain Monte Carlo approximate Bayesian computation	26
Modeling spatial and temporal urban environmental noise using street view imagery and machine learning	26
Exploring the built environment impacts on Online Car-hailing waiting time: An empirical study in Beijing	25
Detecting changes in spatial characteristics of Colorado human-caused wildfires using APRIORI-based frequent itemset mining	25
Mapping priority zones for urban heat mitigation in Shanghai: Heat risk vs. shelter provision	25
Impact of 3-D urban landscape patterns on the outdoor thermal environment: A modelling study with SOLWEIG	24
Combining a land parcel cellular automata (LP-CA) model with participatory approaches in the simulation of disruptive future scenarios of urban land use change	24
Intra-urban land use maps for a global sample of cities from Sentinel-2 satellite imagery and computer vision	24
Jointly spatial-temporal representation learning for individual trajectories	24
Indoor mobility data encoding with TSTM-in: A topological-semantic trajectory model	24
Auditing the fairness of place-based crime prediction models implemented with deep learning approaches	23
Road network evolution in the urban and rural United States since 1900	23
Measuring evacuation rates from mobility data during the McDougall Creek wildfire in British Columbia, Canada	23
Editorial Board	23
A topology-based approach to identifying urban centers in America using multi-source geospatial big data	23
Advancing population-targeted urban sensing: A comparative study on mobile and static sensing paradigms	23
Torque work of origin-destination flows: Quantifying urban place centrality from a physical perspective	23
Fire and smoke digital twin – A computational framework for modeling fire incident outcomes	22
The Individual Walkable Neighborhood - Evaluating people-centered spatial units focusing on urban density	22
UrbanClassifier: A deep learning-based model for automated typology and temporal analysis of urban fabric across multiple spatial scales and viewpoints	22
Creating spatially complete zoning maps using machine learning	21
Characterizing the activity patterns of outdoor jogging using massive multi-aspect trajectory data	21
A machine learning approach to evaluate the spatial variability of New York City's 311 street flooding complaints	21
A specialized inclusive road dataset with elevation profiles for realistic pedestrian navigation using open geospatial data and deep learning	21
Simulating household energy behavior diffusion using spatial microsimulation and econometric models	21
Detecting older pedestrians and aging-friendly walkability using computer vision technology and street view imagery	21
Editorial Board	21
Housing segregation in Chinese major cities: A K-nearest neighbor analysis of longitudinal big data	20
Editorial Board	20
Investigating the spatiotemporal pattern between the built environment and urban vibrancy using big data in Shenzhen, China	20
Optimizing urban green space spatial patterns for thermal environment improvement: A multi-objective approach in the context of urban renewal	20
Mapping Great Britain's semantic footprints through a large language model analysis of Reddit comments	20
Socio-spatial segregation and human mobility: A review of empirical evidence	20
Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users	19
Machine-based understanding of noise perception in urban environments using mobility-based sensing data	19
A graph-based approach for representing addresses in geocoding	19
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas	19
Multi-level simulation of the physical, cognitive and social	19
From board games to immersive urban imaginaries: Visualization fidelity's impact on stimulating discussions on urban transformation	19
Capturing urban recreational hotspots from GPS data: A new framework in the lens of spatial heterogeneity	19
Landscape metrics regularly outperform other traditionally-used ancillary datasets in dasymetric mapping of population	19
Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost	19
Vital triangle: A new concept to evaluate urban vitality	18
Applicability and sensitivity analysis of vector cellular automata model for land cover change	18
Decoding (urban) form and function using spatially explicit deep learning	18
Architecting urban epidemic defense: A hierarchical region-individual control framework for optimizing large-scale individual mobility interventions	18
Spatial (in)accuracy of cell broadcast alerts in urban context: Feedback from the April 2023 Cannes tsunami trial	18
Determination of building flood risk maps from LiDAR mobile mapping data	18
Parameterizing agent-based models using an online game	18
Analytics of location-based big data for smart cities: Opportunities, challenges, and future directions	18
From PSScience to digital planning: Steps towards an integrated research and practice agenda for digital planning	17
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	17
Editorial Board	17
Do human mobility network analyses produced from different location-based data sources yield similar results across scales?	17
Predicting the variability in pedestrian travel rates and times using crowdsourced GPS data	17
Abstracting routes to their route-defining locations	17
A novel framework for road vectorization and classification from historical maps based on deep learning and symbol painting	17
Great Britain's spatial twitter activity related to ‘fracking’	17
Editorial Board	16
Building footprint data for countries in Africa: To what extent are existing data products comparable?	16
On the knowledge gain of urban morphology from space	16
Quantifying centrality using a novel flow-based measure: Implications for sustainable urban development	16
Editorial Board	16
Editorial Board	16
Revealing racial-ethnic segregation with individual experienced segregation indices based on social media data: A case study in Los Angeles-Long Beach-Anaheim	16
Simulation of dispersion effects by considering interactions of pedestrians and bicyclists using an agent space model	16
Performance benchmark on semantic web repositories for spatially explicit knowledge graph applications	15
Using computer vision and street view images to assess bus stop amenities	15
Conflating point of interest (POI) data: A systematic review of matching methods	15
Automatic detection of urban vacant land: An open-source approach for sustainable cities	15
Editorial Board	15
Understanding temporal and spatial patterns of urban activities across demographic groups through geotagged social media data	15
Measuring children's and adolescents' accessibility to greenspaces from different locations and commuting settings	15
Time will not tell: Temporal approaches for privacy-preserving trajectory publishing	15
Measuring the impacts of dockless micro-mobility services on public transit accessibility	15
Urban streets profiling with coupled spatio-temporal characteristics and topological information from the biking perspective	14
A framework for human-computer interactive street network design based on a multi-stage deep learning approach	14
Coupling graph deep learning and spatial-temporal influence of built environment for short-term bus travel demand prediction	14
How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model?	14

Exploring spatial complexity: Overlapping communities in South China's megaregion with big geospatial data	13
Places for play: Understanding human perception of playability in cities using street view images and deep learning	13
Early warning of COVID-19 hotspots using human mobility and web search query data	13
Predicting building characteristics at urban scale using graph neural networks and street-level context	13
Social areas revisited through the lens of mobility: A comparative study of the traditional and mobility approaches	13
An extended patch-based cellular automaton to simulate horizontal and vertical urban growth under the shared socioeconomic pathways	13
Generalized geographically and temporally weighted regression	13
The use of urban analytics in strategic planning – A case study of the greater Sydney region plan	13
A dominance tree approach to systems of cities	12
Detecting spatiotemporal traffic events using geosocial media data	12
The utility of multilevel models for continuous-time feature selection of spatio-temporal networks	12
ZenSVI: An open-source software for the integrated acquisition, processing and analysis of street view imagery towards scalable urban science	12
Dissecting lightning strike hazard impact patterns to National Airspace System facilities in the contiguous United States	12
Community resilience to wildfires: A network analysis approach by utilizing human mobility data	12
Unraveling changes of spending behavior in pandemic cities: A nationwide study of South Korea	12
Urban land teleconnections in the United States: A graphical network approach	12
Urban attractiveness according to ChatGPT: Contrasting AI and human insights	12
Spatio-temporal graph convolutional networks for road network inundation status prediction during urban flooding	11
Unravelling the dynamics behind the urban morphology of port-cities using a LUTI model based on cellular automata	11
Structural model choices regularly overshadow parametric uncertainty in agent-based simulations of household flood risk outcomes	11
Route planning of mobile sensing fleets for repeatable environmental monitoring tasks	11
Mapping multidimensional energy deprivation: Socio-spatial inequalities and policy implications in Great Britain	11
Spatial constraints in cellular automata-based urban growth models: A systematic comparison of classifiers and input urban maps	11
A general model for creating robust choropleth maps	11
Imputation of missing time-activity data with long-term gaps: A multi-scale residual CNN-LSTM network model	11
To be, or not to be ‘urban’? A multi-modal method for the differentiated measurement of the degree of urbanization	11
Comparative analysis of pedestrian volume models: Agent-based models, machine learning methods and multiple regression analysis	11
Informal participation in digital planning: How can third parties use social media to shift power relations in planning?	11
Exploring emergent soundscape profiles from crowdsourced audio data	11
Editorial Board	10
Editorial Board	10
Trackintel: An open-source Python library for human mobility analysis	10
From an agent-based laboratory to the real world: Effects of “neighborhood” size on urban sprawl	10
A spatially-explicit sensitivity analysis of urban definitions: Uncovering implicit assumptions in the Degree of Urbanisation	10
Can machine learning improve small area population forecasts? A forecast combination approach	10
Understanding the movement predictability of international travelers using a nationwide mobile phone dataset collected in South Korea	10
Satisfying transport needs with low carbon emissions: Exploring individual, social, and built environmental factors	10
Editorial Board	10
Measuring local-scale canopy-layer air temperatures in the built environment: A flexible method for urban heat studies	10
Editorial Board	10
LCZ-based city-wide solar radiation potential analysis by coupling physical modeling, machine learning, and 3D buildings	10
So close, yet so far: A new method for identification of high-impact missing links in pedestrian networks	10
Automatic detection of Aedes aegypti breeding grounds based on deep networks with spatio-temporal consistency	10
How far will you go? From empirical findings to formalization of walking route distances	9
How do contributions of organizations impact data inequality in OpenStreetMap?	9
Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism	9
Sidewalk networks: Review and outlook	9
Machine learning-based characterisation of urban morphology with the street pattern	9
Variability in and mixtures among residential vacancies at granular levels: Evidence from municipal water consumption data	9
Plant pest invasions, as seen through news and social media	9
Wheelchair accessibility to public facilities via transits and analysis of delay factors—A case study of Shanghai, China	9
The inclusive 15-minute city: Walkability analysis with sidewalk networks	9
The co-determination of home and workplace relocation durations using survival copula analysis	9
A space-time flow LISA approach for panel flow data	9
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	9
How shareable is your trip? A path-based analysis of ridesplitting trip shareability	9