Computers Environment and Urban Systems

Article	Citations
Streetscapes as part of servicescapes: Can walkable streetscapes make local businesses more attractive?	502
Model-based estimation of the isolated impacts of urban expansion on projected streamflow values under varied climate scenarios	104
Rooftop segmentation and optimization of photovoltaic panel layouts in digital surface models	95
Function and form of U.S. cities	88
How far are we towards sustainable Carfree cities combining shared autonomous vehicles with park-and-ride: An agent-based simulation assessment for Brussels	87
An ANN-based method for population Dasymetric mapping to avoid the scale heterogeneity: A case study in Hong Kong, 2016–2021	86
Navigating the post-pandemic urban landscape: Disparities in transportation recovery & regional insights from New York City	84
A building volume adjusted nighttime light index for characterizing the relationship between urban population and nighttime light intensity	80
An integrated global model of local urban development and population change	80
A land-use transport-interaction framework for large scale strategic urban modeling	72
Detecting cities with high intermediacy in the African urban network	71
Enhanced solution capabilities for multiple patch land allocation	71
Using a deep learning model to quantify trash accumulation for cleaner urban stormwater	69
Analyzing usage patterns from video data through deep learning: The case of an urban park	66
Locating offenders: Introducing the reverse spatial patterning approach	64
Augmenting the Social Vulnerability Index using an agent-based simulation of Hurricane Harvey	61
Delineating urban functional zones using mobile phone data: A case study of cross-boundary integration in Shenzhen-Dongguan-Huizhou area	60
Quality assessment of crowdsourced social media data for urban flood management	58
Characterizing residential segregation in cities using intensity, separation, and scale indicators	56
A simple agent-based model for planning for bicycling: Simulation of bicyclists' movements in urban environments	51
Homogeneity and heterogeneity of diurnal and nocturnal hotspots and the implications for synergetic mitigation in heat-resilient urban planning	51
Large-scale agent-based modelling of street robbery using graphical processing units and reinforcement learning	49
Using street-view panoramas to model the decision-making complexity of road intersections based on the passing branches during navigation	49
Plot-scale population estimation modeling based on residential plot form clustering and locational attractiveness analysis	48
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 (	46

Understanding the protection of privacy when counting subway travelers through anonymization	46
Editorial Board	44
‘Green or short: choose one’ - A comparison of walking accessibility and greenery in 43 European cities	43
A framework for modelling spatio-temporal informal settlement growth prediction	42
A user-friendly assessment of six commonly used urban growth models	40
Community time-activity trajectory modeling based on Markov chain simulation and Dirichlet regression	39
Strategic allocation of landmarks to reduce uncertainty in indoor navigation	39
Does partition matter? A new approach to modeling land use change	38
Capturing the spatial arrangement of POIs in crime modeling	38
Machine learning application to spatio-temporal modeling of urban growth	37
Interpretable machine learning models for crime prediction	36
A graph-based neural network approach to integrate multi-source data for urban building function classification	36
Machine learning to model gentrification: A synthesis of emerging forms	35
Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning	35
Editorial Board	33
Delineating functional urban areas in Chinese mega city regions using fine-grained population data and cellphone location data: A case of Pearl River Delta	33
Revealing correlation patterns of individual location activity motifs between workdays and day-offs using massive mobile phone data	33
Logistic facility identification from spatial time series data	32
Predicting Desire Paths: Agent-Based Simulation for Neighbourhood Route Planning	32
The fallacy of the closest antenna: Towards an adequate view of device location in the mobile network	32
A new geodemographic classification of the influence of neighbourhood characteristics on crime: The case of Leeds, UK	32
Shortest covering paths and other covering walks: Refinements and prospects for subtour prevention	31
Modelling active travel accessibility at the micro-scale using multi-source built environment data	30
Editorial Board	29
Automatic detection of potential mosquito breeding sites from aerial images acquired by unmanned aerial vehicles	29
A heuristic algorithm for balancing workloads in coverage modeling	29
Predicting individuals' car accident risk by trajectory, driving events, and geographical context	29
Information propagation on cyber, relational and physical spaces about covid-19 vaccine: Using social media and splatial framework	29
Utilizing geo-referenced imagery for systematic social observation of neighborhood disorder	29
Areal interpolation of population projections consistent with different SSPs from 1-km resolution to block level based on USA Structures dataset	29
An agent-based modeling approach for public charging demand estimation and charging station location optimization at urban scale	28
Flow trace: A novel representation of intra-urban movement dynamics	28
How regularly do people visit service places?	28
Large-scale agent-based simulation model of pedestrian traffic flows	28
“Domains of deprivation framework” for mapping slums, informal settlements, and other deprived areas in LMICs to improve urban planning and policy: A scoping review	28
Integrating species distribution and piecewise linear regression model to identify functional connectivity thresholds to delimit urban ecological corridors	27
Constructing multi-level urban clusters based on population distributions and interactions	26
Editorial Board	26
Unravelling intercity mobility patterns in China using multi-year big data: A city classification based on monthly fluctuations and year-round trends	26
A comparison between residential relocation timing of Sydney and Chicago residents: A Bayesian survival analysis	26
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	26
Exploring night and day socio-spatial segregation based on mobile phone data: The case of Medellin (Colombia)	25
Application of the local colocation quotient method in jobs-housing balance measurement based on mobile phone data: A case study of Nanjing City	25
Generative population synthesis for joint household and individual characteristics	25
Shared automated vehicle fleet operations for first-mile last-mile transit connections with dynamic pooling	24
Investigating path dependence and spatial characteristics for retail success using location allocation and agent-based approaches	24
Implementing Deep Learning algorithms for urban tree detection and geolocation with high-resolution aerial, satellite, and ground-level images	24
Multi-objective optimization of urban environmental system design using machine learning	24
When spatial interpolation matters: Seeking an appropriate data transformation from the mobile network for population estimates	24
From points to patterns: An explorative POI network study on urban functional distribution	24

Exploring the built environment impacts on Online Car-hailing waiting time: An empirical study in Beijing	23
Combining a land parcel cellular automata (LP-CA) model with participatory approaches in the simulation of disruptive future scenarios of urban land use change	23
Causal effects of mobility intervention policies on intracity flows during the COVID-19 pandemic: The moderating role of zonal locations in the transportation networks	23
Diversity and density of urban functions in station areas	23
Impact of 3-D urban landscape patterns on the outdoor thermal environment: A modelling study with SOLWEIG	22
Editorial Board	22
Detecting changes in spatial characteristics of Colorado human-caused wildfires using APRIORI-based frequent itemset mining	22
Jointly spatial-temporal representation learning for individual trajectories	22
A systematic review of agent-based models for autonomous vehicles in urban mobility and logistics: Possibilities for integrated simulation models	22
Indoor mobility data encoding with TSTM-in: A topological-semantic trajectory model	22
Intra-urban land use maps for a global sample of cities from Sentinel-2 satellite imagery and computer vision	22
Calibration of cellular automata urban growth models from urban genesis onwards - a novel application of Markov chain Monte Carlo approximate Bayesian computation	22
A topology-based approach to identifying urban centers in America using multi-source geospatial big data	22
Network analysis and characterization of vulnerability in flood control infrastructure for system-level risk reduction	21
Auditing the fairness of place-based crime prediction models implemented with deep learning approaches	21
Patterns of urban foot traffic dynamics	21
A machine learning approach to evaluate the spatial variability of New York City's 311 street flooding complaints	21
Measuring evacuation rates from mobility data during the McDougall Creek wildfire in British Columbia, Canada	21
Fire and smoke digital twin – A computational framework for modeling fire incident outcomes	21
Road network evolution in the urban and rural United States since 1900	21
Simulating the urban spatial structure with spatial interaction: A case study of urban polycentricity under different scenarios	21
UrbanClassifier: A deep learning-based model for automated typology and temporal analysis of urban fabric across multiple spatial scales and viewpoints	21
Advancing population-targeted urban sensing: A comparative study on mobile and static sensing paradigms	21
The Individual Walkable Neighborhood - Evaluating people-centered spatial units focusing on urban density	21
Creating spatially complete zoning maps using machine learning	21
Socio-spatial segregation and human mobility: A review of empirical evidence	20
Simulating household energy behavior diffusion using spatial microsimulation and econometric models	20
A specialized inclusive road dataset with elevation profiles for realistic pedestrian navigation using open geospatial data and deep learning	20
Editorial Board	20
Multi-level simulation of the physical, cognitive and social	19
Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users	19
Investigating the spatiotemporal pattern between the built environment and urban vibrancy using big data in Shenzhen, China	19
Detecting older pedestrians and aging-friendly walkability using computer vision technology and street view imagery	19
Characterizing the activity patterns of outdoor jogging using massive multi-aspect trajectory data	19
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas	19
Editorial Board	19
Capturing urban recreational hotspots from GPS data: A new framework in the lens of spatial heterogeneity	19
A multiagent systems with Petri Net approach for simulation of urban traffic networks	19
Mapping Great Britain's semantic footprints through a large language model analysis of Reddit comments	18
Machine-based understanding of noise perception in urban environments using mobility-based sensing data	18
Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost	17
From board games to immersive urban imaginaries: Visualization fidelity's impact on stimulating discussions on urban transformation	17
Spatial (in)accuracy of cell broadcast alerts in urban context: Feedback from the April 2023 Cannes tsunami trial	17
Vital triangle: A new concept to evaluate urban vitality	17
Determination of building flood risk maps from LiDAR mobile mapping data	17
A graph-based approach for representing addresses in geocoding	17
Editorial Board	16
Decoding (urban) form and function using spatially explicit deep learning	16
Parameterizing agent-based models using an online game	16
Analytics of location-based big data for smart cities: Opportunities, challenges, and future directions	16
Landscape metrics regularly outperform other traditionally-used ancillary datasets in dasymetric mapping of population	16
Editorial Board	16
Applicability and sensitivity analysis of vector cellular automata model for land cover change	16
Measuring urban regional similarity through mobility signatures	16
Abstracting routes to their route-defining locations	15
Great Britain's spatial twitter activity related to ‘fracking’	15
Urban morphology and traffic congestion: Longitudinal evidence from US cities	15
A novel framework for road vectorization and classification from historical maps based on deep learning and symbol painting	15
Quantifying centrality using a novel flow-based measure: Implications for sustainable urban development	15
Which city is the greenest? A multi-dimensional deconstruction of city rankings	15
Do human mobility network analyses produced from different location-based data sources yield similar results across scales?	15
From PSScience to digital planning: Steps towards an integrated research and practice agenda for digital planning	15
On the knowledge gain of urban morphology from space	14
Conflating point of interest (POI) data: A systematic review of matching methods	14
Editorial Board	14
Predicting the variability in pedestrian travel rates and times using crowdsourced GPS data	14
Editorial Board	14
Building footprint data for countries in Africa: To what extent are existing data products comparable?	14
Understanding temporal and spatial patterns of urban activities across demographic groups through geotagged social media data	14
Simulation of dispersion effects by considering interactions of pedestrians and bicyclists using an agent space model	14
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	14
Editorial Board	14
Revealing racial-ethnic segregation with individual experienced segregation indices based on social media data: A case study in Los Angeles-Long Beach-Anaheim	14
Measuring the impacts of dockless micro-mobility services on public transit accessibility	14
Urban hotspots detection of taxi stops with local maximum density	14
Urban streets profiling with coupled spatio-temporal characteristics and topological information from the biking perspective	13
The use of urban analytics in strategic planning – A case study of the greater Sydney region plan	13
Early warning of COVID-19 hotspots using human mobility and web search query data	13
Time will not tell: Temporal approaches for privacy-preserving trajectory publishing	13
Automatic detection of urban vacant land: An open-source approach for sustainable cities	13

Performance benchmark on semantic web repositories for spatially explicit knowledge graph applications	13
Using computer vision and street view images to assess bus stop amenities	13
How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model?	12
Coupling graph deep learning and spatial-temporal influence of built environment for short-term bus travel demand prediction	12
A framework for human-computer interactive street network design based on a multi-stage deep learning approach	12
Measuring children's and adolescents' accessibility to greenspaces from different locations and commuting settings	12
Predicting building characteristics at urban scale using graph neural networks and street-level context	11
Places for play: Understanding human perception of playability in cities using street view images and deep learning	11
Dissecting lightning strike hazard impact patterns to National Airspace System facilities in the contiguous United States	11
An extended patch-based cellular automaton to simulate horizontal and vertical urban growth under the shared socioeconomic pathways	11
Urban attractiveness according to ChatGPT: Contrasting AI and human insights	11
Exploring spatial complexity: Overlapping communities in South China's megaregion with big geospatial data	11
Urban land teleconnections in the United States: A graphical network approach	11
Detecting spatiotemporal traffic events using geosocial media data	10
Spatial constraints in cellular automata-based urban growth models: A systematic comparison of classifiers and input urban maps	10
Generalized geographically and temporally weighted regression	10
Spatio-temporal graph convolutional networks for road network inundation status prediction during urban flooding	10
ZenSVI: An open-source software for the integrated acquisition, processing and analysis of street view imagery towards scalable urban science	10
To be, or not to be ‘urban’? A multi-modal method for the differentiated measurement of the degree of urbanization	10
Comparative analysis of pedestrian volume models: Agent-based models, machine learning methods and multiple regression analysis	10
Towards user-driven earth observation-based slum mapping	10
The utility of multilevel models for continuous-time feature selection of spatio-temporal networks	10
Community resilience to wildfires: A network analysis approach by utilizing human mobility data	10
A general model for creating robust choropleth maps	10
Unraveling changes of spending behavior in pandemic cities: A nationwide study of South Korea	10
A dominance tree approach to systems of cities	10
Informal participation in digital planning: How can third parties use social media to shift power relations in planning?	9
Structural model choices regularly overshadow parametric uncertainty in agent-based simulations of household flood risk outcomes	9
Editorial Board	9
Understanding the movement predictability of international travelers using a nationwide mobile phone dataset collected in South Korea	9
Satisfying transport needs with low carbon emissions: Exploring individual, social, and built environmental factors	9
Automatic detection of Aedes aegypti breeding grounds based on deep networks with spatio-temporal consistency	9
Editorial Board	9
Imputation of missing time-activity data with long-term gaps: A multi-scale residual CNN-LSTM network model	9
Exploring emergent soundscape profiles from crowdsourced audio data	9
Editorial Board	9
Measuring local-scale canopy-layer air temperatures in the built environment: A flexible method for urban heat studies	9
LCZ-based city-wide solar radiation potential analysis by coupling physical modeling, machine learning, and 3D buildings	9
How far will you go? From empirical findings to formalization of walking route distances	9
The co-determination of home and workplace relocation durations using survival copula analysis	9
Route planning of mobile sensing fleets for repeatable environmental monitoring tasks	9
Unravelling the dynamics behind the urban morphology of port-cities using a LUTI model based on cellular automata	9
Can machine learning improve small area population forecasts? A forecast combination approach	9
Trackintel: An open-source Python library for human mobility analysis	9
A spatially-explicit sensitivity analysis of urban definitions: Uncovering implicit assumptions in the Degree of Urbanisation	9
Variability in and mixtures among residential vacancies at granular levels: Evidence from municipal water consumption data	9
Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism	9
A space-time flow LISA approach for panel flow data	8
How do contributions of organizations impact data inequality in OpenStreetMap?	8
The inclusive 15-minute city: Walkability analysis with sidewalk networks	8
Perceptions of space and time of public transport travel associated with human brain activities: A case study of bus travel in Beijing	8
Spatial aspects of urban air quality management: Estimating the impact of micro-scale urban form on pollution dispersion	8
Machine learning-based characterisation of urban morphology with the street pattern	8
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	8
Sidewalk networks: Review and outlook	8
Does real time experience matter? Comparison of retrospective and in-situ spatial data in participatory mapping	8
Measuring pedestrians' movement and building a visual-based attractiveness map of public spaces using smartphones	8
From an agent-based laboratory to the real world: Effects of “neighborhood” size on urban sprawl	8
Plant pest invasions, as seen through news and social media	8
How shareable is your trip? A path-based analysis of ridesplitting trip shareability	8