Computers Environment and Urban Systems

Article	Citations
Navigating the post-pandemic urban landscape: Disparities in transportation recovery & regional insights from New York City	390
How far are we towards sustainable Carfree cities combining shared autonomous vehicles with park-and-ride: An agent-based simulation assessment for Brussels	112
A building volume adjusted nighttime light index for characterizing the relationship between urban population and nighttime light intensity	106
An ANN-based method for population Dasymetric mapping to avoid the scale heterogeneity: A case study in Hong Kong, 2016–2021	93
A land-use transport-interaction framework for large scale strategic urban modeling	93
Rooftop segmentation and optimization of photovoltaic panel layouts in digital surface models	78
An integrated global model of local urban development and population change	77
Function and form of U.S. cities	76
Streetscapes as part of servicescapes: Can walkable streetscapes make local businesses more attractive?	75
Characterizing residential segregation in cities using intensity, separation, and scale indicators	73
Large-scale agent-based modelling of street robbery using graphical processing units and reinforcement learning	72
A simple agent-based model for planning for bicycling: Simulation of bicyclists' movements in urban environments	69
Using a deep learning model to quantify trash accumulation for cleaner urban stormwater	63
Augmenting the Social Vulnerability Index using an agent-based simulation of Hurricane Harvey	63
Using street-view panoramas to model the decision-making complexity of road intersections based on the passing branches during navigation	62
Quality assessment of crowdsourced social media data for urban flood management	61
Enhanced solution capabilities for multiple patch land allocation	59
Large scale geospatial data conflation: A feature matching framework based on optimization and divide-and-conquer	58
Delineating urban functional zones using mobile phone data: A case study of cross-boundary integration in Shenzhen-Dongguan-Huizhou area	58
The language of neighborhoods: A predictive-analytical framework based on property advertisement text and mortgage lending data	56
Locating offenders: Introducing the reverse spatial patterning approach	56
Detecting cities with high intermediacy in the African urban network	54
Delineating urban functional use from points of interest data with neural network embedding: A case study in Greater London	53
Homogeneity and heterogeneity of diurnal and nocturnal hotspots and the implications for synergetic mitigation in heat-resilient urban planning	52
Analyzing usage patterns from video data through deep learning: The case of an urban park	50

Capturing the spatial arrangement of POIs in crime modeling	48
A framework for modelling spatio-temporal informal settlement growth prediction	48
‘Green or short: choose one’ - A comparison of walking accessibility and greenery in 43 European cities	46
Understanding the protection of privacy when counting subway travelers through anonymization	43
Machine learning to model gentrification: A synthesis of emerging forms	43
Delineating functional urban areas in Chinese mega city regions using fine-grained population data and cellphone location data: A case of Pearl River Delta	41
Interpretable machine learning models for crime prediction	41
Machine learning application to spatio-temporal modeling of urban growth	40
A user-friendly assessment of six commonly used urban growth models	39
Exploring the viability of walk-sharing in outdoor urban spaces	38
Community time-activity trajectory modeling based on Markov chain simulation and Dirichlet regression	37
Strategic allocation of landmarks to reduce uncertainty in indoor navigation	37
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 (	37
Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning	37
Editorial Board	36
Revealing correlation patterns of individual location activity motifs between workdays and day-offs using massive mobile phone data	36
A graph-based neural network approach to integrate multi-source data for urban building function classification	35
Editorial Board	35
Does partition matter? A new approach to modeling land use change	35
Utilizing geo-referenced imagery for systematic social observation of neighborhood disorder	35
Towards generating network of bikeways from Mapillary data	35
Information propagation on cyber, relational and physical spaces about covid-19 vaccine: Using social media and splatial framework	34
Flow trace: A novel representation of intra-urban movement dynamics	34
A new geodemographic classification of the influence of neighbourhood characteristics on crime: The case of Leeds, UK	33
Logistic facility identification from spatial time series data	32
Predicting Desire Paths: Agent-Based Simulation for Neighbourhood Route Planning	32
A heuristic algorithm for balancing workloads in coverage modeling	32
Areal interpolation of population projections consistent with different SSPs from 1-km resolution to block level based on USA Structures dataset	31
The fallacy of the closest antenna: Towards an adequate view of device location in the mobile network	31
Large-scale agent-based simulation model of pedestrian traffic flows	30
Integrating species distribution and piecewise linear regression model to identify functional connectivity thresholds to delimit urban ecological corridors	30
Predicting individuals' car accident risk by trajectory, driving events, and geographical context	29
“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
Automatic detection of potential mosquito breeding sites from aerial images acquired by unmanned aerial vehicles	28
An agent-based modeling approach for public charging demand estimation and charging station location optimization at urban scale	28
How regularly do people visit service places?	28
A machine learning approach to the simulation of intercity corporate networks in mainland China	27
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	27
Editorial Board	27
Optimization of carsharing fleet size to maximize the number of clients served	27
Exploring night and day socio-spatial segregation based on mobile phone data: The case of Medellin (Colombia)	26
From points to patterns: An explorative POI network study on urban functional distribution	26
Investigating path dependence and spatial characteristics for retail success using location allocation and agent-based approaches	26
Detecting anomalous spatial interaction patterns by maximizing urban population carrying capacity	26
A comparison between residential relocation timing of Sydney and Chicago residents: A Bayesian survival analysis	25
Implementing Deep Learning algorithms for urban tree detection and geolocation with high-resolution aerial, satellite, and ground-level images	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
Multi-objective optimization of urban environmental system design using machine learning	25
When spatial interpolation matters: Seeking an appropriate data transformation from the mobile network for population estimates	25
Generative population synthesis for joint household and individual characteristics	25

Unravelling intercity mobility patterns in China using multi-year big data: A city classification based on monthly fluctuations and year-round trends	25
Shared automated vehicle fleet operations for first-mile last-mile transit connections with dynamic pooling	24
Using Wi-Fi probe requests from mobile phones to quantify the impact of pedestrian flows on retail turnover	24
Constructing multi-level urban clusters based on population distributions and interactions	24
Detecting changes in spatial characteristics of Colorado human-caused wildfires using APRIORI-based frequent itemset mining	24
Intra-urban land use maps for a global sample of cities from Sentinel-2 satellite imagery and computer vision	23
Diversity and density of urban functions in station areas	23
Exploring the built environment impacts on Online Car-hailing waiting time: An empirical study in Beijing	23
Calibration of cellular automata urban growth models from urban genesis onwards - a novel application of Markov chain Monte Carlo approximate Bayesian computation	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	22
A systematic review of agent-based models for autonomous vehicles in urban mobility and logistics: Possibilities for integrated simulation models	22
Combining a land parcel cellular automata (LP-CA) model with participatory approaches in the simulation of disruptive future scenarios of urban land use change	22
Impact of 3-D urban landscape patterns on the outdoor thermal environment: A modelling study with SOLWEIG	22
Jointly spatial-temporal representation learning for individual trajectories	22
UrbanClassifier: A deep learning-based model for automated typology and temporal analysis of urban fabric across multiple spatial scales and viewpoints	21
Patterns of urban foot traffic dynamics	21
The Individual Walkable Neighborhood - Evaluating people-centered spatial units focusing on urban density	21
Auditing the fairness of place-based crime prediction models implemented with deep learning approaches	21
Creating spatially complete zoning maps using machine learning	21
Editorial Board	21
A topology-based approach to identifying urban centers in America using multi-source geospatial big data	21
Indoor mobility data encoding with TSTM-in: A topological-semantic trajectory model	21
Network analysis and characterization of vulnerability in flood control infrastructure for system-level risk reduction	20
ORTEGA: An object-oriented time-geographic analytical approach to trace space-time contact patterns in movement data	20
Road network evolution in the urban and rural United States since 1900	20
Simulating the urban spatial structure with spatial interaction: A case study of urban polycentricity under different scenarios	20
A machine learning approach to evaluate the spatial variability of New York City's 311 street flooding complaints	20
Fire and smoke digital twin – A computational framework for modeling fire incident outcomes	20
KE-CNN: A new social sensing method for extracting geographical attributes from text semantic features and its application in Wuhan, China	19
A specialized inclusive road dataset with elevation profiles for realistic pedestrian navigation using open geospatial data and deep learning	19
Socio-spatial segregation and human mobility: A review of empirical evidence	19
Editorial Board	19
Characterizing the activity patterns of outdoor jogging using massive multi-aspect trajectory data	19
Editorial Board	19
Detecting older pedestrians and aging-friendly walkability using computer vision technology and street view imagery	19
Governance of flood risk data: A comparative analysis of government and insurance geospatial data for identifying properties at risk of flood	19
Simulating household energy behavior diffusion using spatial microsimulation and econometric models	19
Machine-based understanding of noise perception in urban environments using mobility-based sensing data	18
Modeling interurban mentioning relationships in the U.S. Twitter network using geo-hashtags	18
Numerical modelling for analysis of the effect of different urban green spaces on urban heat load patterns in the present and in the future	18
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas	18
Mapping Great Britain's semantic footprints through a large language model analysis of Reddit comments	18
A multiagent systems with Petri Net approach for simulation of urban traffic networks	18
Capturing urban recreational hotspots from GPS data: A new framework in the lens of spatial heterogeneity	18
Multi-level simulation of the physical, cognitive and social	18
Spatial (in)accuracy of cell broadcast alerts in urban context: Feedback from the April 2023 Cannes tsunami trial	17
Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users	17
Measuring urban regional similarity through mobility signatures	17
From board games to immersive urban imaginaries: Visualization fidelity's impact on stimulating discussions on urban transformation	17
Advances in portable sensing for urban environments: Understanding cities from a mobility perspective	17
Decoding (urban) form and function using spatially explicit deep learning	17
Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost	17
Investigating the spatiotemporal pattern between the built environment and urban vibrancy using big data in Shenzhen, China	17
A graph-based approach for representing addresses in geocoding	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
Optimisation of surveillance camera site locations and viewing angles using a novel multi-attribute, multi-objective genetic algorithm: A day/night anti-poaching application	16
Applicability and sensitivity analysis of vector cellular automata model for land cover change	16
Vital triangle: A new concept to evaluate urban vitality	16
Determination of building flood risk maps from LiDAR mobile mapping data	16
Geographic micro-process model: Understanding global urban expansion from a process-oriented view	16
Editorial Board	16
Do human mobility network analyses produced from different location-based data sources yield similar results across scales?	15
Parameterizing agent-based models using an online game	15
Editorial Board	15
Abstracting routes to their route-defining locations	15
Quantifying centrality using a novel flow-based measure: Implications for sustainable urban development	15
A novel framework for road vectorization and classification from historical maps based on deep learning and symbol painting	15
Which city is the greenest? A multi-dimensional deconstruction of city rankings	15
Editorial Board	14
Great Britain's spatial twitter activity related to ‘fracking’	14
From PSScience to digital planning: Steps towards an integrated research and practice agenda for digital planning	14
Editorial Board	14
Urban hotspots detection of taxi stops with local maximum density	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
Urban morphology and traffic congestion: Longitudinal evidence from US cities	14
Predicting the variability in pedestrian travel rates and times using crowdsourced GPS data	14
Building footprint data for countries in Africa: To what extent are existing data products comparable?	13
Measuring the impacts of dockless micro-mobility services on public transit accessibility	13

Using computer vision and street view images to assess bus stop amenities	13
Time will not tell: Temporal approaches for privacy-preserving trajectory publishing	13
On the knowledge gain of urban morphology from space	13
Revealing racial-ethnic segregation with individual experienced segregation indices based on social media data: A case study in Los Angeles-Long Beach-Anaheim	13
Editorial Board	13
Modeling urban development and its exposure to river flood risk in Southeast Asia	13
Conflating point of interest (POI) data: A systematic review of matching methods	13
Understanding temporal and spatial patterns of urban activities across demographic groups through geotagged social media data	13
Early warning of COVID-19 hotspots using human mobility and web search query data	13
Automatic detection of urban vacant land: An open-source approach for sustainable cities	12
Coupling graph deep learning and spatial-temporal influence of built environment for short-term bus travel demand prediction	12
The use of urban analytics in strategic planning – A case study of the greater Sydney region plan	12
A framework for human-computer interactive street network design based on a multi-stage deep learning approach	12
Urban streets profiling with coupled spatio-temporal characteristics and topological information from the biking perspective	12
Dissecting lightning strike hazard impact patterns to National Airspace System facilities in the contiguous United States	11
Measuring children's and adolescents' accessibility to greenspaces from different locations and commuting settings	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
Generalized geographically and temporally weighted regression	11
An extended patch-based cellular automaton to simulate horizontal and vertical urban growth under the shared socioeconomic pathways	11
Towards user-driven earth observation-based slum mapping	11
How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model?	11
Performance benchmark on semantic web repositories for spatially explicit knowledge graph applications	11
Urban land teleconnections in the United States: A graphical network approach	11
Detecting spatiotemporal traffic events using geosocial media data	10
To be, or not to be ‘urban’? A multi-modal method for the differentiated measurement of the degree of urbanization	10
Unraveling changes of spending behavior in pandemic cities: A nationwide study of South Korea	10
Evaluation of heuristics for the p-median problem: Scale and spatial demand distribution	10
Unravelling the dynamics behind the urban morphology of port-cities using a LUTI model based on cellular automata	10
Predicting building characteristics at urban scale using graph neural networks and street-level context	10
The utility of multilevel models for continuous-time feature selection of spatio-temporal networks	10
Mapping dynamic peri-urban land use transitions across Canada using Landsat time series: Spatial and temporal trends and associations with socio-demographic factors	10
A general model for creating robust choropleth maps	10
Imputation of missing time-activity data with long-term gaps: A multi-scale residual CNN-LSTM network model	10
Places for play: Understanding human perception of playability in cities using street view images and deep learning	10
A dominance tree approach to systems of cities	10
Spatio-temporal graph convolutional networks for road network inundation status prediction during urban flooding	10
Editorial Board	10
Community resilience to wildfires: A network analysis approach by utilizing human mobility data	10
Structural model choices regularly overshadow parametric uncertainty in agent-based simulations of household flood risk outcomes	9
An iterative tessellation-based analytical approach to the design and planning of waste management regions	9
Measuring local-scale canopy-layer air temperatures in the built environment: A flexible method for urban heat studies	9
Trackintel: An open-source Python library for human mobility analysis	9
Spatial constraints in cellular automata-based urban growth models: A systematic comparison of classifiers and input urban maps	9
Comparative analysis of pedestrian volume models: Agent-based models, machine learning methods and multiple regression analysis	9
Editorial Board	9
Can machine learning improve small area population forecasts? A forecast combination approach	9
Informal participation in digital planning: How can third parties use social media to shift power relations in planning?	9
Exploring emergent soundscape profiles from crowdsourced audio data	9
A new approach to detecting and designing living structure of urban environments	9
Editorial Board	9
An efficient dynamic route optimization for urban flooding evacuation based on Cellular Automata	9
Variability in and mixtures among residential vacancies at granular levels: Evidence from municipal water consumption data	8
Understanding the movement predictability of international travelers using a nationwide mobile phone dataset collected in South Korea	8
From an agent-based laboratory to the real world: Effects of “neighborhood” size on urban sprawl	8
How far will you go? From empirical findings to formalization of walking route distances	8
A spatially-explicit sensitivity analysis of urban definitions: Uncovering implicit assumptions in the Degree of Urbanisation	8
LCZ-based city-wide solar radiation potential analysis by coupling physical modeling, machine learning, and 3D buildings	8
Plant pest invasions, as seen through news and social media	8
Editorial Board	8
The co-determination of home and workplace relocation durations using survival copula analysis	8
Satisfying transport needs with low carbon emissions: Exploring individual, social, and built environmental factors	8
The inclusive 15-minute city: Walkability analysis with sidewalk networks	7
Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism	7
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	7
A space-time flow LISA approach for panel flow data	7
Spatial aspects of urban air quality management: Estimating the impact of micro-scale urban form on pollution dispersion	7
Perceptions of space and time of public transport travel associated with human brain activities: A case study of bus travel in Beijing	7
Sidewalk networks: Review and outlook	7
Flood depth mapping in street photos with image processing and deep neural networks	7
How do contributions of organizations impact data inequality in OpenStreetMap?	7
How shareable is your trip? A path-based analysis of ridesplitting trip shareability	7
Spatiotemporal dynamics of ethnoracial diversity and segregation in Los Angeles County: Insights from mobile phone data	7
Sensing urban soundscapes from street view imagery	7
Machine learning-based characterisation of urban morphology with the street pattern	7
Automatic detection of Aedes aegypti breeding grounds based on deep networks with spatio-temporal consistency	7
Impacts of tree and building shades on the urban heat island: Combining remote sensing, 3D digital city and spatial regression approaches	7
Does real time experience matter? Comparison of retrospective and in-situ spatial data in participatory mapping	7
Measuring pedestrians' movement and building a visual-based attractiveness map of public spaces using smartphones	7
Identifying the spatial footprint of pollen distributions using the Geoforensic Interdiction (GOFIND) model	7