Computers Environment and Urban Systems

Article	Citations
Navigating the post-pandemic urban landscape: Disparities in transportation recovery & regional insights from New York City	463
A land-use transport-interaction framework for large scale strategic urban modeling	116
Rooftop segmentation and optimization of photovoltaic panel layouts in digital surface models	103
Model-based estimation of the isolated impacts of urban expansion on projected streamflow values under varied climate scenarios	93
Streetscapes as part of servicescapes: Can walkable streetscapes make local businesses more attractive?	85
Function and form of U.S. cities	84
An integrated global model of local urban development and population change	84
How far are we towards sustainable Carfree cities combining shared autonomous vehicles with park-and-ride: An agent-based simulation assessment for Brussels	83
An ANN-based method for population Dasymetric mapping to avoid the scale heterogeneity: A case study in Hong Kong, 2016–2021	78
Large-scale agent-based modelling of street robbery using graphical processing units and reinforcement learning	77
A building volume adjusted nighttime light index for characterizing the relationship between urban population and nighttime light intensity	77
Quality assessment of crowdsourced social media data for urban flood management	69
Using a deep learning model to quantify trash accumulation for cleaner urban stormwater	68
Enhanced solution capabilities for multiple patch land allocation	68
Delineating urban functional zones using mobile phone data: A case study of cross-boundary integration in Shenzhen-Dongguan-Huizhou area	67
Locating offenders: Introducing the reverse spatial patterning approach	66
Augmenting the Social Vulnerability Index using an agent-based simulation of Hurricane Harvey	62
Analyzing usage patterns from video data through deep learning: The case of an urban park	61
Using street-view panoramas to model the decision-making complexity of road intersections based on the passing branches during navigation	61
Homogeneity and heterogeneity of diurnal and nocturnal hotspots and the implications for synergetic mitigation in heat-resilient urban planning	59
Detecting cities with high intermediacy in the African urban network	58
A simple agent-based model for planning for bicycling: Simulation of bicyclists' movements in urban environments	55
Characterizing residential segregation in cities using intensity, separation, and scale indicators	54
The language of neighborhoods: A predictive-analytical framework based on property advertisement text and mortgage lending data	50
A framework for modelling spatio-temporal informal settlement growth prediction	48

Delineating urban functional use from points of interest data with neural network embedding: A case study in Greater London	48
Machine learning to model gentrification: A synthesis of emerging forms	46
A user-friendly assessment of six commonly used urban growth models	46
Revealing correlation patterns of individual location activity motifs between workdays and day-offs using massive mobile phone data	45
Plot-scale population estimation modeling based on residential plot form clustering and locational attractiveness analysis	45
Understanding the protection of privacy when counting subway travelers through anonymization	44
Exploring the viability of walk-sharing in outdoor urban spaces	41
Strategic allocation of landmarks to reduce uncertainty in indoor navigation	41
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 (	41
Editorial Board	40
Capturing the spatial arrangement of POIs in crime modeling	38
Does partition matter? A new approach to modeling land use change	38
Community time-activity trajectory modeling based on Markov chain simulation and Dirichlet regression	38
‘Green or short: choose one’ - A comparison of walking accessibility and greenery in 43 European cities	37
Delineating functional urban areas in Chinese mega city regions using fine-grained population data and cellphone location data: A case of Pearl River Delta	37
Interpretable machine learning models for crime prediction	37
Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning	37
Towards generating network of bikeways from Mapillary data	37
Machine learning application to spatio-temporal modeling of urban growth	37
A graph-based neural network approach to integrate multi-source data for urban building function classification	35
Editorial Board	34
Flow trace: A novel representation of intra-urban movement dynamics	33
Predicting Desire Paths: Agent-Based Simulation for Neighbourhood Route Planning	33
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
The fallacy of the closest antenna: Towards an adequate view of device location in the mobile network	31
Modelling active travel accessibility at the micro-scale using multi-source built environment data	30
Shortest covering paths and other covering walks: Refinements and prospects for subtour prevention	30
Editorial Board	30
A heuristic algorithm for balancing workloads in coverage modeling	29
Information propagation on cyber, relational and physical spaces about covid-19 vaccine: Using social media and splatial framework	29
Large-scale agent-based simulation model of pedestrian traffic flows	29
How regularly do people visit service places?	29
Utilizing geo-referenced imagery for systematic social observation of neighborhood disorder	29
An agent-based modeling approach for public charging demand estimation and charging station location optimization at urban scale	28
Integrating species distribution and piecewise linear regression model to identify functional connectivity thresholds to delimit urban ecological corridors	28
Predicting individuals' car accident risk by trajectory, driving events, and geographical context	28
Automatic detection of potential mosquito breeding sites from aerial images acquired by unmanned aerial vehicles	28
Areal interpolation of population projections consistent with different SSPs from 1-km resolution to block level based on USA Structures dataset	28
A comparison between residential relocation timing of Sydney and Chicago residents: A Bayesian survival analysis	27
Editorial Board	27
Constructing multi-level urban clusters based on population distributions and interactions	27
“Domains of deprivation framework” for mapping slums, informal settlements, and other deprived areas in LMICs to improve urban planning and policy: A scoping review	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	26
Application of the local colocation quotient method in jobs-housing balance measurement based on mobile phone data: A case study of Nanjing City	26
Shared automated vehicle fleet operations for first-mile last-mile transit connections with dynamic pooling	26
Implementing Deep Learning algorithms for urban tree detection and geolocation with high-resolution aerial, satellite, and ground-level images	25
When spatial interpolation matters: Seeking an appropriate data transformation from the mobile network for population estimates	25
Multi-objective optimization of urban environmental system design using machine learning	25
Generative population synthesis for joint household and individual characteristics	25

Investigating path dependence and spatial characteristics for retail success using location allocation and agent-based approaches	25
Exploring night and day socio-spatial segregation based on mobile phone data: The case of Medellin (Colombia)	24
From points to patterns: An explorative POI network study on urban functional distribution	24
Detecting changes in spatial characteristics of Colorado human-caused wildfires using APRIORI-based frequent itemset mining	24
Unravelling intercity mobility patterns in China using multi-year big data: A city classification based on monthly fluctuations and year-round trends	24
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
Jointly spatial-temporal representation learning for individual trajectories	23
Exploring the built environment impacts on Online Car-hailing waiting time: An empirical study in Beijing	23
Diversity and density of urban functions in station areas	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
Calibration of cellular automata urban growth models from urban genesis onwards - a novel application of Markov chain Monte Carlo approximate Bayesian computation	23
A systematic review of agent-based models for autonomous vehicles in urban mobility and logistics: Possibilities for integrated simulation models	23
Network analysis and characterization of vulnerability in flood control infrastructure for system-level risk reduction	22
Editorial Board	22
A topology-based approach to identifying urban centers in America using multi-source geospatial big data	22
Impact of 3-D urban landscape patterns on the outdoor thermal environment: A modelling study with SOLWEIG	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
The Individual Walkable Neighborhood - Evaluating people-centered spatial units focusing on urban density	21
UrbanClassifier: A deep learning-based model for automated typology and temporal analysis of urban fabric across multiple spatial scales and viewpoints	21
Simulating the urban spatial structure with spatial interaction: A case study of urban polycentricity under different scenarios	21
Fire and smoke digital twin – A computational framework for modeling fire incident outcomes	21
Measuring evacuation rates from mobility data during the McDougall Creek wildfire in British Columbia, Canada	21
Patterns of urban foot traffic dynamics	21
ORTEGA: An object-oriented time-geographic analytical approach to trace space-time contact patterns in movement data	21
A machine learning approach to evaluate the spatial variability of New York City's 311 street flooding complaints	21
Advancing population-targeted urban sensing: A comparative study on mobile and static sensing paradigms	21
Socio-spatial segregation and human mobility: A review of empirical evidence	20
Auditing the fairness of place-based crime prediction models implemented with deep learning approaches	20
Editorial Board	20
Road network evolution in the urban and rural United States since 1900	20
Simulating household energy behavior diffusion using spatial microsimulation and econometric models	20
Creating spatially complete zoning maps using machine learning	20
Multi-level simulation of the physical, cognitive and social	19
Characterizing the activity patterns of outdoor jogging using massive multi-aspect trajectory data	19
A specialized inclusive road dataset with elevation profiles for realistic pedestrian navigation using open geospatial data and deep learning	19
Advances in portable sensing for urban environments: Understanding cities from a mobility perspective	19
Editorial Board	19
Detecting older pedestrians and aging-friendly walkability using computer vision technology and street view imagery	19
Machine-based understanding of noise perception in urban environments using mobility-based sensing data	19
Mapping Great Britain's semantic footprints through a large language model analysis of Reddit comments	19
Governance of flood risk data: A comparative analysis of government and insurance geospatial data for identifying properties at risk of flood	19
KE-CNN: A new social sensing method for extracting geographical attributes from text semantic features and its application in Wuhan, China	19
A multiagent systems with Petri Net approach for simulation of urban traffic networks	18
Investigating the spatiotemporal pattern between the built environment and urban vibrancy using big data in Shenzhen, China	18
Determination of building flood risk maps from LiDAR mobile mapping data	18
Spatial (in)accuracy of cell broadcast alerts in urban context: Feedback from the April 2023 Cannes tsunami trial	18
Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users	18
Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost	18
Applicability and sensitivity analysis of vector cellular automata model for land cover change	18
Capturing urban recreational hotspots from GPS data: A new framework in the lens of spatial heterogeneity	18
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas	18
Analytics of location-based big data for smart cities: Opportunities, challenges, and future directions	18
Optimisation of surveillance camera site locations and viewing angles using a novel multi-attribute, multi-objective genetic algorithm: A day/night anti-poaching application	17
A graph-based approach for representing addresses in geocoding	17
Measuring urban regional similarity through mobility signatures	17
Landscape metrics regularly outperform other traditionally-used ancillary datasets in dasymetric mapping of population	17
Decoding (urban) form and function using spatially explicit deep learning	16
Editorial Board	16
From board games to immersive urban imaginaries: Visualization fidelity's impact on stimulating discussions on urban transformation	16
Editorial Board	16
Vital triangle: A new concept to evaluate urban vitality	16
Parameterizing agent-based models using an online game	16
From PSScience to digital planning: Steps towards an integrated research and practice agenda for digital planning	15
Editorial Board	15
Which city is the greenest? A multi-dimensional deconstruction of city rankings	15
Urban hotspots detection of taxi stops with local maximum density	15
A novel framework for road vectorization and classification from historical maps based on deep learning and symbol painting	15
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	15
Urban morphology and traffic congestion: Longitudinal evidence from US cities	15
Abstracting routes to their route-defining locations	15
Great Britain's spatial twitter activity related to ‘fracking’	15
Quantifying centrality using a novel flow-based measure: Implications for sustainable urban development	15
Simulation of dispersion effects by considering interactions of pedestrians and bicyclists using an agent space model	15
Predicting the variability in pedestrian travel rates and times using crowdsourced GPS data	15
Do human mobility network analyses produced from different location-based data sources yield similar results across scales?	15
On the knowledge gain of urban morphology from space	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
Editorial Board	14
Understanding temporal and spatial patterns of urban activities across demographic groups through geotagged social media data	14

A framework for human-computer interactive street network design based on a multi-stage deep learning approach	14
Building footprint data for countries in Africa: To what extent are existing data products comparable?	14
Measuring the impacts of dockless micro-mobility services on public transit accessibility	14
Conflating point of interest (POI) data: A systematic review of matching methods	14
Time will not tell: Temporal approaches for privacy-preserving trajectory publishing	13
The use of urban analytics in strategic planning – A case study of the greater Sydney region plan	13
Using computer vision and street view images to assess bus stop amenities	13
Urban streets profiling with coupled spatio-temporal characteristics and topological information from the biking perspective	13
Editorial Board	13
Automatic detection of urban vacant land: An open-source approach for sustainable cities	13
An extended patch-based cellular automaton to simulate horizontal and vertical urban growth under the shared socioeconomic pathways	12
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
Dissecting lightning strike hazard impact patterns to National Airspace System facilities in the contiguous United States	12
Performance benchmark on semantic web repositories for spatially explicit knowledge graph applications	12
Generalized geographically and temporally weighted regression	12
Early warning of COVID-19 hotspots using human mobility and web search query data	12
Measuring children's and adolescents' accessibility to greenspaces from different locations and commuting settings	12
The utility of multilevel models for continuous-time feature selection of spatio-temporal networks	11
Towards user-driven earth observation-based slum mapping	11
Urban land teleconnections in the United States: A graphical network approach	11
Unraveling changes of spending behavior in pandemic cities: A nationwide study of South Korea	11
A dominance tree approach to systems of cities	11
Exploring spatial complexity: Overlapping communities in South China's megaregion with big geospatial data	11
Urban attractiveness according to ChatGPT: Contrasting AI and human insights	11
Community resilience to wildfires: A network analysis approach by utilizing human mobility data	11
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
ZenSVI: An open-source software for the integrated acquisition, processing and analysis of street view imagery towards scalable urban science	10
Spatio-temporal graph convolutional networks for road network inundation status prediction during urban flooding	10
Unravelling the dynamics behind the urban morphology of port-cities using a LUTI model based on cellular automata	10
To be, or not to be ‘urban’? A multi-modal method for the differentiated measurement of the degree of urbanization	10
Detecting spatiotemporal traffic events using geosocial media data	10
A general model for creating robust choropleth maps	10
Spatial constraints in cellular automata-based urban growth models: A systematic comparison of classifiers and input urban maps	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
Evaluation of heuristics for the p-median problem: Scale and spatial demand distribution	10
Editorial Board	10
Comparative analysis of pedestrian volume models: Agent-based models, machine learning methods and multiple regression analysis	10
Editorial Board	9
Understanding the movement predictability of international travelers using a nationwide mobile phone dataset collected in South Korea	9
Editorial Board	9
Exploring emergent soundscape profiles from crowdsourced audio data	9
An iterative tessellation-based analytical approach to the design and planning of waste management regions	9
Imputation of missing time-activity data with long-term gaps: A multi-scale residual CNN-LSTM network model	9
LCZ-based city-wide solar radiation potential analysis by coupling physical modeling, machine learning, and 3D buildings	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
Measuring local-scale canopy-layer air temperatures in the built environment: A flexible method for urban heat studies	9
Editorial Board	9
Trackintel: An open-source Python library for human mobility analysis	9
The co-determination of home and workplace relocation durations using survival copula analysis	9
A new approach to detecting and designing living structure of urban environments	9
Structural model choices regularly overshadow parametric uncertainty in agent-based simulations of household flood risk outcomes	9
Route planning of mobile sensing fleets for repeatable environmental monitoring tasks	9
Flood depth mapping in street photos with image processing and deep neural networks	8
A spatially-explicit sensitivity analysis of urban definitions: Uncovering implicit assumptions in the Degree of Urbanisation	8
How do contributions of organizations impact data inequality in OpenStreetMap?	8
A space-time flow LISA approach for panel flow data	8
Automatic detection of Aedes aegypti breeding grounds based on deep networks with spatio-temporal consistency	8
Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism	8
How far will you go? From empirical findings to formalization of walking route distances	8
Plant pest invasions, as seen through news and social media	8
Sidewalk networks: Review and outlook	8
Variability in and mixtures among residential vacancies at granular levels: Evidence from municipal water consumption data	8
Satisfying transport needs with low carbon emissions: Exploring individual, social, and built environmental factors	8
From an agent-based laboratory to the real world: Effects of “neighborhood” size on urban sprawl	8
The inclusive 15-minute city: Walkability analysis with sidewalk networks	8