OOIR: Observatory of International Research

Papers

(The TQCC of Computers Environment and Urban Systems is 19. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)

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
A land-use transport-interaction framework for large scale strategic urban modeling	93
An ANN-based method for population Dasymetric mapping to avoid the scale heterogeneity: A case study in Hong Kong, 2016–2021	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
Augmenting the Social Vulnerability Index using an agent-based simulation of Hurricane Harvey	63
Using a deep learning model to quantify trash accumulation for cleaner urban stormwater	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
Locating offenders: Introducing the reverse spatial patterning approach	56
The language of neighborhoods: A predictive-analytical framework based on property advertisement text and mortgage lending data	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
Interpretable machine learning models for crime prediction	41
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
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
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
Community time-activity trajectory modeling based on Markov chain simulation and Dirichlet regression	37
Revealing correlation patterns of individual location activity motifs between workdays and day-offs using massive mobile phone data	36
Editorial Board	36
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
A graph-based neural network approach to integrate multi-source data for urban building function classification	35
Editorial Board	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
Predicting Desire Paths: Agent-Based Simulation for Neighbourhood Route Planning	32
A heuristic algorithm for balancing workloads in coverage modeling	32
Logistic facility identification from spatial time series data	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
Integrating species distribution and piecewise linear regression model to identify functional connectivity thresholds to delimit urban ecological corridors	30
Large-scale agent-based simulation model of pedestrian traffic flows	30
Predicting individuals' car accident risk by trajectory, driving events, and geographical context	29
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
“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
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
A machine learning approach to the simulation of intercity corporate networks in mainland China	27
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
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
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
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
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
Shared automated vehicle fleet operations for first-mile last-mile transit connections with dynamic pooling	24
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
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
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
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
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
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
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