Environment and Planning B-Urban Analytics and City Science

Article	Citations
Modeling the relationships between historical redlining, urban heat, and heat-related emergency department visits: An examination of 11 Texas cities	47
Will coronavirus cause a big city exodus?	36
Sidewalk extraction using aerial and street view images	28
Associations between the quality of street space and the attributes of the built environment using large volumes of street view pictures	27
Sustainable and inclusive – Evaluating urban sustainability indicators’ suitability for measuring progress towards SDG-11	26
When COVID-19 came to town: Measuring the impact of the coronavirus pandemic on footfall on six high streets in England	22
Human mobility data and analysis for urban resilience: A systematic review	21
Methodological foundation of a numerical taxonomy of urban form	21
Towards a 15-minute city: A network-based evaluation framework	20
The private rental housing market before and during the COVID-19 pandemic: A submarket analysis in Cracow, Poland	18
Measuring urban nighttime vitality and its relationship with urban spatial structure: A data-driven approach	17
Regional differences in resilience of social and physical systems: Case study of Puerto Rico after Hurricane Maria	17
A data-driven complex network approach for planning sustainable and inclusive urban mobility hubs and services	16
Stimulating urban walking environments – Can we measure the effect?	16
Creation of a rough runnability index using an affordance-based framework	15
Multimodal urban mobility and multilayer transport networks	15
Disadvantaged communities have lower access to urban infrastructure	14
MasterplanGAN: Facilitating the smart rendering of urban master plans via generative adversarial networks	14
Evaluating the impact mechanism of citizen participation on citizen satisfaction in a smart city	13
Identifying subcenters with a nonparametric method and ubiquitous point-of-interest data: A case study of 284 Chinese cities	13
A city-scale assessment of emergency response accessibility to vulnerable populations and facilities under normal and pluvial flood conditions for Shanghai, China	13
Assessing collaborative planning and the added value of planning support apps in The Netherlands	13
The geography of online shopping in China and its key drivers	12
Data-driven micromobility network planning for demand and safety	12
Using multi-source data to understand the factors affecting mini-park visitation in Yancheng	12

Analyzing the dynamics of urbanization in Delhi National Capital Region in India using satellite image time-series analysis	12
Predicting vibrancy of metro station areas considering spatial relationships through graph convolutional neural networks: The case of Shenzhen, China	12
The Social Digital Twin:The Social Turn in the Field of Smart Cities	12
Experimental analysis of walkability evaluation using virtual reality application	12
Proposing an integrated accessibility-based measure to evaluate spatial equity among different social classes	12
Walkability scoring: Why and how does a three-dimensional pedestrian network matter?	12
Spatio-temporal dynamics of flood exposure in Shenzhen from present to future	12
On the taxonomy of smart city indicators and their alignment with sustainability and resilience	11
Walk this way: Visualizing accessibility and mobility in metro station areas on a 3D pedestrian network	11
A regional spatial planning model for multifunctional green infrastructure	11
Re-examining Jane Jacobs’ doctrine using new urban data in Hong Kong	11
A framework for delineating the scale, extent and characteristics of American retail centre agglomerations	11
Patterns amidst the turmoil: COVID-19 and cities	10
Monitoring the well-being of vulnerable transit riders using machine learning based sentiment analysis and social media: Lessons from COVID-19	10
A grammar-based optimization approach for walkable urban fabrics considering pedestrian accessibility and infrastructure cost	10
Planning for tourist urban evacuation routes: A framework for improving the data collection and evacuation processes	10
Assessing polycentric urban development in Shanghai, China, with detailed passive mobile phone data	10
Tabulating Home Owners’ Loan Corporation area description sheet data	10
Time, the other dimension of urban form: Measuring the relationship between urban density and accessibility to grocery shops in the 10-minute city	10
Assessing the impacts of Airbnb listings on London house prices	9
Modeling the impacts of park access on health outcomes: A utility-based accessibility approach	9
Travel mode recognition of urban residents using mobile phone data and MapAPI	9
Analyze the usage of urban greenways through social media images and computer vision	9
Effects of Gehl’s urban design guidelines on walkability: A virtual reality experiment in Singaporean public housing estates	9
Embodied 3D isovists: A method to model the visual perception of space	9
Urban form, traffic volume, and air quality: A spatiotemporal stratified approach	9
Urban form study for wind potential development	9
Noise exposure of the residential areas close to urban expressways in a high-rise mountainous city	9
TOPOI – A method for analysing settlement units and their linkages in an urban–rural fabric	9
Impact of COVID-19 policies on pedestrian traffic and walking patterns	9
Urban form and productivity: What shapes are Latin-American cities?	9
Modelling and simulating ‘informal urbanization’: An integrated agent-based and cellular automata model of urban residential growth in Ghana	8
Using data mining to explore the spatial and temporal dynamics of perceptions of metro services in China: The case of Shenzhen	8
Predictive multi-watershed flood monitoring using deep learning on integrated physical and social sensors data	8
The impact of Airbnb on housing affordability: Evidence from Hong Kong	8
Do land policies make a difference? A data-driven approach to trace effects on urban form in France and Germany	8
Evaluation of urban planning methods toward bioclimatic and resilient urban spaces	8
An open-source tool to extract natural continuity and hierarchy of urban street networks	8
The digital transformation of planning	8
Characterizing the complex influence of the urban built environment on the dynamic population distribution of Shenzhen, China, using geographically and temporally weighted regression	8
Using weighted multilayer networks to uncover scaling of public transport system	8
Urban-GAN: An artificial intelligence-aided computation system for plural urban design	8
Relationship between neighborhood land use structure and the spatiotemporal pattern of PM2.5 at the microscale: Evidence from the central area of Guangzhou, China	8
CityThings: An integration of the dynamic sensor data to the 3D city model	8
New algorithms for generating isovist field and isovist measurements	8
Understanding Chinese tourist mobility and consumption-related behaviours in London using Sina Weibo check-ins	8
An integrated framework for assessment of smart city resilience	7
The nonlinear relationships between built environment features and urban street vitality: A data-driven exploration	7
Using geographical random forest models to explore spatial patterns in the neighborhood determinants of hypertension prevalence across chicago, illinois, USA	7
Co-developing evidence-informed adaptation actions for resilient citywide sanitation: Local government response to climate change in Indonesia	7

Financing resilience efforts to confront future urban and sea-level rise flooding: Are coastal megacities in Association of Southeast Asian Nations doing enough?	7
Social interaction in public space: Spatial edges, moveable furniture, and visual landmarks	7
Characterisation of elderly daily travel behaviour in Tianjin using a space–time cube	7
Urban data/code: A new EP-B section	7
Street edge subdivision: Structuring ground floor interfaces to stimulate pedestrian visual engagement	7
Charting the past and possible futures of planning support systems: Results of a citation network analysis	7
Marked crosswalks in US transit-oriented station areas, 2007–2020: A computer vision approach using street view imagery	7
Measuring polycentric structures of megaregions in China: Linking morphological and functional dimensions	7
Investigating functional mix in Europe's dispersed urban areas	7
Measuring McCities: Landscapes of chain and independent restaurants in the United States	7
Incorporating networks in semantic understanding of streetscapes: Contextualising active mobility decisions	7
Modelling the interdependence of spatial scales in urban systems	7
Strategies and inequities in balancing recreation and COVID exposure when visiting green spaces	7
Spatial-temporal patterns of self-organization: A dynamic 4D model for redeveloping the post-zoning city	7
Uncovering spatial heterogeneity in real estate prices via combined hierarchical linear model and geographically weighted regression	7
COVID-19 impacts on non-work travel patterns: A place-based investigation using smartphone mobility data	7
The effects of street environment features on road running: An analysis using crowdsourced fitness tracker data and machine learning	6
Roughness and intermittency within metropolitan regions - Application in three French conurbations	6
Locating creativity in the city using Twitter data	6
Evaluating building color harmoniousness in a historic district intelligently: An algorithm-driven approach using street-view images	6
Leveraging Street Level Imagery for Urban Planning	6
Urban form in Canada at a small-area level: Quantifying “compactness” and “sprawl” with bayesian multivariate spatial factor analysis	6
Generative methods for Urban design and rapid solution space exploration	6
Trend shifts in road traffic collisions: An application of Hidden Markov Models and Generalised Additive Models to assess the impact of the 20 mph speed limit policy in Edinburgh	6
Unveiling spatial patterns of disaster impacts and recovery using credit card transaction fluctuations	6
Anomalous human activity fluctuations from digital trace data signal flood inundation status	6
Revisiting Jane Jacobs: Quantifying urban diversity	6
The rebirth of urban subcenters: How subway expansion impacts the spatial structure and mix of amenities in European cities	6
A machine learning approach to modelling the spatial variations in the daily fine particulate matter (PM2.5) and nitrogen dioxide (NO2) of Shanghai, China	6
Urban commons in the techno-economic paradigm shift: An information and communication technology-enabled climate-resilient solutions review	6
Evaluating the effects of heat vulnerability on heat-related emergency medical service incidents: Lessons from Austin, Texas	6
A spatiotemporal disparity of transit and automobile access gap and its impact on transit use	6
Digital plans and plan data in planning support science	5
Exploring the potential of urban (re)form: Modifying gated communities to shorten school travel distance in Nanjing, China	5
Walking in the cities without ground, how 3d complex network volumetrics improve analysis	5
The impact of geometric and land use elements on the perceived pleasantness of urban layouts	5
Analyzing the topology characteristic and effectiveness of the China city network	5
Monitoring streets through tweets: Using user-generated geographic information to predict gentrification and displacement	5
Quantifying the environmental characteristics influencing the attractiveness of commercial agglomerations with big geo-data	5
Spatial autoregressive analysis of nationwide street network patterns with global open data	5
Digital twins: The current “Krays” of urban analytics?	5
A cost–benefit analysis of implementing urban heat island adaptation measures in small- and medium-sized cities in Austria	5
Access structure	5
Sustainability and urban climate: How Metaverse can influence urban planning?	5
A hybrid modeling approach considering spatial heterogeneity and nonlinearity to discover the transition rules of urban cellular automata models	5
Future land use conflicts: Comparing spatial scenarios for urban-regional planning	5
Exploring changes in residential preference during COVID-19: Implications to contemporary urban planning	5
Interplay between auditory and visual environments in historic districts: A big data approach based on social media	5
Integrating conformance and performance for the evaluation of urban planning implementation from a goal-oriented perspective	5
A two-dimensional propensity score matching method for longitudinal quasi-experimental studies: A focus on travel behavior and the built environment	5
Public transport availability inequalities and transport poverty risk across England	5
Road network vulnerability and city-level characteristics: A nationwide comparative analysis of Japanese cities	5
Modeling regional impacts and resilience to water service disruptions in urban economies	5
Detecting industry clusters from the bottom up based on co-location patterns mining: A case study in Dongguan, China	5
Visualizing green space accessibility for more than 4,000 cities across the globe	5
Resilience assessment tool for port planning	5
COVID-19 pandemic and minority health disparities in New York City: A spatial and temporal perspective	5
Applications of machine learning and deep learning methods for climate change mitigation and adaptation	5
A systematic review of municipal smart water for climate adaptation and mitigation	5
Building height distribution under zoning regulations: Theoretical derivation based on allometric scaling analysis and application to harmonise building heights	5
Using mobile phone big data to discover the spatial patterns of rural migrant workers’ return to work in China’s three urban agglomerations in the post-COVID-19 era	5
Multiscale accessibility and urban performance	5
Exploring flood mitigation governance by estimating first-floor elevation via deep learning and google street view in coastal Texas	5
Explaining a century of Swiss regional development by deep learning and SHAP values	4
Where the Crosswalk Ends: Mapping Crosswalk Coverage via Satellite Imagery in San Francisco	4
Smart cities and climate-resilient urban planning	4
Using betweenness metrics to investigate the geographical distribution of retailers	4
Quantitative evidence for leapfrogging in urban growth	4
Pathways to creating differentiated grids: Types, benefits and costs	4
The effects of vacant lot greening and the impact of land use and business presence on crime	4
Urban form planning and tsunami risk vulnerability: Analysis of 12 Chilean coastal cities	4
Post-colonial conservation of colonial built heritage in Hong Kong: A statistical analysis of historic building grading	4
Towards a new image archive for the built environment	4
Household choices of sanitation infrastructure and impact on disease in India	4
Who can walk? An analysis of public amenity access in America’s ten largest cities	4
The Law of Population Concentration	4
A data-driven mobility–energy typology framework for New York State	4
A new kind of search	4
Understanding the compactness of employment activities in high-density cities through cellphone location data	4
How changes in urban morphology translate into urban metabolisms of building stocks: A framework for spatiotemporal material flow analysis and a case study	4

A new approach to develop large-scale land-use models using publicly available data	4
Modelled impacts of a potential light emitting diode lighting system conversion and the influence of an extremely polluted atmosphere in Mexico City	4
Urban form character and Airbnb in Amsterdam (NL): A morphometric approach	4
Evaluation of tree shade effectiveness and its renewal strategy in typical historic districts: A case study in Harbin, China	4
A spatial autoregressive geographically weighted quantile regression to explore housing rent determinants in Amsterdam and Warsaw	4
Are neighbourhood amenities associated with more walking and less driving? Yes, but predominantly for the wealthy	4
Geographies of grocery shopping in major Canadian cities: Evidence from large-scale mobile app data	4
Toward comparative polycentricity scores: Assessing variations in regional delineation and subcenter identification	4
Deploying geospatial visualization dashboards to combat the socioeconomic impacts of COVID-19	4
A participatory e-planning model in the urban renewal of China: Implications of technologies in facilitating planning participation	4
Algorithmic justice and groundtruthing the remote mapping of informal settlements: The example of Ho Chi Minh City’s periphery	4
A game co-design method to elicit knowledge for the contextualization of spatial models	4
Adaptive and anti-adaptive neighbourhoods: Investigating the relationship between individual choice and systemic adaptability	4
Integrated environmental and human observations for smart cities	4
Science and design in the age of COVID-19	4