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	38
Will coronavirus cause a big city exodus?	34
Urban function recognition by integrating social media and street-level imagery	33
The interplay of spatial spread of COVID-19 and human mobility in the urban system of China during the Chinese New Year	26
Associations between the quality of street space and the attributes of the built environment using large volumes of street view pictures	26
Examining the spatial distribution and temporal change of the green view index in New York City using Google Street View images and deep learning	26
Sidewalk extraction using aerial and street view images	25
Polycentric urban development and urban amenities: Evidence from Chinese cities	21
When COVID-19 came to town: Measuring the impact of the coronavirus pandemic on footfall on six high streets in England	20
Sustainable and inclusive – Evaluating urban sustainability indicators’ suitability for measuring progress towards SDG-11	18
The private rental housing market before and during the COVID-19 pandemic: A submarket analysis in Cracow, Poland	17
Regional differences in resilience of social and physical systems: Case study of Puerto Rico after Hurricane Maria	16
There will be no Post-COVID city	16
Methodological foundation of a numerical taxonomy of urban form	16
Towards a 15-minute city: A network-based evaluation framework	16
Cumulative (and self-reinforcing) spatial inequalities: Interactions between accessibility and segregation in four Brazilian metropolises	15
Measuring urban nighttime vitality and its relationship with urban spatial structure: A data-driven approach	15
Mapping China’s regional economic activity by integrating points-of-interest and remote sensing data with random forest	15
Human mobility data and analysis for urban resilience: A systematic review	15
Stimulating urban walking environments – Can we measure the effect?	15
Spatial clustering: Influence of urban street networks on retail sales volumes	14
Route planning for blind pedestrians using OpenStreetMap	14
Creation of a rough runnability index using an affordance-based framework	14
A data-driven complex network approach for planning sustainable and inclusive urban mobility hubs and services	14
A city-scale assessment of emergency response accessibility to vulnerable populations and facilities under normal and pluvial flood conditions for Shanghai, China	13

Policy challenges for the post-pandemic city	13
Walkability scoring: Why and how does a three-dimensional pedestrian network matter?	12
Evaluating pedestrian perceptions of street design with a 3D stated preference survey	12
The geography of online shopping in China and its key drivers	12
Evaluating the impact mechanism of citizen participation on citizen satisfaction in a smart city	12
Using multi-source data to understand the factors affecting mini-park visitation in Yancheng	12
Travel mode recognition of urban residents using mobile phone data and MapAPI	11
Spatio-temporal dynamics of flood exposure in Shenzhen from present to future	11
Experimental analysis of walkability evaluation using virtual reality application	11
Predicting vibrancy of metro station areas considering spatial relationships through graph convolutional neural networks: The case of Shenzhen, China	11
Data-driven micromobility network planning for demand and safety	11
Multimodal urban mobility and multilayer transport networks	11
Disadvantaged communities have lower access to urban infrastructure	11
Identifying subcenters with a nonparametric method and ubiquitous point-of-interest data: A case study of 284 Chinese cities	11
Proposing an integrated accessibility-based measure to evaluate spatial equity among different social classes	10
The Social Digital Twin:The Social Turn in the Field of Smart Cities	10
Assessing collaborative planning and the added value of planning support apps in The Netherlands	10
Planning for tourist urban evacuation routes: A framework for improving the data collection and evacuation processes	10
Patterns amidst the turmoil: COVID-19 and cities	10
Towards the collaborative development of machine learning techniques in planning support systems – a Sydney example	10
On the taxonomy of smart city indicators and their alignment with sustainability and resilience	10
Analyzing the dynamics of urbanization in Delhi National Capital Region in India using satellite image time-series analysis	10
Embodied 3D isovists: A method to model the visual perception of space	10
Urban form study for wind potential development	10
Urban form, traffic volume, and air quality: A spatiotemporal stratified approach	9
A grammar-based optimization approach for walkable urban fabrics considering pedestrian accessibility and infrastructure cost	9
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
Re-examining Jane Jacobs’ doctrine using new urban data in Hong Kong	9
Urban form and productivity: What shapes are Latin-American cities?	9
A regional spatial planning model for multifunctional green infrastructure	9
The enabling conditions of post-pandemic city government	9
Tabulating Home Owners’ Loan Corporation area description sheet data	9
The effects of activity-related contexts on individual sound exposures: A time–geographic approach to soundscape studies	9
Walk this way: Visualizing accessibility and mobility in metro station areas on a 3D pedestrian network	9
Random walks in urban graphs: A minimal model of movement	9
An integrated framework for assessment of smart city resilience	8
A framework for delineating the scale, extent and characteristics of American retail centre agglomerations	8
Modelling and simulating ‘informal urbanization’: An integrated agent-based and cellular automata model of urban residential growth in Ghana	8
An open-source tool to extract natural continuity and hierarchy of urban street networks	8
The impact of bike network indicators on bike kilometers traveled and bike safety: A network theory approach	8
Subdividing the sprawl: Endogenous segmentation of housing submarkets in expansion areas of Santiago, Chile	8
A Spatial Livability Index for dense urban centers	8
Monitoring the well-being of vulnerable transit riders using machine learning based sentiment analysis and social media: Lessons from COVID-19	8
Measuring polycentric structures of megaregions in China: Linking morphological and functional dimensions	8
Analyze the usage of urban greenways through social media images and computer vision	8
Noise exposure of the residential areas close to urban expressways in a high-rise mountainous city	8
Exploring the relationship between spatial morphology characteristics and scenic beauty preference of landscape open space unit by using point cloud data	8
MasterplanGAN: Facilitating the smart rendering of urban master plans via generative adversarial networks	8
Impact of COVID-19 policies on pedestrian traffic and walking patterns	8

Assessing polycentric urban development in Shanghai, China, with detailed passive mobile phone data	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	7
Spatial accessibility to kindergartens using a spectrum combinational approach: Case study of Shanghai using cellphone data	7
Characterisation of elderly daily travel behaviour in Tianjin using a space–time cube	7
Charting the past and possible futures of planning support systems: Results of a citation network analysis	7
Characterizing the complex influence of the urban built environment on the dynamic population distribution of Shenzhen, China, using geographically and temporally weighted regression	7
Do land policies make a difference? A data-driven approach to trace effects on urban form in France and Germany	7
What does urban informatics add to planning support technology?	7
The digital transformation of planning	7
Predictive multi-watershed flood monitoring using deep learning on integrated physical and social sensors data	7
CityThings: An integration of the dynamic sensor data to the 3D city model	7
The impact of Airbnb on housing affordability: Evidence from Hong Kong	7
Urban data/code: A new EP-B section	7
TOPOI – A method for analysing settlement units and their linkages in an urban–rural fabric	7
Using data mining to explore the spatial and temporal dynamics of perceptions of metro services in China: The case of Shenzhen	7
Are patterns of vacant lots random? Evidence from empirical spatiotemporal analysis in Chiba prefecture, east of Tokyo	7
Building height distribution under zoning regulations: Theoretical derivation based on allometric scaling analysis and application to harmonise building heights	7
Measuring McCities: Landscapes of chain and independent restaurants in the United States	7
When plans are used to no effect: Considering implementation performance of greater Brisbane’s compact activity centre policies	7
Modelling the interdependence of spatial scales in urban systems	7
Marked crosswalks in US transit-oriented station areas, 2007–2020: A computer vision approach using street view imagery	7
Urban-GAN: An artificial intelligence-aided computation system for plural urban design	7
Cellular automata for simulating land-use change with a constrained irregular space representation: A case study in Nanjing city, China	6
Effects of Gehl’s urban design guidelines on walkability: A virtual reality experiment in Singaporean public housing estates	6
Urban decline and residential preference: The effect of vacant lots on housing premiums	6
The rebirth of urban subcenters: How subway expansion impacts the spatial structure and mix of amenities in European cities	6
Roughness and intermittency within metropolitan regions - Application in three French conurbations	6
Understanding Chinese tourist mobility and consumption-related behaviours in London using Sina Weibo check-ins	6
Using weighted multilayer networks to uncover scaling of public transport system	6
The effects of street environment features on road running: An analysis using crowdsourced fitness tracker data and machine learning	6
Locating creativity in the city using Twitter data	6
Time, the other dimension of urban form: Measuring the relationship between urban density and accessibility to grocery shops in the 10-minute city	6
Anomalous human activity fluctuations from digital trace data signal flood inundation status	6
Leveraging Street Level Imagery for Urban Planning	6
Spatial-temporal patterns of self-organization: A dynamic 4D model for redeveloping the post-zoning city	6
Spatiotemporal patterns of alcohol outlets and violence: A spatially heterogeneous Markov chain analysis	6
COVID-19 impacts on non-work travel patterns: A place-based investigation using smartphone mobility data	6
Unveiling spatial patterns of disaster impacts and recovery using credit card transaction fluctuations	5
Access structure	5
The nonlinear relationships between built environment features and urban street vitality: A data-driven exploration	5
A tale of two cities: Jobs–housing balance and urban spatial structures from the perspective of transit commuters	5
A hybrid modeling approach considering spatial heterogeneity and nonlinearity to discover the transition rules of urban cellular automata models	5
Using betweenness metrics to investigate the geographical distribution of retailers	5
Co-developing evidence-informed adaptation actions for resilient citywide sanitation: Local government response to climate change in Indonesia	5
Monitoring streets through tweets: Using user-generated geographic information to predict gentrification and displacement	5
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	5
A two-dimensional propensity score matching method for longitudinal quasi-experimental studies: A focus on travel behavior and the built environment	5
Investigating functional mix in Europe's dispersed urban areas	5
Road network vulnerability and city-level characteristics: A nationwide comparative analysis of Japanese cities	5
Strategies and inequities in balancing recreation and COVID exposure when visiting green spaces	5
Street edge subdivision: Structuring ground floor interfaces to stimulate pedestrian visual engagement	5
Evaluation of pedestrian navigation in Smart Cities	5
Walking in the cities without ground, how 3d complex network volumetrics improve analysis	5
What’s your angle? Analyzing angled parking via satellite imagery to aid bike-network planning	5
Urban form in Canada at a small-area level: Quantifying “compactness” and “sprawl” with bayesian multivariate spatial factor analysis	5
Analyzing the topology characteristic and effectiveness of the China city network	5
Urban commons in the techno-economic paradigm shift: An information and communication technology-enabled climate-resilient solutions review	5
Quantifying the environmental characteristics influencing the attractiveness of commercial agglomerations with big geo-data	5
Hierarchical siting of macro fire station and micro fire station	5
Evaluating the effects of heat vulnerability on heat-related emergency medical service incidents: Lessons from Austin, Texas	5
Incorporating networks in semantic understanding of streetscapes: Contextualising active mobility decisions	5
A spatiotemporal disparity of transit and automobile access gap and its impact on transit use	5
Detecting industry clusters from the bottom up based on co-location patterns mining: A case study in Dongguan, China	5
The impact of geometric and land use elements on the perceived pleasantness of urban layouts	5
Visualizing green space accessibility for more than 4,000 cities across the globe	5
Shedding new light on residential property price variation in England: A multi-scale exploration	5
Interplay between auditory and visual environments in historic districts: A big data approach based on social media	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
Spatial autoregressive analysis of nationwide street network patterns with global open data	5
Comparison of precise and approximated building height: Estimation from number of building storeys and spatial variations in the Tokyo metropolitan region	4
Are neighbourhood amenities associated with more walking and less driving? Yes, but predominantly for the wealthy	4
Using geographical random forest models to explore spatial patterns in the neighborhood determinants of hypertension prevalence across chicago, illinois, USA	4
Toward comparative polycentricity scores: Assessing variations in regional delineation and subcenter identification	4
A data-driven mobility–energy typology framework for New York State	4
Revisiting Jane Jacobs: Quantifying urban diversity	4
Pathways to creating differentiated grids: Types, benefits and costs	4
Uncovering spatial heterogeneity in real estate prices via combined hierarchical linear model and geographically weighted regression	4
The local structures of human mobility in Chicago	4
Urban form character and Airbnb in Amsterdam (NL): A morphometric approach	4
Algorithmic justice and groundtruthing the remote mapping of informal settlements: The example of Ho Chi Minh City’s periphery	4

Multiscale accessibility and urban performance	4
Integrating multiple data to identify building functions in China’s urban villages	4
Science and design in the age of COVID-19	4
Travel flow aggregation: Nationally scalable methods for interactive and online visualisation of transport behaviour at the road network level	4
Geographies of grocery shopping in major Canadian cities: Evidence from large-scale mobile app data	4
Exploring the potential of urban (re)form: Modifying gated communities to shorten school travel distance in Nanjing, China	4
COVID-19 pandemic and minority health disparities in New York City: A spatial and temporal perspective	4
Applications of machine learning and deep learning methods for climate change mitigation and adaptation	4
The effects of vacant lot greening and the impact of land use and business presence on crime	4
Modelled impacts of a potential light emitting diode lighting system conversion and the influence of an extremely polluted atmosphere in Mexico City	4
A new approach to develop large-scale land-use models using publicly available data	4
Evaluation of tree shade effectiveness and its renewal strategy in typical historic districts: A case study in Harbin, China	4
Household choices of sanitation infrastructure and impact on disease in India	4
Smart cities and climate-resilient urban planning	4
Digital plans and plan data in planning support science	4
Resilience assessment tool for port planning	4
Evaluation of urban planning methods toward bioclimatic and resilient urban spaces	4
Integrating conformance and performance for the evaluation of urban planning implementation from a goal-oriented perspective	4
Evaluating building color harmoniousness in a historic district intelligently: An algorithm-driven approach using street-view images	4
The Spanish spatial city size distribution	4
Digital twins: The current “Krays” of urban analytics?	4
Exploring changes in residential preference during COVID-19: Implications to contemporary urban planning	3
Understanding the compactness of employment activities in high-density cities through cellphone location data	3
Modeling and prediction of expected informal growth in the Greater Cairo Region, Egypt	3
A systematic review of municipal smart water for climate adaptation and mitigation	3
Agglomeration effects as spatially embedded social interactions: identifying urban scaling beyond metropolitan areas	3
A machine learning approach to modelling the spatial variations in the daily fine particulate matter (PM2.5) and nitrogen dioxide (NO2) of Shanghai, China	3
Modeling regional impacts and resilience to water service disruptions in urban economies	3
Urban form and COVID-19 cases and deaths in Greater London: An urban morphometric approach	3
Investigating rural public spaces with cultural significance using morphological, cognitive and behavioural data	3
How do urban services facilities affect social segregation among people of different economic levels? A case study of Shenzhen city	3
Social distancing at scale	3
Social interaction in public space: Spatial edges, moveable furniture, and visual landmarks	3
Planning decentralized urban renewable energy systems using algal cultivation for closed-loop and resilient communities	3
Urban form planning and tsunami risk vulnerability: Analysis of 12 Chilean coastal cities	3
A “Smart Lifestyle” for the re-design of the “After Corona” urban form	3
The cityseer Python package for pedestrian-scale network-based urban analysis	3
Multilayer network structure and city size: A cross-sectional analysis of global cities to detect the correlation between street and terrain	3
Towards a new image archive for the built environment	3
A computer-assisted expert algorithm for real estate valuation in Spanish cities	3
Deploying geospatial visualization dashboards to combat the socioeconomic impacts of COVID-19	3
Financing resilience efforts to confront future urban and sea-level rise flooding: Are coastal megacities in Association of Southeast Asian Nations doing enough?	3
Identifying urban form typologies in Seoul using a new Gaussian mixture model-based clustering framework	3
How changes in urban morphology translate into urban metabolisms of building stocks: A framework for spatiotemporal material flow analysis and a case study	3
Examining the interplay between racial segregation patterns and access to hospital care	3
Integrated environmental and human observations for smart cities	3
A spatial autoregressive geographically weighted quantile regression to explore housing rent determinants in Amsterdam and Warsaw	3
Water and sanitation for all: Citizen science, health equity, and urban climate justice	3
Sustainability and urban climate: How Metaverse can influence urban planning?	3
Adaptive and anti-adaptive neighbourhoods: Investigating the relationship between individual choice and systemic adaptability	3
Urban planning and design with points of interest and visual perception	3
Public transport availability inequalities and transport poverty risk across England	3
Census-based urban building energy modeling to evaluate the effectiveness of retrofit programs	3
Geo-tagged environmental noise measurement with smartphones: Accuracy and perspectives of crowdsourced mapping	3
Enhancing the quality and social impacts of urban planning through community-engaged operations research	3
Unfolding time, race and class inequalities to access leisure	3
Planning participants’ preferential differences under immersive virtual reality and conventional representations: An experiment of street renewal	3
Challenges of consultant-led planning in India’s smart cities mission	3
A participatory e-planning model in the urban renewal of China: Implications of technologies in facilitating planning participation	3
Quantitative evidence for leapfrogging in urban growth	3
Identifying spatio-temporal hotspots of human activity that are popular non-work destinations	3
Explaining a century of Swiss regional development by deep learning and SHAP values	3
Unveiling the relationship between land use types and the temporal signals of crime: An empirical decomposition approach	3
Measuring and mapping neighborhood opportunity: A comparison of opportunity indices in California	3
Generative methods for Urban design and rapid solution space exploration	3
A land-use clustering approach to capturing the level-of-service of large urban corridors: A case study in downtown Los Angeles	3
Revealing the impact of storm surge on taxi operations: Evidence from taxi and typhoon trajectory data	3
The Law of Population Concentration	3
Post-colonial conservation of colonial built heritage in Hong Kong: A statistical analysis of historic building grading	3
Where the Crosswalk Ends: Mapping Crosswalk Coverage via Satellite Imagery in San Francisco	3
A game co-design method to elicit knowledge for the contextualization of spatial models	3
A new kind of search	3
A cost–benefit analysis of implementing urban heat island adaptation measures in small- and medium-sized cities in Austria	3
Minimizing aggregation errors when measuring potential access to services for social groups at the city scale	3
Spatial sensitivity analysis for urban hotspots using cell phone traces	3
Why are convenience stores clustered? The reasons behind the clustering of similar shops and the effect of increased competition	3
Exploring long-term urban cycles with multivariate time-series analysis	2
A multi-dimensional spatial policy model for large-scale multi-municipal Swiss contexts	2
Planning education in the digital age	2
Cross-analysis for the assessment of urban environmental quality: An interdisciplinary and participative approach	2
Modeling land-use change using partitioned vector cellular automata while considering urban spatial structure	2
The COVID years: Predictable unpredictability	2
Detecting shifts in metropolitan structure: A spatial network perspective	2
Ownership diversity and fragmentation: A barrier to urban centre resilience	2
Agent-based simulation of short-term peer-to-peer rentals: Evidence from the Amsterdam housing market	2
Developing a TOD assessment model based on node–place–ecology for suburban areas of metropolitan cities: A case in Odawara	2
Small-area moving ratios and the spatial connectivity of neighborhoods: Insights from consumer credit data	2
Urban neighbourhood classification and multi-scale heterogeneity analysis of Greater London	2
A longitudinal analysis of travel demand and its determinants in the Greater Toronto-Hamilton Area	2
Functional visibility graph analysis: Quantifying visuofunctional space with social media check-in data	2
Deserving poor in public sanitation: Tracing the policymaking processes of who gets what, when, how, and why in Delhi	2
Using machine learning to identify spatial market segments. A reproducible study of major Spanish markets	2
Exploring the role of accessibility in shaping retail location using space syntax measures: A panel-data analysis in Lisbon, 1995–2010	2
Examining heat inequity in a Brazilian metropolitan region	2
BikeDNA: A tool for bicycle infrastructure data and network assessment	2