Environment and Planning B-Urban Analytics and City Science

Article	Citations
The Coronavirus crisis: What will the post-pandemic city look like?	77
How can the urban landscape affect urban vitality at the street block level? A case study of 15 metropolises in China	49
Modeling the relationships between historical redlining, urban heat, and heat-related emergency department visits: An examination of 11 Texas cities	33
Will coronavirus cause a big city exodus?	33
Validating activity, time, and space diversity as essential components of urban vitality	32
Urban function recognition by integrating social media and street-level imagery	31
The interplay of spatial spread of COVID-19 and human mobility in the urban system of China during the Chinese New Year	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	24
Classifying settlement types from multi-scale spatial patterns of building footprints	23
Sidewalk extraction using aerial and street view images	23
Associations between the quality of street space and the attributes of the built environment using large volumes of street view pictures	22
Planning support science: Developments and challenges	22
An urban informatics approach to understanding residential mobility in Metro Chicago	21
A new toolkit for land value analysis and scenario planning	19
Avoiding the planning support system pitfalls? What smart governance can learn from the planning support system implementation gap	19
Polycentric urban development and urban amenities: Evidence from Chinese cities	19
Understanding commuting patterns and changes: Counterfactual analysis in a planning support framework	18
Sustainable and inclusive – Evaluating urban sustainability indicators’ suitability for measuring progress towards SDG-11	17
When COVID-19 came to town: Measuring the impact of the coronavirus pandemic on footfall on six high streets in England	17
Methodological foundation of a numerical taxonomy of urban form	16
There will be no Post-COVID city	16
The private rental housing market before and during the COVID-19 pandemic: A submarket analysis in Cracow, Poland	16
Mapping China’s regional economic activity by integrating points-of-interest and remote sensing data with random forest	15
Walking accessibility to neighbourhood open space in a multi-level urban environment of Hong Kong	14
Towards a 15-minute city: A network-based evaluation framework	14

Spatial clustering: Influence of urban street networks on retail sales volumes	14
Relationship between urban development patterns and noise complaints in England	14
Cumulative (and self-reinforcing) spatial inequalities: Interactions between accessibility and segregation in four Brazilian metropolises	14
Route planning for blind pedestrians using OpenStreetMap	13
Policy challenges for the post-pandemic city	13
A data-driven complex network approach for planning sustainable and inclusive urban mobility hubs and services	13
Creation of a rough runnability index using an affordance-based framework	13
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
Measuring urban nighttime vitality and its relationship with urban spatial structure: A data-driven approach	12
Regional differences in resilience of social and physical systems: Case study of Puerto Rico after Hurricane Maria	12
A city-scale assessment of emergency response accessibility to vulnerable populations and facilities under normal and pluvial flood conditions for Shanghai, China	12
Stimulating urban walking environments – Can we measure the effect?	12
Human mobility data and analysis for urban resilience: A systematic review	11
Identifying subcenters with a nonparametric method and ubiquitous point-of-interest data: A case study of 284 Chinese cities	11
Travel mode recognition of urban residents using mobile phone data and MapAPI	11
Experimental analysis of walkability evaluation using virtual reality application	11
Predicting cycling volumes using crowdsourced activity data	11
Data-driven micromobility network planning for demand and safety	10
Urban form study for wind potential development	10
Patterns amidst the turmoil: COVID-19 and cities	10
Evaluating the impact mechanism of citizen participation on citizen satisfaction in a smart city	10
Spatio-temporal dynamics of flood exposure in Shenzhen from present to future	10
On the taxonomy of smart city indicators and their alignment with sustainability and resilience	10
Proposing an integrated accessibility-based measure to evaluate spatial equity among different social classes	10
Walkability scoring: Why and how does a three-dimensional pedestrian network matter?	10
Towards the collaborative development of machine learning techniques in planning support systems – a Sydney example	10
Assessing collaborative planning and the added value of planning support apps in The Netherlands	10
Embodied 3D isovists: A method to model the visual perception of space	10
Assessing the impacts of Airbnb listings on London house prices	9
The enabling conditions of post-pandemic city government	9
Predicting vibrancy of metro station areas considering spatial relationships through graph convolutional neural networks: The case of Shenzhen, China	9
The spatial structure of US metropolitan employment: New insights from administrative data	9
Planning for tourist urban evacuation routes: A framework for improving the data collection and evacuation processes	9
Random walks in urban graphs: A minimal model of movement	9
Urban form, traffic volume, and air quality: A spatiotemporal stratified approach	9
The effects of activity-related contexts on individual sound exposures: A time–geographic approach to soundscape studies	9
Multimodal urban mobility and multilayer transport networks	9
Modeling the impacts of park access on health outcomes: A utility-based accessibility approach	9
Using multi-source data to understand the factors affecting mini-park visitation in Yancheng	9
A grammar-based optimization approach for walkable urban fabrics considering pedestrian accessibility and infrastructure cost	9
Subdividing the sprawl: Endogenous segmentation of housing submarkets in expansion areas of Santiago, Chile	8
A regional spatial planning model for multifunctional green infrastructure	8
Re-examining Jane Jacobs’ doctrine using new urban data in Hong Kong	8
Monitoring the well-being of vulnerable transit riders using machine learning based sentiment analysis and social media: Lessons from COVID-19	8
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
MasterplanGAN: Facilitating the smart rendering of urban master plans via generative adversarial networks	8
Walk this way: Visualizing accessibility and mobility in metro station areas on a 3D pedestrian network	8

Exploring the relationship between spatial morphology characteristics and scenic beauty preference of landscape open space unit by using point cloud data	8
Measuring polycentric structures of megaregions in China: Linking morphological and functional dimensions	8
Assessing polycentric urban development in Shanghai, China, with detailed passive mobile phone data	8
Building height distribution under zoning regulations: Theoretical derivation based on allometric scaling analysis and application to harmonise building heights	7
Analyzing the dynamics of urbanization in Delhi National Capital Region in India using satellite image time-series analysis	7
The impact of Airbnb on housing affordability: Evidence from Hong Kong	7
TOPOI – A method for analysing settlement units and their linkages in an urban–rural fabric	7
What does urban informatics add to planning support technology?	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
CityThings: An integration of the dynamic sensor data to the 3D city model	7
A LUTI microsimulation framework to evaluate long-term impacts of automated mobility on the choice of housing-mobility bundles	7
Do land policies make a difference? A data-driven approach to trace effects on urban form in France and Germany	7
Urban-GAN: An artificial intelligence-aided computation system for plural urban design	7
Disadvantaged communities have lower access to urban infrastructure	7
The Social Digital Twin:The Social Turn in the Field of Smart Cities	7
Analyze the usage of urban greenways through social media images and computer vision	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
When plans are used to no effect: Considering implementation performance of greater Brisbane’s compact activity centre policies	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
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
An open-source tool to extract natural continuity and hierarchy of urban street networks	7
The digital transformation of planning	7
Locating creativity in the city using Twitter data	6
Urban form and productivity: What shapes are Latin-American cities?	6
Unpredictability	6
Urban data/code: A new EP-B section	6
Leveraging Street Level Imagery for Urban Planning	6
Relationship between neighborhood land use structure and the spatiotemporal pattern of PM2.5 at the microscale: Evidence from the central area of Guangzhou, China	6
Spatiotemporal patterns of alcohol outlets and violence: A spatially heterogeneous Markov chain analysis	6
Roughness and intermittency within metropolitan regions - Application in three French conurbations	6
Measuring McCities: Landscapes of chain and independent restaurants in the United States	6
Using weighted multilayer networks to uncover scaling of public transport system	6
Effects of Gehl’s urban design guidelines on walkability: A virtual reality experiment in Singaporean public housing estates	6
A Spatial Livability Index for dense urban centers	6
The rebirth of urban subcenters: How subway expansion impacts the spatial structure and mix of amenities in European cities	6
Predictive multi-watershed flood monitoring using deep learning on integrated physical and social sensors data	6
Does non-conforming urban development mean the failure of zoning? A framework for conformance-based evaluation	6
Noise exposure of the residential areas close to urban expressways in a high-rise mountainous city	6
Urban decline and residential preference: The effect of vacant lots on housing premiums	6
Impact of COVID-19 policies on pedestrian traffic and walking patterns	6
The impact of bike network indicators on bike kilometers traveled and bike safety: A network theory approach	6
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
Interplay between auditory and visual environments in historic districts: A big data approach based on social media	5
Quantifying the environmental characteristics influencing the attractiveness of commercial agglomerations with big geo-data	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
Road network vulnerability and city-level characteristics: A nationwide comparative analysis of Japanese cities	5
Anomalous human activity fluctuations from digital trace data signal flood inundation status	5
Access structure	5
A spatiotemporal disparity of transit and automobile access gap and its impact on transit use	5
The impact of geometric and land use elements on the perceived pleasantness of urban layouts	5
What’s your angle? Analyzing angled parking via satellite imagery to aid bike-network planning	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
Spatial autoregressive analysis of nationwide street network patterns with global open data	5
Hierarchical siting of macro fire station and micro fire station	5
Strategies and inequities in balancing recreation and COVID exposure when visiting green spaces	5
Incorporating networks in semantic understanding of streetscapes: Contextualising active mobility decisions	5
Evaluation of pedestrian navigation in Smart Cities	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
Shedding new light on residential property price variation in England: A multi-scale exploration	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
Evaluating the effects of heat vulnerability on heat-related emergency medical service incidents: Lessons from Austin, Texas	5
Understanding Chinese tourist mobility and consumption-related behaviours in London using Sina Weibo check-ins	5
Charting the past and possible futures of planning support systems: Results of a citation network analysis	5
Spatial dynamic modelling for urban scenario planning: A case study of Nanjing, China	5
Revisiting Jane Jacobs: Quantifying urban diversity	4
Spatial-temporal patterns of self-organization: A dynamic 4D model for redeveloping the post-zoning city	4
Integrating multiple data to identify building functions in China’s urban villages	4
Enhancing citizen engagement in planning through participatory film-making	4
Street edge subdivision: Structuring ground floor interfaces to stimulate pedestrian visual engagement	4
Evaluating building color harmoniousness in a historic district intelligently: An algorithm-driven approach using street-view images	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 commons in the techno-economic paradigm shift: An information and communication technology-enabled climate-resilient solutions review	4
Evaluation of tree shade effectiveness and its renewal strategy in typical historic districts: A case study in Harbin, China	4

Unveiling spatial patterns of disaster impacts and recovery using credit card transaction fluctuations	4
A hybrid modeling approach considering spatial heterogeneity and nonlinearity to discover the transition rules of urban cellular automata models	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
Using geographical random forest models to explore spatial patterns in the neighborhood determinants of hypertension prevalence across chicago, illinois, USA	4
Integrating conformance and performance for the evaluation of urban planning implementation from a goal-oriented perspective	4
Toward comparative polycentricity scores: Assessing variations in regional delineation and subcenter identification	4
Analyzing the topology characteristic and effectiveness of the China city network	4
The effects of vacant lot greening and the impact of land use and business presence on crime	4
The Spanish spatial city size distribution	4
A new approach to develop large-scale land-use models using publicly available data	4
COVID-19 impacts on non-work travel patterns: A place-based investigation using smartphone mobility data	4
Multiscale accessibility and urban performance	4
Digital plans and plan data in planning support science	4
Resilience assessment tool for port planning	4
Tabulating Home Owners’ Loan Corporation area description sheet data	4
Applications of machine learning and deep learning methods for climate change mitigation and adaptation	4
Cellular automata for simulating land-use change with a constrained irregular space representation: A case study in Nanjing city, China	4
Pathways to creating differentiated grids: Types, benefits and costs	4
A tale of two cities: Jobs–housing balance and urban spatial structures from the perspective of transit commuters	4
Urban form in Canada at a small-area level: Quantifying “compactness” and “sprawl” with bayesian multivariate spatial factor analysis	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
Comparison of precise and approximated building height: Estimation from number of building storeys and spatial variations in the Tokyo metropolitan region	4
Time, the other dimension of urban form: Measuring the relationship between urban density and accessibility to grocery shops in the 10-minute city	4
The effects of street environment features on road running: An analysis using crowdsourced fitness tracker data and machine learning	4
Walking in the cities without ground, how 3d complex network volumetrics improve analysis	4
Social distancing at scale	3
Planning participants’ preferential differences under immersive virtual reality and conventional representations: An experiment of street renewal	3
Travel flow aggregation: Nationally scalable methods for interactive and online visualisation of transport behaviour at the road network level	3
The nonlinear relationships between built environment features and urban street vitality: A data-driven exploration	3
A new kind of search	3
Enhancing the quality and social impacts of urban planning through community-engaged operations research	3
Deploying geospatial visualization dashboards to combat the socioeconomic impacts of COVID-19	3
Are neighbourhood amenities associated with more walking and less driving? Yes, but predominantly for the wealthy	3
Exploring changes in residential preference during COVID-19: Implications to contemporary urban planning	3
Modeling regional impacts and resilience to water service disruptions in urban economies	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
Generating optimal and near-optimal solutions to facility location problems	3
Geo-tagged environmental noise measurement with smartphones: Accuracy and perspectives of crowdsourced mapping	3
Investigating rural public spaces with cultural significance using morphological, cognitive and behavioural data	3
Public transport availability inequalities and transport poverty risk across England	3
The Law of Population Concentration	3
Unfolding time, race and class inequalities to access leisure	3
A data-driven mobility–energy typology framework for New York State	3
Planning decentralized urban renewable energy systems using algal cultivation for closed-loop and resilient communities	3
Challenges of consultant-led planning in India’s smart cities mission	3
Minimizing aggregation errors when measuring potential access to services for social groups at the city scale	3
Why are convenience stores clustered? The reasons behind the clustering of similar shops and the effect of increased competition	3
A computer-assisted expert algorithm for real estate valuation in Spanish cities	3
Agglomeration effects as spatially embedded social interactions: identifying urban scaling beyond metropolitan areas	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
Measuring and mapping neighborhood opportunity: A comparison of opportunity indices in California	3
How do urban services facilities affect social segregation among people of different economic levels? A case study of Shenzhen city	3
Modeling and prediction of expected informal growth in the Greater Cairo Region, Egypt	3
Post-colonial conservation of colonial built heritage in Hong Kong: A statistical analysis of historic building grading	3
A land-use clustering approach to capturing the level-of-service of large urban corridors: A case study in downtown Los Angeles	3
Spatial sensitivity analysis for urban hotspots using cell phone traces	3
Smart cities and climate-resilient urban planning	3
Towards a new image archive for the built environment	3
Where the Crosswalk Ends: Mapping Crosswalk Coverage via Satellite Imagery in San Francisco	3
Geographies of grocery shopping in major Canadian cities: Evidence from large-scale mobile app data	3
A “Smart Lifestyle” for the re-design of the “After Corona” urban form	3
Multilayer network structure and city size: A cross-sectional analysis of global cities to detect the correlation between street and terrain	3
Understanding the compactness of employment activities in high-density cities through cellphone location data	3
Explaining a century of Swiss regional development by deep learning and SHAP values	3
Uncovering spatial heterogeneity in real estate prices via combined hierarchical linear model and geographically weighted regression	3
Examining the interplay between racial segregation patterns and access to hospital care	3
Identifying spatio-temporal hotspots of human activity that are popular non-work destinations	3
Household choices of sanitation infrastructure and impact on disease in India	3
Urban form planning and tsunami risk vulnerability: Analysis of 12 Chilean coastal cities	3
Science and design in the age of COVID-19	3
The local structures of human mobility in Chicago	3
A spatial autoregressive geographically weighted quantile regression to explore housing rent determinants in Amsterdam and Warsaw	3
The cityseer Python package for pedestrian-scale network-based urban analysis	3
Using machine learning to identify spatial market segments. A reproducible study of major Spanish markets	2
Integrated environmental and human observations for smart cities	2
Modeling land-use change using partitioned vector cellular automata while considering urban spatial structure	2
A cost–benefit analysis of implementing urban heat island adaptation measures in small- and medium-sized cities in Austria	2
Detecting shifts in metropolitan structure: A spatial network perspective	2
A multi-dimensional spatial policy model for large-scale multi-municipal Swiss contexts	2
Adaptive and anti-adaptive neighbourhoods: Investigating the relationship between individual choice and systemic adaptability	2
Comparing types and patterns: A context-oriented approach to densification in Switzerland and the Netherlands	2
Planning education in the digital age	2
BikeDNA: A tool for bicycle infrastructure data and network assessment	2
A longitudinal analysis of travel demand and its determinants in the Greater Toronto-Hamilton Area	2
Ownership diversity and fragmentation: A barrier to urban centre resilience	2
Deserving poor in public sanitation: Tracing the policymaking processes of who gets what, when, how, and why in Delhi	2
Revealing the impact of storm surge on taxi operations: Evidence from taxi and typhoon trajectory data	2
A game co-design method to elicit knowledge for the contextualization of spatial models	2
Gendered cities: Studying urban gender bias through street names	2
The COVID years: Predictable unpredictability	2
Exploring long-term urban cycles with multivariate time-series analysis	2
Functional visibility graph analysis: Quantifying visuofunctional space with social media check-in data	2
Exploring temporal variability in travel patterns on public transit using big smart card data	2