Environment and Planning B-Urban Analytics and City Science

Article	Citations
The Coronavirus crisis: What will the post-pandemic city look like?	76
How can the urban landscape affect urban vitality at the street block level? A case study of 15 metropolises in China	48
Will coronavirus cause a big city exodus?	33
Measuring urban form: Overcoming terminological inconsistencies for a quantitative and comprehensive morphologic analysis of cities	32
Validating activity, time, and space diversity as essential components of urban vitality	30
Modeling the relationships between historical redlining, urban heat, and heat-related emergency department visits: An examination of 11 Texas cities	29
Urban function recognition by integrating social media and street-level imagery	28
The interplay of spatial spread of COVID-19 and human mobility in the urban system of China during the Chinese New Year	26
Classifying settlement types from multi-scale spatial patterns of building footprints	22
Examining the spatial distribution and temporal change of the green view index in New York City using Google Street View images and deep learning	21
Sidewalk extraction using aerial and street view images	21
Planning support science: Developments and challenges	20
An urban informatics approach to understanding residential mobility in Metro Chicago	20
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	18
Understanding commuting patterns and changes: Counterfactual analysis in a planning support framework	18
Associations between the quality of street space and the attributes of the built environment using large volumes of street view pictures	17
A new toolkit for land value analysis and scenario planning	17
When COVID-19 came to town: Measuring the impact of the coronavirus pandemic on footfall on six high streets in England	16
The private rental housing market before and during the COVID-19 pandemic: A submarket analysis in Cracow, Poland	16
There will be no Post-COVID city	16
Sustainable and inclusive – Evaluating urban sustainability indicators’ suitability for measuring progress towards SDG-11	16
Mapping China’s regional economic activity by integrating points-of-interest and remote sensing data with random forest	15
Relationship between urban development patterns and noise complaints in England	14
Walking accessibility to neighbourhood open space in a multi-level urban environment of Hong Kong	14

Methodological foundation of a numerical taxonomy of urban form	14
Towards a 15-minute city: A network-based evaluation framework	13
Route planning for blind pedestrians using OpenStreetMap	13
Policy challenges for the post-pandemic city	13
Evaluating pedestrian perceptions of street design with a 3D stated preference survey	12
Creation of a rough runnability index using an affordance-based framework	12
Open-source planning support system for sustainable regional planning: A case study of Stockholm County, Sweden	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
Spatial clustering: Influence of urban street networks on retail sales volumes	12
The geography of online shopping in China and its key drivers	12
Stimulating urban walking environments – Can we measure the effect?	11
A city-scale assessment of emergency response accessibility to vulnerable populations and facilities under normal and pluvial flood conditions for Shanghai, China	11
Cumulative (and self-reinforcing) spatial inequalities: Interactions between accessibility and segregation in four Brazilian metropolises	11
A data-driven complex network approach for planning sustainable and inclusive urban mobility hubs and services	11
Predicting cycling volumes using crowdsourced activity data	11
Human mobility data and analysis for urban resilience: A systematic review	10
Assessment of landscape changes under different urban dynamics based on a multiple-scenario modeling approach	10
Identifying subcenters with a nonparametric method and ubiquitous point-of-interest data: A case study of 284 Chinese cities	10
Proposing an integrated accessibility-based measure to evaluate spatial equity among different social classes	10
Evaluating the impact mechanism of citizen participation on citizen satisfaction in a smart city	10
Towards the collaborative development of machine learning techniques in planning support systems – a Sydney example	10
Patterns amidst the turmoil: COVID-19 and cities	10
Walkability scoring: Why and how does a three-dimensional pedestrian network matter?	10
Footfall signatures and volumes: Towards a classification of UK centres	10
A grammar-based optimization approach for walkable urban fabrics considering pedestrian accessibility and infrastructure cost	9
The enabling conditions of post-pandemic city government	9
Travel mode recognition of urban residents using mobile phone data and MapAPI	9
Using multi-source data to understand the factors affecting mini-park visitation in Yancheng	9
Assessing collaborative planning and the added value of planning support apps in The Netherlands	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
The spatial structure of US metropolitan employment: New insights from administrative data	9
Spatio-temporal dynamics of flood exposure in Shenzhen from present to future	9
Experimental analysis of walkability evaluation using virtual reality application	9
Random walks in urban graphs: A minimal model of movement	9
Predicting vibrancy of metro station areas considering spatial relationships through graph convolutional neural networks: The case of Shenzhen, China	9
Data-driven micromobility network planning for demand and safety	9
Urban form study for wind potential development	9
An integrated framework for assessment of smart city resilience	8
Embodied 3D isovists: A method to model the visual perception of space	8
Measuring polycentric structures of megaregions in China: Linking morphological and functional dimensions	8
The effects of activity-related contexts on individual sound exposures: A time–geographic approach to soundscape studies	8
Planning for tourist urban evacuation routes: A framework for improving the data collection and evacuation processes	8
Urban form, traffic volume, and air quality: A spatiotemporal stratified approach	8
MasterplanGAN: Facilitating the smart rendering of urban master plans via generative adversarial networks	8
Subdividing the sprawl: Endogenous segmentation of housing submarkets in expansion areas of Santiago, Chile	8
Modelling and simulating ‘informal urbanization’: An integrated agent-based and cellular automata model of urban residential growth in Ghana	8
Assessing polycentric urban development in Shanghai, China, with detailed passive mobile phone data	8
Using data mining to explore the spatial and temporal dynamics of perceptions of metro services in China: The case of Shenzhen	7

Spatial accessibility to kindergartens using a spectrum combinational approach: Case study of Shanghai using cellphone data	7
Data-driven planning support system for a campus design	7
When plans are used to no effect: Considering implementation performance of greater Brisbane’s compact activity centre policies	7
Walk this way: Visualizing accessibility and mobility in metro station areas on a 3D pedestrian network	7
Analyzing the dynamics of urbanization in Delhi National Capital Region in India using satellite image time-series analysis	7
Exploring the relationship between spatial morphology characteristics and scenic beauty preference of landscape open space unit by using point cloud data	7
An open-source tool to extract natural continuity and hierarchy of urban street networks	7
Building height distribution under zoning regulations: Theoretical derivation based on allometric scaling analysis and application to harmonise building heights	7
On the taxonomy of smart city indicators and their alignment with sustainability and resilience	7
Measuring the changing pattern of ethnic segregation in England and Wales with Consumer Registers	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
Modelling the interdependence of spatial scales in urban systems	7
Disadvantaged communities have lower access to urban infrastructure	7
Analyze the usage of urban greenways through social media images and computer vision	7
CityThings: An integration of the dynamic sensor data to the 3D city model	7
Characterisation of elderly daily travel behaviour in Tianjin using a space–time cube	7
Multimodal urban mobility and multilayer transport networks	7
The impact of Airbnb on housing affordability: Evidence from Hong Kong	7
A regional spatial planning model for multifunctional green infrastructure	7
Noise exposure of the residential areas close to urban expressways in a high-rise mountainous city	6
Using weighted multilayer networks to uncover scaling of public transport system	6
Leveraging Street Level Imagery for Urban Planning	6
What does urban informatics add to planning support technology?	6
Capability-wise walkability evaluation as an indicator of urban peripherality	6
Are patterns of vacant lots random? Evidence from empirical spatiotemporal analysis in Chiba prefecture, east of Tokyo	6
Measuring McCities: Landscapes of chain and independent restaurants in the United States	6
TOPOI – A method for analysing settlement units and their linkages in an urban–rural fabric	6
Effects of Gehl’s urban design guidelines on walkability: A virtual reality experiment in Singaporean public housing estates	6
Marked crosswalks in US transit-oriented station areas, 2007–2020: A computer vision approach using street view imagery	6
Monitoring the well-being of vulnerable transit riders using machine learning based sentiment analysis and social media: Lessons from COVID-19	6
The rebirth of urban subcenters: How subway expansion impacts the spatial structure and mix of amenities in European cities	6
Does non-conforming urban development mean the failure of zoning? A framework for conformance-based evaluation	6
A LUTI microsimulation framework to evaluate long-term impacts of automated mobility on the choice of housing-mobility bundles	6
A framework for delineating the scale, extent and characteristics of American retail centre agglomerations	6
Re-examining Jane Jacobs’ doctrine using new urban data in Hong Kong	6
Urban decline and residential preference: The effect of vacant lots on housing premiums	6
The Social Digital Twin:The Social Turn in the Field of Smart Cities	6
Locating creativity in the city using Twitter data	6
Urban form and productivity: What shapes are Latin-American cities?	6
The digital transformation of planning	5
Charting the past and possible futures of planning support systems: Results of a citation network analysis	5
Anomalous human activity fluctuations from digital trace data signal flood inundation status	5
Evaluation of pedestrian navigation in Smart Cities	5
Risk priorities and their co-occurrences in smart city project implementation: Evidence from India’s Smart Cities Mission (SCM)	5
Urban-GAN: An artificial intelligence-aided computation system for plural urban design	5
A Spatial Livability Index for dense urban centers	5
Relationship between neighborhood land use structure and the spatiotemporal pattern of PM2.5 at the microscale: Evidence from the central area of Guangzhou, China	5
Spatiotemporal patterns of alcohol outlets and violence: A spatially heterogeneous Markov chain analysis	5
Investigating functional mix in Europe's dispersed urban areas	5
Hierarchical siting of macro fire station and micro fire station	5
Isovist indicators as a means to relieve pedestrian psycho-physiological stress in Hong Kong	5
Strategies and inequities in balancing recreation and COVID exposure when visiting green spaces	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
What’s your angle? Analyzing angled parking via satellite imagery to aid bike-network planning	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
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
Quantifying the environmental characteristics influencing the attractiveness of commercial agglomerations with big geo-data	5
Access structure	5
Spatial dynamic modelling for urban scenario planning: A case study of Nanjing, China	5
Urban data/code: A new EP-B section	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
A two-dimensional propensity score matching method for longitudinal quasi-experimental studies: A focus on travel behavior and the built environment	5
Spatial autoregressive analysis of nationwide street network patterns with global open data	5
A new approach to develop large-scale land-use models using publicly available data	4
Evaluating the effects of heat vulnerability on heat-related emergency medical service incidents: Lessons from Austin, Texas	4
Integrating multiple data to identify building functions in China’s urban villages	4
Incorporating networks in semantic understanding of streetscapes: Contextualising active mobility decisions	4
Resilience assessment tool for port planning	4
Exploring the potential of urban (re)form: Modifying gated communities to shorten school travel distance in Nanjing, China	4
Analyzing the topology characteristic and effectiveness of the China city network	4
Interplay between auditory and visual environments in historic districts: A big data approach based on social media	4
Urban commons in the techno-economic paradigm shift: An information and communication technology-enabled climate-resilient solutions review	4
Comparison of precise and approximated building height: Estimation from number of building storeys and spatial variations in the Tokyo metropolitan region	4
Algorithmic justice and groundtruthing the remote mapping of informal settlements: The example of Ho Chi Minh City’s periphery	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

Road network vulnerability and city-level characteristics: A nationwide comparative analysis of Japanese cities	4
Understanding Chinese tourist mobility and consumption-related behaviours in London using Sina Weibo check-ins	4
Digital plans and plan data in planning support science	4
Walking in the cities without ground, how 3d complex network volumetrics improve analysis	4
Tabulating Home Owners’ Loan Corporation area description sheet data	4
Integrating conformance and performance for the evaluation of urban planning implementation from a goal-oriented perspective	4
Enhancing citizen engagement in planning through participatory film-making	4
Predictive multi-watershed flood monitoring using deep learning on integrated physical and social sensors 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
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	4
COVID-19 impacts on non-work travel patterns: A place-based investigation using smartphone mobility data	4
Cellular automata for simulating land-use change with a constrained irregular space representation: A case study in Nanjing city, China	4
Multiscale accessibility and urban performance	4
A tale of two cities: Jobs–housing balance and urban spatial structures from the perspective of transit commuters	4
Unpredictability	4
Using betweenness metrics to investigate the geographical distribution of retailers	4
Pathways to creating differentiated grids: Types, benefits and costs	4
Spatial-temporal patterns of self-organization: A dynamic 4D model for redeveloping the post-zoning city	4
Roughness and intermittency within metropolitan regions - Application in three French conurbations	4
Urban form character and Airbnb in Amsterdam (NL): A morphometric approach	4
The impact of bike network indicators on bike kilometers traveled and bike safety: A network theory approach	4
A new kind of search	3
Why are convenience stores clustered? The reasons behind the clustering of similar shops and the effect of increased competition	3
Urban form in Canada at a small-area level: Quantifying “compactness” and “sprawl” with bayesian multivariate spatial factor analysis	3
Identifying spatio-temporal hotspots of human activity that are popular non-work destinations	3
Evaluating building color harmoniousness in a historic district intelligently: An algorithm-driven approach using street-view images	3
Using geographical random forest models to explore spatial patterns in the neighborhood determinants of hypertension prevalence across chicago, illinois, USA	3
Household choices of sanitation infrastructure and impact on disease in India	3
Public transport availability inequalities and transport poverty risk across England	3
Modeling regional impacts and resilience to water service disruptions in urban economies	3
Unveiling spatial patterns of disaster impacts and recovery using credit card transaction fluctuations	3
A land-use clustering approach to capturing the level-of-service of large urban corridors: A case study in downtown Los Angeles	3
Evaluation of tree shade effectiveness and its renewal strategy in typical historic districts: A case study in Harbin, China	3
Social distancing at scale	3
Travel flow aggregation: Nationally scalable methods for interactive and online visualisation of transport behaviour at the road network level	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
COVID-19 pandemic and minority health disparities in New York City: A spatial and temporal perspective	3
Uncovering spatial heterogeneity in real estate prices via combined hierarchical linear model and geographically weighted regression	3
Geo-tagged environmental noise measurement with smartphones: Accuracy and perspectives of crowdsourced mapping	3
Post-colonial conservation of colonial built heritage in Hong Kong: A statistical analysis of historic building grading	3
Are neighbourhood amenities associated with more walking and less driving? Yes, but predominantly for the wealthy	3
Measuring and mapping neighborhood opportunity: A comparison of opportunity indices in California	3
The effects of vacant lot greening and the impact of land use and business presence on crime	3
Examining the interplay between racial segregation patterns and access to hospital care	3
The cityseer Python package for pedestrian-scale network-based urban analysis	3
Investigating rural public spaces with cultural significance using morphological, cognitive and behavioural data	3
Towards a new image archive for the built environment	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
Minimizing aggregation errors when measuring potential access to services for social groups at the city scale	3
Revisiting Jane Jacobs: Quantifying urban diversity	3
Impact of COVID-19 policies on pedestrian traffic and walking patterns	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
How changes in urban morphology translate into urban metabolisms of building stocks: A framework for spatiotemporal material flow analysis and a case study	3
The local structures of human mobility in Chicago	3
Agglomeration effects as spatially embedded social interactions: identifying urban scaling beyond metropolitan areas	3
Generating optimal and near-optimal solutions to facility location problems	3
Planning participants’ preferential differences under immersive virtual reality and conventional representations: An experiment of street renewal	3
Science and design in the age of COVID-19	3
Unfolding time, race and class inequalities to access leisure	3
Smart cities and climate-resilient urban planning	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
Urban form planning and tsunami risk vulnerability: Analysis of 12 Chilean coastal cities	2
The Spanish spatial city size distribution	2
A cost–benefit analysis of implementing urban heat island adaptation measures in small- and medium-sized cities in Austria	2
Ownership diversity and fragmentation: A barrier to urban centre resilience	2
Deploying geospatial visualization dashboards to combat the socioeconomic impacts of COVID-19	2
Applications of machine learning and deep learning methods for climate change mitigation and adaptation	2
A data-driven investigation on park visitation and income mixing of visitors in New York City	2
Urban form and COVID-19 cases and deaths in Greater London: An urban morphometric approach	2
Automatic delimitation of labour market areas based on multi-criteria optimisation: The case of Spain 2011	2
Comparing types and patterns: A context-oriented approach to densification in Switzerland and the Netherlands	2
Planning education in the digital age	2
Revealing the impact of storm surge on taxi operations: Evidence from taxi and typhoon trajectory data	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
Understanding the compactness of employment activities in high-density cities through cellphone location data	2
Identifying relevant volunteered geographic information about adverse weather events in Trondheim using the CitizenSensing participatory system	2
Integrated environmental and human observations for smart cities	2
Social interaction in public space: Spatial edges, moveable furniture, and visual landmarks	2
Advances in urban informatics	2
Spatial variations of the third and fourth COVID-19 waves in Hong Kong: A comparative study using built environment and socio-demographic characteristics	2
A game co-design method to elicit knowledge for the contextualization of spatial models	2
Adaptive and anti-adaptive neighbourhoods: Investigating the relationship between individual choice and systemic adaptability	2
Gendered cities: Studying urban gender bias through street names	2
Detecting shifts in metropolitan structure: A spatial network perspective	2
Deserving poor in public sanitation: Tracing the policymaking processes of who gets what, when, how, and why in Delhi	2
Realising the Sustainable Development Goal 11.7 in the post-pandemic era – A case study of Taiwan	2
Examining the geometry of streets through accessibility: new insights from streetspace allocation analysis	2
Generating megacity-scale building height maps without DGNSS surveyed GCPs: An open-source approach	2
Visualizing the potential for transit-oriented development: Insights from an open and interactive planning support tool in Flanders, Belgium	2
How do urban services facilities affect social segregation among people of different economic levels? A case study of Shenzhen city	2
Exploring temporal variability in travel patterns on public transit using big smart card data	2