Environment and Planning B-Urban Analytics and City Science

Article	Citations
Professor Stan Openshaw (1946–2022)	56
Geo-visualisation of the community structure of intercity express delivery network in China based on waybill big data	35
An interactive method for generating and evaluating urban design alternatives in early design stages	34
Advances in geospatial approaches to transport networks and sustainable mobility	33
Determinants of Urban land development: A panel study for U.S. metropolitan areas	33
Fifty years of Environment and Planning B	30
Small-area moving ratios and the spatial connectivity of neighborhoods: Insights from consumer credit data	29
Examining the impact of the urban transportation system on tangible and intangible vitality at the city-block scale in Nanjing, China	29
The conundrum of ‘form follows function’	29
Detecting shifts in metropolitan structure: A spatial network perspective	25
Ownership diversity and fragmentation: A barrier to urban centre resilience	24
OSM land use data quality and its association with city-level socioeconomic conditions in China	23
Identifying sinks and sources of human flows: A new approach to characterizing urban structures	21
Smart Data infrastructure for urban analytics, city science, planning and design	18
Visualizing urban slum population across the globe	17
A game co-design method to elicit knowledge for the contextualization of spatial models	17
Corrigendum to Delineating Functional Regions from Road Networks: The Case of South Korea	16
Developing a TOD assessment model based on node–place–ecology for suburban areas of metropolitan cities: A case in Odawara	16
Hopes and dreams for (future) better things: Medium, data, and ideas	16
Studying tech adoption with “text-as-data”: Opportunities, pitfalls, and complementarities in the case of transportation	15
Resilience analysis of global agricultural trade	15
Evaluating relocation behavior of establishments: Evidence for the short-term effects of COVID-19	15
Uneven regional distribution earthquake danger zones and of cell towers and cells in Türkiye	15
Detecting cross-boundary regional collaboration in China by network community scanning with human mobility data	15
Developing a two-level machine-learning approach for classifying urban form for an East Asian mega-city	15

Monitoring the well-being of vulnerable transit riders using machine learning based sentiment analysis and social media: Lessons from COVID-19	14
Spatial modelling of psychosocial benefits of favourite places in Denmark: A tale of two cities	14
Exploring large-scale spatial distribution of fear of crime by integrating small sample surveys and massive street view images	14
The science of a subtitle	14
Estimating the effects of urban green regions in terms of diffusion	14
Developing urban biking typologies: Quantifying the complex interactions of bicycle ridership, bicycle network and built environment characteristics	14
The breaking points of human development-the separating role of national borders	14
Walking alone or walking together: A spatial evaluation of children’s travel behavior to school	13
Long-term validation of inner-urban mobility metrics derived from Twitter/X	13
Urban planning and IPCC-like city assessments integration for climate-resilient cities	13
Understanding street-level urban vibrancy via spatial-temporal Wi-Fi data analytics: Case LivingLine Shanghai	13
Gravity-based models for evaluating urban park accessibility: Why does localized selection of attractiveness factors and travel modes matter?	13
Applications of machine learning and deep learning methods for climate change mitigation and adaptation	13
How accessible are cities for visually impaired pedestrians? A case of Greater London	12
Multilayer network structure and city size: A cross-sectional analysis of global cities to detect the correlation between street and terrain	12
Assessing impacts of the built environment on mobility: A joint choice model of travel mode and duration	12
Strategic archetypes of planning processes: Model and evidence	11
Measuring the local complementarity of population, amenities and digital activities to identify and understand urban areas of interest	11
GeoInfographic design of the multi-spatiality of borders: A case study of epidemic prevention and control in Ruili, China	11
Physical distancing and its association with travel behavior in daily pre-pandemic urban life: An analysis utilizing lifelogging images and composite survey and mobility data	11
The rhythm of risk: Exploring spatio-temporal patterns of urban vulnerability with ambulance calls data	11
ERRATUM to “NetAScore: An open and extendible software for segment-scale bikeability and walkability”	11
Enhancing the quality and social impacts of urban planning through community-engaged operations research	11
Coupled use of isovists and wavelets for street intersection pattern determination	11
Study on the hotspots of urban tourism spaces based on Instagram-Worthy locations data: Taking Beijing as an example	10
Walking in the cities without ground, how 3d complex network volumetrics improve analysis	10
Spatially-explicit prediction of low-density peri-urban development: comparison between urban and rural scenarios in the Moreton Bay Region in South East Queensland, Australia	10
Infrastructures connecting people: A mechanistic model for terrestrial transportation networks	10
Where is it complex to reallocate road space?	10
Natural language processing for planning policy identification: A benchmarking study using 113 Chinese cities between 2011 and 2019	9
tscluster : A python package for the optimal temporal clustering framework	9
Facebook city: Place-named groups as urban communication infrastructure in Greater London	9
Unraveling the mystery of urban expansion in the Guangdong-Hong Kong-Macao Greater Bay Area: Exploring the crucial role of regional cooperation	9
Analysis of spatial form and structure of commercial pedestrian blocks based on Isovist and big data	9
Modeling the relationship between urban tree canopy, landscape heterogeneity, and land surface temperature: A machine learning approach	8
Digital twins versus simulation models and planning concepts: Increasing the resemblance between a digital twin and the modeled territory to facilitate the construction and evaluation of urban scenari	8
Does a compact city really reduce consumption-based carbon emissions? The case of South Korea	8
Two faces of discontent in Italy: One looking to the North and one to the South	8
Examining the impact of neighborhood environment factors on residents’ emotions during COVID-19 lockdown and reopening: A Wuhan study on mediation and moderation	8
Participation matters: The social construction of digital twins for cities	8
Relative spatial variability in building heights and its spatial association: Application for the spatial clustering of harmonious and inharmonious building heights in Tokyo	8
Assessing the impact of greenery on urban heat using opportunistic drive-by sensing	8
Discontinuities in regional economic development due to administrative boundaries: Examining the mechanisms of the boundary effect	8
The Relative Probability of Facebook Friendship in the United States	8
A multi-scale network-based topological analysis of urban road networks in highly populated cities	8
Low-cost sensor desert and equity across US cities	8
Visibility and symbolism of corporate architecture: A multi-method approach for visual impact assessment	8
Understanding the impact of building morphology on building energy consumption: A spatial econometric analysis	8
The boundary problem	8
Exploring future landscape changes for polycentric urbanization using cellular automata calibrated with radiation model	8

The Link between Theory and Practice	7
The scalar mismatch of regional governance: A comparative analysis of hierarchical structures	7
Location optimization of emergency medical services: Considering joint service coverage of ambulances and emergency centers	7
New methods for old questions: Predicting historical urban renewal areas in the United States	7
Household choices of sanitation infrastructure and impact on disease in India	7
Making plans findable, accessible, interoperable, and reusable with data infrastructure: A search engine for constructing, analyzing, and visualizing planning documents	7
A convergence of climate, social justice, and infrastructure policy enables forestry to cool cities	7
Street edge subdivision: Structuring ground floor interfaces to stimulate pedestrian visual engagement	7
Strategies and inequities in balancing recreation and COVID exposure when visiting green spaces	7
Mumford’s recurring challenge: What is a city?	7
Dynamics of China’s natural cities and their living structures derived from nighttime lights and populated grids	7
Tracking plan implementation using elected officials’ social media communications and votes	7
The geographic visualization of financial inclusion and exclusion in Mexican municipalities	7
Winners of the Breheny Prize for Volume 48, 2021	7
Analysis of shape grammars: Continuity of rules	7
Planning decentralized urban renewable energy systems using algal cultivation for closed-loop and resilient communities	7
Let’s discuss our city! Engaging youth in the co-creation of living environments with digital serious geogames and gamified storytelling	7
The geography of public transport competitiveness in thirteen medium sized cities	7
Changes in the spatial differences of immigrants by country of birth’s income between 2008 and 2021 in South Korea	7
Cross-analysis for the assessment of urban environmental quality: An interdisciplinary and participative approach	6
Methods for neighbourhood Mapping, boundary agreement	6
The cityseer Python package for pedestrian-scale network-based urban analysis	6
Unveiling spatial patterns of disaster impacts and recovery using credit card transaction fluctuations	6
Towards a more realistic estimation of urban land take by combining cadastral parcels and building footprints	6
Extracting real estate values of rental apartment floor plans using graph convolutional networks	6
New algorithms for generating isovist field and isovist measurements	6
Measuring and mapping neighborhood opportunity: A comparison of opportunity indices in California	6
Operationalizing the open city concept: A case study of Berlin	6
Always growing? Mapping population change in urban China for 2010-2020	6
A multi-city study on structural characteristics of bicycle networks	6
Spatially disaggregated simulation of interactions between home prices and land-use change	6
Evaluating the effects of heat vulnerability on heat-related emergency medical service incidents: Lessons from Austin, Texas	6
Deserving poor in public sanitation: Tracing the policymaking processes of who gets what, when, how, and why in Delhi	6
Corrigendum to ‘Transportation and urban spatial structure: Evidence from Paris’	6
Predicting housing deprivation from space in the slums of Dhaka	6
Valuing the ‘new normal’? Housing markets under COVID-19: Insights from a hybrid hedonic repeat sales model	6
Analysing the consequences of progressive Urban Spatial cycles to evaluate urban land use policy	6
Examining heat inequity in a Brazilian metropolitan region	6
Visualizing city incompleteness: Incremental urban change in Central Sydney 1965–2020	6
Can regionalization enhance the performance of land-use change models in rapidly urbanizing areas?	6
Mapping sense of place as a measurable urban identity: Using street view images and machine learning to identify building façade materials	6
Featured graphics: Migrating from EP-A to EP-B	6
Agglomeration vs amenities? Unraveling the latent engine of growth in metropolitan Greece	6
Gender differences in spatio-temporal dynamics: Visualizing bike-sharing mobility patterns in New York City	6
Public perceptions and expectations of urban park environments on children’s play: A GIS and text mining analysis on children’s activity in Atlanta’s parks using social media data	6
How applicable are scaling laws in predicting slum populations in urban systems? Evidence from India	5
My ten years with Environment and Planning B	5
Social life and interpersonal relationships in Environment and Planning B	5
Overture Point of Interest data for the United Kingdom: A comprehensive, queryable open data product, validated against Geolytix supermarket data	5
Comparative analysis of urban structures in three American Rust Belt cities	5
Metro cultural scene: A new community scale in urban scene research	5
Road network distances and detours in Europe: Radial profiles and city size effects	5
Unveiling the relationship between land use types and the temporal signals of crime: An empirical decomposition approach	5
Normative urban science	5
Transit communication via Twitter during the COVID-19 pandemic	5
Space decomposition based on visible objects in an indoor environment	5
Spatial inequalities and cities: A review	5
New town development and housing affordability: A case study in Hong Kong	5
Rail journey cost calculator for Great Britain	5
The effects of vacant lot greening and the impact of land use and business presence on crime	5
Digital twins: The current “Krays” of urban analytics?	5
The spontaneous rules of spontaneous development	5
Corrigendum to the Effects of Vacant Lot Greening and the Impact of Land Use and Business Presence on Crime	5
Ian Wray, No little plans – How government built America’s wealth and infrastructure	5
Quantifying the environmental characteristics influencing the attractiveness of commercial agglomerations with big geo-data	5
The flow of information	5
Urban expansion and transportation interaction: Evidence from Akure, southwestern Nigeria	5
A visibility-based approach to manage the vertical urban development and maintain visual sustainability of urban mountain landscapes: A case of Mufu Mountain in Nanjing, China	5
Beyond the backyard: Unraveling the geographies of citizens’ engagement in digital participatory planning	5
Exploring the plot patterns of the retail landscape: The case of the Helsinki Metropolitan area	4
AI in land use	4
Urban land use transitions: Examining change over 19 years using sequence analysis. The case of South-East Queensland, Australia	4
Contiguity of underutilized lands: Dynamic simulation taking their temporary uses into account	4
Household expenditure and accessibility of water in urban India	4
Is physical planning over? If so, what will replace it?	4
From urban modelling to city digital twins – Reflections from the applied urban modelling (AUM) symposia	4
COVID-19 pandemic and minority health disparities in New York City: A spatial and temporal perspective	4
Scaling of urban environmental performance in Chinese cities	4
Planning factors affecting carbon footprints of residents: Density, land use, and suburbanization	4
Data-driven micromobility network planning for demand and safety	4

Packaging code and data for reproducible research: A case study of journey time statistics	4
How to measure large-scale complex urban network structures using night-time light satellite databases. Application to European metropolitan regions	4
Interplay between auditory and visual environments in historic districts: A big data approach based on social media	4
Airbnb and the COVID-19 pandemic: A geospatial analysis of Greater London	4
The impact of urban form on physical change: A quantitative and diachronic analysis of urban form evolution in Midtown Manhattan	4
Global Healthy and Sustainable City Indicators: Collaborative development of an open science toolkit for calculating and reporting on urban indicators internationally	4
Spatial and temporal access to warm spaces during the winter of 2022/2023	4
Deep reinforcement learning for spatial resource allocation: A case study of school districting	4
Evaluation of urban planning methods toward bioclimatic and resilient urban spaces	4
Prediction of residential and non-residential building usage in Germany based on a novel nationwide reference data set	4
Favelas 4D: Scalable methods for morphology analysis of informal settlements using terrestrial laser scanning data	4
Decoding Namboothiri illams of Kerala: A shape grammar approach	4
An inductive method for classifying building form in a city with implications for orientation	4
Land-use efficiency and local government revenue: Evidence from 272 Chinese cities using a novel structural equation modelling approach	4
The Social Digital Twin:The Social Turn in the Field of Smart Cities	4
Effect of greening vacant houses on improvement in thermal environment using ENVI-met simulation: A case study on Busan metropolitan city	4
Forecasting the urbanization dynamics in the Seoul metropolitan area using a long short-term memory–based model	4
Revisiting Gehl’s urban design principles with computer vision and webcam data: Associations between public space and public life	4
About positive and negative synergies of social projects: Treating correlation in participatory value evaluation	4
Who settles where? Simulating urban growth and socioeconomic level using cellular automata and random forest regression	4
Unraveling transit service and land use components of the socio-spatial inequality of access	4
“MAPPING PUBLIC SPACE MICRO-OCCUPATIONS: Drone-Driven Predictions of Spatial Behaviors in Carapungo, Quito”	4
A navigability entropy model for street networks	4
Road infrastructures, spatial surroundings, and the demand and route choices for cycling: Evidence from a GPS-based mode detection study from Oslo, Norway	3
Evaluation of tree shade effectiveness and its renewal strategy in typical historic districts: A case study in Harbin, China	3
Quantifying the benefits of urban amenities in Singapore with consideration of the effects of spatial heterogeneity	3
Exploring the role of accessibility in shaping retail location using space syntax measures: A panel-data analysis in Lisbon, 1995–2010	3
The Michael Breheny Prize 2024	3
Inequalities in experiencing urban functions. An exploration of human digital (geo-)footprints	3
Visualizing the North–South Divide of international visitors: Evidence from the Yangtze River Delta in China	3
NetAScore: An open and extendible software for segment-scale bikeability and walkability	3
Using call detail records to determine mobility patterns of different socio-demographic groups in the western area of Sierra Leone during early COVID-19 crisis	3
Generative AI	3
Spatiotemporal analysis for travel patterns of the personal mobility using an explainable machine learning approach: A case of Seoul, South Korea	3
A method to derive small area estimates of linked commuting trips by mode from open source LODES and ACS data	3
The effects of street environment features on road running: An analysis using crowdsourced fitness tracker data and machine learning	3
Revisiting recent findings on gated communities and racial homogeneity	3
The relationship between site planning and electricity consumption: An empirical analysis of multi-unit residential complexes in Seoul, Korea	3
Modeling land-use change using partitioned vector cellular automata while considering urban spatial structure	3
The electrification of road transport and its urban effects	3
Redefining urban digital twins for the federated data spaces ecosystem: A perspective	3
AI and design	3
Digital twins on trial: Can they actually solve wicked societal problems and change the world for better?	3
Where to invest in cycle parking: A portfolio management approach to spatial transport planning	3
Explaining a century of Swiss regional development by deep learning and SHAP values	3
Classifying and mapping residential structure through the London Output Area Classification	3
Connected bikeability in London: Which localities are better connected by bike and does this matter?	3
Multidimensional factors correlated with population changes according to city size in Japan	3
Who can walk? An analysis of public amenity access in America’s ten largest cities	3
An agent-based simulation model for the growth of the Sydney Trains network	3
Short video-driven deep perception for city imagery	3
Characteristics and prediction of urban interaction networks from the perspective of traffic flow and text information flow	3
Leveraging newspapers to understand urban issues: A longitudinal analysis of urban shrinkage in Detroit	3
Corrigendum to Central Eastern European cities within multi-level transnational company networks: Cores, peripheries and diffusion of innovation	3
The social stratification of homeowners’ housing wealth: Bringing a dynamic approach through the price gap index	3
From urban form to information: Cellular configurations in different spatial cultures	3
Assessment of the Bioclimatic Index for resilient urban spaces in Mediterranean cities	3
One-dimensional urban scaling	3
Categorizing urban space based on visitor density and diversity: A view through social media data	3
Charting the past and possible futures of planning support systems: Results of a citation network analysis	3
Evaluating dynamic visual experience of designed environments: A real-time 3D simulation method utilizing game technologies	3
Profile and theoretical advances in urban big data studies: A systematic review of 57 representative journals (2013–2023)	3
Smart cities and climate-resilient urban planning	3
Agglomeration effects as spatially embedded social interactions: identifying urban scaling beyond metropolitan areas	3
Mapping U.S.-China technological “decoupling”: Beyond U.S.-China relations	3
A data-driven approach to analyse the co-evolution of urban systems through a resilience lens: A Helsinki case study	3
Geographies of grocery shopping in major Canadian cities: Evidence from large-scale mobile app data	3
Explainable spatially explicit geospatial artificial intelligence in urban analytics	3
City laboratory: Embracing new data, new elements, and new pathways to invent new cities	3
Data analytics and sustainable urban development in global cities	3
On the taxonomy of smart city indicators and their alignment with sustainability and resilience	3
Hybrid quantitative mesoscale analyses for simulating pedestrians’ visual perceptions: Comparison of three New York City streets	2
Associations between the quality of street space and the attributes of the built environment using large volumes of street view pictures	2
Urban metabolisms in context: A socio-material comparison of American and French urban and suburban communities	2
Visualizing economic drivers of virtual land trade: A case study of global cereals trade	2
Why are convenience stores clustered? The reasons behind the clustering of similar shops and the effect of increased competition	2
Revisiting Jane Jacobs: Quantifying urban diversity	2
Modeling pedestrian activity in cities with urban network analysis	2
Environment and Planning B and me; or what is lost in data	2
Temporal change in relationships between urban structure and surface temperature	2
Space syntax and design	2
History, neighborhood, and proximity as factors of land-use change: A dynamic spatial regression model	2
Challenges of consultant-led planning in India’s smart cities mission	2
The multisensory environmental evaluations of sound and odour in urban public open spaces	2
A high-resolution global time series of street-network sprawl	2
Segregated by design? Street network topological structure and the measurement of urban segregation	2
The impact of geometric and land use elements on the perceived pleasantness of urban layouts	2
Visual impact assessment of urban developments around heritage landmarks using ULVIA method: (The case of Ark-e-Alishah monument in Tabriz)	2
A geo-referenced micro-data set of real estate listings for Spain’s three largest cities	2
Future land use conflicts: Comparing spatial scenarios for urban-regional planning	2
Radial analysis and scaling of housing prices in French urban areas	2
A new kind of search	2
Assessment of carbon emission reduction potential in new-type urbanization policy: A perspective on carbon rebound effect	2
Evolvable case-based design: An artificial intelligence system for urban form generation with specific indicators	2
Land use planning: An opportunity to avert devastation from bushfires	2