Environment and Planning B-Urban Analytics and City Science

Article	Citations
Professor Stan Openshaw (1946–2022)	37
Geo-visualisation of the community structure of intercity express delivery network in China based on waybill big data	36
Determinants of Urban land development: A panel study for U.S. metropolitan areas	34
An interactive method for generating and evaluating urban design alternatives in early design stages	34
Fifty years of Environment and Planning B	31
Advances in geospatial approaches to transport networks and sustainable mobility	31
The conundrum of ‘form follows function’	30
Examining the impact of the urban transportation system on tangible and intangible vitality at the city-block scale in Nanjing, China	29
Ownership diversity and fragmentation: A barrier to urban centre resilience	25
Detecting shifts in metropolitan structure: A spatial network perspective	25
OSM land use data quality and its association with city-level socioeconomic conditions in China	23
Small-area moving ratios and the spatial connectivity of neighborhoods: Insights from consumer credit data	21
Smart Data infrastructure for urban analytics, city science, planning and design	18
Hopes and dreams for (future) better things: Medium, data, and ideas	17
Resilience analysis of global agricultural trade	17
Corrigendum to Delineating Functional Regions from Road Networks: The Case of South Korea	17
Developing a TOD assessment model based on node–place–ecology for suburban areas of metropolitan cities: A case in Odawara	17
Visualizing urban slum population across the globe	17
Developing a two-level machine-learning approach for classifying urban form for an East Asian mega-city	16
Detecting cross-boundary regional collaboration in China by network community scanning with human mobility data	15
Spatial modelling of psychosocial benefits of favourite places in Denmark: A tale of two cities	15
Studying tech adoption with “text-as-data”: Opportunities, pitfalls, and complementarities in the case of transportation	15
The science of a subtitle	15
Uneven regional distribution earthquake danger zones and of cell towers and cells in Türkiye	15
Identifying sinks and sources of human flows: A new approach to characterizing urban structures	15

Evaluating relocation behavior of establishments: Evidence for the short-term effects of COVID-19	15
Long-term validation of inner-urban mobility metrics derived from Twitter/X	14
Walking alone or walking together: A spatial evaluation of children’s travel behavior to school	14
Estimating the effects of urban green regions in terms of diffusion	14
Understanding street-level urban vibrancy via spatial-temporal Wi-Fi data analytics: Case LivingLine Shanghai	14
Monitoring the well-being of vulnerable transit riders using machine learning based sentiment analysis and social media: Lessons from COVID-19	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
Applications of machine learning and deep learning methods for climate change mitigation and adaptation	14
Exploring large-scale spatial distribution of fear of crime by integrating small sample surveys and massive street view images	14
Assessing impacts of the built environment on mobility: A joint choice model of travel mode and duration	13
Urban planning and IPCC-like city assessments integration for climate-resilient cities	13
How accessible are cities for visually impaired pedestrians? A case of Greater London	13
Gravity-based models for evaluating urban park accessibility: Why does localized selection of attractiveness factors and travel modes matter?	13
GeoInfographic design of the multi-spatiality of borders: A case study of epidemic prevention and control in Ruili, China	12
ERRATUM to “NetAScore: An open and extendible software for segment-scale bikeability and walkability”	12
Strategic archetypes of planning processes: Model and evidence	12
Walking in the cities without ground, how 3d complex network volumetrics improve analysis	11
Analysis of spatial form and structure of commercial pedestrian blocks based on Isovist and big data	11
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	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
Where is it complex to reallocate road space?	11
tscluster : A python package for the optimal temporal clustering framework	11
Study on the hotspots of urban tourism spaces based on Instagram-Worthy locations data: Taking Beijing as an example	10
Infrastructures connecting people: A mechanistic model for terrestrial transportation networks	10
Measuring the local complementarity of population, amenities and digital activities to identify and understand urban areas of interest	10
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	10
Unraveling the mystery of urban expansion in the Guangdong-Hong Kong-Macao Greater Bay Area: Exploring the crucial role of regional cooperation	10
The rhythm of risk: Exploring spatio-temporal patterns of urban vulnerability with ambulance calls data	10
Modeling the relationship between urban tree canopy, landscape heterogeneity, and land surface temperature: A machine learning approach	9
Understanding the impact of building morphology on building energy consumption: A spatial econometric analysis	9
Participation matters: The social construction of digital twins for cities	9
Facebook city: Place-named groups as urban communication infrastructure in Greater London	9
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	9
Natural language processing for planning policy identification: A benchmarking study using 113 Chinese cities between 2011 and 2019	9
Assessing the impact of greenery on urban heat using opportunistic drive-by sensing	9
The Link between Theory and Practice	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
Discontinuities in regional economic development due to administrative boundaries: Examining the mechanisms of the boundary effect	8
Visibility and symbolism of corporate architecture: A multi-method approach for visual impact assessment	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
Analysis of shape grammars: Continuity of rules	8
The boundary problem	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
The geographic visualization of financial inclusion and exclusion in Mexican municipalities	8
Planning decentralized urban renewable energy systems using algal cultivation for closed-loop and resilient communities	8
Winners of the Breheny Prize for Volume 48, 2021	8
Location optimization of emergency medical services: Considering joint service coverage of ambulances and emergency centers	8

Exploring future landscape changes for polycentric urbanization using cellular automata calibrated with radiation model	8
Does a compact city really reduce consumption-based carbon emissions? The case of South Korea	8
Low-cost sensor desert and equity across US cities	8
Two faces of discontent in Italy: One looking to the North and one to the South	8
Street edge subdivision: Structuring ground floor interfaces to stimulate pedestrian visual engagement	8
The scalar mismatch of regional governance: A comparative analysis of hierarchical structures	8
Household choices of sanitation infrastructure and impact on disease in India	7
New methods for old questions: Predicting historical urban renewal areas in the United States	7
The landscape of big data	7
Valuing the ‘new normal’? Housing markets under COVID-19: Insights from a hybrid hedonic repeat sales model	7
Tracking plan implementation using elected officials’ social media communications and votes	7
Gender differences in spatio-temporal dynamics: Visualizing bike-sharing mobility patterns in New York City	7
A convergence of climate, social justice, and infrastructure policy enables forestry to cool cities	7
Making plans findable, accessible, interoperable, and reusable with data infrastructure: A search engine for constructing, analyzing, and visualizing planning documents	7
Dynamics of China’s natural cities and their living structures derived from nighttime lights and populated grids	7
The geography of public transport competitiveness in thirteen medium sized cities	7
New algorithms for generating isovist field and isovist measurements	7
Mumford’s recurring challenge: What is a city?	7
Changes in the spatial differences of immigrants by country of birth’s income between 2008 and 2021 in South Korea	7
Predicting housing deprivation from space in the slums of Dhaka	7
Measuring and mapping neighborhood opportunity: A comparison of opportunity indices in California	7
Strategies and inequities in balancing recreation and COVID exposure when visiting green spaces	7
Let’s discuss our city! Engaging youth in the co-creation of living environments with digital serious geogames and gamified storytelling	7
The cityseer Python package for pedestrian-scale network-based urban analysis	6
Examining heat inequity in a Brazilian metropolitan region	6
Featured graphics: Migrating from EP-A to EP-B	6
Deserving poor in public sanitation: Tracing the policymaking processes of who gets what, when, how, and why in Delhi	6
Extracting real estate values of rental apartment floor plans using graph convolutional networks	6
Mapping sense of place as a measurable urban identity: Using street view images and machine learning to identify building façade materials	6
Transit communication via Twitter during the COVID-19 pandemic	6
Normative urban science	6
Evaluating the effects of heat vulnerability on heat-related emergency medical service incidents: Lessons from Austin, Texas	6
Operationalizing the open city concept: A case study of Berlin	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
Corrigendum to ‘Transportation and urban spatial structure: Evidence from Paris’	6
Cross-analysis for the assessment of urban environmental quality: An interdisciplinary and participative approach	6
Unveiling spatial patterns of disaster impacts and recovery using credit card transaction fluctuations	6
Analysing the consequences of progressive Urban Spatial cycles to evaluate urban land use policy	6
How applicable are scaling laws in predicting slum populations in urban systems? Evidence from India	6
Methods for neighbourhood Mapping, boundary agreement	6
My ten years with Environment and Planning B	6
Towards a more realistic estimation of urban land take by combining cadastral parcels and building footprints	6
Always growing? Mapping population change in urban China for 2010-2020	6
Agglomeration vs amenities? Unraveling the latent engine of growth in metropolitan Greece	6
Can regionalization enhance the performance of land-use change models in rapidly urbanizing areas?	6
Visualizing city incompleteness: Incremental urban change in Central Sydney 1965–2020	6
The spontaneous rules of spontaneous development	6
Corrigendum to the Effects of Vacant Lot Greening and the Impact of Land Use and Business Presence on Crime	6
Exploring the plot patterns of the retail landscape: The case of the Helsinki Metropolitan area	5
AI in land use	5
Land-use efficiency and local government revenue: Evidence from 272 Chinese cities using a novel structural equation modelling approach	5
How to measure large-scale complex urban network structures using night-time light satellite databases. Application to European metropolitan regions	5
Quantifying the environmental characteristics influencing the attractiveness of commercial agglomerations with big geo-data	5
Digital twins: The current “Krays” of urban analytics?	5
Rail journey cost calculator for Great Britain	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
A multi-city study on structural characteristics of bicycle networks	5
The flow of information	5
An inductive method for classifying building form in a city with implications for orientation	5
About positive and negative synergies of social projects: Treating correlation in participatory value evaluation	5
Urban land use transitions: Examining change over 19 years using sequence analysis. The case of South-East Queensland, Australia	5
Spatial inequalities and cities: A review	5
The effects of vacant lot greening and the impact of land use and business presence on crime	5
Comparative analysis of urban structures in three American Rust Belt cities	5
Spatially disaggregated simulation of interactions between home prices and land-use change	5
Metro cultural scene: A new community scale in urban scene research	5
Data-driven micromobility network planning for demand and safety	5
COVID-19 pandemic and minority health disparities in New York City: A spatial and temporal perspective	5
Interplay between auditory and visual environments in historic districts: A big data approach based on social media	5
New town development and housing affordability: A case study in Hong Kong	5
Overture Point of Interest data for the United Kingdom: A comprehensive, queryable open data product, validated against Geolytix supermarket data	5
Road network distances and detours in Europe: Radial profiles and city size effects	5
Beyond the backyard: Unraveling the geographies of citizens’ engagement in digital participatory planning	5
Social life and interpersonal relationships in Environment and Planning B	5
Urban expansion and transportation interaction: Evidence from Akure, southwestern Nigeria	5
One-dimensional urban scaling	4
Corrigendum to Central Eastern European cities within multi-level transnational company networks: Cores, peripheries and diffusion of innovation	4
From urban modelling to city digital twins – Reflections from the applied urban modelling (AUM) symposia	4
The effects of street environment features on road running: An analysis using crowdsourced fitness tracker data and machine learning	4
Evaluation of urban planning methods toward bioclimatic and resilient urban spaces	4

Scaling of urban environmental performance in Chinese cities	4
Effect of greening vacant houses on improvement in thermal environment using ENVI-met simulation: A case study on Busan metropolitan city	4
A navigability entropy model for street networks	4
Forecasting the urbanization dynamics in the Seoul metropolitan area using a long short-term memory–based model	4
Favelas 4D: Scalable methods for morphology analysis of informal settlements using terrestrial laser scanning data	4
Global Healthy and Sustainable City Indicators: Collaborative development of an open science toolkit for calculating and reporting on urban indicators internationally	4
Geographies of grocery shopping in major Canadian cities: Evidence from large-scale mobile app data	4
Explainable spatially explicit geospatial artificial intelligence in urban analytics	4
“MAPPING PUBLIC SPACE MICRO-OCCUPATIONS: Drone-Driven Predictions of Spatial Behaviors in Carapungo, Quito”	4
Household expenditure and accessibility of water in urban India	4
The Social Digital Twin:The Social Turn in the Field of Smart Cities	4
Unraveling transit service and land use components of the socio-spatial inequality of access	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
Contiguity of underutilized lands: Dynamic simulation taking their temporary uses into account	4
Is physical planning over? If so, what will replace it?	4
Characteristics and prediction of urban interaction networks from the perspective of traffic flow and text information flow	4
Smart cities and climate-resilient urban planning	4
Who settles where? Simulating urban growth and socioeconomic level using cellular automata and random forest regression	4
Deep reinforcement learning for spatial resource allocation: A case study of school districting	4
Prediction of residential and non-residential building usage in Germany based on a novel nationwide reference data set	4
Revisiting Gehl’s urban design principles with computer vision and webcam data: Associations between public space and public life	4
Planning factors affecting carbon footprints of residents: Density, land use, and suburbanization	4
Decoding Namboothiri illams of Kerala: A shape grammar approach	4
Packaging code and data for reproducible research: A case study of journey time statistics	4
Spatial and temporal access to warm spaces during the winter of 2022/2023	4
Can administrative division adjustment improve urban land use efficiency? Evidence from “Revoke County to Urban District” in China	3
Short video-driven deep perception for city imagery	3
A data-driven approach to analyse the co-evolution of urban systems through a resilience lens: A Helsinki case study	3
Happiness and international migration – The spatial dimension of a relationship	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
Income-related spatial concentration of individual social capital in cities	3
Redefining urban digital twins for the federated data spaces ecosystem: A perspective	3
Road infrastructures, spatial surroundings, and the demand and route choices for cycling: Evidence from a GPS-based mode detection study from Oslo, Norway	3
Multidimensional factors correlated with population changes according to city size in Japan	3
Modeling land-use change using partitioned vector cellular automata while considering urban spatial structure	3
A method to derive small area estimates of linked commuting trips by mode from open source LODES and ACS data	3
Building energy consumption and urban form: A multi-temporal empirical investigation	3
Digital twins on trial: Can they actually solve wicked societal problems and change the world for better?	3
Explaining a century of Swiss regional development by deep learning and SHAP values	3
A data-driven investigation on park visitation and income mixing of visitors in New York City	3
Spatiotemporal analysis for travel patterns of the personal mobility using an explainable machine learning approach: A case of Seoul, South Korea	3
Spatial model for predictive recovery monitoring based on hazard, built environment, and population features and their spillover effects	3
Data analytics and sustainable urban development in global cities	3
Connected bikeability in London: Which localities are better connected by bike and does this matter?	3
Towards a 15-minute city: A network-based evaluation framework	3
The Michael Breheny Prize 2024	3
We are here, we are everywhere: Mapping global queer geographies of emotion	3
Classifying and mapping residential structure through the London Output Area Classification	3
AI and design	3
Generative AI	3
From urban form to information: Cellular configurations in different spatial cultures	3
Inequalities in experiencing urban functions. An exploration of human digital (geo-)footprints	3
On the taxonomy of smart city indicators and their alignment with sustainability and resilience	3
NetAScore: An open and extendible software for segment-scale bikeability and walkability	3
Profile and theoretical advances in urban big data studies: A systematic review of 57 representative journals (2013–2023)	3
Exploring the role of accessibility in shaping retail location using space syntax measures: A panel-data analysis in Lisbon, 1995–2010	3
A 3D agent-based model for simulating urban densification in Toronto, Canada	3
Generative AI and urban modeling	3
Visualizing the North–South Divide of international visitors: Evidence from the Yangtze River Delta in China	3
Comparing types and patterns: A context-oriented approach to densification in Switzerland and the Netherlands	3
Leveraging newspapers to understand urban issues: A longitudinal analysis of urban shrinkage in Detroit	3
Agglomeration effects as spatially embedded social interactions: identifying urban scaling beyond metropolitan areas	3
Network-entropy-based morphological polycentricity in 1851-1881 England and Wales	3
Who can walk? An analysis of public amenity access in America’s ten largest cities	3
Where in China is the labour unrest rising? Visualising workers’ collective actions in mainland China	3
Mapping U.S.-China technological “decoupling”: Beyond U.S.-China relations	3
The electrification of road transport and its urban effects	3
City laboratory: Embracing new data, new elements, and new pathways to invent new cities	3
Assessment of the Bioclimatic Index for resilient urban spaces in Mediterranean cities	3
An agent-based simulation model for the growth of the Sydney Trains network	3
The social stratification of homeowners’ housing wealth: Bringing a dynamic approach through the price gap index	3
Quantifying the benefits of urban amenities in Singapore with consideration of the effects of spatial heterogeneity	3
Charting the past and possible futures of planning support systems: Results of a citation network analysis	3
Categorizing urban space based on visitor density and diversity: A view through social media data	3
Diving or thriving? How COVID-19 reshaped Australian short-term rental submarkets	3
EPB turns 50 years old: An analytical tour of the last five decades	3
Where to invest in cycle parking: A portfolio management approach to spatial transport planning	3
Connecting park access and use data for equitable environmental planning	2
Towards a study of everyday geographic information: Bringing the everyday into view	2
Assessment of carbon emission reduction potential in new-type urbanization policy: A perspective on carbon rebound effect	2
Text mining public feedback on urban densification plan change in Hamilton, New Zealand	2
Identification and analysis of urban fabric considering external space: Taking Shanghai as an example	2
A framework for delineating the scale, extent and characteristics of American retail centre agglomerations	2
Land use planning: An opportunity to avert devastation from bushfires	2
Hybrid quantitative mesoscale analyses for simulating pedestrians’ visual perceptions: Comparison of three New York City streets	2
Cool colors promote a restorative sidewalk experience: A study on effects of color and pattern design of ground murals on mood states and perceived restorativeness using 2D street view images	2
Enhancing people’s walking preferences in street design through generative artificial intelligence and crowdsourcing surveys: The case of Tokyo	2
Future land use conflicts: Comparing spatial scenarios for urban-regional planning	2
Indoor view graph: A model to capture route and configurational information	2
Temporal change in relationships between urban structure and surface temperature	2
Challenges of consultant-led planning in India’s smart cities mission	2
A high-resolution global time series of street-network sprawl	2
Heterogeneous outcomes and fairness issues in environmental governance: Compelling evidence from China’s low-carbon city pilots	2
Marked crosswalks in US transit-oriented station areas, 2007–2020: A computer vision approach using street view imagery	2